From 2de1e5606d0937e85ea2e9668316e8e2db022023 Mon Sep 17 00:00:00 2001 From: "Documenter.jl" Date: Tue, 14 Jan 2025 15:36:53 +0000 Subject: [PATCH] delete history --- dev/.documenter-siteinfo.json | 1 + dev/assets/documenter.js | 1082 +++++++++++++++ dev/assets/themes/catppuccin-frappe.css | 1 + dev/assets/themes/catppuccin-latte.css | 1 + dev/assets/themes/catppuccin-macchiato.css | 1 + dev/assets/themes/catppuccin-mocha.css | 1 + dev/assets/themes/documenter-dark.css | 7 + dev/assets/themes/documenter-light.css | 9 + dev/assets/themeswap.js | 84 ++ dev/assets/warner.js | 52 + dev/index.html | 4 + dev/library/function_index/index.html | 2 + dev/library/internals/index.html | 65 + dev/library/outline/index.html | 2 + dev/library/public/index.html | 31 + dev/literated/NPZDB.png | Bin 0 -> 71263 bytes dev/literated/TimeVariations.png | Bin 0 -> 45250 bytes .../nutrients_plankton_bacteria_detritus.mp4 | Bin 0 -> 72210 bytes .../simple_plankton_growth_death.mp4 | Bin 0 -> 291209 bytes 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previews/PR17/literated/single_column_nutrients_plankton_bacteria_detritus/index.html create mode 100644 previews/PR17/search/index.html create mode 100644 previews/PR17/search_index.js create mode 100644 previews/PR17/siteinfo.js create mode 100644 previews/PR27/.documenter-siteinfo.json create mode 100644 previews/PR27/assets/documenter.js create mode 100644 previews/PR27/assets/themes/documenter-dark.css create mode 100644 previews/PR27/assets/themes/documenter-light.css create mode 100644 previews/PR27/assets/themeswap.js create mode 100644 previews/PR27/assets/warner.js create mode 100644 previews/PR27/index.html create mode 100644 previews/PR27/library/function_index/index.html create mode 100644 previews/PR27/library/internals/index.html create mode 100644 previews/PR27/library/outline/index.html create mode 100644 previews/PR27/library/public/index.html create mode 100644 previews/PR27/literated/NPZDB.png create mode 100644 previews/PR27/literated/TimeVariations.png create mode 100644 previews/PR27/literated/carbon_alkalinity_nutrients.mp4 create mode 100644 previews/PR27/literated/nutrients_plankton_bacteria_detritus.mp4 create mode 100644 previews/PR27/literated/simple_plankton_growth_death.mp4 create mode 100644 previews/PR27/literated/simple_plankton_growth_death/index.html create mode 100644 previews/PR27/literated/single_column_carbon_alkalinity_nutrients/index.html create mode 100644 previews/PR27/literated/single_column_nutrients_plankton_bacteria_detritus/8b8e9c70.png create mode 100644 previews/PR27/literated/single_column_nutrients_plankton_bacteria_detritus/index.html create mode 100644 previews/PR27/objects.inv create mode 100644 previews/PR27/search_index.js create mode 100644 previews/PR27/siteinfo.js create mode 100644 versions.js diff --git a/dev/.documenter-siteinfo.json b/dev/.documenter-siteinfo.json new file mode 100644 index 0000000..f376bd2 --- /dev/null +++ b/dev/.documenter-siteinfo.json @@ -0,0 +1 @@ +{"documenter":{"julia_version":"1.10.7","generation_timestamp":"2025-01-09T16:40:47","documenter_version":"1.8.0"}} \ No newline at end of file diff --git a/dev/assets/documenter.js b/dev/assets/documenter.js new file mode 100644 index 0000000..7d68cd8 --- /dev/null +++ b/dev/assets/documenter.js @@ -0,0 +1,1082 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min', + 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', + 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min', + }, + shim: { + "highlight-julia": { + "deps": [ + "highlight" + ] + }, + "katex-auto-render": { + "deps": [ + "katex" + ] + }, + "headroom-jquery": { + "deps": [ + "jquery", + "headroom" + ] + }, + "highlight-julia-repl": { + "deps": [ + "highlight" + ] + } +} +}); +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'katex', 'katex-auto-render'], function($, katex, renderMathInElement) { +$(document).ready(function() { + renderMathInElement( + document.body, + { + "delimiters": [ + { + "left": "$", + "right": "$", + "display": false + }, + { + "left": "$$", + "right": "$$", + "display": true + }, + { + "left": "\\[", + "right": "\\]", + "display": true + } + ] +} + + ); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl'], function($) { +$(document).ready(function() { + hljs.highlightAll(); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let timer = 0; +var isExpanded = true; + +$(document).on( + "click", + ".docstring .docstring-article-toggle-button", + function () { + let articleToggleTitle = "Expand docstring"; + const parent = $(this).parent(); + + debounce(() => { + if (parent.siblings("section").is(":visible")) { + parent + .find("a.docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + } else { + parent + .find("a.docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + articleToggleTitle = "Collapse docstring"; + } + + parent + .children(".docstring-article-toggle-button") + .prop("title", articleToggleTitle); + parent.siblings("section").slideToggle(); + }); + } +); + +$(document).on("click", ".docs-article-toggle-button", function (event) { + let articleToggleTitle = "Expand docstring"; + let navArticleToggleTitle = "Expand all docstrings"; + let animationSpeed = event.noToggleAnimation ? 0 : 400; + + debounce(() => { + if (isExpanded) { + $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down"); + $("a.docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + + isExpanded = false; + + $(".docstring section").slideUp(animationSpeed); + } else { + $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up"); + $("a.docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + isExpanded = true; + articleToggleTitle = "Collapse docstring"; + navArticleToggleTitle = "Collapse all docstrings"; + + $(".docstring section").slideDown(animationSpeed); + } + + $(this).prop("title", navArticleToggleTitle); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); + }); +}); + +function debounce(callback, timeout = 300) { + if (Date.now() - timer > timeout) { + callback(); + } + + clearTimeout(timer); + + timer = Date.now(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + }; + + const failure = function () { + button.classList.add("error", "fa-xmark"); + button.classList.remove("fa-copy"); + }; + + button.addEventListener("click", function () { + copyToClipboard(el.innerText).then(success, failure); + + setTimeout(function () { + button.classList.add("fa-copy"); + button.classList.remove("success", "fa-check", "fa-xmark"); + }, 5000); + }); + } +} + +function copyToClipboard(text) { + // clipboard API is only available in secure contexts + if (window.navigator && window.navigator.clipboard) { + return window.navigator.clipboard.writeText(text); + } else { + return new Promise(function (resolve, reject) { + try { + const el = document.createElement("textarea"); + el.textContent = text; + el.style.position = "fixed"; + el.style.opacity = 0; + document.body.appendChild(el); + el.select(); + document.execCommand("copy"); + + resolve(); + } catch (err) { + reject(err); + } finally { + document.body.removeChild(el); + } + }); + } +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { + +// Manages the top navigation bar (hides it when the user starts scrolling down on the +// mobile). +window.Headroom = Headroom; // work around buggy module loading? +$(document).ready(function () { + $("#documenter .docs-navbar").headroom({ + tolerance: { up: 10, down: 10 }, + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +$(document).ready(function () { + let meta = $("div[data-docstringscollapsed]").data(); + + if (meta?.docstringscollapsed) { + $("#documenter-article-toggle-button").trigger({ + type: "click", + noToggleAnimation: true, + }); + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +/* +To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc + +PSEUDOCODE: + +Searching happens automatically as the user types or adjusts the selected filters. +To preserve responsiveness, as much as possible of the slow parts of the search are done +in a web worker. Searching and result generation are done in the worker, and filtering and +DOM updates are done in the main thread. The filters are in the main thread as they should +be very quick to apply. This lets filters be changed without re-searching with minisearch +(which is possible even if filtering is on the worker thread) and also lets filters be +changed _while_ the worker is searching and without message passing (neither of which are +possible if filtering is on the worker thread) + +SEARCH WORKER: + +Import minisearch + +Build index + +On message from main thread + run search + find the first 200 unique results from each category, and compute their divs for display + note that this is necessary and sufficient information for the main thread to find the + first 200 unique results from any given filter set + post results to main thread + +MAIN: + +Launch worker + +Declare nonconstant globals (worker_is_running, last_search_text, unfiltered_results) + +On text update + if worker is not running, launch_search() + +launch_search + set worker_is_running to true, set last_search_text to the search text + post the search query to worker + +on message from worker + if last_search_text is not the same as the text in the search field, + the latest search result is not reflective of the latest search query, so update again + launch_search() + otherwise + set worker_is_running to false + + regardless, display the new search results to the user + save the unfiltered_results as a global + update_search() + +on filter click + adjust the filter selection + update_search() + +update_search + apply search filters by looping through the unfiltered_results and finding the first 200 + unique results that match the filters + + Update the DOM +*/ + +/////// SEARCH WORKER /////// + +function worker_function(documenterSearchIndex, documenterBaseURL, filters) { + importScripts( + "https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min.js" + ); + + let data = documenterSearchIndex.map((x, key) => { + x["id"] = key; // minisearch requires a unique for each object + return x; + }); + + // list below is the lunr 2.1.3 list minus the intersect with names(Base) + // (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) + // ideally we'd just filter the original list but it's not available as a variable + const stopWords = new Set([ + "a", + "able", + "about", + "across", + "after", + "almost", + "also", + "am", + "among", + "an", + "and", + "are", + "as", + "at", + "be", + "because", + "been", + "but", + "by", + "can", + "cannot", + "could", + "dear", + "did", + "does", + "either", + "ever", + "every", + "from", + "got", + "had", + "has", + "have", + "he", + "her", + "hers", + "him", + "his", + "how", + "however", + "i", + "if", + "into", + "it", + "its", + "just", + "least", + "like", + "likely", + "may", + "me", + "might", + "most", + "must", + "my", + "neither", + "no", + "nor", + "not", + "of", + "off", + "often", + "on", + "or", + "other", + "our", + "own", + "rather", + "said", + "say", + "says", + "she", + "should", + "since", + "so", + "some", + "than", + "that", + "the", + "their", + "them", + "then", + "there", + "these", + "they", + "this", + "tis", + "to", + "too", + "twas", + "us", + "wants", + "was", + "we", + "were", + "what", + "when", + "who", + "whom", + "why", + "will", + "would", + "yet", + "you", + "your", + ]); + + let index = new MiniSearch({ + fields: ["title", "text"], // fields to index for full-text search + storeFields: ["location", "title", "text", "category", "page"], // fields to return with results + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + + word = word.toLowerCase(); + } + + return word ?? null; + }, + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not + // find anything if searching for "add!", only for the entire qualification + tokenize: (string) => string.split(/[\s\-\.]+/), + // options which will be applied during the search + searchOptions: { + prefix: true, + boost: { title: 100 }, + fuzzy: 2, + }, + }); + + index.addAll(data); + + /** + * Used to map characters to HTML entities. + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + const htmlEscapes = { + "&": "&", + "<": "<", + ">": ">", + '"': """, + "'": "'", + }; + + /** + * Used to match HTML entities and HTML characters. + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + const reUnescapedHtml = /[&<>"']/g; + const reHasUnescapedHtml = RegExp(reUnescapedHtml.source); + + /** + * Escape function from lodash + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + function escape(string) { + return string && reHasUnescapedHtml.test(string) + ? string.replace(reUnescapedHtml, (chr) => htmlEscapes[chr]) + : string || ""; + } + + /** + * RegX escape function from MDN + * Refer: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping + */ + function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string + } + + /** + * Make the result component given a minisearch result data object and the value + * of the search input as queryString. To view the result object structure, refer: + * https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult + * + * @param {object} result + * @param {string} querystring + * @returns string + */ + function make_search_result(result, querystring) { + let search_divider = `
`; + let display_link = + result.location.slice(Math.max(0), Math.min(50, result.location.length)) + + (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div + + if (result.page !== "") { + display_link += ` (${result.page})`; + } + searchstring = escapeRegExp(querystring); + let textindex = new RegExp(`${searchstring}`, "i").exec(result.text); + let text = + textindex !== null + ? result.text.slice( + Math.max(textindex.index - 100, 0), + Math.min( + textindex.index + querystring.length + 100, + result.text.length + ) + ) + : ""; // cut-off text before and after from the match + + text = text.length ? escape(text) : ""; + + let display_result = text.length + ? "..." + + text.replace( + new RegExp(`${escape(searchstring)}`, "i"), // For first occurrence + '$&' + ) + + "..." + : ""; // highlights the match + + let in_code = false; + if (!["page", "section"].includes(result.category.toLowerCase())) { + in_code = true; + } + + // We encode the full url to escape some special characters which can lead to broken links + let result_div = ` + +
+
${escape(result.title)}
+
${result.category}
+
+

+ ${display_result} +

+
+ ${display_link} +
+ + ${search_divider} + `; + + return result_div; + } + + self.onmessage = function (e) { + let query = e.data; + let results = index.search(query, { + filter: (result) => { + // Only return relevant results + return result.score >= 1; + }, + combineWith: "AND", + }); + + // Pre-filter to deduplicate and limit to 200 per category to the extent + // possible without knowing what the filters are. + let filtered_results = []; + let counts = {}; + for (let filter of filters) { + counts[filter] = 0; + } + let present = {}; + + for (let result of results) { + cat = result.category; + cnt = counts[cat]; + if (cnt < 200) { + id = cat + "---" + result.location; + if (present[id]) { + continue; + } + present[id] = true; + filtered_results.push({ + location: result.location, + category: cat, + div: make_search_result(result, query), + }); + } + } + + postMessage(filtered_results); + }; +} + +/////// SEARCH MAIN /////// + +function runSearchMainCode() { + // `worker = Threads.@spawn worker_function(documenterSearchIndex)`, but in JavaScript! + const filters = [ + ...new Set(documenterSearchIndex["docs"].map((x) => x.category)), + ]; + const worker_str = + "(" + + worker_function.toString() + + ")(" + + JSON.stringify(documenterSearchIndex["docs"]) + + "," + + JSON.stringify(documenterBaseURL) + + "," + + JSON.stringify(filters) + + ")"; + const worker_blob = new Blob([worker_str], { type: "text/javascript" }); + const worker = new Worker(URL.createObjectURL(worker_blob)); + + // Whether the worker is currently handling a search. This is a boolean + // as the worker only ever handles 1 or 0 searches at a time. + var worker_is_running = false; + + // The last search text that was sent to the worker. This is used to determine + // if the worker should be launched again when it reports back results. + var last_search_text = ""; + + // The results of the last search. This, in combination with the state of the filters + // in the DOM, is used compute the results to display on calls to update_search. + var unfiltered_results = []; + + // Which filter is currently selected + var selected_filter = ""; + + $(document).on("input", ".documenter-search-input", function (event) { + if (!worker_is_running) { + launch_search(); + } + }); + + function launch_search() { + worker_is_running = true; + last_search_text = $(".documenter-search-input").val(); + worker.postMessage(last_search_text); + } + + worker.onmessage = function (e) { + if (last_search_text !== $(".documenter-search-input").val()) { + launch_search(); + } else { + worker_is_running = false; + } + + unfiltered_results = e.data; + update_search(); + }; + + $(document).on("click", ".search-filter", function () { + if ($(this).hasClass("search-filter-selected")) { + selected_filter = ""; + } else { + selected_filter = $(this).text().toLowerCase(); + } + + // This updates search results and toggles classes for UI: + update_search(); + }); + + /** + * Make/Update the search component + */ + function update_search() { + let querystring = $(".documenter-search-input").val(); + + if (querystring.trim()) { + if (selected_filter == "") { + results = unfiltered_results; + } else { + results = unfiltered_results.filter((result) => { + return selected_filter == result.category.toLowerCase(); + }); + } + + let search_result_container = ``; + let modal_filters = make_modal_body_filters(); + let search_divider = `
`; + + if (results.length) { + let links = []; + let count = 0; + let search_results = ""; + + for (var i = 0, n = results.length; i < n && count < 200; ++i) { + let result = results[i]; + if (result.location && !links.includes(result.location)) { + search_results += result.div; + count++; + links.push(result.location); + } + } + + if (count == 1) { + count_str = "1 result"; + } else if (count == 200) { + count_str = "200+ results"; + } else { + count_str = count + " results"; + } + let result_count = `
${count_str}
`; + + search_result_container = ` +
+ ${modal_filters} + ${search_divider} + ${result_count} +
+ ${search_results} +
+
+ `; + } else { + search_result_container = ` +
+ ${modal_filters} + ${search_divider} +
0 result(s)
+
+
No result found!
+ `; + } + + if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").removeClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(search_result_container); + } else { + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(` +
Type something to get started!
+ `); + } + } + + /** + * Make the modal filter html + * + * @returns string + */ + function make_modal_body_filters() { + let str = filters + .map((val) => { + if (selected_filter == val.toLowerCase()) { + return `${val}`; + } else { + return `${val}`; + } + }) + .join(""); + + return ` +
+ Filters: + ${str} +
`; + } +} + +function waitUntilSearchIndexAvailable() { + // It is possible that the documenter.js script runs before the page + // has finished loading and documenterSearchIndex gets defined. + // So we need to wait until the search index actually loads before setting + // up all the search-related stuff. + if (typeof documenterSearchIndex !== "undefined") { + runSearchMainCode(); + } else { + console.warn("Search Index not available, waiting"); + setTimeout(waitUntilSearchIndexAvailable, 1000); + } +} + +// The actual entry point to the search code +waitUntilSearchIndexAvailable(); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Modal settings dialog +$(document).ready(function () { + var settings = $("#documenter-settings"); + $("#documenter-settings-button").click(function () { + settings.toggleClass("is-active"); + }); + // Close the dialog if X is clicked + $("#documenter-settings button.delete").click(function () { + settings.removeClass("is-active"); + }); + // Close dialog if ESC is pressed + $(document).keyup(function (e) { + if (e.keyCode == 27) settings.removeClass("is-active"); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +$(document).ready(function () { + let search_modal_header = ` +
+
+

+ + + + +

+
+
+ +
+
+ `; + + let initial_search_body = ` +
Type something to get started!
+ `; + + let search_modal_footer = ` + + `; + + $(document.body).append( + ` + + ` + ); + + document.querySelector(".docs-search-query").addEventListener("click", () => { + openModal(); + }); + + document + .querySelector(".close-search-modal") + .addEventListener("click", () => { + closeModal(); + }); + + $(document).on("click", ".search-result-link", function () { + closeModal(); + }); + + document.addEventListener("keydown", (event) => { + if ((event.ctrlKey || event.metaKey) && event.key === "/") { + openModal(); + } else if (event.key === "Escape") { + closeModal(); + } + + return false; + }); + + // Functions to open and close a modal + function openModal() { + let searchModal = document.querySelector("#search-modal"); + + searchModal.classList.add("is-active"); + document.querySelector(".documenter-search-input").focus(); + } + + function closeModal() { + let searchModal = document.querySelector("#search-modal"); + let initial_search_body = ` +
Type something to get started!
+ `; + + searchModal.classList.remove("is-active"); + document.querySelector(".documenter-search-input").blur(); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".documenter-search-input").val(""); + $(".search-modal-card-body").html(initial_search_body); + } + + document + .querySelector("#search-modal .modal-background") + .addEventListener("click", () => { + closeModal(); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function () { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button"); + sidebar_button.click(function (ev) { + ev.preventDefault(); + sidebar.toggleClass("visible"); + if (sidebar.hasClass("visible")) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind("click", function (ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass("visible")) { + sidebar.removeClass("visible"); + } + }); +}); + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function () { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css("max-width"), 10); + var L0 = e.width(); + if (L0 > L) { + var h0 = parseInt(e.css("font-size"), 10); + e.css("font-size", (L * h0) / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on("orientationchange", resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function () { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if (typeof active !== "undefined") { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Theme picker setup +$(document).ready(function () { + // onchange callback + $("#documenter-themepicker").change(function themepick_callback(ev) { + var themename = $("#documenter-themepicker option:selected").attr("value"); + if (themename === "auto") { + // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); + window.localStorage.removeItem("documenter-theme"); + } else { + // set_theme(themename); + window.localStorage.setItem("documenter-theme", themename); + } + // We re-use the global function from themeswap.js to actually do the swapping. + set_theme_from_local_storage(); + }); + + // Make sure that the themepicker displays the correct theme when the theme is retrieved + // from localStorage + if (typeof window.localStorage !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if (theme !== null) { + $("#documenter-themepicker option").each(function (i, e) { + e.selected = e.value === theme; + }); + } + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// update the version selector with info from the siteinfo.js and ../versions.js files +$(document).ready(function () { + // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the + // siteinfo.js file, we just return immediately and not display the version selector. + if ( + typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && + DOCUMENTER_VERSION_SELECTOR_DISABLED + ) { + return; + } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function (x) { + target_href = version_selector_select + .children("option:selected") + .get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if ( + typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && + $("#version-selector > option").length == 0 + ) { + var option = $( + "" + ); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== "undefined") { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function (i, x) { + return x.text; + }); + DOC_VERSIONS.forEach(function (each) { + var version_url = documenterBaseURL + "/../" + each + "/"; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $( + "" + ); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}); + +}) diff --git a/dev/assets/themes/catppuccin-frappe.css b/dev/assets/themes/catppuccin-frappe.css new file mode 100644 index 0000000..32e3f00 --- /dev/null +++ b/dev/assets/themes/catppuccin-frappe.css @@ -0,0 +1 @@ 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html.theme--catppuccin-frappe .content kbd.button.is-outlined{background-color:transparent;border-color:#414559;box-shadow:none;color:#414559}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#414559}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #414559 #414559 !important}html.theme--catppuccin-frappe 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.button.is-primary.is-inverted.is-outlined.is-focused,html.theme--catppuccin-frappe .docstring>section>a.button.is-inverted.is-outlined.is-focused.docs-sourcelink{background-color:#fff;color:#8caaee}html.theme--catppuccin-frappe .button.is-primary.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .docstring>section>a.button.is-inverted.is-outlined.is-loading.docs-sourcelink:hover::after,html.theme--catppuccin-frappe .button.is-primary.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .docstring>section>a.button.is-inverted.is-outlined.is-loading.is-hovered.docs-sourcelink::after,html.theme--catppuccin-frappe .button.is-primary.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .docstring>section>a.button.is-inverted.is-outlined.is-loading.docs-sourcelink:focus::after,html.theme--catppuccin-frappe .button.is-primary.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-frappe 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.button.is-primary.is-light.is-hovered,html.theme--catppuccin-frappe .docstring>section>a.button.is-light.is-hovered.docs-sourcelink{background-color:#e2eafb;border-color:transparent;color:#153a8e}html.theme--catppuccin-frappe .button.is-primary.is-light:active,html.theme--catppuccin-frappe .docstring>section>a.button.is-light.docs-sourcelink:active,html.theme--catppuccin-frappe .button.is-primary.is-light.is-active,html.theme--catppuccin-frappe .docstring>section>a.button.is-light.is-active.docs-sourcelink{background-color:#d7e1f9;border-color:transparent;color:#153a8e}html.theme--catppuccin-frappe .button.is-link{background-color:#8caaee;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-link:hover,html.theme--catppuccin-frappe .button.is-link.is-hovered{background-color:#81a2ec;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-link:focus,html.theme--catppuccin-frappe 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.button.is-link.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#8caaee}html.theme--catppuccin-frappe .button.is-link.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-link.is-outlined{background-color:transparent;border-color:#8caaee;color:#8caaee}html.theme--catppuccin-frappe .button.is-link.is-outlined:hover,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-link.is-outlined:focus,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-focused{background-color:#8caaee;border-color:#8caaee;color:#fff}html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading::after{border-color:transparent transparent #8caaee #8caaee !important}html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-link.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-link.is-outlined{background-color:transparent;border-color:#8caaee;box-shadow:none;color:#8caaee}html.theme--catppuccin-frappe .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-link.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-link.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-link.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe 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.button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #81c8be #81c8be !important}html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-info.is-light{background-color:#f1f9f8;color:#2d675f}html.theme--catppuccin-frappe .button.is-info.is-light:hover,html.theme--catppuccin-frappe .button.is-info.is-light.is-hovered{background-color:#e8f5f3;border-color:transparent;color:#2d675f}html.theme--catppuccin-frappe .button.is-info.is-light:active,html.theme--catppuccin-frappe .button.is-info.is-light.is-active{background-color:#dff1ef;border-color:transparent;color:#2d675f}html.theme--catppuccin-frappe 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.button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6d189 #a6d189 !important}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-light{background-color:#f4f9f0;color:#446a29}html.theme--catppuccin-frappe .button.is-success.is-light:hover,html.theme--catppuccin-frappe .button.is-success.is-light.is-hovered{background-color:#edf6e7;border-color:transparent;color:#446a29}html.theme--catppuccin-frappe .button.is-success.is-light:active,html.theme--catppuccin-frappe .button.is-success.is-light.is-active{background-color:#e6f2de;border-color:transparent;color:#446a29}html.theme--catppuccin-frappe .button.is-warning{background-color:#e5c890;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning:hover,html.theme--catppuccin-frappe .button.is-warning.is-hovered{background-color:#e3c386;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning:focus,html.theme--catppuccin-frappe .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning:focus:not(:active),html.theme--catppuccin-frappe .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(229,200,144,0.25)}html.theme--catppuccin-frappe .button.is-warning:active,html.theme--catppuccin-frappe .button.is-warning.is-active{background-color:#e0be7b;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning{background-color:#e5c890;border-color:#e5c890;box-shadow:none}html.theme--catppuccin-frappe .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted:hover,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-warning.is-outlined{background-color:transparent;border-color:#e5c890;color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-outlined:hover,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-warning.is-outlined:focus,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-focused{background-color:#e5c890;border-color:#e5c890;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #e5c890 #e5c890 !important}html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning.is-outlined{background-color:transparent;border-color:#e5c890;box-shadow:none;color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #e5c890 #e5c890 !important}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-light{background-color:#fbf7ee;color:#78591c}html.theme--catppuccin-frappe .button.is-warning.is-light:hover,html.theme--catppuccin-frappe .button.is-warning.is-light.is-hovered{background-color:#f9f2e4;border-color:transparent;color:#78591c}html.theme--catppuccin-frappe .button.is-warning.is-light:active,html.theme--catppuccin-frappe .button.is-warning.is-light.is-active{background-color:#f6edda;border-color:transparent;color:#78591c}html.theme--catppuccin-frappe .button.is-danger{background-color:#e78284;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:hover,html.theme--catppuccin-frappe .button.is-danger.is-hovered{background-color:#e57779;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:focus,html.theme--catppuccin-frappe .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:focus:not(:active),html.theme--catppuccin-frappe .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(231,130,132,0.25)}html.theme--catppuccin-frappe .button.is-danger:active,html.theme--catppuccin-frappe .button.is-danger.is-active{background-color:#e36d6f;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger{background-color:#e78284;border-color:#e78284;box-shadow:none}html.theme--catppuccin-frappe .button.is-danger.is-inverted{background-color:#fff;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted:hover,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-frappe .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined{background-color:transparent;border-color:#e78284;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-outlined:hover,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-danger.is-outlined:focus,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-focused{background-color:#e78284;border-color:#e78284;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #e78284 #e78284 !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-outlined{background-color:transparent;border-color:#e78284;box-shadow:none;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #e78284 #e78284 !important}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-light{background-color:#fceeee;color:#9a1e20}html.theme--catppuccin-frappe .button.is-danger.is-light:hover,html.theme--catppuccin-frappe .button.is-danger.is-light.is-hovered{background-color:#fae3e4;border-color:transparent;color:#9a1e20}html.theme--catppuccin-frappe .button.is-danger.is-light:active,html.theme--catppuccin-frappe .button.is-danger.is-light.is-active{background-color:#f8d8d9;border-color:transparent;color:#9a1e20}html.theme--catppuccin-frappe .button.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-frappe .button.is-small:not(.is-rounded),html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-frappe .button.is-normal{font-size:1rem}html.theme--catppuccin-frappe .button.is-medium{font-size:1.25rem}html.theme--catppuccin-frappe .button.is-large{font-size:1.5rem}html.theme--catppuccin-frappe .button[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button{background-color:#737994;border-color:#626880;box-shadow:none;opacity:.5}html.theme--catppuccin-frappe .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-frappe .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-frappe .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-frappe .button.is-static{background-color:#292c3c;border-color:#626880;color:#838ba7;box-shadow:none;pointer-events:none}html.theme--catppuccin-frappe .button.is-rounded,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-frappe .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-frappe .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-frappe .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-frappe .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-frappe .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-frappe .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-frappe .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-frappe .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-frappe .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-frappe .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-frappe .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-frappe .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-frappe .buttons.has-addons .button:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-frappe .buttons.has-addons .button:focus,html.theme--catppuccin-frappe .buttons.has-addons .button.is-focused,html.theme--catppuccin-frappe .buttons.has-addons .button:active,html.theme--catppuccin-frappe .buttons.has-addons .button.is-active,html.theme--catppuccin-frappe .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-frappe .buttons.has-addons .button:focus:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-frappe .buttons.has-addons .button:active:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-frappe .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .buttons.is-centered{justify-content:center}html.theme--catppuccin-frappe .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-frappe .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-frappe .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-frappe .button.is-responsive.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-frappe .button.is-responsive,html.theme--catppuccin-frappe .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-frappe .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-frappe .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-frappe .button.is-responsive.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-frappe .button.is-responsive,html.theme--catppuccin-frappe .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-frappe .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-frappe .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-frappe .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-frappe .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-frappe .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-frappe .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-frappe .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-frappe .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-frappe .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-frappe .content li+li{margin-top:0.25em}html.theme--catppuccin-frappe .content p:not(:last-child),html.theme--catppuccin-frappe .content dl:not(:last-child),html.theme--catppuccin-frappe .content ol:not(:last-child),html.theme--catppuccin-frappe .content ul:not(:last-child),html.theme--catppuccin-frappe .content blockquote:not(:last-child),html.theme--catppuccin-frappe .content pre:not(:last-child),html.theme--catppuccin-frappe .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-frappe .content h1,html.theme--catppuccin-frappe .content h2,html.theme--catppuccin-frappe .content h3,html.theme--catppuccin-frappe .content h4,html.theme--catppuccin-frappe .content h5,html.theme--catppuccin-frappe .content h6{color:#c6d0f5;font-weight:600;line-height:1.125}html.theme--catppuccin-frappe .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-frappe .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-frappe .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-frappe .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-frappe .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-frappe .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-frappe .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-frappe .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-frappe .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-frappe .content blockquote{background-color:#292c3c;border-left:5px solid #626880;padding:1.25em 1.5em}html.theme--catppuccin-frappe .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-frappe .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-frappe .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-frappe .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-frappe .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-frappe .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-frappe .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-frappe .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-frappe .content ul ul ul{list-style-type:square}html.theme--catppuccin-frappe .content dd{margin-left:2em}html.theme--catppuccin-frappe .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-frappe .content figure:not(:first-child){margin-top:2em}html.theme--catppuccin-frappe .content figure:not(:last-child){margin-bottom:2em}html.theme--catppuccin-frappe .content figure img{display:inline-block}html.theme--catppuccin-frappe .content figure figcaption{font-style:italic}html.theme--catppuccin-frappe .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--catppuccin-frappe .content sup,html.theme--catppuccin-frappe .content sub{font-size:75%}html.theme--catppuccin-frappe .content table{width:100%}html.theme--catppuccin-frappe .content table td,html.theme--catppuccin-frappe .content table th{border:1px solid #626880;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--catppuccin-frappe .content table th{color:#b0bef1}html.theme--catppuccin-frappe .content table th:not([align]){text-align:inherit}html.theme--catppuccin-frappe .content table thead td,html.theme--catppuccin-frappe .content table thead th{border-width:0 0 2px;color:#b0bef1}html.theme--catppuccin-frappe .content table tfoot td,html.theme--catppuccin-frappe .content table tfoot th{border-width:2px 0 0;color:#b0bef1}html.theme--catppuccin-frappe .content table tbody tr:last-child td,html.theme--catppuccin-frappe .content table tbody tr:last-child th{border-bottom-width:0}html.theme--catppuccin-frappe .content .tabs li+li{margin-top:0}html.theme--catppuccin-frappe .content.is-small,html.theme--catppuccin-frappe #documenter 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select:not([multiple]){padding-right:2.5em}html.theme--catppuccin-frappe .select select[multiple]{height:auto;padding:0}html.theme--catppuccin-frappe .select select[multiple] option{padding:0.5em 1em}html.theme--catppuccin-frappe .select:not(.is-multiple):not(.is-loading):hover::after{border-color:#99d1db}html.theme--catppuccin-frappe .select.is-white:not(:hover)::after{border-color:#fff}html.theme--catppuccin-frappe .select.is-white select{border-color:#fff}html.theme--catppuccin-frappe .select.is-white select:hover,html.theme--catppuccin-frappe .select.is-white select.is-hovered{border-color:#f2f2f2}html.theme--catppuccin-frappe .select.is-white select:focus,html.theme--catppuccin-frappe .select.is-white select.is-focused,html.theme--catppuccin-frappe .select.is-white select:active,html.theme--catppuccin-frappe .select.is-white select.is-active{box-shadow:0 0 0 0.125em rgba(255,255,255,0.25)}html.theme--catppuccin-frappe 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select.is-focused,html.theme--catppuccin-frappe .select.is-dark select:active,html.theme--catppuccin-frappe .content kbd.select select:active,html.theme--catppuccin-frappe .select.is-dark select.is-active,html.theme--catppuccin-frappe .content kbd.select select.is-active{box-shadow:0 0 0 0.125em rgba(65,69,89,0.25)}html.theme--catppuccin-frappe .select.is-primary:not(:hover)::after,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink:not(:hover)::after{border-color:#8caaee}html.theme--catppuccin-frappe .select.is-primary select,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink select{border-color:#8caaee}html.theme--catppuccin-frappe .select.is-primary select:hover,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink select:hover,html.theme--catppuccin-frappe .select.is-primary select.is-hovered,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink select.is-hovered{border-color:#769aeb}html.theme--catppuccin-frappe .select.is-primary select:focus,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink select:focus,html.theme--catppuccin-frappe .select.is-primary select.is-focused,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink select.is-focused,html.theme--catppuccin-frappe .select.is-primary select:active,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink select:active,html.theme--catppuccin-frappe .select.is-primary select.is-active,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink select.is-active{box-shadow:0 0 0 0.125em rgba(140,170,238,0.25)}html.theme--catppuccin-frappe .select.is-link:not(:hover)::after{border-color:#8caaee}html.theme--catppuccin-frappe .select.is-link select{border-color:#8caaee}html.theme--catppuccin-frappe .select.is-link select:hover,html.theme--catppuccin-frappe .select.is-link select.is-hovered{border-color:#769aeb}html.theme--catppuccin-frappe .select.is-link select:focus,html.theme--catppuccin-frappe .select.is-link select.is-focused,html.theme--catppuccin-frappe .select.is-link select:active,html.theme--catppuccin-frappe .select.is-link select.is-active{box-shadow:0 0 0 0.125em rgba(140,170,238,0.25)}html.theme--catppuccin-frappe .select.is-info:not(:hover)::after{border-color:#81c8be}html.theme--catppuccin-frappe .select.is-info select{border-color:#81c8be}html.theme--catppuccin-frappe .select.is-info select:hover,html.theme--catppuccin-frappe .select.is-info select.is-hovered{border-color:#6fc0b5}html.theme--catppuccin-frappe .select.is-info select:focus,html.theme--catppuccin-frappe .select.is-info select.is-focused,html.theme--catppuccin-frappe .select.is-info select:active,html.theme--catppuccin-frappe .select.is-info select.is-active{box-shadow:0 0 0 0.125em rgba(129,200,190,0.25)}html.theme--catppuccin-frappe 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a.navbar-item:focus,html.theme--catppuccin-frappe a.navbar-item:focus-within,html.theme--catppuccin-frappe a.navbar-item:hover,html.theme--catppuccin-frappe a.navbar-item.is-active,html.theme--catppuccin-frappe .navbar-link:focus,html.theme--catppuccin-frappe .navbar-link:focus-within,html.theme--catppuccin-frappe .navbar-link:hover,html.theme--catppuccin-frappe .navbar-link.is-active{background-color:rgba(0,0,0,0);color:#8caaee}html.theme--catppuccin-frappe .navbar-item{flex-grow:0;flex-shrink:0}html.theme--catppuccin-frappe .navbar-item img{max-height:1.75rem}html.theme--catppuccin-frappe .navbar-item.has-dropdown{padding:0}html.theme--catppuccin-frappe .navbar-item.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .navbar-item.is-tab{border-bottom:1px solid transparent;min-height:4rem;padding-bottom:calc(0.5rem - 1px)}html.theme--catppuccin-frappe .navbar-item.is-tab:focus,html.theme--catppuccin-frappe .navbar-item.is-tab:hover{background-color:rgba(0,0,0,0);border-bottom-color:#8caaee}html.theme--catppuccin-frappe .navbar-item.is-tab.is-active{background-color:rgba(0,0,0,0);border-bottom-color:#8caaee;border-bottom-style:solid;border-bottom-width:3px;color:#8caaee;padding-bottom:calc(0.5rem - 3px)}html.theme--catppuccin-frappe .navbar-content{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .navbar-link:not(.is-arrowless){padding-right:2.5em}html.theme--catppuccin-frappe .navbar-link:not(.is-arrowless)::after{border-color:#fff;margin-top:-0.375em;right:1.125em}html.theme--catppuccin-frappe .navbar-dropdown{font-size:0.875rem;padding-bottom:0.5rem;padding-top:0.5rem}html.theme--catppuccin-frappe .navbar-dropdown .navbar-item{padding-left:1.5rem;padding-right:1.5rem}html.theme--catppuccin-frappe .navbar-divider{background-color:rgba(0,0,0,0.2);border:none;display:none;height:2px;margin:0.5rem 0}@media screen and (max-width: 1055px){html.theme--catppuccin-frappe 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a.navbar-item:hover{background-color:rgba(0,0,0,0);color:#838ba7}html.theme--catppuccin-frappe .navbar-dropdown a.navbar-item.is-active{background-color:rgba(0,0,0,0);color:#8caaee}.navbar.is-spaced html.theme--catppuccin-frappe .navbar-dropdown,html.theme--catppuccin-frappe .navbar-dropdown.is-boxed{border-radius:8px;border-top:none;box-shadow:0 8px 8px rgba(10,10,10,0.1), 0 0 0 1px rgba(10,10,10,0.1);display:block;opacity:0;pointer-events:none;top:calc(100% + (-4px));transform:translateY(-5px);transition-duration:86ms;transition-property:opacity, transform}html.theme--catppuccin-frappe .navbar-dropdown.is-right{left:auto;right:0}html.theme--catppuccin-frappe .navbar-divider{display:block}html.theme--catppuccin-frappe .navbar>.container .navbar-brand,html.theme--catppuccin-frappe .container>.navbar .navbar-brand{margin-left:-.75rem}html.theme--catppuccin-frappe .navbar>.container .navbar-menu,html.theme--catppuccin-frappe .container>.navbar 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body.has-spaced-navbar-fixed-bottom{padding-bottom:6rem}html.theme--catppuccin-frappe a.navbar-item.is-active,html.theme--catppuccin-frappe .navbar-link.is-active{color:#8caaee}html.theme--catppuccin-frappe a.navbar-item.is-active:not(:focus):not(:hover),html.theme--catppuccin-frappe .navbar-link.is-active:not(:focus):not(:hover){background-color:rgba(0,0,0,0)}html.theme--catppuccin-frappe .navbar-item.has-dropdown:focus .navbar-link,html.theme--catppuccin-frappe .navbar-item.has-dropdown:hover .navbar-link,html.theme--catppuccin-frappe .navbar-item.has-dropdown.is-active .navbar-link{background-color:rgba(0,0,0,0)}}html.theme--catppuccin-frappe .hero.is-fullheight-with-navbar{min-height:calc(100vh - 4rem)}html.theme--catppuccin-frappe .pagination{font-size:1rem;margin:-.25rem}html.theme--catppuccin-frappe .pagination.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination{font-size:.75rem}html.theme--catppuccin-frappe .pagination.is-medium{font-size:1.25rem}html.theme--catppuccin-frappe .pagination.is-large{font-size:1.5rem}html.theme--catppuccin-frappe .pagination.is-rounded .pagination-previous,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination .pagination-previous,html.theme--catppuccin-frappe .pagination.is-rounded .pagination-next,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination .pagination-next{padding-left:1em;padding-right:1em;border-radius:9999px}html.theme--catppuccin-frappe .pagination.is-rounded .pagination-link,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination .pagination-link{border-radius:9999px}html.theme--catppuccin-frappe .pagination,html.theme--catppuccin-frappe .pagination-list{align-items:center;display:flex;justify-content:center;text-align:center}html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next,html.theme--catppuccin-frappe .pagination-link,html.theme--catppuccin-frappe .pagination-ellipsis{font-size:1em;justify-content:center;margin:.25rem;padding-left:.5em;padding-right:.5em;text-align:center}html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next,html.theme--catppuccin-frappe .pagination-link{border-color:#626880;color:#8caaee;min-width:2.5em}html.theme--catppuccin-frappe .pagination-previous:hover,html.theme--catppuccin-frappe .pagination-next:hover,html.theme--catppuccin-frappe .pagination-link:hover{border-color:#737994;color:#99d1db}html.theme--catppuccin-frappe .pagination-previous:focus,html.theme--catppuccin-frappe .pagination-next:focus,html.theme--catppuccin-frappe .pagination-link:focus{border-color:#737994}html.theme--catppuccin-frappe .pagination-previous:active,html.theme--catppuccin-frappe .pagination-next:active,html.theme--catppuccin-frappe .pagination-link:active{box-shadow:inset 0 1px 2px 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768px){html.theme--catppuccin-frappe .pagination{flex-wrap:wrap}html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .pagination-list li{flex-grow:1;flex-shrink:1}}@media screen and (min-width: 769px),print{html.theme--catppuccin-frappe .pagination-list{flex-grow:1;flex-shrink:1;justify-content:flex-start;order:1}html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next,html.theme--catppuccin-frappe .pagination-link,html.theme--catppuccin-frappe .pagination-ellipsis{margin-bottom:0;margin-top:0}html.theme--catppuccin-frappe .pagination-previous{order:2}html.theme--catppuccin-frappe .pagination-next{order:3}html.theme--catppuccin-frappe .pagination{justify-content:space-between;margin-bottom:0;margin-top:0}html.theme--catppuccin-frappe .pagination.is-centered .pagination-previous{order:1}html.theme--catppuccin-frappe .pagination.is-centered 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.button.is-white.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black{background-color:#0a0a0a;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black:hover,html.theme--catppuccin-latte .button.is-black.is-hovered{background-color:#040404;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black:focus,html.theme--catppuccin-latte .button.is-black.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black:focus:not(:active),html.theme--catppuccin-latte .button.is-black.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(10,10,10,0.25)}html.theme--catppuccin-latte .button.is-black:active,html.theme--catppuccin-latte .button.is-black.is-active{background-color:#000;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black{background-color:#0a0a0a;border-color:#0a0a0a;box-shadow:none}html.theme--catppuccin-latte .button.is-black.is-inverted{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted:hover,html.theme--catppuccin-latte .button.is-black.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-black.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-outlined:hover,html.theme--catppuccin-latte .button.is-black.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-black.is-outlined:focus,html.theme--catppuccin-latte .button.is-black.is-outlined.is-focused{background-color:#0a0a0a;border-color:#0a0a0a;color:#fff}html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-black.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-focused{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-light{background-color:#f5f5f5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:hover,html.theme--catppuccin-latte .button.is-light.is-hovered{background-color:#eee;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:focus,html.theme--catppuccin-latte .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:focus:not(:active),html.theme--catppuccin-latte .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(245,245,245,0.25)}html.theme--catppuccin-latte .button.is-light:active,html.theme--catppuccin-latte .button.is-light.is-active{background-color:#e8e8e8;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light{background-color:#f5f5f5;border-color:#f5f5f5;box-shadow:none}html.theme--catppuccin-latte .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted:hover,html.theme--catppuccin-latte .button.is-light.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-outlined:hover,html.theme--catppuccin-latte .button.is-light.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-light.is-outlined:focus,html.theme--catppuccin-latte .button.is-light.is-outlined.is-focused{background-color:#f5f5f5;border-color:#f5f5f5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark,html.theme--catppuccin-latte .content kbd.button{background-color:#ccd0da;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark:hover,html.theme--catppuccin-latte .content kbd.button:hover,html.theme--catppuccin-latte .button.is-dark.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-hovered{background-color:#c5c9d5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark:focus,html.theme--catppuccin-latte .content kbd.button:focus,html.theme--catppuccin-latte .button.is-dark.is-focused,html.theme--catppuccin-latte .content kbd.button.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark:focus:not(:active),html.theme--catppuccin-latte .content kbd.button:focus:not(:active),html.theme--catppuccin-latte .button.is-dark.is-focused:not(:active),html.theme--catppuccin-latte .content kbd.button.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(204,208,218,0.25)}html.theme--catppuccin-latte .button.is-dark:active,html.theme--catppuccin-latte .content kbd.button:active,html.theme--catppuccin-latte .button.is-dark.is-active,html.theme--catppuccin-latte .content kbd.button.is-active{background-color:#bdc2cf;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark[disabled],html.theme--catppuccin-latte .content kbd.button[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button{background-color:#ccd0da;border-color:#ccd0da;box-shadow:none}html.theme--catppuccin-latte .button.is-dark.is-inverted,html.theme--catppuccin-latte .content kbd.button.is-inverted{background-color:rgba(0,0,0,0.7);color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted:hover,html.theme--catppuccin-latte .content kbd.button.is-inverted:hover,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-inverted[disabled],html.theme--catppuccin-latte .content kbd.button.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-inverted,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-loading::after,html.theme--catppuccin-latte .content kbd.button.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-dark.is-outlined,html.theme--catppuccin-latte .content kbd.button.is-outlined{background-color:transparent;border-color:#ccd0da;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-outlined:hover,html.theme--catppuccin-latte .content kbd.button.is-outlined:hover,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-dark.is-outlined:focus,html.theme--catppuccin-latte .content kbd.button.is-outlined:focus,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-focused,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-focused{background-color:#ccd0da;border-color:#ccd0da;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #ccd0da #ccd0da !important}html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-dark.is-outlined[disabled],html.theme--catppuccin-latte .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-outlined,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-outlined{background-color:transparent;border-color:#ccd0da;box-shadow:none;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ccd0da #ccd0da !important}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined[disabled],html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-primary,html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink{background-color:#1e66f5;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-primary:hover,html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink:hover,html.theme--catppuccin-latte .button.is-primary.is-hovered,html.theme--catppuccin-latte .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#125ef4;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-primary:focus,html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink:focus,html.theme--catppuccin-latte .button.is-primary.is-focused,html.theme--catppuccin-latte .docstring>section>a.button.is-focused.docs-sourcelink{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-primary:focus:not(:active),html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink:focus:not(:active),html.theme--catppuccin-latte 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.docstring>section>a.button.is-inverted.docs-sourcelink{background-color:#fff;color:#1e66f5}html.theme--catppuccin-latte .button.is-primary.is-inverted:hover,html.theme--catppuccin-latte .docstring>section>a.button.is-inverted.docs-sourcelink:hover,html.theme--catppuccin-latte .button.is-primary.is-inverted.is-hovered,html.theme--catppuccin-latte .docstring>section>a.button.is-inverted.is-hovered.docs-sourcelink{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-primary.is-inverted[disabled],html.theme--catppuccin-latte .docstring>section>a.button.is-inverted.docs-sourcelink[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-primary.is-inverted,fieldset[disabled] html.theme--catppuccin-latte .docstring>section>a.button.is-inverted.docs-sourcelink{background-color:#fff;border-color:transparent;box-shadow:none;color:#1e66f5}html.theme--catppuccin-latte .button.is-primary.is-loading::after,html.theme--catppuccin-latte 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.button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-success.is-outlined{background-color:transparent;border-color:#40a02b;box-shadow:none;color:#40a02b}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-focused{background-color:#fff;color:#40a02b}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #40a02b #40a02b !important}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-success.is-light{background-color:#f1fbef;color:#40a12b}html.theme--catppuccin-latte .button.is-success.is-light:hover,html.theme--catppuccin-latte .button.is-success.is-light.is-hovered{background-color:#e8f8e5;border-color:transparent;color:#40a12b}html.theme--catppuccin-latte .button.is-success.is-light:active,html.theme--catppuccin-latte .button.is-success.is-light.is-active{background-color:#e0f5db;border-color:transparent;color:#40a12b}html.theme--catppuccin-latte .button.is-warning{background-color:#df8e1d;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:hover,html.theme--catppuccin-latte .button.is-warning.is-hovered{background-color:#d4871c;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:focus,html.theme--catppuccin-latte .button.is-warning.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:focus:not(:active),html.theme--catppuccin-latte .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(223,142,29,0.25)}html.theme--catppuccin-latte .button.is-warning:active,html.theme--catppuccin-latte .button.is-warning.is-active{background-color:#c8801a;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning{background-color:#df8e1d;border-color:#df8e1d;box-shadow:none}html.theme--catppuccin-latte .button.is-warning.is-inverted{background-color:#fff;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted:hover,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-warning.is-outlined{background-color:transparent;border-color:#df8e1d;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-outlined:hover,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-warning.is-outlined:focus,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-focused{background-color:#df8e1d;border-color:#df8e1d;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #df8e1d #df8e1d !important}html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-outlined{background-color:transparent;border-color:#df8e1d;box-shadow:none;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-focused{background-color:#fff;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #df8e1d #df8e1d !important}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-light{background-color:#fdf6ed;color:#9e6515}html.theme--catppuccin-latte .button.is-warning.is-light:hover,html.theme--catppuccin-latte .button.is-warning.is-light.is-hovered{background-color:#fbf1e2;border-color:transparent;color:#9e6515}html.theme--catppuccin-latte .button.is-warning.is-light:active,html.theme--catppuccin-latte .button.is-warning.is-light.is-active{background-color:#faebd6;border-color:transparent;color:#9e6515}html.theme--catppuccin-latte .button.is-danger{background-color:#d20f39;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:hover,html.theme--catppuccin-latte .button.is-danger.is-hovered{background-color:#c60e36;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:focus,html.theme--catppuccin-latte .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:focus:not(:active),html.theme--catppuccin-latte .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(210,15,57,0.25)}html.theme--catppuccin-latte .button.is-danger:active,html.theme--catppuccin-latte .button.is-danger.is-active{background-color:#ba0d33;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger{background-color:#d20f39;border-color:#d20f39;box-shadow:none}html.theme--catppuccin-latte .button.is-danger.is-inverted{background-color:#fff;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted:hover,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-danger.is-outlined{background-color:transparent;border-color:#d20f39;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-outlined:hover,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-danger.is-outlined:focus,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-focused{background-color:#d20f39;border-color:#d20f39;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #d20f39 #d20f39 !important}html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-outlined{background-color:transparent;border-color:#d20f39;box-shadow:none;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #d20f39 #d20f39 !important}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-light{background-color:#feecf0;color:#e9113f}html.theme--catppuccin-latte .button.is-danger.is-light:hover,html.theme--catppuccin-latte .button.is-danger.is-light.is-hovered{background-color:#fde0e6;border-color:transparent;color:#e9113f}html.theme--catppuccin-latte .button.is-danger.is-light:active,html.theme--catppuccin-latte .button.is-danger.is-light.is-active{background-color:#fcd4dd;border-color:transparent;color:#e9113f}html.theme--catppuccin-latte .button.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-latte .button.is-small:not(.is-rounded),html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-latte .button.is-normal{font-size:1rem}html.theme--catppuccin-latte .button.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .button.is-large{font-size:1.5rem}html.theme--catppuccin-latte .button[disabled],fieldset[disabled] html.theme--catppuccin-latte .button{background-color:#9ca0b0;border-color:#acb0be;box-shadow:none;opacity:.5}html.theme--catppuccin-latte .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-latte .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-latte .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-latte .button.is-static{background-color:#e6e9ef;border-color:#acb0be;color:#8c8fa1;box-shadow:none;pointer-events:none}html.theme--catppuccin-latte .button.is-rounded,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-latte .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-latte .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-latte .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-latte .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-latte .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-latte .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-latte .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-latte .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-latte .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-latte .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-latte .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-latte .buttons.has-addons .button:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-latte .buttons.has-addons .button:focus,html.theme--catppuccin-latte .buttons.has-addons .button.is-focused,html.theme--catppuccin-latte .buttons.has-addons .button:active,html.theme--catppuccin-latte .buttons.has-addons .button.is-active,html.theme--catppuccin-latte .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-latte .buttons.has-addons .button:focus:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-latte .buttons.has-addons .button:active:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-latte .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .buttons.is-centered{justify-content:center}html.theme--catppuccin-latte .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-latte .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-latte .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-latte .button.is-responsive.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-latte .button.is-responsive,html.theme--catppuccin-latte .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-latte .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-latte .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-latte .button.is-responsive.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-latte .button.is-responsive,html.theme--catppuccin-latte .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-latte .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-latte .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-latte .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-latte .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-latte .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-latte .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-latte .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-latte .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-latte .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-latte .content li+li{margin-top:0.25em}html.theme--catppuccin-latte .content p:not(:last-child),html.theme--catppuccin-latte .content dl:not(:last-child),html.theme--catppuccin-latte .content ol:not(:last-child),html.theme--catppuccin-latte .content ul:not(:last-child),html.theme--catppuccin-latte .content blockquote:not(:last-child),html.theme--catppuccin-latte .content pre:not(:last-child),html.theme--catppuccin-latte .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-latte .content h1,html.theme--catppuccin-latte .content h2,html.theme--catppuccin-latte .content h3,html.theme--catppuccin-latte .content h4,html.theme--catppuccin-latte .content h5,html.theme--catppuccin-latte .content h6{color:#4c4f69;font-weight:600;line-height:1.125}html.theme--catppuccin-latte .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-latte .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-latte .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-latte .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-latte .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-latte .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-latte .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-latte .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-latte .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-latte .content blockquote{background-color:#e6e9ef;border-left:5px solid #acb0be;padding:1.25em 1.5em}html.theme--catppuccin-latte .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-latte .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-latte .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-latte .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-latte .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-latte .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-latte .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-latte .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-latte .content ul ul ul{list-style-type:square}html.theme--catppuccin-latte .content dd{margin-left:2em}html.theme--catppuccin-latte 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th:not([align]){text-align:inherit}html.theme--catppuccin-latte .content table thead td,html.theme--catppuccin-latte .content table thead th{border-width:0 0 2px;color:#41445a}html.theme--catppuccin-latte .content table tfoot td,html.theme--catppuccin-latte .content table tfoot th{border-width:2px 0 0;color:#41445a}html.theme--catppuccin-latte .content table tbody tr:last-child td,html.theme--catppuccin-latte .content table tbody tr:last-child th{border-bottom-width:0}html.theme--catppuccin-latte .content .tabs li+li{margin-top:0}html.theme--catppuccin-latte .content.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--catppuccin-latte .content.is-normal{font-size:1rem}html.theme--catppuccin-latte .content.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .content.is-large{font-size:1.5rem}html.theme--catppuccin-latte 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#documenter .docs-sidebar form.docs-search>input.file{font-size:.75rem}html.theme--catppuccin-latte .file.is-normal{font-size:1rem}html.theme--catppuccin-latte .file.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .file.is-medium .file-icon .fa{font-size:21px}html.theme--catppuccin-latte .file.is-large{font-size:1.5rem}html.theme--catppuccin-latte .file.is-large .file-icon .fa{font-size:28px}html.theme--catppuccin-latte .file.has-name .file-cta{border-bottom-right-radius:0;border-top-right-radius:0}html.theme--catppuccin-latte .file.has-name .file-name{border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .file.has-name.is-empty .file-cta{border-radius:.4em}html.theme--catppuccin-latte .file.has-name.is-empty .file-name{display:none}html.theme--catppuccin-latte .file.is-boxed .file-label{flex-direction:column}html.theme--catppuccin-latte .file.is-boxed .file-cta{flex-direction:column;height:auto;padding:1em 3em}html.theme--catppuccin-latte .file.is-boxed .file-name{border-width:0 1px 1px}html.theme--catppuccin-latte .file.is-boxed .file-icon{height:1.5em;width:1.5em}html.theme--catppuccin-latte .file.is-boxed .file-icon .fa{font-size:21px}html.theme--catppuccin-latte .file.is-boxed.is-small .file-icon .fa,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-boxed .file-icon .fa{font-size:14px}html.theme--catppuccin-latte .file.is-boxed.is-medium .file-icon .fa{font-size:28px}html.theme--catppuccin-latte .file.is-boxed.is-large .file-icon .fa{font-size:35px}html.theme--catppuccin-latte .file.is-boxed.has-name .file-cta{border-radius:.4em .4em 0 0}html.theme--catppuccin-latte .file.is-boxed.has-name .file-name{border-radius:0 0 .4em .4em;border-width:0 1px 1px}html.theme--catppuccin-latte .file.is-centered{justify-content:center}html.theme--catppuccin-latte .file.is-fullwidth .file-label{width:100%}html.theme--catppuccin-latte .file.is-fullwidth .file-name{flex-grow:1;max-width:none}html.theme--catppuccin-latte .file.is-right{justify-content:flex-end}html.theme--catppuccin-latte .file.is-right .file-cta{border-radius:0 .4em .4em 0}html.theme--catppuccin-latte .file.is-right .file-name{border-radius:.4em 0 0 .4em;border-width:1px 0 1px 1px;order:-1}html.theme--catppuccin-latte .file-label{align-items:stretch;display:flex;cursor:pointer;justify-content:flex-start;overflow:hidden;position:relative}html.theme--catppuccin-latte .file-label:hover .file-cta{background-color:#c5c9d5;color:#41445a}html.theme--catppuccin-latte .file-label:hover .file-name{border-color:#a5a9b8}html.theme--catppuccin-latte .file-label:active .file-cta{background-color:#bdc2cf;color:#41445a}html.theme--catppuccin-latte .file-label:active .file-name{border-color:#9ea2b3}html.theme--catppuccin-latte .file-input{height:100%;left:0;opacity:0;outline:none;position:absolute;top:0;width:100%}html.theme--catppuccin-latte .file-cta,html.theme--catppuccin-latte .file-name{border-color:#acb0be;border-radius:.4em;font-size:1em;padding-left:1em;padding-right:1em;white-space:nowrap}html.theme--catppuccin-latte .file-cta{background-color:#ccd0da;color:#4c4f69}html.theme--catppuccin-latte .file-name{border-color:#acb0be;border-style:solid;border-width:1px 1px 1px 0;display:block;max-width:16em;overflow:hidden;text-align:inherit;text-overflow:ellipsis}html.theme--catppuccin-latte .file-icon{align-items:center;display:flex;height:1em;justify-content:center;margin-right:.5em;width:1em}html.theme--catppuccin-latte .file-icon .fa{font-size:14px}html.theme--catppuccin-latte .label{color:#41445a;display:block;font-size:1rem;font-weight:700}html.theme--catppuccin-latte .label:not(:last-child){margin-bottom:0.5em}html.theme--catppuccin-latte .label.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.label{font-size:.75rem}html.theme--catppuccin-latte .label.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .label.is-large{font-size:1.5rem}html.theme--catppuccin-latte .help{display:block;font-size:.75rem;margin-top:0.25rem}html.theme--catppuccin-latte .help.is-white{color:#fff}html.theme--catppuccin-latte .help.is-black{color:#0a0a0a}html.theme--catppuccin-latte .help.is-light{color:#f5f5f5}html.theme--catppuccin-latte .help.is-dark,html.theme--catppuccin-latte .content kbd.help{color:#ccd0da}html.theme--catppuccin-latte .help.is-primary,html.theme--catppuccin-latte .docstring>section>a.help.docs-sourcelink{color:#1e66f5}html.theme--catppuccin-latte .help.is-link{color:#1e66f5}html.theme--catppuccin-latte .help.is-info{color:#179299}html.theme--catppuccin-latte .help.is-success{color:#40a02b}html.theme--catppuccin-latte .help.is-warning{color:#df8e1d}html.theme--catppuccin-latte .help.is-danger{color:#d20f39}html.theme--catppuccin-latte .field:not(:last-child){margin-bottom:0.75rem}html.theme--catppuccin-latte .field.has-addons{display:flex;justify-content:flex-start}html.theme--catppuccin-latte .field.has-addons .control:not(:last-child){margin-right:-1px}html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .button,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .input,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:not(:first-child):not(:last-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .select select{border-radius:0}html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .button,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .input,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:first-child:not(:only-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .select select{border-bottom-right-radius:0;border-top-right-radius:0}html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .button,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .input,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:last-child:not(:only-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .select select{border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-hovered:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-hovered:not([disabled]){z-index:2}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .button.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .button.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):focus,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .input.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-focused:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):active,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .input.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-active:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .select select.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .select select.is-active:not([disabled]){z-index:3}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):focus:hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):active:hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-active:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-active:not([disabled]):hover{z-index:4}html.theme--catppuccin-latte .field.has-addons .control.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .field.has-addons.has-addons-centered{justify-content:center}html.theme--catppuccin-latte .field.has-addons.has-addons-right{justify-content:flex-end}html.theme--catppuccin-latte .field.has-addons.has-addons-fullwidth .control{flex-grow:1;flex-shrink:0}html.theme--catppuccin-latte .field.is-grouped{display:flex;justify-content:flex-start}html.theme--catppuccin-latte .field.is-grouped>.control{flex-shrink:0}html.theme--catppuccin-latte .field.is-grouped>.control:not(:last-child){margin-bottom:0;margin-right:.75rem}html.theme--catppuccin-latte .field.is-grouped>.control.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .field.is-grouped.is-grouped-centered{justify-content:center}html.theme--catppuccin-latte .field.is-grouped.is-grouped-right{justify-content:flex-end}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline{flex-wrap:wrap}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline>.control:last-child,html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline>.control:not(:last-child){margin-bottom:0.75rem}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline:last-child{margin-bottom:-0.75rem}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline:not(:last-child){margin-bottom:0}@media screen and (min-width: 769px),print{html.theme--catppuccin-latte .field.is-horizontal{display:flex}}html.theme--catppuccin-latte .field-label .label{font-size:inherit}@media screen and (max-width: 768px){html.theme--catppuccin-latte .field-label{margin-bottom:0.5rem}}@media screen and (min-width: 769px),print{html.theme--catppuccin-latte .field-label{flex-basis:0;flex-grow:1;flex-shrink:0;margin-right:1.5rem;text-align:right}html.theme--catppuccin-latte .field-label.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.field-label{font-size:.75rem;padding-top:0.375em}html.theme--catppuccin-latte .field-label.is-normal{padding-top:0.375em}html.theme--catppuccin-latte .field-label.is-medium{font-size:1.25rem;padding-top:0.375em}html.theme--catppuccin-latte .field-label.is-large{font-size:1.5rem;padding-top:0.375em}}html.theme--catppuccin-latte .field-body .field .field{margin-bottom:0}@media screen and (min-width: 769px),print{html.theme--catppuccin-latte .field-body{display:flex;flex-basis:0;flex-grow:5;flex-shrink:1}html.theme--catppuccin-latte .field-body .field{margin-bottom:0}html.theme--catppuccin-latte .field-body>.field{flex-shrink:1}html.theme--catppuccin-latte .field-body>.field:not(.is-narrow){flex-grow:1}html.theme--catppuccin-latte .field-body>.field:not(:last-child){margin-right:.75rem}}html.theme--catppuccin-latte .control{box-sizing:border-box;clear:both;font-size:1rem;position:relative;text-align:inherit}html.theme--catppuccin-latte .control.has-icons-left .input:focus~.icon,html.theme--catppuccin-latte .control.has-icons-left #documenter .docs-sidebar form.docs-search>input:focus~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-left form.docs-search>input:focus~.icon,html.theme--catppuccin-latte .control.has-icons-left .select:focus~.icon,html.theme--catppuccin-latte .control.has-icons-right .input:focus~.icon,html.theme--catppuccin-latte .control.has-icons-right #documenter .docs-sidebar form.docs-search>input:focus~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-right form.docs-search>input:focus~.icon,html.theme--catppuccin-latte .control.has-icons-right .select:focus~.icon{color:#ccd0da}html.theme--catppuccin-latte .control.has-icons-left .input.is-small~.icon,html.theme--catppuccin-latte .control.has-icons-left #documenter .docs-sidebar form.docs-search>input~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-left form.docs-search>input~.icon,html.theme--catppuccin-latte .control.has-icons-left .select.is-small~.icon,html.theme--catppuccin-latte .control.has-icons-right .input.is-small~.icon,html.theme--catppuccin-latte .control.has-icons-right #documenter .docs-sidebar form.docs-search>input~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-right form.docs-search>input~.icon,html.theme--catppuccin-latte .control.has-icons-right .select.is-small~.icon{font-size:.75rem}html.theme--catppuccin-latte .control.has-icons-left .input.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-left #documenter .docs-sidebar form.docs-search>input.is-medium~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-left form.docs-search>input.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-left .select.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-right .input.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-right #documenter .docs-sidebar form.docs-search>input.is-medium~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-right form.docs-search>input.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-right .select.is-medium~.icon{font-size:1.25rem}html.theme--catppuccin-latte .control.has-icons-left 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kbd.button.is-outlined{background-color:transparent;border-color:#363a4f;box-shadow:none;color:#363a4f}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-macchiato .content 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.button.is-info.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-info.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-focused{background-color:#8bd5ca;border-color:#8bd5ca;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading::after{border-color:transparent transparent #8bd5ca #8bd5ca !important}html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-info.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-info.is-outlined{background-color:transparent;border-color:#8bd5ca;box-shadow:none;color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #8bd5ca #8bd5ca !important}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-light{background-color:#f0faf8;color:#276d62}html.theme--catppuccin-macchiato .button.is-info.is-light:hover,html.theme--catppuccin-macchiato .button.is-info.is-light.is-hovered{background-color:#e7f6f4;border-color:transparent;color:#276d62}html.theme--catppuccin-macchiato .button.is-info.is-light:active,html.theme--catppuccin-macchiato .button.is-info.is-light.is-active{background-color:#ddf3f0;border-color:transparent;color:#276d62}html.theme--catppuccin-macchiato .button.is-success{background-color:#a6da95;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:hover,html.theme--catppuccin-macchiato .button.is-success.is-hovered{background-color:#9ed78c;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:focus,html.theme--catppuccin-macchiato .button.is-success.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:focus:not(:active),html.theme--catppuccin-macchiato .button.is-success.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(166,218,149,0.25)}html.theme--catppuccin-macchiato .button.is-success:active,html.theme--catppuccin-macchiato .button.is-success.is-active{background-color:#96d382;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success{background-color:#a6da95;border-color:#a6da95;box-shadow:none}html.theme--catppuccin-macchiato .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined{background-color:transparent;border-color:#a6da95;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-success.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-focused{background-color:#a6da95;border-color:#a6da95;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6da95 #a6da95 !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-outlined{background-color:transparent;border-color:#a6da95;box-shadow:none;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6da95 #a6da95 !important}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-light{background-color:#f2faf0;color:#386e26}html.theme--catppuccin-macchiato .button.is-success.is-light:hover,html.theme--catppuccin-macchiato .button.is-success.is-light.is-hovered{background-color:#eaf6e6;border-color:transparent;color:#386e26}html.theme--catppuccin-macchiato .button.is-success.is-light:active,html.theme--catppuccin-macchiato .button.is-success.is-light.is-active{background-color:#e2f3dd;border-color:transparent;color:#386e26}html.theme--catppuccin-macchiato .button.is-warning{background-color:#eed49f;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:hover,html.theme--catppuccin-macchiato .button.is-warning.is-hovered{background-color:#eccf94;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:focus,html.theme--catppuccin-macchiato .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:focus:not(:active),html.theme--catppuccin-macchiato .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(238,212,159,0.25)}html.theme--catppuccin-macchiato .button.is-warning:active,html.theme--catppuccin-macchiato .button.is-warning.is-active{background-color:#eaca89;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning{background-color:#eed49f;border-color:#eed49f;box-shadow:none}html.theme--catppuccin-macchiato .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined{background-color:transparent;border-color:#eed49f;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-warning.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-focused{background-color:#eed49f;border-color:#eed49f;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #eed49f #eed49f !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-outlined{background-color:transparent;border-color:#eed49f;box-shadow:none;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #eed49f #eed49f !important}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-light{background-color:#fcf7ee;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-warning.is-light:hover,html.theme--catppuccin-macchiato .button.is-warning.is-light.is-hovered{background-color:#faf2e3;border-color:transparent;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-warning.is-light:active,html.theme--catppuccin-macchiato .button.is-warning.is-light.is-active{background-color:#f8eed8;border-color:transparent;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-danger{background-color:#ed8796;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:hover,html.theme--catppuccin-macchiato .button.is-danger.is-hovered{background-color:#eb7c8c;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:focus,html.theme--catppuccin-macchiato .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:focus:not(:active),html.theme--catppuccin-macchiato .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(237,135,150,0.25)}html.theme--catppuccin-macchiato .button.is-danger:active,html.theme--catppuccin-macchiato .button.is-danger.is-active{background-color:#ea7183;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger{background-color:#ed8796;border-color:#ed8796;box-shadow:none}html.theme--catppuccin-macchiato .button.is-danger.is-inverted{background-color:#fff;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-macchiato .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined{background-color:transparent;border-color:#ed8796;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-danger.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-focused{background-color:#ed8796;border-color:#ed8796;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #ed8796 #ed8796 !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-outlined{background-color:transparent;border-color:#ed8796;box-shadow:none;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ed8796 #ed8796 !important}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-light{background-color:#fcedef;color:#971729}html.theme--catppuccin-macchiato .button.is-danger.is-light:hover,html.theme--catppuccin-macchiato .button.is-danger.is-light.is-hovered{background-color:#fbe2e6;border-color:transparent;color:#971729}html.theme--catppuccin-macchiato .button.is-danger.is-light:active,html.theme--catppuccin-macchiato .button.is-danger.is-light.is-active{background-color:#f9d7dc;border-color:transparent;color:#971729}html.theme--catppuccin-macchiato .button.is-small,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-macchiato .button.is-small:not(.is-rounded),html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-macchiato .button.is-normal{font-size:1rem}html.theme--catppuccin-macchiato .button.is-medium{font-size:1.25rem}html.theme--catppuccin-macchiato .button.is-large{font-size:1.5rem}html.theme--catppuccin-macchiato .button[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button{background-color:#6e738d;border-color:#5b6078;box-shadow:none;opacity:.5}html.theme--catppuccin-macchiato .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-macchiato .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-macchiato .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-macchiato .button.is-static{background-color:#1e2030;border-color:#5b6078;color:#8087a2;box-shadow:none;pointer-events:none}html.theme--catppuccin-macchiato .button.is-rounded,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-macchiato .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-macchiato .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-macchiato .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-macchiato .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-macchiato .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-macchiato .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-macchiato .buttons.are-small 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.container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-macchiato .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-macchiato .content li+li{margin-top:0.25em}html.theme--catppuccin-macchiato .content p:not(:last-child),html.theme--catppuccin-macchiato .content dl:not(:last-child),html.theme--catppuccin-macchiato .content ol:not(:last-child),html.theme--catppuccin-macchiato .content ul:not(:last-child),html.theme--catppuccin-macchiato .content blockquote:not(:last-child),html.theme--catppuccin-macchiato .content pre:not(:last-child),html.theme--catppuccin-macchiato .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-macchiato .content h1,html.theme--catppuccin-macchiato .content h2,html.theme--catppuccin-macchiato .content h3,html.theme--catppuccin-macchiato .content h4,html.theme--catppuccin-macchiato .content h5,html.theme--catppuccin-macchiato .content 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ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-macchiato .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-macchiato .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-macchiato .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-macchiato .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-macchiato .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-macchiato .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-macchiato .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-macchiato .content ul ul ul{list-style-type:square}html.theme--catppuccin-macchiato .content dd{margin-left:2em}html.theme--catppuccin-macchiato .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-macchiato 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form.docs-search>input.is-active{box-shadow:0 0 0 0.125em rgba(255,255,255,0.25)}html.theme--catppuccin-macchiato .is-black.textarea,html.theme--catppuccin-macchiato .is-black.input,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-black{border-color:#0a0a0a}html.theme--catppuccin-macchiato .is-black.textarea:focus,html.theme--catppuccin-macchiato .is-black.input:focus,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-black:focus,html.theme--catppuccin-macchiato .is-black.is-focused.textarea,html.theme--catppuccin-macchiato .is-black.is-focused.input,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-focused,html.theme--catppuccin-macchiato .is-black.textarea:active,html.theme--catppuccin-macchiato .is-black.input:active,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-black:active,html.theme--catppuccin-macchiato 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html.theme--catppuccin-mocha .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-link.is-light{background-color:#ebf3fe;color:#063c93}html.theme--catppuccin-mocha .button.is-link.is-light:hover,html.theme--catppuccin-mocha .button.is-link.is-light.is-hovered{background-color:#dfebfe;border-color:transparent;color:#063c93}html.theme--catppuccin-mocha .button.is-link.is-light:active,html.theme--catppuccin-mocha .button.is-link.is-light.is-active{background-color:#d3e3fd;border-color:transparent;color:#063c93}html.theme--catppuccin-mocha .button.is-info{background-color:#94e2d5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:hover,html.theme--catppuccin-mocha .button.is-info.is-hovered{background-color:#8adfd1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:focus,html.theme--catppuccin-mocha .button.is-info.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:focus:not(:active),html.theme--catppuccin-mocha .button.is-info.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(148,226,213,0.25)}html.theme--catppuccin-mocha .button.is-info:active,html.theme--catppuccin-mocha .button.is-info.is-active{background-color:#80ddcd;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info{background-color:#94e2d5;border-color:#94e2d5;box-shadow:none}html.theme--catppuccin-mocha .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted:hover,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-info.is-outlined{background-color:transparent;border-color:#94e2d5;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-outlined:hover,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-info.is-outlined:focus,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-focused{background-color:#94e2d5;border-color:#94e2d5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading::after{border-color:transparent transparent #94e2d5 #94e2d5 !important}html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-info.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-outlined{background-color:transparent;border-color:#94e2d5;box-shadow:none;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #94e2d5 #94e2d5 !important}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-light{background-color:#effbf9;color:#207466}html.theme--catppuccin-mocha .button.is-info.is-light:hover,html.theme--catppuccin-mocha .button.is-info.is-light.is-hovered{background-color:#e5f8f5;border-color:transparent;color:#207466}html.theme--catppuccin-mocha .button.is-info.is-light:active,html.theme--catppuccin-mocha .button.is-info.is-light.is-active{background-color:#dbf5f1;border-color:transparent;color:#207466}html.theme--catppuccin-mocha .button.is-success{background-color:#a6e3a1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:hover,html.theme--catppuccin-mocha .button.is-success.is-hovered{background-color:#9de097;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:focus,html.theme--catppuccin-mocha .button.is-success.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:focus:not(:active),html.theme--catppuccin-mocha .button.is-success.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(166,227,161,0.25)}html.theme--catppuccin-mocha .button.is-success:active,html.theme--catppuccin-mocha .button.is-success.is-active{background-color:#93dd8d;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success{background-color:#a6e3a1;border-color:#a6e3a1;box-shadow:none}html.theme--catppuccin-mocha .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted:hover,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-success.is-outlined{background-color:transparent;border-color:#a6e3a1;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-outlined:hover,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-success.is-outlined:focus,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-focused{background-color:#a6e3a1;border-color:#a6e3a1;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6e3a1 #a6e3a1 !important}html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-outlined{background-color:transparent;border-color:#a6e3a1;box-shadow:none;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6e3a1 #a6e3a1 !important}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-light{background-color:#f0faef;color:#287222}html.theme--catppuccin-mocha .button.is-success.is-light:hover,html.theme--catppuccin-mocha .button.is-success.is-light.is-hovered{background-color:#e7f7e5;border-color:transparent;color:#287222}html.theme--catppuccin-mocha .button.is-success.is-light:active,html.theme--catppuccin-mocha .button.is-success.is-light.is-active{background-color:#def4dc;border-color:transparent;color:#287222}html.theme--catppuccin-mocha .button.is-warning{background-color:#f9e2af;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:hover,html.theme--catppuccin-mocha .button.is-warning.is-hovered{background-color:#f8dea3;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:focus,html.theme--catppuccin-mocha .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:focus:not(:active),html.theme--catppuccin-mocha .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(249,226,175,0.25)}html.theme--catppuccin-mocha .button.is-warning:active,html.theme--catppuccin-mocha .button.is-warning.is-active{background-color:#f7d997;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning{background-color:#f9e2af;border-color:#f9e2af;box-shadow:none}html.theme--catppuccin-mocha .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted:hover,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined{background-color:transparent;border-color:#f9e2af;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-outlined:hover,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-warning.is-outlined:focus,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-focused{background-color:#f9e2af;border-color:#f9e2af;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #f9e2af #f9e2af !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-outlined{background-color:transparent;border-color:#f9e2af;box-shadow:none;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f9e2af #f9e2af !important}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-light{background-color:#fef8ec;color:#8a620a}html.theme--catppuccin-mocha .button.is-warning.is-light:hover,html.theme--catppuccin-mocha .button.is-warning.is-light.is-hovered{background-color:#fdf4e0;border-color:transparent;color:#8a620a}html.theme--catppuccin-mocha .button.is-warning.is-light:active,html.theme--catppuccin-mocha .button.is-warning.is-light.is-active{background-color:#fcf0d4;border-color:transparent;color:#8a620a}html.theme--catppuccin-mocha .button.is-danger{background-color:#f38ba8;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:hover,html.theme--catppuccin-mocha .button.is-danger.is-hovered{background-color:#f27f9f;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:focus,html.theme--catppuccin-mocha .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:focus:not(:active),html.theme--catppuccin-mocha .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(243,139,168,0.25)}html.theme--catppuccin-mocha .button.is-danger:active,html.theme--catppuccin-mocha .button.is-danger.is-active{background-color:#f17497;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger{background-color:#f38ba8;border-color:#f38ba8;box-shadow:none}html.theme--catppuccin-mocha .button.is-danger.is-inverted{background-color:#fff;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted:hover,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-mocha .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined{background-color:transparent;border-color:#f38ba8;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-outlined:hover,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-danger.is-outlined:focus,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-focused{background-color:#f38ba8;border-color:#f38ba8;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #f38ba8 #f38ba8 !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-outlined{background-color:transparent;border-color:#f38ba8;box-shadow:none;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f38ba8 #f38ba8 !important}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-light{background-color:#fdedf1;color:#991036}html.theme--catppuccin-mocha .button.is-danger.is-light:hover,html.theme--catppuccin-mocha .button.is-danger.is-light.is-hovered{background-color:#fce1e8;border-color:transparent;color:#991036}html.theme--catppuccin-mocha .button.is-danger.is-light:active,html.theme--catppuccin-mocha .button.is-danger.is-light.is-active{background-color:#fbd5e0;border-color:transparent;color:#991036}html.theme--catppuccin-mocha .button.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-mocha .button.is-small:not(.is-rounded),html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-mocha .button.is-normal{font-size:1rem}html.theme--catppuccin-mocha .button.is-medium{font-size:1.25rem}html.theme--catppuccin-mocha .button.is-large{font-size:1.5rem}html.theme--catppuccin-mocha .button[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button{background-color:#6c7086;border-color:#585b70;box-shadow:none;opacity:.5}html.theme--catppuccin-mocha .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-mocha .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-mocha .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-mocha .button.is-static{background-color:#181825;border-color:#585b70;color:#7f849c;box-shadow:none;pointer-events:none}html.theme--catppuccin-mocha .button.is-rounded,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-mocha .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-mocha .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-mocha .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-mocha .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-mocha .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-mocha .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-mocha .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-mocha .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-mocha .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-mocha .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-mocha .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-mocha .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-mocha .buttons.has-addons .button:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-mocha .buttons.has-addons .button:focus,html.theme--catppuccin-mocha .buttons.has-addons .button.is-focused,html.theme--catppuccin-mocha .buttons.has-addons .button:active,html.theme--catppuccin-mocha .buttons.has-addons .button.is-active,html.theme--catppuccin-mocha .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-mocha .buttons.has-addons .button:focus:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-mocha .buttons.has-addons .button:active:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-mocha .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-mocha .buttons.is-centered{justify-content:center}html.theme--catppuccin-mocha .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-mocha .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-mocha .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-mocha .button.is-responsive.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-mocha .button.is-responsive,html.theme--catppuccin-mocha .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-mocha .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-mocha .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-mocha .button.is-responsive.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-mocha .button.is-responsive,html.theme--catppuccin-mocha .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-mocha .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-mocha .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-mocha .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-mocha .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-mocha .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-mocha .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-mocha .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-mocha .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-mocha .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-mocha .content li+li{margin-top:0.25em}html.theme--catppuccin-mocha .content p:not(:last-child),html.theme--catppuccin-mocha .content dl:not(:last-child),html.theme--catppuccin-mocha .content ol:not(:last-child),html.theme--catppuccin-mocha .content ul:not(:last-child),html.theme--catppuccin-mocha .content blockquote:not(:last-child),html.theme--catppuccin-mocha .content pre:not(:last-child),html.theme--catppuccin-mocha .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-mocha .content h1,html.theme--catppuccin-mocha .content h2,html.theme--catppuccin-mocha .content h3,html.theme--catppuccin-mocha .content h4,html.theme--catppuccin-mocha .content h5,html.theme--catppuccin-mocha .content h6{color:#cdd6f4;font-weight:600;line-height:1.125}html.theme--catppuccin-mocha .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-mocha .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-mocha .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-mocha .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-mocha .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-mocha .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-mocha .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-mocha .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-mocha .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-mocha .content blockquote{background-color:#181825;border-left:5px solid #585b70;padding:1.25em 1.5em}html.theme--catppuccin-mocha .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-mocha .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-mocha .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-mocha .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-mocha .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-mocha .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-mocha .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-mocha .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-mocha .content ul ul ul{list-style-type:square}html.theme--catppuccin-mocha .content dd{margin-left:2em}html.theme--catppuccin-mocha .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-mocha .content figure:not(:first-child){margin-top:2em}html.theme--catppuccin-mocha .content figure:not(:last-child){margin-bottom:2em}html.theme--catppuccin-mocha .content figure img{display:inline-block}html.theme--catppuccin-mocha .content figure figcaption{font-style:italic}html.theme--catppuccin-mocha .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--catppuccin-mocha .content sup,html.theme--catppuccin-mocha .content sub{font-size:75%}html.theme--catppuccin-mocha .content table{width:100%}html.theme--catppuccin-mocha .content table td,html.theme--catppuccin-mocha .content table th{border:1px solid #585b70;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--catppuccin-mocha .content table th{color:#b8c5ef}html.theme--catppuccin-mocha .content table th:not([align]){text-align:inherit}html.theme--catppuccin-mocha .content table thead td,html.theme--catppuccin-mocha .content table thead th{border-width:0 0 2px;color:#b8c5ef}html.theme--catppuccin-mocha .content table tfoot td,html.theme--catppuccin-mocha .content table tfoot th{border-width:2px 0 0;color:#b8c5ef}html.theme--catppuccin-mocha .content table tbody tr:last-child td,html.theme--catppuccin-mocha .content table tbody tr:last-child th{border-bottom-width:0}html.theme--catppuccin-mocha .content .tabs li+li{margin-top:0}html.theme--catppuccin-mocha .content.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--catppuccin-mocha .content.is-normal{font-size:1rem}html.theme--catppuccin-mocha .content.is-medium{font-size:1.25rem}html.theme--catppuccin-mocha .content.is-large{font-size:1.5rem}html.theme--catppuccin-mocha .icon{align-items:center;display:inline-flex;justify-content:center;height:1.5rem;width:1.5rem}html.theme--catppuccin-mocha .icon.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.icon{height:1rem;width:1rem}html.theme--catppuccin-mocha .icon.is-medium{height:2rem;width:2rem}html.theme--catppuccin-mocha .icon.is-large{height:3rem;width:3rem}html.theme--catppuccin-mocha .icon-text{align-items:flex-start;color:inherit;display:inline-flex;flex-wrap:wrap;line-height:1.5rem;vertical-align:top}html.theme--catppuccin-mocha .icon-text .icon{flex-grow:0;flex-shrink:0}html.theme--catppuccin-mocha .icon-text .icon:not(:last-child){margin-right:.25em}html.theme--catppuccin-mocha .icon-text .icon:not(:first-child){margin-left:.25em}html.theme--catppuccin-mocha div.icon-text{display:flex}html.theme--catppuccin-mocha .image,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img{display:block;position:relative}html.theme--catppuccin-mocha .image img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img img{display:block;height:auto;width:100%}html.theme--catppuccin-mocha .image img.is-rounded,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--catppuccin-mocha .image.is-fullwidth,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--catppuccin-mocha .image.is-square img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--catppuccin-mocha .image.is-square .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--catppuccin-mocha .image.is-1by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar 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.has-ratio,html.theme--catppuccin-mocha .image.is-5by3 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by3 img,html.theme--catppuccin-mocha .image.is-5by3 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by3 .has-ratio,html.theme--catppuccin-mocha .image.is-16by9 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-16by9 img,html.theme--catppuccin-mocha .image.is-16by9 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-16by9 .has-ratio,html.theme--catppuccin-mocha .image.is-2by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by1 img,html.theme--catppuccin-mocha .image.is-2by1 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by1 .has-ratio,html.theme--catppuccin-mocha .image.is-3by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by1 img,html.theme--catppuccin-mocha 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img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by5 img,html.theme--catppuccin-mocha .image.is-3by5 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by5 .has-ratio,html.theme--catppuccin-mocha .image.is-9by16 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-9by16 img,html.theme--catppuccin-mocha .image.is-9by16 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-9by16 .has-ratio,html.theme--catppuccin-mocha .image.is-1by2 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by2 img,html.theme--catppuccin-mocha .image.is-1by2 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by2 .has-ratio,html.theme--catppuccin-mocha .image.is-1by3 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by3 img,html.theme--catppuccin-mocha .image.is-1by3 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by3 .has-ratio{height:100%;width:100%}html.theme--catppuccin-mocha .image.is-square,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-square,html.theme--catppuccin-mocha .image.is-1by1,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by1{padding-top:100%}html.theme--catppuccin-mocha .image.is-5by4,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by4{padding-top:80%}html.theme--catppuccin-mocha .image.is-4by3,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-4by3{padding-top:75%}html.theme--catppuccin-mocha .image.is-3by2,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by2{padding-top:66.6666%}html.theme--catppuccin-mocha .image.is-5by3,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by3{padding-top:60%}html.theme--catppuccin-mocha .image.is-16by9,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-16by9{padding-top:56.25%}html.theme--catppuccin-mocha .image.is-2by1,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by1{padding-top:50%}html.theme--catppuccin-mocha .image.is-3by1,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by1{padding-top:33.3333%}html.theme--catppuccin-mocha .image.is-4by5,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-4by5{padding-top:125%}html.theme--catppuccin-mocha .image.is-3by4,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by4{padding-top:133.3333%}html.theme--catppuccin-mocha .image.is-2by3,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by3{padding-top:150%}html.theme--catppuccin-mocha .image.is-3by5,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by5{padding-top:166.6666%}html.theme--catppuccin-mocha .image.is-9by16,html.theme--catppuccin-mocha #documenter 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.button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-focused{background-color:#fff;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-light{background-color:#ecf0f1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:hover,html.theme--documenter-dark .button.is-light.is-hovered{background-color:#e5eaec;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:focus,html.theme--documenter-dark .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:focus:not(:active),html.theme--documenter-dark .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(236,240,241,0.25)}html.theme--documenter-dark .button.is-light:active,html.theme--documenter-dark .button.is-light.is-active{background-color:#dde4e6;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light{background-color:#ecf0f1;border-color:#ecf0f1;box-shadow:none}html.theme--documenter-dark .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted:hover,html.theme--documenter-dark .button.is-light.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--documenter-dark .button.is-light.is-outlined{background-color:transparent;border-color:#ecf0f1;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-outlined:hover,html.theme--documenter-dark .button.is-light.is-outlined.is-hovered,html.theme--documenter-dark .button.is-light.is-outlined:focus,html.theme--documenter-dark .button.is-light.is-outlined.is-focused{background-color:#ecf0f1;border-color:#ecf0f1;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-outlined.is-loading::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-light.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--documenter-dark .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-outlined{background-color:transparent;border-color:#ecf0f1;box-shadow:none;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-dark,html.theme--documenter-dark .content kbd.button{background-color:#282f2f;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:hover,html.theme--documenter-dark .content kbd.button:hover,html.theme--documenter-dark .button.is-dark.is-hovered,html.theme--documenter-dark .content kbd.button.is-hovered{background-color:#232829;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:focus,html.theme--documenter-dark .content kbd.button:focus,html.theme--documenter-dark .button.is-dark.is-focused,html.theme--documenter-dark .content kbd.button.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:focus:not(:active),html.theme--documenter-dark .content kbd.button:focus:not(:active),html.theme--documenter-dark .button.is-dark.is-focused:not(:active),html.theme--documenter-dark .content kbd.button.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(40,47,47,0.25)}html.theme--documenter-dark .button.is-dark:active,html.theme--documenter-dark .content kbd.button:active,html.theme--documenter-dark .button.is-dark.is-active,html.theme--documenter-dark .content kbd.button.is-active{background-color:#1d2122;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark[disabled],html.theme--documenter-dark .content kbd.button[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark,fieldset[disabled] html.theme--documenter-dark .content kbd.button{background-color:#282f2f;border-color:#282f2f;box-shadow:none}html.theme--documenter-dark .button.is-dark.is-inverted,html.theme--documenter-dark .content kbd.button.is-inverted{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted:hover,html.theme--documenter-dark .content kbd.button.is-inverted:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-dark.is-inverted[disabled],html.theme--documenter-dark .content kbd.button.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-inverted,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-loading::after,html.theme--documenter-dark .content kbd.button.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined,html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-outlined.is-focused{background-color:#282f2f;border-color:#282f2f;color:#fff}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-primary,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink{background-color:#375a7f;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:hover,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#335476;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:focus,html.theme--documenter-dark 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.docstring>section>a.button.is-outlined.is-hovered.docs-sourcelink,html.theme--documenter-dark .button.is-primary.is-outlined:focus,html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink:focus,html.theme--documenter-dark .button.is-primary.is-outlined.is-focused,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-focused.docs-sourcelink{background-color:#375a7f;border-color:#375a7f;color:#fff}html.theme--documenter-dark .button.is-primary.is-outlined.is-loading::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink::after{border-color:transparent transparent #375a7f #375a7f !important}html.theme--documenter-dark .button.is-primary.is-outlined.is-loading:hover::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink:hover::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.is-hovered.docs-sourcelink::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading:focus::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink:focus::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.is-focused.docs-sourcelink::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-primary.is-outlined[disabled],html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-primary.is-outlined,fieldset[disabled] html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink{background-color:transparent;border-color:#375a7f;box-shadow:none;color:#375a7f}html.theme--documenter-dark 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.button.is-link.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-link.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-link.is-outlined{background-color:transparent;border-color:#1abc9c;box-shadow:none;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-focused{background-color:#fff;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #1abc9c #1abc9c !important}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-link.is-light{background-color:#edfdf9;color:#15987e}html.theme--documenter-dark .button.is-link.is-light:hover,html.theme--documenter-dark .button.is-link.is-light.is-hovered{background-color:#e2fbf6;border-color:transparent;color:#15987e}html.theme--documenter-dark .button.is-link.is-light:active,html.theme--documenter-dark 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.button.is-info.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-focused{background-color:#fff;color:#3c5dcd}html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #3c5dcd #3c5dcd !important}html.theme--documenter-dark .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark 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.button.is-success.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#259a12}html.theme--documenter-dark .button.is-success.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-success.is-outlined{background-color:transparent;border-color:#259a12;color:#259a12}html.theme--documenter-dark .button.is-success.is-outlined:hover,html.theme--documenter-dark .button.is-success.is-outlined.is-hovered,html.theme--documenter-dark .button.is-success.is-outlined:focus,html.theme--documenter-dark .button.is-success.is-outlined.is-focused{background-color:#259a12;border-color:#259a12;color:#fff}html.theme--documenter-dark .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #259a12 #259a12 !important}html.theme--documenter-dark .button.is-success.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-success.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-success.is-outlined{background-color:transparent;border-color:#259a12;box-shadow:none;color:#259a12}html.theme--documenter-dark .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-success.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-focused{background-color:#fff;color:#259a12}html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #259a12 #259a12 !important}html.theme--documenter-dark .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-success.is-light{background-color:#effded;color:#2ec016}html.theme--documenter-dark .button.is-success.is-light:hover,html.theme--documenter-dark 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rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--documenter-dark .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning.is-outlined{background-color:transparent;border-color:#f4c72f;box-shadow:none;color:#f4c72f}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f4c72f}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f4c72f #f4c72f !important}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-warning.is-light{background-color:#fefaec;color:#8c6e07}html.theme--documenter-dark .button.is-warning.is-light:hover,html.theme--documenter-dark .button.is-warning.is-light.is-hovered{background-color:#fdf7e0;border-color:transparent;color:#8c6e07}html.theme--documenter-dark .button.is-warning.is-light:active,html.theme--documenter-dark .button.is-warning.is-light.is-active{background-color:#fdf3d3;border-color:transparent;color:#8c6e07}html.theme--documenter-dark .button.is-danger{background-color:#cb3c33;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-danger:hover,html.theme--documenter-dark .button.is-danger.is-hovered{background-color:#c13930;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-danger:focus,html.theme--documenter-dark .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-danger:focus:not(:active),html.theme--documenter-dark .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(203,60,51,0.25)}html.theme--documenter-dark .button.is-danger:active,html.theme--documenter-dark .button.is-danger.is-active{background-color:#b7362e;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-danger[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-danger{background-color:#cb3c33;border-color:#cb3c33;box-shadow:none}html.theme--documenter-dark .button.is-danger.is-inverted{background-color:#fff;color:#cb3c33}html.theme--documenter-dark .button.is-danger.is-inverted:hover,html.theme--documenter-dark .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#cb3c33}html.theme--documenter-dark .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-danger.is-outlined{background-color:transparent;border-color:#cb3c33;color:#cb3c33}html.theme--documenter-dark .button.is-danger.is-outlined:hover,html.theme--documenter-dark .button.is-danger.is-outlined.is-hovered,html.theme--documenter-dark 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html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-danger.is-light{background-color:#fbefef;color:#c03930}html.theme--documenter-dark .button.is-danger.is-light:hover,html.theme--documenter-dark .button.is-danger.is-light.is-hovered{background-color:#f8e6e5;border-color:transparent;color:#c03930}html.theme--documenter-dark .button.is-danger.is-light:active,html.theme--documenter-dark .button.is-danger.is-light.is-active{background-color:#f6dcda;border-color:transparent;color:#c03930}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--documenter-dark .button.is-small:not(.is-rounded),html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--documenter-dark .button.is-normal{font-size:1rem}html.theme--documenter-dark .button.is-medium{font-size:1.25rem}html.theme--documenter-dark .button.is-large{font-size:1.5rem}html.theme--documenter-dark .button[disabled],fieldset[disabled] html.theme--documenter-dark .button{background-color:#8c9b9d;border-color:#5e6d6f;box-shadow:none;opacity:.5}html.theme--documenter-dark .button.is-fullwidth{display:flex;width:100%}html.theme--documenter-dark .button.is-loading{color:transparent !important;pointer-events:none}html.theme--documenter-dark .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--documenter-dark .button.is-static{background-color:#282f2f;border-color:#5e6d6f;color:#dbdee0;box-shadow:none;pointer-events:none}html.theme--documenter-dark .button.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 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.buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--documenter-dark .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--documenter-dark .buttons.has-addons .button:last-child{margin-right:0}html.theme--documenter-dark .buttons.has-addons .button:hover,html.theme--documenter-dark .buttons.has-addons .button.is-hovered{z-index:2}html.theme--documenter-dark .buttons.has-addons .button:focus,html.theme--documenter-dark .buttons.has-addons .button.is-focused,html.theme--documenter-dark .buttons.has-addons .button:active,html.theme--documenter-dark .buttons.has-addons .button.is-active,html.theme--documenter-dark .buttons.has-addons .button.is-selected{z-index:3}html.theme--documenter-dark .buttons.has-addons .button:focus:hover,html.theme--documenter-dark .buttons.has-addons .button.is-focused:hover,html.theme--documenter-dark .buttons.has-addons .button:active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--documenter-dark .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--documenter-dark .buttons.is-centered{justify-content:center}html.theme--documenter-dark .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--documenter-dark .buttons.is-right{justify-content:flex-end}html.theme--documenter-dark .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:1rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1.25rem}}html.theme--documenter-dark .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--documenter-dark .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--documenter-dark .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--documenter-dark .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--documenter-dark .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--documenter-dark .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--documenter-dark .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--documenter-dark .content li+li{margin-top:0.25em}html.theme--documenter-dark .content p:not(:last-child),html.theme--documenter-dark .content dl:not(:last-child),html.theme--documenter-dark .content ol:not(:last-child),html.theme--documenter-dark .content ul:not(:last-child),html.theme--documenter-dark .content blockquote:not(:last-child),html.theme--documenter-dark .content pre:not(:last-child),html.theme--documenter-dark .content table:not(:last-child){margin-bottom:1em}html.theme--documenter-dark .content h1,html.theme--documenter-dark .content h2,html.theme--documenter-dark .content h3,html.theme--documenter-dark .content h4,html.theme--documenter-dark .content h5,html.theme--documenter-dark .content h6{color:#f2f2f2;font-weight:600;line-height:1.125}html.theme--documenter-dark .content h1{font-size:2em;margin-bottom:0.5em}html.theme--documenter-dark .content h1:not(:first-child){margin-top:1em}html.theme--documenter-dark .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--documenter-dark .content h2:not(:first-child){margin-top:1.1428em}html.theme--documenter-dark .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--documenter-dark .content h3:not(:first-child){margin-top:1.3333em}html.theme--documenter-dark .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--documenter-dark .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--documenter-dark .content h6{font-size:1em;margin-bottom:1em}html.theme--documenter-dark .content blockquote{background-color:#282f2f;border-left:5px solid #5e6d6f;padding:1.25em 1.5em}html.theme--documenter-dark .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ol:not([type]){list-style-type:decimal}html.theme--documenter-dark .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--documenter-dark .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--documenter-dark .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--documenter-dark .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--documenter-dark .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--documenter-dark .content ul ul ul{list-style-type:square}html.theme--documenter-dark .content dd{margin-left:2em}html.theme--documenter-dark .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--documenter-dark .content figure:not(:first-child){margin-top:2em}html.theme--documenter-dark .content figure:not(:last-child){margin-bottom:2em}html.theme--documenter-dark .content figure img{display:inline-block}html.theme--documenter-dark .content figure figcaption{font-style:italic}html.theme--documenter-dark .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--documenter-dark .content sup,html.theme--documenter-dark .content sub{font-size:75%}html.theme--documenter-dark .content table{width:100%}html.theme--documenter-dark .content table td,html.theme--documenter-dark .content table th{border:1px solid #5e6d6f;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--documenter-dark .content table th{color:#f2f2f2}html.theme--documenter-dark .content table th:not([align]){text-align:inherit}html.theme--documenter-dark .content table thead td,html.theme--documenter-dark .content table thead th{border-width:0 0 2px;color:#f2f2f2}html.theme--documenter-dark .content table tfoot td,html.theme--documenter-dark .content table tfoot th{border-width:2px 0 0;color:#f2f2f2}html.theme--documenter-dark .content table tbody tr:last-child td,html.theme--documenter-dark .content table tbody tr:last-child th{border-bottom-width:0}html.theme--documenter-dark .content .tabs li+li{margin-top:0}html.theme--documenter-dark .content.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--documenter-dark .content.is-normal{font-size:1rem}html.theme--documenter-dark .content.is-medium{font-size:1.25rem}html.theme--documenter-dark .content.is-large{font-size:1.5rem}html.theme--documenter-dark 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img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img img{display:block;height:auto;width:100%}html.theme--documenter-dark .image img.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--documenter-dark .image.is-fullwidth,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--documenter-dark .image.is-square img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--documenter-dark .image.is-square .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--documenter-dark .image.is-1by1 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by1 img,html.theme--documenter-dark .image.is-1by1 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by1 .has-ratio,html.theme--documenter-dark .image.is-5by4 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.docs-logo>img.is-3by1{padding-top:33.3333%}html.theme--documenter-dark .image.is-4by5,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-4by5{padding-top:125%}html.theme--documenter-dark .image.is-3by4,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by4{padding-top:133.3333%}html.theme--documenter-dark .image.is-2by3,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-2by3{padding-top:150%}html.theme--documenter-dark .image.is-3by5,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by5{padding-top:166.6666%}html.theme--documenter-dark .image.is-9by16,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-9by16{padding-top:177.7777%}html.theme--documenter-dark .image.is-1by2,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by2{padding-top:200%}html.theme--documenter-dark .image.is-1by3,html.theme--documenter-dark #documenter .docs-sidebar 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diff --git a/dev/library/function_index/index.html b/dev/library/function_index/index.html new file mode 100644 index 0000000..c8bb598 --- /dev/null +++ b/dev/library/function_index/index.html @@ -0,0 +1,2 @@ + +Function index · ClimaOceanBiogeochemistry.jl
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Index

diff --git a/dev/library/internals/index.html b/dev/library/internals/index.html new file mode 100644 index 0000000..cd48c93 --- /dev/null +++ b/dev/library/internals/index.html @@ -0,0 +1,65 @@ + +Private · ClimaOceanBiogeochemistry.jl
GitHub

Private types and functions

Documentation for ClimaOceanBiogeochemistry.jl's internal interface.

ClimaOceanBiogeochemistry

ClimaOceanBiogeochemistry.CarbonAlkalinityNutrients — Method
CarbonAlkalinityNutrients(  reference_density                             = 1024.5,
+                            maximum_net_community_production_rate         = 1 / day,
+                            phosphate_half_saturation                     = 1e-7 * reference_density,
+                            nitrate_half_saturation                       = 1.6e-6 * reference_density,
+                            iron_half_saturation                          = 1e-10 * reference_density,
+                            incident_PAR                                  = 700.0,
+                            PAR_half_saturation                           = 10.0,
+                            PAR_attenuation_scale                         = 25.0,
+                            fraction_of_particulate_export                = 0.33,
+                            dissolved_organic_phosphorus_remin_timescale  = 1 / 30day,
+                            particulate_organic_phosphorus_remin_timescale= 0.03 / day, 
+                            stoichoimetric_ratio_carbon_to_phosphate      = 106.0
+                            stoichoimetric_ratio_nitrate_to_phosphate     = 16.0
+                            stoichoimetric_ratio_phosphate_to_oxygen      = 170.0,
+                            stoichoimetric_ratio_iron_to_phosphate        = 4.68e-4
+                            stoichoimetric_ratio_carbon_to_nitrate        = 106 / 16
+                            stoichoimetric_ratio_carbon_to_oxygen         = 106 / 170,
+                            stoichoimetric_ratio_carbon_to_iron           = 106 / 1.e-3,
+                            stoichoimetric_ratio_silicate_to_phosphate    = 15.0,
+                            rain_ratio_inorganic_to_organic_carbon        = 1e-1,
+                            martin_curve_exponent                         = 0.84, 
+                            iron_scavenging_rate                          = 5e-4 / day,
+                            ligand_concentration                          = 1e-9 * reference_density,
+                            ligand_stability_coefficient                  = 1e8
+                            particulate_organic_phosphorus_sinking_velocity    = -10.0 / day)

Return a seven-tracer biogeochemistry model for the interaction of carbon, alkalinity, and nutrients.

Keyword Arguments

Tracer names

  • DIC: Dissolved Inorganic Carbon

  • ALK: Alkalinity

  • PO₄: Phosphate (macronutrient)

  • NO₃: Nitrate (macronutrient)

  • DOP: Dissolved Organic Phosphate (macronutrient)

  • Fe: Dissolved Iron (micronutrient)

Biogeochemical functions

  • transitions for DIC, ALK, PO₄, NO₃, POP, DOP, POP and Fe

  • biogeochemical_drift_velocity for DOP, modeling the sinking of detritus at a constant detritus_sinking_speed.

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ClimaOceanBiogeochemistry.NutrientsPlanktonBacteriaDetritus — Method
NutrientsPlanktonBacteriaDetritus(; grid,
+                                    maximum_plankton_growth_rate = 1/day,
+                                    maximum_bacteria_growth_rate = 1/day
+                                    maximum_grazing_rate         = 3/day
+                                    bacteria_yield               = 0.2
+                                    zooplankton_yield            = 0.3
+                                    linear_remineralization_rate = 0.03/day,
+                                    linear_mortality_rate        = 0.01/day,
+                                    quadratic_mortality_rate     = 0.1/day,
+                                    quadratic_mortality_rate_Z   = 1/day,
+                                    nutrient_half_saturation     = 0.1,
+                                    detritus_half_saturation     = 0.1,
+                                    grazing_half_saturation      = 3.0,
+                                    PAR_half_saturation          = 10.0,
+                                    PAR_attenuation_scale        = 25.0,
+                                    detritus_vertical_velocity   = -10/day)

Return a six-tracer biogeochemistry model for the interaction of nutrients (N), phytoplankton (P), zooplankton(Z), bacteria (B), dissolved detritus (D1), and particulate detritus (D2).

Keyword Arguments

  • grid (required): An Oceananigans' grid.

  • maximum_plankton_growth_rate: (s⁻¹) Growth rate of plankton P unlimited by the availability of nutrients and light. Default: 1/day.

  • maximum_bacteria_growth_rate: (s⁻¹) Growth rate of plankton B unlimited by the availability of nutrients and light. Default = 0.5/day.

  • maximum_grazing_rate: (s⁻¹) Maximum grazing rate of phytoplankton by zooplankton.

  • bacteria_yield: Determines fractional nutrient production by bacteria production relative to consumption of detritus such that $∂_t N / ∂_t D = 1 - y$, where y = bacteria_yield. Default: 0.2.

  • linear_remineralization_rate: (s⁻¹) Remineralization rate constant of detritus 'D', assuming linear remineralization of 'D', while implicitly modeling bacteria 'B'. Default = 0.3/day.

  • linear_mortality_rate: (s⁻¹) Linear term of the mortality rate of both plankton and bacteria.

  • quadratic_mortality_rate: (s⁻¹) Quadratic term of the mortality rate of both plankton and bacteria.

  • nutrient_half_saturation: (mmol m⁻³) Half-saturation of nutrients for plankton production.

  • detritus_half_saturation: (mmol m⁻³) Half-saturation of nutrients for bacteria production. Default = 10.0 mmol m⁻³.

  • phytoplankton_half_saturation: (mmol m⁻³) Half-saturation of phytoplankton for zooplankton production.

  • zooplankton_assimilation: Fractional assimilation efficiency for zooplankton.

  • PAR_half_saturation: (W m⁻²) Half-saturation of photosynthetically available radiation (PAR) for plankton production.

  • PAR_attenuation_scale: (m) Depth scale over which photosynthetically available radiation (PAR) attenuates exponentially.

  • detritus_sinking_speed: (m s⁻¹) Sinking velocity of particulate detritus.

Tracer names

  • N: nutrients

  • P: phytoplankton

  • Z: zooplankton

  • B: bacteria

  • D: detritus

Biogeochemical functions

  • transitions for N, P, Z, B, D

  • biogeochemical_drift_velocity for D2, modeling the sinking of detritus at a constant detritus_sinking_speed.

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ClimaOceanBiogeochemistry.PAR — Method
PAR(surface_photosynthetically_active_ratiation, 
+    photosynthetically_active_ratiation_attenuation_scale, 
+    depth)

Calculate the photosynthetically active radiation (PAR) at a given depth due to attenuation.

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ClimaOceanBiogeochemistry.iron_scavenging — Method
iron_scavenging(iron_scavenging_rate, 
+                iron_concentration, 
+                ligand_concentration, 
+                ligand_stability_coefficient)

Calculate the scavenging loss of iron. Iron scavenging depends on free iron, which involves solving a quadratic equation in terms of ligand concentration and stability coefficient. Ligand-complexed iron is protected from being scavenged.

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ClimaOceanBiogeochemistry.net_community_production — Method
net_community_production(maximum_net_community_production_rate,
+                         light_half_saturation, 
+                         phosphate_half_saturation, 
+                         nitrate_half_saturation, 
+                         iron_half_saturation, 
+                         photosynthetically_active_radiation, 
+                         phosphate_concentration, 
+                         nitrate_concentration, 
+                         iron_concentration)
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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fˢⁱᵗₖ₁ — Function
Fˢⁱᵗₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pˢⁱᵗₖ₁)

Return the first dissociation constant of silicic acid (H4SiO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pˢⁱᵗₖ₁.

References: Yao and Millero (1995) cited by Millero (1995) pH scale : SWS (according to Dickson et al, 2007) Note : No pressure correction available Note : converted here from mol/kg-H2O to mol/kg-sw

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ˢₖ₁ — Function
Fᴴ²ˢₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴴ²ˢₖ₁)

Return the dissociation constant of hydrogen sulfide in sea-water, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴ²ˢₖ₁.

References: Millero et al. (1988) (cited by Millero (1995) Millero (1995) for pressure correction pH scale : - SWS (according to Yao and Millero, 1995, p. 82: "refitted if necessary") - Total (according to Lewis and Wallace, 1998) Note : we stick to SWS here for the time being Note : the fits from Millero (1995) and Yao and Millero (1995) derive from Millero et al. (1988), with all the coefficients multiplied by -ln(10)

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ᴼₖ₁ — Function
Fᴴ²ᴼₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴴ²ᴼₖ₁)

Return dissociation constant of water in (mol/kg-SW)^2, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴ²ᴼₖ₁.

References: Millero (1995) for value at p_bar = 0 Millero (pers. comm. 1996) for pressure correction pH scale : SWS

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴˢᴼ⁴ₖ₁ — Function
Fᴴˢᴼ⁴ₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴴˢᴼ⁴ₖ₁)

Return the dissociation constant of hydrogen sulfate (bisulfate) , given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴˢᴼ⁴ₖ₁.

References: Dickson (1990) – also Handbook (2007) Millero (1995) for pressure correction pH scale : free Note : converted here from mol/kg-H2O to mol/kg-SW

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠᵦ₁ — Function
Fᴴᶠᵦ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴴᶠᵦ₁)

Return the association constant of HF in (mol/kg-SW)^-1, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴᶠᵦ₁.

HF <-> H⁺ + F⁻

References: Dickson and Riley (1979) Millero (1995) for pressure correction pH scale : free Note : converted here from mol/kg-H2O to mol/kg-SW

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠₖ₁ — Function
Fᴴᶠₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴴᶠₖ₁)

Return the dissociation constant for hydrogen fluoride in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴᶠₖ₁.

HF <-> H⁺ + F⁻

References: Perez and Fraga (1987) Millero (1995) for pressure correction pH scale : Total (according to Handbook, 2007

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴺᴴ⁴ₖ₁ — Function
Fᴺᴴ⁴ₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴺᴴ⁴ₖ₁)

Return the dissociation constant of ammonium in sea-water [mol/kg-SW], given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴺᴴ⁴ₖ₁.

References: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₁ — Function
Fᴾᴼ⁴ₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴾᴼ⁴ₖ₁)

Return the first dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₁.

References: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₂ — Function
Fᴾᴼ⁴ₖ₂(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴾᴼ⁴ₖ₂)

Return the second dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₂.

References: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₃ — Function
Fᴾᴼ⁴ₖ₃(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴾᴼ⁴ₖ₃)

Return the third dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₃.

References: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ — Function
Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ)

Return stoichiometric solubility product, Ω, of aragonite in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ.

References: Mucci (1983) Millero (1979) for pressure correction pH scale : N/A Units : (mol/kg-SW)^2

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵇₖ₁ — Function
Fᵇₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴮₖ₁)

Return boric acid dissociation constant in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴮₖ₁.

References: Dickson (1990, eq. 23) – also Handbook (2007, eq. 37) Millero (1979) pressure correction pH scale : total

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₀ — Function
Fᵈⁱᶜₖ₀(Θᴷ, Sᵖ, Pᵈⁱᶜₖ₀)

Return hydration constant of CO₂ in (mol/kg-SW)/atm given temperature in K, Θᴷ, practical salinity, Sᵖ, and coefficients, Pᵈⁱᶜₖ₀.

CO₂ + H₂O <-> H₂CO₃

References: Weiss (1979) pH scale : N/A Note : currently no pressure correction

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ᵣ₉₃ — Function
Fᵈⁱᶜₖ₁ᵣ₉₃(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᵈⁱᶜₖ₁ᵣ₉₃)

Return the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ᵣ₉₃.

H₂CO₃ <-> HCO₃⁻ + H⁺

References: Roy et al. (1993) – also Handbook (1994) Millero (1979) pressure correction pH scale : Total Valid range: T: 0-45 S: 5-45. Note : converted here from mol/kg-H2O to mol/kg-SW

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₗ₀₀ — Function
Fᵈⁱᶜₖ₁ₗ₀₀(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᵈⁱᶜₖ₁ₗ₀₀)

Return the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ₗ₀₀.

H₂CO₃ <-> HCO₃⁻ + H⁺

References: Luecker et al. (2000) – also Handbook (2007) Millero (1979) pressure correction pH scale: Total

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₘ₉₅ — Function
Fᵈⁱᶜₖ₁ₘ₉₅(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᵈⁱᶜₖ₁ₘ₉₅)

Return the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ₘ₉₅.

H₂CO₃ <-> HCO₃⁻ + H⁺

References: Millero (1995, eq 50 – ln K1(COM)) Millero (1982) pressure correction pH scale: SWS

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ᵣ₉₃ — Function
Fᵈⁱᶜₖ₂ᵣ₉₃(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᵈⁱᶜₖ₂ᵣ₉₃)

Return the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ᵣ₉₃.

HCO₃⁻ <-> CO₃²⁻ + H⁺

References: Roy et al. (1993) – also Handbook (1994) Millero (1979) pressure correction pH scale : Total Valid range: T: 0-45 S: 5-45. Note : converted here from mol/kg-H2O to mol/kg-SW

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₗ₀₀ — Function
Fᵈⁱᶜₖ₂ₗ₀₀(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᵈⁱᶜₖ₂ₗ₀₀)

Return the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ₗ₀₀.

HCO₃⁻ <-> CO₃²⁻ + H⁺

References: Luecker et al. (2000) – also Handbook (2007) Millero (1979) pressure correction pH scale: Total

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₘ₉₅ — Function
Fᵈⁱᶜₖ₂ₘ₉₅(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᵈⁱᶜₖ₂ₘ₉₅)

Return the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ₘ₉₅.

HCO₃⁻ <-> CO₃²⁻ + H⁺

References: Millero (1995, eq 51 – ln K2(COM)) Millero (1979) pressure correction pH scale: SWS

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖₚᵣₑ — Function
Fᵈⁱᶜₖₚᵣₑ(Θᴷ, Sᵖ, Pᵈⁱᶜₖₚᵣₑ)

Return fugacity prefactor needed for non-ideality of CO₂ in the ocean in (mol/kg-SW)/atm given temperature in K, Θᴷ, practical salinity, Sᵖ, and coefficients, Pᵈⁱᶜₖₚᵣₑ.

References: Weiss (1974) Marine Chemistry pH scale : N/A Note : currently no pressure correction

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖₛₒₗₐ — Function
Fᵈⁱᶜₖₛₒₗₐ(Θᴷ, Sᵖ, Pᵈⁱᶜₖₛₒₗₐ)
+
+Calculate f = k0(1-pH2O)*correction term for non-ideality in (mol/kg-SW)/atm given temperature 
+in K, `Θᴷ`, practical salinity, `Sᵖ`, and coefficients, `Pᵈⁱᶜₖₛₒₗₐ`. Currently no pressure correction
+
+References: Weiss & Price (1980, Mar. Chem., 8, 347-359 Eq 13 with table 6 values)
+pH scale  : N/A
+Note      : currently no pressure correction
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ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᶜᵃˡᶜⁱᵗᵉₛₚ — Function
Fᶜᵃˡᶜⁱᵗᵉₛₚ(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᶜᵃˡᶜⁱᵗᵉₛₚ)

Return the stoichiometric solubility product of calcite, Ω, in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᶜᵃˡᶜⁱᵗᵉₛₚ

References: Mucci (1983) Millero (1995) for pressure correction pH scale : N/A Units : (mol/kg-SW)^2

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.H₂Oˢʷ — Function
H₂Oˢʷ(Sᵖ, Pᴴ²⁰ˢʷ)

Return the mass of pure water in one kg of seawater of practical salinity, Sᵖ. References: "libthdyct" – derived by Munhoven (1997) from data by Millero (1982) "Handbook (2007)" – Handbook (2007) pH scale: N/A

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.μₛ — Function
μₛ(Sᵖ)

Return ionic strength in mol/kg-SW, for given practical salinity, Sᵖ. References: "libthdyct" – derived by Munhoven (1997) from data by Millero (1982) "Handbook (2007)" – Handbook (2007) pH scale: N/A

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ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FH⁺ᵢₙᵢ — Method
FH⁺ᵢₙᵢ(Aᵀ, Cᵀ, H⁺, Pᶜᵒᵉᶠᶠ)

Calculates the root for the 2nd order approximation of the Cᵀ-Bᵀ-Aᶜ equation for H⁺ (reformulated as a cubic polynomial) around the local minimum, if it exists.

Returns * 1e-03 if Aᶜ <= 0 * 1e-10 if Aᶜ >= 2Cᵀ + Bᵀ * 1e-07 if 0 < Aᶜ < 2Cᵀ + Bᵀ and the 2nd order approximation does not have a solution

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diff --git a/dev/library/outline/index.html b/dev/library/outline/index.html new file mode 100644 index 0000000..3e8086b --- /dev/null +++ b/dev/library/outline/index.html @@ -0,0 +1,2 @@ + +Contents · ClimaOceanBiogeochemistry.jl diff --git a/dev/library/public/index.html b/dev/library/public/index.html new file mode 100644 index 0000000..1511bda --- /dev/null +++ b/dev/library/public/index.html @@ -0,0 +1,31 @@ + +Public · ClimaOceanBiogeochemistry.jl
GitHub

Public Documentation

Documentation for ClimaOceanBiogeochemistry.jl's public interface.

See the Internals section of the manual for internal package docs covering all submodules.

ClimaOceanBiogeochemistry

ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonCoefficientParameters — Method
CarbonCoefficientParameters(a₀=0, a₁=0, a₂=0, a₃=0, a₄=0, a₅=0, b₀=0, b₁=0, b₂=0, b₃=0, c₀=0, c₁=0, c₂=0, d₀=0, d₁=0, k₀=0, k₁=0, k₂=0, p₀=0, v₀=0, v₁=0, v₂=0, v₃=0)

Create a CarbonCoefficientParameters object with the specified coefficients.

Arguments

  • a₀, a₁, a₂, a₃, a₄, a₅: Coefficients for the a parameters (default is 0).
  • b₀, b₁, b₂, b₃: Coefficients for the b parameters (default is 0).
  • c₀, c₁, c₂: Coefficients for the c parameters (default is 0).
  • d₀, d₁: Coefficients for the d parameters (default is 0).
  • k₀, k₁, k₂: Coefficients for the k parameters (default is 0).
  • p₀: Coefficient for the p parameter (default is 0).
  • v₀, v₁, v₂, v₃: Coefficients for the v parameters (default is 0).

Returns

  • A CarbonCoefficientParameters object with the specified coefficients.
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ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonSolverParameters — Method
CarbonSolverParameters(Δₕ₊::Real=1e-8, H⁺ᵗʰʳᵉˢʰ::Real=1, Iᴴ⁺ₘₐₓ::Real=100)

Create a CarbonSolverParameters object with the specified parameters.

Arguments

  • Δₕ₊: A real number representing the increment for the hydrogen ion concentration. Default is 1e-8.
  • H⁺ᵗʰʳᵉˢʰ: A real number representing the threshold for the hydrogen ion concentration. Default is 1.
  • Iᴴ⁺ₘₐₓ: A real number representing the maximum number of iterations for the solver. Default is 100.

Returns

  • A CarbonSolverParameters object with the specified parameters.
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ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonSystemParameters — Method
CarbonSystemParameters(kwargs...)

This function initializes and returns a CarbonSystemParameters object with various carbon coefficient parameters. The parameters are used in carbon system calculations and are initialized with default values, which can be overridden by passing keyword arguments.

Arguments

  • kwargs...: Keyword arguments for various carbon coefficient parameters.

Keyword Arguments

  • Sᵒᵖᵗˢ::CarbonSolverParameters: Default is CarbonSolverParameters().
  • Pᴴ²⁰ˢʷ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=1.0, a₁=-0.001005).
  • Pᵘˢ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=0.019924).
  • Pᴮᵀᴼᵀ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=0.000416, a₁=35.0, a₂=1.0).
  • Pᶜᵃᵀᴼᵀ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=0.02127, a₁=40.078, a₂=1.80655).
  • Pᶠᵀᴼᵀ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=6.8e-5, a₁=35.0).
  • Pˢᴼ⁴ᵀᴼᵀ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=0.1400, a₁=96.062, a₂=1.80655).
  • Pᵈⁱᶜₖₛₒₗₐ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-162.8301, a₁=218.2968, a₂=90.9241, a₃=-1.47696, b₀=0.025695, b₁=-0.025225, b₂=0.0049867).
  • Pᵈⁱᶜₖₚᵣₑ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-1636.75, a₁=-12.0408, a₂=-0.0327957, a₃=3.16528e-5, b₀=57.7, b₁=-0.118, p₀=1.01325).
  • Pᵈⁱᶜₖ₀::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-60.2409, a₁=93.4517, a₂=23.3585, b₀=0.023517, b₁=-0.023656, b₂=0.0047036).
  • Pᵈⁱᶜₖ₁ᵣ₉₃::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=2.83655, a₁=-2307.1266, a₂=-1.5529413, b₀=-0.20760841, b₁=-4.0484, b₂=0.08468345, b₃=-0.00654208, v₀=-25.5, v₁=-0.151, v₂=0.1271, k₀=-3.08e-3, k₁=-0.578e-3, k₂=0.0877e-3).
  • Pᵈⁱᶜₖ₂ᵣ₉₃::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-9.226508, a₁=-3351.6106, a₂=-0.2005743, b₀=-0.106901773, b₁=-23.9722, b₂=0.1130822, b₃=-0.00846934, v₀=-15.82, v₁=0.321, v₂=-0.0219, k₀=1.13e-3, k₁=-0.314e-3, k₂=-0.1475e-3).
  • Pᵈⁱᶜₖ₁ₘ₉₅::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=2.18867, a₁=-2275.0360, a₂=-1.468591, b₀=-0.138681, b₁=-9.33291, b₂=0.0726483, b₃=-0.00574938, v₀=-25.5, v₁=-0.151, v₂=0.1271, k₀=-3.08e-3, k₁=-0.578e-3, k₂=0.0877e-3).
  • Pᵈⁱᶜₖ₂ₘ₉₅::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-0.84226, a₁=-3741.1288, a₂=-1.437139, b₀=-0.128417, b₁=-24.41239, b₂=0.1195308, b₃=-0.00912840, v₀=-15.82, v₁=0.321, v₂=-0.0219, k₀=1.13e-3, k₁=-0.314e-3, k₂=-0.1475e-3).
  • Pᵈⁱᶜₖ₁ₗ₀₀::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=61.2172, a₁=-3633.86, a₂=-9.67770, b₀=0.011555, b₁=-0.0001152, v₀=-25.5, v₁=-0.151, v₂=0.1271, k₀=-3.08e-3, k₁=-0.578e-3, k₂=0.0877e-3).
  • Pᵈⁱᶜₖ₂ₗ₀₀::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-25.9290, a₁=-471.78, a₂=3.16967, b₀=0.01781, b₁=-0.0001122, v₀=-15.82, v₁=0.321, v₂=-0.0219, k₀=1.13e-3, k₁=-0.314e-3, k₂=-0.1475e-3).
  • Pᴮₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-8966.90, a₁=-2890.53, a₂=-77.942, a₃=1.728, a₄=-0.0996, b₀=148.0248, b₁=137.1942, b₂=1.62142, c₀=-24.4344, c₁=-25.085, c₂=-0.2474, d₀=0.053105, v₀=-29.48, v₁=0.295, v₂=0.1622, v₃=-0.002608, k₀=-2.84e-3, k₁=0.354e-3).
  • Pᴴ²ᴼₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=148.9802, a₁=-13847.26, a₂=-23.6521, b₀=-5.977, b₁=118.67, b₂=1.0495, c₀=-0.01615, v₀=-20.02, v₁=0.1119, v₂=-0.1409E-02, k₀=-5.13e-3, k₁=0.0794e-3).
  • Pᴾᴼ⁴ₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=115.54, a₁=-4576.752, a₂=-18.453, b₀=0.69171, b₁=-106.736, b₂=-0.01844, b₃=-0.65643, v₀=-14.51, v₁=0.1211, v₂=-0.321E-03, k₀=-2.67e-3, k₁=0.0427e-3).
  • Pᴾᴼ⁴ₖ₂::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=172.1033, a₁=-8814.715, a₂=-27.927, b₀=1.3566, b₁=-160.340, b₂=-0.05778, b₃=0.37335, v₀=-23.12, v₁=0.1758, v₂=-0.002647, k₀=-5.15e-3, k₁=0.09e-3).
  • Pᴾᴼ⁴ₖ₃::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-18.126, a₁=-3070.75, a₂=2.81197, a₃=17.27039, a₄=-0.09984, a₅=-44.99486, v₀=-26.57, v₁=0.2020, v₂=-3.042e-3, k₀=-4.08e-3, k₁=0.0714e-3).
  • Pˢⁱᵗₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=117.40, a₁=-8904.2, a₂=-19.334, b₀=3.5913, b₁=-458.79, b₂=-1.5998, b₃=188.74, c₀=0.07871, c₁=-12.1652, v₀=-29.48, v₁=0.0, v₂=0.1622, v₃=-0.002608, k₀=-2.84e-3, k₁=0.354e-3).
  • Pᴴ²ˢₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=225.838, a₁=-13275.3, a₂=-34.6435, a₃=0.3449, a₄=-0.0274, v₀=-14.80, v₁=0.0020, v₂=-0.400E-03, k₀=2.89e-3, k₁=0.054e-3).
  • Pᴺᴴ⁴ₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-0.25444, a₁=-6285.33, a₂=0.0001635, b₀=0.46532, b₁=-123.7184, b₂=-0.01992, b₃=3.17556, v₀=-26.43, v₁=0.0889, v₂=-0.905E-03, k₀=-5.03E-03, k₁=0.0814E-03).
  • Pᴴᶠᵦ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=12.641, a₁=-1590.2, a₂=-1.525, v₀=-9.78, v₁=-0.0090, v₂=-0.942E-03, k₀=-3.91e-3, k₁=0.054e-3).
  • Pᴴᶠₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-9.68, a₁=874.0, a₂=0.111, v₀=-9.78, v₁=-0.0090, v₂=-0.942E-3, k₀=-3.91e-3, k₁=0.054e-3).
  • Pᴴˢᴼ⁴ₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=141.328, a₁=-4276.1, a₂=-23.093, b₀=324.57, b₁=-13856., b₂=-47.986, c₀=-771.54, c₁=35474., c₂=114.723, d₀=-2698., d₁=1776., v₀=-18.03, v₁=0.0466, v₂=0.316E-03, k₀=-4.53e-3, k₁=0.0900e-3).
  • Pᶜᵃˡᶜⁱᵗᵉₛₚ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-171.9065, a₁=-0.077993, a₂=2839.319, a₃=71.595, b₀=-0.77712, b₁=0.0028426, b₂=178.34, c₀=-0.07711, d₀=0.0041249, v₀=-48.76, v₁=0.5304, k₀=-11.76e-3, k₁=0.3692e-3).
  • Pᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-171.945, a₁=-0.077993, a₂=2903.293, a₃=71.595, b₀=-0.068393, b₁=0.0017276, b₂=88.135, c₀=-0.10018, d₀=0.0059415, v₀=-48.76, v₁=0.5304, v₂=2.8, k₀=-11.76e-3, k₁=0.3692e-3).

Returns

  • CarbonSystemParameters: An object containing all the initialized carbon coefficient parameters.
source
ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.UniversalRobustCarbonSystem — Method
UniversalRobustCarbonSystem(
+        pH      :: Real = 8.0,
+        pCO₂ᵃᵗᵐ :: Real = 280.0e-6,
+        Θ       :: Real = 25.0,
+        Sᴬ      :: Real = 35.0,
+        Δpᵦₐᵣ   :: Real = 0.0,
+        Cᵀ      :: Real = 2050.0e-6,
+        Aᵀ      :: Real = 2350.0e-6,
+        Pᵀ      :: Real = 1.0e-6,
+        Siᵀ     :: Real = 15.0e-6,
+        kwargs...,
+        )

Uses the Munhoven (2013) SolveSAPHE package to solve the distribution of carbon species. Returns a CarbonSystem object.

The function takes the following keyword arguments:

  • pH: The pH of the seawater
  • pCO₂ᵃᵗᵐ: The atmospheric partial pressure of CO₂
  • Θ: The temperature of the seawater
  • Sᴬ: The salinity of the seawater
  • Δpᵦₐᵣ: The applied pressure factor
  • Cᵀ: The total carbon concentration in seawater
  • Aᵀ: The total alkalinity of seawater
  • Pᵀ: The total phosphate concentration in seawater
  • Siᵀ: The total silicate concentration in seawater
  • NH₄ᵀ: The total ammonium concentration in seawater
  • H₂Sᵀ: The total hydrogen sulfide concentration in seawater
  • kwargs: Alternative solver options or dissociation coefficients to be passed to the CarbonSystemParameters constructor.

The function returns a CarbonSystem object.

References:

  • Munhoven, G. (2013).
source
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GitHub
using Oceananigans
+using Oceananigans.Units
+using Oceananigans
+using Oceananigans.Grids: znode
+using Oceananigans.Biogeochemistry: AbstractBiogeochemistry
+using Oceananigans.TurbulenceClosures: CATKEVerticalDiffusivity
+
+using Printf
+
+import Oceananigans.Biogeochemistry: required_biogeochemical_tracers
+
+"""
+    SimplePlanktonGrowthDeath(; growth_rate = 1/day
+                                shortwave_attenuation_scale = 20.0
+                                mortality_rate = 0.1/day)
+
+Return a single-tracer biogeochemistry model for growing and dying plankton.
+"""
+Base.@kwdef struct SimplePlanktonGrowthDeath{FT} <: AbstractBiogeochemistry
+    growth_rate :: FT = 1/day
+    shortwave_attenuation_scale :: FT = 20.0
+    mortality_rate :: FT = 0.1/day
+end
+
+@inline required_biogeochemical_tracers(::SimplePlanktonGrowthDeath) = tuple(:P)
+
+const c = Center()
+
+@inline function (bgc::SimplePlanktonGrowthDeath)(i, j, k, grid, ::Val{:P}, clock, fields)
+   μ₀ = bgc.growth_rate
+   λ = bgc.shortwave_attenuation_scale
+   m = bgc.mortality_rate
+   P = @inbounds fields.P[i, j, k]
+   z = znode(i, j, k, grid, c, c, c)
+   return (μ₀ * exp(z / λ) - m) * P
+end

We set up the model

grid = RectilinearGrid(size = 64,
+                       z = (-256meters, 0),
+                       topology = (Flat, Flat, Bounded))
+
+Qᵇ(t) = ifelse(t < 4days, 1e-7, 0.0)
+b_bcs = FieldBoundaryConditions(top = FluxBoundaryCondition(Qᵇ))
+
+model = HydrostaticFreeSurfaceModel(; grid,
+                                    biogeochemistry = SimplePlanktonGrowthDeath(),
+                                    closure = CATKEVerticalDiffusivity(),
+                                    tracers = (:b, :e),
+                                    buoyancy = BuoyancyTracer(),
+                                    boundary_conditions = (; b=b_bcs))
+
+N² = 1e-5 # s⁻²
+bᵢ(z) = N² * z
+set!(model, b=bᵢ, P=1e-2, e=1e-6)
+
+simulation = Simulation(model, Δt=10minutes, stop_time=8days)
+
+progress(sim) = @printf("Iteration: %d, time: %s, max(P): %.2e \n",
+                        iteration(sim), prettytime(sim), maximum(model.tracers.P))
+
+simulation.callbacks[:progress] = Callback(progress, IterationInterval(10))
+
+outputs = merge(model.velocities, model.tracers)
+filename = "simple_plankton_growth_death.jld2"
+
+simulation.output_writers[:fields] = JLD2OutputWriter(model, outputs;
+                                                      filename,
+                                                      schedule = TimeInterval(20minutes),
+                                                      overwrite_existing = true)
+
+run!(simulation)
[ Info: Initializing simulation...
+Iteration: 0, time: 0 seconds, max(P): 1.00e-02
+[ Info:     ... simulation initialization complete (4.812 seconds)
+[ Info: Executing initial time step...
+[ Info:     ... initial time step complete (13.624 seconds).
+Iteration: 10, time: 1.667 hours, max(P): 1.05e-02
+Iteration: 20, time: 3.333 hours, max(P): 1.08e-02
+Iteration: 30, time: 5 hours, max(P): 1.11e-02
+Iteration: 40, time: 6.667 hours, max(P): 1.14e-02
+Iteration: 50, time: 8.333 hours, max(P): 1.16e-02
+Iteration: 60, time: 10 hours, max(P): 1.18e-02
+Iteration: 70, time: 11.667 hours, max(P): 1.21e-02
+Iteration: 80, time: 13.333 hours, max(P): 1.22e-02
+Iteration: 90, time: 15 hours, max(P): 1.24e-02
+Iteration: 100, time: 16.667 hours, max(P): 1.26e-02
+Iteration: 110, time: 18.333 hours, max(P): 1.28e-02
+Iteration: 120, time: 20 hours, max(P): 1.30e-02
+Iteration: 130, time: 21.667 hours, max(P): 1.31e-02
+Iteration: 140, time: 23.333 hours, max(P): 1.33e-02
+Iteration: 150, time: 1.042 days, max(P): 1.34e-02
+Iteration: 160, time: 1.111 days, max(P): 1.36e-02
+Iteration: 170, time: 1.181 days, max(P): 1.37e-02
+Iteration: 180, time: 1.250 days, max(P): 1.38e-02
+Iteration: 190, time: 1.319 days, max(P): 1.39e-02
+Iteration: 200, time: 1.389 days, max(P): 1.40e-02
+Iteration: 210, time: 1.458 days, max(P): 1.41e-02
+Iteration: 220, time: 1.528 days, max(P): 1.42e-02
+Iteration: 230, time: 1.597 days, max(P): 1.43e-02
+Iteration: 240, time: 1.667 days, max(P): 1.44e-02
+Iteration: 250, time: 1.736 days, max(P): 1.45e-02
+Iteration: 260, time: 1.806 days, max(P): 1.46e-02
+Iteration: 270, time: 1.875 days, max(P): 1.47e-02
+Iteration: 280, time: 1.944 days, max(P): 1.48e-02
+Iteration: 290, time: 2.014 days, max(P): 1.48e-02
+Iteration: 300, time: 2.083 days, max(P): 1.49e-02
+Iteration: 310, time: 2.153 days, max(P): 1.50e-02
+Iteration: 320, time: 2.222 days, max(P): 1.50e-02
+Iteration: 330, time: 2.292 days, max(P): 1.51e-02
+Iteration: 340, time: 2.361 days, max(P): 1.52e-02
+Iteration: 350, time: 2.431 days, max(P): 1.52e-02
+Iteration: 360, time: 2.500 days, max(P): 1.53e-02
+Iteration: 370, time: 2.569 days, max(P): 1.54e-02
+Iteration: 380, time: 2.639 days, max(P): 1.54e-02
+Iteration: 390, time: 2.708 days, max(P): 1.55e-02
+Iteration: 400, time: 2.778 days, max(P): 1.55e-02
+Iteration: 410, time: 2.847 days, max(P): 1.56e-02
+Iteration: 420, time: 2.917 days, max(P): 1.56e-02
+Iteration: 430, time: 2.986 days, max(P): 1.57e-02
+Iteration: 440, time: 3.056 days, max(P): 1.57e-02
+Iteration: 450, time: 3.125 days, max(P): 1.58e-02
+Iteration: 460, time: 3.194 days, max(P): 1.58e-02
+Iteration: 470, time: 3.264 days, max(P): 1.58e-02
+Iteration: 480, time: 3.333 days, max(P): 1.59e-02
+Iteration: 490, time: 3.403 days, max(P): 1.59e-02
+Iteration: 500, time: 3.472 days, max(P): 1.59e-02
+Iteration: 510, time: 3.542 days, max(P): 1.60e-02
+Iteration: 520, time: 3.611 days, max(P): 1.60e-02
+Iteration: 530, time: 3.681 days, max(P): 1.60e-02
+Iteration: 540, time: 3.750 days, max(P): 1.61e-02
+Iteration: 550, time: 3.819 days, max(P): 1.61e-02
+Iteration: 560, time: 3.889 days, max(P): 1.61e-02
+Iteration: 570, time: 3.958 days, max(P): 1.62e-02
+Iteration: 580, time: 4.028 days, max(P): 1.61e-02
+Iteration: 590, time: 4.097 days, max(P): 1.67e-02
+Iteration: 600, time: 4.167 days, max(P): 1.73e-02
+Iteration: 610, time: 4.236 days, max(P): 1.80e-02
+Iteration: 620, time: 4.306 days, max(P): 1.87e-02
+Iteration: 630, time: 4.375 days, max(P): 1.94e-02
+Iteration: 640, time: 4.444 days, max(P): 2.01e-02
+Iteration: 650, time: 4.514 days, max(P): 2.09e-02
+Iteration: 660, time: 4.583 days, max(P): 2.16e-02
+Iteration: 670, time: 4.653 days, max(P): 2.23e-02
+Iteration: 680, time: 4.722 days, max(P): 2.30e-02
+Iteration: 690, time: 4.792 days, max(P): 2.36e-02
+Iteration: 700, time: 4.861 days, max(P): 2.43e-02
+Iteration: 710, time: 4.931 days, max(P): 2.50e-02
+Iteration: 720, time: 5 days, max(P): 2.57e-02
+Iteration: 730, time: 5.069 days, max(P): 2.63e-02
+Iteration: 740, time: 5.139 days, max(P): 2.70e-02
+Iteration: 750, time: 5.208 days, max(P): 2.77e-02
+Iteration: 760, time: 5.278 days, max(P): 2.84e-02
+Iteration: 770, time: 5.347 days, max(P): 2.90e-02
+Iteration: 780, time: 5.417 days, max(P): 2.97e-02
+Iteration: 790, time: 5.486 days, max(P): 3.04e-02
+Iteration: 800, time: 5.556 days, max(P): 3.11e-02
+Iteration: 810, time: 5.625 days, max(P): 3.18e-02
+Iteration: 820, time: 5.694 days, max(P): 3.25e-02
+Iteration: 830, time: 5.764 days, max(P): 3.32e-02
+Iteration: 840, time: 5.833 days, max(P): 3.39e-02
+Iteration: 850, time: 5.903 days, max(P): 3.46e-02
+Iteration: 860, time: 5.972 days, max(P): 3.53e-02
+Iteration: 870, time: 6.042 days, max(P): 3.61e-02
+Iteration: 880, time: 6.111 days, max(P): 3.68e-02
+Iteration: 890, time: 6.181 days, max(P): 3.76e-02
+Iteration: 900, time: 6.250 days, max(P): 3.84e-02
+Iteration: 910, time: 6.319 days, max(P): 3.91e-02
+Iteration: 920, time: 6.389 days, max(P): 3.99e-02
+Iteration: 930, time: 6.458 days, max(P): 4.07e-02
+Iteration: 940, time: 6.528 days, max(P): 4.15e-02
+Iteration: 950, time: 6.597 days, max(P): 4.24e-02
+Iteration: 960, time: 6.667 days, max(P): 4.32e-02
+Iteration: 970, time: 6.736 days, max(P): 4.41e-02
+Iteration: 980, time: 6.806 days, max(P): 4.49e-02
+Iteration: 990, time: 6.875 days, max(P): 4.58e-02
+Iteration: 1000, time: 6.944 days, max(P): 4.67e-02
+Iteration: 1010, time: 7.014 days, max(P): 4.76e-02
+Iteration: 1020, time: 7.083 days, max(P): 4.86e-02
+Iteration: 1030, time: 7.153 days, max(P): 4.95e-02
+Iteration: 1040, time: 7.222 days, max(P): 5.05e-02
+Iteration: 1050, time: 7.292 days, max(P): 5.15e-02
+Iteration: 1060, time: 7.361 days, max(P): 5.25e-02
+Iteration: 1070, time: 7.431 days, max(P): 5.35e-02
+Iteration: 1080, time: 7.500 days, max(P): 5.45e-02
+Iteration: 1090, time: 7.569 days, max(P): 5.56e-02
+Iteration: 1100, time: 7.639 days, max(P): 5.67e-02
+Iteration: 1110, time: 7.708 days, max(P): 5.78e-02
+Iteration: 1120, time: 7.778 days, max(P): 5.89e-02
+Iteration: 1130, time: 7.847 days, max(P): 6.00e-02
+Iteration: 1140, time: 7.917 days, max(P): 6.12e-02
+Iteration: 1150, time: 7.986 days, max(P): 6.24e-02
+[ Info: Simulation is stopping after running for 21.608 seconds.
+[ Info: Simulation time 8 days equals or exceeds stop time 8 days.

Now we load the saved output and plot

using CairoMakie
+
+bt = FieldTimeSeries(filename, "b")
+et = FieldTimeSeries(filename, "e")
+Pt = FieldTimeSeries(filename, "P")
+
+t = bt.times
+Nt = length(t)
+z = znodes(bt)
+
+fig = Figure(size=(800, 400))
+
+axb = Axis(fig[1, 1], ylabel="z (m)", xlabel="Buoyancy (m² s⁻³)")
+axe = Axis(fig[1, 2], ylabel="z (m)", xlabel="Turbulent kinetic energy (m² s²)")
+axP = Axis(fig[1, 3], ylabel="z (m)", xlabel="Plankton concentration")
+
+xlims!(axe, -1e-5, 1e-3)
+xlims!(axP, 0, 0.1)
+
+n = Observable(1)
+
+title = @lift @sprintf("Convecting plankton at t = %d days", t[$n] / day)
+Label(fig[0, 1:3], title)
+
+bn = @lift interior(bt[$n], 1, 1, :)
+en = @lift interior(et[$n], 1, 1, :)
+Pn = @lift interior(Pt[$n], 1, 1, :)
+
+lines!(axb, bn, z)
+lines!(axe, en, z)
+lines!(axP, Pn, z)
+
+fig
+
+record(fig, "simple_plankton_growth_death.mp4", 1:Nt, framerate=24) do nn
+    n[] = nn
+end
"simple_plankton_growth_death.mp4"

This page was generated using Literate.jl.

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zvlZ82oP<4-Jz@x{Q^^2K?_+*)ClFKzK742evfDU8AE6J4vEd1D!ng9_KOuYuia7o2 z2O@)gf`TTn-J}Xg_6$3buK;%&280Bm)n<{tSB%BL?K|;yBo>1XxGT7f&3!oB_z9aC z4N@?X`=@!3aMbx}TRDMs{XybGx&R{`!_N@p6xc0H1?hD}at>G$gyjd>=CBSC2$B%J zgO0=74~M2PFK$h1{qN2%3SjyA5H%3r!`!Y!vzi(ug%qZeREYnh>;Tu5i za2Z01W+yLFD`b|EO~*=kVpA8~eBL;a)t5vc`9hV9BtdpLJ`&rCkP1RFE97A$&(O?0 z*ad57gS|Ts=zwfTYX!on&1)>#z4^ajtjrOpbD@0-NglQ4x{yng-e`=9M>_+WM?U5u zpk!pU9vY7)N6UMmA7kBqsM8U5^&%Pu$}nERic&oRMiMzUTh^SW9>z{V_+v%uonhHs zO#&H{W_vJ90Bp0KKyT?fPoQ6XpX>Za0%H7tqsD)*anb0>j@uD|Bn=-gFXR{7sexS8 z|F%5LNJPq5ZZT~8>SOTFdJBk#E8Rm(+<+IukU)mRHAVrjBSjp Oj-0fjRO0c=xBf2*GEHIt literal 0 HcmV?d00001 diff --git a/dev/literated/single_column_carbon_alkalinity_nutrients/index.html b/dev/literated/single_column_carbon_alkalinity_nutrients/index.html new file mode 100644 index 0000000..08915a1 --- /dev/null +++ b/dev/literated/single_column_carbon_alkalinity_nutrients/index.html @@ -0,0 +1,1181 @@ + +Single column carbon, alkalinity, nutrients · ClimaOceanBiogeochemistry.jl

GitHub

Simple carbon cycle biogeochemistry model

This example illustrates how to use ClimaOceanBiogeochemistry's CarbonAlkalinityNutrients model in a single column context.

using ClimaOceanBiogeochemistry: CarbonAlkalinityNutrients
+using ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver: UniversalRobustCarbonSystem
+using ClimaOceanBiogeochemistry.CarbonSystemSolvers: CarbonSystemParameters, CarbonSolverParameters, CarbonCoefficientParameters
+
+using Oceananigans
+using Oceananigans.Units
+using Oceananigans.TurbulenceClosures: CATKEVerticalDiffusivity
+
+using Adapt
+using KernelAbstractions: @kernel, @index
+using Oceananigans.Utils: launch!
+using Printf
+using CairoMakie
+
+arch = CPU()
Oceananigans.Architectures.CPU()

A single column grid

We set up a single column grid with 4 m grid spacing that's 256 m deep:

grid = RectilinearGrid(
+    arch,
+    size = 512,
+    z = (-4096, 0),
+    topology = (
+        Flat, Flat, Bounded
+     ),
+)
1×1×512 RectilinearGrid{Float64, Oceananigans.Grids.Flat, Oceananigans.Grids.Flat, Oceananigans.Grids.Bounded} on Oceananigans.Architectures.CPU with 0×0×3 halo
+├── Flat x
+├── Flat y
+└── Bounded  z ∈ [-4096.0, 0.0]   regularly spaced with Δz=8.0

Buoyancy that depends on temperature and salinity

We use the SeawaterBuoyancy model with a linear equation of state, where thermal expansion

αᵀ = 2e-4
+#and haline contraction
+βˢ = 8e-4

Boundary conditions

We calculate the surface temperature flux associated with surface cooling of 200 W m⁻², reference density ρₒ, and heat capacity cᴾ, To illustrate the dynamics of CarbonAlkalinityNutrients, this strong convection drives turbulent mixing for 4 days, and then abruptly shuts off. Once the convective turbulence dies down, plankton start to grow.

Qʰ = 200.0  # W m⁻², surface _heat_ flux
+ρₒ = 1026.0 # kg m⁻³, average density at the surface of the world ocean
+cᴾ = 3991.0 # J K⁻¹ kg⁻¹, typical heat capacity for seawater
+
+Qᵀ(t) = ifelse(t < 30days, Qʰ / (ρₒ * cᴾ), 0.0) # K m s⁻¹, surface _temperature_ flux
+
+T_bcs = FieldBoundaryConditions(
+    top = FluxBoundaryCondition(Qᵀ)
+    )
Oceananigans.FieldBoundaryConditions, with boundary conditions
+├── west: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── east: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── south: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── north: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── bottom: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── top: FluxBoundaryCondition: ContinuousBoundaryFunction Qᵀ at (Nothing, Nothing, Nothing)
+└── immersed: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)

For air-sea CO₂ fluxes, we use a FluxBoundaryCondition for the "top" of the DIC tracer. We'll write a callback to calculate the flux every time step.

co₂_flux = Field{Center, Center, Nothing}(grid)
+
+dic_bcs  = FieldBoundaryConditions(
+    top = FluxBoundaryCondition(co₂_flux)
+    )
+
+# These are filled in compute_co₂_flux!
+ocean_pCO₂ = Field{Center, Center, Nothing}(grid)
+atmos_pCO₂ = Field{Center, Center, Nothing}(grid)
+pH         = Field{Center, Center, Nothing}(grid)
+set!(pH, 8.0)
+
+cmhr⁻¹_per_ms⁻¹ = 1 / 3.6e5 # conversion factor from cm/hr to m/s
+
+# Supply some coefficients and external data for the CO₂ flux calculation
+Base.@kwdef struct CO₂_flux_parameters
+    surface_wind_speed   = 10. # ms⁻¹
+    applied_pressure     = 0.0 # atm
+    atmospheric_pCO₂     = 280e-6 # atm
+    exchange_coefficient = 0.337 # cm hr⁻¹
+    reference_density    = 1024.5 # kg m⁻³
+end
+adapt_structure(
+    to, cp::CO₂_flux_parameters
+    ) = CO₂_flux_parameters(
+           adapt(to, cp.surface_wind_speed),
+           adapt(to, cp.applied_pressure),
+           adapt(to, cp.atmospheric_pCO₂),
+           adapt(to, cp.exchange_coefficient),
+           adapt(to, cp.reference_density),
+)
+
+"""
+    compute_schmidt_dic(
+        grid,
+        schmidt_number_dic,
+        temperature,
+        )
+
+Compute the Schmidt number for dissolved inorganic carbon (DIC) based on the temperature Θᶜ (in degrees Celsius).
+
+Arguments:
+- `grid::RectilinearGrid`: The model grid.
+- `schmidt_number_dic::Field{Center, Center, Nothing}`: The computed Schmidt number for DIC.
+- `temperature::Field{Center, Center, Nothing}`: Temperature in degrees Celsius.
+- `kˢᶜ::CarbonCoefficientParameters`: The parameters for the Schmidt number calculation.
+"""
+@kernel function compute_schmidt_dic!(
+    grid,
+    schmidt_number_dic,
+    temperature,
+    kˢᶜ = CarbonCoefficientParameters(
+            a₀ = 2116.8,
+            a₁ = 136.25,
+            a₂ = 4.7353,
+            a₃ = 9.2307e-2,
+            a₄ = 7.555e-4,
+            a₅ = 660.0,
+        ),
+    )
+
+    i, j = @index(Global, NTuple)
+    k = size(grid, 3)
+
+    schmidt_number_dic[i, j, 1] =  (
+         kˢᶜ.a₀ -
+         kˢᶜ.a₁ * temperature[i, j, k] +
+         kˢᶜ.a₂ * temperature[i, j, k]^2 -
+         kˢᶜ.a₃ * temperature[i, j, k]^3 +
+         kˢᶜ.a₄ * temperature[i, j, k]^4
+    ) /  kˢᶜ.a₅
+end
+
+"""
+    compute_piston_velocity(
+        grid,
+        piston_velocity,
+        surface_wind_speed,
+        exchange_coefficient,
+        schmidt_number,
+        )
+
+Compute the piston velocity for gas exchange at the ocean surface.
+
+Arguments:
+- `grid::RectilinearGrid`: The model grid.
+- `piston_velocity::Field{Center, Center, Nothing}`: The computed piston velocity.
+- `surface_wind_speed::Field{Center, Center, Nothing}`: The wind speed at the ocean surface.
+- `exchange_coefficient::Float64`: The gas exchange coefficient.
+- `schmidt_number::Field{Center, Center, Nothing}`: The Schmidt number.
+"""
+@kernel function compute_piston_velocity!(
+    grid,
+    piston_velocity,
+    surface_wind_speed,
+    exchange_coefficient,
+    schmidt_number
+    )
+
+    i, j = @index(Global, NTuple)
+
+    piston_velocity[i, j, 1] = exchange_coefficient[i, j, 1] *
+                               surface_wind_speed[i, j, 1]^2 /
+                               sqrt(schmidt_number[i, j, 1])
+end
+
+"""
+    solve_ocean_pCO₂!(
+        grid,
+        reference_density,
+        ocean_pCO₂,
+        atmospheric_CO₂_solubility,
+        oceanic_CO₂_solubility,
+        Θᶜ, Sᴬ, Δpᵦₐᵣ, Cᵀ, Aᵀ, Pᵀ, Siᵀ, pH, pCO₂ᵃᵗᵐ
+        )
+
+Compute the oceanic pCO₂ using the UniversalRobustCarbonSystem solver.
+
+Arguments:
+- `grid::RectilinearGrid`: The model grid.
+- `reference_density::Float64`: The reference density of seawater.
+- `ocean_pCO₂::Field{Center, Center, Nothing}`: The computed oceanic pCO₂.
+- `atmospheric_CO₂_solubility::Field{Center, Center, Nothing}`: The solubility of CO₂ in the atmosphere.
+- `oceanic_CO₂_solubility::Field{Center, Center, Nothing}`: The solubility of CO₂ in the ocean.
+- `Θᶜ::Field{Center, Center, Nothing}`: Temperature in degrees Celsius.
+- `Sᴬ::Field{Center, Center, Nothing}`: Salinity in PSU.
+- `Δpᵦₐᵣ::Field{Center, Center, Nothing}`: Applied pressure in atm.
+- `Cᵀ::Field{Center, Center, Nothing}`: Total dissolved inorganic carbon (DIC) in mol kg⁻¹.
+- `Aᵀ::Field{Center, Center, Nothing}`: Total alkalinity (ALK) in mol kg⁻¹.
+- `Pᵀ::Field{Center, Center, Nothing}`: Phosphate concentration in mol kg⁻¹.
+- `pH::Field{Center, Center, Center}`: The computed pH.
+- `pCO₂ᵃᵗᵐ::Field{Center, Center, Nothing}`: The partial pressure of CO₂ in the atmosphere.
+"""
+@kernel function solve_ocean_pCO₂!(
+    grid,
+    solver_params,
+    reference_density,
+    ocean_pCO₂,
+    atmospheric_CO₂_solubility,
+    oceanic_CO₂_solubility,
+    temperature,
+    salinity,
+    applied_pressure_bar,
+    DIC,
+    ALK,
+    PO4,
+    pH,
+    atmosphere_pCO₂
+    )
+
+    i, j = @index(Global, NTuple)
+    k = size(grid, 3)
+
+    # compute oceanic pCO₂ using the UniversalRobustCarbonSystem solver
+    CarbonSolved = UniversalRobustCarbonSystem(;
+                        pH      = pH[i, j, 1],
+                        pCO₂ᵃᵗᵐ = atmosphere_pCO₂[i, j, 1],
+                        Θᶜ      = temperature[i, j, k],
+                        Sᴬ      = salinity[i, j, k],
+                        Δpᵦₐᵣ   = applied_pressure_bar[i, j, 1],
+                        Cᵀ      = DIC[i, j, k]/reference_density,
+                        Aᵀ      = ALK[i, j, k]/reference_density,
+                        Pᵀ      = PO4[i, j, k]/reference_density,
+                        solver_params...,
+    )
+
+    ocean_pCO₂[i, j, 1]                 = CarbonSolved.pCO₂ᵒᶜᵉ
+    atmospheric_CO₂_solubility[i, j, 1] = CarbonSolved.Pᵈⁱᶜₖₛₒₗₐ
+    oceanic_CO₂_solubility[i, j, 1]     = CarbonSolved.Pᵈⁱᶜₖₛₒₗₒ
+    pH[i, j, 1]                         = CarbonSolved.pH
+end
+
+"""
+    compute_CO₂_flux(
+        grid,
+        CO₂_flux,
+        piston_velocity,
+        atmospheric_pCO₂,
+        oceanic_pCO₂,
+        atmospheric_CO₂_solubility,
+        oceanic_CO₂_solubility,
+        reference_density
+    )
+
+Compute the flux of CO₂ between the atmosphere and the ocean.
+
+Arguments:
+- `grid::RectilinearGrid`: The model grid.
+- `reference_density::Float64`: The reference density of seawater.
+- `CO₂_flux::Field{Center, Center, Nothing}`: The computed CO₂ flux.
+- `piston_velocity::Field{Center, Center, Nothing}`: The piston velocity for gas exchange at the ocean surface.
+- `atmospheric_pCO₂::Float64`: The partial pressure of CO₂ in the atmosphere.
+- `oceanic_pCO₂::Field{Center, Center, Nothing}`: The partial pressure of CO₂ in the ocean.
+- `atmospheric_CO₂_solubility::Field{Center, Center, Nothing}`: The solubility of CO₂ in the atmosphere.
+- `oceanic_CO₂_solubility::Field{Center, Center, Nothing}`: The solubility of CO₂ in the ocean.
+
+Notes:
+The convention is that a positive flux is upwards (outgassing), and a negative flux is downwards (uptake).
+"""
+@kernel function compute_CO₂_flux!(
+    grid,
+    reference_density,
+    CO₂_flux,
+    piston_velocity,
+    atmospheric_pCO₂,
+    oceanic_pCO₂,
+    atmospheric_CO₂_solubility,
+    oceanic_CO₂_solubility,
+    )
+    i, j = @index(Global, NTuple)
+
+    # compute CO₂ flux (-ve for uptake, +ve for outgassing since convention is +ve upwards)
+    CO₂_flux[i, j, 1] = - piston_velocity[i, j, 1] * (
+                 atmospheric_pCO₂[i, j, 1] * atmospheric_CO₂_solubility[i, j, 1] -
+                 oceanic_pCO₂[i, j, 1]     * oceanic_CO₂_solubility[i, j, 1]
+            ) * reference_density # Convert mol kg⁻¹ m s⁻¹ to mol m⁻² s⁻¹
+end
+
+"""
+    calculate_air_sea_carbon_exchange!(simulation; solver_params = ())
+
+Returns the tendency of DIC in the top layer due to air-sea CO₂ flux
+using the piston velocity formulation of Wanninkhof (1992) and the
+solubility/activity of CO₂ in seawater.
+"""
+@inline function calculate_air_sea_carbon_exchange!(simulation, solver_params = ())
+    grid = simulation.model.grid
+
+# get coefficients from CO₂_flux_parameters struct
+# I really want the option to take these from the model
+    (; surface_wind_speed,
+        applied_pressure,
+        atmospheric_pCO₂,
+        exchange_coefficient,
+        reference_density,
+        ) = CO₂_flux_parameters()
+
+    # Access model fields
+    CO₂_flux = simulation.model.tracers.DIC.boundary_conditions.top.condition
+    temperature = simulation.model.tracers.T
+    salinity    = simulation.model.tracers.S
+    DIC         = simulation.model.tracers.DIC
+    ALK         = simulation.model.tracers.ALK
+    PO₄         = simulation.model.tracers.PO₄
+
+    # compute schmidt number for DIC
+    schmidt_dic = Field{Center, Center, Nothing}(grid)
+    set!(schmidt_dic, 0)
+
+    kernel_args = (
+        grid,
+        schmidt_dic,
+        temperature,
+    )
+
+    launch!(arch,
+	    grid,
+	    :xy,
+	    compute_schmidt_dic!,
+	    kernel_args...,
+    )
+
+    # compute gas exchange coefficient/piston velocity and correct with Schmidt number
+    wind_speed = Field{Center, Center, Nothing}(grid)
+    set!(wind_speed, surface_wind_speed)
+
+    average_exchange_coefficient = Field{Center, Center, Nothing}(grid)
+    set!(average_exchange_coefficient, exchange_coefficient*cmhr⁻¹_per_ms⁻¹)
+
+    piston_velocity = Field{Center, Center, Nothing}(grid)
+    set!(piston_velocity, 0)
+
+    kernel_args = (
+        grid,
+        piston_velocity,
+        wind_speed,
+        average_exchange_coefficient,
+        schmidt_dic,
+        )
+
+    # This is a 2d only kernel, so no need for custom kernel_size to handle slicing of 3d inputs
+    launch!(arch,
+	    grid,
+	    :xy,
+	    compute_piston_velocity!,
+	    kernel_args...,
+    )
+
+    # compute oceanic pCO₂ using the UniversalRobustCarbonSystem solver
+    set!(atmos_pCO₂, atmospheric_pCO₂)
+
+    applied_pressure_bar = Field{Center, Center, Nothing}(grid)
+    set!(applied_pressure_bar, applied_pressure)
+
+    atmospheric_CO₂_solubility = Field{Center, Center, Nothing}(grid)
+    oceanic_CO₂_solubility     = Field{Center, Center, Nothing}(grid)
+
+    kernel_args = (
+        grid,
+        solver_params,
+        reference_density,
+        ocean_pCO₂,
+        atmospheric_CO₂_solubility,
+        oceanic_CO₂_solubility,
+        temperature,
+        salinity,
+        applied_pressure_bar,
+        DIC,
+        ALK,
+        PO₄,
+        pH,
+        atmos_pCO₂,
+        )
+
+    launch!(arch,
+	    grid,
+	    :xy,
+	    solve_ocean_pCO₂!,
+	    kernel_args...,
+    )
+
+    # compute CO₂ flux (-ve for uptake, +ve for outgassing since convention is +ve upwards)
+    kernel_args = (
+        grid,
+        reference_density,
+        CO₂_flux,
+        piston_velocity,
+        atmos_pCO₂,
+        ocean_pCO₂,
+        atmospheric_CO₂_solubility,
+        oceanic_CO₂_solubility,
+        )
+
+    launch!(arch,
+	    grid,
+	    :xy,
+	    compute_CO₂_flux!,
+	    kernel_args...,
+    )
+    return nothing
+end
Main.calculate_air_sea_carbon_exchange!

We put the pieces together

The important line here is biogeochemistry = CarbonAlkalinityNutrients(; grid). We adjust some of the parameters of the model to make the simulation more interesting.

model = HydrostaticFreeSurfaceModel(;
+    grid,
+    biogeochemistry     = CarbonAlkalinityNutrients(; grid,
+                            maximum_net_community_production_rate = 1/365.25day,
+                            PAR_attenuation_scale = 100.,
+                            particulate_organic_phosphorus_sinking_velocity = -10 / day,
+                            ),
+    closure             = ScalarDiffusivity(κ=1e-4),
+    tracers             = (
+        :T, :S, :DIC, :ALK, :PO₄, :NO₃, :DOP, :POP, :Fe
+        ),
+    tracer_advection    = WENO(),
+    buoyancy            = SeawaterBuoyancy(
+        equation_of_state  = LinearEquationOfState(
+            thermal_expansion  = αᵀ,
+            haline_contraction = βˢ
+            ),
+        ),
+    boundary_conditions = (;
+        T=T_bcs, DIC=dic_bcs
+        ),
+    )
HydrostaticFreeSurfaceModel{CPU, RectilinearGrid}(time = 0 seconds, iteration = 0)
+├── grid: 1×1×512 RectilinearGrid{Float64, Oceananigans.Grids.Flat, Oceananigans.Grids.Flat, Oceananigans.Grids.Bounded} on Oceananigans.Architectures.CPU with 0×0×3 halo
+├── timestepper: QuasiAdamsBashforth2TimeStepper
+├── tracers: (T, S, DIC, ALK, PO₄, NO₃, DOP, POP, Fe)
+├── closure: ScalarDiffusivity{ExplicitTimeDiscretization}(ν=0.0, κ=(T=0.0001, S=0.0001, DIC=0.0001, ALK=0.0001, PO₄=0.0001, NO₃=0.0001, DOP=0.0001, POP=0.0001, Fe=0.0001))
+├── buoyancy: SeawaterBuoyancy with g=9.80665 and LinearEquationOfState(thermal_expansion=0.0002, haline_contraction=0.0008) with ĝ = NegativeZDirection()
+├── advection scheme: 
+│   ├── momentum: Centered reconstruction order 2
+│   ├── T: WENO reconstruction order 5
+│   ├── S: WENO reconstruction order 5
+│   ├── DIC: WENO reconstruction order 5
+│   ├── ALK: WENO reconstruction order 5
+│   ├── PO₄: WENO reconstruction order 5
+│   ├── NO₃: WENO reconstruction order 5
+│   ├── DOP: WENO reconstruction order 5
+│   ├── POP: WENO reconstruction order 5
+│   └── Fe: WENO reconstruction order 5
+└── coriolis: Nothing

Initial conditions

Temperature initial condition: a stable density gradient with random noise superposed. Random noise damped at top and bottom we also impose a temperature gradient dTdz

dTdz = 0.02 # K m⁻¹
+
+# Random noise
+Ξ(z) = randn() * z / model.grid.Lz * (1 + z / model.grid.Lz)
+zᶜʳⁱᵗ = -500
+fᶻ = dTdz * model.grid.Lz * 1e-6
8.192e-5

Temperature profile

Tᵢ(z) = ifelse(
+                z > zᶜʳⁱᵗ,
+                20 + dTdz * z + fᶻ * Ξ(z),
+                20 + dTdz * zᶜʳⁱᵗ + fᶻ * Ξ(z),
+        )
Tᵢ (generic function with 1 method)

We initialize the model with reasonable salinity and carbon/alkalinity/nutrient concentrations

Sᵢ(z)   = 35.0  # psu
+DICᵢ(z) = 2.1   # mol/m³
+ALKᵢ(z) = 2.35   # mol/m³
+PO₄ᵢ(z) = 2.5e-3 # mol/m³
+NO₃ᵢ(z) = 42e-3  # mol/m³
+DOPᵢ(z) = 0.0    # mol/m³
+POPᵢ(z) = 0.0    # mol/m³
+Feᵢ(z)  = 2.e-6  # mol/m³
+
+set!(
+    model,
+    T   = Tᵢ,
+    S   = Sᵢ,
+    DIC = DICᵢ,
+    ALK = ALKᵢ,
+    PO₄ = PO₄ᵢ,
+    NO₃ = NO₃ᵢ,
+    DOP = DOPᵢ,
+    POP = POPᵢ,
+    Fe  = Feᵢ
+    )

A simulation of physical-biological interaction

We run the simulation for 30 days with a time-step of 10 minutes.

simulation = Simulation(
+    model,
+    Δt=1minute,
+    stop_time=365.25days
+    )
Simulation of HydrostaticFreeSurfaceModel{CPU, RectilinearGrid}(time = 0 seconds, iteration = 0)
+├── Next time step: 1 minute
+├── Elapsed wall time: 0 seconds
+├── Wall time per iteration: NaN days
+├── Stop time: 365.250 days
+├── Stop iteration : Inf
+├── Wall time limit: Inf
+├── Callbacks: OrderedDict with 4 entries:
+│   ├── stop_time_exceeded => Callback of stop_time_exceeded on IterationInterval(1)
+│   ├── stop_iteration_exceeded => Callback of stop_iteration_exceeded on IterationInterval(1)
+│   ├── wall_time_limit_exceeded => Callback of wall_time_limit_exceeded on IterationInterval(1)
+│   └── nan_checker => Callback of NaNChecker for u on IterationInterval(100)
+├── Output writers: OrderedDict with no entries
+└── Diagnostics: OrderedDict with no entries

We add a TimeStepWizard callback to adapt the simulation's time-step...

wizard = TimeStepWizard(
+    cfl=0.2,
+    max_change=1.1,
+    max_Δt=60minutes
+    )
+
+simulation.callbacks[:wizard] = Callback(
+    wizard,
+    IterationInterval(100),
+    )
Callback of TimeStepWizard(cfl=0.2, max_Δt=3600.0, min_Δt=0.0) on IterationInterval(100)

...and we emit a message with information on DIC, ALK, and CO₂ flux tendencies.

DIC₀ = Field{Center, Center, Nothing}(grid)
+ALK₀ = Field{Center, Center, Nothing}(grid)
+"""
+Function to print DIC, ALK, and CO₂ flux tendency during the simulation
+"""
+function progress(simulation)
+    @printf("Iteration: %d, time: %s\n",
+        iteration(simulation),
+        prettytime(simulation),
+        )
+    Nz = size(simulation.model.grid, 3)
+
+    if iteration(simulation) == 1
+        # Establish and set initial values for the anomaly fields
+        DIC₀[1, 1, 1] = simulation.model.tracers.DIC[1, 1, Nz]
+        ALK₀[1, 1, 1] = simulation.model.tracers.ALK[1, 1, Nz]
+    else
+        @printf("Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): %.12f\n",
+            ((simulation.model.tracers.DIC[1, 1, grid.Nz]-
+                DIC₀[1, 1, 1])/simulation.model.timestepper.previous_Δt
+                ) * 1e7)
+        @printf("Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): %.12f\n",
+            ((simulation.model.tracers.ALK[1, 1, grid.Nz]-
+                ALK₀[1, 1, 1])/simulation.model.timestepper.previous_Δt
+                ) * 1e7)
+        @printf("Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): %.12f\n",
+            (simulation.model.tracers.DIC.boundary_conditions.top.condition[1,1]
+            ) * 1e7)
+
+        # update the anomaly fields
+        DIC₀[1, 1, 1] = simulation.model.tracers.DIC[1, 1, Nz]
+        ALK₀[1, 1, 1] = simulation.model.tracers.ALK[1, 1, Nz]
+    end
+end
+
+simulation.callbacks[:progress] = Callback(
+    progress,
+    IterationInterval(100),
+    )
Callback of progress on IterationInterval(100)

Dont forget to add the callback to compute the CO₂ flux

add_callback!(simulation, calculate_air_sea_carbon_exchange!)

Output writer

filename = "single_column_carbon_alkalinity_nutrients.jld2"
+fout=10days
+simulation.output_writers[:fields] = JLD2OutputWriter(
+    model, model.tracers;
+    filename,
+    schedule = TimeInterval(fout),
+    overwrite_existing = true,
+    )
+
+filename_diags = "single_column_carbon_alkalinity_nutrients_co2flux.jld2"
+
+outputs = (; co₂_flux, ocean_pCO₂, atmos_pCO₂)
+simulation.output_writers[:jld2] = JLD2OutputWriter(
+    model, outputs;
+    filename = filename_diags,
+    schedule = TimeInterval(fout),
+    overwrite_existing = true,
+    )
JLD2OutputWriter scheduled on TimeInterval(10 days):
+├── filepath: ./single_column_carbon_alkalinity_nutrients_co2flux.jld2
+├── 3 outputs: (co₂_flux, ocean_pCO₂, atmos_pCO₂)
+├── array type: Array{Float64}
+├── including: [:grid, :coriolis, :buoyancy, :closure]
+├── file_splitting: NoFileSplitting
+└── file size: 0.0 B

Run the example

run!(simulation)
[ Info: Initializing simulation...
+Iteration: 0, time: 0 seconds
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.000000000000
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.000000000000
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): 0.000000000000
+[ Info:     ... simulation initialization complete (6.109 seconds)
+[ Info: Executing initial time step...
+[ Info:     ... initial time step complete (8.523 seconds).
+Iteration: 100, time: 1.833 hours
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -927.349400004748
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 124.843658054527
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): 0.988044638254
+Iteration: 200, time: 3.850 hours
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -907.096401893025
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 122.697255798229
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): 0.629425232787
+Iteration: 300, time: 6.068 hours
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -885.411128648781
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 120.363357333823
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): 0.263255883162
+Iteration: 400, time: 8.509 hours
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -862.220887481967
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 117.827847927392
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -0.108734021686
+Iteration: 500, time: 11.193 hours
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -837.452546810104
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 115.076150086599
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -0.484651101375
+Iteration: 600, time: 14.145 hours
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -811.033888406508
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 112.093436580850
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -0.862463269657
+Iteration: 700, time: 17.393 hours
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -782.895396112667
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 108.864941679817
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -1.240030043176
+Iteration: 800, time: 20.966 hours
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -752.972847315446
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 105.376397850786
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -1.615136980794
+Iteration: 900, time: 1.037 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -721.210938234591
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 101.614628557822
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -1.985533146138
+Iteration: 1000, time: 1.217 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -687.568192864016
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 97.568329825135
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -2.348970350156
+Iteration: 1100, time: 1.416 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -652.023402906764
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 93.229072320305
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -2.703242887662
+Iteration: 1200, time: 1.634 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -614.583807408419
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 88.592549926610
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.046226536588
+Iteration: 1300, time: 1.873 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -575.295131519555
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 83.660088052415
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.375915738315
+Iteration: 1400, time: 2.137 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -534.253436446774
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 78.440401551259
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.690458109927
+Iteration: 1500, time: 2.427 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -491.618437794880
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 72.951551307969
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.988185725915
+Iteration: 1600, time: 2.746 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -447.627501639080
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 67.222986812193
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.267642914119
+Iteration: 1700, time: 3.097 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -402.608938565173
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 61.297480985876
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.527610614589
+Iteration: 1800, time: 3.483 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -356.992470874080
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 55.232661258179
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.767127600433
+Iteration: 1900, time: 3.908 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -311.313884071575
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 49.101722403391
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.985508960509
+Iteration: 2000, time: 4.375 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -266.210182057568
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 42.992811861642
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.182362122826
+Iteration: 2100, time: 4.889 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -222.401553208592
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 37.006576631498
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.357600362085
+Iteration: 2200, time: 5.454 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -180.657572522538
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 31.251514198010
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.511453223372
+Iteration: 2300, time: 6.076 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -141.747527554189
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 25.837107830557
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.644472627275
+Iteration: 2400, time: 6.760 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -106.378415985062
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 20.865228884246
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.757532638128
+Iteration: 2500, time: 7.513 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -75.128302270316
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 16.420857279858
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.851820094453
+Iteration: 2600, time: 8.340 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -48.386014351820
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 12.563624831663
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.928812738731
+Iteration: 2700, time: 9.251 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -26.309108528309
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 9.321819377805
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.990241492313
+Iteration: 2800, time: 10.250 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): -8.808054990098
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 6.680419462355
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -6.037965112474
+Iteration: 2900, time: 11.352 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 4.410066597266
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 4.634834977815
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -6.074195997203
+Iteration: 3000, time: 12.564 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 13.889285172503
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 3.087168992281
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -6.100921661983
+Iteration: 3100, time: 13.897 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 20.213546255078
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.972679374727
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -6.120167018174
+Iteration: 3200, time: 15.363 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 24.037983724153
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.205969772349
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -6.133802155597
+Iteration: 3300, time: 16.976 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 25.994585440334
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.703760511992
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -6.143465294080
+Iteration: 3400, time: 18.750 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 26.642174267561
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.391730430705
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -6.150512068543
+Iteration: 3500, time: 20.683 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 26.190261517143
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.207221257594
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -6.155952311448
+Iteration: 3600, time: 22.830 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 25.731690991814
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.108236017173
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -6.160651361407
+Iteration: 3700, time: 25.191 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 24.752646433113
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.055803695783
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -6.165070973662
+Iteration: 3800, time: 27.789 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 23.660518505039
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.030669922540
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -6.169536932780
+Iteration: 3900, time: 30.629 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 22.356714521593
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.019439621821
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -6.131045351688
+Iteration: 4000, time: 33.772 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 19.956838137807
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.015027725901
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.951181267839
+Iteration: 4100, time: 37.229 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 17.591117114153
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.013328594903
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.801852350881
+Iteration: 4200, time: 41.027 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 15.802825067119
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.012720698008
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.669524914158
+Iteration: 4300, time: 45.193 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 14.385143282198
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.012529122687
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.547163806020
+Iteration: 4400, time: 49.360 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 13.197924058566
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.012436022284
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.440400218856
+Iteration: 4500, time: 53.500 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 12.147382761487
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.012292449909
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.345394663730
+Iteration: 4600, time: 57.667 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 11.402814779735
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.012312863405
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.258230834817
+Iteration: 4700, time: 61.833 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 10.688681518361
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.012252945747
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.177800888268
+Iteration: 4800, time: 66 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 10.062071138957
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.012191607662
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.102891679035
+Iteration: 4900, time: 70.167 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 9.505897870638
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.012128894766
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -5.032623394472
+Iteration: 5000, time: 74.333 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 9.007688109830
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.012065027914
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.966333758859
+Iteration: 5100, time: 78.500 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 8.558012796434
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.012000230121
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.903509194702
+Iteration: 5200, time: 82.667 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 8.149550060391
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.011934694454
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.843741633793
+Iteration: 5300, time: 86.833 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 7.776491037345
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.011868582794
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.786700208335
+Iteration: 5400, time: 91 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 7.434145504309
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.011802030566
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.732112010639
+Iteration: 5500, time: 95.167 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 7.118670298863
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.011735151475
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.679748611327
+Iteration: 5600, time: 99.333 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 6.826876560535
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.011668041585
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.629416363422
+Iteration: 5700, time: 103.500 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 6.556089433347
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.011600782511
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.580949270607
+Iteration: 5800, time: 107.667 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 6.304043755770
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.011533443988
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.534203637573
+Iteration: 5900, time: 111.833 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 6.068805077900
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.011466085851
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.489053987164
+Iteration: 6000, time: 116 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 5.848708899927
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.011398759681
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.445389896142
+Iteration: 6100, time: 120.167 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 5.642313272219
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.011331510114
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.403113508993
+Iteration: 6200, time: 124.333 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 5.448361359033
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.011264375891
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.362137560212
+Iteration: 6300, time: 128.500 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 5.265751542796
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.011197390754
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.322383783378
+Iteration: 6400, time: 132.667 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 5.093513311297
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.011130584138
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.283781618300
+Iteration: 6500, time: 136.833 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 4.930787632810
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.011063981792
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.246267150576
+Iteration: 6600, time: 141 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 4.776810851764
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010997606284
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.209782234346
+Iteration: 6700, time: 145.167 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 4.630901373417
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010931477384
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.174273760854
+Iteration: 6800, time: 149.333 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 4.492448577704
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010865612500
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.139693044153
+Iteration: 6900, time: 153.500 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 4.360903529717
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010800026894
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.105995301696
+Iteration: 7000, time: 157.667 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 4.235771149029
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010734733989
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.073139212408
+Iteration: 7100, time: 161.833 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 4.116603572174
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010669745594
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.041086538465
+Iteration: 7200, time: 166 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 4.002994497228
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010605072064
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -4.009801799833
+Iteration: 7300, time: 170.167 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 3.894574341787
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010540722473
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.979251992768
+Iteration: 7400, time: 174.333 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 3.791006078504
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010476704809
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.949406345164
+Iteration: 7500, time: 178.500 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 3.691981637947
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010413026009
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.920236102959
+Iteration: 7600, time: 182.667 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 3.597218789028
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010349692147
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.891714342870
+Iteration: 7700, time: 186.833 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 3.506458423246
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010286708471
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.863815807537
+Iteration: 7800, time: 191 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 3.419462181932
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010224079542
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.836516759844
+Iteration: 7900, time: 195.167 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 3.336010376160
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010161809251
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.809794853734
+Iteration: 8000, time: 199.333 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 3.255900157203
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010099900921
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.783629019231
+Iteration: 8100, time: 203.500 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 3.178943902549
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.010038357369
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.757999359803
+Iteration: 8200, time: 207.667 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 3.104967787749
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009977180905
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.732887060437
+Iteration: 8300, time: 211.833 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 3.033810519289
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009916373477
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.708274305082
+Iteration: 8400, time: 216 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.965322207296
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009855936598
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.684144202278
+Iteration: 8500, time: 220.167 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.899363360106
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009795871449
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.660480718003
+Iteration: 8600, time: 224.333 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.835803985267
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009736178903
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.637268614862
+Iteration: 8700, time: 228.500 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.774522783996
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009676859558
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.614493396900
+Iteration: 8800, time: 232.667 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.715406427643
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009617913712
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.592141259397
+Iteration: 8900, time: 236.833 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.658348906452
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009559341496
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.570199043090
+Iteration: 9000, time: 241 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.603250942169
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009501142777
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.548654192348
+Iteration: 9100, time: 245.167 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.550019457348
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009443317228
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.527494716875
+Iteration: 9200, time: 249.333 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.498567094694
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009385864376
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.506709156590
+Iteration: 9300, time: 253.500 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.448811781254
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009328783568
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.486286549330
+Iteration: 9400, time: 257.667 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.400676332316
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009272074000
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.466216401132
+Iteration: 9500, time: 261.833 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.354088090978
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009215734749
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.446488658812
+Iteration: 9600, time: 266 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.308978599488
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009159764765
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.427093684640
+Iteration: 9700, time: 270.167 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.265283299258
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009104162883
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.408022232893
+Iteration: 9800, time: 274.333 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.222941256450
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.009048927855
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.389265428149
+Iteration: 9900, time: 278.500 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.181894910738
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008994058307
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.370814745117
+Iteration: 10000, time: 282.667 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.142089844936
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008939552821
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.352661989905
+Iteration: 10100, time: 286.833 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.103474573331
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008885409879
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.334799282585
+Iteration: 10200, time: 291 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.066000347185
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008831627892
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.317219040942
+Iteration: 10300, time: 295.167 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 2.029620975608
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008778205226
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.299913965309
+Iteration: 10400, time: 299.333 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.994292660442
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008725140168
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.282877024408
+Iteration: 10500, time: 303.500 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.959973843850
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008672430989
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.266101442096
+Iteration: 10600, time: 307.667 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.926625067542
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008620075878
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.249580684960
+Iteration: 10700, time: 311.833 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.894208842526
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008568073002
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.233308450690
+Iteration: 10800, time: 316 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.862689528503
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008516420475
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.217278657163
+Iteration: 10900, time: 320.167 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.832033222090
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008465116389
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.201485432193
+Iteration: 11000, time: 324.333 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.802207653034
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008414158809
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.185923103890
+Iteration: 11100, time: 328.500 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.773182087894
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008363545762
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.170586191592
+Iteration: 11200, time: 332.667 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.744927240447
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008313275260
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.155469397312
+Iteration: 11300, time: 336.833 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.717415188298
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008263345278
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.140567597685
+Iteration: 11400, time: 341 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.690619295238
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008213753807
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.125875836361
+Iteration: 11500, time: 345.167 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.664514138813
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008164498781
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.111389316823
+Iteration: 11600, time: 349.333 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.639075442827
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008115578129
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.097103395597
+Iteration: 11700, time: 353.500 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.614280014205
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008066989801
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.083013575829
+Iteration: 11800, time: 357.667 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.590105684040
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.008018731712
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.069115501207
+Iteration: 11900, time: 361.833 days
+Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): 1.566531252458
+Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): 0.007970801740
+Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): -3.055404950197
+[ Info: Simulation is stopping after running for 45.066 seconds.
+[ Info: Simulation time 365.250 days equals or exceeds stop time 365.250 days.

Visualization

All that's left is to visualize the results.

Tt   = FieldTimeSeries(filename, "T")
+St   = FieldTimeSeries(filename, "S")
+DICt = FieldTimeSeries(filename, "DIC")
+Alkt = FieldTimeSeries(filename, "ALK")
+PO₄t = FieldTimeSeries(filename, "PO₄")
+NO₃t = FieldTimeSeries(filename, "NO₃")
+DOPt = FieldTimeSeries(filename, "DOP")
+POPt = FieldTimeSeries(filename, "POP")
+Fet  = FieldTimeSeries(filename, "Fe")
+CO₂t = FieldTimeSeries(filename_diags, "co₂_flux")
+apCO₂t = FieldTimeSeries(filename_diags, "atmos_pCO₂")
+opCO₂t = FieldTimeSeries(filename_diags, "ocean_pCO₂")
+
+tt = Tt.times
+nt = length(tt)
+z  = znodes(Tt)
+
+CO₂_flux_time_series   = [CO₂t[1, 1, 1, i] for i in 1:nt]
+pCO₂_ocean_time_series = [opCO₂t[1, 1, 1, i] for i in 1:nt]
+pCO₂_atmos_time_series = [apCO₂t[1, 1, 1, i] for i in 1:nt]
+
+fig = Figure(size=(1200, 1200))
+n = Observable(1)
+
+axb = Axis(
+    fig[1:4, 1],
+    xlabel="Temperature (K)",
+    ylabel="z (m)",
+    )
+axC = Axis(
+    fig[1:4, 2],
+    xlabel="DIC/ALK Concentration (mol m⁻³)",
+    )
+axN = Axis(
+    fig[1:4, 3],
+    xlabel="Inorganic Nutrient concentration (mol m⁻³)",
+    )
+axD = Axis(
+    fig[1:4, 4],
+    xlabel="Organic Nutrient concentration (mol m⁻³)",
+    )
+axF = Axis(
+    fig[5:6, 1:4],
+    ylabel="Air-sea CO₂ fluxes (x1e7 mol m⁻² s⁻¹)",
+    xlabel="Time (days)",
+    )
+axP = Axis(
+    fig[5:6, 1:4],
+    ylabel="pCO₂ (μatm)",
+    yticklabelcolor = :red,
+    yaxisposition = :right,
+    )
+
+xlims!(axb, 7, 21)
+xlims!(axC, 1.8, 2.6)
+xlims!(axN, -5, 75)
+xlims!(axD, -50, 250)
+xlims!(axF, -1, 1+simulation.stop_time/days)
+xlims!(axP, -1, 1+simulation.stop_time/days)
+ylims!(axF, -8, 2)
+ylims!(axP, 0, 500)
+
+#slider = Slider(fig[2, 1:4], range=1:nt, startvalue=1)
+#n = slider.value
+
+title = @lift @sprintf(
+    "Convecting nutrients at t = %d days", tt[$n] / days
+    )
+Label(fig[0, 1:4], title)
+
+Tn = @lift interior(Tt[$n], 1, 1, :)
+DICn = @lift interior(DICt[$n], 1, 1, :)
+Alkn = @lift interior(Alkt[$n], 1, 1, :)
+PO₄n = @lift interior(PO₄t[$n], 1, 1, :) * 16 * 1e3
+NO₃n = @lift interior(NO₃t[$n], 1, 1, :) * 1e3
+DOPn = @lift interior(DOPt[$n], 1, 1, :) * 1e6
+POPn = @lift interior(POPt[$n], 1, 1, :) * 1e6
+Fen  = @lift interior(Fet[$n],  1, 1, :) * 1e7
+CO₂_flux_points = Observable(
+    Point2f[(tt[1],
+    (CO₂_flux_time_series[1] * 1e7))]
+    )
+pCO₂_ocean_points = Observable(
+    Point2f[(tt[1],
+    (pCO₂_ocean_time_series[1] * 1e6))]
+    )
+pCO₂_atmos_points = Observable(
+    Point2f[(tt[1],
+    (pCO₂_atmos_time_series[1] * 1e6))]
+    )
+
+lines!(axb, Tn,   z)
+lines!(axC, DICn, z, label="DIC")
+lines!(axC, Alkn, z, label="ALK")
+lines!(axN, PO₄n, z, label="Phosphate (x16e-3)")
+lines!(axN, NO₃n, z, label="Nitrate (x1e-3)")
+lines!(axN, Fen,  z, label="Iron (x1e-7)")
+lines!(axD, DOPn, z, label="DOP (x1e-6)")
+lines!(axD, POPn, z, label="POP (x1e-6)")
+
+scatter!(axP,
+    pCO₂_ocean_points;
+    marker = :circle,
+    markersize = 4,
+    color = :blue,
+    label="ocean pCO₂",
+    )
+scatter!(axP,
+    pCO₂_atmos_points;
+    marker = :circle,
+    markersize = 4,
+    color = :red,
+    label="atmos pCO₂",
+    )
+scatter!(axF,
+    CO₂_flux_points;
+    marker = :circle,
+    markersize = 4,
+    color = :black,
+    )
+
+axislegend(axC,position=:cb)
+axislegend(axN,position=:cb)
+axislegend(axD,position=:cb)
+axislegend(axP,position=:rt)
+
+record(fig,
+    "single_column_carbon_alkalinity_nutrients.mp4",
+    1:nt,
+    framerate=64
+    ) do nn
+    n[] = nn
+    new_point = Point2(
+        tt[nn] / days,
+        (CO₂_flux_time_series[nn] * 1e7),
+        )
+    CO₂_flux_points[]  = push!(
+        CO₂_flux_points[],
+        new_point,
+        )
+
+    new_point = Point2(
+        tt[nn] / days,
+        (pCO₂_ocean_time_series[nn] * 1e6),
+        )
+    pCO₂_ocean_points[]  = push!(
+        pCO₂_ocean_points[],
+        new_point,
+        )
+
+    new_point = Point2(
+        tt[nn] / days,
+        (pCO₂_atmos_time_series[nn] * 1e6),
+        )
+    pCO₂_atmos_points[]  = push!(
+        pCO₂_atmos_points[],
+        new_point,
+        )
+end
+fig
Example block output

This page was generated using Literate.jl.

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z5FoesETE7JOOgEDLT(0bZVXqwjmumBa2{<_Hhkn|F4NFNzrjuQSEixqc{19B;EzBz zkNq3mx=-Kzj|CLWZ?`}GkB!H_|D*FimstG&zwv*sFZh4?dHkSOJbP@!|KZXZ;$V!Z literal 0 HcmV?d00001 diff --git a/dev/literated/single_column_nutrients_plankton_bacteria_detritus/index.html b/dev/literated/single_column_nutrients_plankton_bacteria_detritus/index.html new file mode 100644 index 0000000..cebf3f1 --- /dev/null +++ b/dev/literated/single_column_nutrients_plankton_bacteria_detritus/index.html @@ -0,0 +1,242 @@ + +Single column nutrients, plankton, bacteria, detritus · ClimaOceanBiogeochemistry.jl
GitHub

Nutrients, plankton, bacteria, detritus

This example illustrates how to use ClimaOceanBiogeochemistry's NutrientsPlanktonBacteriaDetrius model in a single column context.

using ClimaOceanBiogeochemistry: NutrientsPlanktonBacteriaDetritus
+
+using Oceananigans
+using Oceananigans.Units
+
+using Printf
+using CairoMakie

A single column grid

We set up a single column grid whose depth is H and with Nz points

H = 1000meters
+z = (-H, 0)
+Nz = 100
+
+grid = RectilinearGrid(size = Nz; z, topology = (Flat, Flat, Bounded))
1×1×100 RectilinearGrid{Float64, Oceananigans.Grids.Flat, Oceananigans.Grids.Flat, Oceananigans.Grids.Bounded} on Oceananigans.Architectures.CPU with 0×0×3 halo
+├── Flat x
+├── Flat y
+└── Bounded  z ∈ [-1000.0, 0.0]   regularly spaced with Δz=10.0

A prescribed vertical tracer diffusivity

We define a tracer diffusivity that mixes a lot near the surface (in the top 50 m), and less down below.

@inline κ(z, t) = 1e-4 + 1e-2 * exp(z / 25) + 1e-2 * exp(-(z + 1000) / 50)
+vertical_diffusion = VerticalScalarDiffusivity(; κ)
VerticalScalarDiffusivity{ExplicitTimeDiscretization}(ν=0.0, κ=κ (generic function with 1 method))

We put the pieces together. The important line here is biogeochemistry = NutrientsPlanktonBacteriaDetritus(grid). We use all default parameters.

model = HydrostaticFreeSurfaceModel(; grid,
+                                    velocities = PrescribedVelocityFields(),
+                                    biogeochemistry = NutrientsPlanktonBacteriaDetritus(grid),
+                                    tracers = (:N, :P, :Z, :B, :D),
+                                    tracer_advection = WENO(),
+                                    buoyancy = nothing,
+                                    closure = vertical_diffusion)
HydrostaticFreeSurfaceModel{CPU, RectilinearGrid}(time = 0 seconds, iteration = 0)
+├── grid: 1×1×100 RectilinearGrid{Float64, Oceananigans.Grids.Flat, Oceananigans.Grids.Flat, Oceananigans.Grids.Bounded} on Oceananigans.Architectures.CPU with 0×0×3 halo
+├── timestepper: QuasiAdamsBashforth2TimeStepper
+├── tracers: (N, P, Z, B, D)
+├── closure: VerticalScalarDiffusivity{ExplicitTimeDiscretization}(ν=0.0, κ=(N=κ (generic function with 1 method), P=κ (generic function with 1 method), Z=κ (generic function with 1 method), B=κ (generic function with 1 method), D=κ (generic function with 1 method)))
+├── buoyancy: Nothing
+├── advection scheme: 
+│   ├── momentum: Centered reconstruction order 2
+│   ├── N: WENO reconstruction order 5
+│   ├── P: WENO reconstruction order 5
+│   ├── Z: WENO reconstruction order 5
+│   ├── B: WENO reconstruction order 5
+│   └── D: WENO reconstruction order 5
+└── coriolis: Nothing

Initial conditions

We initialize the model with reasonable nutrients, detritus, and a nutrient mixed layer.

set!(model, N=3, P=1e-1, Z=1e-1, B=1e-1, D=1e-1)
+
+simulation = Simulation(model, Δt=30minutes, stop_time=10days)
+
+function progress(sim)
+    @printf("Iteration: %d, time: %s, total(N): %.2e \n",
+            iteration(sim), prettytime(sim),
+            sum(model.tracers.N) + sum(model.tracers.P) + sum(model.tracers.B) + sum(model.tracers.D))
+    return nothing
+end
+
+simulation.callbacks[:progress] = Callback(progress, IterationInterval(10))
Callback of progress on IterationInterval(10)

Let's see the initial condition

N = model.tracers.N
+P = model.tracers.P
+Z = model.tracers.Z
+B = model.tracers.B
+D = model.tracers.D
+
+z = znodes(N)
+
+fig = Figure(size=(1200, 600))
+
+axN  = Axis(fig[1, 1], xlabel="Nutrient concentration (N)", ylabel="z (m)")
+axP  = Axis(fig[1, 2], xlabel="Phytoplankton concentration (P)")
+axZ  = Axis(fig[1, 3], xlabel="Zooplankton concentration (Z)")
+axB  = Axis(fig[1, 4], xlabel="Bacteria concentration (B)")
+axD = Axis(fig[1, 5], xlabel="Detritus concentration (D)")
+
+lines!(axN, interior(N, 1, 1, :), z)
+lines!(axP, interior(P, 1, 1, :), z)
+lines!(axZ, interior(Z, 1, 1, :), z)
+lines!(axB, interior(B, 1, 1, :), z)
+lines!(axD, interior(D, 1, 1, :), z)
+
+current_figure()
Example block output

Now we add an output writer to the simulation and run the simulation.

filename = "nutrients_plankton_bacteria_detritus.jld2"
+
+simulation.output_writers[:fields] = JLD2OutputWriter(model, model.tracers;
+                                                      filename,
+                                                      schedule = TimeInterval(1day),
+                                                      overwrite_existing = true)
+
+run!(simulation)
┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+[ Info: Initializing simulation...
+Iteration: 0, time: 0 seconds, total(N): 3.30e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+[ Info:     ... simulation initialization complete (1.413 seconds)
+[ Info: Executing initial time step...
+[ Info:     ... initial time step complete (2.460 seconds).
+Iteration: 10, time: 5 hours, total(N): 3.30e+02
+Iteration: 20, time: 10 hours, total(N): 3.30e+02
+Iteration: 30, time: 15 hours, total(N): 3.30e+02
+Iteration: 40, time: 20 hours, total(N): 3.30e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+Iteration: 50, time: 1.042 days, total(N): 3.31e+02
+Iteration: 60, time: 1.250 days, total(N): 3.31e+02
+Iteration: 70, time: 1.458 days, total(N): 3.31e+02
+Iteration: 80, time: 1.667 days, total(N): 3.31e+02
+Iteration: 90, time: 1.875 days, total(N): 3.31e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+Iteration: 100, time: 2.083 days, total(N): 3.31e+02
+Iteration: 110, time: 2.292 days, total(N): 3.31e+02
+Iteration: 120, time: 2.500 days, total(N): 3.31e+02
+Iteration: 130, time: 2.708 days, total(N): 3.31e+02
+Iteration: 140, time: 2.917 days, total(N): 3.31e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+Iteration: 150, time: 3.125 days, total(N): 3.31e+02
+Iteration: 160, time: 3.333 days, total(N): 3.31e+02
+Iteration: 170, time: 3.542 days, total(N): 3.31e+02
+Iteration: 180, time: 3.750 days, total(N): 3.31e+02
+Iteration: 190, time: 3.958 days, total(N): 3.31e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+Iteration: 200, time: 4.167 days, total(N): 3.31e+02
+Iteration: 210, time: 4.375 days, total(N): 3.31e+02
+Iteration: 220, time: 4.583 days, total(N): 3.31e+02
+Iteration: 230, time: 4.792 days, total(N): 3.31e+02
+Iteration: 240, time: 5 days, total(N): 3.31e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+Iteration: 250, time: 5.208 days, total(N): 3.31e+02
+Iteration: 260, time: 5.417 days, total(N): 3.31e+02
+Iteration: 270, time: 5.625 days, total(N): 3.31e+02
+Iteration: 280, time: 5.833 days, total(N): 3.31e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+Iteration: 290, time: 6.042 days, total(N): 3.31e+02
+Iteration: 300, time: 6.250 days, total(N): 3.31e+02
+Iteration: 310, time: 6.458 days, total(N): 3.31e+02
+Iteration: 320, time: 6.667 days, total(N): 3.31e+02
+Iteration: 330, time: 6.875 days, total(N): 3.31e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+Iteration: 340, time: 7.083 days, total(N): 3.31e+02
+Iteration: 350, time: 7.292 days, total(N): 3.31e+02
+Iteration: 360, time: 7.500 days, total(N): 3.31e+02
+Iteration: 370, time: 7.708 days, total(N): 3.31e+02
+Iteration: 380, time: 7.917 days, total(N): 3.31e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+Iteration: 390, time: 8.125 days, total(N): 3.31e+02
+Iteration: 400, time: 8.333 days, total(N): 3.31e+02
+Iteration: 410, time: 8.542 days, total(N): 3.31e+02
+Iteration: 420, time: 8.750 days, total(N): 3.31e+02
+Iteration: 430, time: 8.958 days, total(N): 3.31e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618
+Iteration: 440, time: 9.167 days, total(N): 3.31e+02
+Iteration: 450, time: 9.375 days, total(N): 3.31e+02
+Iteration: 460, time: 9.583 days, total(N): 3.31e+02
+Iteration: 470, time: 9.792 days, total(N): 3.31e+02
+[ Info: Simulation is stopping after running for 4.230 seconds.
+[ Info: Simulation time 10 days equals or exceeds stop time 10 days.
+Iteration: 480, time: 10 days, total(N): 3.31e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D),Tuple{Main.#κ,Main.#κ,Main.#κ,Main.#κ,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/OP0XX/src/data/reconstructing_datatypes.jl:618

Visualization

All that's left is to visualize the results.

Pt = FieldTimeSeries(filename, "P")
+Zt = FieldTimeSeries(filename, "Z")
+Bt = FieldTimeSeries(filename, "B")
+Dt = FieldTimeSeries(filename, "D")
+Nt = FieldTimeSeries(filename, "N")
+
+t = Pt.times
+nt = length(t)
+z = znodes(Pt)
+
+fig = Figure(size=(1200, 600))
+
+axN  = Axis(fig[1, 1], xlabel="[Nutrient] (mmol m⁻³)", ylabel="z (m)")
+axP  = Axis(fig[1, 2], xlabel="[Phytoplankton] (mmol m⁻³)")
+axZ  = Axis(fig[1, 3], xlabel="[Zooplankton] (mmol m⁻³)")
+axB  = Axis(fig[1, 4], xlabel="[Bacteria] (mmol m⁻³)")
+axD = Axis(fig[1, 5], xlabel="[Detritus] (mmol m⁻³)")
+
+slider = Slider(fig[2, 1:5], range=1:nt, startvalue=1)
+n = slider.value
+
+title = @lift @sprintf("Equilibrium biogeochemistry at t = %d days", t[$n] / day)
+Label(fig[0, 1:5], title)
+
+Nn  = @lift interior(Nt[$n], 1, 1, :)
+Pn  = @lift interior(Pt[$n], 1, 1, :)
+Zn  = @lift interior(Zt[$n], 1, 1, :)
+Bn  = @lift interior(Bt[$n], 1, 1, :)
+Dn = @lift interior(Dt[$n], 1, 1, :)
+
+lines!(axP, Pn, z)
+lines!(axZ, Zn, z)
+lines!(axD, Dn, z)
+lines!(axB, Bn, z)
+lines!(axN, Nn, z)
+
+record(fig, "nutrients_plankton_bacteria_detritus.mp4", 1:nt, framerate=24) do nn
+    n[] = nn
+end

Let's plot a snapshot of the last frame.

Nn_last  = interior(Nt[end], 1, 1, :)
+Pn_last  = interior(Pt[end], 1, 1, :)
+Zn_last  = interior(Zt[end], 1, 1, :)
+Bn_last  = interior(Bt[end], 1, 1, :)
+Dn_last = interior(Dt[end], 1, 1, :)
+
+last_frame = Figure(size=(1200, 600))
+axN  = Axis(last_frame[1, 1], xlabel="[N] (mmol m⁻³)", ylabel="z (m)")
+axP  = Axis(last_frame[1, 2], xlabel="[P] (mmol m⁻³)")
+axZ  = Axis(last_frame[1, 3], xlabel="[Z] (mmol m⁻³)")
+axB  = Axis(last_frame[1, 4], xlabel="[B] (mmol m⁻³)")
+axD = Axis(last_frame[1, 5], xlabel="[D] (mmol m⁻³)")
+
+lines!(axP, Pn_last, z)
+lines!(axZ, Zn_last, z)
+lines!(axD, Dn_last, z)
+lines!(axB, Bn_last, z)
+lines!(axN, Nn_last, z)
+
+save("NPZDB.png", last_frame)

Another figure: we plot the sum of each variable against time.

N_time  = zeros(1:nt)
+P_time  = zeros(1:nt)
+Z_time  = zeros(1:nt)
+B_time  = zeros(1:nt)
+D_time = zeros(1:nt)
+
+for times = 1:nt
+    N_time[times] = sum(Nt[:, :, :, times])
+    P_time[times] = sum(Pt[:, :, :, times])
+    Z_time[times] = sum(Zt[:, :, :, times])
+    B_time[times] = sum(Bt[:, :, :, times])
+    D_time[times] = sum(Dt[:, :, :, times])
+end
+
+TimeVar = Figure()
+ax2 = Axis(TimeVar[1, 1], title="Nutrients evolution", ylabel="Variable (mmol m⁻³)", xlabel="Time (days)")
+lines!(ax2, 1:nt, N_time, label="N")
+lines!(ax2, 1:nt, P_time, label="P")
+lines!(ax2, 1:nt, Z_time, label="Z")
+lines!(ax2, 1:nt, B_time, label="B")
+lines!(ax2, 1:nt, D_time, label="dD")
+
+axislegend()
+
+save("TimeVariations.png", TimeVar)

This page was generated using Literate.jl.

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GitHub

Illustration of using a carbon system solver

This example illustrates how to use ClimaOceanBiogeochemistry's UniversalRobustCarbonSystem model in a 0-d context.

using ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver: UniversalRobustCarbonSystem
+using ClimaOceanBiogeochemistry.CarbonSystemSolvers: CarbonSystemParameters, CarbonSolverParameters, CarbonCoefficientParameters
+
+using Oceananigans
+using Oceananigans.Units
+
+using Printf
+using CairoMakie

We are going to simulate two bottles of soda, one opened and left in the fridge the other opened and left on the counter to go flat.

Model setup

The 0-d grid represents a 10cm bottle of soda

grid = RectilinearGrid(size = 1,
+                       z = (-1meter/10, 0),
+                       topology = (Flat, Flat, Bounded))
1×1×1 RectilinearGrid{Float64, Oceananigans.Grids.Flat, Oceananigans.Grids.Flat, Oceananigans.Grids.Bounded} on Oceananigans.Architectures.CPU with 0×0×1 halo
+├── Flat x
+├── Flat y
+└── Bounded  z ∈ [-0.1, 0.0]      regularly spaced with Δz=0.1

For CO₂ exchange, we use a FluxBoundaryCondition for the "top" of the dissolved inorganic carbon (DIC) tracer. We'll write a callback later to calculate the flux every time step.

co₂_flux = Field{Center, Center, Nothing}(grid)
+dic_bcs  = FieldBoundaryConditions(top = FluxBoundaryCondition(co₂_flux))
Oceananigans.FieldBoundaryConditions, with boundary conditions
+├── west: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── east: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── south: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── north: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── bottom: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── top: FluxBoundaryCondition: 1×1×1 Field{Oceananigans.Grids.Center, Oceananigans.Grids.Center, Nothing} reduced over dims = (3,) on Oceananigans.Grids.RectilinearGrid on Oceananigans.Architectures.CPU
+└── immersed: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)

Field arrays to store pCO₂ values filled in compute_co₂_flux!

soda_pCO₂ = Field{Center, Center, Nothing}(grid)
+atmos_pCO₂ = Field{Center, Center, Nothing}(grid)
1×1×1 Field{Oceananigans.Grids.Center, Oceananigans.Grids.Center, Nothing} reduced over dims = (3,) on Oceananigans.Grids.RectilinearGrid on Oceananigans.Architectures.CPU
+├── grid: 1×1×1 RectilinearGrid{Float64, Oceananigans.Grids.Flat, Oceananigans.Grids.Flat, Oceananigans.Grids.Bounded} on Oceananigans.Architectures.CPU with 0×0×1 halo
+├── boundary conditions: FieldBoundaryConditions
+│   └── west: Nothing, east: Nothing, south: Nothing, north: Nothing, bottom: Nothing, top: Nothing, immersed: ZeroFlux
+└── data: 1×1×1 OffsetArray(::Array{Float64, 3}, 1:1, 1:1, 1:1) with eltype Float64 with indices 1:1×1:1×1:1
+    └── max=0.0, min=0.0, mean=0.0

Build function for CO₂ flux calculation. Dissolved CO₂ in the soda will exchange with the overlying atmosphere These are some coefficients and constants that we'll use in the calculation

Base.@kwdef struct CO₂_flux_parameters{FT}
+    surface_wind_speed   :: FT = 10. # ms⁻¹
+    atmospheric_pCO₂     :: FT = 280e-6 # atm
+    exchange_coefficient :: FT = 0.337 # cm hr⁻¹
+    salinity             :: FT = 0.0 # psu
+    alkalinity           :: FT = 2.35e-3 # mol kg⁻¹
+    silicate             :: FT = 0e-6 # mol kg⁻¹
+    phosphate            :: FT = 0e-6 # mol kg⁻¹
+    initial_pH_guess     :: FT = 8.0
+    reference_density    :: FT = 1024.5 # kg m⁻³
+end
+
+"""
+    compute_co₂_flux!(simulation)
+
+Returns the tendency due to CO₂ flux using the piston velocity
+formulation of Wanninkhof (1992) and the solubility/activity of
+CO₂ that depends on temperature, etc.
+"""
+@inline function compute_co₂_flux!(simulation; solver_params = ())
+    Nz = size(simulation.model.grid, 3)
+
+# Get coefficients from CO₂_flux_parameters struct
+# I really want the option to take these from the model
+    (; surface_wind_speed,
+       atmospheric_pCO₂,
+       exchange_coefficient,
+       salinity,
+       alkalinity,
+       silicate,
+       phosphate,
+       initial_pH_guess,
+       reference_density,
+       ) = CO₂_flux_parameters()
+
+    U₁₀      = surface_wind_speed
+    pCO₂ᵃᵗᵐ  = atmospheric_pCO₂
+    Kʷₐᵥₑ    = exchange_coefficient
+    Sᴬ       = salinity
+    Aᵀ       = alkalinity
+    Siᵀ      = silicate
+    Pᵀ       = phosphate
+    pH       = initial_pH_guess
+    ρʳᵉᶠ     = reference_density
+
+    cmhr⁻¹_per_ms⁻¹ = 1 / 3.6e5 # conversion factor from cm/hr to m/s
+
+    co₂_flux = simulation.model.tracers.DIC.boundary_conditions.top.condition
+    Θᶜ = simulation.model.tracers.T[1,1,Nz]
+    Cᵀ = simulation.model.tracers.DIC[1,1,Nz]/ρʳᵉᶠ
+
+    # applied pressure in atm (i.e. Pˢᵘʳᶠ-Pᵃᵗᵐ)
+    # Positive when the can is sealed, then zero when the can is opens
+    # On average, the 12 ounce soda cans sold in the US tend to have a pressure of roughly 120 kPa when canned at 4 °C
+    if iteration(simulation) <= 1
+        Δpᵦₐᵣ   = 0.2
+    else
+        # *pssshhhht* the bottle is opened
+        Δpᵦₐᵣ   = 0.0
+    end
+
+    # compute soda pCO₂ using the UniversalRobustCarbonSystem solver
+    # Returns soda pCO₂ (in atm) and atmosphere/soda solubility coefficients (mol kg⁻¹ atm⁻¹)
+    (; pCO₂ᵒᶜᵉ, Pᵈⁱᶜₖₛₒₗₐ, Pᵈⁱᶜₖₛₒₗₒ) = UniversalRobustCarbonSystem(
+        pH      = pH,
+        pCO₂ᵃᵗᵐ = pCO₂ᵃᵗᵐ,
+        Θᶜ      = Θᶜ,
+        Sᴬ      = Sᴬ,
+        Δpᵦₐᵣ   = Δpᵦₐᵣ,
+        Cᵀ      = Cᵀ,
+        Aᵀ      = Aᵀ,
+        Pᵀ      = Pᵀ,
+        Siᵀ     = Siᵀ,
+        solver_params...,
+    )
+
+    # store the soda and atmospheric CO₂ concentrations into Fields
+    soda_pCO₂[1,1,Nz]  = (pCO₂ᵒᶜᵉ * Pᵈⁱᶜₖₛₒₗₒ ) * ρʳᵉᶠ # Convert mol kg⁻¹ m s⁻¹ to mol m⁻² s⁻¹
+    atmos_pCO₂[1,1,Nz] = (pCO₂ᵃᵗᵐ * Pᵈⁱᶜₖₛₒₗₐ) * ρʳᵉᶠ # Convert mol kg⁻¹ to mol m⁻³
+
+    # compute schmidt number for DIC
+    kˢᶜ = CarbonCoefficientParameters(
+            a₀ = 2116.8,
+            a₁ = 136.25,
+            a₂ = 4.7353,
+            a₃ = 9.2307e-2,
+            a₄ = 7.555e-4,
+            a₅ = 660.0,
+        )
+
+    Cˢᶜᵈⁱᶜ =  ( kˢᶜ.a₀ -
+                kˢᶜ.a₁ * Θᶜ +
+                kˢᶜ.a₂ * Θᶜ^2 -
+                kˢᶜ.a₃ * Θᶜ^3 +
+                kˢᶜ.a₄ * Θᶜ^4
+              )/kˢᶜ.a₅
+
+    # compute gas exchange coefficient/piston velocity and correct with Schmidt number
+    Kʷ =  (
+           (Kʷₐᵥₑ * cmhr⁻¹_per_ms⁻¹) * U₁₀^2
+          ) / sqrt(Cˢᶜᵈⁱᶜ)
+
+    # compute co₂ flux (-ve for uptake, +ve for outgassing since convention is +ve upwards in the soda)
+    co₂_flux[1,1,Nz] = - Kʷ * (
+                    pCO₂ᵃᵗᵐ * Pᵈⁱᶜₖₛₒₗₐ -
+                    pCO₂ᵒᶜᵉ * Pᵈⁱᶜₖₛₒₗₒ
+                   ) * ρʳᵉᶠ # Convert mol kg⁻¹ m s⁻¹ to mol m⁻² s⁻¹
+    return nothing
+end
Main.compute_co₂_flux!

Simulation of a soda outgassing CO₂ in the fridge

model_open_in_the_fridge = NonhydrostaticModel(;
+    grid,
+    velocities = nothing,
+    buoyancy   = nothing,
+    closure    = nothing,
+    tracers    = (:T, :DIC),
+    boundary_conditions = (; DIC=dic_bcs),
+    )
NonhydrostaticModel{CPU, RectilinearGrid}(time = 0 seconds, iteration = 0)
+├── grid: 1×1×1 RectilinearGrid{Float64, Oceananigans.Grids.Flat, Oceananigans.Grids.Flat, Oceananigans.Grids.Bounded} on Oceananigans.Architectures.CPU with 0×0×1 halo
+├── timestepper: QuasiAdamsBashforth2TimeStepper
+├── advection scheme: Centered reconstruction order 2
+├── tracers: (T, DIC)
+├── closure: Nothing
+├── buoyancy: Nothing
+└── coriolis: Nothing

Initial conditions for the refridgerated soda

Tᵢ   = 4     # °C
+DICᵢ = 2.4   # mol/m³
+set!(model_open_in_the_fridge, T = Tᵢ, DIC = DICᵢ)
+
+simulation = Simulation(model_open_in_the_fridge, Δt=10minutes, stop_time=24hours)
Simulation of NonhydrostaticModel{CPU, RectilinearGrid}(time = 0 seconds, iteration = 0)
+├── Next time step: 10 minutes
+├── Elapsed wall time: 0 seconds
+├── Wall time per iteration: NaN days
+├── Stop time: 1 day
+├── Stop iteration : Inf
+├── Wall time limit: Inf
+├── Callbacks: OrderedDict with 4 entries:
+│   ├── stop_time_exceeded => Callback of stop_time_exceeded on IterationInterval(1)
+│   ├── stop_iteration_exceeded => Callback of stop_iteration_exceeded on IterationInterval(1)
+│   ├── wall_time_limit_exceeded => Callback of wall_time_limit_exceeded on IterationInterval(1)
+│   └── nan_checker => Callback of NaNChecker for u on IterationInterval(100)
+├── Output writers: OrderedDict with no entries
+└── Diagnostics: OrderedDict with no entries

Add an output writer...

fnm_fridge = "soda_in_the_fridge.jld2"
+outputs = (; co₂_flux,
+             soda_pCO₂,
+             atmos_pCO₂,
+             model_open_in_the_fridge.tracers.T,
+             model_open_in_the_fridge.tracers.DIC,
+             )
+simulation.output_writers[:jld2] = JLD2OutputWriter(
+    model_open_in_the_fridge, outputs;
+    filename = fnm_fridge,
+    schedule = TimeInterval(10minutes),
+    overwrite_existing = true,
+    )
JLD2OutputWriter scheduled on TimeInterval(10 minutes):
+├── filepath: ./soda_in_the_fridge.jld2
+├── 5 outputs: (co₂_flux, soda_pCO₂, atmos_pCO₂, T, DIC)
+├── array type: Array{Float64}
+├── including: [:grid, :coriolis, :buoyancy, :closure]
+├── file_splitting: NoFileSplitting
+└── file size: 0.0 B

... and don't forget to add a callback to compute the CO₂ flux

add_callback!(simulation, compute_co₂_flux!)

Run the simulation

run!(simulation)
[ Info: Initializing simulation...
+[ Info:     ... simulation initialization complete (1.088 seconds)
+[ Info: Executing initial time step...
+[ Info:     ... initial time step complete (3.873 seconds).
+[ Info: Simulation is stopping after running for 5.538 seconds.
+[ Info: Simulation time 1 day equals or exceeds stop time 1 day.

A simulation of a soda outgassing CO₂ on the counter

We simulate soda Warming up on the counter using a forcing function linear increase from 4°C to 30°C over 12 hours then stops warming

temperature_increase(z, t, p) = ifelse(t <= 12hours, p.∂T∂t * p.Δt , 0.0)
+
+warming = Forcing(
+     temperature_increase,
+     parameters=(∂T∂t=1e-6, Δt=10minutes),
+     )
ContinuousForcing{@NamedTuple{∂T∂t::Float64, Δt::Float64}}
+├── func: temperature_increase (generic function with 1 method)
+├── parameters: (∂T∂t = 1.0e-6, Δt = 600.0)
+└── field dependencies: ()

Build the second model for the soda on the counter

model_open_on_the_counter = NonhydrostaticModel(;
+    grid,
+    velocities = nothing,
+    buoyancy   = nothing,
+    closure    = nothing,
+    forcing    = (; T=warming),
+    tracers    = (:T, :DIC),
+    boundary_conditions = (; DIC=dic_bcs),
+    )
+
+set!(model_open_on_the_counter, T = Tᵢ, DIC = DICᵢ)
+
+simulation = Simulation(model_open_on_the_counter, Δt=10minutes, stop_time=24hours)
Simulation of NonhydrostaticModel{CPU, RectilinearGrid}(time = 0 seconds, iteration = 0)
+├── Next time step: 10 minutes
+├── Elapsed wall time: 0 seconds
+├── Wall time per iteration: NaN days
+├── Stop time: 1 day
+├── Stop iteration : Inf
+├── Wall time limit: Inf
+├── Callbacks: OrderedDict with 4 entries:
+│   ├── stop_time_exceeded => Callback of stop_time_exceeded on IterationInterval(1)
+│   ├── stop_iteration_exceeded => Callback of stop_iteration_exceeded on IterationInterval(1)
+│   ├── wall_time_limit_exceeded => Callback of wall_time_limit_exceeded on IterationInterval(1)
+│   └── nan_checker => Callback of NaNChecker for u on IterationInterval(100)
+├── Output writers: OrderedDict with no entries
+└── Diagnostics: OrderedDict with no entries

Add an output writer...

fnm_counter = "soda_on_the_counter.jld2"
+outputs  = (; co₂_flux,
+              soda_pCO₂,
+              atmos_pCO₂,
+              model_open_on_the_counter.tracers.T,
+              model_open_on_the_counter.tracers.DIC,
+              )
+simulation.output_writers[:jld2] = JLD2OutputWriter(
+    model_open_on_the_counter, outputs;
+    filename = fnm_counter,
+    schedule = TimeInterval(10minutes),
+    overwrite_existing = true)
JLD2OutputWriter scheduled on TimeInterval(10 minutes):
+├── filepath: ./soda_on_the_counter.jld2
+├── 5 outputs: (co₂_flux, soda_pCO₂, atmos_pCO₂, T, DIC)
+├── array type: Array{Float64}
+├── including: [:grid, :coriolis, :buoyancy, :closure]
+├── file_splitting: NoFileSplitting
+└── file size: 0.0 B

..and don't forget to add a callback to compute the CO₂ flux

add_callback!(simulation, compute_co₂_flux!)

Run the simulation

run!(simulation)
[ Info: Initializing simulation...
+[ Info:     ... simulation initialization complete (1.015 seconds)
+[ Info: Executing initial time step...
+[ Info:     ... initial time step complete (2.028 seconds).
+[ Info: Simulation is stopping after running for 3.586 seconds.
+[ Info: Simulation time 1 day equals or exceeds stop time 1 day.

Visualization

All that's left is to visualize the results.

fridge_soda_pCO₂ = FieldTimeSeries(fnm_fridge, "soda_pCO₂")
+fridge_atmo_co₂ = FieldTimeSeries(fnm_fridge, "atmos_pCO₂")
+fridge_temp      = FieldTimeSeries(fnm_fridge, "T")
+
+counter_soda_pCO₂ = FieldTimeSeries(fnm_counter, "soda_pCO₂")
+counter_atmo_co₂ = FieldTimeSeries(fnm_counter, "atmos_pCO₂")
+counter_temp      = FieldTimeSeries(fnm_counter, "T")
+
+t  = fridge_soda_pCO₂.times
+nt = length(t)
+
+fig = Figure(size=(1200, 900))
+
+ax = Axis(fig[1,1], xlabel="Time", ylabel="CO₂ conc [mmol m⁻³]")
+lines!(t/(3600),
+       interior(fridge_soda_pCO₂, 1, 1, 1, :)*1e3;
+       linestyle = :dash,
+       label = "fridge soda",
+       )
+lines!(t/(3600),
+       interior(counter_soda_pCO₂, 1, 1, 1, :)*1e3;
+       linestyle = :solid,
+       label = "counter soda",
+       )
+lines!(t/(3600),
+       interior(fridge_atmo_co₂, 1, 1, 1, :)*1e3;
+       linestyle = :dash,
+       label = "fridge saturated")
+lines!(t/(3600),
+       interior(counter_atmo_co₂, 1, 1, 1, :)*1e3;
+       linestyle = :solid,
+       label = "counter saturated")
+axislegend()
+
+ax = Axis(fig[2,1], xlabel="Time", ylabel="Temp (°C)")
+lines!(t/(3600),
+       interior(fridge_temp, 1, 1, 1, :),
+       linestyle = :dash,
+       label = "fridge soda temperature",
+       )
+lines!(t/(3600),
+       interior(counter_temp, 1, 1, 1, :),
+       linestyle = :solid,
+       label = "counter soda temperature",
+       )
+axislegend()
Makie.Legend()

The cool soda's CO₂ concentration approaches equilibrium with the atmosphere (the saturated CO₂ concentration) quickly. The warming soda continues to outgas, since the solubility of CO₂ decreases with temperature. It'll taste flatter because of the lower CO₂ concentration.

#save("soda_outgassing_0d.png", fig)
+fig
Example block output

This page was generated using Literate.jl.

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Once the convective turbulence dies down, plankton start to grow.","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"Qʰ = 200.0 # W m⁻², surface _heat_ flux\nρₒ = 1026.0 # kg m⁻³, average density at the surface of the world ocean\ncᴾ = 3991.0 # J K⁻¹ kg⁻¹, typical heat capacity for seawater\n\nQᵀ(t) = ifelse(t < 30days, Qʰ / (ρₒ * cᴾ), 0.0) # K m s⁻¹, surface _temperature_ flux\n\nT_bcs = FieldBoundaryConditions(\n top = FluxBoundaryCondition(Qᵀ)\n )","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"For air-sea CO₂ fluxes, we use a FluxBoundaryCondition for the \"top\" of the DIC tracer. We'll write a callback to calculate the flux every time step.","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"co₂_flux = Field{Center, Center, Nothing}(grid)\n\ndic_bcs = FieldBoundaryConditions(\n top = FluxBoundaryCondition(co₂_flux)\n )\n\n# These are filled in compute_co₂_flux!\nocean_pCO₂ = Field{Center, Center, Nothing}(grid)\natmos_pCO₂ = Field{Center, Center, Nothing}(grid)\npH = Field{Center, Center, Nothing}(grid)\nset!(pH, 8.0)\n\ncmhr⁻¹_per_ms⁻¹ = 1 / 3.6e5 # conversion factor from cm/hr to m/s\n\n# Supply some coefficients and external data for the CO₂ flux calculation\nBase.@kwdef struct CO₂_flux_parameters\n surface_wind_speed = 10. # ms⁻¹\n applied_pressure = 0.0 # atm\n atmospheric_pCO₂ = 280e-6 # atm\n exchange_coefficient = 0.337 # cm hr⁻¹\n reference_density = 1024.5 # kg m⁻³\nend\nadapt_structure(\n to, cp::CO₂_flux_parameters\n ) = CO₂_flux_parameters(\n adapt(to, cp.surface_wind_speed),\n adapt(to, cp.applied_pressure),\n adapt(to, cp.atmospheric_pCO₂),\n adapt(to, cp.exchange_coefficient),\n adapt(to, cp.reference_density),\n)\n\n\"\"\"\n compute_schmidt_dic(\n grid,\n schmidt_number_dic,\n temperature,\n )\n\nCompute the Schmidt number for dissolved inorganic carbon (DIC) based on the temperature Θᶜ (in degrees Celsius).\n\nArguments:\n- `grid::RectilinearGrid`: The model grid.\n- `schmidt_number_dic::Field{Center, Center, Nothing}`: The computed Schmidt number for DIC.\n- `temperature::Field{Center, Center, Nothing}`: Temperature in degrees Celsius.\n- `kˢᶜ::CarbonCoefficientParameters`: The parameters for the Schmidt number calculation.\n\"\"\"\n@kernel function compute_schmidt_dic!(\n grid,\n schmidt_number_dic,\n temperature,\n kˢᶜ = CarbonCoefficientParameters(\n a₀ = 2116.8,\n a₁ = 136.25,\n a₂ = 4.7353,\n a₃ = 9.2307e-2,\n a₄ = 7.555e-4,\n a₅ = 660.0,\n ),\n )\n\n i, j = @index(Global, NTuple)\n k = size(grid, 3)\n\n schmidt_number_dic[i, j, 1] = (\n kˢᶜ.a₀ -\n kˢᶜ.a₁ * temperature[i, j, k] +\n kˢᶜ.a₂ * temperature[i, j, k]^2 -\n kˢᶜ.a₃ * temperature[i, j, k]^3 +\n kˢᶜ.a₄ * temperature[i, j, k]^4\n ) / kˢᶜ.a₅\nend\n\n\"\"\"\n compute_piston_velocity(\n grid,\n piston_velocity,\n surface_wind_speed,\n exchange_coefficient,\n schmidt_number,\n )\n\nCompute the piston velocity for gas exchange at the ocean surface.\n\nArguments:\n- `grid::RectilinearGrid`: The model grid.\n- `piston_velocity::Field{Center, Center, Nothing}`: The computed piston velocity.\n- `surface_wind_speed::Field{Center, Center, Nothing}`: The wind speed at the ocean surface.\n- `exchange_coefficient::Float64`: The gas exchange coefficient.\n- `schmidt_number::Field{Center, Center, Nothing}`: The Schmidt number.\n\"\"\"\n@kernel function compute_piston_velocity!(\n grid,\n piston_velocity,\n surface_wind_speed,\n exchange_coefficient,\n schmidt_number\n )\n\n i, j = @index(Global, NTuple)\n\n piston_velocity[i, j, 1] = exchange_coefficient[i, j, 1] *\n surface_wind_speed[i, j, 1]^2 /\n sqrt(schmidt_number[i, j, 1])\nend\n\n\"\"\"\n solve_ocean_pCO₂!(\n grid,\n reference_density,\n ocean_pCO₂,\n atmospheric_CO₂_solubility,\n oceanic_CO₂_solubility,\n Θᶜ, Sᴬ, Δpᵦₐᵣ, Cᵀ, Aᵀ, Pᵀ, Siᵀ, pH, pCO₂ᵃᵗᵐ\n )\n\nCompute the oceanic pCO₂ using the UniversalRobustCarbonSystem solver.\n\nArguments:\n- `grid::RectilinearGrid`: The model grid.\n- `reference_density::Float64`: The reference density of seawater.\n- `ocean_pCO₂::Field{Center, Center, Nothing}`: The computed oceanic pCO₂.\n- `atmospheric_CO₂_solubility::Field{Center, Center, Nothing}`: The solubility of CO₂ in the atmosphere.\n- `oceanic_CO₂_solubility::Field{Center, Center, Nothing}`: The solubility of CO₂ in the ocean.\n- `Θᶜ::Field{Center, Center, Nothing}`: Temperature in degrees Celsius.\n- `Sᴬ::Field{Center, Center, Nothing}`: Salinity in PSU.\n- `Δpᵦₐᵣ::Field{Center, Center, Nothing}`: Applied pressure in atm.\n- `Cᵀ::Field{Center, Center, Nothing}`: Total dissolved inorganic carbon (DIC) in mol kg⁻¹.\n- `Aᵀ::Field{Center, Center, Nothing}`: Total alkalinity (ALK) in mol kg⁻¹.\n- `Pᵀ::Field{Center, Center, Nothing}`: Phosphate concentration in mol kg⁻¹.\n- `pH::Field{Center, Center, Center}`: The computed pH.\n- `pCO₂ᵃᵗᵐ::Field{Center, Center, Nothing}`: The partial pressure of CO₂ in the atmosphere.\n\"\"\"\n@kernel function solve_ocean_pCO₂!(\n grid,\n solver_params,\n reference_density,\n ocean_pCO₂,\n atmospheric_CO₂_solubility,\n oceanic_CO₂_solubility,\n temperature,\n salinity,\n applied_pressure_bar,\n DIC,\n ALK,\n PO4,\n pH,\n atmosphere_pCO₂\n )\n\n i, j = @index(Global, NTuple)\n k = size(grid, 3)\n\n # compute oceanic pCO₂ using the UniversalRobustCarbonSystem solver\n CarbonSolved = UniversalRobustCarbonSystem(;\n pH = pH[i, j, 1],\n pCO₂ᵃᵗᵐ = atmosphere_pCO₂[i, j, 1],\n Θᶜ = temperature[i, j, k],\n Sᴬ = salinity[i, j, k],\n Δpᵦₐᵣ = applied_pressure_bar[i, j, 1],\n Cᵀ = DIC[i, j, k]/reference_density,\n Aᵀ = ALK[i, j, k]/reference_density,\n Pᵀ = PO4[i, j, k]/reference_density,\n solver_params...,\n )\n\n ocean_pCO₂[i, j, 1] = CarbonSolved.pCO₂ᵒᶜᵉ\n atmospheric_CO₂_solubility[i, j, 1] = CarbonSolved.Pᵈⁱᶜₖₛₒₗₐ\n oceanic_CO₂_solubility[i, j, 1] = CarbonSolved.Pᵈⁱᶜₖₛₒₗₒ\n pH[i, j, 1] = CarbonSolved.pH\nend\n\n\"\"\"\n compute_CO₂_flux(\n grid,\n CO₂_flux,\n piston_velocity,\n atmospheric_pCO₂,\n oceanic_pCO₂,\n atmospheric_CO₂_solubility,\n oceanic_CO₂_solubility,\n reference_density\n )\n\nCompute the flux of CO₂ between the atmosphere and the ocean.\n\nArguments:\n- `grid::RectilinearGrid`: The model grid.\n- `reference_density::Float64`: The reference density of seawater.\n- `CO₂_flux::Field{Center, Center, Nothing}`: The computed CO₂ flux.\n- `piston_velocity::Field{Center, Center, Nothing}`: The piston velocity for gas exchange at the ocean surface.\n- `atmospheric_pCO₂::Float64`: The partial pressure of CO₂ in the atmosphere.\n- `oceanic_pCO₂::Field{Center, Center, Nothing}`: The partial pressure of CO₂ in the ocean.\n- `atmospheric_CO₂_solubility::Field{Center, Center, Nothing}`: The solubility of CO₂ in the atmosphere.\n- `oceanic_CO₂_solubility::Field{Center, Center, Nothing}`: The solubility of CO₂ in the ocean.\n\nNotes:\nThe convention is that a positive flux is upwards (outgassing), and a negative flux is downwards (uptake).\n\"\"\"\n@kernel function compute_CO₂_flux!(\n grid,\n reference_density,\n CO₂_flux,\n piston_velocity,\n atmospheric_pCO₂,\n oceanic_pCO₂,\n atmospheric_CO₂_solubility,\n oceanic_CO₂_solubility,\n )\n i, j = @index(Global, NTuple)\n\n # compute CO₂ flux (-ve for uptake, +ve for outgassing since convention is +ve upwards)\n CO₂_flux[i, j, 1] = - piston_velocity[i, j, 1] * (\n atmospheric_pCO₂[i, j, 1] * atmospheric_CO₂_solubility[i, j, 1] -\n oceanic_pCO₂[i, j, 1] * oceanic_CO₂_solubility[i, j, 1]\n ) * reference_density # Convert mol kg⁻¹ m s⁻¹ to mol m⁻² s⁻¹\nend\n\n\"\"\"\n calculate_air_sea_carbon_exchange!(simulation; solver_params = ())\n\nReturns the tendency of DIC in the top layer due to air-sea CO₂ flux\nusing the piston velocity formulation of Wanninkhof (1992) and the\nsolubility/activity of CO₂ in seawater.\n\"\"\"\n@inline function calculate_air_sea_carbon_exchange!(simulation, solver_params = ())\n grid = simulation.model.grid\n\n# get coefficients from CO₂_flux_parameters struct\n# I really want the option to take these from the model\n (; surface_wind_speed,\n applied_pressure,\n atmospheric_pCO₂,\n exchange_coefficient,\n reference_density,\n ) = CO₂_flux_parameters()\n\n # Access model fields\n CO₂_flux = simulation.model.tracers.DIC.boundary_conditions.top.condition\n temperature = simulation.model.tracers.T\n salinity = simulation.model.tracers.S\n DIC = simulation.model.tracers.DIC\n ALK = simulation.model.tracers.ALK\n PO₄ = simulation.model.tracers.PO₄\n\n # compute schmidt number for DIC\n schmidt_dic = Field{Center, Center, Nothing}(grid)\n set!(schmidt_dic, 0)\n\n kernel_args = (\n grid,\n schmidt_dic,\n temperature,\n )\n\n launch!(arch,\n\t grid,\n\t :xy,\n\t compute_schmidt_dic!,\n\t kernel_args...,\n )\n\n # compute gas exchange coefficient/piston velocity and correct with Schmidt number\n wind_speed = Field{Center, Center, Nothing}(grid)\n set!(wind_speed, surface_wind_speed)\n\n average_exchange_coefficient = Field{Center, Center, Nothing}(grid)\n set!(average_exchange_coefficient, exchange_coefficient*cmhr⁻¹_per_ms⁻¹)\n\n piston_velocity = Field{Center, Center, Nothing}(grid)\n set!(piston_velocity, 0)\n\n kernel_args = (\n grid,\n piston_velocity,\n wind_speed,\n average_exchange_coefficient,\n schmidt_dic,\n )\n\n # This is a 2d only kernel, so no need for custom kernel_size to handle slicing of 3d inputs\n launch!(arch,\n\t grid,\n\t :xy,\n\t compute_piston_velocity!,\n\t kernel_args...,\n )\n\n # compute oceanic pCO₂ using the UniversalRobustCarbonSystem solver\n set!(atmos_pCO₂, atmospheric_pCO₂)\n\n applied_pressure_bar = Field{Center, Center, Nothing}(grid)\n set!(applied_pressure_bar, applied_pressure)\n\n atmospheric_CO₂_solubility = Field{Center, Center, Nothing}(grid)\n oceanic_CO₂_solubility = Field{Center, Center, Nothing}(grid)\n\n kernel_args = (\n grid,\n solver_params,\n reference_density,\n ocean_pCO₂,\n atmospheric_CO₂_solubility,\n oceanic_CO₂_solubility,\n temperature,\n salinity,\n applied_pressure_bar,\n DIC,\n ALK,\n PO₄,\n pH,\n atmos_pCO₂,\n )\n\n launch!(arch,\n\t grid,\n\t :xy,\n\t solve_ocean_pCO₂!,\n\t kernel_args...,\n )\n\n # compute CO₂ flux (-ve for uptake, +ve for outgassing since convention is +ve upwards)\n kernel_args = (\n grid,\n reference_density,\n CO₂_flux,\n piston_velocity,\n atmos_pCO₂,\n ocean_pCO₂,\n atmospheric_CO₂_solubility,\n oceanic_CO₂_solubility,\n )\n\n launch!(arch,\n\t grid,\n\t :xy,\n\t compute_CO₂_flux!,\n\t kernel_args...,\n )\n return nothing\nend","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/#We-put-the-pieces-together","page":"Single column carbon, alkalinity, nutrients","title":"We put the pieces together","text":"","category":"section"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"The important line here is biogeochemistry = CarbonAlkalinityNutrients(; grid). We adjust some of the parameters of the model to make the simulation more interesting.","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"model = HydrostaticFreeSurfaceModel(;\n grid,\n biogeochemistry = CarbonAlkalinityNutrients(; grid,\n maximum_net_community_production_rate = 1/365.25day,\n PAR_attenuation_scale = 100.,\n particulate_organic_phosphorus_sinking_velocity = -10 / day,\n ),\n closure = ScalarDiffusivity(κ=1e-4),\n tracers = (\n :T, :S, :DIC, :ALK, :PO₄, :NO₃, :DOP, :POP, :Fe\n ),\n tracer_advection = WENO(),\n buoyancy = SeawaterBuoyancy(\n equation_of_state = LinearEquationOfState(\n thermal_expansion = αᵀ,\n haline_contraction = βˢ\n ),\n ),\n boundary_conditions = (;\n T=T_bcs, DIC=dic_bcs\n ),\n )","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/#Initial-conditions","page":"Single column carbon, alkalinity, nutrients","title":"Initial conditions","text":"","category":"section"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"Temperature initial condition: a stable density gradient with random noise superposed. Random noise damped at top and bottom we also impose a temperature gradient dTdz","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"dTdz = 0.02 # K m⁻¹\n\n# Random noise\nΞ(z) = randn() * z / model.grid.Lz * (1 + z / model.grid.Lz)\nzᶜʳⁱᵗ = -500\nfᶻ = dTdz * model.grid.Lz * 1e-6","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"Temperature profile","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"Tᵢ(z) = ifelse(\n z > zᶜʳⁱᵗ,\n 20 + dTdz * z + fᶻ * Ξ(z),\n 20 + dTdz * zᶜʳⁱᵗ + fᶻ * Ξ(z),\n )","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"We initialize the model with reasonable salinity and carbon/alkalinity/nutrient concentrations","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"Sᵢ(z) = 35.0 # psu\nDICᵢ(z) = 2.1 # mol/m³\nALKᵢ(z) = 2.35 # mol/m³\nPO₄ᵢ(z) = 2.5e-3 # mol/m³\nNO₃ᵢ(z) = 42e-3 # mol/m³\nDOPᵢ(z) = 0.0 # mol/m³\nPOPᵢ(z) = 0.0 # mol/m³\nFeᵢ(z) = 2.e-6 # mol/m³\n\nset!(\n model,\n T = Tᵢ,\n S = Sᵢ,\n DIC = DICᵢ,\n ALK = ALKᵢ,\n PO₄ = PO₄ᵢ,\n NO₃ = NO₃ᵢ,\n DOP = DOPᵢ,\n POP = POPᵢ,\n Fe = Feᵢ\n )","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/#A-simulation-of-physical-biological-interaction","page":"Single column carbon, alkalinity, nutrients","title":"A simulation of physical-biological interaction","text":"","category":"section"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"We run the simulation for 30 days with a time-step of 10 minutes.","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"simulation = Simulation(\n model,\n Δt=1minute,\n stop_time=365.25days\n )","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"We add a TimeStepWizard callback to adapt the simulation's time-step...","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"wizard = TimeStepWizard(\n cfl=0.2,\n max_change=1.1,\n max_Δt=60minutes\n )\n\nsimulation.callbacks[:wizard] = Callback(\n wizard,\n IterationInterval(100),\n )","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"...and we emit a message with information on DIC, ALK, and CO₂ flux tendencies.","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"DIC₀ = Field{Center, Center, Nothing}(grid)\nALK₀ = Field{Center, Center, Nothing}(grid)\n\"\"\"\nFunction to print DIC, ALK, and CO₂ flux tendency during the simulation\n\"\"\"\nfunction progress(simulation)\n @printf(\"Iteration: %d, time: %s\\n\",\n iteration(simulation),\n prettytime(simulation),\n )\n Nz = size(simulation.model.grid, 3)\n\n if iteration(simulation) == 1\n # Establish and set initial values for the anomaly fields\n DIC₀[1, 1, 1] = simulation.model.tracers.DIC[1, 1, Nz]\n ALK₀[1, 1, 1] = simulation.model.tracers.ALK[1, 1, Nz]\n else\n @printf(\"Surface DIC tendency (x10⁻⁷ mol m⁻³ s⁻¹): %.12f\\n\",\n ((simulation.model.tracers.DIC[1, 1, grid.Nz]-\n DIC₀[1, 1, 1])/simulation.model.timestepper.previous_Δt\n ) * 1e7)\n @printf(\"Surface ALK tendency (x10⁻⁷ mol m⁻³ s⁻¹): %.12f\\n\",\n ((simulation.model.tracers.ALK[1, 1, grid.Nz]-\n ALK₀[1, 1, 1])/simulation.model.timestepper.previous_Δt\n ) * 1e7)\n @printf(\"Surface CO₂ flux (x10⁻⁷ mol m⁻³ s⁻¹): %.12f\\n\",\n (simulation.model.tracers.DIC.boundary_conditions.top.condition[1,1]\n ) * 1e7)\n\n # update the anomaly fields\n DIC₀[1, 1, 1] = simulation.model.tracers.DIC[1, 1, Nz]\n ALK₀[1, 1, 1] = simulation.model.tracers.ALK[1, 1, Nz]\n end\nend\n\nsimulation.callbacks[:progress] = Callback(\n progress,\n IterationInterval(100),\n )","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"Dont forget to add the callback to compute the CO₂ flux","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"add_callback!(simulation, calculate_air_sea_carbon_exchange!)","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"Output writer","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"filename = \"single_column_carbon_alkalinity_nutrients.jld2\"\nfout=10days\nsimulation.output_writers[:fields] = JLD2OutputWriter(\n model, model.tracers;\n filename,\n schedule = TimeInterval(fout),\n overwrite_existing = true,\n )\n\nfilename_diags = \"single_column_carbon_alkalinity_nutrients_co2flux.jld2\"\n\noutputs = (; co₂_flux, ocean_pCO₂, atmos_pCO₂)\nsimulation.output_writers[:jld2] = JLD2OutputWriter(\n model, outputs;\n filename = filename_diags,\n schedule = TimeInterval(fout),\n overwrite_existing = true,\n )","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/#Run-the-example","page":"Single column carbon, alkalinity, nutrients","title":"Run the example","text":"","category":"section"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"run!(simulation)","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/#Visualization","page":"Single column carbon, alkalinity, nutrients","title":"Visualization","text":"","category":"section"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"All that's left is to visualize the results.","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"Tt = FieldTimeSeries(filename, \"T\")\nSt = FieldTimeSeries(filename, \"S\")\nDICt = FieldTimeSeries(filename, \"DIC\")\nAlkt = FieldTimeSeries(filename, \"ALK\")\nPO₄t = FieldTimeSeries(filename, \"PO₄\")\nNO₃t = FieldTimeSeries(filename, \"NO₃\")\nDOPt = FieldTimeSeries(filename, \"DOP\")\nPOPt = FieldTimeSeries(filename, \"POP\")\nFet = FieldTimeSeries(filename, \"Fe\")\nCO₂t = FieldTimeSeries(filename_diags, \"co₂_flux\")\napCO₂t = FieldTimeSeries(filename_diags, \"atmos_pCO₂\")\nopCO₂t = FieldTimeSeries(filename_diags, \"ocean_pCO₂\")\n\ntt = Tt.times\nnt = length(tt)\nz = znodes(Tt)\n\nCO₂_flux_time_series = [CO₂t[1, 1, 1, i] for i in 1:nt]\npCO₂_ocean_time_series = [opCO₂t[1, 1, 1, i] for i in 1:nt]\npCO₂_atmos_time_series = [apCO₂t[1, 1, 1, i] for i in 1:nt]\n\nfig = Figure(size=(1200, 1200))\nn = Observable(1)\n\naxb = Axis(\n fig[1:4, 1],\n xlabel=\"Temperature (K)\",\n ylabel=\"z (m)\",\n )\naxC = Axis(\n fig[1:4, 2],\n xlabel=\"DIC/ALK Concentration (mol m⁻³)\",\n )\naxN = Axis(\n fig[1:4, 3],\n xlabel=\"Inorganic Nutrient concentration (mol m⁻³)\",\n )\naxD = Axis(\n fig[1:4, 4],\n xlabel=\"Organic Nutrient concentration (mol m⁻³)\",\n )\naxF = Axis(\n fig[5:6, 1:4],\n ylabel=\"Air-sea CO₂ fluxes (x1e7 mol m⁻² s⁻¹)\",\n xlabel=\"Time (days)\",\n )\naxP = Axis(\n fig[5:6, 1:4],\n ylabel=\"pCO₂ (μatm)\",\n yticklabelcolor = :red,\n yaxisposition = :right,\n )\n\nxlims!(axb, 7, 21)\nxlims!(axC, 1.8, 2.6)\nxlims!(axN, -5, 75)\nxlims!(axD, -50, 250)\nxlims!(axF, -1, 1+simulation.stop_time/days)\nxlims!(axP, -1, 1+simulation.stop_time/days)\nylims!(axF, -8, 2)\nylims!(axP, 0, 500)\n\n#slider = Slider(fig[2, 1:4], range=1:nt, startvalue=1)\n#n = slider.value\n\ntitle = @lift @sprintf(\n \"Convecting nutrients at t = %d days\", tt[$n] / days\n )\nLabel(fig[0, 1:4], title)\n\nTn = @lift interior(Tt[$n], 1, 1, :)\nDICn = @lift interior(DICt[$n], 1, 1, :)\nAlkn = @lift interior(Alkt[$n], 1, 1, :)\nPO₄n = @lift interior(PO₄t[$n], 1, 1, :) * 16 * 1e3\nNO₃n = @lift interior(NO₃t[$n], 1, 1, :) * 1e3\nDOPn = @lift interior(DOPt[$n], 1, 1, :) * 1e6\nPOPn = @lift interior(POPt[$n], 1, 1, :) * 1e6\nFen = @lift interior(Fet[$n], 1, 1, :) * 1e7\nCO₂_flux_points = Observable(\n Point2f[(tt[1],\n (CO₂_flux_time_series[1] * 1e7))]\n )\npCO₂_ocean_points = Observable(\n Point2f[(tt[1],\n (pCO₂_ocean_time_series[1] * 1e6))]\n )\npCO₂_atmos_points = Observable(\n Point2f[(tt[1],\n (pCO₂_atmos_time_series[1] * 1e6))]\n )\n\nlines!(axb, Tn, z)\nlines!(axC, DICn, z, label=\"DIC\")\nlines!(axC, Alkn, z, label=\"ALK\")\nlines!(axN, PO₄n, z, label=\"Phosphate (x16e-3)\")\nlines!(axN, NO₃n, z, label=\"Nitrate (x1e-3)\")\nlines!(axN, Fen, z, label=\"Iron (x1e-7)\")\nlines!(axD, DOPn, z, label=\"DOP (x1e-6)\")\nlines!(axD, POPn, z, label=\"POP (x1e-6)\")\n\nscatter!(axP,\n pCO₂_ocean_points;\n marker = :circle,\n markersize = 4,\n color = :blue,\n label=\"ocean pCO₂\",\n )\nscatter!(axP,\n pCO₂_atmos_points;\n marker = :circle,\n markersize = 4,\n color = :red,\n label=\"atmos pCO₂\",\n )\nscatter!(axF,\n CO₂_flux_points;\n marker = :circle,\n markersize = 4,\n color = :black,\n )\n\naxislegend(axC,position=:cb)\naxislegend(axN,position=:cb)\naxislegend(axD,position=:cb)\naxislegend(axP,position=:rt)\n\nrecord(fig,\n \"single_column_carbon_alkalinity_nutrients.mp4\",\n 1:nt,\n framerate=64\n ) do nn\n n[] = nn\n new_point = Point2(\n tt[nn] / days,\n (CO₂_flux_time_series[nn] * 1e7),\n )\n CO₂_flux_points[] = push!(\n CO₂_flux_points[],\n new_point,\n )\n\n new_point = Point2(\n tt[nn] / days,\n (pCO₂_ocean_time_series[nn] * 1e6),\n )\n pCO₂_ocean_points[] = push!(\n pCO₂_ocean_points[],\n new_point,\n )\n\n new_point = Point2(\n tt[nn] / days,\n (pCO₂_atmos_time_series[nn] * 1e6),\n )\n pCO₂_atmos_points[] = push!(\n pCO₂_atmos_points[],\n new_point,\n )\nend\nnothing #hide\nfig","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"(Image: )","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"This page was generated using Literate.jl.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"EditURL = \"../../../examples/single_column_nutrients_plankton_bacteria_detritus.jl\"","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/#Nutrients,-plankton,-bacteria,-detritus","page":"Single column nutrients, plankton, bacteria, detritus","title":"Nutrients, plankton, bacteria, detritus","text":"","category":"section"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"This example illustrates how to use ClimaOceanBiogeochemistry's NutrientsPlanktonBacteriaDetrius model in a single column context.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"using ClimaOceanBiogeochemistry: NutrientsPlanktonBacteriaDetritus\n\nusing Oceananigans\nusing Oceananigans.Units\n\nusing Printf\nusing CairoMakie","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/#A-single-column-grid","page":"Single column nutrients, plankton, bacteria, detritus","title":"A single column grid","text":"","category":"section"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"We set up a single column grid whose depth is H and with Nz points","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"H = 1000meters\nz = (-H, 0)\nNz = 100\n\ngrid = RectilinearGrid(size = Nz; z, topology = (Flat, Flat, Bounded))","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"A prescribed vertical tracer diffusivity","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"We define a tracer diffusivity that mixes a lot near the surface (in the top 50 m), and less down below.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"@inline κ(z, t) = 1e-4 + 1e-2 * exp(z / 25) + 1e-2 * exp(-(z + 1000) / 50)\nvertical_diffusion = VerticalScalarDiffusivity(; κ)","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"We put the pieces together. The important line here is biogeochemistry = NutrientsPlanktonBacteriaDetritus(grid). We use all default parameters.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"model = HydrostaticFreeSurfaceModel(; grid,\n velocities = PrescribedVelocityFields(),\n biogeochemistry = NutrientsPlanktonBacteriaDetritus(grid),\n tracers = (:N, :P, :Z, :B, :D),\n tracer_advection = WENO(),\n buoyancy = nothing,\n closure = vertical_diffusion)","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/#Initial-conditions","page":"Single column nutrients, plankton, bacteria, detritus","title":"Initial conditions","text":"","category":"section"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"We initialize the model with reasonable nutrients, detritus, and a nutrient mixed layer.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"set!(model, N=3, P=1e-1, Z=1e-1, B=1e-1, D=1e-1)\n\nsimulation = Simulation(model, Δt=30minutes, stop_time=10days)\n\nfunction progress(sim)\n @printf(\"Iteration: %d, time: %s, total(N): %.2e \\n\",\n iteration(sim), prettytime(sim),\n sum(model.tracers.N) + sum(model.tracers.P) + sum(model.tracers.B) + sum(model.tracers.D))\n return nothing\nend\n\nsimulation.callbacks[:progress] = Callback(progress, IterationInterval(10))","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"Let's see the initial condition","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"N = model.tracers.N\nP = model.tracers.P\nZ = model.tracers.Z\nB = model.tracers.B\nD = model.tracers.D\n\nz = znodes(N)\n\nfig = Figure(size=(1200, 600))\n\naxN = Axis(fig[1, 1], xlabel=\"Nutrient concentration (N)\", ylabel=\"z (m)\")\naxP = Axis(fig[1, 2], xlabel=\"Phytoplankton concentration (P)\")\naxZ = Axis(fig[1, 3], xlabel=\"Zooplankton concentration (Z)\")\naxB = Axis(fig[1, 4], xlabel=\"Bacteria concentration (B)\")\naxD = Axis(fig[1, 5], xlabel=\"Detritus concentration (D)\")\n\nlines!(axN, interior(N, 1, 1, :), z)\nlines!(axP, interior(P, 1, 1, :), z)\nlines!(axZ, interior(Z, 1, 1, :), z)\nlines!(axB, interior(B, 1, 1, :), z)\nlines!(axD, interior(D, 1, 1, :), z)\n\ncurrent_figure()","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"Now we add an output writer to the simulation and run the simulation.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"filename = \"nutrients_plankton_bacteria_detritus.jld2\"\n\nsimulation.output_writers[:fields] = JLD2OutputWriter(model, model.tracers;\n filename,\n schedule = TimeInterval(1day),\n overwrite_existing = true)\n\nrun!(simulation)","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/#Visualization","page":"Single column nutrients, plankton, bacteria, detritus","title":"Visualization","text":"","category":"section"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"All that's left is to visualize the results.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"Pt = FieldTimeSeries(filename, \"P\")\nZt = FieldTimeSeries(filename, \"Z\")\nBt = FieldTimeSeries(filename, \"B\")\nDt = FieldTimeSeries(filename, \"D\")\nNt = FieldTimeSeries(filename, \"N\")\n\nt = Pt.times\nnt = length(t)\nz = znodes(Pt)\n\nfig = Figure(size=(1200, 600))\n\naxN = Axis(fig[1, 1], xlabel=\"[Nutrient] (mmol m⁻³)\", ylabel=\"z (m)\")\naxP = Axis(fig[1, 2], xlabel=\"[Phytoplankton] (mmol m⁻³)\")\naxZ = Axis(fig[1, 3], xlabel=\"[Zooplankton] (mmol m⁻³)\")\naxB = Axis(fig[1, 4], xlabel=\"[Bacteria] (mmol m⁻³)\")\naxD = Axis(fig[1, 5], xlabel=\"[Detritus] (mmol m⁻³)\")\n\nslider = Slider(fig[2, 1:5], range=1:nt, startvalue=1)\nn = slider.value\n\ntitle = @lift @sprintf(\"Equilibrium biogeochemistry at t = %d days\", t[$n] / day)\nLabel(fig[0, 1:5], title)\n\nNn = @lift interior(Nt[$n], 1, 1, :)\nPn = @lift interior(Pt[$n], 1, 1, :)\nZn = @lift interior(Zt[$n], 1, 1, :)\nBn = @lift interior(Bt[$n], 1, 1, :)\nDn = @lift interior(Dt[$n], 1, 1, :)\n\nlines!(axP, Pn, z)\nlines!(axZ, Zn, z)\nlines!(axD, Dn, z)\nlines!(axB, Bn, z)\nlines!(axN, Nn, z)\n\nrecord(fig, \"nutrients_plankton_bacteria_detritus.mp4\", 1:nt, framerate=24) do nn\n n[] = nn\nend\nnothing #hide","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"(Image: )","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"Let's plot a snapshot of the last frame.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"Nn_last = interior(Nt[end], 1, 1, :)\nPn_last = interior(Pt[end], 1, 1, :)\nZn_last = interior(Zt[end], 1, 1, :)\nBn_last = interior(Bt[end], 1, 1, :)\nDn_last = interior(Dt[end], 1, 1, :)\n\nlast_frame = Figure(size=(1200, 600))\naxN = Axis(last_frame[1, 1], xlabel=\"[N] (mmol m⁻³)\", ylabel=\"z (m)\")\naxP = Axis(last_frame[1, 2], xlabel=\"[P] (mmol m⁻³)\")\naxZ = Axis(last_frame[1, 3], xlabel=\"[Z] (mmol m⁻³)\")\naxB = Axis(last_frame[1, 4], xlabel=\"[B] (mmol m⁻³)\")\naxD = Axis(last_frame[1, 5], xlabel=\"[D] (mmol m⁻³)\")\n\nlines!(axP, Pn_last, z)\nlines!(axZ, Zn_last, z)\nlines!(axD, Dn_last, z)\nlines!(axB, Bn_last, z)\nlines!(axN, Nn_last, z)\n\nsave(\"NPZDB.png\", last_frame)\nnothing #hide","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"(Image: )","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"Another figure: we plot the sum of each variable against time.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"N_time = zeros(1:nt)\nP_time = zeros(1:nt)\nZ_time = zeros(1:nt)\nB_time = zeros(1:nt)\nD_time = zeros(1:nt)\n\nfor times = 1:nt\n N_time[times] = sum(Nt[:, :, :, times])\n P_time[times] = sum(Pt[:, :, :, times])\n Z_time[times] = sum(Zt[:, :, :, times])\n B_time[times] = sum(Bt[:, :, :, times])\n D_time[times] = sum(Dt[:, :, :, times])\nend\n\nTimeVar = Figure()\nax2 = Axis(TimeVar[1, 1], title=\"Nutrients evolution\", ylabel=\"Variable (mmol m⁻³)\", xlabel=\"Time (days)\")\nlines!(ax2, 1:nt, N_time, label=\"N\")\nlines!(ax2, 1:nt, P_time, label=\"P\")\nlines!(ax2, 1:nt, Z_time, label=\"Z\")\nlines!(ax2, 1:nt, B_time, label=\"B\")\nlines!(ax2, 1:nt, D_time, label=\"dD\")\n\naxislegend()\n\nsave(\"TimeVariations.png\", TimeVar)\nnothing #hide","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"(Image: )","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"This page was generated using Literate.jl.","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"EditURL = \"../../../examples/soda_outgassing.jl\"","category":"page"},{"location":"literated/soda_outgassing/#Illustration-of-using-a-carbon-system-solver","page":"Soda outgassing","title":"Illustration of using a carbon system solver","text":"","category":"section"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"This example illustrates how to use ClimaOceanBiogeochemistry's UniversalRobustCarbonSystem model in a 0-d context.","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"using ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver: UniversalRobustCarbonSystem\nusing ClimaOceanBiogeochemistry.CarbonSystemSolvers: CarbonSystemParameters, CarbonSolverParameters, CarbonCoefficientParameters\n\nusing Oceananigans\nusing Oceananigans.Units\n\nusing Printf\nusing CairoMakie","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"We are going to simulate two bottles of soda, one opened and left in the fridge the other opened and left on the counter to go flat.","category":"page"},{"location":"literated/soda_outgassing/#Model-setup","page":"Soda outgassing","title":"Model setup","text":"","category":"section"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"The 0-d grid represents a 10cm bottle of soda","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"grid = RectilinearGrid(size = 1,\n z = (-1meter/10, 0),\n topology = (Flat, Flat, Bounded))","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"For CO₂ exchange, we use a FluxBoundaryCondition for the \"top\" of the dissolved inorganic carbon (DIC) tracer. We'll write a callback later to calculate the flux every time step.","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"co₂_flux = Field{Center, Center, Nothing}(grid)\ndic_bcs = FieldBoundaryConditions(top = FluxBoundaryCondition(co₂_flux))","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"Field arrays to store pCO₂ values filled in compute_co₂_flux!","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"soda_pCO₂ = Field{Center, Center, Nothing}(grid)\natmos_pCO₂ = Field{Center, Center, Nothing}(grid)","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"Build function for CO₂ flux calculation. Dissolved CO₂ in the soda will exchange with the overlying atmosphere These are some coefficients and constants that we'll use in the calculation","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"Base.@kwdef struct CO₂_flux_parameters{FT}\n surface_wind_speed :: FT = 10. # ms⁻¹\n atmospheric_pCO₂ :: FT = 280e-6 # atm\n exchange_coefficient :: FT = 0.337 # cm hr⁻¹\n salinity :: FT = 0.0 # psu\n alkalinity :: FT = 2.35e-3 # mol kg⁻¹\n silicate :: FT = 0e-6 # mol kg⁻¹\n phosphate :: FT = 0e-6 # mol kg⁻¹\n initial_pH_guess :: FT = 8.0\n reference_density :: FT = 1024.5 # kg m⁻³\nend\n\n\"\"\"\n compute_co₂_flux!(simulation)\n\nReturns the tendency due to CO₂ flux using the piston velocity\nformulation of Wanninkhof (1992) and the solubility/activity of\nCO₂ that depends on temperature, etc.\n\"\"\"\n@inline function compute_co₂_flux!(simulation; solver_params = ())\n Nz = size(simulation.model.grid, 3)\n\n# Get coefficients from CO₂_flux_parameters struct\n# I really want the option to take these from the model\n (; surface_wind_speed,\n atmospheric_pCO₂,\n exchange_coefficient,\n salinity,\n alkalinity,\n silicate,\n phosphate,\n initial_pH_guess,\n reference_density,\n ) = CO₂_flux_parameters()\n\n U₁₀ = surface_wind_speed\n pCO₂ᵃᵗᵐ = atmospheric_pCO₂\n Kʷₐᵥₑ = exchange_coefficient\n Sᴬ = salinity\n Aᵀ = alkalinity\n Siᵀ = silicate\n Pᵀ = phosphate\n pH = initial_pH_guess\n ρʳᵉᶠ = reference_density\n\n cmhr⁻¹_per_ms⁻¹ = 1 / 3.6e5 # conversion factor from cm/hr to m/s\n\n co₂_flux = simulation.model.tracers.DIC.boundary_conditions.top.condition\n Θᶜ = simulation.model.tracers.T[1,1,Nz]\n Cᵀ = simulation.model.tracers.DIC[1,1,Nz]/ρʳᵉᶠ\n\n # applied pressure in atm (i.e. Pˢᵘʳᶠ-Pᵃᵗᵐ)\n # Positive when the can is sealed, then zero when the can is opens\n # On average, the 12 ounce soda cans sold in the US tend to have a pressure of roughly 120 kPa when canned at 4 °C\n if iteration(simulation) <= 1\n Δpᵦₐᵣ = 0.2\n else\n # *pssshhhht* the bottle is opened\n Δpᵦₐᵣ = 0.0\n end\n\n # compute soda pCO₂ using the UniversalRobustCarbonSystem solver\n # Returns soda pCO₂ (in atm) and atmosphere/soda solubility coefficients (mol kg⁻¹ atm⁻¹)\n (; pCO₂ᵒᶜᵉ, Pᵈⁱᶜₖₛₒₗₐ, Pᵈⁱᶜₖₛₒₗₒ) = UniversalRobustCarbonSystem(\n pH = pH,\n pCO₂ᵃᵗᵐ = pCO₂ᵃᵗᵐ,\n Θᶜ = Θᶜ,\n Sᴬ = Sᴬ,\n Δpᵦₐᵣ = Δpᵦₐᵣ,\n Cᵀ = Cᵀ,\n Aᵀ = Aᵀ,\n Pᵀ = Pᵀ,\n Siᵀ = Siᵀ,\n solver_params...,\n )\n\n # store the soda and atmospheric CO₂ concentrations into Fields\n soda_pCO₂[1,1,Nz] = (pCO₂ᵒᶜᵉ * Pᵈⁱᶜₖₛₒₗₒ ) * ρʳᵉᶠ # Convert mol kg⁻¹ m s⁻¹ to mol m⁻² s⁻¹\n atmos_pCO₂[1,1,Nz] = (pCO₂ᵃᵗᵐ * Pᵈⁱᶜₖₛₒₗₐ) * ρʳᵉᶠ # Convert mol kg⁻¹ to mol m⁻³\n\n # compute schmidt number for DIC\n kˢᶜ = CarbonCoefficientParameters(\n a₀ = 2116.8,\n a₁ = 136.25,\n a₂ = 4.7353,\n a₃ = 9.2307e-2,\n a₄ = 7.555e-4,\n a₅ = 660.0,\n )\n\n Cˢᶜᵈⁱᶜ = ( kˢᶜ.a₀ -\n kˢᶜ.a₁ * Θᶜ +\n kˢᶜ.a₂ * Θᶜ^2 -\n kˢᶜ.a₃ * Θᶜ^3 +\n kˢᶜ.a₄ * Θᶜ^4\n )/kˢᶜ.a₅\n\n # compute gas exchange coefficient/piston velocity and correct with Schmidt number\n Kʷ = (\n (Kʷₐᵥₑ * cmhr⁻¹_per_ms⁻¹) * U₁₀^2\n ) / sqrt(Cˢᶜᵈⁱᶜ)\n\n # compute co₂ flux (-ve for uptake, +ve for outgassing since convention is +ve upwards in the soda)\n co₂_flux[1,1,Nz] = - Kʷ * (\n pCO₂ᵃᵗᵐ * Pᵈⁱᶜₖₛₒₗₐ -\n pCO₂ᵒᶜᵉ * Pᵈⁱᶜₖₛₒₗₒ\n ) * ρʳᵉᶠ # Convert mol kg⁻¹ m s⁻¹ to mol m⁻² s⁻¹\n return nothing\nend","category":"page"},{"location":"literated/soda_outgassing/#Simulation-of-a-soda-outgassing-CO-in-the-fridge","page":"Soda outgassing","title":"Simulation of a soda outgassing CO₂ in the fridge","text":"","category":"section"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"model_open_in_the_fridge = NonhydrostaticModel(;\n grid,\n velocities = nothing,\n buoyancy = nothing,\n closure = nothing,\n tracers = (:T, :DIC),\n boundary_conditions = (; DIC=dic_bcs),\n )","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"Initial conditions for the refridgerated soda","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"Tᵢ = 4 # °C\nDICᵢ = 2.4 # mol/m³\nset!(model_open_in_the_fridge, T = Tᵢ, DIC = DICᵢ)\n\nsimulation = Simulation(model_open_in_the_fridge, Δt=10minutes, stop_time=24hours)","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"Add an output writer...","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"fnm_fridge = \"soda_in_the_fridge.jld2\"\noutputs = (; co₂_flux,\n soda_pCO₂,\n atmos_pCO₂,\n model_open_in_the_fridge.tracers.T,\n model_open_in_the_fridge.tracers.DIC,\n )\nsimulation.output_writers[:jld2] = JLD2OutputWriter(\n model_open_in_the_fridge, outputs;\n filename = fnm_fridge,\n schedule = TimeInterval(10minutes),\n overwrite_existing = true,\n )","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"... and don't forget to add a callback to compute the CO₂ flux","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"add_callback!(simulation, compute_co₂_flux!)","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"Run the simulation","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"run!(simulation)","category":"page"},{"location":"literated/soda_outgassing/#A-simulation-of-a-soda-outgassing-CO-on-the-counter","page":"Soda outgassing","title":"A simulation of a soda outgassing CO₂ on the counter","text":"","category":"section"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"We simulate soda Warming up on the counter using a forcing function linear increase from 4°C to 30°C over 12 hours then stops warming","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"temperature_increase(z, t, p) = ifelse(t <= 12hours, p.∂T∂t * p.Δt , 0.0)\n\nwarming = Forcing(\n temperature_increase,\n parameters=(∂T∂t=1e-6, Δt=10minutes),\n )","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"Build the second model for the soda on the counter","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"model_open_on_the_counter = NonhydrostaticModel(;\n grid,\n velocities = nothing,\n buoyancy = nothing,\n closure = nothing,\n forcing = (; T=warming),\n tracers = (:T, :DIC),\n boundary_conditions = (; DIC=dic_bcs),\n )\n\nset!(model_open_on_the_counter, T = Tᵢ, DIC = DICᵢ)\n\nsimulation = Simulation(model_open_on_the_counter, Δt=10minutes, stop_time=24hours)","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"Add an output writer...","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"fnm_counter = \"soda_on_the_counter.jld2\"\noutputs = (; co₂_flux,\n soda_pCO₂,\n atmos_pCO₂,\n model_open_on_the_counter.tracers.T,\n model_open_on_the_counter.tracers.DIC,\n )\nsimulation.output_writers[:jld2] = JLD2OutputWriter(\n model_open_on_the_counter, outputs;\n filename = fnm_counter,\n schedule = TimeInterval(10minutes),\n overwrite_existing = true)","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"..and don't forget to add a callback to compute the CO₂ flux","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"add_callback!(simulation, compute_co₂_flux!)","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"Run the simulation","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"run!(simulation)","category":"page"},{"location":"literated/soda_outgassing/#Visualization","page":"Soda outgassing","title":"Visualization","text":"","category":"section"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"All that's left is to visualize the results.","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"fridge_soda_pCO₂ = FieldTimeSeries(fnm_fridge, \"soda_pCO₂\")\nfridge_atmo_co₂ = FieldTimeSeries(fnm_fridge, \"atmos_pCO₂\")\nfridge_temp = FieldTimeSeries(fnm_fridge, \"T\")\n\ncounter_soda_pCO₂ = FieldTimeSeries(fnm_counter, \"soda_pCO₂\")\ncounter_atmo_co₂ = FieldTimeSeries(fnm_counter, \"atmos_pCO₂\")\ncounter_temp = FieldTimeSeries(fnm_counter, \"T\")\n\nt = fridge_soda_pCO₂.times\nnt = length(t)\n\nfig = Figure(size=(1200, 900))\n\nax = Axis(fig[1,1], xlabel=\"Time\", ylabel=\"CO₂ conc [mmol m⁻³]\")\nlines!(t/(3600),\n interior(fridge_soda_pCO₂, 1, 1, 1, :)*1e3;\n linestyle = :dash,\n label = \"fridge soda\",\n )\nlines!(t/(3600),\n interior(counter_soda_pCO₂, 1, 1, 1, :)*1e3;\n linestyle = :solid,\n label = \"counter soda\",\n )\nlines!(t/(3600),\n interior(fridge_atmo_co₂, 1, 1, 1, :)*1e3;\n linestyle = :dash,\n label = \"fridge saturated\")\nlines!(t/(3600),\n interior(counter_atmo_co₂, 1, 1, 1, :)*1e3;\n linestyle = :solid,\n label = \"counter saturated\")\naxislegend()\n\nax = Axis(fig[2,1], xlabel=\"Time\", ylabel=\"Temp (°C)\")\nlines!(t/(3600),\n interior(fridge_temp, 1, 1, 1, :),\n linestyle = :dash,\n label = \"fridge soda temperature\",\n )\nlines!(t/(3600),\n interior(counter_temp, 1, 1, 1, :),\n linestyle = :solid,\n label = \"counter soda temperature\",\n )\naxislegend()","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"The cool soda's CO₂ concentration approaches equilibrium with the atmosphere (the saturated CO₂ concentration) quickly. The warming soda continues to outgas, since the solubility of CO₂ decreases with temperature. It'll taste flatter because of the lower CO₂ concentration.","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"#save(\"soda_outgassing_0d.png\", fig)\nnothing #hide\nfig","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"(Image: )","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"","category":"page"},{"location":"literated/soda_outgassing/","page":"Soda outgassing","title":"Soda outgassing","text":"This page was generated using Literate.jl.","category":"page"},{"location":"library/function_index/#main-index","page":"Function index","title":"Index","text":"","category":"section"},{"location":"library/function_index/","page":"Function index","title":"Function index","text":"Pages = [\"public.md\", \"internals.md\", \"function_index.md\"]","category":"page"},{"location":"library/outline/#Library-Outline","page":"Contents","title":"Library Outline","text":"","category":"section"},{"location":"library/outline/","page":"Contents","title":"Contents","text":"Pages = [\"public.md\", \"internals.md\", \"function_index.md\"]","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"EditURL = \"../../../examples/simple_plankton_growth_death.jl\"","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"using Oceananigans\nusing Oceananigans.Units\nusing Oceananigans\nusing Oceananigans.Grids: znode\nusing Oceananigans.Biogeochemistry: AbstractBiogeochemistry\nusing Oceananigans.TurbulenceClosures: CATKEVerticalDiffusivity\n\nusing Printf\n\nimport Oceananigans.Biogeochemistry: required_biogeochemical_tracers\n\n\"\"\"\n SimplePlanktonGrowthDeath(; growth_rate = 1/day\n shortwave_attenuation_scale = 20.0\n mortality_rate = 0.1/day)\n\nReturn a single-tracer biogeochemistry model for growing and dying plankton.\n\"\"\"\nBase.@kwdef struct SimplePlanktonGrowthDeath{FT} <: AbstractBiogeochemistry\n growth_rate :: FT = 1/day\n shortwave_attenuation_scale :: FT = 20.0\n mortality_rate :: FT = 0.1/day\nend\n\n@inline required_biogeochemical_tracers(::SimplePlanktonGrowthDeath) = tuple(:P)\n\nconst c = Center()\n\n@inline function (bgc::SimplePlanktonGrowthDeath)(i, j, k, grid, ::Val{:P}, clock, fields)\n μ₀ = bgc.growth_rate\n λ = bgc.shortwave_attenuation_scale\n m = bgc.mortality_rate\n P = @inbounds fields.P[i, j, k]\n z = znode(i, j, k, grid, c, c, c)\n return (μ₀ * exp(z / λ) - m) * P\nend","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"We set up the model","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"grid = RectilinearGrid(size = 64,\n z = (-256meters, 0),\n topology = (Flat, Flat, Bounded))\n\nQᵇ(t) = ifelse(t < 4days, 1e-7, 0.0)\nb_bcs = FieldBoundaryConditions(top = FluxBoundaryCondition(Qᵇ))\n\nmodel = HydrostaticFreeSurfaceModel(; grid,\n biogeochemistry = SimplePlanktonGrowthDeath(),\n closure = CATKEVerticalDiffusivity(),\n tracers = (:b, :e),\n buoyancy = BuoyancyTracer(),\n boundary_conditions = (; b=b_bcs))\n\nN² = 1e-5 # s⁻²\nbᵢ(z) = N² * z\nset!(model, b=bᵢ, P=1e-2, e=1e-6)\n\nsimulation = Simulation(model, Δt=10minutes, stop_time=8days)\n\nprogress(sim) = @printf(\"Iteration: %d, time: %s, max(P): %.2e \\n\",\n iteration(sim), prettytime(sim), maximum(model.tracers.P))\n\nsimulation.callbacks[:progress] = Callback(progress, IterationInterval(10))\n\noutputs = merge(model.velocities, model.tracers)\nfilename = \"simple_plankton_growth_death.jld2\"\n\nsimulation.output_writers[:fields] = JLD2OutputWriter(model, outputs;\n filename,\n schedule = TimeInterval(20minutes),\n overwrite_existing = true)\n\nrun!(simulation)","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"Now we load the saved output and plot","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"using CairoMakie\n\nbt = FieldTimeSeries(filename, \"b\")\net = FieldTimeSeries(filename, \"e\")\nPt = FieldTimeSeries(filename, \"P\")\n\nt = bt.times\nNt = length(t)\nz = znodes(bt)\n\nfig = Figure(size=(800, 400))\n\naxb = Axis(fig[1, 1], ylabel=\"z (m)\", xlabel=\"Buoyancy (m² s⁻³)\")\naxe = Axis(fig[1, 2], ylabel=\"z (m)\", xlabel=\"Turbulent kinetic energy (m² s²)\")\naxP = Axis(fig[1, 3], ylabel=\"z (m)\", xlabel=\"Plankton concentration\")\n\nxlims!(axe, -1e-5, 1e-3)\nxlims!(axP, 0, 0.1)\n\nn = Observable(1)\n\ntitle = @lift @sprintf(\"Convecting plankton at t = %d days\", t[$n] / day)\nLabel(fig[0, 1:3], title)\n\nbn = @lift interior(bt[$n], 1, 1, :)\nen = @lift interior(et[$n], 1, 1, :)\nPn = @lift interior(Pt[$n], 1, 1, :)\n\nlines!(axb, bn, z)\nlines!(axe, en, z)\nlines!(axP, Pn, z)\n\nfig\n\nrecord(fig, \"simple_plankton_growth_death.mp4\", 1:Nt, framerate=24) do nn\n n[] = nn\nend","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"(Image: )","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"This page was generated using Literate.jl.","category":"page"},{"location":"library/internals/#Private-types-and-functions","page":"Private","title":"Private types and functions","text":"","category":"section"},{"location":"library/internals/","page":"Private","title":"Private","text":"Documentation for ClimaOceanBiogeochemistry.jl's internal interface.","category":"page"},{"location":"library/internals/#ClimaOceanBiogeochemistry","page":"Private","title":"ClimaOceanBiogeochemistry","text":"","category":"section"},{"location":"library/internals/","page":"Private","title":"Private","text":"Modules = [ClimaOceanBiogeochemistry, \n ClimaOceanBiogeochemistry.CarbonSystemSolvers,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver]\nPublic = false","category":"page"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:ALK}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for alkalinity (ALK)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:DIC}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for dissolved inorganic carbon (DIC)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:DOP}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for dissolved organic phosphorus (DOP)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:Fe}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for dissolved iron (FeT)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:NO₃}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for dissolved inorganic nitrate (NO₃)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:POP}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for Particulate Organic Phosphorus (POP).\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:PO₄}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for dissolved inorganic phosphate (PO₄)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonAlkalinityNutrients-Tuple{}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonAlkalinityNutrients","text":"CarbonAlkalinityNutrients( reference_density = 1024.5,\n maximum_net_community_production_rate = 1 / day,\n phosphate_half_saturation = 1e-7 * reference_density,\n nitrate_half_saturation = 1.6e-6 * reference_density,\n iron_half_saturation = 1e-10 * reference_density,\n incident_PAR = 700.0,\n PAR_half_saturation = 10.0,\n PAR_attenuation_scale = 25.0,\n fraction_of_particulate_export = 0.33,\n dissolved_organic_phosphorus_remin_timescale = 1 / 30day,\n particulate_organic_phosphorus_remin_timescale= 0.03 / day, \n stoichoimetric_ratio_carbon_to_phosphate = 106.0\n stoichoimetric_ratio_nitrate_to_phosphate = 16.0\n stoichoimetric_ratio_phosphate_to_oxygen = 170.0,\n stoichoimetric_ratio_iron_to_phosphate = 4.68e-4\n stoichoimetric_ratio_carbon_to_nitrate = 106 / 16\n stoichoimetric_ratio_carbon_to_oxygen = 106 / 170,\n stoichoimetric_ratio_carbon_to_iron = 106 / 1.e-3,\n stoichoimetric_ratio_silicate_to_phosphate = 15.0,\n rain_ratio_inorganic_to_organic_carbon = 1e-1,\n martin_curve_exponent = 0.84, \n iron_scavenging_rate = 5e-4 / day,\n ligand_concentration = 1e-9 * reference_density,\n ligand_stability_coefficient = 1e8\n particulate_organic_phosphorus_sinking_velocity = -10.0 / day)\n\nReturn a seven-tracer biogeochemistry model for the interaction of carbon, alkalinity, and nutrients.\n\nKeyword Arguments\n\nTracer names\n\nDIC: Dissolved Inorganic Carbon\nALK: Alkalinity\nPO₄: Phosphate (macronutrient)\nNO₃: Nitrate (macronutrient)\nDOP: Dissolved Organic Phosphate (macronutrient)\nFe: Dissolved Iron (micronutrient)\n\nBiogeochemical functions\n\ntransitions for DIC, ALK, PO₄, NO₃, POP, DOP, POP and Fe\nbiogeochemical_drift_velocity for DOP, modeling the sinking of detritus at a constant detritus_sinking_speed.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.NutrientsPlanktonBacteriaDetritus-Tuple{Any}","page":"Private","title":"ClimaOceanBiogeochemistry.NutrientsPlanktonBacteriaDetritus","text":"NutrientsPlanktonBacteriaDetritus(; grid,\n maximum_plankton_growth_rate = 1/day,\n maximum_bacteria_growth_rate = 1/day\n maximum_grazing_rate = 3/day\n bacteria_yield = 0.2\n zooplankton_yield = 0.3\n linear_remineralization_rate = 0.03/day,\n linear_mortality_rate = 0.01/day,\n quadratic_mortality_rate = 0.1/day,\n quadratic_mortality_rate_Z = 1/day,\n nutrient_half_saturation = 0.1,\n detritus_half_saturation = 0.1,\n grazing_half_saturation = 3.0,\n PAR_half_saturation = 10.0,\n PAR_attenuation_scale = 25.0,\n detritus_vertical_velocity = -10/day)\n\nReturn a six-tracer biogeochemistry model for the interaction of nutrients (N), phytoplankton (P), zooplankton(Z), bacteria (B), dissolved detritus (D1), and particulate detritus (D2).\n\nKeyword Arguments\n\ngrid (required): An Oceananigans' grid.\nmaximum_plankton_growth_rate: (s⁻¹) Growth rate of plankton P unlimited by the availability of nutrients and light. Default: 1/day.\nmaximum_bacteria_growth_rate: (s⁻¹) Growth rate of plankton B unlimited by the availability of nutrients and light. Default = 0.5/day.\nmaximum_grazing_rate: (s⁻¹) Maximum grazing rate of phytoplankton by zooplankton.\nbacteria_yield: Determines fractional nutrient production by bacteria production relative to consumption of detritus such that _t N _t D = 1 - y, where y = bacteria_yield. Default: 0.2.\nlinear_remineralization_rate: (s⁻¹) Remineralization rate constant of detritus 'D', assuming linear remineralization of 'D', while implicitly modeling bacteria 'B'. Default = 0.3/day.\nlinear_mortality_rate: (s⁻¹) Linear term of the mortality rate of both plankton and bacteria.\nquadratic_mortality_rate: (s⁻¹) Quadratic term of the mortality rate of both plankton and bacteria.\nnutrient_half_saturation: (mmol m⁻³) Half-saturation of nutrients for plankton production.\ndetritus_half_saturation: (mmol m⁻³) Half-saturation of nutrients for bacteria production. Default = 10.0 mmol m⁻³.\nphytoplankton_half_saturation: (mmol m⁻³) Half-saturation of phytoplankton for zooplankton production.\nzooplankton_assimilation: Fractional assimilation efficiency for zooplankton.\nPAR_half_saturation: (W m⁻²) Half-saturation of photosynthetically available radiation (PAR) for plankton production.\nPAR_attenuation_scale: (m) Depth scale over which photosynthetically available radiation (PAR) attenuates exponentially.\ndetritus_sinking_speed: (m s⁻¹) Sinking velocity of particulate detritus.\n\nTracer names\n\nN: nutrients\nP: phytoplankton\nZ: zooplankton\nB: bacteria\nD: detritus\n\nBiogeochemical functions\n\ntransitions for N, P, Z, B, D\nbiogeochemical_drift_velocity for D2, modeling the sinking of detritus at a constant detritus_sinking_speed.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.PAR-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.PAR","text":"PAR(surface_photosynthetically_active_ratiation, \n photosynthetically_active_ratiation_attenuation_scale, \n depth)\n\nCalculate the photosynthetically active radiation (PAR) at a given depth due to attenuation.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.dissolved_organic_phosphorus_remin-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.dissolved_organic_phosphorus_remin","text":"dissolved_organic_phosphorus_remin(remineralization_rate, \n dissolved_organic_phosphorus_concentration)\n\nCalculate the remineralization of dissolved organic phosphorus.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.iron_scavenging-NTuple{4, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.iron_scavenging","text":"iron_scavenging(iron_scavenging_rate, \n iron_concentration, \n ligand_concentration, \n ligand_stability_coefficient)\n\nCalculate the scavenging loss of iron. Iron scavenging depends on free iron, which involves solving a quadratic equation in terms of ligand concentration and stability coefficient. Ligand-complexed iron is protected from being scavenged.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.iron_sources-Tuple{}","page":"Private","title":"ClimaOceanBiogeochemistry.iron_sources","text":"Add surface input of iron. This sould be a boundary condition, but for now we just add a constant source.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.net_community_production-NTuple{9, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.net_community_production","text":"net_community_production(maximum_net_community_production_rate,\n light_half_saturation, \n phosphate_half_saturation, \n nitrate_half_saturation, \n iron_half_saturation, \n photosynthetically_active_radiation, \n phosphate_concentration, \n nitrate_concentration, \n iron_concentration)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.particulate_inorganic_carbon_remin-Tuple{}","page":"Private","title":"ClimaOceanBiogeochemistry.particulate_inorganic_carbon_remin","text":"Calculate remineralization of particulate inorganic carbon.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.particulate_organic_phosphorus_remin-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.particulate_organic_phosphorus_remin","text":"dissolved_organic_phosphorus_remin(remineralization_rate, \n particulate_organic_phosphorus_concentration)\n\nCalculate remineralization of particulate organic phosphorus.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#Oceananigans.Biogeochemistry.biogeochemical_drift_velocity-Tuple{ClimaOceanBiogeochemistry.CarbonAlkalinityNutrients, Val{:POP}}","page":"Private","title":"Oceananigans.Biogeochemistry.biogeochemical_drift_velocity","text":"Add a vertical sinking \"drift velocity\" for the particulate organic phosphate (POP) tracer.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Bᵀᴼᵀ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Bᵀᴼᵀ","text":"Bᵀᴼᵀ(Sᵖ, Pᴮᵀᴼᵀ)\n\nReturn total borate concentration in mol/kg-SW given practical salinity, Sᵖ. References: Uppström (1974), cited by Dickson et al. (2007, chapter 5, p 10) Millero (1982) cited in Millero (1995)\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Caᵀᴼᵀ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Caᵀᴼᵀ","text":"Caᵀᴼᵀ(Sᵖ, Pᶜᵃᵀᴼᵀ)\n\nReturn calcium concentration in mol/kg-SW given practical salinity, Sᵖ. References: Culkin and Cox (1966), Culkin (1967), Riley and Tongudai (1967) \n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀCO₂ˢᵒˡ-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀCO₂ˢᵒˡ","text":"FCᵀCO₂ˢᵒˡ(Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the dissolved and hydrated CO₂ concentration in seawater given the total carbon concentration Cᵀ, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀCO₃²⁻-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀCO₃²⁻","text":"FCᵀCO₃²⁻(Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the carbonate concentration in seawater given the total carbon concentration Cᵀ, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀHCO₃⁻-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀHCO₃⁻","text":"FCᵀHCO₃⁻(Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the bicarbonate ion concentration in seawater given the total carbon concentration Cᵀ, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂CO₂ˢᵒˡ-Tuple{Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂CO₂ˢᵒˡ","text":"FpCO₂CO₂ˢᵒˡ(pCO₂, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the dissolved and hydrated CO₂ concentration in seawater given the pCO₂, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂CO₃²⁻-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂CO₃²⁻","text":"FpCO₂CO₃²⁻(pCO₂, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the carbonate concentration in seawater given the pCO₂, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂HCO₃⁻-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂HCO₃⁻","text":"FpCO₂HCO₃⁻(pCO₂, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the bicarbonate ion concentration in seawater given the pCO₂, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fˢⁱᵗₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fˢⁱᵗₖ₁","text":"Fˢⁱᵗₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pˢⁱᵗₖ₁)\n\nReturn the first dissociation constant of silicic acid (H4SiO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pˢⁱᵗₖ₁.\n\nReferences: Yao and Millero (1995) cited by Millero (1995) pH scale : SWS (according to Dickson et al, 2007) Note : No pressure correction available Note : converted here from mol/kg-H2O to mol/kg-sw\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ˢₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ˢₖ₁","text":"Fᴴ²ˢₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴴ²ˢₖ₁)\n\nReturn the dissociation constant of hydrogen sulfide in sea-water, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴ²ˢₖ₁.\n\nReferences: Millero et al. (1988) (cited by Millero (1995) Millero (1995) for pressure correction pH scale : - SWS (according to Yao and Millero, 1995, p. 82: \"refitted if necessary\") - Total (according to Lewis and Wallace, 1998) Note : we stick to SWS here for the time being Note : the fits from Millero (1995) and Yao and Millero (1995) derive from Millero et al. (1988), with all the coefficients multiplied by -ln(10)\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ᴼₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ᴼₖ₁","text":"Fᴴ²ᴼₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴴ²ᴼₖ₁)\n\nReturn dissociation constant of water in (mol/kg-SW)^2, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴ²ᴼₖ₁.\n\nReferences: Millero (1995) for value at p_bar = 0 Millero (pers. comm. 1996) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴˢᴼ⁴ₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴˢᴼ⁴ₖ₁","text":"Fᴴˢᴼ⁴ₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴴˢᴼ⁴ₖ₁)\n\nReturn the dissociation constant of hydrogen sulfate (bisulfate) , given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴˢᴼ⁴ₖ₁.\n\nReferences: Dickson (1990) – also Handbook (2007) Millero (1995) for pressure correction pH scale : free Note : converted here from mol/kg-H2O to mol/kg-SW\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠᵦ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠᵦ₁","text":"Fᴴᶠᵦ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴴᶠᵦ₁)\n\nReturn the association constant of HF in (mol/kg-SW)^-1, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴᶠᵦ₁.\n\nHF <-> H⁺ + F⁻ \n\nReferences: Dickson and Riley (1979) Millero (1995) for pressure correction pH scale : free Note : converted here from mol/kg-H2O to mol/kg-SW\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠₖ₁","text":"Fᴴᶠₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴴᶠₖ₁)\n\nReturn the dissociation constant for hydrogen fluoride in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴᶠₖ₁.\n\nHF <-> H⁺ + F⁻ \n\nReferences: Perez and Fraga (1987) Millero (1995) for pressure correction pH scale : Total (according to Handbook, 2007\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴺᴴ⁴ₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴺᴴ⁴ₖ₁","text":"Fᴺᴴ⁴ₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴺᴴ⁴ₖ₁)\n\nReturn the dissociation constant of ammonium in sea-water [mol/kg-SW], given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴺᴴ⁴ₖ₁.\n\nReferences: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₁","text":"Fᴾᴼ⁴ₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴾᴼ⁴ₖ₁)\n\nReturn the first dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₁.\n\nReferences: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₂","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₂","text":"Fᴾᴼ⁴ₖ₂(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴾᴼ⁴ₖ₂)\n\nReturn the second dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₂.\n\nReferences: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₃","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₃","text":"Fᴾᴼ⁴ₖ₃(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴾᴼ⁴ₖ₃)\n\nReturn the third dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₃.\n\nReferences: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵀᴼᵀ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵀᴼᵀ","text":"Fᵀᴼᵀ(Sᵖ, Pᶠᵀᴼᵀ)\n\nReturn total fluoride concentration in mol/kg-SW given practical salinity, Sᵖ. References: Culkin (1965) (???)\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ","text":"Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ)\n\nReturn stoichiometric solubility product, Ω, of aragonite in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ.\n\nReferences: Mucci (1983) Millero (1979) for pressure correction pH scale : N/A Units : (mol/kg-SW)^2\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵇₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵇₖ₁","text":"Fᵇₖ₁(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᴮₖ₁)\n\nReturn boric acid dissociation constant in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴮₖ₁.\n\nReferences: Dickson (1990, eq. 23) – also Handbook (2007, eq. 37) Millero (1979) pressure correction pH scale : total\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₀","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₀","text":"Fᵈⁱᶜₖ₀(Θᴷ, Sᵖ, Pᵈⁱᶜₖ₀)\n\nReturn hydration constant of CO₂ in (mol/kg-SW)/atm given temperature in K, Θᴷ, practical salinity, Sᵖ, and coefficients, Pᵈⁱᶜₖ₀.\n\nCO₂ + H₂O <-> H₂CO₃\n\nReferences: Weiss (1979) pH scale : N/A Note : currently no pressure correction\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ᵣ₉₃","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ᵣ₉₃","text":"Fᵈⁱᶜₖ₁ᵣ₉₃(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᵈⁱᶜₖ₁ᵣ₉₃)\n\nReturn the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ᵣ₉₃.\n\nH₂CO₃ <-> HCO₃⁻ + H⁺\n\nReferences: Roy et al. (1993) – also Handbook (1994) Millero (1979) pressure correction pH scale : Total Valid range: T: 0-45 S: 5-45. Note : converted here from mol/kg-H2O to mol/kg-SW\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₗ₀₀","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₗ₀₀","text":"Fᵈⁱᶜₖ₁ₗ₀₀(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᵈⁱᶜₖ₁ₗ₀₀)\n\nReturn the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ₗ₀₀.\n\nH₂CO₃ <-> HCO₃⁻ + H⁺\n\nReferences: Luecker et al. (2000) – also Handbook (2007) Millero (1979) pressure correction pH scale: Total\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₘ₉₅","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₘ₉₅","text":"Fᵈⁱᶜₖ₁ₘ₉₅(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᵈⁱᶜₖ₁ₘ₉₅)\n\nReturn the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ₘ₉₅.\n\nH₂CO₃ <-> HCO₃⁻ + H⁺\n\nReferences: Millero (1995, eq 50 – ln K1(COM)) Millero (1982) pressure correction pH scale: SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ᵣ₉₃","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ᵣ₉₃","text":"Fᵈⁱᶜₖ₂ᵣ₉₃(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᵈⁱᶜₖ₂ᵣ₉₃)\n\nReturn the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ᵣ₉₃.\n\nHCO₃⁻ <-> CO₃²⁻ + H⁺\n\nReferences: Roy et al. (1993) – also Handbook (1994) Millero (1979) pressure correction pH scale : Total Valid range: T: 0-45 S: 5-45. Note : converted here from mol/kg-H2O to mol/kg-SW\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₗ₀₀","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₗ₀₀","text":"Fᵈⁱᶜₖ₂ₗ₀₀(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᵈⁱᶜₖ₂ₗ₀₀)\n\nReturn the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ₗ₀₀.\n\nHCO₃⁻ <-> CO₃²⁻ + H⁺\n\nReferences: Luecker et al. (2000) – also Handbook (2007) Millero (1979) pressure correction pH scale: Total\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₘ₉₅","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₘ₉₅","text":"Fᵈⁱᶜₖ₂ₘ₉₅(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᵈⁱᶜₖ₂ₘ₉₅)\n\nReturn the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ₘ₉₅.\n\nHCO₃⁻ <-> CO₃²⁻ + H⁺\n\nReferences: Millero (1995, eq 51 – ln K2(COM)) Millero (1979) pressure correction pH scale: SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖₚᵣₑ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖₚᵣₑ","text":"Fᵈⁱᶜₖₚᵣₑ(Θᴷ, Sᵖ, Pᵈⁱᶜₖₚᵣₑ)\n\nReturn fugacity prefactor needed for non-ideality of CO₂ in the ocean in (mol/kg-SW)/atm given temperature in K, Θᴷ, practical salinity, Sᵖ, and coefficients, Pᵈⁱᶜₖₚᵣₑ.\n\nReferences: Weiss (1974) Marine Chemistry pH scale : N/A Note : currently no pressure correction\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖₛₒₗₐ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖₛₒₗₐ","text":"Fᵈⁱᶜₖₛₒₗₐ(Θᴷ, Sᵖ, Pᵈⁱᶜₖₛₒₗₐ)\n\nCalculate f = k0(1-pH2O)*correction term for non-ideality in (mol/kg-SW)/atm given temperature \nin K, `Θᴷ`, practical salinity, `Sᵖ`, and coefficients, `Pᵈⁱᶜₖₛₒₗₐ`. Currently no pressure correction\n\nReferences: Weiss & Price (1980, Mar. Chem., 8, 347-359 Eq 13 with table 6 values)\npH scale : N/A\nNote : currently no pressure correction\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᶜᵃˡᶜⁱᵗᵉₛₚ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᶜᵃˡᶜⁱᵗᵉₛₚ","text":"Fᶜᵃˡᶜⁱᵗᵉₛₚ(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real, Pᶜᵃˡᶜⁱᵗᵉₛₚ)\n\nReturn the stoichiometric solubility product of calcite, Ω, in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᶜᵃˡᶜⁱᵗᵉₛₚ\n\nReferences: Mucci (1983) Millero (1995) for pressure correction pH scale : N/A Units : (mol/kg-SW)^2\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₛoverH⁺₃","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₛoverH⁺₃","text":"H⁺ₛoverH⁺₃(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real)\n\nReturn the ratio HSWS/Hfree as a function of salinity, Sᵖ.\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₛoverH⁺ₜ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₛoverH⁺ₜ","text":"H⁺ₛoverH⁺ₜ(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real)\n\nReturn the ratio HSWS/HTot as a function of salinity, Sᵖ. Reference: Munhoven pH scale: all\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₜoverH⁺₃","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₜoverH⁺₃","text":"H⁺ₜoverH⁺₃(Θᴷ::Real, Sᵖ::Real, Δpᵦₐᵣ::Real)\n\nReturn the ratio HTot/Hfree as a function of salinity, Sᵖ. Reference: Munhoven pH scale: N/A\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.H₂Oˢʷ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.H₂Oˢʷ","text":"H₂Oˢʷ(Sᵖ, Pᴴ²⁰ˢʷ)\n\nReturn the mass of pure water in one kg of seawater of practical salinity, Sᵖ. References: \"libthdyct\" – derived by Munhoven (1997) from data by Millero (1982) \"Handbook (2007)\" – Handbook (2007) pH scale: N/A\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.SO₄ᵀᴼᵀ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.SO₄ᵀᴼᵀ","text":"SO₄ᵀᴼᵀ(Sᵖ, Pˢᴼ⁴ᵀᴼᵀ)\n\nReturn total sulfate concentration in mol/kg-SW given practical salinity, Sᵖ. References: Morris, A.W. and Riley, J.P. (1966) quoted in Handbook (2007)\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.μₛ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.μₛ","text":"μₛ(Sᵖ)\n\nReturn ionic strength in mol/kg-SW, for given practical salinity, Sᵖ. References: \"libthdyct\" – derived by Munhoven (1997) from data by Millero (1982) \"Handbook (2007)\" – Handbook (2007) pH scale: N/A\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FABᵀ-Tuple{Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FABᵀ","text":"function FABᵀ(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FACᵀ-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FACᵀ","text":"function FACᵀ(Cᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAFᵀ-Tuple{Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAFᵀ","text":"function FAFᵀ(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAH₂O-Tuple{Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAH₂O","text":"function FAH₂O(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAH₂Sᵀ-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAH₂Sᵀ","text":"function FAH₂Sᵀ(H₂Sᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FANH₄ᵀ-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FANH₄ᵀ","text":"function FANH₄ᵀ(NH₄ᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAPᵀ-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAPᵀ","text":"function FAPᵀ(Pᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FASO₄ᵀ-Tuple{Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FASO₄ᵀ","text":"function FASO₄ᵀ(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FASiᵀ-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FASiᵀ","text":"function FASiᵀ(Siᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAᵀ-Tuple{Real, Real, Real, Real, Real, Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAᵀ","text":"function FAᵀ(Cᵀ, Aᵀ, Bᵀ, Pᵀ, Siᵀ, SO₄ᵀ, Fᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\nEvaluate the rational function form of the total alkalinity-pH equation\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FH⁺ᵢₙᵢ-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FH⁺ᵢₙᵢ","text":"FH⁺ᵢₙᵢ(Aᵀ, Cᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\nCalculates the root for the 2nd order approximation of the Cᵀ-Bᵀ-Aᶜ equation for H⁺ (reformulated as a cubic polynomial) around the local minimum, if it exists.\n\nReturns * 1e-03 if Aᶜ <= 0 * 1e-10 if Aᶜ >= 2Cᵀ + Bᵀ * 1e-07 if 0 < Aᶜ < 2Cᵀ + Bᵀ and the 2nd order approximation does not have a solution\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FboundsAᵀₙₕ₂ₒ-Tuple{Real, Real, Real, Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FboundsAᵀₙₕ₂ₒ","text":" FboundsAᵀₙₕ₂ₒ(\n Cᵀ, Pᵀ, Siᵀ, NH₄ᵀ=0, H₂Sᵀ=0, Pᶜᵒᵉᶠᶠ\n )\n\nCalculate the lower and upper bounds of the \"non-water-selfionization\" contributions to total alkalinity.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.Fᵖᴴᵤₙᵢᵣₒ-Tuple{Real, Real, Real, Real, Real, Real, Real, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.Fᵖᴴᵤₙᵢᵣₒ","text":"Fᵖᴴᵤₙᵢᵣₒ(Aᵀ, Cᵀ, Pᵀ, Siᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the pH of seawater given the total alkalinity Aᵀ, total carbon Cᵀ, total phosphate Pᵀ, total silicate Siᵀ, and the carbon chemistry coefficients. Uses the SolveSAPHE package (Munhoven et al., 2013), a universal, robust, pH solver that converges from any given initial value.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Bᵀ-Tuple{Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Bᵀ","text":"function F∂A∂Bᵀ(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Cᵀ-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Cᵀ","text":"F∂A∂Cᵀ(Cᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Fᵀ-Tuple{Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Fᵀ","text":"function F∂A∂Fᵀ(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂H₂O-Tuple{Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂H₂O","text":"function F∂A∂H₂O(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂H₂Sᵀ-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂H₂Sᵀ","text":"function F∂A∂H₂Sᵀ(H₂Sᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂NH₄ᵀ-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂NH₄ᵀ","text":"function F∂A∂NH₄ᵀ(NH₄ᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Pᵀ-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Pᵀ","text":"function F∂A∂Pᵀ(Pᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂SO₄ᵀ-Tuple{Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂SO₄ᵀ","text":"function F∂A∂SO₄ᵀ(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Siᵀ-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Siᵀ","text":"function F∂A∂Siᵀ(Siᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.BO₄H₄⁻-Tuple{Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.BO₄H₄⁻","text":"BO₄H₄⁻(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate borate (B(OH)₄⁻) contribution to Aᶜ using salinity as a proxy\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾-Tuple{Real, Real, Real, Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾","text":"Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾(Aᵀ, pCO₂, Pᵀ, Siᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nSolve for ocean DIC given total Alkalinity and pCO₂\n\nEstimate H⁺ (hydrogen ion conc) using estimate of Aᶜ, carbonate alkalinity after (Follows et al., 2006)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾-Tuple{Real, Real, Real, Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾","text":"Fᵖᶜᵒ²⁽ᴬᵀ⁺ᶜᵀ⁾(Aᵀ, Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nSolve for ocean pCO₂ given total Alkalinity and DIC\n\nEstimate H⁺ (hydrogen ion conc) using estimate of Aᶜ, carbonate alkalinity after (Follows et al., 2006)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HF-Tuple{Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HF","text":"HF(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the hydrogen fluoride (HF) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HPO₄²⁻-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HPO₄²⁻","text":"HPO₄²⁻(Pᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the monohydrogen phosphate (HPO₄²⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HSO₄⁻-Tuple{Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HSO₄⁻","text":"HSO₄⁻(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the hydrogen sulphate (HSO₄⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H⁺ᶠʳᵉᵉ-Tuple{Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H⁺ᶠʳᵉᵉ","text":"H⁺ᶠʳᵉᵉ(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the \"Free\" H⁺ contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H₂PO₄⁻-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H₂PO₄⁻","text":"H₂PO₄⁻(Pᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the dihydrogen phosphate (H₂PO₄⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H₃PO₄-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H₃PO₄","text":"H₃PO₄(Pᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate orthophosphoric acid (H₃PO₄) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.OH⁻-Tuple{Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.OH⁻","text":"OH⁻(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the hydroxide (OH⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.PO₄³⁻-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.PO₄³⁻","text":"PO₄³⁻(Pᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the phosphate (PO₄³⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.SiO₄H₃⁻-Tuple{Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.SiO₄H₃⁻","text":"SiO₄H₃⁻(Siᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the silicate (SiO(OH)₃⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾-Tuple{Real, Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾","text":"Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾(Aᵀ, pCO₂ᵃᵗᵐ, pH, Pᶜᵒᵉᶠᶠ)\n\nSolve for DIC given total Alkalinity and pCO₂\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾-Tuple{Real, Real, Real, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾","text":"Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾(Aᵀ, Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nSolve for ocean pCO₂ given total Alkalinity and DIC\n\n\n\n\n\n","category":"method"},{"location":"#ClimaOceanBiogeochemistry","page":"Home","title":"ClimaOceanBiogeochemistry","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"ClimaOceanBiogeochemistry.jl provides biogeochemistry models that integrate with Oceananigans.jl and ClimaOcean.jl.","category":"page"},{"location":"","page":"Home","title":"Home","text":"See also the Oceananigans documentation.","category":"page"},{"location":"","page":"Home","title":"Home","text":"ClimaOceanBiogeochemistry.jl is developed by the Climate Modeling Alliance and heroic external collaborators.","category":"page"},{"location":"#Installation","page":"Home","title":"Installation","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"To add ClimaOceanBiogeochemistry.jl to your local environment, type","category":"page"},{"location":"","page":"Home","title":"Home","text":"julia> using Pkg\n\njulia> Pkg.add(\"https://github.com/CliMA/ClimaOceanBiogeochemistry.jl.git\")","category":"page"},{"location":"library/public/#Public-Documentation","page":"Public","title":"Public Documentation","text":"","category":"section"},{"location":"library/public/","page":"Public","title":"Public","text":"Documentation for ClimaOceanBiogeochemistry.jl's public interface.","category":"page"},{"location":"library/public/","page":"Public","title":"Public","text":"See the Internals section of the manual for internal package docs covering all submodules.","category":"page"},{"location":"library/public/#ClimaOceanBiogeochemistry","page":"Public","title":"ClimaOceanBiogeochemistry","text":"","category":"section"},{"location":"library/public/","page":"Public","title":"Public","text":"Modules = [ClimaOceanBiogeochemistry, \n ClimaOceanBiogeochemistry.CarbonSystemSolvers,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver]\nPrivate = false","category":"page"},{"location":"library/public/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonChemistryCoefficients","page":"Public","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonChemistryCoefficients","text":"CarbonChemistryCoefficients(Θᶜ, Sᴬ, Δpᵦₐᵣ, params)\n\nReturn dissociation coefficients necessary to solve for the distribution of carbonate species.\n\n\n\n\n\n","category":"type"},{"location":"library/public/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonCoefficientParameters-Tuple{}","page":"Public","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonCoefficientParameters","text":"CarbonCoefficientParameters(a₀=0, a₁=0, a₂=0, a₃=0, a₄=0, a₅=0, b₀=0, b₁=0, b₂=0, b₃=0, c₀=0, c₁=0, c₂=0, d₀=0, d₁=0, k₀=0, k₁=0, k₂=0, p₀=0, v₀=0, v₁=0, v₂=0, v₃=0)\n\nCreate a CarbonCoefficientParameters object with the specified coefficients.\n\nArguments\n\na₀, a₁, a₂, a₃, a₄, a₅: Coefficients for the a parameters (default is 0).\nb₀, b₁, b₂, b₃: Coefficients for the b parameters (default is 0).\nc₀, c₁, c₂: Coefficients for the c parameters (default is 0).\nd₀, d₁: Coefficients for the d parameters (default is 0).\nk₀, k₁, k₂: Coefficients for the k parameters (default is 0).\np₀: Coefficient for the p parameter (default is 0).\nv₀, v₁, v₂, v₃: Coefficients for the v parameters (default is 0).\n\nReturns\n\nA CarbonCoefficientParameters object with the specified coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/public/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonSolverParameters-Tuple{}","page":"Public","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonSolverParameters","text":"CarbonSolverParameters(Δₕ₊::Real=1e-8, H⁺ᵗʰʳᵉˢʰ::Real=1, Iᴴ⁺ₘₐₓ::Real=100)\n\nCreate a CarbonSolverParameters object with the specified parameters.\n\nArguments\n\nΔₕ₊: A real number representing the increment for the hydrogen ion concentration. Default is 1e-8.\nH⁺ᵗʰʳᵉˢʰ: A real number representing the threshold for the hydrogen ion concentration. Default is 1.\nIᴴ⁺ₘₐₓ: A real number representing the maximum number of iterations for the solver. Default is 100.\n\nReturns\n\nA CarbonSolverParameters object with the specified parameters.\n\n\n\n\n\n","category":"method"},{"location":"library/public/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonSystemParameters-Tuple{}","page":"Public","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonSystemParameters","text":"CarbonSystemParameters(kwargs...)\n\nThis function initializes and returns a CarbonSystemParameters object with various carbon coefficient parameters. The parameters are used in carbon system calculations and are initialized with default values, which can be overridden by passing keyword arguments.\n\nArguments\n\nkwargs...: Keyword arguments for various carbon coefficient parameters.\n\nKeyword Arguments\n\nSᵒᵖᵗˢ::CarbonSolverParameters: Default is CarbonSolverParameters().\nPᴴ²⁰ˢʷ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=1.0, a₁=-0.001005).\nPᵘˢ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=0.019924).\nPᴮᵀᴼᵀ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=0.000416, a₁=35.0, a₂=1.0).\nPᶜᵃᵀᴼᵀ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=0.02127, a₁=40.078, a₂=1.80655).\nPᶠᵀᴼᵀ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=6.8e-5, a₁=35.0).\nPˢᴼ⁴ᵀᴼᵀ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=0.1400, a₁=96.062, a₂=1.80655).\nPᵈⁱᶜₖₛₒₗₐ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-162.8301, a₁=218.2968, a₂=90.9241, a₃=-1.47696, b₀=0.025695, b₁=-0.025225, b₂=0.0049867).\nPᵈⁱᶜₖₚᵣₑ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-1636.75, a₁=-12.0408, a₂=-0.0327957, a₃=3.16528e-5, b₀=57.7, b₁=-0.118, p₀=1.01325).\nPᵈⁱᶜₖ₀::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-60.2409, a₁=93.4517, a₂=23.3585, b₀=0.023517, b₁=-0.023656, b₂=0.0047036).\nPᵈⁱᶜₖ₁ᵣ₉₃::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=2.83655, a₁=-2307.1266, a₂=-1.5529413, b₀=-0.20760841, b₁=-4.0484, b₂=0.08468345, b₃=-0.00654208, v₀=-25.5, v₁=-0.151, v₂=0.1271, k₀=-3.08e-3, k₁=-0.578e-3, k₂=0.0877e-3).\nPᵈⁱᶜₖ₂ᵣ₉₃::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-9.226508, a₁=-3351.6106, a₂=-0.2005743, b₀=-0.106901773, b₁=-23.9722, b₂=0.1130822, b₃=-0.00846934, v₀=-15.82, v₁=0.321, v₂=-0.0219, k₀=1.13e-3, k₁=-0.314e-3, k₂=-0.1475e-3).\nPᵈⁱᶜₖ₁ₘ₉₅::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=2.18867, a₁=-2275.0360, a₂=-1.468591, b₀=-0.138681, b₁=-9.33291, b₂=0.0726483, b₃=-0.00574938, v₀=-25.5, v₁=-0.151, v₂=0.1271, k₀=-3.08e-3, k₁=-0.578e-3, k₂=0.0877e-3).\nPᵈⁱᶜₖ₂ₘ₉₅::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-0.84226, a₁=-3741.1288, a₂=-1.437139, b₀=-0.128417, b₁=-24.41239, b₂=0.1195308, b₃=-0.00912840, v₀=-15.82, v₁=0.321, v₂=-0.0219, k₀=1.13e-3, k₁=-0.314e-3, k₂=-0.1475e-3).\nPᵈⁱᶜₖ₁ₗ₀₀::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=61.2172, a₁=-3633.86, a₂=-9.67770, b₀=0.011555, b₁=-0.0001152, v₀=-25.5, v₁=-0.151, v₂=0.1271, k₀=-3.08e-3, k₁=-0.578e-3, k₂=0.0877e-3).\nPᵈⁱᶜₖ₂ₗ₀₀::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-25.9290, a₁=-471.78, a₂=3.16967, b₀=0.01781, b₁=-0.0001122, v₀=-15.82, v₁=0.321, v₂=-0.0219, k₀=1.13e-3, k₁=-0.314e-3, k₂=-0.1475e-3).\nPᴮₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-8966.90, a₁=-2890.53, a₂=-77.942, a₃=1.728, a₄=-0.0996, b₀=148.0248, b₁=137.1942, b₂=1.62142, c₀=-24.4344, c₁=-25.085, c₂=-0.2474, d₀=0.053105, v₀=-29.48, v₁=0.295, v₂=0.1622, v₃=-0.002608, k₀=-2.84e-3, k₁=0.354e-3).\nPᴴ²ᴼₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=148.9802, a₁=-13847.26, a₂=-23.6521, b₀=-5.977, b₁=118.67, b₂=1.0495, c₀=-0.01615, v₀=-20.02, v₁=0.1119, v₂=-0.1409E-02, k₀=-5.13e-3, k₁=0.0794e-3).\nPᴾᴼ⁴ₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=115.54, a₁=-4576.752, a₂=-18.453, b₀=0.69171, b₁=-106.736, b₂=-0.01844, b₃=-0.65643, v₀=-14.51, v₁=0.1211, v₂=-0.321E-03, k₀=-2.67e-3, k₁=0.0427e-3).\nPᴾᴼ⁴ₖ₂::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=172.1033, a₁=-8814.715, a₂=-27.927, b₀=1.3566, b₁=-160.340, b₂=-0.05778, b₃=0.37335, v₀=-23.12, v₁=0.1758, v₂=-0.002647, k₀=-5.15e-3, k₁=0.09e-3).\nPᴾᴼ⁴ₖ₃::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-18.126, a₁=-3070.75, a₂=2.81197, a₃=17.27039, a₄=-0.09984, a₅=-44.99486, v₀=-26.57, v₁=0.2020, v₂=-3.042e-3, k₀=-4.08e-3, k₁=0.0714e-3).\nPˢⁱᵗₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=117.40, a₁=-8904.2, a₂=-19.334, b₀=3.5913, b₁=-458.79, b₂=-1.5998, b₃=188.74, c₀=0.07871, c₁=-12.1652, v₀=-29.48, v₁=0.0, v₂=0.1622, v₃=-0.002608, k₀=-2.84e-3, k₁=0.354e-3).\nPᴴ²ˢₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=225.838, a₁=-13275.3, a₂=-34.6435, a₃=0.3449, a₄=-0.0274, v₀=-14.80, v₁=0.0020, v₂=-0.400E-03, k₀=2.89e-3, k₁=0.054e-3).\nPᴺᴴ⁴ₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-0.25444, a₁=-6285.33, a₂=0.0001635, b₀=0.46532, b₁=-123.7184, b₂=-0.01992, b₃=3.17556, v₀=-26.43, v₁=0.0889, v₂=-0.905E-03, k₀=-5.03E-03, k₁=0.0814E-03).\nPᴴᶠᵦ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=12.641, a₁=-1590.2, a₂=-1.525, v₀=-9.78, v₁=-0.0090, v₂=-0.942E-03, k₀=-3.91e-3, k₁=0.054e-3).\nPᴴᶠₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-9.68, a₁=874.0, a₂=0.111, v₀=-9.78, v₁=-0.0090, v₂=-0.942E-3, k₀=-3.91e-3, k₁=0.054e-3).\nPᴴˢᴼ⁴ₖ₁::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=141.328, a₁=-4276.1, a₂=-23.093, b₀=324.57, b₁=-13856., b₂=-47.986, c₀=-771.54, c₁=35474., c₂=114.723, d₀=-2698., d₁=1776., v₀=-18.03, v₁=0.0466, v₂=0.316E-03, k₀=-4.53e-3, k₁=0.0900e-3).\nPᶜᵃˡᶜⁱᵗᵉₛₚ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-171.9065, a₁=-0.077993, a₂=2839.319, a₃=71.595, b₀=-0.77712, b₁=0.0028426, b₂=178.34, c₀=-0.07711, d₀=0.0041249, v₀=-48.76, v₁=0.5304, k₀=-11.76e-3, k₁=0.3692e-3).\nPᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ::CarbonCoefficientParameters: Default is CarbonCoefficientParameters(a₀=-171.945, a₁=-0.077993, a₂=2903.293, a₃=71.595, b₀=-0.068393, b₁=0.0017276, b₂=88.135, c₀=-0.10018, d₀=0.0059415, v₀=-48.76, v₁=0.5304, v₂=2.8, k₀=-11.76e-3, k₁=0.3692e-3).\n\nReturns\n\nCarbonSystemParameters: An object containing all the initialized carbon coefficient parameters.\n\n\n\n\n\n","category":"method"},{"location":"library/public/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.UniversalRobustCarbonSystem-Tuple{}","page":"Public","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.UniversalRobustCarbonSystem","text":"UniversalRobustCarbonSystem(\n pH :: Real = 8.0,\n pCO₂ᵃᵗᵐ :: Real = 280.0e-6,\n Θ :: Real = 25.0,\n Sᴬ :: Real = 35.0,\n Δpᵦₐᵣ :: Real = 0.0,\n Cᵀ :: Real = 2050.0e-6,\n Aᵀ :: Real = 2350.0e-6,\n Pᵀ :: Real = 1.0e-6,\n Siᵀ :: Real = 15.0e-6,\n kwargs...,\n )\n\nUses the Munhoven (2013) SolveSAPHE package to solve the distribution of carbon species. Returns a CarbonSystem object.\n\nThe function takes the following keyword arguments:\n\npH: The pH of the seawater\npCO₂ᵃᵗᵐ: The atmospheric partial pressure of CO₂\nΘ: The temperature of the seawater\nSᴬ: The salinity of the seawater\nΔpᵦₐᵣ: The applied pressure factor\nCᵀ: The total carbon concentration in seawater\nAᵀ: The total alkalinity of seawater\nPᵀ: The total phosphate concentration in seawater\nSiᵀ: The total silicate concentration in seawater\nNH₄ᵀ: The total ammonium concentration in seawater\nH₂Sᵀ: The total hydrogen sulfide concentration in seawater\nkwargs: Alternative solver options or dissociation coefficients to be passed to the CarbonSystemParameters constructor.\n\nThe function returns a CarbonSystem object.\n\nReferences:\n\nMunhoven, G. (2013). \n\n\n\n\n\n","category":"method"},{"location":"library/public/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.AlkalinityCorrectionCarbonSystem-Tuple{}","page":"Public","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.AlkalinityCorrectionCarbonSystem","text":"AlkalinityCorrectionCarbonSystem(\n Θ :: FT = 25.0,\n Sᴬ :: FT = 35.0,\n Δpᵦₐᵣ :: FT = 0.0,\n Cᵀ :: FT = 2050.0e-6,\n Aᵀ :: FT = 2350.0e-6,\n Pᵀ :: FT = 1.0e-6,\n Siᵀ :: FT = 15.0e-6,\n pH :: FT = 8.0,\n pCO₂ᵃᵗᵐ :: FT = 280.0e-6,\n )\n\nUses the Follows et al (2006) method to solve the distribution of carbon species\n\n\n\n\n\n","category":"method"},{"location":"library/public/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.DirectCubicCarbonSystem-Tuple{}","page":"Public","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.DirectCubicCarbonSystem","text":"DirectCubicCarbonSystem(\n Θ :: FT = 25.0,\n Sᴬ :: FT = 35.0,\n Δpᵦₐᵣ :: FT = 0.0,\n Cᵀ :: FT = 2050.0e-6,\n Aᵀ :: FT = 2350.0e-6,\n pH :: FT = 8.0,\n pCO₂ᵃᵗᵐ :: FT = 280.0e-6,\n )\n\nDirectCubicCarbonSolver solves a cubic equation in terms of [H⁺]; Not for serious use, but as a placeholder and for testing purposes\n\n\n\n\n\n","category":"method"}] +} diff --git a/dev/siteinfo.js b/dev/siteinfo.js new file mode 100644 index 0000000..3343491 --- /dev/null +++ b/dev/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "dev"; diff --git a/index.html b/index.html new file mode 100644 index 0000000..1a6cc11 --- /dev/null +++ b/index.html @@ -0,0 +1,2 @@ + + diff --git a/previews/PR17/assets/documenter.js b/previews/PR17/assets/documenter.js new file mode 100644 index 0000000..6adfbbb --- /dev/null +++ b/previews/PR17/assets/documenter.js @@ -0,0 +1,331 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.12.1/jquery-ui.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/contrib/auto-render.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.6.0/jquery.min', + 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', + 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/katex.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/languages/julia-repl.min', + }, + shim: { + "highlight-julia": { + "deps": [ + "highlight" + ] + }, + "katex-auto-render": { + "deps": [ + "katex" + ] + }, + "headroom-jquery": { + "deps": [ + "jquery", + "headroom" + ] + }, + "highlight-julia-repl": { + "deps": [ + "highlight" + ] + } +} +}); 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+ }); + // Close the dialog if X is clicked + $('#documenter-settings button.delete').click(function(){ + settings.removeClass('is-active'); + }); + // Close dialog if ESC is pressed + $(document).keyup(function(e) { + if (e.keyCode == 27) settings.removeClass('is-active'); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function() { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button") + sidebar_button.click(function(ev) { + ev.preventDefault(); + sidebar.toggleClass('visible'); + if (sidebar.hasClass('visible')) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind('click', function(ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass('visible')) { + sidebar.removeClass('visible'); + } + }); +}) + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function() { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css('max-width'), 10); + var L0 = e.width(); + if(L0 > L) { + var h0 = parseInt(e.css('font-size'), 10); + e.css('font-size', L * h0 / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on('orientationchange', resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function() { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if(typeof active !== 'undefined') { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +function set_theme(theme) { + var active = null; + var disabled = []; + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + var themename = ss.ownerNode.getAttribute("data-theme-name"); + if(themename === null) continue; // ignore non-theme stylesheets + // Find the active theme + if(themename === theme) active = ss; + else disabled.push(ss); + } + if(active !== null) { + active.disabled = false; + if(active.ownerNode.getAttribute("data-theme-primary") === null) { + document.getElementsByTagName('html')[0].className = "theme--" + theme; + } else { + document.getElementsByTagName('html')[0].className = ""; + } + disabled.forEach(function(ss){ + ss.disabled = true; + }); + } + + // Store the theme in localStorage + if(typeof(window.localStorage) !== "undefined") { + window.localStorage.setItem("documenter-theme", theme); + } else { + console.error("Browser does not support window.localStorage"); + } +} + +// Theme picker setup +$(document).ready(function() { + // onchange callback + $('#documenter-themepicker').change(function themepick_callback(ev){ + var themename = $('#documenter-themepicker option:selected').attr('value'); 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+ } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function(x) { + target_href = version_selector_select.children("option:selected").get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if (typeof DOCUMENTER_CURRENT_VERSION !== 'undefined' && $('#version-selector > option').length == 0) { + var option = $(""); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== 'undefined') { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function(i,x){return x.text}); + DOC_VERSIONS.forEach(function(each) { + var version_url = documenterBaseURL + "/../" + each; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $(""); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}) + +}) diff --git a/previews/PR17/assets/search.js b/previews/PR17/assets/search.js new file mode 100644 index 0000000..c133f74 --- /dev/null +++ b/previews/PR17/assets/search.js @@ -0,0 +1,267 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'lunr': 'https://cdnjs.cloudflare.com/ajax/libs/lunr.js/2.3.9/lunr.min', + 'lodash': 'https://cdnjs.cloudflare.com/ajax/libs/lodash.js/4.17.21/lodash.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.6.0/jquery.min', + } +}); +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'lunr', 'lodash'], function($, lunr, _) { + +$(document).ready(function() { + // parseUri 1.2.2 + // (c) Steven Levithan + // MIT License + function parseUri (str) { + var o = parseUri.options, + m = o.parser[o.strictMode ? "strict" : "loose"].exec(str), + uri = {}, + i = 14; + + while (i--) uri[o.key[i]] = m[i] || ""; + + uri[o.q.name] = {}; + uri[o.key[12]].replace(o.q.parser, function ($0, $1, $2) { + if ($1) uri[o.q.name][$1] = $2; + }); + + return uri; + }; + parseUri.options = { + strictMode: false, + key: ["source","protocol","authority","userInfo","user","password","host","port","relative","path","directory","file","query","anchor"], + q: { + name: "queryKey", + parser: /(?:^|&)([^&=]*)=?([^&]*)/g + }, + parser: { + strict: /^(?:([^:\/?#]+):)?(?:\/\/((?:(([^:@]*)(?::([^:@]*))?)?@)?([^:\/?#]*)(?::(\d*))?))?((((?:[^?#\/]*\/)*)([^?#]*))(?:\?([^#]*))?(?:#(.*))?)/, + loose: /^(?:(?![^:@]+:[^:@\/]*@)([^:\/?#.]+):)?(?:\/\/)?((?:(([^:@]*)(?::([^:@]*))?)?@)?([^:\/?#]*)(?::(\d*))?)(((\/(?:[^?#](?![^?#\/]*\.[^?#\/.]+(?:[?#]|$)))*\/?)?([^?#\/]*))(?:\?([^#]*))?(?:#(.*))?)/ + } + }; + + $("#search-form").submit(function(e) { + e.preventDefault() + }) + + // list below is the lunr 2.1.3 list minus the intersect with names(Base) + // (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) + // ideally we'd just filter the original list but it's not available as a variable + lunr.stopWordFilter = lunr.generateStopWordFilter([ + 'a', + 'able', + 'about', + 'across', + 'after', + 'almost', + 'also', + 'am', + 'among', + 'an', + 'and', + 'are', + 'as', + 'at', + 'be', + 'because', + 'been', + 'but', + 'by', + 'can', + 'cannot', + 'could', + 'dear', + 'did', + 'does', + 'either', + 'ever', + 'every', + 'from', + 'got', + 'had', + 'has', + 'have', + 'he', + 'her', + 'hers', + 'him', + 'his', + 'how', + 'however', + 'i', + 'if', + 'into', + 'it', + 'its', + 'just', + 'least', + 'like', + 'likely', + 'may', + 'me', + 'might', + 'most', + 'must', + 'my', + 'neither', + 'no', + 'nor', + 'not', + 'of', + 'off', + 'often', + 'on', + 'or', + 'other', + 'our', + 'own', + 'rather', + 'said', + 'say', + 'says', + 'she', + 'should', + 'since', + 'so', + 'some', + 'than', + 'that', + 'the', + 'their', + 'them', + 'then', + 'there', + 'these', + 'they', + 'this', + 'tis', + 'to', + 'too', + 'twas', + 'us', + 'wants', + 'was', + 'we', + 'were', + 'what', + 'when', + 'who', + 'whom', + 'why', + 'will', + 'would', + 'yet', + 'you', + 'your' + ]) + + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!" + // would not find anything if searching for "add!", only for the entire qualification + lunr.tokenizer.separator = /[\s\-\.]+/ + + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + lunr.trimmer = function (token) { + return token.update(function (s) { + return s.replace(/^[^a-zA-Z0-9@!]+/, '').replace(/[^a-zA-Z0-9@!]+$/, '') + }) + } + + lunr.Pipeline.registerFunction(lunr.stopWordFilter, 'juliaStopWordFilter') + lunr.Pipeline.registerFunction(lunr.trimmer, 'juliaTrimmer') + + var index = lunr(function () { + this.ref('location') + this.field('title',{boost: 100}) + this.field('text') + documenterSearchIndex['docs'].forEach(function(e) { + this.add(e) + }, this) + }) + var store = {} + + documenterSearchIndex['docs'].forEach(function(e) { + store[e.location] = {title: e.title, category: e.category, page: e.page} + }) + + $(function(){ + searchresults = $('#documenter-search-results'); + searchinfo = $('#documenter-search-info'); + searchbox = $('#documenter-search-query'); + searchform = $('.docs-search'); + sidebar = $('.docs-sidebar'); + function update_search(querystring) { + tokens = lunr.tokenizer(querystring) + results = index.query(function (q) { + tokens.forEach(function (t) { + q.term(t.toString(), { + fields: ["title"], + boost: 100, + usePipeline: true, + editDistance: 0, + wildcard: lunr.Query.wildcard.NONE + }) + q.term(t.toString(), { + fields: ["title"], + boost: 10, + usePipeline: true, + editDistance: 2, + wildcard: lunr.Query.wildcard.NONE + }) + q.term(t.toString(), { + fields: ["text"], + boost: 1, + usePipeline: true, + editDistance: 0, + wildcard: lunr.Query.wildcard.NONE + }) + }) + }) + searchinfo.text("Number of results: " + results.length) + searchresults.empty() + results.forEach(function(result) { + data = store[result.ref] + link = $(''+data.title+'') + link.attr('href', documenterBaseURL+'/'+result.ref) + if (data.category != "page"){ + cat = $('('+data.category+', '+data.page+')') + } else { + cat = $('('+data.category+')') + } + li = $('
  • ').append(link).append(" ").append(cat) + searchresults.append(li) + }) + } + + function update_search_box() { + querystring = searchbox.val() + update_search(querystring) + } + + searchbox.keyup(_.debounce(update_search_box, 250)) + searchbox.change(update_search_box) + + // Disable enter-key form submission for the searchbox on the search page + // and just re-run search rather than refresh the whole page. + searchform.keypress( + function(event){ + if (event.which == '13') { + if (sidebar.hasClass('visible')) { + sidebar.removeClass('visible'); + } + update_search_box(); + event.preventDefault(); + } + } + ); + + search_query_uri = parseUri(window.location).queryKey["q"] + if(search_query_uri !== undefined) { + search_query = decodeURIComponent(search_query_uri.replace(/\+/g, '%20')) + searchbox.val(search_query) + } + update_search_box(); + }) +}) + +}) diff --git a/previews/PR17/assets/themes/documenter-dark.css b/previews/PR17/assets/themes/documenter-dark.css new file mode 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html.theme--documenter-dark .button.is-white.is-inverted{background-color:#0a0a0a;border-color:transparent;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-white.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--documenter-dark .button.is-white.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-white.is-outlined:hover,html.theme--documenter-dark .button.is-white.is-outlined.is-hovered,html.theme--documenter-dark .button.is-white.is-outlined:focus,html.theme--documenter-dark .button.is-white.is-outlined.is-focused{background-color:#fff;border-color:#fff;color:#0a0a0a}html.theme--documenter-dark .button.is-white.is-outlined.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-white.is-outlined.is-loading:hover::after,html.theme--documenter-dark 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.button.is-black.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-black.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-outlined:hover,html.theme--documenter-dark .button.is-black.is-outlined.is-hovered,html.theme--documenter-dark .button.is-black.is-outlined:focus,html.theme--documenter-dark .button.is-black.is-outlined.is-focused{background-color:#0a0a0a;border-color:#0a0a0a;color:#fff}html.theme--documenter-dark .button.is-black.is-outlined.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a 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.button.is-dark,html.theme--documenter-dark .content kbd.button{background-color:#282f2f;border-color:transparent;color:#ecf0f1}html.theme--documenter-dark .button.is-dark:hover,html.theme--documenter-dark .content kbd.button:hover,html.theme--documenter-dark .button.is-dark.is-hovered,html.theme--documenter-dark .content kbd.button.is-hovered{background-color:#232829;border-color:transparent;color:#ecf0f1}html.theme--documenter-dark .button.is-dark:focus,html.theme--documenter-dark .content kbd.button:focus,html.theme--documenter-dark .button.is-dark.is-focused,html.theme--documenter-dark .content kbd.button.is-focused{border-color:transparent;color:#ecf0f1}html.theme--documenter-dark .button.is-dark:focus:not(:active),html.theme--documenter-dark .content kbd.button:focus:not(:active),html.theme--documenter-dark .button.is-dark.is-focused:not(:active),html.theme--documenter-dark .content kbd.button.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(40,47,47,0.25)}html.theme--documenter-dark .button.is-dark:active,html.theme--documenter-dark .content kbd.button:active,html.theme--documenter-dark .button.is-dark.is-active,html.theme--documenter-dark .content kbd.button.is-active{background-color:#1d2122;border-color:transparent;color:#ecf0f1}html.theme--documenter-dark .button.is-dark[disabled],html.theme--documenter-dark .content kbd.button[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark,fieldset[disabled] html.theme--documenter-dark .content kbd.button{background-color:#282f2f;border-color:transparent;box-shadow:none}html.theme--documenter-dark .button.is-dark.is-inverted,html.theme--documenter-dark .content kbd.button.is-inverted{background-color:#ecf0f1;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted:hover,html.theme--documenter-dark .content kbd.button.is-inverted:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-hovered{background-color:#dde4e6}html.theme--documenter-dark .button.is-dark.is-inverted[disabled],html.theme--documenter-dark .content kbd.button.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-inverted,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-inverted{background-color:#ecf0f1;border-color:transparent;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-loading::after,html.theme--documenter-dark .content kbd.button.is-loading::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-dark.is-outlined,html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-outlined.is-focused{background-color:#282f2f;border-color:#282f2f;color:#ecf0f1}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-dark.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#ecf0f1;color:#ecf0f1}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#ecf0f1;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--documenter-dark .content 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form.docs-search>input.button{border-radius:290486px;padding-left:1em;padding-right:1em}html.theme--documenter-dark .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--documenter-dark .buttons .button{margin-bottom:0.5rem}html.theme--documenter-dark .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:0.5rem}html.theme--documenter-dark .buttons:last-child{margin-bottom:-0.5rem}html.theme--documenter-dark .buttons:not(:last-child){margin-bottom:1rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){border-radius:3px;font-size:.85em}html.theme--documenter-dark .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--documenter-dark .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--documenter-dark .buttons.has-addons 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    Index

    diff --git a/previews/PR17/library/internals/index.html b/previews/PR17/library/internals/index.html new file mode 100644 index 0000000..4a1d340 --- /dev/null +++ b/previews/PR17/library/internals/index.html @@ -0,0 +1,2 @@ + +Private · ClimaOceanBiogeochemistry.jl
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    Private types and functions

    Documentation for ClimaOceanBiogeochemistry.jl's internal interface.

    ClimaOceanBiogeochemistry

    ClimaOceanBiogeochemistry.CarbonAlkalinityNutrients — Type
    CarbonAlkalinityNutrients(; kw...)

    Return a six-tracer biogeochemistry model for the interaction of carbon, alkalinity, and nutrients.

    Parameters

    Tracer names

    • DIC: Dissolved Inorganic Carbon
    • Alk: Alkalinity
    • PO₄: Phosphate (macronutrient)
    • NO₃: Nitrate (macronutrient)
    • DOP: Dissolved Organic Phosphate (macronutrient)
    • Fe: Dissolved Iron (micronutrient)

    Biogeochemical functions

    • transitions for DIC, Alk, PO₄, NO₃, DOP, and Fe

    • biogeochemical_drift_velocity for D, modeling the sinking of detritus at a constant detritus_sinking_speed.

    source
    ClimaOceanBiogeochemistry.NutrientsPlanktonBacteriaDetritus — Type
    NutrientsPlanktonBacteriaDetritus(; kw...)

    Return a four-tracer biogeochemistry model for the interaction of nutrients, plankton bacteria, and detritus.

    Parameters

    • maximum_plankton_growth_rate: (s⁻¹) Growth rate of plankton P unlimited by the availability of nutrients and light. Default: 1/day.

    • maximum_bacteria_growth_rate: (s⁻¹) Growth rate of plankton B unlimited by the availability of nutrients and light. Default = 0.5/day.

    • bacteria_yield: Determines fractional nutrient production by bacteria production relative to consumption of detritus such that $∂_t N / ∂_t D = 1 - y$, where y = bacteria_yield. Default: 0.2.

    • quadratic_mortality_rate: (s⁻¹) Mortality rate of both plankton and bacteria.

    • nutrient_half_saturation: (mmol m⁻³) Half-saturation of nutrients for plankton production.

    • detritus_half_saturation: (mmol m⁻³) Half-saturation of nutrients for bacteria production. Deafult = 10.0 mmol m⁻³.

    • PAR_half_saturation: (Nondimensionalized from W m⁻²) Half-saturation of photosynthetically available radiation (PAR) for plankton production.

    • PAR_attenuation_scale: (m) Depth scale over which photosynthetically available radiation (PAR) attenuates exponentially.

    • detritus_sinking_speed: (m s⁻¹) Sinking velocity of detritus.

    Tracer names

    • N: nutrients
    • P: plankton
    • B: bacteria
    • D: detritus

    Biogeochemical functions

    • transitions for N, P, B, D
    • biogeochemical_drift_velocity for D, modeling the sinking of detritus at a constant detritus_sinking_speed.
    source
    ClimaOceanBiogeochemistry.iron_scavenging — Method

    Iron scavenging should depend on free iron, involves solving a quadratic equation in terms of ligand concentration and stability coefficient, but this is a simple first order approximation.

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fˢⁱᵗₖ₁ — Function
    Fˢⁱᵗₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pˢⁱᵗₖ₁)

    Return the first dissociation constant of silicic acid (H4SiO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pˢⁱᵗₖ₁.

    References: Yao and Millero (1995) cited by Millero (1995) pH scale : SWS (according to Dickson et al, 2007) Note : No pressure correction available Note : converted here from mol/kg-H2O to mol/kg-sw

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ˢₖ₁ — Function
    Fᴴ²ˢₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴ²ˢₖ₁)

    Return the dissociation constant of hydrogen sulfide in sea-water, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴ²ˢₖ₁.

    References: Millero et al. (1988) (cited by Millero (1995) Millero (1995) for pressure correction pH scale : - SWS (according to Yao and Millero, 1995, p. 82: "refitted if necessary") - Total (according to Lewis and Wallace, 1998) Note : we stick to SWS here for the time being Note : the fits from Millero (1995) and Yao and Millero (1995) derive from Millero et al. (1988), with all the coefficients multiplied by -ln(10)

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ᴼₖ₁ — Function
    Fᴴ²ᴼₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴ²ᴼₖ₁)

    Return dissociation constant of water in (mol/kg-SW)^2, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴ²ᴼₖ₁.

    References: Millero (1995) for value at p_bar = 0 Millero (pers. comm. 1996) for pressure correction pH scale : SWS

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴˢᴼ⁴ₖ₁ — Function
    Fᴴˢᴼ⁴ₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴˢᴼ⁴ₖ₁)

    Return the dissociation constant of hydrogen sulfate (bisulfate) , given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴˢᴼ⁴ₖ₁.

    References: Dickson (1990) – also Handbook (2007) Millero (1995) for pressure correction pH scale : free Note : converted here from mol/kg-H2O to mol/kg-SW

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠᵦ₁ — Function
    Fᴴᶠᵦ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴᶠᵦ₁)

    Return the association constant of HF in (mol/kg-SW)^-1, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴᶠᵦ₁.

    HF <-> H⁺ + F⁻

    References: Dickson and Riley (1979) Millero (1995) for pressure correction pH scale : free Note : converted here from mol/kg-H2O to mol/kg-SW

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠₖ₁ — Function
    Fᴴᶠₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴᶠₖ₁)

    Return the dissociation constant for hydrogen fluoride in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴᶠₖ₁.

    HF <-> H⁺ + F⁻

    References: Perez and Fraga (1987) Millero (1995) for pressure correction pH scale : Total (according to Handbook, 2007

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴺᴴ⁴ₖ₁ — Function
    Fᴺᴴ⁴ₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴺᴴ⁴ₖ₁)

    Return the dissociation constant of ammonium in sea-water [mol/kg-SW], given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴺᴴ⁴ₖ₁.

    References: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₁ — Function
    Fᴾᴼ⁴ₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴾᴼ⁴ₖ₁)

    Return the first dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₁.

    References: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₂ — Function
    Fᴾᴼ⁴ₖ₂(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴾᴼ⁴ₖ₂)

    Return the second dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₂.

    References: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₃ — Function
    Fᴾᴼ⁴ₖ₃(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴾᴼ⁴ₖ₃)

    Return the third dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₃.

    References: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ — Function
    Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ)

    Return stoichiometric solubility product, Ω, of aragonite in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ.

    References: Mucci (1983) Millero (1979) for pressure correction pH scale : N/A Units : (mol/kg-SW)^2

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵇₖ₁ — Function
    Fᵇₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴮₖ₁)

    Return boric acid dissociation constant in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴮₖ₁.

    References: Dickson (1990, eq. 23) – also Handbook (2007, eq. 37) Millero (1979) pressure correction pH scale : total

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₀ — Function
    Fᵈⁱᶜₖ₀(Θᴷ, Sᵖ, Pᵈⁱᶜₖ₀)

    Return hydration constant of CO₂ in (mol/kg-SW)/atm given temperature in K, Θᴷ, practical salinity, Sᵖ, and coefficients, Pᵈⁱᶜₖ₀.

    CO₂ + H₂O <-> H₂CO₃

    References: Weiss (1979) pH scale : N/A Note : currently no pressure correction

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ᵣ₉₃ — Function
    Fᵈⁱᶜₖ₁ᵣ₉₃(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₁ᵣ₉₃)

    Return the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ᵣ₉₃.

    H₂CO₃ <-> HCO₃⁻ + H⁺

    References: Roy et al. (1993) – also Handbook (1994) Millero (1979) pressure correction pH scale : Total Valid range: T: 0-45 S: 5-45. Note : converted here from mol/kg-H2O to mol/kg-SW

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₗ₀₀ — Function
    Fᵈⁱᶜₖ₁ₗ₀₀(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₁ₗ₀₀)

    Return the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ₗ₀₀.

    H₂CO₃ <-> HCO₃⁻ + H⁺

    References: Luecker et al. (2000) – also Handbook (2007) Millero (1979) pressure correction pH scale: Total

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₘ₉₅ — Function
    Fᵈⁱᶜₖ₁ₘ₉₅(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₁ₘ₉₅)

    Return the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ₘ₉₅.

    H₂CO₃ <-> HCO₃⁻ + H⁺

    References: Millero (1995, eq 50 – ln K1(COM)) Millero (1982) pressure correction pH scale: SWS

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ᵣ₉₃ — Function
    Fᵈⁱᶜₖ₂ᵣ₉₃(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₂ᵣ₉₃)

    Return the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ᵣ₉₃.

    HCO₃⁻ <-> CO₃²⁻ + H⁺

    References: Roy et al. (1993) – also Handbook (1994) Millero (1979) pressure correction pH scale : Total Valid range: T: 0-45 S: 5-45. Note : converted here from mol/kg-H2O to mol/kg-SW

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₗ₀₀ — Function
    Fᵈⁱᶜₖ₂ₗ₀₀(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₂ₗ₀₀)

    Return the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ₗ₀₀.

    HCO₃⁻ <-> CO₃²⁻ + H⁺

    References: Luecker et al. (2000) – also Handbook (2007) Millero (1979) pressure correction pH scale: Total

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₘ₉₅ — Function
    Fᵈⁱᶜₖ₂ₘ₉₅(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₂ₘ₉₅)

    Return the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ₘ₉₅.

    HCO₃⁻ <-> CO₃²⁻ + H⁺

    References: Millero (1995, eq 51 – ln K2(COM)) Millero (1979) pressure correction pH scale: SWS

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᶜᵃˡᶜⁱᵗᵉₛₚ — Function
    Fᶜᵃˡᶜⁱᵗᵉₛₚ(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᶜᵃˡᶜⁱᵗᵉₛₚ)

    Return the stoichiometric solubility product of calcite, Ω, in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᶜᵃˡᶜⁱᵗᵉₛₚ

    References: Mucci (1983) Millero (1995) for pressure correction pH scale : N/A Units : (mol/kg-SW)^2

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.H₂Oˢʷ — Function
    H₂Oˢʷ(Sᵖ, Pᴴ²⁰ˢʷ)

    Return the mass of pure water in one kg of seawater of practical salinity, Sᵖ. References: "libthdyct" – derived by Munhoven (1997) from data by Millero (1982) "Handbook (2007)" – Handbook (2007) pH scale: N/A

    source
    ClimaOceanBiogeochemistry.CarbonSystemSolvers.μₛ — Function
    μₛ(Sᵖ)

    Return ionic strength in mol/kg-SW, for given practical salinity, Sᵖ. References: "libthdyct" – derived by Munhoven (1997) from data by Millero (1982) "Handbook (2007)" – Handbook (2007) pH scale: N/A

    source
    diff --git a/previews/PR17/library/outline/index.html b/previews/PR17/library/outline/index.html new file mode 100644 index 0000000..b68a32f --- /dev/null +++ b/previews/PR17/library/outline/index.html @@ -0,0 +1,2 @@ + +Contents · ClimaOceanBiogeochemistry.jl diff --git a/previews/PR17/library/public/index.html b/previews/PR17/library/public/index.html new file mode 100644 index 0000000..ecdc09e --- /dev/null +++ b/previews/PR17/library/public/index.html @@ -0,0 +1,20 @@ + +Public · ClimaOceanBiogeochemistry.jl
    Edit on GitHub

    Public Documentation

    Documentation for ClimaOceanBiogeochemistry.jl's public interface.

    See the Internals section of the manual for internal package docs covering all submodules.

    ClimaOceanBiogeochemistry

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zPy~MjKNk?50(me2{#pQV9fJKIeE{lzT!XCw`V9cc@ha_1KoRkX=MZH@Tt{5<1ppm2SQVg80TA(^QwKwo1Ch2Z zfIA2y@|p@@3j8yG<^dpjilF~=l@~-g5n+80M#vH2N8|+|7lgbJWdqM5uE795ND%;d zM+n)$5HuXX7y!H*7%*(RO3MjQkUp#j&4262SOS1FVL;wj^$JlQ6A-2X^fdq?4Bjmi@mwPS zqFx|)wg7 +Single column nutrients, plankton, bacteria, detritus · ClimaOceanBiogeochemistry.jl

    Edit on GitHub

    Nutrients, plankton, bacteria, detritus

    This example illustrates how to use ClimaOceanBiogeochemistry's NutrientsPlanktonBacteriaDetrius model in a single column context.

    using ClimaOceanBiogeochemistry: NutrientsPlanktonBacteriaDetritus
+
+using Oceananigans
+using Oceananigans.Units
+using Oceananigans.TurbulenceClosures: CATKEVerticalDiffusivity
+using Printf
+using CairoMakie

    A single column grid

    We set up a single column grid with 4 m grid spacing that's 256 m deep:

    grid = RectilinearGrid(size = 100,
+                       z = (-1000, 0),
+                       topology = (Flat, Flat, Bounded))
    1×1×100 RectilinearGrid{Float64, Oceananigans.Grids.Flat, Oceananigans.Grids.Flat, Oceananigans.Grids.Bounded} on Oceananigans.Architectures.CPU with 0×0×3 halo
+├── Flat x
+├── Flat y
+└── Bounded  z ∈ [-1000.0, 0.0]   regularly spaced with Δz=10.0

    Convection then quiet

    To illustrate the dynamics of NutrientsPlanktonBacteriaDetritus, we set up a physical scenario in which strong convection drives turbulent mixing for 4 days, and then abruptly shuts off. Once the convective turbulence dies down, plankton start to grow.

    Qᵇ(x, y, t) = ifelse(t < 4days, 1e-7, 0.0)
+b_bcs = FieldBoundaryConditions(top = FluxBoundaryCondition(Qᵇ))
    Oceananigans.FieldBoundaryConditions, with boundary conditions
+├── west: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── east: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── south: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── north: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── bottom: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── top: FluxBoundaryCondition: ContinuousBoundaryFunction Qᵇ at (Nothing, Nothing, Nothing)
+└── immersed: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)

    We put the pieces together. The important line here is biogeochemistry = NutrientsPlanktonBacteriaDetritus(). We use all default parameters.

    biogeochemistry = NutrientsPlanktonBacteriaDetritus(maximum_bacteria_growth_rate = 10/day)
+
+model = HydrostaticFreeSurfaceModel(; grid, biogeochemistry,
+                                    closure = CATKEVerticalDiffusivity(),
+                                    tracers = (:b, :e),
+                                    buoyancy = BuoyancyTracer(),
+                                    boundary_conditions = (; b=b_bcs))
    HydrostaticFreeSurfaceModel{CPU, RectilinearGrid}(time = 0 seconds, iteration = 0)
+├── grid: 1×1×100 RectilinearGrid{Float64, Oceananigans.Grids.Flat, Oceananigans.Grids.Flat, Oceananigans.Grids.Bounded} on Oceananigans.Architectures.CPU with 0×0×3 halo
+├── timestepper: QuasiAdamsBashforth2TimeStepper
+├── tracers: (b, e, N, P, B, D)
+├── closure: CATKEVerticalDiffusivity{VerticallyImplicitTimeDiscretization}
+├── buoyancy: Oceananigans.BuoyancyModels.BuoyancyTracer with ĝ = NegativeZDirection()
+└── coriolis: Nothing

    Initial conditions

    We initialize the model with reasonable nutrients, detritus, and a nutrient mixed layer.

    N₀ = 1e-1 # Surface nutrient concentration
+D₀ = 1e-1 # Surface detritus concentration
+dᴺ = 50.0 # Nutrient mixed layer depth
+N² = 1e-5 # Buoyancy gradient, s⁻²
+
+bᵢ(x, y, z) = N² * z
+#Nᵢ(x, y, z) = N₀ * max(1, exp(-(z + dᴺ) / 100))
+Dᵢ(x, y, z) = D₀ * exp(z / 10)
+
+set!(model, b=bᵢ, P=1e-1, B=1e-1, D=Dᵢ, N=10, e=1e-6)

    A simulation of physical-biological interaction

    We construct a simple simulation that emits a message every 10 iterations and outputs tracer fields.

    simulation = Simulation(model, Δt=10minutes, stop_time=3days)
+
+progress(sim) = @printf("Iteration: %d, time: %s, TotalN: %.2e \n",
+                        iteration(sim), prettytime(sim),
+                        sum(model.tracers.N)+sum(model.tracers.P)+sum(model.tracers.B)+sum(model.tracers.D))
+
+simulation.callbacks[:progress] = Callback(progress, IterationInterval(10))
+
+filename = "nutrients_plankton_bacteria_detritus.jld2"
+
+simulation.output_writers[:fields] = JLD2OutputWriter(model, model.tracers;
+                                                      filename,
+                                                      schedule = TimeInterval(20minutes),
+                                                      overwrite_existing = true)
+
+run!(simulation)
    [ Info: Initializing simulation...
+Iteration: 0, time: 0 seconds, TotalN: 1.02e+03
+[ Info:     ... simulation initialization complete (11.937 seconds)
+[ Info: Executing initial time step...
+[ Info:     ... initial time step complete (1.493 minutes).
+Iteration: 10, time: 1.667 hours, TotalN: 1.02e+03
+Iteration: 20, time: 3.333 hours, TotalN: 1.02e+03
+Iteration: 30, time: 5 hours, TotalN: 1.02e+03
+Iteration: 40, time: 6.667 hours, TotalN: 1.02e+03
+Iteration: 50, time: 8.333 hours, TotalN: 1.02e+03
+Iteration: 60, time: 10 hours, TotalN: 1.02e+03
+Iteration: 70, time: 11.667 hours, TotalN: 1.02e+03
+Iteration: 80, time: 13.333 hours, TotalN: 1.02e+03
+Iteration: 90, time: 15 hours, TotalN: 1.02e+03
+Iteration: 100, time: 16.667 hours, TotalN: 1.02e+03
+Iteration: 110, time: 18.333 hours, TotalN: 1.02e+03
+Iteration: 120, time: 20 hours, TotalN: 1.02e+03
+Iteration: 130, time: 21.667 hours, TotalN: 1.02e+03
+Iteration: 140, time: 23.333 hours, TotalN: 1.02e+03
+Iteration: 150, time: 1.042 days, TotalN: 1.02e+03
+Iteration: 160, time: 1.111 days, TotalN: 1.02e+03
+Iteration: 170, time: 1.181 days, TotalN: 1.02e+03
+Iteration: 180, time: 1.250 days, TotalN: 1.02e+03
+Iteration: 190, time: 1.319 days, TotalN: 1.02e+03
+Iteration: 200, time: 1.389 days, TotalN: 1.02e+03
+Iteration: 210, time: 1.458 days, TotalN: 1.02e+03
+Iteration: 220, time: 1.528 days, TotalN: 1.02e+03
+Iteration: 230, time: 1.597 days, TotalN: 1.02e+03
+Iteration: 240, time: 1.667 days, TotalN: 1.02e+03
+Iteration: 250, time: 1.736 days, TotalN: 1.02e+03
+Iteration: 260, time: 1.806 days, TotalN: 1.02e+03
+Iteration: 270, time: 1.875 days, TotalN: 1.02e+03
+Iteration: 280, time: 1.944 days, TotalN: 1.02e+03
+Iteration: 290, time: 2.014 days, TotalN: 1.02e+03
+Iteration: 300, time: 2.083 days, TotalN: 1.02e+03
+Iteration: 310, time: 2.153 days, TotalN: 1.02e+03
+Iteration: 320, time: 2.222 days, TotalN: 1.02e+03
+Iteration: 330, time: 2.292 days, TotalN: 1.02e+03
+Iteration: 340, time: 2.361 days, TotalN: 1.02e+03
+Iteration: 350, time: 2.431 days, TotalN: 1.02e+03
+Iteration: 360, time: 2.500 days, TotalN: 1.02e+03
+Iteration: 370, time: 2.569 days, TotalN: 1.02e+03
+Iteration: 380, time: 2.639 days, TotalN: 1.02e+03
+Iteration: 390, time: 2.708 days, TotalN: 1.02e+03
+Iteration: 400, time: 2.778 days, TotalN: 1.02e+03
+Iteration: 410, time: 2.847 days, TotalN: 1.02e+03
+Iteration: 420, time: 2.917 days, TotalN: 1.02e+03
+Iteration: 430, time: 2.986 days, TotalN: 1.02e+03
+[ Info: Simulation is stopping after running for 1.734 minutes.
+[ Info: Simulation time 3 days equals or exceeds stop time 3 days.

    Visualization

    All that's left is to visualize the results.

    bt = FieldTimeSeries(filename, "b")
+et = FieldTimeSeries(filename, "e")
+Pt = FieldTimeSeries(filename, "P")
+Bt = FieldTimeSeries(filename, "B")
+Dt = FieldTimeSeries(filename, "D")
+Nt = FieldTimeSeries(filename, "N")
+
+t = bt.times
+nt = length(t)
+z = znodes(bt)
+
+fig = Figure(resolution=(1200, 600))
+
+axb = Axis(fig[1, 1], ylabel="z (m)", xlabel="Buoyancy (m² s⁻³)")
+axe = Axis(fig[1, 2], ylabel="z (m)", xlabel="Turbulent kinetic energy (m² s²)")
+axP = Axis(fig[1, 3], ylabel="z (m)", xlabel="Concentration (mmol)")
+axN = Axis(fig[1, 4], ylabel="z (m)", xlabel="Nutrient concentration (mmol)")
+
+xlims!(axe, -1e-5, 1e-3)
+xlims!(axP, 0, 0.2)
+
+slider = Slider(fig[2, 1:4], range=1:nt, startvalue=1)
+n = slider.value
+
+title = @lift @sprintf("t = %d days", t[$n] / day)
+Label(fig[0, 1:4], title)
+
+bn = @lift interior(bt[$n], 1, 1, :)
+en = @lift interior(et[$n], 1, 1, :)
+Pn = @lift interior(Pt[$n], 1, 1, :)
+Bn = @lift interior(Bt[$n], 1, 1, :)
+Dn = @lift interior(Dt[$n], 1, 1, :)
+Nn = @lift interior(Nt[$n], 1, 1, :)
+
+lines!(axb, bn, z)
+lines!(axe, en, z)
+
+lines!(axP, Pn, z, label="Plankton")
+lines!(axP, Dn, z, label="Detritus")
+lines!(axP, Bn, z, label="Bacteria")
+axislegend(axP)
+
+lines!(axN, Nn, z)
+
+#record(fig, "nutrients_plankton_bacteria_detritus.mp4", 1:nt, framerate=24) do nn
+record(fig, "nutrients_plankton_bacteria_detritus.mp4", 1:nt, framerate=24) do nn
+    n[] = nn
+end
    "nutrients_plankton_bacteria_detritus.mp4"

    This page was generated using Literate.jl.

    diff --git a/previews/PR17/search/index.html b/previews/PR17/search/index.html new file mode 100644 index 0000000..e8971f3 --- /dev/null +++ b/previews/PR17/search/index.html @@ -0,0 +1,2 @@ + +Search · ClimaOceanBiogeochemistry.jl

    Loading search...

      diff --git a/previews/PR17/search_index.js b/previews/PR17/search_index.js new file mode 100644 index 0000000..05bfaa3 --- /dev/null +++ b/previews/PR17/search_index.js @@ -0,0 +1,3 @@ +var documenterSearchIndex = {"docs": +[{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"EditURL = \"https://github.com/CliMA/ClimaOceanBiogeochemistry.jl/blob/main/examples/single_column_nutrients_plankton_bacteria_detritus.jl\"","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/#Nutrients,-plankton,-bacteria,-detritus","page":"Single column nutrients, plankton, bacteria, detritus","title":"Nutrients, plankton, bacteria, detritus","text":"","category":"section"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"This example illustrates how to use ClimaOceanBiogeochemistry's NutrientsPlanktonBacteriaDetrius model in a single column context.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"using ClimaOceanBiogeochemistry: NutrientsPlanktonBacteriaDetritus\n\nusing Oceananigans\nusing Oceananigans.Units\nusing Oceananigans.TurbulenceClosures: CATKEVerticalDiffusivity\nusing Printf\nusing CairoMakie","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/#A-single-column-grid","page":"Single column nutrients, plankton, bacteria, detritus","title":"A single column grid","text":"","category":"section"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"We set up a single column grid with 4 m grid spacing that's 256 m deep:","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"grid = RectilinearGrid(size = 100,\n z = (-1000, 0),\n topology = (Flat, Flat, Bounded))","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/#Convection-then-quiet","page":"Single column nutrients, plankton, bacteria, detritus","title":"Convection then quiet","text":"","category":"section"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"To illustrate the dynamics of NutrientsPlanktonBacteriaDetritus, we set up a physical scenario in which strong convection drives turbulent mixing for 4 days, and then abruptly shuts off. Once the convective turbulence dies down, plankton start to grow.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"Qᵇ(x, y, t) = ifelse(t < 4days, 1e-7, 0.0)\nb_bcs = FieldBoundaryConditions(top = FluxBoundaryCondition(Qᵇ))","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"We put the pieces together. The important line here is biogeochemistry = NutrientsPlanktonBacteriaDetritus(). We use all default parameters.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"biogeochemistry = NutrientsPlanktonBacteriaDetritus(maximum_bacteria_growth_rate = 10/day)\n\nmodel = HydrostaticFreeSurfaceModel(; grid, biogeochemistry,\n closure = CATKEVerticalDiffusivity(),\n tracers = (:b, :e),\n buoyancy = BuoyancyTracer(),\n boundary_conditions = (; b=b_bcs))","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/#Initial-conditions","page":"Single column nutrients, plankton, bacteria, detritus","title":"Initial conditions","text":"","category":"section"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"We initialize the model with reasonable nutrients, detritus, and a nutrient mixed layer.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"N₀ = 1e-1 # Surface nutrient concentration\nD₀ = 1e-1 # Surface detritus concentration\ndᴺ = 50.0 # Nutrient mixed layer depth\nN² = 1e-5 # Buoyancy gradient, s⁻²\n\nbᵢ(x, y, z) = N² * z\n#Nᵢ(x, y, z) = N₀ * max(1, exp(-(z + dᴺ) / 100))\nDᵢ(x, y, z) = D₀ * exp(z / 10)\n\nset!(model, b=bᵢ, P=1e-1, B=1e-1, D=Dᵢ, N=10, e=1e-6)","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/#A-simulation-of-physical-biological-interaction","page":"Single column nutrients, plankton, bacteria, detritus","title":"A simulation of physical-biological interaction","text":"","category":"section"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"We construct a simple simulation that emits a message every 10 iterations and outputs tracer fields.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"simulation = Simulation(model, Δt=10minutes, stop_time=3days)\n\nprogress(sim) = @printf(\"Iteration: %d, time: %s, TotalN: %.2e \\n\",\n iteration(sim), prettytime(sim),\n sum(model.tracers.N)+sum(model.tracers.P)+sum(model.tracers.B)+sum(model.tracers.D))\n\nsimulation.callbacks[:progress] = Callback(progress, IterationInterval(10))\n\nfilename = \"nutrients_plankton_bacteria_detritus.jld2\"\n\nsimulation.output_writers[:fields] = JLD2OutputWriter(model, model.tracers;\n filename,\n schedule = TimeInterval(20minutes),\n overwrite_existing = true)\n\nrun!(simulation)","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/#Visualization","page":"Single column nutrients, plankton, bacteria, detritus","title":"Visualization","text":"","category":"section"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"All that's left is to visualize the results.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"bt = FieldTimeSeries(filename, \"b\")\net = FieldTimeSeries(filename, \"e\")\nPt = FieldTimeSeries(filename, \"P\")\nBt = FieldTimeSeries(filename, \"B\")\nDt = FieldTimeSeries(filename, \"D\")\nNt = FieldTimeSeries(filename, \"N\")\n\nt = bt.times\nnt = length(t)\nz = znodes(bt)\n\nfig = Figure(resolution=(1200, 600))\n\naxb = Axis(fig[1, 1], ylabel=\"z (m)\", xlabel=\"Buoyancy (m² s⁻³)\")\naxe = Axis(fig[1, 2], ylabel=\"z (m)\", xlabel=\"Turbulent kinetic energy (m² s²)\")\naxP = Axis(fig[1, 3], ylabel=\"z (m)\", xlabel=\"Concentration (mmol)\")\naxN = Axis(fig[1, 4], ylabel=\"z (m)\", xlabel=\"Nutrient concentration (mmol)\")\n\nxlims!(axe, -1e-5, 1e-3)\nxlims!(axP, 0, 0.2)\n\nslider = Slider(fig[2, 1:4], range=1:nt, startvalue=1)\nn = slider.value\n\ntitle = @lift @sprintf(\"t = %d days\", t[$n] / day)\nLabel(fig[0, 1:4], title)\n\nbn = @lift interior(bt[$n], 1, 1, :)\nen = @lift interior(et[$n], 1, 1, :)\nPn = @lift interior(Pt[$n], 1, 1, :)\nBn = @lift interior(Bt[$n], 1, 1, :)\nDn = @lift interior(Dt[$n], 1, 1, :)\nNn = @lift interior(Nt[$n], 1, 1, :)\n\nlines!(axb, bn, z)\nlines!(axe, en, z)\n\nlines!(axP, Pn, z, label=\"Plankton\")\nlines!(axP, Dn, z, label=\"Detritus\")\nlines!(axP, Bn, z, label=\"Bacteria\")\naxislegend(axP)\n\nlines!(axN, Nn, z)\n\n#record(fig, \"nutrients_plankton_bacteria_detritus.mp4\", 1:nt, framerate=24) do nn\nrecord(fig, \"nutrients_plankton_bacteria_detritus.mp4\", 1:nt, framerate=24) do nn\n n[] = nn\nend\n#nothing #hide","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"(Image: )","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"This page was generated using Literate.jl.","category":"page"},{"location":"library/function_index/#main-index","page":"Function index","title":"Index","text":"","category":"section"},{"location":"library/function_index/","page":"Function index","title":"Function index","text":"Pages = [\"public.md\", \"internals.md\", \"function_index.md\"]","category":"page"},{"location":"library/outline/#Library-Outline","page":"Contents","title":"Library Outline","text":"","category":"section"},{"location":"library/outline/","page":"Contents","title":"Contents","text":"Pages = [\"public.md\", \"internals.md\", \"function_index.md\"]","category":"page"},{"location":"library/internals/#Private-types-and-functions","page":"Private","title":"Private types and functions","text":"","category":"section"},{"location":"library/internals/","page":"Private","title":"Private","text":"Documentation for ClimaOceanBiogeochemistry.jl's internal interface.","category":"page"},{"location":"library/internals/#ClimaOceanBiogeochemistry","page":"Private","title":"ClimaOceanBiogeochemistry","text":"","category":"section"},{"location":"library/internals/","page":"Private","title":"Private","text":"Modules = [ClimaOceanBiogeochemistry, \n ClimaOceanBiogeochemistry.CarbonSystemSolvers,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver]\nPublic = false","category":"page"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:Alk}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for ALK\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:DIC}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for DIC\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:DOP}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for DOP\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:Fe}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for FeT\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:NO₃}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for NO₃\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:PO₄}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for PO₄\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonAlkalinityNutrients","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonAlkalinityNutrients","text":"CarbonAlkalinityNutrients(; kw...)\n\nReturn a six-tracer biogeochemistry model for the interaction of carbon, alkalinity, and nutrients.\n\nParameters\n\nTracer names\n\nDIC: Dissolved Inorganic Carbon\nAlk: Alkalinity\nPO₄: Phosphate (macronutrient)\nNO₃: Nitrate (macronutrient)\nDOP: Dissolved Organic Phosphate (macronutrient)\nFe: Dissolved Iron (micronutrient)\n\nBiogeochemical functions\n\ntransitions for DIC, Alk, PO₄, NO₃, DOP, and Fe\nbiogeochemical_drift_velocity for D, modeling the sinking of detritus at a constant detritus_sinking_speed.\n\n\n\n\n\n","category":"type"},{"location":"library/internals/#ClimaOceanBiogeochemistry.NutrientsPlanktonBacteriaDetritus","page":"Private","title":"ClimaOceanBiogeochemistry.NutrientsPlanktonBacteriaDetritus","text":"NutrientsPlanktonBacteriaDetritus(; kw...)\n\nReturn a four-tracer biogeochemistry model for the interaction of nutrients, plankton bacteria, and detritus.\n\nParameters\n\nmaximum_plankton_growth_rate: (s⁻¹) Growth rate of plankton P unlimited by the availability of nutrients and light. Default: 1/day.\nmaximum_bacteria_growth_rate: (s⁻¹) Growth rate of plankton B unlimited by the availability of nutrients and light. Default = 0.5/day.\nbacteria_yield: Determines fractional nutrient production by bacteria production relative to consumption of detritus such that _t N _t D = 1 - y, where y = bacteria_yield. Default: 0.2.\nquadratic_mortality_rate: (s⁻¹) Mortality rate of both plankton and bacteria.\nnutrient_half_saturation: (mmol m⁻³) Half-saturation of nutrients for plankton production.\ndetritus_half_saturation: (mmol m⁻³) Half-saturation of nutrients for bacteria production. Deafult = 10.0 mmol m⁻³.\nPAR_half_saturation: (Nondimensionalized from W m⁻²) Half-saturation of photosynthetically available radiation (PAR) for plankton production.\nPAR_attenuation_scale: (m) Depth scale over which photosynthetically available radiation (PAR) attenuates exponentially.\ndetritus_sinking_speed: (m s⁻¹) Sinking velocity of detritus.\n\nTracer names\n\nN: nutrients\nP: plankton\nB: bacteria\nD: detritus\n\nBiogeochemical functions\n\ntransitions for N, P, B, D\nbiogeochemical_drift_velocity for D, modeling the sinking of detritus at a constant detritus_sinking_speed.\n\n\n\n\n\n","category":"type"},{"location":"library/internals/#ClimaOceanBiogeochemistry.iron_scavenging-NTuple{4, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.iron_scavenging","text":"Iron scavenging should depend on free iron, involves solving a quadratic equation in terms of ligand concentration and stability coefficient, but this is a simple first order approximation.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonChemistryCoefficients-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonChemistryCoefficients","text":"CarbonChemistryCoefficients(Θᶜ, Sᴬ, Δpᵦₐᵣ)\n\nReturn dissociation coefficients necessary to solve for the distribution of carbonate species.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Bᵀᴼᵀ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Bᵀᴼᵀ","text":"Bᵀᴼᵀ(Sᵖ, Pᴮᵀᴼᵀ)\n\nReturn total borate concentration in mol/kg-SW given practical salinity, Sᵖ. References: Uppström (1974), cited by Dickson et al. (2007, chapter 5, p 10) Millero (1982) cited in Millero (1995)\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Caᵀᴼᵀ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Caᵀᴼᵀ","text":"Caᵀᴼᵀ(Sᵖ, Pᶜᵃᵀᴼᵀ)\n\nReturn calcium concentration in mol/kg-SW given practical salinity, Sᵖ. References: Culkin and Cox (1966), Culkin (1967), Riley and Tongudai (1967) \n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀCO₂ˢᵒˡ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀCO₂ˢᵒˡ","text":"FCᵀCO₂ˢᵒˡ(Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the dissolved and hydrated CO₂ concentration in seawater given the total carbon concentration Cᵀ, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀCO₃²⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀCO₃²⁻","text":"FCᵀCO₃²⁻(Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the carbonate concentration in seawater given the total carbon concentration Cᵀ, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀHCO₃⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀHCO₃⁻","text":"FCᵀHCO₃⁻(Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the bicarbonate ion concentration in seawater given the total carbon concentration Cᵀ, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂CO₂ˢᵒˡ-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂CO₂ˢᵒˡ","text":"FpCO₂CO₂ˢᵒˡ(pCO₂, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the dissolved and hydrated CO₂ concentration in seawater given the pCO₂, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂CO₃²⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂CO₃²⁻","text":"FpCO₂CO₃²⁻(pCO₂, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the carbonate concentration in seawater given the pCO₂, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂HCO₃⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂HCO₃⁻","text":"FpCO₂HCO₃⁻(pCO₂, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the bicarbonate ion concentration in seawater given the pCO₂, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fˢⁱᵗₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fˢⁱᵗₖ₁","text":"Fˢⁱᵗₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pˢⁱᵗₖ₁)\n\nReturn the first dissociation constant of silicic acid (H4SiO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pˢⁱᵗₖ₁.\n\nReferences: Yao and Millero (1995) cited by Millero (1995) pH scale : SWS (according to Dickson et al, 2007) Note : No pressure correction available Note : converted here from mol/kg-H2O to mol/kg-sw\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ˢₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ˢₖ₁","text":"Fᴴ²ˢₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴ²ˢₖ₁)\n\nReturn the dissociation constant of hydrogen sulfide in sea-water, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴ²ˢₖ₁.\n\nReferences: Millero et al. (1988) (cited by Millero (1995) Millero (1995) for pressure correction pH scale : - SWS (according to Yao and Millero, 1995, p. 82: \"refitted if necessary\") - Total (according to Lewis and Wallace, 1998) Note : we stick to SWS here for the time being Note : the fits from Millero (1995) and Yao and Millero (1995) derive from Millero et al. (1988), with all the coefficients multiplied by -ln(10)\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ᴼₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ᴼₖ₁","text":"Fᴴ²ᴼₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴ²ᴼₖ₁)\n\nReturn dissociation constant of water in (mol/kg-SW)^2, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴ²ᴼₖ₁.\n\nReferences: Millero (1995) for value at p_bar = 0 Millero (pers. comm. 1996) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴˢᴼ⁴ₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴˢᴼ⁴ₖ₁","text":"Fᴴˢᴼ⁴ₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴˢᴼ⁴ₖ₁)\n\nReturn the dissociation constant of hydrogen sulfate (bisulfate) , given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴˢᴼ⁴ₖ₁.\n\nReferences: Dickson (1990) – also Handbook (2007) Millero (1995) for pressure correction pH scale : free Note : converted here from mol/kg-H2O to mol/kg-SW\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠᵦ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠᵦ₁","text":"Fᴴᶠᵦ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴᶠᵦ₁)\n\nReturn the association constant of HF in (mol/kg-SW)^-1, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴᶠᵦ₁.\n\nHF <-> H⁺ + F⁻ \n\nReferences: Dickson and Riley (1979) Millero (1995) for pressure correction pH scale : free Note : converted here from mol/kg-H2O to mol/kg-SW\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠₖ₁","text":"Fᴴᶠₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴᶠₖ₁)\n\nReturn the dissociation constant for hydrogen fluoride in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴᶠₖ₁.\n\nHF <-> H⁺ + F⁻ \n\nReferences: Perez and Fraga (1987) Millero (1995) for pressure correction pH scale : Total (according to Handbook, 2007\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴺᴴ⁴ₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴺᴴ⁴ₖ₁","text":"Fᴺᴴ⁴ₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴺᴴ⁴ₖ₁)\n\nReturn the dissociation constant of ammonium in sea-water [mol/kg-SW], given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴺᴴ⁴ₖ₁.\n\nReferences: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₁","text":"Fᴾᴼ⁴ₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴾᴼ⁴ₖ₁)\n\nReturn the first dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₁.\n\nReferences: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₂","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₂","text":"Fᴾᴼ⁴ₖ₂(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴾᴼ⁴ₖ₂)\n\nReturn the second dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₂.\n\nReferences: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₃","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₃","text":"Fᴾᴼ⁴ₖ₃(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴾᴼ⁴ₖ₃)\n\nReturn the third dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₃.\n\nReferences: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵀᴼᵀ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵀᴼᵀ","text":"Fᵀᴼᵀ(Sᵖ, Pᶠᵀᴼᵀ)\n\nReturn total fluoride concentration in mol/kg-SW given practical salinity, Sᵖ. References: Culkin (1965) (???)\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ","text":"Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ)\n\nReturn stoichiometric solubility product, Ω, of aragonite in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ.\n\nReferences: Mucci (1983) Millero (1979) for pressure correction pH scale : N/A Units : (mol/kg-SW)^2\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵇₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵇₖ₁","text":"Fᵇₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴮₖ₁)\n\nReturn boric acid dissociation constant in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴮₖ₁.\n\nReferences: Dickson (1990, eq. 23) – also Handbook (2007, eq. 37) Millero (1979) pressure correction pH scale : total\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₀","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₀","text":"Fᵈⁱᶜₖ₀(Θᴷ, Sᵖ, Pᵈⁱᶜₖ₀)\n\nReturn hydration constant of CO₂ in (mol/kg-SW)/atm given temperature in K, Θᴷ, practical salinity, Sᵖ, and coefficients, Pᵈⁱᶜₖ₀.\n\nCO₂ + H₂O <-> H₂CO₃\n\nReferences: Weiss (1979) pH scale : N/A Note : currently no pressure correction\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ᵣ₉₃","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ᵣ₉₃","text":"Fᵈⁱᶜₖ₁ᵣ₉₃(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₁ᵣ₉₃)\n\nReturn the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ᵣ₉₃.\n\nH₂CO₃ <-> HCO₃⁻ + H⁺\n\nReferences: Roy et al. (1993) – also Handbook (1994) Millero (1979) pressure correction pH scale : Total Valid range: T: 0-45 S: 5-45. Note : converted here from mol/kg-H2O to mol/kg-SW\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₗ₀₀","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₗ₀₀","text":"Fᵈⁱᶜₖ₁ₗ₀₀(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₁ₗ₀₀)\n\nReturn the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ₗ₀₀.\n\nH₂CO₃ <-> HCO₃⁻ + H⁺\n\nReferences: Luecker et al. (2000) – also Handbook (2007) Millero (1979) pressure correction pH scale: Total\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₘ₉₅","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₘ₉₅","text":"Fᵈⁱᶜₖ₁ₘ₉₅(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₁ₘ₉₅)\n\nReturn the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ₘ₉₅.\n\nH₂CO₃ <-> HCO₃⁻ + H⁺\n\nReferences: Millero (1995, eq 50 – ln K1(COM)) Millero (1982) pressure correction pH scale: SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ᵣ₉₃","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ᵣ₉₃","text":"Fᵈⁱᶜₖ₂ᵣ₉₃(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₂ᵣ₉₃)\n\nReturn the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ᵣ₉₃.\n\nHCO₃⁻ <-> CO₃²⁻ + H⁺\n\nReferences: Roy et al. (1993) – also Handbook (1994) Millero (1979) pressure correction pH scale : Total Valid range: T: 0-45 S: 5-45. Note : converted here from mol/kg-H2O to mol/kg-SW\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₗ₀₀","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₗ₀₀","text":"Fᵈⁱᶜₖ₂ₗ₀₀(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₂ₗ₀₀)\n\nReturn the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ₗ₀₀.\n\nHCO₃⁻ <-> CO₃²⁻ + H⁺\n\nReferences: Luecker et al. (2000) – also Handbook (2007) Millero (1979) pressure correction pH scale: Total\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₘ₉₅","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₘ₉₅","text":"Fᵈⁱᶜₖ₂ₘ₉₅(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₂ₘ₉₅)\n\nReturn the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ₘ₉₅.\n\nHCO₃⁻ <-> CO₃²⁻ + H⁺\n\nReferences: Millero (1995, eq 51 – ln K2(COM)) Millero (1979) pressure correction pH scale: SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᶜᵃˡᶜⁱᵗᵉₛₚ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᶜᵃˡᶜⁱᵗᵉₛₚ","text":"Fᶜᵃˡᶜⁱᵗᵉₛₚ(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᶜᵃˡᶜⁱᵗᵉₛₚ)\n\nReturn the stoichiometric solubility product of calcite, Ω, in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᶜᵃˡᶜⁱᵗᵉₛₚ\n\nReferences: Mucci (1983) Millero (1995) for pressure correction pH scale : N/A Units : (mol/kg-SW)^2\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₛoverH⁺₃-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₛoverH⁺₃","text":"H⁺ₛoverH⁺₃(Θᴷ, Sᵖ, Δpᵦₐᵣ)\n\nReturn the ratio HSWS/Hfree as a @inline function of salinity, Sᵖ.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₛoverH⁺ₜ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₛoverH⁺ₜ","text":"H⁺ₛoverH⁺ₜ(Θᴷ, Sᵖ, Δpᵦₐᵣ)\n\nReturn the ratio HSWS/HTot as a @inline function of salinity, Sᵖ. Reference: Munhoven pH scale: all\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₜoverH⁺₃-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₜoverH⁺₃","text":"H⁺ₜoverH⁺₃(Θᴷ, Sᵖ, Δpᵦₐᵣ)\n\nReturn the ratio HTot/Hfree as a @inline function of salinity, Sᵖ. Reference: Munhoven pH scale: N/A\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.H₂Oˢʷ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.H₂Oˢʷ","text":"H₂Oˢʷ(Sᵖ, Pᴴ²⁰ˢʷ)\n\nReturn the mass of pure water in one kg of seawater of practical salinity, Sᵖ. References: \"libthdyct\" – derived by Munhoven (1997) from data by Millero (1982) \"Handbook (2007)\" – Handbook (2007) pH scale: N/A\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.SO₄ᵀᴼᵀ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.SO₄ᵀᴼᵀ","text":"SO₄ᵀᴼᵀ(Sᵖ, Pˢᴼ⁴ᵀᴼᵀ)\n\nReturn total sulfate concentration in mol/kg-SW given practical salinity, Sᵖ. References: Morris, A.W. and Riley, J.P. (1966) quoted in Handbook (2007)\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.μₛ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.μₛ","text":"μₛ(Sᵖ)\n\nReturn ionic strength in mol/kg-SW, for given practical salinity, Sᵖ. References: \"libthdyct\" – derived by Munhoven (1997) from data by Millero (1982) \"Handbook (2007)\" – Handbook (2007) pH scale: N/A\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.BO₄H₄⁻-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.BO₄H₄⁻","text":"BO₄H₄⁻(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate borate (B(OH)₄⁻) contribution to Aᶜ using salinity as a proxy\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾-NTuple{6, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾","text":"Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾(Aᵀ, pCO₂, Pᵀ, Siᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nSolve for ocean DIC given total Alkalinity and pCO₂\n\nEstimate H⁺ (hydrogen ion conc) using estimate of Aᶜ, carbonate alkalinity after (Follows et al., 2006)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾-NTuple{6, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾","text":"Fᵖᶜᵒ²⁽ᴬᵀ⁺ᶜᵀ⁾(Aᵀ, Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nSolve for ocean pCO₂ given total Alkalinity and DIC\n\nEstimate H⁺ (hydrogen ion conc) using estimate of Aᶜ, carbonate alkalinity after (Follows et al., 2006)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HF-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HF","text":"HF(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the hydrogen fluoride (HF) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HPO₄²⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HPO₄²⁻","text":"HPO₄²⁻(Pᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the monohydrogen phosphate (HPO₄²⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HSO₄⁻-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HSO₄⁻","text":"HSO₄⁻(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the hydrogen sulphate (HSO₄⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H⁺ᶠʳᵉᵉ-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H⁺ᶠʳᵉᵉ","text":"H⁺ᶠʳᵉᵉ(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the \"Free\" H⁺ contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H₂PO₄⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H₂PO₄⁻","text":"H₂PO₄⁻(Pᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the dihydrogen phosphate (H₂PO₄⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H₃PO₄-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H₃PO₄","text":"H₃PO₄(Pᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate orthophosphoric acid (H₃PO₄) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.OH⁻-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.OH⁻","text":"OH⁻(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the hydroxide (OH⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.PO₄³⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.PO₄³⁻","text":"PO₄³⁻(Pᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the phosphate (PO₄³⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.SiO₄H₃⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.SiO₄H₃⁻","text":"SiO₄H₃⁻(Siᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the silicate (SiO(OH)₃⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾-NTuple{4, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾","text":"Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾(Aᵀ, pCO₂ᵃᵗᵐ, pH, Pᶜᵒᵉᶠᶠ)\n\nSolve for DIC given total Alkalinity and pCO₂\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾-NTuple{4, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾","text":"Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾(Aᵀ, Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nSolve for ocean pCO₂ given total Alkalinity and DIC\n\n\n\n\n\n","category":"method"},{"location":"#ClimaOceanBiogeochemistry","page":"Home","title":"ClimaOceanBiogeochemistry","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"ClimaOceanBiogeochemistry.jl provides biogeochemistry models that integrate with Oceananigans.jl and ClimaOcean.jl.","category":"page"},{"location":"","page":"Home","title":"Home","text":"See also the Oceananigans documentation.","category":"page"},{"location":"","page":"Home","title":"Home","text":"ClimaOceanBiogeochemistry.jl is developed by the Climate Modeling Alliance and heroic external collaborators.","category":"page"},{"location":"#Installation","page":"Home","title":"Installation","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"To add ClimaOceanBiogeochemistry.jl to your local environment, type","category":"page"},{"location":"","page":"Home","title":"Home","text":"julia> using Pkg\n\njulia> Pkg.add(\"https://github.com/CliMA/ClimaOceanBiogeochemistry.jl.git\")","category":"page"},{"location":"library/public/#Public-Documentation","page":"Public","title":"Public Documentation","text":"","category":"section"},{"location":"library/public/","page":"Public","title":"Public","text":"Documentation for ClimaOceanBiogeochemistry.jl's public interface.","category":"page"},{"location":"library/public/","page":"Public","title":"Public","text":"See the Internals section of the manual for internal package docs covering all submodules.","category":"page"},{"location":"library/public/#ClimaOceanBiogeochemistry","page":"Public","title":"ClimaOceanBiogeochemistry","text":"","category":"section"},{"location":"library/public/","page":"Public","title":"Public","text":"Modules = [ClimaOceanBiogeochemistry, \n ClimaOceanBiogeochemistry.CarbonSystemSolvers,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver]\nPrivate = false","category":"page"},{"location":"library/public/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.AlkalinityCorrectionCarbonSystem-Union{Tuple{}, Tuple{FT}, Tuple{FT, FT}, Tuple{FT, FT, FT}, NTuple{4, FT}, NTuple{5, FT}, NTuple{6, FT}, NTuple{7, FT}, NTuple{8, FT}, NTuple{9, FT}} where FT","page":"Public","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.AlkalinityCorrectionCarbonSystem","text":"AlkalinityCorrectionCarbonSystem(\n Θ :: FT = 25.0,\n Sᴬ :: FT = 35.0,\n Δpᵦₐᵣ :: FT = 0.0,\n Cᵀ :: FT = 2050.0e-6,\n Aᵀ :: FT = 2350.0e-6,\n Pᵀ :: FT = 1.0e-6,\n Siᵀ :: FT = 15.0e-6,\n pH :: FT = 8.0,\n pCO₂ᵃᵗᵐ :: FT = 280.0e-6,\n )\n\nUses the Follows et al (2006) method to solve the distribution of carbon species\n\n\n\n\n\n","category":"method"},{"location":"library/public/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.DirectCubicCarbonSystem-Union{Tuple{}, Tuple{FT}, Tuple{FT, FT}, Tuple{FT, FT, FT}, NTuple{4, FT}, NTuple{5, FT}, NTuple{6, FT}, NTuple{7, FT}} where FT","page":"Public","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.DirectCubicCarbonSystem","text":"DirectCubicCarbonSystem(\n Θ :: FT = 25.0,\n Sᴬ :: FT = 35.0,\n Δpᵦₐᵣ :: FT = 0.0,\n Cᵀ :: FT = 2050.0e-6,\n Aᵀ :: FT = 2350.0e-6,\n pH :: FT = 8.0,\n pCO₂ᵃᵗᵐ :: FT = 280.0e-6,\n )\n\nDirectCubicCarbonSolver solves a cubic equation in terms of [H⁺]; Not for serious use, but as a placeholder and for testing purposes\n\n\n\n\n\n","category":"method"}] +} diff --git a/previews/PR17/siteinfo.js b/previews/PR17/siteinfo.js new file mode 100644 index 0000000..1571126 --- /dev/null +++ b/previews/PR17/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "previews/PR17"; diff --git a/previews/PR27/.documenter-siteinfo.json b/previews/PR27/.documenter-siteinfo.json new file mode 100644 index 0000000..03cd1df --- /dev/null +++ b/previews/PR27/.documenter-siteinfo.json @@ -0,0 +1 @@ +{"documenter":{"julia_version":"1.10.2","generation_timestamp":"2024-03-26T20:26:04","documenter_version":"1.3.0"}} \ No newline at end of file diff --git a/previews/PR27/assets/documenter.js b/previews/PR27/assets/documenter.js new file mode 100644 index 0000000..c6562b5 --- /dev/null +++ b/previews/PR27/assets/documenter.js @@ -0,0 +1,1050 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min', + 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"left": "$", + "right": "$", + "display": false + }, + { + "left": "$$", + "right": "$$", + "display": true + }, + { + "left": "\\[", + "right": "\\]", + "display": true + } + ] +} + + ); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl'], function($) { +$(document).ready(function() { + hljs.highlightAll(); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let timer = 0; +var isExpanded = true; + +$(document).on("click", ".docstring header", function () { + let articleToggleTitle = "Expand docstring"; + + debounce(() => { + if ($(this).siblings("section").is(":visible")) { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + } else { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + 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"Collapse docstring"; + navArticleToggleTitle = "Collapse all docstrings"; + + $(".docstring section").slideDown(animationSpeed); + } + + $(this).prop("title", navArticleToggleTitle); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); + }); +}); + +function debounce(callback, timeout = 300) { + if (Date.now() - timer > timeout) { + callback(); + } + + clearTimeout(timer); + + timer = Date.now(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + 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=== "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { + +// Manages the top navigation bar (hides it when the user starts scrolling down on the +// mobile). +window.Headroom = Headroom; // work around buggy module loading? +$(document).ready(function () { + $("#documenter .docs-navbar").headroom({ + tolerance: { up: 10, down: 10 }, + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +$(document).ready(function () { + let meta = $("div[data-docstringscollapsed]").data(); + + if (meta?.docstringscollapsed) { + $("#documenter-article-toggle-button").trigger({ + type: "click", + noToggleAnimation: true, + }); + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +/* +To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc + +PSEUDOCODE: + +Searching happens automatically as the user types or adjusts the selected filters. +To preserve responsiveness, as much as possible of the slow parts of the search are done +in a web worker. Searching and result generation are done in the worker, and filtering and +DOM updates are done in the main thread. The filters are in the main thread as they should +be very quick to apply. This lets filters be changed without re-searching with minisearch +(which is possible even if filtering is on the worker thread) and also lets filters be +changed _while_ the worker is searching and without message passing (neither of which are +possible if filtering is on the worker thread) + +SEARCH WORKER: + +Import minisearch + +Build index + +On message from main thread + run search + find the first 200 unique results from each category, and compute their divs for display + note that this is necessary and sufficient information for the main thread to find the + first 200 unique results from any given filter set + post results to main thread + +MAIN: + +Launch worker + +Declare nonconstant globals (worker_is_running, last_search_text, unfiltered_results) + +On text update + if worker is not running, launch_search() + +launch_search + set worker_is_running to true, set last_search_text to the search text + post the search query to worker + +on message from worker + if last_search_text is not the same as the text in the search field, + the latest search result is not reflective of the latest search query, so update again + launch_search() + otherwise + set worker_is_running to false + + regardless, display the new search results to the user + save the unfiltered_results as a global + update_search() + +on filter click + adjust the filter selection + update_search() + +update_search + apply search filters by looping through the unfiltered_results and finding the first 200 + unique results that match the filters + + Update the DOM +*/ + +/////// SEARCH WORKER /////// + +function worker_function(documenterSearchIndex, documenterBaseURL, filters) { + importScripts( + "https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min.js" + ); + + let data = documenterSearchIndex.map((x, key) => { + x["id"] = key; // minisearch requires a unique for each object + return x; + }); + + // list below is the lunr 2.1.3 list minus the intersect with names(Base) + // (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) + // ideally we'd just filter the original list but it's not available as a variable + const stopWords = new Set([ + "a", + "able", + "about", + "across", + "after", + "almost", + "also", + "am", + "among", + "an", + "and", + "are", + "as", + "at", + "be", + "because", + "been", + "but", + "by", + "can", + "cannot", + "could", + "dear", + "did", + "does", + "either", + "ever", + "every", + "from", + "got", + "had", + "has", + "have", + "he", + "her", + "hers", + "him", + "his", + "how", + "however", + "i", + "if", + "into", + "it", + "its", + "just", + "least", + "like", + "likely", + "may", + "me", + "might", + "most", + "must", + "my", + "neither", + "no", + "nor", + "not", + "of", + "off", + "often", + "on", + "or", + "other", + "our", + "own", + "rather", + "said", + "say", + "says", + "she", + "should", + "since", + "so", + "some", + "than", + "that", + "the", + "their", + "them", + "then", + "there", + "these", + "they", + "this", + "tis", + "to", + "too", + "twas", + "us", + "wants", + "was", + "we", + "were", + "what", + "when", + "who", + "whom", + "why", + "will", + "would", + "yet", + "you", + "your", + ]); + + let index = new MiniSearch({ + fields: ["title", "text"], // fields to index for full-text search + storeFields: ["location", "title", "text", "category", "page"], // fields to return with results + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + + word = word.toLowerCase(); + } + + return word ?? null; + }, + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not + // find anything if searching for "add!", only for the entire qualification + tokenize: (string) => string.split(/[\s\-\.]+/), + // options which will be applied during the search + searchOptions: { + prefix: true, + boost: { title: 100 }, + fuzzy: 2, + }, + }); + + index.addAll(data); + + /** + * Used to map characters to HTML entities. + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + const htmlEscapes = { + "&": "&", + "<": "<", + ">": ">", + '"': """, + "'": "'", + }; + + /** + * Used to match HTML entities and HTML characters. + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + const reUnescapedHtml = /[&<>"']/g; + const reHasUnescapedHtml = RegExp(reUnescapedHtml.source); + + /** + * Escape function from lodash + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + function escape(string) { + return string && reHasUnescapedHtml.test(string) + ? string.replace(reUnescapedHtml, (chr) => htmlEscapes[chr]) + : string || ""; + } + + /** + * Make the result component given a minisearch result data object and the value + * of the search input as queryString. To view the result object structure, refer: + * https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult + * + * @param {object} result + * @param {string} querystring + * @returns string + */ + function make_search_result(result, querystring) { + let search_divider = `
      `; + let display_link = + result.location.slice(Math.max(0), Math.min(50, result.location.length)) + + (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div + + if (result.page !== "") { + display_link += ` (${result.page})`; + } + + let textindex = new RegExp(`${querystring}`, "i").exec(result.text); + let text = + textindex !== null + ? result.text.slice( + Math.max(textindex.index - 100, 0), + Math.min( + textindex.index + querystring.length + 100, + result.text.length + ) + ) + : ""; // cut-off text before and after from the match + + text = text.length ? escape(text) : ""; + + let display_result = text.length + ? "..." + + text.replace( + new RegExp(`${escape(querystring)}`, "i"), // For first occurrence + '$&' + ) + + "..." + : ""; // highlights the match + + let in_code = false; + if (!["page", "section"].includes(result.category.toLowerCase())) { + in_code = true; + } + + // We encode the full url to escape some special characters which can lead to broken links + let result_div = ` + +
      +
      ${escape(result.title)}
      +
      ${result.category}
      +
      +

      + ${display_result} +

      +
      + ${display_link} +
      +       + ${search_divider} + `; + + return result_div; + } + + self.onmessage = function (e) { + let query = e.data; + let results = index.search(query, { + filter: (result) => { + // Only return relevant results + return result.score >= 1; + }, + }); + + // Pre-filter to deduplicate and limit to 200 per category to the extent + // possible without knowing what the filters are. + let filtered_results = []; + let counts = {}; + for (let filter of filters) { + counts[filter] = 0; + } + let present = {}; + + for (let result of results) { + cat = result.category; + cnt = counts[cat]; + if (cnt < 200) { + id = cat + "---" + result.location; + if (present[id]) { + continue; + } + present[id] = true; + filtered_results.push({ + location: result.location, + category: cat, + div: make_search_result(result, query), + }); + } + } + + postMessage(filtered_results); + }; +} + +// `worker = Threads.@spawn worker_function(documenterSearchIndex)`, but in JavaScript! +const filters = [ + ...new Set(documenterSearchIndex["docs"].map((x) => x.category)), +]; +const worker_str = + "(" + + worker_function.toString() + + ")(" + + JSON.stringify(documenterSearchIndex["docs"]) + + "," + + JSON.stringify(documenterBaseURL) + + "," + + JSON.stringify(filters) + + ")"; +const worker_blob = new Blob([worker_str], { type: "text/javascript" }); +const worker = new Worker(URL.createObjectURL(worker_blob)); + +/////// SEARCH MAIN /////// + +// Whether the worker is currently handling a search. This is a boolean +// as the worker only ever handles 1 or 0 searches at a time. +var worker_is_running = false; + +// The last search text that was sent to the worker. This is used to determine +// if the worker should be launched again when it reports back results. +var last_search_text = ""; + +// The results of the last search. This, in combination with the state of the filters +// in the DOM, is used compute the results to display on calls to update_search. +var unfiltered_results = []; + +// Which filter is currently selected +var selected_filter = ""; + +$(document).on("input", ".documenter-search-input", function (event) { + if (!worker_is_running) { + launch_search(); + } +}); + +function launch_search() { + worker_is_running = true; + last_search_text = $(".documenter-search-input").val(); + worker.postMessage(last_search_text); +} + +worker.onmessage = function (e) { + if (last_search_text !== $(".documenter-search-input").val()) { + launch_search(); + } else { + worker_is_running = false; + } + + unfiltered_results = e.data; + update_search(); +}; + +$(document).on("click", ".search-filter", function () { + if ($(this).hasClass("search-filter-selected")) { + selected_filter = ""; + } else { + selected_filter = $(this).text().toLowerCase(); + } + + // This updates search results and toggles classes for UI: + update_search(); +}); + +/** + * Make/Update the search component + */ +function update_search() { + let querystring = $(".documenter-search-input").val(); + + if (querystring.trim()) { + if (selected_filter == "") { + results = unfiltered_results; + } else { + results = unfiltered_results.filter((result) => { + return selected_filter == result.category.toLowerCase(); + }); + } + + let search_result_container = ``; + let modal_filters = make_modal_body_filters(); + let search_divider = `
      `; + + if (results.length) { + let links = []; + let count = 0; + let search_results = ""; + + for (var i = 0, n = results.length; i < n && count < 200; ++i) { + let result = results[i]; + if (result.location && !links.includes(result.location)) { + search_results += result.div; + count++; + links.push(result.location); + } + } + + if (count == 1) { + count_str = "1 result"; + } else if (count == 200) { + count_str = "200+ results"; + } else { + count_str = count + " results"; + } + let result_count = `
      ${count_str}
      `; + + search_result_container = ` +
      + ${modal_filters} + ${search_divider} + ${result_count} +
      + ${search_results} +
      +
      + `; + } else { + search_result_container = ` +
      + ${modal_filters} + ${search_divider} +
      0 result(s)
      +
      +
      No result found!
      + `; + } + + if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").removeClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(search_result_container); + } else { + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(` +
      Type something to get started!
      + `); + } +} + +/** + * Make the modal filter html + * + * @returns string + */ +function make_modal_body_filters() { + let str = filters + .map((val) => { + if (selected_filter == val.toLowerCase()) { + return `${val}`; + } else { + return `${val}`; + } + }) + .join(""); + + return ` +
      + Filters: + ${str} +
      `; +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Modal settings dialog +$(document).ready(function () { + var settings = $("#documenter-settings"); + $("#documenter-settings-button").click(function () { + settings.toggleClass("is-active"); + }); + // Close the dialog if X is clicked + $("#documenter-settings button.delete").click(function () { + settings.removeClass("is-active"); + }); + // Close dialog if ESC is pressed + $(document).keyup(function (e) { + if (e.keyCode == 27) settings.removeClass("is-active"); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +$(document).ready(function () { + let search_modal_header = ` +
      +
      +

      + + + + +

      +
      +
      + +
      +
      + `; + + let initial_search_body = ` +
      Type something to get started!
      + `; + + let search_modal_footer = ` +
      + + Ctrl + + / to search + + esc to close +
      + `; + + $(document.body).append( + ` + + ` + ); + + document.querySelector(".docs-search-query").addEventListener("click", () => { + openModal(); + }); + + document + .querySelector(".close-search-modal") + .addEventListener("click", () => { + closeModal(); + }); + + $(document).on("click", ".search-result-link", function () { + closeModal(); + }); + + document.addEventListener("keydown", (event) => { + if ((event.ctrlKey || event.metaKey) && event.key === "/") { + openModal(); + } else if (event.key === "Escape") { + closeModal(); + } + + return false; + }); + + // Functions to open and close a modal + function openModal() { + let searchModal = document.querySelector("#search-modal"); + + searchModal.classList.add("is-active"); + document.querySelector(".documenter-search-input").focus(); + } + + function closeModal() { + let searchModal = document.querySelector("#search-modal"); + let initial_search_body = ` +
      Type something to get started!
      + `; + + searchModal.classList.remove("is-active"); + document.querySelector(".documenter-search-input").blur(); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".documenter-search-input").val(""); + $(".search-modal-card-body").html(initial_search_body); + } + + document + .querySelector("#search-modal .modal-background") + .addEventListener("click", () => { + closeModal(); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function () { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button"); + sidebar_button.click(function (ev) { + ev.preventDefault(); + sidebar.toggleClass("visible"); + if (sidebar.hasClass("visible")) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind("click", function (ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass("visible")) { + sidebar.removeClass("visible"); + } + }); +}); + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function () { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css("max-width"), 10); + var L0 = e.width(); + if (L0 > L) { + var h0 = parseInt(e.css("font-size"), 10); + e.css("font-size", (L * h0) / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on("orientationchange", resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function () { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if (typeof active !== "undefined") { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Theme picker setup +$(document).ready(function () { + // onchange callback + $("#documenter-themepicker").change(function themepick_callback(ev) { + var themename = $("#documenter-themepicker option:selected").attr("value"); + if (themename === "auto") { + // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); + window.localStorage.removeItem("documenter-theme"); + } else { + // set_theme(themename); + window.localStorage.setItem("documenter-theme", themename); + } + // We re-use the global function from themeswap.js to actually do the swapping. + set_theme_from_local_storage(); + }); + + // Make sure that the themepicker displays the correct theme when the theme is retrieved + // from localStorage + if (typeof window.localStorage !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if (theme !== null) { + $("#documenter-themepicker option").each(function (i, e) { + e.selected = e.value === theme; + }); + } + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// update the version selector with info from the siteinfo.js and ../versions.js files +$(document).ready(function () { + // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the + // siteinfo.js file, we just return immediately and not display the version selector. + if ( + typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && + DOCUMENTER_VERSION_SELECTOR_DISABLED + ) { + return; + } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function (x) { + target_href = version_selector_select + .children("option:selected") + .get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if ( + typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && + $("#version-selector > option").length == 0 + ) { + var option = $( + "" + ); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== "undefined") { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function (i, x) { + return x.text; + }); + DOC_VERSIONS.forEach(function (each) { + var version_url = documenterBaseURL + "/../" + each + "/"; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $( + "" + ); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}); + +}) diff --git a/previews/PR27/assets/themes/documenter-dark.css b/previews/PR27/assets/themes/documenter-dark.css new file mode 100644 index 0000000..53889fb --- /dev/null +++ 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.is-active.file-cta,html.theme--documenter-dark .is-active.file-name,html.theme--documenter-dark .select select.is-active,html.theme--documenter-dark .is-active.textarea,html.theme--documenter-dark .is-active.input,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-active,html.theme--documenter-dark .is-active.button{outline:none}html.theme--documenter-dark .pagination-previous[disabled],html.theme--documenter-dark .pagination-next[disabled],html.theme--documenter-dark .pagination-link[disabled],html.theme--documenter-dark .pagination-ellipsis[disabled],html.theme--documenter-dark .file-cta[disabled],html.theme--documenter-dark .file-name[disabled],html.theme--documenter-dark .select select[disabled],html.theme--documenter-dark .textarea[disabled],html.theme--documenter-dark .input[disabled],html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input[disabled],html.theme--documenter-dark .button[disabled],fieldset[disabled] html.theme--documenter-dark .pagination-previous,html.theme--documenter-dark fieldset[disabled] .pagination-previous,fieldset[disabled] html.theme--documenter-dark .pagination-next,html.theme--documenter-dark fieldset[disabled] .pagination-next,fieldset[disabled] html.theme--documenter-dark .pagination-link,html.theme--documenter-dark fieldset[disabled] .pagination-link,fieldset[disabled] html.theme--documenter-dark .pagination-ellipsis,html.theme--documenter-dark fieldset[disabled] .pagination-ellipsis,fieldset[disabled] html.theme--documenter-dark .file-cta,html.theme--documenter-dark fieldset[disabled] .file-cta,fieldset[disabled] html.theme--documenter-dark .file-name,html.theme--documenter-dark fieldset[disabled] .file-name,fieldset[disabled] html.theme--documenter-dark .select select,fieldset[disabled] html.theme--documenter-dark .textarea,fieldset[disabled] html.theme--documenter-dark .input,fieldset[disabled] html.theme--documenter-dark #documenter .docs-sidebar 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.button.is-white.is-inverted.is-hovered{background-color:#000}html.theme--documenter-dark .button.is-white.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-white.is-inverted{background-color:#0a0a0a;border-color:transparent;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-white.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--documenter-dark .button.is-white.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-white.is-outlined:hover,html.theme--documenter-dark .button.is-white.is-outlined.is-hovered,html.theme--documenter-dark .button.is-white.is-outlined:focus,html.theme--documenter-dark .button.is-white.is-outlined.is-focused{background-color:#fff;border-color:#fff;color:#0a0a0a}html.theme--documenter-dark .button.is-white.is-outlined.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-white.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-white.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-white.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-white.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--documenter-dark .button.is-white.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-white.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-white.is-inverted.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--documenter-dark .button.is-white.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-white.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-white.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-white.is-inverted.is-outlined.is-focused{background-color:#0a0a0a;color:#fff}html.theme--documenter-dark .button.is-white.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-white.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-white.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-white.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-white.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-white.is-inverted.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--documenter-dark .button.is-black{background-color:#0a0a0a;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black:hover,html.theme--documenter-dark .button.is-black.is-hovered{background-color:#040404;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black:focus,html.theme--documenter-dark .button.is-black.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black:focus:not(:active),html.theme--documenter-dark .button.is-black.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(10,10,10,0.25)}html.theme--documenter-dark .button.is-black:active,html.theme--documenter-dark .button.is-black.is-active{background-color:#000;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black{background-color:#0a0a0a;border-color:#0a0a0a;box-shadow:none}html.theme--documenter-dark .button.is-black.is-inverted{background-color:#fff;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-inverted:hover,html.theme--documenter-dark .button.is-black.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-black.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-outlined:hover,html.theme--documenter-dark .button.is-black.is-outlined.is-hovered,html.theme--documenter-dark .button.is-black.is-outlined:focus,html.theme--documenter-dark .button.is-black.is-outlined.is-focused{background-color:#0a0a0a;border-color:#0a0a0a;color:#fff}html.theme--documenter-dark .button.is-black.is-outlined.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--documenter-dark .button.is-black.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-black.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-black.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-black.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-black.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-focused{background-color:#fff;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-light{background-color:#ecf0f1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:hover,html.theme--documenter-dark .button.is-light.is-hovered{background-color:#e5eaec;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:focus,html.theme--documenter-dark .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:focus:not(:active),html.theme--documenter-dark .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(236,240,241,0.25)}html.theme--documenter-dark .button.is-light:active,html.theme--documenter-dark .button.is-light.is-active{background-color:#dde4e6;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light{background-color:#ecf0f1;border-color:#ecf0f1;box-shadow:none}html.theme--documenter-dark .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted:hover,html.theme--documenter-dark .button.is-light.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--documenter-dark .button.is-light.is-outlined{background-color:transparent;border-color:#ecf0f1;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-outlined:hover,html.theme--documenter-dark .button.is-light.is-outlined.is-hovered,html.theme--documenter-dark .button.is-light.is-outlined:focus,html.theme--documenter-dark .button.is-light.is-outlined.is-focused{background-color:#ecf0f1;border-color:#ecf0f1;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-outlined.is-loading::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-light.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--documenter-dark .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-outlined{background-color:transparent;border-color:#ecf0f1;box-shadow:none;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-dark,html.theme--documenter-dark .content kbd.button{background-color:#282f2f;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:hover,html.theme--documenter-dark .content kbd.button:hover,html.theme--documenter-dark .button.is-dark.is-hovered,html.theme--documenter-dark .content kbd.button.is-hovered{background-color:#232829;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:focus,html.theme--documenter-dark .content kbd.button:focus,html.theme--documenter-dark .button.is-dark.is-focused,html.theme--documenter-dark .content kbd.button.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:focus:not(:active),html.theme--documenter-dark .content kbd.button:focus:not(:active),html.theme--documenter-dark .button.is-dark.is-focused:not(:active),html.theme--documenter-dark .content kbd.button.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(40,47,47,0.25)}html.theme--documenter-dark .button.is-dark:active,html.theme--documenter-dark .content kbd.button:active,html.theme--documenter-dark .button.is-dark.is-active,html.theme--documenter-dark .content kbd.button.is-active{background-color:#1d2122;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark[disabled],html.theme--documenter-dark .content kbd.button[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark,fieldset[disabled] html.theme--documenter-dark .content kbd.button{background-color:#282f2f;border-color:#282f2f;box-shadow:none}html.theme--documenter-dark .button.is-dark.is-inverted,html.theme--documenter-dark .content kbd.button.is-inverted{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted:hover,html.theme--documenter-dark .content kbd.button.is-inverted:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-dark.is-inverted[disabled],html.theme--documenter-dark .content kbd.button.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-inverted,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-loading::after,html.theme--documenter-dark .content kbd.button.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined,html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-outlined.is-focused{background-color:#282f2f;border-color:#282f2f;color:#fff}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-primary,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink{background-color:#375a7f;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:hover,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#335476;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:focus,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:focus,html.theme--documenter-dark .button.is-primary.is-focused,html.theme--documenter-dark .docstring>section>a.button.is-focused.docs-sourcelink{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:focus:not(:active),html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:focus:not(:active),html.theme--documenter-dark .button.is-primary.is-focused:not(:active),html.theme--documenter-dark .docstring>section>a.button.is-focused.docs-sourcelink:not(:active){box-shadow:0 0 0 0.125em rgba(55,90,127,0.25)}html.theme--documenter-dark .button.is-primary:active,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:active,html.theme--documenter-dark .button.is-primary.is-active,html.theme--documenter-dark .docstring>section>a.button.is-active.docs-sourcelink{background-color:#2f4d6d;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary[disabled],html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-primary,fieldset[disabled] html.theme--documenter-dark 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.button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning.is-outlined{background-color:transparent;border-color:#ad8100;box-shadow:none;color:#ad8100}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-focused{background-color:#fff;color:#ad8100}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ad8100 #ad8100 !important}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-warning.is-light{background-color:#fffaeb;color:#d19c00}html.theme--documenter-dark .button.is-warning.is-light:hover,html.theme--documenter-dark .button.is-warning.is-light.is-hovered{background-color:#fff7de;border-color:transparent;color:#d19c00}html.theme--documenter-dark .button.is-warning.is-light:active,html.theme--documenter-dark .button.is-warning.is-light.is-active{background-color:#fff3d1;border-color:transparent;color:#d19c00}html.theme--documenter-dark .button.is-danger{background-color:#9e1b0d;border-color:transparent;color:#fff}html.theme--documenter-dark 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.button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #9e1b0d #9e1b0d !important}html.theme--documenter-dark .button.is-danger.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-danger.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-danger.is-outlined{background-color:transparent;border-color:#9e1b0d;box-shadow:none;color:#9e1b0d}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#9e1b0d}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #9e1b0d #9e1b0d !important}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-danger.is-light{background-color:#fdeeec;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:hover,html.theme--documenter-dark .button.is-danger.is-light.is-hovered{background-color:#fce3e0;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:active,html.theme--documenter-dark .button.is-danger.is-light.is-active{background-color:#fcd8d5;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--documenter-dark .button.is-small:not(.is-rounded),html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--documenter-dark .button.is-normal{font-size:1rem}html.theme--documenter-dark .button.is-medium{font-size:1.25rem}html.theme--documenter-dark .button.is-large{font-size:1.5rem}html.theme--documenter-dark .button[disabled],fieldset[disabled] html.theme--documenter-dark .button{background-color:#8c9b9d;border-color:#5e6d6f;box-shadow:none;opacity:.5}html.theme--documenter-dark .button.is-fullwidth{display:flex;width:100%}html.theme--documenter-dark .button.is-loading{color:transparent !important;pointer-events:none}html.theme--documenter-dark .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--documenter-dark .button.is-static{background-color:#282f2f;border-color:#5e6d6f;color:#dbdee0;box-shadow:none;pointer-events:none}html.theme--documenter-dark .button.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--documenter-dark .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--documenter-dark .buttons .button{margin-bottom:0.5rem}html.theme--documenter-dark .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--documenter-dark .buttons:last-child{margin-bottom:-0.5rem}html.theme--documenter-dark .buttons:not(:last-child){margin-bottom:1rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--documenter-dark .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--documenter-dark .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--documenter-dark .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--documenter-dark .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--documenter-dark .buttons.has-addons .button:last-child{margin-right:0}html.theme--documenter-dark .buttons.has-addons .button:hover,html.theme--documenter-dark .buttons.has-addons .button.is-hovered{z-index:2}html.theme--documenter-dark .buttons.has-addons .button:focus,html.theme--documenter-dark .buttons.has-addons .button.is-focused,html.theme--documenter-dark .buttons.has-addons .button:active,html.theme--documenter-dark .buttons.has-addons .button.is-active,html.theme--documenter-dark .buttons.has-addons .button.is-selected{z-index:3}html.theme--documenter-dark .buttons.has-addons .button:focus:hover,html.theme--documenter-dark .buttons.has-addons .button.is-focused:hover,html.theme--documenter-dark .buttons.has-addons .button:active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--documenter-dark .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--documenter-dark .buttons.is-centered{justify-content:center}html.theme--documenter-dark .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--documenter-dark .buttons.is-right{justify-content:flex-end}html.theme--documenter-dark .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:1rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1.25rem}}html.theme--documenter-dark .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--documenter-dark .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--documenter-dark .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--documenter-dark .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--documenter-dark .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--documenter-dark .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--documenter-dark .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--documenter-dark .content li+li{margin-top:0.25em}html.theme--documenter-dark .content p:not(:last-child),html.theme--documenter-dark .content dl:not(:last-child),html.theme--documenter-dark .content ol:not(:last-child),html.theme--documenter-dark .content ul:not(:last-child),html.theme--documenter-dark .content blockquote:not(:last-child),html.theme--documenter-dark .content pre:not(:last-child),html.theme--documenter-dark .content table:not(:last-child){margin-bottom:1em}html.theme--documenter-dark .content h1,html.theme--documenter-dark .content h2,html.theme--documenter-dark .content h3,html.theme--documenter-dark .content h4,html.theme--documenter-dark .content h5,html.theme--documenter-dark .content h6{color:#f2f2f2;font-weight:600;line-height:1.125}html.theme--documenter-dark .content h1{font-size:2em;margin-bottom:0.5em}html.theme--documenter-dark .content h1:not(:first-child){margin-top:1em}html.theme--documenter-dark .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--documenter-dark .content h2:not(:first-child){margin-top:1.1428em}html.theme--documenter-dark .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--documenter-dark .content h3:not(:first-child){margin-top:1.3333em}html.theme--documenter-dark .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--documenter-dark .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--documenter-dark .content h6{font-size:1em;margin-bottom:1em}html.theme--documenter-dark .content blockquote{background-color:#282f2f;border-left:5px solid #5e6d6f;padding:1.25em 1.5em}html.theme--documenter-dark .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ol:not([type]){list-style-type:decimal}html.theme--documenter-dark .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--documenter-dark .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--documenter-dark .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--documenter-dark .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--documenter-dark .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--documenter-dark .content ul ul ul{list-style-type:square}html.theme--documenter-dark .content dd{margin-left:2em}html.theme--documenter-dark .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--documenter-dark .content figure:not(:first-child){margin-top:2em}html.theme--documenter-dark .content figure:not(:last-child){margin-bottom:2em}html.theme--documenter-dark .content figure img{display:inline-block}html.theme--documenter-dark .content figure figcaption{font-style:italic}html.theme--documenter-dark .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--documenter-dark .content sup,html.theme--documenter-dark .content sub{font-size:75%}html.theme--documenter-dark .content table{width:100%}html.theme--documenter-dark .content table td,html.theme--documenter-dark .content table th{border:1px solid #5e6d6f;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--documenter-dark .content table th{color:#f2f2f2}html.theme--documenter-dark .content table th:not([align]){text-align:inherit}html.theme--documenter-dark .content table thead td,html.theme--documenter-dark .content table thead th{border-width:0 0 2px;color:#f2f2f2}html.theme--documenter-dark .content table tfoot td,html.theme--documenter-dark .content table tfoot th{border-width:2px 0 0;color:#f2f2f2}html.theme--documenter-dark .content table tbody tr:last-child td,html.theme--documenter-dark .content table tbody tr:last-child th{border-bottom-width:0}html.theme--documenter-dark .content .tabs li+li{margin-top:0}html.theme--documenter-dark .content.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--documenter-dark .content.is-normal{font-size:1rem}html.theme--documenter-dark .content.is-medium{font-size:1.25rem}html.theme--documenter-dark .content.is-large{font-size:1.5rem}html.theme--documenter-dark .icon{align-items:center;display:inline-flex;justify-content:center;height:1.5rem;width:1.5rem}html.theme--documenter-dark .icon.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.icon{height:1rem;width:1rem}html.theme--documenter-dark .icon.is-medium{height:2rem;width:2rem}html.theme--documenter-dark .icon.is-large{height:3rem;width:3rem}html.theme--documenter-dark .icon-text{align-items:flex-start;color:inherit;display:inline-flex;flex-wrap:wrap;line-height:1.5rem;vertical-align:top}html.theme--documenter-dark .icon-text .icon{flex-grow:0;flex-shrink:0}html.theme--documenter-dark .icon-text .icon:not(:last-child){margin-right:.25em}html.theme--documenter-dark .icon-text .icon:not(:first-child){margin-left:.25em}html.theme--documenter-dark div.icon-text{display:flex}html.theme--documenter-dark .image,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img{display:block;position:relative}html.theme--documenter-dark .image img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img img{display:block;height:auto;width:100%}html.theme--documenter-dark .image img.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--documenter-dark .image.is-fullwidth,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--documenter-dark .image.is-square img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--documenter-dark .image.is-square .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--documenter-dark .image.is-1by1 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by1 img,html.theme--documenter-dark .image.is-1by1 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by1 .has-ratio,html.theme--documenter-dark .image.is-5by4 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-5by4 img,html.theme--documenter-dark .image.is-5by4 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-5by4 .has-ratio,html.theme--documenter-dark .image.is-4by3 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-4by3 img,html.theme--documenter-dark .image.is-4by3 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-4by3 .has-ratio,html.theme--documenter-dark .image.is-3by2 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by2 img,html.theme--documenter-dark .image.is-3by2 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by2 .has-ratio,html.theme--documenter-dark .image.is-5by3 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-5by3 img,html.theme--documenter-dark .image.is-5by3 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-5by3 .has-ratio,html.theme--documenter-dark .image.is-16by9 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-16by9 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+ Maintainer: @highlightjs/core-team + Website: https://highlightjs.org/ + License: see project LICENSE + Touched: 2021 +*/pre code.hljs{display:block;overflow-x:auto;padding:1em}code.hljs{padding:3px 5px}.hljs{background:#F3F3F3;color:#444}.hljs-comment{color:#697070}.hljs-tag,.hljs-punctuation{color:#444a}.hljs-tag .hljs-name,.hljs-tag .hljs-attr{color:#444}.hljs-keyword,.hljs-attribute,.hljs-selector-tag,.hljs-meta .hljs-keyword,.hljs-doctag,.hljs-name{font-weight:bold}.hljs-type,.hljs-string,.hljs-number,.hljs-selector-id,.hljs-selector-class,.hljs-quote,.hljs-template-tag,.hljs-deletion{color:#880000}.hljs-title,.hljs-section{color:#880000;font-weight:bold}.hljs-regexp,.hljs-symbol,.hljs-variable,.hljs-template-variable,.hljs-link,.hljs-selector-attr,.hljs-operator,.hljs-selector-pseudo{color:#ab5656}.hljs-literal{color:#695}.hljs-built_in,.hljs-bullet,.hljs-code,.hljs-addition{color:#397300}.hljs-meta{color:#1f7199}.hljs-meta .hljs-string{color:#38a}.hljs-emphasis{font-style:italic}.hljs-strong{font-weight:bold}.gap-4{gap:1rem} diff --git a/previews/PR27/assets/themeswap.js b/previews/PR27/assets/themeswap.js new file mode 100644 index 0000000..9f5eebe --- /dev/null +++ b/previews/PR27/assets/themeswap.js @@ -0,0 +1,84 @@ +// Small function to quickly swap out themes. Gets put into the tag.. +function set_theme_from_local_storage() { + // Initialize the theme to null, which means default + var theme = null; + // If the browser supports the localstorage and is not disabled then try to get the + // documenter theme + if (window.localStorage != null) { + // Get the user-picked theme from localStorage. May be `null`, which means the default + // theme. + theme = window.localStorage.getItem("documenter-theme"); + } + // Check if the users preference is for dark color scheme + var darkPreference = + window.matchMedia("(prefers-color-scheme: dark)").matches === true; + // Initialize a few variables for the loop: + // + // - active: will contain the index of the theme that should be active. Note that there + // is no guarantee that localStorage contains sane values. If `active` stays `null` + // we either could not find the theme or it is the default (primary) theme anyway. + // Either way, we then need to stick to the primary theme. + // + // - disabled: style sheets that should be disabled (i.e. all the theme style sheets + // that are not the currently active theme) + var active = null; + var disabled = []; + var primaryLightTheme = null; + var primaryDarkTheme = null; + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // To distinguish the default (primary) theme, it needs to have the data-theme-primary + // attribute set. + if (ss.ownerNode.getAttribute("data-theme-primary") !== null) { + primaryLightTheme = themename; + } + // Check if the theme is primary dark theme so that we could store its name in darkTheme + if (ss.ownerNode.getAttribute("data-theme-primary-dark") !== null) { + primaryDarkTheme = themename; + } + // If we find a matching theme (and it's not the default), we'll set active to non-null + if (themename === theme) active = i; + // Store the style sheets of inactive themes so that we could disable them + if (themename !== theme) disabled.push(ss); + } + var activeTheme = null; + if (active !== null) { + // If we did find an active theme, we'll (1) add the theme--$(theme) class to + document.getElementsByTagName("html")[0].className = "theme--" + theme; + activeTheme = theme; + } else { + // If we did _not_ find an active theme, then we need to fall back to the primary theme + // which can either be dark or light, depending on the user's OS preference. + var activeTheme = darkPreference ? primaryDarkTheme : primaryLightTheme; + // In case it somehow happens that the relevant primary theme was not found in the + // preceding loop, we abort without doing anything. + if (activeTheme === null) { + console.error("Unable to determine primary theme."); + return; + } + // When switching to the primary light theme, then we must not have a class name + // for the tag. That's only for non-primary or the primary dark theme. + if (darkPreference) { + document.getElementsByTagName("html")[0].className = + "theme--" + activeTheme; + } else { + document.getElementsByTagName("html")[0].className = ""; + } + } + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // we'll disable all the stylesheets, except for the active one + ss.disabled = !(themename == activeTheme); + } +} +set_theme_from_local_storage(); diff --git a/previews/PR27/assets/warner.js b/previews/PR27/assets/warner.js new file mode 100644 index 0000000..3f6f5d0 --- /dev/null +++ b/previews/PR27/assets/warner.js @@ -0,0 +1,52 @@ +function maybeAddWarning() { + // DOCUMENTER_NEWEST is defined in versions.js, DOCUMENTER_CURRENT_VERSION and DOCUMENTER_STABLE + // in siteinfo.js. + // If either of these are undefined something went horribly wrong, so we abort. + if ( + window.DOCUMENTER_NEWEST === undefined || + window.DOCUMENTER_CURRENT_VERSION === undefined || + window.DOCUMENTER_STABLE === undefined + ) { + return; + } + + // Current version is not a version number, so we can't tell if it's the newest version. 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      GitHub
      diff --git a/previews/PR27/library/function_index/index.html b/previews/PR27/library/function_index/index.html new file mode 100644 index 0000000..bee8198 --- /dev/null +++ b/previews/PR27/library/function_index/index.html @@ -0,0 +1,2 @@ + +Function index · ClimaOceanBiogeochemistry.jl
      GitHub

      Index

      diff --git a/previews/PR27/library/internals/index.html b/previews/PR27/library/internals/index.html new file mode 100644 index 0000000..86f03db --- /dev/null +++ b/previews/PR27/library/internals/index.html @@ -0,0 +1,40 @@ + +Private · ClimaOceanBiogeochemistry.jl
      GitHub

      Private types and functions

      Documentation for ClimaOceanBiogeochemistry.jl's internal interface.

      ClimaOceanBiogeochemistry

      ClimaOceanBiogeochemistry.CarbonAlkalinityNutrients — Method
      CarbonAlkalinityNutrients(; reference_density                           = 1024,
+                            maximum_net_community_production_rate       = 1 / day,
+                            phosphate_half_saturation                   = 1e-7 * reference_density,
+                            nitrate_half_saturation                     = 1.6e-6 * reference_density,
+                            iron_half_saturation                        = 1e-10 * reference_density,
+                            PAR_half_saturation                         = 10.0,
+                            PAR_attenuation_scale                       = 25.0,
+                            fraction_of_particulate_export              = 0.33
+                            dissolved_organic_phosphate_remin_timescale = 1 / 30day,
+                            stoichoimetric_ratio_carbon_to_phosphate    = 106.0
+                            stoichoimetric_ratio_nitrate_to_phosphate   = 16.0
+                            stoichoimetric_ratio_phosphate_to_oxygen    = 170.0,
+                            stoichoimetric_ratio_phosphate_to_iron      = 4.68e-4
+                            stoichoimetric_ratio_carbon_to_nitrate      = 106 / 16
+                            stoichoimetric_ratio_carbon_to_oxygen       = 106 / 170,
+                            stoichoimetric_ratio_carbon_to_iron         = 106 / 1.e-3
+                            stoichoimetric_ratio_silicate_to_phosphate  = 15.0
+                            rain_ratio_inorganic_to_organic_carbon      = 1e-1
+                            martin_curve_exponent                       = 0.84,
+                            iron_scavenging_rate                        = 5e-4 / day,
+                            ligand_concentration                        = 1e-9 * reference_density,
+                            ligand_stability_coefficient                = 1e8)

      Return a six-tracer biogeochemistry model for the interaction of carbon, alkalinity, and nutrients.

      Keyword Arguments

      Tracer names

      • DIC: Dissolved Inorganic Carbon

      • Alk: Alkalinity

      • PO₄: Phosphate (macronutrient)

      • NO₃: Nitrate (macronutrient)

      • DOP: Dissolved Organic Phosphate (macronutrient)

      • Fe: Dissolved Iron (micronutrient)

      Biogeochemical functions

      • transitions for DIC, Alk, PO₄, NO₃, DOP, and Fe

      • biogeochemical_drift_velocity for D, modeling the sinking of detritus at a constant detritus_sinking_speed.

      source
      ClimaOceanBiogeochemistry.NutrientsPlanktonBacteriaDetritus — Method
      NutrientsPlanktonBacteriaDetritus(; grid,
+                                    maximum_plankton_growth_rate = 1/day,
+                                    maximum_bacteria_growth_rate = 1/day
+                                    maximum_grazing_rate         = 3/day
+                                    bacteria_yield               = 0.2
+                                    zooplankton_yield            = 0.3
+                                    linear_remineralization_rate = 0.03/day,
+                                    linear_mortality_rate        = 0.01/day,
+                                    quadratic_mortality_rate     = 0.1/day,
+                                    quadratic_mortality_rate_Z   = 1/day,
+                                    nutrient_half_saturation     = 0.1,
+                                    detritus_half_saturation     = 0.1,
+                                    grazing_half_saturation      = 3.0,
+                                    PAR_half_saturation          = 10.0,
+                                    PAR_attenuation_scale        = 25.0,
+                                    detritus_vertical_velocity   = -10/day)

      Return a six-tracer biogeochemistry model for the interaction of nutrients (N), phytoplankton (P), zooplankton(Z), bacteria (B), dissolved detritus (D1), and particulate detritus (D2).

      Keyword Arguments

      • grid (required): An Oceananigans' grid.

      • maximum_plankton_growth_rate: (s⁻¹) Growth rate of plankton P unlimited by the availability of nutrients and light. Default: 1/day.

      • maximum_bacteria_growth_rate: (s⁻¹) Growth rate of plankton B unlimited by the availability of nutrients and light. Default = 0.5/day.

      • maximum_grazing_rate: (s⁻¹) Maximum grazing rate of phytoplankton by zooplankton.

      • bacteria_yield: Determines fractional nutrient production by bacteria production relative to consumption of detritus such that $∂_t N / ∂_t D = 1 - y$, where y = bacteria_yield. Default: 0.2.

      • linear_remineralization_rate: (s⁻¹) Remineralization rate constant of detritus 'D', assuming linear remineralization of 'D', while implicitly modeling bacteria 'B'. Default = 0.3/day.

      • linear_mortality_rate: (s⁻¹) Linear term of the mortality rate of both plankton and bacteria.

      • quadratic_mortality_rate: (s⁻¹) Quadratic term of the mortality rate of both plankton and bacteria.

      • nutrient_half_saturation: (mmol m⁻³) Half-saturation of nutrients for plankton production.

      • detritus_half_saturation: (mmol m⁻³) Half-saturation of nutrients for bacteria production. Default = 10.0 mmol m⁻³.

      • phytoplankton_half_saturation: (mmol m⁻³) Half-saturation of phytoplankton for zooplankton production.

      • zooplankton_assimilation: Fractional assimilation efficiency for zooplankton.

      • PAR_half_saturation: (W m⁻²) Half-saturation of photosynthetically available radiation (PAR) for plankton production.

      • PAR_attenuation_scale: (m) Depth scale over which photosynthetically available radiation (PAR) attenuates exponentially.

      • detritus_sinking_speed: (m s⁻¹) Sinking velocity of particulate detritus.

      Tracer names

      • N: nutrients

      • P: phytoplankton

      • Z: zooplankton

      • B: bacteria

      • D1: detritus 1 - dissolved

      • D2: detritus 2 - particulate

      Biogeochemical functions

      • transitions for N, P, Z, B, D1, D2

      • biogeochemical_drift_velocity for D2, modeling the sinking of detritus at a constant detritus_sinking_speed.

      source
      ClimaOceanBiogeochemistry.iron_scavenging — Method

      Iron scavenging should depend on free iron, involves solving a quadratic equation in terms of ligand concentration and stability coefficient, but this is a simple first order approximation.

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fˢⁱᵗₖ₁ — Function
      Fˢⁱᵗₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pˢⁱᵗₖ₁)

      Return the first dissociation constant of silicic acid (H4SiO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pˢⁱᵗₖ₁.

      References: Yao and Millero (1995) cited by Millero (1995) pH scale : SWS (according to Dickson et al, 2007) Note : No pressure correction available Note : converted here from mol/kg-H2O to mol/kg-sw

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ˢₖ₁ — Function
      Fᴴ²ˢₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴ²ˢₖ₁)

      Return the dissociation constant of hydrogen sulfide in sea-water, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴ²ˢₖ₁.

      References: Millero et al. (1988) (cited by Millero (1995) Millero (1995) for pressure correction pH scale : - SWS (according to Yao and Millero, 1995, p. 82: "refitted if necessary") - Total (according to Lewis and Wallace, 1998) Note : we stick to SWS here for the time being Note : the fits from Millero (1995) and Yao and Millero (1995) derive from Millero et al. (1988), with all the coefficients multiplied by -ln(10)

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ᴼₖ₁ — Function
      Fᴴ²ᴼₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴ²ᴼₖ₁)

      Return dissociation constant of water in (mol/kg-SW)^2, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴ²ᴼₖ₁.

      References: Millero (1995) for value at p_bar = 0 Millero (pers. comm. 1996) for pressure correction pH scale : SWS

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴˢᴼ⁴ₖ₁ — Function
      Fᴴˢᴼ⁴ₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴˢᴼ⁴ₖ₁)

      Return the dissociation constant of hydrogen sulfate (bisulfate) , given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴˢᴼ⁴ₖ₁.

      References: Dickson (1990) – also Handbook (2007) Millero (1995) for pressure correction pH scale : free Note : converted here from mol/kg-H2O to mol/kg-SW

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠᵦ₁ — Function
      Fᴴᶠᵦ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴᶠᵦ₁)

      Return the association constant of HF in (mol/kg-SW)^-1, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴᶠᵦ₁.

      HF <-> H⁺ + F⁻

      References: Dickson and Riley (1979) Millero (1995) for pressure correction pH scale : free Note : converted here from mol/kg-H2O to mol/kg-SW

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠₖ₁ — Function
      Fᴴᶠₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴᶠₖ₁)

      Return the dissociation constant for hydrogen fluoride in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴᶠₖ₁.

      HF <-> H⁺ + F⁻

      References: Perez and Fraga (1987) Millero (1995) for pressure correction pH scale : Total (according to Handbook, 2007

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴺᴴ⁴ₖ₁ — Function
      Fᴺᴴ⁴ₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴺᴴ⁴ₖ₁)

      Return the dissociation constant of ammonium in sea-water [mol/kg-SW], given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴺᴴ⁴ₖ₁.

      References: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₁ — Function
      Fᴾᴼ⁴ₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴾᴼ⁴ₖ₁)

      Return the first dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₁.

      References: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₂ — Function
      Fᴾᴼ⁴ₖ₂(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴾᴼ⁴ₖ₂)

      Return the second dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₂.

      References: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₃ — Function
      Fᴾᴼ⁴ₖ₃(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴾᴼ⁴ₖ₃)

      Return the third dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₃.

      References: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ — Function
      Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ)

      Return stoichiometric solubility product, Ω, of aragonite in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ.

      References: Mucci (1983) Millero (1979) for pressure correction pH scale : N/A Units : (mol/kg-SW)^2

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵇₖ₁ — Function
      Fᵇₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴮₖ₁)

      Return boric acid dissociation constant in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴮₖ₁.

      References: Dickson (1990, eq. 23) – also Handbook (2007, eq. 37) Millero (1979) pressure correction pH scale : total

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₀ — Function
      Fᵈⁱᶜₖ₀(Θᴷ, Sᵖ, Pᵈⁱᶜₖ₀)

      Return hydration constant of CO₂ in (mol/kg-SW)/atm given temperature in K, Θᴷ, practical salinity, Sᵖ, and coefficients, Pᵈⁱᶜₖ₀.

      CO₂ + H₂O <-> H₂CO₃

      References: Weiss (1979) pH scale : N/A Note : currently no pressure correction

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ᵣ₉₃ — Function
      Fᵈⁱᶜₖ₁ᵣ₉₃(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₁ᵣ₉₃)

      Return the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ᵣ₉₃.

      H₂CO₃ <-> HCO₃⁻ + H⁺

      References: Roy et al. (1993) – also Handbook (1994) Millero (1979) pressure correction pH scale : Total Valid range: T: 0-45 S: 5-45. Note : converted here from mol/kg-H2O to mol/kg-SW

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₗ₀₀ — Function
      Fᵈⁱᶜₖ₁ₗ₀₀(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₁ₗ₀₀)

      Return the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ₗ₀₀.

      H₂CO₃ <-> HCO₃⁻ + H⁺

      References: Luecker et al. (2000) – also Handbook (2007) Millero (1979) pressure correction pH scale: Total

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₘ₉₅ — Function
      Fᵈⁱᶜₖ₁ₘ₉₅(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₁ₘ₉₅)

      Return the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ₘ₉₅.

      H₂CO₃ <-> HCO₃⁻ + H⁺

      References: Millero (1995, eq 50 – ln K1(COM)) Millero (1982) pressure correction pH scale: SWS

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ᵣ₉₃ — Function
      Fᵈⁱᶜₖ₂ᵣ₉₃(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₂ᵣ₉₃)

      Return the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ᵣ₉₃.

      HCO₃⁻ <-> CO₃²⁻ + H⁺

      References: Roy et al. (1993) – also Handbook (1994) Millero (1979) pressure correction pH scale : Total Valid range: T: 0-45 S: 5-45. Note : converted here from mol/kg-H2O to mol/kg-SW

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₗ₀₀ — Function
      Fᵈⁱᶜₖ₂ₗ₀₀(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₂ₗ₀₀)

      Return the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ₗ₀₀.

      HCO₃⁻ <-> CO₃²⁻ + H⁺

      References: Luecker et al. (2000) – also Handbook (2007) Millero (1979) pressure correction pH scale: Total

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₘ₉₅ — Function
      Fᵈⁱᶜₖ₂ₘ₉₅(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₂ₘ₉₅)

      Return the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ₘ₉₅.

      HCO₃⁻ <-> CO₃²⁻ + H⁺

      References: Millero (1995, eq 51 – ln K2(COM)) Millero (1979) pressure correction pH scale: SWS

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᶜᵃˡᶜⁱᵗᵉₛₚ — Function
      Fᶜᵃˡᶜⁱᵗᵉₛₚ(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᶜᵃˡᶜⁱᵗᵉₛₚ)

      Return the stoichiometric solubility product of calcite, Ω, in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᶜᵃˡᶜⁱᵗᵉₛₚ

      References: Mucci (1983) Millero (1995) for pressure correction pH scale : N/A Units : (mol/kg-SW)^2

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.H₂Oˢʷ — Function
      H₂Oˢʷ(Sᵖ, Pᴴ²⁰ˢʷ)

      Return the mass of pure water in one kg of seawater of practical salinity, Sᵖ. References: "libthdyct" – derived by Munhoven (1997) from data by Millero (1982) "Handbook (2007)" – Handbook (2007) pH scale: N/A

      source
      ClimaOceanBiogeochemistry.CarbonSystemSolvers.μₛ — Function
      μₛ(Sᵖ)

      Return ionic strength in mol/kg-SW, for given practical salinity, Sᵖ. References: "libthdyct" – derived by Munhoven (1997) from data by Millero (1982) "Handbook (2007)" – Handbook (2007) pH scale: N/A

      source
      diff --git a/previews/PR27/library/outline/index.html b/previews/PR27/library/outline/index.html new file mode 100644 index 0000000..e548f64 --- /dev/null +++ b/previews/PR27/library/outline/index.html @@ -0,0 +1,2 @@ + +Contents · ClimaOceanBiogeochemistry.jl diff --git a/previews/PR27/library/public/index.html b/previews/PR27/library/public/index.html new file mode 100644 index 0000000..e8bd75d --- /dev/null +++ b/previews/PR27/library/public/index.html @@ -0,0 +1,30 @@ + +Public · ClimaOceanBiogeochemistry.jl
      GitHub

      Public Documentation

      Documentation for ClimaOceanBiogeochemistry.jl's public interface.

      See the Internals section of the manual for internal package docs covering all submodules.

      ClimaOceanBiogeochemistry

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--git a/previews/PR27/literated/single_column_carbon_alkalinity_nutrients/index.html b/previews/PR27/literated/single_column_carbon_alkalinity_nutrients/index.html new file mode 100644 index 0000000..e6df4b4 --- /dev/null +++ b/previews/PR27/literated/single_column_carbon_alkalinity_nutrients/index.html @@ -0,0 +1,290 @@ + +Single column carbon, alkalinity, nutrients · ClimaOceanBiogeochemistry.jl
        GitHub

        Nutrients, plankton, bacteria, detritus

        This example illustrates how to use ClimaOceanBiogeochemistry's CarbonAlkalinityNutrients model in a single column context.

        using ClimaOceanBiogeochemistry: CarbonAlkalinityNutrients
+
+using Oceananigans
+using Oceananigans.Units
+using Oceananigans.TurbulenceClosures: CATKEVerticalDiffusivity
+
+using Printf
+using CairoMakie

        A single column grid

        We set up a single column grid with 4 m grid spacing that's 256 m deep:

        grid = RectilinearGrid(size = 64,
+                       z = (-256meters, 0),
+                       topology = (Flat, Flat, Bounded))
        1×1×64 RectilinearGrid{Float64, Oceananigans.Grids.Flat, Oceananigans.Grids.Flat, Oceananigans.Grids.Bounded} on Oceananigans.Architectures.CPU with 0×0×3 halo
+├── Flat x
+├── Flat y
+└── Bounded  z ∈ [-256.0, 0.0]    regularly spaced with Δz=4.0

        Convection then quiet

        To illustrate the dynamics of CarbonAlkalinityNutrients, we set up a physical scenario in which strong convection drives turbulent mixing for 4 days, and then abruptly shuts off. Once the convective turbulence dies down, plankton start to grow.

        Qᵇ(t) = ifelse(t < 4days, 1e-7, 0.0)
+b_bcs = FieldBoundaryConditions(top = FluxBoundaryCondition(Qᵇ))
        Oceananigans.FieldBoundaryConditions, with boundary conditions
+├── west: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── east: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── south: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── north: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── bottom: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)
+├── top: FluxBoundaryCondition: ContinuousBoundaryFunction Qᵇ at (Nothing, Nothing, Nothing)
+└── immersed: DefaultBoundaryCondition (FluxBoundaryCondition: Nothing)

        We put the pieces together. The important line here is biogeochemistry = CarbonAlkalinityNutrients(). We use all default parameters.

        model = HydrostaticFreeSurfaceModel(; grid,
+                                    biogeochemistry = CarbonAlkalinityNutrients(),
+                                    closure = CATKEVerticalDiffusivity(),
+                                    tracers = (:b, :e),
+                                    buoyancy = BuoyancyTracer(),
+                                    boundary_conditions = (; b=b_bcs))
        HydrostaticFreeSurfaceModel{CPU, RectilinearGrid}(time = 0 seconds, iteration = 0)
+├── grid: 1×1×64 RectilinearGrid{Float64, Oceananigans.Grids.Flat, Oceananigans.Grids.Flat, Oceananigans.Grids.Bounded} on Oceananigans.Architectures.CPU with 0×0×3 halo
+├── timestepper: QuasiAdamsBashforth2TimeStepper
+├── tracers: (b, e, DIC, Alk, PO₄, NO₃, DOP, Fe)
+├── closure: CATKEVerticalDiffusivity{VerticallyImplicitTimeDiscretization}
+├── buoyancy: Oceananigans.BuoyancyModels.BuoyancyTracer with ĝ = NegativeZDirection()
+├── advection scheme: 
+│   ├── momentum: Centered reconstruction order 2
+│   ├── b: Nothing
+│   ├── e: Nothing
+│   ├── DIC: Nothing
+│   ├── Alk: Nothing
+│   ├── PO₄: Nothing
+│   ├── NO₃: Nothing
+│   ├── DOP: Nothing
+│   └── Fe: Nothing
+└── coriolis: Nothing

        Initial conditions

        We initialize the model with reasonable nutrients, detritus, and a nutrient mixed layer.

        N₀ = 1e-1 # Surface nutrient concentration
+D₀ = 1e-1 # Surface detritus concentration
+dᴺ = 50.0 # Nutrient mixed layer depth
+N² = 1e-5 # Buoyancy gradient, s⁻²
+
+bᵢ(z) = N² * z
+Nᵢ(z) = N₀ * max(1, exp(-(z + dᴺ) / 100))
+Dᵢ(z) = D₀ * exp(z / 10)
        Dᵢ (generic function with 1 method)

        set!(model, b=bᵢ, P=1e-1, B=1e-1, D=Dᵢ, N=Nᵢ, e=1e-6)

        set!(model, b=bᵢ, e=1e-6)

        A simulation of physical-biological interaction

        We construct a simple simulation that emits a message every 10 iterations and outputs tracer fields.

        simulation = Simulation(model, Δt=10minutes, stop_time=12days)
+
+progress(sim) = @printf("Iteration: %d, time: %s\n", iteration(sim), prettytime(sim))
+simulation.callbacks[:progress] = Callback(progress, IterationInterval(10))
+
+filename = "single_column_carbon_alkalinity_nutrients.jld2"
+
+simulation.output_writers[:fields] = JLD2OutputWriter(model, model.tracers;
+                                                      filename,
+                                                      schedule = TimeInterval(20minutes),
+                                                      overwrite_existing = true)
+
+run!(simulation)
        [ Info: Initializing simulation...
+Iteration: 0, time: 0 seconds
+[ Info:     ... simulation initialization complete (2.591 seconds)
+[ Info: Executing initial time step...
+[ Info:     ... initial time step complete (29.959 seconds).
+Iteration: 10, time: 1.667 hours
+Iteration: 20, time: 3.333 hours
+Iteration: 30, time: 5 hours
+Iteration: 40, time: 6.667 hours
+Iteration: 50, time: 8.333 hours
+Iteration: 60, time: 10 hours
+Iteration: 70, time: 11.667 hours
+Iteration: 80, time: 13.333 hours
+Iteration: 90, time: 15 hours
+Iteration: 100, time: 16.667 hours
+Iteration: 110, time: 18.333 hours
+Iteration: 120, time: 20 hours
+Iteration: 130, time: 21.667 hours
+Iteration: 140, time: 23.333 hours
+Iteration: 150, time: 1.042 days
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+Iteration: 1440, time: 10 days
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+Iteration: 1460, time: 10.139 days
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+Iteration: 1500, time: 10.417 days
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+Iteration: 1530, time: 10.625 days
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+Iteration: 1570, time: 10.903 days
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+Iteration: 1590, time: 11.042 days
+Iteration: 1600, time: 11.111 days
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+Iteration: 1620, time: 11.250 days
+Iteration: 1630, time: 11.319 days
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+Iteration: 1660, time: 11.528 days
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+Iteration: 1680, time: 11.667 days
+Iteration: 1690, time: 11.736 days
+Iteration: 1700, time: 11.806 days
+Iteration: 1710, time: 11.875 days
+Iteration: 1720, time: 11.944 days
+[ Info: Simulation is stopping after running for 39.884 seconds.
+[ Info: Simulation time 12 days equals or exceeds stop time 12 days.

        Visualization

        All that's left is to visualize the results.

        bt   = FieldTimeSeries(filename, "b")
+et   = FieldTimeSeries(filename, "e")
+DICt = FieldTimeSeries(filename, "DIC")
+Alkt = FieldTimeSeries(filename, "Alk")
+PO₄t = FieldTimeSeries(filename, "PO₄")
+NO₃t = FieldTimeSeries(filename, "NO₃")
+DOPt = FieldTimeSeries(filename, "DOP")
+Fet  = FieldTimeSeries(filename, "Fe")
+
+t = bt.times
+nt = length(t)
+z = znodes(bt)
+
+fig = Figure(size=(1200, 600))
+
+axb = Axis(fig[1, 1], xlabel="Buoyancy (m² s⁻³)", ylabel="z (m)")
+axe = Axis(fig[1, 2], xlabel="Turbulent kinetic energy (m² s²)")
+axP = Axis(fig[1, 3], xlabel="Concentration (mmol)")
+axN = Axis(fig[1, 4], xlabel="Nutrient concentration (mmol)")
+
+xlims!(axe, -1e-5, 1e-3)
+xlims!(axP, 0, 0.2)
+
+slider = Slider(fig[2, 1:4], range=1:nt, startvalue=1)
+n = slider.value
+
+title = @lift @sprintf("Convecting plankton at t = %d hours", t[$n] / hour)
+Label(fig[0, 1:4], title)
+
+bn = @lift interior(bt[$n], 1, 1, :)
+en = @lift interior(et[$n], 1, 1, :)
+DICn = @lift interior(DICt[$n], 1, 1, :)
+Alkn = @lift interior(Alkt[$n], 1, 1, :)
+PO₄n = @lift interior(PO₄t[$n], 1, 1, :)
+NO₃n = @lift interior(NO₃t[$n], 1, 1, :)
+DOPn = @lift interior(DOPt[$n], 1, 1, :)
+Fen  = @lift interior(Fet[$n], 1, 1, :)
+
+lines!(axb, bn, z)
+lines!(axe, en, z)
+
+lines!(axP, DICn, z, label="DIC")
+lines!(axP, PO₄n, z, label="Phosphate")
+lines!(axP, Fen, z, label="Iron")
+axislegend(axP)
+
+lines!(axN, DOPn, z)
+
+record(fig, "carbon_alkalinity_nutrients.mp4", 1:nt, framerate=24) do nn
+    n[] = nn
+end

        This page was generated using Literate.jl.

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z+Ew+3nQ68;76AbX&>>)&Bn|PG< z^krrm5iG@fjg*A$!XcJi2qC}1@f7iu zuqqHso|D6~zOs#pjJOLZhS2;Xm5{_Y(fn*S{r8!_w*`(uCX)fyxi3G{;M__ht;-p% zw)J}2WFH&NOD>@0^)SRhOnC`^BCoNrF}w)ZSj&W+2|B+2ra#!aWBX1!-5+Em<#Nm2 zPywL6((sp~p(l`9RF$aUpt)4}qn2pDO)Yz!i_WGSiLk|h9t+p-V_jX{Pyj8Bx08P$ z!@3PL64(imo0Eel>hfdG<2IgySaRkqb+wRn|8wufUXB0D5=Mk>6W#y+jsIht^Z(TI bc)PZ4i)Esyv4tQf@d>rnPpB2B*k1i#`#GGa literal 0 HcmV?d00001 diff --git a/previews/PR27/literated/single_column_nutrients_plankton_bacteria_detritus/index.html b/previews/PR27/literated/single_column_nutrients_plankton_bacteria_detritus/index.html new file mode 100644 index 0000000..0c1efeb --- /dev/null +++ b/previews/PR27/literated/single_column_nutrients_plankton_bacteria_detritus/index.html @@ -0,0 +1,870 @@ + +Single column nutrients, plankton, bacteria, detritus · ClimaOceanBiogeochemistry.jl
        GitHub

        Nutrients, plankton, bacteria, detritus

        This example illustrates how to use ClimaOceanBiogeochemistry's NutrientsPlanktonBacteriaDetrius model in a single column context.

        using ClimaOceanBiogeochemistry: NutrientsPlanktonBacteriaDetritus
+
+using Oceananigans
+using Oceananigans.Units
+
+using Printf
+using CairoMakie

        A single column grid

        We set up a single column grid whose depth is H and with Nz points

        H = 1000meters
+z = (-H, 0)
+Nz = 100
+
+grid = RectilinearGrid(size = Nz; z, topology = (Flat, Flat, Bounded))
        1×1×100 RectilinearGrid{Float64, Oceananigans.Grids.Flat, Oceananigans.Grids.Flat, Oceananigans.Grids.Bounded} on Oceananigans.Architectures.CPU with 0×0×3 halo
+├── Flat x
+├── Flat y
+└── Bounded  z ∈ [-1000.0, 0.0]   regularly spaced with Δz=10.0

        A prescribed vertical tracer diffusivity

        We define a tracer diffusivity that mixes a lot near the surface (in the top 50 m), and less down below.

        @inline κ(z, t) = 1e-4 + 1e-2 * exp(z / 25) + 1e-2 * exp(-(z + 1000) / 50)
+vertical_diffusion = VerticalScalarDiffusivity(; κ)
        VerticalScalarDiffusivity{ExplicitTimeDiscretization}(ν=0.0, κ=κ (generic function with 1 method))

        We put the pieces together. The important line here is biogeochemistry = NutrientsPlanktonBacteriaDetritus(; grid). We use all default parameters.

        model = HydrostaticFreeSurfaceModel(; grid,
+                                    velocities = PrescribedVelocityFields(),
+                                    biogeochemistry = NutrientsPlanktonBacteriaDetritus(; grid),
+                                    tracers = (:N, :P, :Z, :B, :D1, :D2),
+                                    tracer_advection = WENO(),
+                                    buoyancy = nothing,
+                                    closure = vertical_diffusion)
        HydrostaticFreeSurfaceModel{CPU, RectilinearGrid}(time = 0 seconds, iteration = 0)
+├── grid: 1×1×100 RectilinearGrid{Float64, Oceananigans.Grids.Flat, Oceananigans.Grids.Flat, Oceananigans.Grids.Bounded} on Oceananigans.Architectures.CPU with 0×0×3 halo
+├── timestepper: QuasiAdamsBashforth2TimeStepper
+├── tracers: (N, P, Z, B, D1, D2)
+├── closure: VerticalScalarDiffusivity{ExplicitTimeDiscretization}(ν=0.0, κ=(N=κ (generic function with 1 method), P=κ (generic function with 1 method), Z=κ (generic function with 1 method), B=κ (generic function with 1 method), D1=κ (generic function with 1 method), D2=κ (generic function with 1 method)))
+├── buoyancy: Nothing
+├── advection scheme: 
+│   ├── momentum: Centered reconstruction order 2
+│   ├── N: Nothing
+│   ├── P: Nothing
+│   ├── Z: Nothing
+│   ├── B: Nothing
+│   ├── D1: Nothing
+│   └── D2: Nothing
+└── coriolis: Nothing

        Initial conditions

        We initialize the model with reasonable nutrients, detritus, and a nutrient mixed layer.

        set!(model, N=3, P=1e-1, Z=1e-1, B=1e-1, D1=8e-2, D2=2e-2)
+
+simulation = Simulation(model, Δt=30minutes, stop_time=100days)
+
+function progress(sim)
+    @printf("Iteration: %d, time: %s, total(N): %.2e \n",
+            iteration(sim), prettytime(sim),
+            sum(model.tracers.N) + sum(model.tracers.P) + sum(model.tracers.B) + sum(model.tracers.D1) + sum(model.tracers.D2))
+    return nothing
+end
+
+simulation.callbacks[:progress] = Callback(progress, IterationInterval(10))
        Callback of progress on IterationInterval(10)

        Let's see the initial condition

        N = model.tracers.N
+P = model.tracers.P
+Z = model.tracers.Z
+B = model.tracers.B
+D1 = model.tracers.D1
+D2 = model.tracers.D2
+
+z = znodes(N)
+
+fig = Figure(size=(1200, 600))
+
+axN  = Axis(fig[1, 1], xlabel="Nutrient concentration (N)", ylabel="z (m)")
+axP  = Axis(fig[1, 2], xlabel="Phytoplankton concentration (P)")
+axZ  = Axis(fig[1, 3], xlabel="Zooplankton concentration (Z)")
+axB  = Axis(fig[1, 4], xlabel="Bacteria concentration (B)")
+axD1 = Axis(fig[1, 5], xlabel="Detritus concentration (D1)")
+axD2 = Axis(fig[1, 6], xlabel="Detritus concentration (D2)")
+
+lines!(axN, interior(N, 1, 1, :), z)
+lines!(axP, interior(P, 1, 1, :), z)
+lines!(axZ, interior(Z, 1, 1, :), z)
+lines!(axB, interior(B, 1, 1, :), z)
+lines!(axD1, interior(D1, 1, 1, :), z)
+lines!(axD2, interior(D2, 1, 1, :), z)
+
+current_figure()
        Example block output

        Now we add an output writer to the simulation and run the simulation.

        filename = "nutrients_plankton_bacteria_detritus.jld2"
+
+simulation.output_writers[:fields] = JLD2OutputWriter(model, model.tracers;
+                                                      filename,
+                                                      schedule = TimeInterval(1day),
+                                                      overwrite_existing = true)
+
+run!(simulation)
        ┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+[ Info: Initializing simulation...
+Iteration: 0, time: 0 seconds, total(N): 3.30e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+[ Info:     ... simulation initialization complete (1.875 seconds)
+[ Info: Executing initial time step...
+[ Info:     ... initial time step complete (3.051 seconds).
+Iteration: 10, time: 5 hours, total(N): 3.30e+02
+Iteration: 20, time: 10 hours, total(N): 3.30e+02
+Iteration: 30, time: 15 hours, total(N): 3.30e+02
+Iteration: 40, time: 20 hours, total(N): 3.30e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 50, time: 1.042 days, total(N): 3.30e+02
+Iteration: 60, time: 1.250 days, total(N): 3.30e+02
+Iteration: 70, time: 1.458 days, total(N): 3.30e+02
+Iteration: 80, time: 1.667 days, total(N): 3.29e+02
+Iteration: 90, time: 1.875 days, total(N): 3.29e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 100, time: 2.083 days, total(N): 3.29e+02
+Iteration: 110, time: 2.292 days, total(N): 3.29e+02
+Iteration: 120, time: 2.500 days, total(N): 3.29e+02
+Iteration: 130, time: 2.708 days, total(N): 3.29e+02
+Iteration: 140, time: 2.917 days, total(N): 3.29e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 150, time: 3.125 days, total(N): 3.29e+02
+Iteration: 160, time: 3.333 days, total(N): 3.30e+02
+Iteration: 170, time: 3.542 days, total(N): 3.30e+02
+Iteration: 180, time: 3.750 days, total(N): 3.30e+02
+Iteration: 190, time: 3.958 days, total(N): 3.30e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 200, time: 4.167 days, total(N): 3.31e+02
+Iteration: 210, time: 4.375 days, total(N): 3.31e+02
+Iteration: 220, time: 4.583 days, total(N): 3.32e+02
+Iteration: 230, time: 4.792 days, total(N): 3.32e+02
+Iteration: 240, time: 5 days, total(N): 3.33e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 250, time: 5.208 days, total(N): 3.33e+02
+Iteration: 260, time: 5.417 days, total(N): 3.34e+02
+Iteration: 270, time: 5.625 days, total(N): 3.34e+02
+Iteration: 280, time: 5.833 days, total(N): 3.34e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 290, time: 6.042 days, total(N): 3.34e+02
+Iteration: 300, time: 6.250 days, total(N): 3.35e+02
+Iteration: 310, time: 6.458 days, total(N): 3.35e+02
+Iteration: 320, time: 6.667 days, total(N): 3.35e+02
+Iteration: 330, time: 6.875 days, total(N): 3.35e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 340, time: 7.083 days, total(N): 3.35e+02
+Iteration: 350, time: 7.292 days, total(N): 3.35e+02
+Iteration: 360, time: 7.500 days, total(N): 3.35e+02
+Iteration: 370, time: 7.708 days, total(N): 3.35e+02
+Iteration: 380, time: 7.917 days, total(N): 3.35e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 390, time: 8.125 days, total(N): 3.35e+02
+Iteration: 400, time: 8.333 days, total(N): 3.35e+02
+Iteration: 410, time: 8.542 days, total(N): 3.35e+02
+Iteration: 420, time: 8.750 days, total(N): 3.35e+02
+Iteration: 430, time: 8.958 days, total(N): 3.35e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 440, time: 9.167 days, total(N): 3.35e+02
+Iteration: 450, time: 9.375 days, total(N): 3.35e+02
+Iteration: 460, time: 9.583 days, total(N): 3.35e+02
+Iteration: 470, time: 9.792 days, total(N): 3.35e+02
+Iteration: 480, time: 10 days, total(N): 3.35e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 490, time: 10.208 days, total(N): 3.35e+02
+Iteration: 500, time: 10.417 days, total(N): 3.35e+02
+Iteration: 510, time: 10.625 days, total(N): 3.35e+02
+Iteration: 520, time: 10.833 days, total(N): 3.35e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 530, time: 11.042 days, total(N): 3.35e+02
+Iteration: 540, time: 11.250 days, total(N): 3.35e+02
+Iteration: 550, time: 11.458 days, total(N): 3.35e+02
+Iteration: 560, time: 11.667 days, total(N): 3.34e+02
+Iteration: 570, time: 11.875 days, total(N): 3.34e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 580, time: 12.083 days, total(N): 3.34e+02
+Iteration: 590, time: 12.292 days, total(N): 3.34e+02
+Iteration: 600, time: 12.500 days, total(N): 3.34e+02
+Iteration: 610, time: 12.708 days, total(N): 3.34e+02
+Iteration: 620, time: 12.917 days, total(N): 3.34e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 630, time: 13.125 days, total(N): 3.34e+02
+Iteration: 640, time: 13.333 days, total(N): 3.34e+02
+Iteration: 650, time: 13.542 days, total(N): 3.34e+02
+Iteration: 660, time: 13.750 days, total(N): 3.34e+02
+Iteration: 670, time: 13.958 days, total(N): 3.33e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 680, time: 14.167 days, total(N): 3.33e+02
+Iteration: 690, time: 14.375 days, total(N): 3.33e+02
+Iteration: 700, time: 14.583 days, total(N): 3.33e+02
+Iteration: 710, time: 14.792 days, total(N): 3.33e+02
+Iteration: 720, time: 15 days, total(N): 3.33e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 730, time: 15.208 days, total(N): 3.33e+02
+Iteration: 740, time: 15.417 days, total(N): 3.33e+02
+Iteration: 750, time: 15.625 days, total(N): 3.33e+02
+Iteration: 760, time: 15.833 days, total(N): 3.32e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 770, time: 16.042 days, total(N): 3.32e+02
+Iteration: 780, time: 16.250 days, total(N): 3.32e+02
+Iteration: 790, time: 16.458 days, total(N): 3.32e+02
+Iteration: 800, time: 16.667 days, total(N): 3.32e+02
+Iteration: 810, time: 16.875 days, total(N): 3.32e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 820, time: 17.083 days, total(N): 3.32e+02
+Iteration: 830, time: 17.292 days, total(N): 3.32e+02
+Iteration: 840, time: 17.500 days, total(N): 3.31e+02
+Iteration: 850, time: 17.708 days, total(N): 3.31e+02
+Iteration: 860, time: 17.917 days, total(N): 3.31e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 870, time: 18.125 days, total(N): 3.31e+02
+Iteration: 880, time: 18.333 days, total(N): 3.31e+02
+Iteration: 890, time: 18.542 days, total(N): 3.31e+02
+Iteration: 900, time: 18.750 days, total(N): 3.31e+02
+Iteration: 910, time: 18.958 days, total(N): 3.30e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 920, time: 19.167 days, total(N): 3.30e+02
+Iteration: 930, time: 19.375 days, total(N): 3.30e+02
+Iteration: 940, time: 19.583 days, total(N): 3.30e+02
+Iteration: 950, time: 19.792 days, total(N): 3.30e+02
+Iteration: 960, time: 20 days, total(N): 3.30e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 970, time: 20.208 days, total(N): 3.29e+02
+Iteration: 980, time: 20.417 days, total(N): 3.29e+02
+Iteration: 990, time: 20.625 days, total(N): 3.29e+02
+Iteration: 1000, time: 20.833 days, total(N): 3.29e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1010, time: 21.042 days, total(N): 3.29e+02
+Iteration: 1020, time: 21.250 days, total(N): 3.29e+02
+Iteration: 1030, time: 21.458 days, total(N): 3.28e+02
+Iteration: 1040, time: 21.667 days, total(N): 3.28e+02
+Iteration: 1050, time: 21.875 days, total(N): 3.28e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1060, time: 22.083 days, total(N): 3.28e+02
+Iteration: 1070, time: 22.292 days, total(N): 3.28e+02
+Iteration: 1080, time: 22.500 days, total(N): 3.27e+02
+Iteration: 1090, time: 22.708 days, total(N): 3.27e+02
+Iteration: 1100, time: 22.917 days, total(N): 3.27e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1110, time: 23.125 days, total(N): 3.27e+02
+Iteration: 1120, time: 23.333 days, total(N): 3.27e+02
+Iteration: 1130, time: 23.542 days, total(N): 3.26e+02
+Iteration: 1140, time: 23.750 days, total(N): 3.26e+02
+Iteration: 1150, time: 23.958 days, total(N): 3.26e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1160, time: 24.167 days, total(N): 3.26e+02
+Iteration: 1170, time: 24.375 days, total(N): 3.26e+02
+Iteration: 1180, time: 24.583 days, total(N): 3.25e+02
+Iteration: 1190, time: 24.792 days, total(N): 3.25e+02
+Iteration: 1200, time: 25 days, total(N): 3.25e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1210, time: 25.208 days, total(N): 3.25e+02
+Iteration: 1220, time: 25.417 days, total(N): 3.24e+02
+Iteration: 1230, time: 25.625 days, total(N): 3.24e+02
+Iteration: 1240, time: 25.833 days, total(N): 3.24e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1250, time: 26.042 days, total(N): 3.24e+02
+Iteration: 1260, time: 26.250 days, total(N): 3.23e+02
+Iteration: 1270, time: 26.458 days, total(N): 3.23e+02
+Iteration: 1280, time: 26.667 days, total(N): 3.23e+02
+Iteration: 1290, time: 26.875 days, total(N): 3.23e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1300, time: 27.083 days, total(N): 3.23e+02
+Iteration: 1310, time: 27.292 days, total(N): 3.22e+02
+Iteration: 1320, time: 27.500 days, total(N): 3.22e+02
+Iteration: 1330, time: 27.708 days, total(N): 3.22e+02
+Iteration: 1340, time: 27.917 days, total(N): 3.22e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1350, time: 28.125 days, total(N): 3.21e+02
+Iteration: 1360, time: 28.333 days, total(N): 3.21e+02
+Iteration: 1370, time: 28.542 days, total(N): 3.21e+02
+Iteration: 1380, time: 28.750 days, total(N): 3.20e+02
+Iteration: 1390, time: 28.958 days, total(N): 3.20e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1400, time: 29.167 days, total(N): 3.20e+02
+Iteration: 1410, time: 29.375 days, total(N): 3.20e+02
+Iteration: 1420, time: 29.583 days, total(N): 3.19e+02
+Iteration: 1430, time: 29.792 days, total(N): 3.19e+02
+Iteration: 1440, time: 30 days, total(N): 3.19e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1450, time: 30.208 days, total(N): 3.19e+02
+Iteration: 1460, time: 30.417 days, total(N): 3.18e+02
+Iteration: 1470, time: 30.625 days, total(N): 3.18e+02
+Iteration: 1480, time: 30.833 days, total(N): 3.18e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1490, time: 31.042 days, total(N): 3.17e+02
+Iteration: 1500, time: 31.250 days, total(N): 3.17e+02
+Iteration: 1510, time: 31.458 days, total(N): 3.17e+02
+Iteration: 1520, time: 31.667 days, total(N): 3.17e+02
+Iteration: 1530, time: 31.875 days, total(N): 3.16e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1540, time: 32.083 days, total(N): 3.16e+02
+Iteration: 1550, time: 32.292 days, total(N): 3.16e+02
+Iteration: 1560, time: 32.500 days, total(N): 3.15e+02
+Iteration: 1570, time: 32.708 days, total(N): 3.15e+02
+Iteration: 1580, time: 32.917 days, total(N): 3.15e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1590, time: 33.125 days, total(N): 3.14e+02
+Iteration: 1600, time: 33.333 days, total(N): 3.14e+02
+Iteration: 1610, time: 33.542 days, total(N): 3.14e+02
+Iteration: 1620, time: 33.750 days, total(N): 3.14e+02
+Iteration: 1630, time: 33.958 days, total(N): 3.13e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1640, time: 34.167 days, total(N): 3.13e+02
+Iteration: 1650, time: 34.375 days, total(N): 3.13e+02
+Iteration: 1660, time: 34.583 days, total(N): 3.12e+02
+Iteration: 1670, time: 34.792 days, total(N): 3.12e+02
+Iteration: 1680, time: 35 days, total(N): 3.12e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1690, time: 35.208 days, total(N): 3.12e+02
+Iteration: 1700, time: 35.417 days, total(N): 3.11e+02
+Iteration: 1710, time: 35.625 days, total(N): 3.11e+02
+Iteration: 1720, time: 35.833 days, total(N): 3.11e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1730, time: 36.042 days, total(N): 3.10e+02
+Iteration: 1740, time: 36.250 days, total(N): 3.10e+02
+Iteration: 1750, time: 36.458 days, total(N): 3.10e+02
+Iteration: 1760, time: 36.667 days, total(N): 3.09e+02
+Iteration: 1770, time: 36.875 days, total(N): 3.09e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1780, time: 37.083 days, total(N): 3.09e+02
+Iteration: 1790, time: 37.292 days, total(N): 3.09e+02
+Iteration: 1800, time: 37.500 days, total(N): 3.08e+02
+Iteration: 1810, time: 37.708 days, total(N): 3.08e+02
+Iteration: 1820, time: 37.917 days, total(N): 3.08e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1830, time: 38.125 days, total(N): 3.07e+02
+Iteration: 1840, time: 38.333 days, total(N): 3.07e+02
+Iteration: 1850, time: 38.542 days, total(N): 3.07e+02
+Iteration: 1860, time: 38.750 days, total(N): 3.07e+02
+Iteration: 1870, time: 38.958 days, total(N): 3.06e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1880, time: 39.167 days, total(N): 3.06e+02
+Iteration: 1890, time: 39.375 days, total(N): 3.06e+02
+Iteration: 1900, time: 39.583 days, total(N): 3.06e+02
+Iteration: 1910, time: 39.792 days, total(N): 3.05e+02
+Iteration: 1920, time: 40 days, total(N): 3.05e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1930, time: 40.208 days, total(N): 3.05e+02
+Iteration: 1940, time: 40.417 days, total(N): 3.05e+02
+Iteration: 1950, time: 40.625 days, total(N): 3.04e+02
+Iteration: 1960, time: 40.833 days, total(N): 3.04e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 1970, time: 41.042 days, total(N): 3.04e+02
+Iteration: 1980, time: 41.250 days, total(N): 3.04e+02
+Iteration: 1990, time: 41.458 days, total(N): 3.03e+02
+Iteration: 2000, time: 41.667 days, total(N): 3.03e+02
+Iteration: 2010, time: 41.875 days, total(N): 3.03e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2020, time: 42.083 days, total(N): 3.03e+02
+Iteration: 2030, time: 42.292 days, total(N): 3.03e+02
+Iteration: 2040, time: 42.500 days, total(N): 3.02e+02
+Iteration: 2050, time: 42.708 days, total(N): 3.02e+02
+Iteration: 2060, time: 42.917 days, total(N): 3.02e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2070, time: 43.125 days, total(N): 3.02e+02
+Iteration: 2080, time: 43.333 days, total(N): 3.02e+02
+Iteration: 2090, time: 43.542 days, total(N): 3.01e+02
+Iteration: 2100, time: 43.750 days, total(N): 3.01e+02
+Iteration: 2110, time: 43.958 days, total(N): 3.01e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2120, time: 44.167 days, total(N): 3.01e+02
+Iteration: 2130, time: 44.375 days, total(N): 3.01e+02
+Iteration: 2140, time: 44.583 days, total(N): 3.00e+02
+Iteration: 2150, time: 44.792 days, total(N): 3.00e+02
+Iteration: 2160, time: 45 days, total(N): 3.00e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2170, time: 45.208 days, total(N): 3.00e+02
+Iteration: 2180, time: 45.417 days, total(N): 3.00e+02
+Iteration: 2190, time: 45.625 days, total(N): 3.00e+02
+Iteration: 2200, time: 45.833 days, total(N): 3.00e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2210, time: 46.042 days, total(N): 2.99e+02
+Iteration: 2220, time: 46.250 days, total(N): 2.99e+02
+Iteration: 2230, time: 46.458 days, total(N): 2.99e+02
+Iteration: 2240, time: 46.667 days, total(N): 2.99e+02
+Iteration: 2250, time: 46.875 days, total(N): 2.99e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2260, time: 47.083 days, total(N): 2.99e+02
+Iteration: 2270, time: 47.292 days, total(N): 2.99e+02
+Iteration: 2280, time: 47.500 days, total(N): 2.98e+02
+Iteration: 2290, time: 47.708 days, total(N): 2.98e+02
+Iteration: 2300, time: 47.917 days, total(N): 2.98e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2310, time: 48.125 days, total(N): 2.98e+02
+Iteration: 2320, time: 48.333 days, total(N): 2.98e+02
+Iteration: 2330, time: 48.542 days, total(N): 2.98e+02
+Iteration: 2340, time: 48.750 days, total(N): 2.98e+02
+Iteration: 2350, time: 48.958 days, total(N): 2.98e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2360, time: 49.167 days, total(N): 2.98e+02
+Iteration: 2370, time: 49.375 days, total(N): 2.97e+02
+Iteration: 2380, time: 49.583 days, total(N): 2.97e+02
+Iteration: 2390, time: 49.792 days, total(N): 2.97e+02
+Iteration: 2400, time: 50 days, total(N): 2.97e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2410, time: 50.208 days, total(N): 2.97e+02
+Iteration: 2420, time: 50.417 days, total(N): 2.97e+02
+Iteration: 2430, time: 50.625 days, total(N): 2.97e+02
+Iteration: 2440, time: 50.833 days, total(N): 2.97e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2450, time: 51.042 days, total(N): 2.97e+02
+Iteration: 2460, time: 51.250 days, total(N): 2.97e+02
+Iteration: 2470, time: 51.458 days, total(N): 2.97e+02
+Iteration: 2480, time: 51.667 days, total(N): 2.96e+02
+Iteration: 2490, time: 51.875 days, total(N): 2.96e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2500, time: 52.083 days, total(N): 2.96e+02
+Iteration: 2510, time: 52.292 days, total(N): 2.96e+02
+Iteration: 2520, time: 52.500 days, total(N): 2.96e+02
+Iteration: 2530, time: 52.708 days, total(N): 2.96e+02
+Iteration: 2540, time: 52.917 days, total(N): 2.96e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2550, time: 53.125 days, total(N): 2.96e+02
+Iteration: 2560, time: 53.333 days, total(N): 2.96e+02
+Iteration: 2570, time: 53.542 days, total(N): 2.96e+02
+Iteration: 2580, time: 53.750 days, total(N): 2.96e+02
+Iteration: 2590, time: 53.958 days, total(N): 2.96e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2600, time: 54.167 days, total(N): 2.96e+02
+Iteration: 2610, time: 54.375 days, total(N): 2.95e+02
+Iteration: 2620, time: 54.583 days, total(N): 2.95e+02
+Iteration: 2630, time: 54.792 days, total(N): 2.95e+02
+Iteration: 2640, time: 55 days, total(N): 2.95e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2650, time: 55.208 days, total(N): 2.95e+02
+Iteration: 2660, time: 55.417 days, total(N): 2.95e+02
+Iteration: 2670, time: 55.625 days, total(N): 2.95e+02
+Iteration: 2680, time: 55.833 days, total(N): 2.95e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2690, time: 56.042 days, total(N): 2.95e+02
+Iteration: 2700, time: 56.250 days, total(N): 2.95e+02
+Iteration: 2710, time: 56.458 days, total(N): 2.95e+02
+Iteration: 2720, time: 56.667 days, total(N): 2.95e+02
+Iteration: 2730, time: 56.875 days, total(N): 2.95e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2740, time: 57.083 days, total(N): 2.95e+02
+Iteration: 2750, time: 57.292 days, total(N): 2.95e+02
+Iteration: 2760, time: 57.500 days, total(N): 2.95e+02
+Iteration: 2770, time: 57.708 days, total(N): 2.95e+02
+Iteration: 2780, time: 57.917 days, total(N): 2.94e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2790, time: 58.125 days, total(N): 2.94e+02
+Iteration: 2800, time: 58.333 days, total(N): 2.94e+02
+Iteration: 2810, time: 58.542 days, total(N): 2.94e+02
+Iteration: 2820, time: 58.750 days, total(N): 2.94e+02
+Iteration: 2830, time: 58.958 days, total(N): 2.94e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2840, time: 59.167 days, total(N): 2.94e+02
+Iteration: 2850, time: 59.375 days, total(N): 2.94e+02
+Iteration: 2860, time: 59.583 days, total(N): 2.94e+02
+Iteration: 2870, time: 59.792 days, total(N): 2.94e+02
+Iteration: 2880, time: 60 days, total(N): 2.94e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2890, time: 60.208 days, total(N): 2.94e+02
+Iteration: 2900, time: 60.417 days, total(N): 2.94e+02
+Iteration: 2910, time: 60.625 days, total(N): 2.94e+02
+Iteration: 2920, time: 60.833 days, total(N): 2.94e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2930, time: 61.042 days, total(N): 2.94e+02
+Iteration: 2940, time: 61.250 days, total(N): 2.94e+02
+Iteration: 2950, time: 61.458 days, total(N): 2.94e+02
+Iteration: 2960, time: 61.667 days, total(N): 2.94e+02
+Iteration: 2970, time: 61.875 days, total(N): 2.94e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 2980, time: 62.083 days, total(N): 2.94e+02
+Iteration: 2990, time: 62.292 days, total(N): 2.93e+02
+Iteration: 3000, time: 62.500 days, total(N): 2.93e+02
+Iteration: 3010, time: 62.708 days, total(N): 2.93e+02
+Iteration: 3020, time: 62.917 days, total(N): 2.93e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3030, time: 63.125 days, total(N): 2.93e+02
+Iteration: 3040, time: 63.333 days, total(N): 2.93e+02
+Iteration: 3050, time: 63.542 days, total(N): 2.93e+02
+Iteration: 3060, time: 63.750 days, total(N): 2.93e+02
+Iteration: 3070, time: 63.958 days, total(N): 2.93e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3080, time: 64.167 days, total(N): 2.93e+02
+Iteration: 3090, time: 64.375 days, total(N): 2.93e+02
+Iteration: 3100, time: 64.583 days, total(N): 2.93e+02
+Iteration: 3110, time: 64.792 days, total(N): 2.93e+02
+Iteration: 3120, time: 65 days, total(N): 2.93e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3130, time: 65.208 days, total(N): 2.93e+02
+Iteration: 3140, time: 65.417 days, total(N): 2.93e+02
+Iteration: 3150, time: 65.625 days, total(N): 2.93e+02
+Iteration: 3160, time: 65.833 days, total(N): 2.93e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3170, time: 66.042 days, total(N): 2.93e+02
+Iteration: 3180, time: 66.250 days, total(N): 2.93e+02
+Iteration: 3190, time: 66.458 days, total(N): 2.93e+02
+Iteration: 3200, time: 66.667 days, total(N): 2.93e+02
+Iteration: 3210, time: 66.875 days, total(N): 2.93e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3220, time: 67.083 days, total(N): 2.93e+02
+Iteration: 3230, time: 67.292 days, total(N): 2.93e+02
+Iteration: 3240, time: 67.500 days, total(N): 2.93e+02
+Iteration: 3250, time: 67.708 days, total(N): 2.93e+02
+Iteration: 3260, time: 67.917 days, total(N): 2.92e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3270, time: 68.125 days, total(N): 2.92e+02
+Iteration: 3280, time: 68.333 days, total(N): 2.92e+02
+Iteration: 3290, time: 68.542 days, total(N): 2.92e+02
+Iteration: 3300, time: 68.750 days, total(N): 2.92e+02
+Iteration: 3310, time: 68.958 days, total(N): 2.92e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3320, time: 69.167 days, total(N): 2.92e+02
+Iteration: 3330, time: 69.375 days, total(N): 2.92e+02
+Iteration: 3340, time: 69.583 days, total(N): 2.92e+02
+Iteration: 3350, time: 69.792 days, total(N): 2.92e+02
+Iteration: 3360, time: 70 days, total(N): 2.92e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3370, time: 70.208 days, total(N): 2.92e+02
+Iteration: 3380, time: 70.417 days, total(N): 2.92e+02
+Iteration: 3390, time: 70.625 days, total(N): 2.92e+02
+Iteration: 3400, time: 70.833 days, total(N): 2.92e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3410, time: 71.042 days, total(N): 2.92e+02
+Iteration: 3420, time: 71.250 days, total(N): 2.92e+02
+Iteration: 3430, time: 71.458 days, total(N): 2.92e+02
+Iteration: 3440, time: 71.667 days, total(N): 2.92e+02
+Iteration: 3450, time: 71.875 days, total(N): 2.92e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3460, time: 72.083 days, total(N): 2.92e+02
+Iteration: 3470, time: 72.292 days, total(N): 2.92e+02
+Iteration: 3480, time: 72.500 days, total(N): 2.92e+02
+Iteration: 3490, time: 72.708 days, total(N): 2.92e+02
+Iteration: 3500, time: 72.917 days, total(N): 2.92e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3510, time: 73.125 days, total(N): 2.92e+02
+Iteration: 3520, time: 73.333 days, total(N): 2.92e+02
+Iteration: 3530, time: 73.542 days, total(N): 2.92e+02
+Iteration: 3540, time: 73.750 days, total(N): 2.92e+02
+Iteration: 3550, time: 73.958 days, total(N): 2.92e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3560, time: 74.167 days, total(N): 2.92e+02
+Iteration: 3570, time: 74.375 days, total(N): 2.92e+02
+Iteration: 3580, time: 74.583 days, total(N): 2.92e+02
+Iteration: 3590, time: 74.792 days, total(N): 2.92e+02
+Iteration: 3600, time: 75 days, total(N): 2.92e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3610, time: 75.208 days, total(N): 2.91e+02
+Iteration: 3620, time: 75.417 days, total(N): 2.91e+02
+Iteration: 3630, time: 75.625 days, total(N): 2.91e+02
+Iteration: 3640, time: 75.833 days, total(N): 2.91e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3650, time: 76.042 days, total(N): 2.91e+02
+Iteration: 3660, time: 76.250 days, total(N): 2.91e+02
+Iteration: 3670, time: 76.458 days, total(N): 2.91e+02
+Iteration: 3680, time: 76.667 days, total(N): 2.91e+02
+Iteration: 3690, time: 76.875 days, total(N): 2.91e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3700, time: 77.083 days, total(N): 2.91e+02
+Iteration: 3710, time: 77.292 days, total(N): 2.91e+02
+Iteration: 3720, time: 77.500 days, total(N): 2.91e+02
+Iteration: 3730, time: 77.708 days, total(N): 2.91e+02
+Iteration: 3740, time: 77.917 days, total(N): 2.91e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3750, time: 78.125 days, total(N): 2.91e+02
+Iteration: 3760, time: 78.333 days, total(N): 2.91e+02
+Iteration: 3770, time: 78.542 days, total(N): 2.91e+02
+Iteration: 3780, time: 78.750 days, total(N): 2.91e+02
+Iteration: 3790, time: 78.958 days, total(N): 2.91e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3800, time: 79.167 days, total(N): 2.91e+02
+Iteration: 3810, time: 79.375 days, total(N): 2.91e+02
+Iteration: 3820, time: 79.583 days, total(N): 2.91e+02
+Iteration: 3830, time: 79.792 days, total(N): 2.91e+02
+Iteration: 3840, time: 80 days, total(N): 2.91e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3850, time: 80.208 days, total(N): 2.91e+02
+Iteration: 3860, time: 80.417 days, total(N): 2.91e+02
+Iteration: 3870, time: 80.625 days, total(N): 2.91e+02
+Iteration: 3880, time: 80.833 days, total(N): 2.91e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3890, time: 81.042 days, total(N): 2.91e+02
+Iteration: 3900, time: 81.250 days, total(N): 2.91e+02
+Iteration: 3910, time: 81.458 days, total(N): 2.91e+02
+Iteration: 3920, time: 81.667 days, total(N): 2.91e+02
+Iteration: 3930, time: 81.875 days, total(N): 2.91e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3940, time: 82.083 days, total(N): 2.91e+02
+Iteration: 3950, time: 82.292 days, total(N): 2.91e+02
+Iteration: 3960, time: 82.500 days, total(N): 2.91e+02
+Iteration: 3970, time: 82.708 days, total(N): 2.91e+02
+Iteration: 3980, time: 82.917 days, total(N): 2.91e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 3990, time: 83.125 days, total(N): 2.91e+02
+Iteration: 4000, time: 83.333 days, total(N): 2.91e+02
+Iteration: 4010, time: 83.542 days, total(N): 2.91e+02
+Iteration: 4020, time: 83.750 days, total(N): 2.91e+02
+Iteration: 4030, time: 83.958 days, total(N): 2.91e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4040, time: 84.167 days, total(N): 2.91e+02
+Iteration: 4050, time: 84.375 days, total(N): 2.90e+02
+Iteration: 4060, time: 84.583 days, total(N): 2.90e+02
+Iteration: 4070, time: 84.792 days, total(N): 2.90e+02
+Iteration: 4080, time: 85 days, total(N): 2.90e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4090, time: 85.208 days, total(N): 2.90e+02
+Iteration: 4100, time: 85.417 days, total(N): 2.90e+02
+Iteration: 4110, time: 85.625 days, total(N): 2.90e+02
+Iteration: 4120, time: 85.833 days, total(N): 2.90e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4130, time: 86.042 days, total(N): 2.90e+02
+Iteration: 4140, time: 86.250 days, total(N): 2.90e+02
+Iteration: 4150, time: 86.458 days, total(N): 2.90e+02
+Iteration: 4160, time: 86.667 days, total(N): 2.90e+02
+Iteration: 4170, time: 86.875 days, total(N): 2.90e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4180, time: 87.083 days, total(N): 2.90e+02
+Iteration: 4190, time: 87.292 days, total(N): 2.90e+02
+Iteration: 4200, time: 87.500 days, total(N): 2.90e+02
+Iteration: 4210, time: 87.708 days, total(N): 2.90e+02
+Iteration: 4220, time: 87.917 days, total(N): 2.90e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4230, time: 88.125 days, total(N): 2.90e+02
+Iteration: 4240, time: 88.333 days, total(N): 2.90e+02
+Iteration: 4250, time: 88.542 days, total(N): 2.90e+02
+Iteration: 4260, time: 88.750 days, total(N): 2.90e+02
+Iteration: 4270, time: 88.958 days, total(N): 2.90e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4280, time: 89.167 days, total(N): 2.90e+02
+Iteration: 4290, time: 89.375 days, total(N): 2.90e+02
+Iteration: 4300, time: 89.583 days, total(N): 2.90e+02
+Iteration: 4310, time: 89.792 days, total(N): 2.90e+02
+Iteration: 4320, time: 90 days, total(N): 2.90e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4330, time: 90.208 days, total(N): 2.90e+02
+Iteration: 4340, time: 90.417 days, total(N): 2.90e+02
+Iteration: 4350, time: 90.625 days, total(N): 2.90e+02
+Iteration: 4360, time: 90.833 days, total(N): 2.90e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4370, time: 91.042 days, total(N): 2.90e+02
+Iteration: 4380, time: 91.250 days, total(N): 2.90e+02
+Iteration: 4390, time: 91.458 days, total(N): 2.90e+02
+Iteration: 4400, time: 91.667 days, total(N): 2.90e+02
+Iteration: 4410, time: 91.875 days, total(N): 2.90e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4420, time: 92.083 days, total(N): 2.90e+02
+Iteration: 4430, time: 92.292 days, total(N): 2.90e+02
+Iteration: 4440, time: 92.500 days, total(N): 2.90e+02
+Iteration: 4450, time: 92.708 days, total(N): 2.90e+02
+Iteration: 4460, time: 92.917 days, total(N): 2.90e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4470, time: 93.125 days, total(N): 2.90e+02
+Iteration: 4480, time: 93.333 days, total(N): 2.90e+02
+Iteration: 4490, time: 93.542 days, total(N): 2.90e+02
+Iteration: 4500, time: 93.750 days, total(N): 2.90e+02
+Iteration: 4510, time: 93.958 days, total(N): 2.90e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4520, time: 94.167 days, total(N): 2.90e+02
+Iteration: 4530, time: 94.375 days, total(N): 2.90e+02
+Iteration: 4540, time: 94.583 days, total(N): 2.90e+02
+Iteration: 4550, time: 94.792 days, total(N): 2.90e+02
+Iteration: 4560, time: 95 days, total(N): 2.90e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4570, time: 95.208 days, total(N): 2.90e+02
+Iteration: 4580, time: 95.417 days, total(N): 2.90e+02
+Iteration: 4590, time: 95.625 days, total(N): 2.90e+02
+Iteration: 4600, time: 95.833 days, total(N): 2.90e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4610, time: 96.042 days, total(N): 2.89e+02
+Iteration: 4620, time: 96.250 days, total(N): 2.89e+02
+Iteration: 4630, time: 96.458 days, total(N): 2.89e+02
+Iteration: 4640, time: 96.667 days, total(N): 2.89e+02
+Iteration: 4650, time: 96.875 days, total(N): 2.89e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4660, time: 97.083 days, total(N): 2.89e+02
+Iteration: 4670, time: 97.292 days, total(N): 2.89e+02
+Iteration: 4680, time: 97.500 days, total(N): 2.89e+02
+Iteration: 4690, time: 97.708 days, total(N): 2.89e+02
+Iteration: 4700, time: 97.917 days, total(N): 2.89e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4710, time: 98.125 days, total(N): 2.89e+02
+Iteration: 4720, time: 98.333 days, total(N): 2.89e+02
+Iteration: 4730, time: 98.542 days, total(N): 2.89e+02
+Iteration: 4740, time: 98.750 days, total(N): 2.89e+02
+Iteration: 4750, time: 98.958 days, total(N): 2.89e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617
+Iteration: 4760, time: 99.167 days, total(N): 2.89e+02
+Iteration: 4770, time: 99.375 days, total(N): 2.89e+02
+Iteration: 4780, time: 99.583 days, total(N): 2.89e+02
+Iteration: 4790, time: 99.792 days, total(N): 2.89e+02
+[ Info: Simulation is stopping after running for 8.283 seconds.
+[ Info: Simulation time 100 days equals or exceeds stop time 100 days.
+Iteration: 4800, time: 100 days, total(N): 2.89e+02
+┌ Warning: some parameters could not be resolved for type Oceananigans.TurbulenceClosures.ScalarDiffusivity{Oceananigans.TurbulenceClosures.ExplicitTimeDiscretization,Oceananigans.TurbulenceClosures.VerticalFormulation,Float64,NamedTuple{(:N, :P, :Z, :B, :D1, :D2),Tuple{Vararg{T, N}} where {N, T}{6,Main.#κ}},Float64}; reconstructing
+└ @ JLD2 ~/.julia/packages/JLD2/VWinU/src/data/reconstructing_datatypes.jl:617

        Visualization

        All that's left is to visualize the results.

        Pt = FieldTimeSeries(filename, "P")
+Zt = FieldTimeSeries(filename, "Z")
+Bt = FieldTimeSeries(filename, "B")
+D1t = FieldTimeSeries(filename, "D1")
+D2t = FieldTimeSeries(filename, "D2")
+Nt = FieldTimeSeries(filename, "N")
+
+t = Pt.times
+nt = length(t)
+z = znodes(Pt)
+
+fig = Figure(size=(1200, 600))
+
+axN  = Axis(fig[1, 1], xlabel="[Nutrient] (mmol m⁻³)", ylabel="z (m)")
+axP  = Axis(fig[1, 2], xlabel="[Phytoplankton] (mmol m⁻³)")
+axZ  = Axis(fig[1, 3], xlabel="[Zooplankton] (mmol m⁻³)")
+axB  = Axis(fig[1, 4], xlabel="[Bacteria] (mmol m⁻³)")
+axD1 = Axis(fig[1, 5], xlabel="[Dissolved Detritus] (mmol m⁻³)")
+axD2 = Axis(fig[1, 6], xlabel="[Particulate Detritus] (mmol m⁻³)")
+
+slider = Slider(fig[2, 1:6], range=1:nt, startvalue=1)
+n = slider.value
+
+title = @lift @sprintf("Equilibrium biogeochemistry at t = %d days", t[$n] / day)
+Label(fig[0, 1:6], title)
+
+Nn  = @lift interior(Nt[$n], 1, 1, :)
+Pn  = @lift interior(Pt[$n], 1, 1, :)
+Zn  = @lift interior(Zt[$n], 1, 1, :)
+Bn  = @lift interior(Bt[$n], 1, 1, :)
+D1n = @lift interior(D1t[$n], 1, 1, :)
+D2n = @lift interior(D2t[$n], 1, 1, :)
+
+lines!(axP, Pn, z)
+lines!(axZ, Zn, z)
+lines!(axD1, D1n, z)
+lines!(axD2, D2n, z)
+lines!(axB, Bn, z)
+lines!(axN, Nn, z)
+
+record(fig, "nutrients_plankton_bacteria_detritus.mp4", 1:nt, framerate=24) do nn
+    n[] = nn
+end

        Let's plot a snapshot of the last frame.

        Nn_last  = interior(Nt[end], 1, 1, :)
+Pn_last  = interior(Pt[end], 1, 1, :)
+Zn_last  = interior(Zt[end], 1, 1, :)
+Bn_last  = interior(Bt[end], 1, 1, :)
+D1n_last = interior(D1t[end], 1, 1, :)
+D2n_last = interior(D2t[end], 1, 1, :)
+
+last_frame = Figure(size=(1200, 600))
+axN  = Axis(last_frame[1, 1], xlabel="[N] (mmol m⁻³)", ylabel="z (m)")
+axP  = Axis(last_frame[1, 2], xlabel="[P] (mmol m⁻³)")
+axZ  = Axis(last_frame[1, 3], xlabel="[Z] (mmol m⁻³)")
+axB  = Axis(last_frame[1, 4], xlabel="[B] (mmol m⁻³)")
+axD1 = Axis(last_frame[1, 5], xlabel="[dD] (mmol m⁻³)")
+axD2 = Axis(last_frame[1, 6], xlabel="[pD] (mmol m⁻³)")
+
+lines!(axP, Pn_last, z)
+lines!(axZ, Zn_last, z)
+lines!(axD1, D1n_last, z)
+lines!(axD2, D2n_last, z)
+lines!(axB, Bn_last, z)
+lines!(axN, Nn_last, z)
+
+save("NPZDB.png", last_frame)

        Another figure: we plot the sum of each variable against time.

        N_time  = zeros(1:nt)
+P_time  = zeros(1:nt)
+Z_time  = zeros(1:nt)
+B_time  = zeros(1:nt)
+D1_time = zeros(1:nt)
+D2_time = zeros(1:nt)
+
+for times = 1:nt
+    N_time[times] = sum(Nt[:, :, :, times])
+    P_time[times] = sum(Pt[:, :, :, times])
+    Z_time[times] = sum(Zt[:, :, :, times])
+    B_time[times] = sum(Bt[:, :, :, times])
+    D1_time[times] = sum(D1t[:, :, :, times])
+    D2_time[times] = sum(D2t[:, :, :, times])
+end
+
+TimeVar = Figure()
+ax2 = Axis(TimeVar[1, 1], title="Nutrients evolution", ylabel="Variable (mmol m⁻³)", xlabel="Time (days)")
+lines!(ax2, 1:nt, N_time, label="N")
+lines!(ax2, 1:nt, P_time, label="P")
+lines!(ax2, 1:nt, Z_time, label="Z")
+lines!(ax2, 1:nt, B_time, label="B")
+lines!(ax2, 1:nt, D1_time, label="dD")
+lines!(ax2, 1:nt, D2_time, label="pD")
+
+axislegend()
+
+save("TimeVariations.png", TimeVar)

        This page was generated using Literate.jl.

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\"../../../examples/single_column_carbon_alkalinity_nutrients.jl\"","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/#Nutrients,-plankton,-bacteria,-detritus","page":"Single column carbon, alkalinity, nutrients","title":"Nutrients, plankton, bacteria, detritus","text":"","category":"section"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"This example illustrates how to use ClimaOceanBiogeochemistry's CarbonAlkalinityNutrients model in a single column context.","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"using ClimaOceanBiogeochemistry: CarbonAlkalinityNutrients\n\nusing Oceananigans\nusing Oceananigans.Units\nusing Oceananigans.TurbulenceClosures: CATKEVerticalDiffusivity\n\nusing Printf\nusing CairoMakie","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/#A-single-column-grid","page":"Single column carbon, alkalinity, nutrients","title":"A single column grid","text":"","category":"section"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"We set up a single column grid with 4 m grid spacing that's 256 m deep:","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"grid = RectilinearGrid(size = 64,\n z = (-256meters, 0),\n topology = (Flat, Flat, Bounded))","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/#Convection-then-quiet","page":"Single column carbon, alkalinity, nutrients","title":"Convection then quiet","text":"","category":"section"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"To illustrate the dynamics of CarbonAlkalinityNutrients, we set up a physical scenario in which strong convection drives turbulent mixing for 4 days, and then abruptly shuts off. Once the convective turbulence dies down, plankton start to grow.","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"Qᵇ(t) = ifelse(t < 4days, 1e-7, 0.0)\nb_bcs = FieldBoundaryConditions(top = FluxBoundaryCondition(Qᵇ))","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"We put the pieces together. The important line here is biogeochemistry = CarbonAlkalinityNutrients(). We use all default parameters.","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"model = HydrostaticFreeSurfaceModel(; grid,\n biogeochemistry = CarbonAlkalinityNutrients(),\n closure = CATKEVerticalDiffusivity(),\n tracers = (:b, :e),\n buoyancy = BuoyancyTracer(),\n boundary_conditions = (; b=b_bcs))","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/#Initial-conditions","page":"Single column carbon, alkalinity, nutrients","title":"Initial conditions","text":"","category":"section"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"We initialize the model with reasonable nutrients, detritus, and a nutrient mixed layer.","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"N₀ = 1e-1 # Surface nutrient concentration\nD₀ = 1e-1 # Surface detritus concentration\ndᴺ = 50.0 # Nutrient mixed layer depth\nN² = 1e-5 # Buoyancy gradient, s⁻²\n\nbᵢ(z) = N² * z\nNᵢ(z) = N₀ * max(1, exp(-(z + dᴺ) / 100))\nDᵢ(z) = D₀ * exp(z / 10)","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"set!(model, b=bᵢ, P=1e-1, B=1e-1, D=Dᵢ, N=Nᵢ, e=1e-6)","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"set!(model, b=bᵢ, e=1e-6)","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/#A-simulation-of-physical-biological-interaction","page":"Single column carbon, alkalinity, nutrients","title":"A simulation of physical-biological interaction","text":"","category":"section"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"We construct a simple simulation that emits a message every 10 iterations and outputs tracer fields.","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"simulation = Simulation(model, Δt=10minutes, stop_time=12days)\n\nprogress(sim) = @printf(\"Iteration: %d, time: %s\\n\", iteration(sim), prettytime(sim))\nsimulation.callbacks[:progress] = Callback(progress, IterationInterval(10))\n\nfilename = \"single_column_carbon_alkalinity_nutrients.jld2\"\n\nsimulation.output_writers[:fields] = JLD2OutputWriter(model, model.tracers;\n filename,\n schedule = TimeInterval(20minutes),\n overwrite_existing = true)\n\nrun!(simulation)","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/#Visualization","page":"Single column carbon, alkalinity, nutrients","title":"Visualization","text":"","category":"section"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"All that's left is to visualize the results.","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"bt = FieldTimeSeries(filename, \"b\")\net = FieldTimeSeries(filename, \"e\")\nDICt = FieldTimeSeries(filename, \"DIC\")\nAlkt = FieldTimeSeries(filename, \"Alk\")\nPO₄t = FieldTimeSeries(filename, \"PO₄\")\nNO₃t = FieldTimeSeries(filename, \"NO₃\")\nDOPt = FieldTimeSeries(filename, \"DOP\")\nFet = FieldTimeSeries(filename, \"Fe\")\n\nt = bt.times\nnt = length(t)\nz = znodes(bt)\n\nfig = Figure(size=(1200, 600))\n\naxb = Axis(fig[1, 1], xlabel=\"Buoyancy (m² s⁻³)\", ylabel=\"z (m)\")\naxe = Axis(fig[1, 2], xlabel=\"Turbulent kinetic energy (m² s²)\")\naxP = Axis(fig[1, 3], xlabel=\"Concentration (mmol)\")\naxN = Axis(fig[1, 4], xlabel=\"Nutrient concentration (mmol)\")\n\nxlims!(axe, -1e-5, 1e-3)\nxlims!(axP, 0, 0.2)\n\nslider = Slider(fig[2, 1:4], range=1:nt, startvalue=1)\nn = slider.value\n\ntitle = @lift @sprintf(\"Convecting plankton at t = %d hours\", t[$n] / hour)\nLabel(fig[0, 1:4], title)\n\nbn = @lift interior(bt[$n], 1, 1, :)\nen = @lift interior(et[$n], 1, 1, :)\nDICn = @lift interior(DICt[$n], 1, 1, :)\nAlkn = @lift interior(Alkt[$n], 1, 1, :)\nPO₄n = @lift interior(PO₄t[$n], 1, 1, :)\nNO₃n = @lift interior(NO₃t[$n], 1, 1, :)\nDOPn = @lift interior(DOPt[$n], 1, 1, :)\nFen = @lift interior(Fet[$n], 1, 1, :)\n\nlines!(axb, bn, z)\nlines!(axe, en, z)\n\nlines!(axP, DICn, z, label=\"DIC\")\nlines!(axP, PO₄n, z, label=\"Phosphate\")\nlines!(axP, Fen, z, label=\"Iron\")\naxislegend(axP)\n\nlines!(axN, DOPn, z)\n\nrecord(fig, \"carbon_alkalinity_nutrients.mp4\", 1:nt, framerate=24) do nn\n n[] = nn\nend\nnothing #hide","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"(Image: )","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"","category":"page"},{"location":"literated/single_column_carbon_alkalinity_nutrients/","page":"Single column carbon, alkalinity, nutrients","title":"Single column carbon, alkalinity, nutrients","text":"This page was generated using Literate.jl.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"EditURL = \"../../../examples/single_column_nutrients_plankton_bacteria_detritus.jl\"","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/#Nutrients,-plankton,-bacteria,-detritus","page":"Single column nutrients, plankton, bacteria, detritus","title":"Nutrients, plankton, bacteria, detritus","text":"","category":"section"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"This example illustrates how to use ClimaOceanBiogeochemistry's NutrientsPlanktonBacteriaDetrius model in a single column context.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"using ClimaOceanBiogeochemistry: NutrientsPlanktonBacteriaDetritus\n\nusing Oceananigans\nusing Oceananigans.Units\n\nusing Printf\nusing CairoMakie","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/#A-single-column-grid","page":"Single column nutrients, plankton, bacteria, detritus","title":"A single column grid","text":"","category":"section"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"We set up a single column grid whose depth is H and with Nz points","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"H = 1000meters\nz = (-H, 0)\nNz = 100\n\ngrid = RectilinearGrid(size = Nz; z, topology = (Flat, Flat, Bounded))","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"A prescribed vertical tracer diffusivity","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"We define a tracer diffusivity that mixes a lot near the surface (in the top 50 m), and less down below.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"@inline κ(z, t) = 1e-4 + 1e-2 * exp(z / 25) + 1e-2 * exp(-(z + 1000) / 50)\nvertical_diffusion = VerticalScalarDiffusivity(; κ)","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"We put the pieces together. The important line here is biogeochemistry = NutrientsPlanktonBacteriaDetritus(; grid). We use all default parameters.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"model = HydrostaticFreeSurfaceModel(; grid,\n velocities = PrescribedVelocityFields(),\n biogeochemistry = NutrientsPlanktonBacteriaDetritus(; grid),\n tracers = (:N, :P, :Z, :B, :D1, :D2),\n tracer_advection = WENO(),\n buoyancy = nothing,\n closure = vertical_diffusion)","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/#Initial-conditions","page":"Single column nutrients, plankton, bacteria, detritus","title":"Initial conditions","text":"","category":"section"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"We initialize the model with reasonable nutrients, detritus, and a nutrient mixed layer.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"set!(model, N=3, P=1e-1, Z=1e-1, B=1e-1, D1=8e-2, D2=2e-2)\n\nsimulation = Simulation(model, Δt=30minutes, stop_time=100days)\n\nfunction progress(sim)\n @printf(\"Iteration: %d, time: %s, total(N): %.2e \\n\",\n iteration(sim), prettytime(sim),\n sum(model.tracers.N) + sum(model.tracers.P) + sum(model.tracers.B) + sum(model.tracers.D1) + sum(model.tracers.D2))\n return nothing\nend\n\nsimulation.callbacks[:progress] = Callback(progress, IterationInterval(10))","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"Let's see the initial condition","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"N = model.tracers.N\nP = model.tracers.P\nZ = model.tracers.Z\nB = model.tracers.B\nD1 = model.tracers.D1\nD2 = model.tracers.D2\n\nz = znodes(N)\n\nfig = Figure(size=(1200, 600))\n\naxN = Axis(fig[1, 1], xlabel=\"Nutrient concentration (N)\", ylabel=\"z (m)\")\naxP = Axis(fig[1, 2], xlabel=\"Phytoplankton concentration (P)\")\naxZ = Axis(fig[1, 3], xlabel=\"Zooplankton concentration (Z)\")\naxB = Axis(fig[1, 4], xlabel=\"Bacteria concentration (B)\")\naxD1 = Axis(fig[1, 5], xlabel=\"Detritus concentration (D1)\")\naxD2 = Axis(fig[1, 6], xlabel=\"Detritus concentration (D2)\")\n\nlines!(axN, interior(N, 1, 1, :), z)\nlines!(axP, interior(P, 1, 1, :), z)\nlines!(axZ, interior(Z, 1, 1, :), z)\nlines!(axB, interior(B, 1, 1, :), z)\nlines!(axD1, interior(D1, 1, 1, :), z)\nlines!(axD2, interior(D2, 1, 1, :), z)\n\ncurrent_figure()","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"Now we add an output writer to the simulation and run the simulation.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"filename = \"nutrients_plankton_bacteria_detritus.jld2\"\n\nsimulation.output_writers[:fields] = JLD2OutputWriter(model, model.tracers;\n filename,\n schedule = TimeInterval(1day),\n overwrite_existing = true)\n\nrun!(simulation)","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/#Visualization","page":"Single column nutrients, plankton, bacteria, detritus","title":"Visualization","text":"","category":"section"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"All that's left is to visualize the results.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"Pt = FieldTimeSeries(filename, \"P\")\nZt = FieldTimeSeries(filename, \"Z\")\nBt = FieldTimeSeries(filename, \"B\")\nD1t = FieldTimeSeries(filename, \"D1\")\nD2t = FieldTimeSeries(filename, \"D2\")\nNt = FieldTimeSeries(filename, \"N\")\n\nt = Pt.times\nnt = length(t)\nz = znodes(Pt)\n\nfig = Figure(size=(1200, 600))\n\naxN = Axis(fig[1, 1], xlabel=\"[Nutrient] (mmol m⁻³)\", ylabel=\"z (m)\")\naxP = Axis(fig[1, 2], xlabel=\"[Phytoplankton] (mmol m⁻³)\")\naxZ = Axis(fig[1, 3], xlabel=\"[Zooplankton] (mmol m⁻³)\")\naxB = Axis(fig[1, 4], xlabel=\"[Bacteria] (mmol m⁻³)\")\naxD1 = Axis(fig[1, 5], xlabel=\"[Dissolved Detritus] (mmol m⁻³)\")\naxD2 = Axis(fig[1, 6], xlabel=\"[Particulate Detritus] (mmol m⁻³)\")\n\nslider = Slider(fig[2, 1:6], range=1:nt, startvalue=1)\nn = slider.value\n\ntitle = @lift @sprintf(\"Equilibrium biogeochemistry at t = %d days\", t[$n] / day)\nLabel(fig[0, 1:6], title)\n\nNn = @lift interior(Nt[$n], 1, 1, :)\nPn = @lift interior(Pt[$n], 1, 1, :)\nZn = @lift interior(Zt[$n], 1, 1, :)\nBn = @lift interior(Bt[$n], 1, 1, :)\nD1n = @lift interior(D1t[$n], 1, 1, :)\nD2n = @lift interior(D2t[$n], 1, 1, :)\n\nlines!(axP, Pn, z)\nlines!(axZ, Zn, z)\nlines!(axD1, D1n, z)\nlines!(axD2, D2n, z)\nlines!(axB, Bn, z)\nlines!(axN, Nn, z)\n\nrecord(fig, \"nutrients_plankton_bacteria_detritus.mp4\", 1:nt, framerate=24) do nn\n n[] = nn\nend\nnothing #hide","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"(Image: )","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"Let's plot a snapshot of the last frame.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"Nn_last = interior(Nt[end], 1, 1, :)\nPn_last = interior(Pt[end], 1, 1, :)\nZn_last = interior(Zt[end], 1, 1, :)\nBn_last = interior(Bt[end], 1, 1, :)\nD1n_last = interior(D1t[end], 1, 1, :)\nD2n_last = interior(D2t[end], 1, 1, :)\n\nlast_frame = Figure(size=(1200, 600))\naxN = Axis(last_frame[1, 1], xlabel=\"[N] (mmol m⁻³)\", ylabel=\"z (m)\")\naxP = Axis(last_frame[1, 2], xlabel=\"[P] (mmol m⁻³)\")\naxZ = Axis(last_frame[1, 3], xlabel=\"[Z] (mmol m⁻³)\")\naxB = Axis(last_frame[1, 4], xlabel=\"[B] (mmol m⁻³)\")\naxD1 = Axis(last_frame[1, 5], xlabel=\"[dD] (mmol m⁻³)\")\naxD2 = Axis(last_frame[1, 6], xlabel=\"[pD] (mmol m⁻³)\")\n\nlines!(axP, Pn_last, z)\nlines!(axZ, Zn_last, z)\nlines!(axD1, D1n_last, z)\nlines!(axD2, D2n_last, z)\nlines!(axB, Bn_last, z)\nlines!(axN, Nn_last, z)\n\nsave(\"NPZDB.png\", last_frame)\nnothing #hide","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"(Image: )","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"Another figure: we plot the sum of each variable against time.","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"N_time = zeros(1:nt)\nP_time = zeros(1:nt)\nZ_time = zeros(1:nt)\nB_time = zeros(1:nt)\nD1_time = zeros(1:nt)\nD2_time = zeros(1:nt)\n\nfor times = 1:nt\n N_time[times] = sum(Nt[:, :, :, times])\n P_time[times] = sum(Pt[:, :, :, times])\n Z_time[times] = sum(Zt[:, :, :, times])\n B_time[times] = sum(Bt[:, :, :, times])\n D1_time[times] = sum(D1t[:, :, :, times])\n D2_time[times] = sum(D2t[:, :, :, times])\nend\n\nTimeVar = Figure()\nax2 = Axis(TimeVar[1, 1], title=\"Nutrients evolution\", ylabel=\"Variable (mmol m⁻³)\", xlabel=\"Time (days)\")\nlines!(ax2, 1:nt, N_time, label=\"N\")\nlines!(ax2, 1:nt, P_time, label=\"P\")\nlines!(ax2, 1:nt, Z_time, label=\"Z\")\nlines!(ax2, 1:nt, B_time, label=\"B\")\nlines!(ax2, 1:nt, D1_time, label=\"dD\")\nlines!(ax2, 1:nt, D2_time, label=\"pD\")\n\naxislegend()\n\nsave(\"TimeVariations.png\", TimeVar)\nnothing #hide","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"(Image: )","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"","category":"page"},{"location":"literated/single_column_nutrients_plankton_bacteria_detritus/","page":"Single column nutrients, plankton, bacteria, detritus","title":"Single column nutrients, plankton, bacteria, detritus","text":"This page was generated using Literate.jl.","category":"page"},{"location":"library/function_index/#main-index","page":"Function index","title":"Index","text":"","category":"section"},{"location":"library/function_index/","page":"Function index","title":"Function index","text":"Pages = [\"public.md\", \"internals.md\", \"function_index.md\"]","category":"page"},{"location":"library/outline/#Library-Outline","page":"Contents","title":"Library Outline","text":"","category":"section"},{"location":"library/outline/","page":"Contents","title":"Contents","text":"Pages = [\"public.md\", \"internals.md\", \"function_index.md\"]","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"EditURL = \"../../../examples/simple_plankton_growth_death.jl\"","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"using Oceananigans\nusing Oceananigans.Units\nusing Oceananigans\nusing Oceananigans.Grids: znode\nusing Oceananigans.Biogeochemistry: AbstractBiogeochemistry\nusing Oceananigans.TurbulenceClosures: CATKEVerticalDiffusivity\n\nusing Printf\n\nimport Oceananigans.Biogeochemistry: required_biogeochemical_tracers\n\n\"\"\"\n SimplePlanktonGrowthDeath(; growth_rate = 1/day\n shortwave_attenuation_scale = 20.0\n mortality_rate = 0.1/day)\n\nReturn a single-tracer biogeochemistry model for growing and dying plankton.\n\"\"\"\nBase.@kwdef struct SimplePlanktonGrowthDeath{FT} <: AbstractBiogeochemistry\n growth_rate :: FT = 1/day\n shortwave_attenuation_scale :: FT = 20.0\n mortality_rate :: FT = 0.1/day\nend\n\n@inline required_biogeochemical_tracers(::SimplePlanktonGrowthDeath) = tuple(:P)\n\nconst c = Center()\n\n@inline function (bgc::SimplePlanktonGrowthDeath)(i, j, k, grid, ::Val{:P}, clock, fields)\n μ₀ = bgc.growth_rate\n λ = bgc.shortwave_attenuation_scale\n m = bgc.mortality_rate\n P = @inbounds fields.P[i, j, k]\n z = znode(i, j, k, grid, c, c, c)\n return (μ₀ * exp(z / λ) - m) * P\nend","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"We set up the model","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"grid = RectilinearGrid(size = 64,\n z = (-256meters, 0),\n topology = (Flat, Flat, Bounded))\n\nQᵇ(t) = ifelse(t < 4days, 1e-7, 0.0)\nb_bcs = FieldBoundaryConditions(top = FluxBoundaryCondition(Qᵇ))\n\nmodel = HydrostaticFreeSurfaceModel(; grid,\n biogeochemistry = SimplePlanktonGrowthDeath(),\n closure = CATKEVerticalDiffusivity(),\n tracers = (:b, :e),\n buoyancy = BuoyancyTracer(),\n boundary_conditions = (; b=b_bcs))\n\nN² = 1e-5 # s⁻²\nbᵢ(z) = N² * z\nset!(model, b=bᵢ, P=1e-2, e=1e-6)\n\nsimulation = Simulation(model, Δt=10minutes, stop_time=8days)\n\nprogress(sim) = @printf(\"Iteration: %d, time: %s, max(P): %.2e \\n\",\n iteration(sim), prettytime(sim), maximum(model.tracers.P))\n\nsimulation.callbacks[:progress] = Callback(progress, IterationInterval(10))\n\noutputs = merge(model.velocities, model.tracers)\nfilename = \"simple_plankton_growth_death.jld2\"\n\nsimulation.output_writers[:fields] = JLD2OutputWriter(model, outputs;\n filename,\n schedule = TimeInterval(20minutes),\n overwrite_existing = true)\n\nrun!(simulation)","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"Now we load the saved output and plot","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"using CairoMakie\n\nbt = FieldTimeSeries(filename, \"b\")\net = FieldTimeSeries(filename, \"e\")\nPt = FieldTimeSeries(filename, \"P\")\n\nt = bt.times\nNt = length(t)\nz = znodes(bt)\n\nfig = Figure(size=(800, 400))\n\naxb = Axis(fig[1, 1], ylabel=\"z (m)\", xlabel=\"Buoyancy (m² s⁻³)\")\naxe = Axis(fig[1, 2], ylabel=\"z (m)\", xlabel=\"Turbulent kinetic energy (m² s²)\")\naxP = Axis(fig[1, 3], ylabel=\"z (m)\", xlabel=\"Plankton concentration\")\n\nxlims!(axe, -1e-5, 1e-3)\nxlims!(axP, 0, 0.1)\n\nn = Observable(1)\n\ntitle = @lift @sprintf(\"Convecting plankton at t = %d days\", t[$n] / day)\nLabel(fig[0, 1:3], title)\n\nbn = @lift interior(bt[$n], 1, 1, :)\nen = @lift interior(et[$n], 1, 1, :)\nPn = @lift interior(Pt[$n], 1, 1, :)\n\nlines!(axb, bn, z)\nlines!(axe, en, z)\nlines!(axP, Pn, z)\n\nfig\n\nrecord(fig, \"simple_plankton_growth_death.mp4\", 1:Nt, framerate=24) do nn\n n[] = nn\nend","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"(Image: )","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"","category":"page"},{"location":"literated/simple_plankton_growth_death/","page":"Simple plankton growth and death","title":"Simple plankton growth and death","text":"This page was generated using Literate.jl.","category":"page"},{"location":"library/internals/#Private-types-and-functions","page":"Private","title":"Private types and functions","text":"","category":"section"},{"location":"library/internals/","page":"Private","title":"Private","text":"Documentation for ClimaOceanBiogeochemistry.jl's internal interface.","category":"page"},{"location":"library/internals/#ClimaOceanBiogeochemistry","page":"Private","title":"ClimaOceanBiogeochemistry","text":"","category":"section"},{"location":"library/internals/","page":"Private","title":"Private","text":"Modules = [ClimaOceanBiogeochemistry, \n ClimaOceanBiogeochemistry.CarbonSystemSolvers,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver]\nPublic = false","category":"page"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:Alk}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for ALK\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:DIC}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for DIC\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:DOP}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for DOP\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:Fe}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for FeT\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:NO₃}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for NO₃\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CAN-Tuple{Any, Any, Any, Any, Val{:PO₄}, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CAN","text":"Tracer sources and sinks for PO₄\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonAlkalinityNutrients-Tuple{}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonAlkalinityNutrients","text":"CarbonAlkalinityNutrients(; reference_density = 1024,\n maximum_net_community_production_rate = 1 / day,\n phosphate_half_saturation = 1e-7 * reference_density,\n nitrate_half_saturation = 1.6e-6 * reference_density,\n iron_half_saturation = 1e-10 * reference_density,\n PAR_half_saturation = 10.0,\n PAR_attenuation_scale = 25.0,\n fraction_of_particulate_export = 0.33\n dissolved_organic_phosphate_remin_timescale = 1 / 30day,\n stoichoimetric_ratio_carbon_to_phosphate = 106.0\n stoichoimetric_ratio_nitrate_to_phosphate = 16.0\n stoichoimetric_ratio_phosphate_to_oxygen = 170.0,\n stoichoimetric_ratio_phosphate_to_iron = 4.68e-4\n stoichoimetric_ratio_carbon_to_nitrate = 106 / 16\n stoichoimetric_ratio_carbon_to_oxygen = 106 / 170,\n stoichoimetric_ratio_carbon_to_iron = 106 / 1.e-3\n stoichoimetric_ratio_silicate_to_phosphate = 15.0\n rain_ratio_inorganic_to_organic_carbon = 1e-1\n martin_curve_exponent = 0.84,\n iron_scavenging_rate = 5e-4 / day,\n ligand_concentration = 1e-9 * reference_density,\n ligand_stability_coefficient = 1e8)\n\nReturn a six-tracer biogeochemistry model for the interaction of carbon, alkalinity, and nutrients.\n\nKeyword Arguments\n\nTracer names\n\nDIC: Dissolved Inorganic Carbon\nAlk: Alkalinity\nPO₄: Phosphate (macronutrient)\nNO₃: Nitrate (macronutrient)\nDOP: Dissolved Organic Phosphate (macronutrient)\nFe: Dissolved Iron (micronutrient)\n\nBiogeochemical functions\n\ntransitions for DIC, Alk, PO₄, NO₃, DOP, and Fe\nbiogeochemical_drift_velocity for D, modeling the sinking of detritus at a constant detritus_sinking_speed.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.NutrientsPlanktonBacteriaDetritus-Tuple{}","page":"Private","title":"ClimaOceanBiogeochemistry.NutrientsPlanktonBacteriaDetritus","text":"NutrientsPlanktonBacteriaDetritus(; grid,\n maximum_plankton_growth_rate = 1/day,\n maximum_bacteria_growth_rate = 1/day\n maximum_grazing_rate = 3/day\n bacteria_yield = 0.2\n zooplankton_yield = 0.3\n linear_remineralization_rate = 0.03/day,\n linear_mortality_rate = 0.01/day,\n quadratic_mortality_rate = 0.1/day,\n quadratic_mortality_rate_Z = 1/day,\n nutrient_half_saturation = 0.1,\n detritus_half_saturation = 0.1,\n grazing_half_saturation = 3.0,\n PAR_half_saturation = 10.0,\n PAR_attenuation_scale = 25.0,\n detritus_vertical_velocity = -10/day)\n\nReturn a six-tracer biogeochemistry model for the interaction of nutrients (N), phytoplankton (P), zooplankton(Z), bacteria (B), dissolved detritus (D1), and particulate detritus (D2).\n\nKeyword Arguments\n\ngrid (required): An Oceananigans' grid.\nmaximum_plankton_growth_rate: (s⁻¹) Growth rate of plankton P unlimited by the availability of nutrients and light. Default: 1/day.\nmaximum_bacteria_growth_rate: (s⁻¹) Growth rate of plankton B unlimited by the availability of nutrients and light. Default = 0.5/day.\nmaximum_grazing_rate: (s⁻¹) Maximum grazing rate of phytoplankton by zooplankton.\nbacteria_yield: Determines fractional nutrient production by bacteria production relative to consumption of detritus such that _t N _t D = 1 - y, where y = bacteria_yield. Default: 0.2.\nlinear_remineralization_rate: (s⁻¹) Remineralization rate constant of detritus 'D', assuming linear remineralization of 'D', while implicitly modeling bacteria 'B'. Default = 0.3/day.\nlinear_mortality_rate: (s⁻¹) Linear term of the mortality rate of both plankton and bacteria.\nquadratic_mortality_rate: (s⁻¹) Quadratic term of the mortality rate of both plankton and bacteria.\nnutrient_half_saturation: (mmol m⁻³) Half-saturation of nutrients for plankton production.\ndetritus_half_saturation: (mmol m⁻³) Half-saturation of nutrients for bacteria production. Default = 10.0 mmol m⁻³.\nphytoplankton_half_saturation: (mmol m⁻³) Half-saturation of phytoplankton for zooplankton production.\nzooplankton_assimilation: Fractional assimilation efficiency for zooplankton.\nPAR_half_saturation: (W m⁻²) Half-saturation of photosynthetically available radiation (PAR) for plankton production.\nPAR_attenuation_scale: (m) Depth scale over which photosynthetically available radiation (PAR) attenuates exponentially.\ndetritus_sinking_speed: (m s⁻¹) Sinking velocity of particulate detritus.\n\nTracer names\n\nN: nutrients\nP: phytoplankton\nZ: zooplankton\nB: bacteria\nD1: detritus 1 - dissolved\nD2: detritus 2 - particulate\n\nBiogeochemical functions\n\ntransitions for N, P, Z, B, D1, D2\nbiogeochemical_drift_velocity for D2, modeling the sinking of detritus at a constant detritus_sinking_speed.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.iron_scavenging-NTuple{4, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.iron_scavenging","text":"Iron scavenging should depend on free iron, involves solving a quadratic equation in terms of ligand concentration and stability coefficient, but this is a simple first order approximation.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonChemistryCoefficients-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.CarbonChemistryCoefficients","text":"CarbonChemistryCoefficients(Θᶜ, Sᴬ, Δpᵦₐᵣ)\n\nReturn dissociation coefficients necessary to solve for the distribution of carbonate species.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Bᵀᴼᵀ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Bᵀᴼᵀ","text":"Bᵀᴼᵀ(Sᵖ, Pᴮᵀᴼᵀ)\n\nReturn total borate concentration in mol/kg-SW given practical salinity, Sᵖ. References: Uppström (1974), cited by Dickson et al. (2007, chapter 5, p 10) Millero (1982) cited in Millero (1995)\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Caᵀᴼᵀ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Caᵀᴼᵀ","text":"Caᵀᴼᵀ(Sᵖ, Pᶜᵃᵀᴼᵀ)\n\nReturn calcium concentration in mol/kg-SW given practical salinity, Sᵖ. References: Culkin and Cox (1966), Culkin (1967), Riley and Tongudai (1967) \n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀCO₂ˢᵒˡ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀCO₂ˢᵒˡ","text":"FCᵀCO₂ˢᵒˡ(Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the dissolved and hydrated CO₂ concentration in seawater given the total carbon concentration Cᵀ, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀCO₃²⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀCO₃²⁻","text":"FCᵀCO₃²⁻(Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the carbonate concentration in seawater given the total carbon concentration Cᵀ, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀHCO₃⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FCᵀHCO₃⁻","text":"FCᵀHCO₃⁻(Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the bicarbonate ion concentration in seawater given the total carbon concentration Cᵀ, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂CO₂ˢᵒˡ-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂CO₂ˢᵒˡ","text":"FpCO₂CO₂ˢᵒˡ(pCO₂, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the dissolved and hydrated CO₂ concentration in seawater given the pCO₂, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂CO₃²⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂CO₃²⁻","text":"FpCO₂CO₃²⁻(pCO₂, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the carbonate concentration in seawater given the pCO₂, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂HCO₃⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.FpCO₂HCO₃⁻","text":"FpCO₂HCO₃⁻(pCO₂, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the bicarbonate ion concentration in seawater given the pCO₂, pH, and the carbon chemistry coefficients.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fˢⁱᵗₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fˢⁱᵗₖ₁","text":"Fˢⁱᵗₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pˢⁱᵗₖ₁)\n\nReturn the first dissociation constant of silicic acid (H4SiO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pˢⁱᵗₖ₁.\n\nReferences: Yao and Millero (1995) cited by Millero (1995) pH scale : SWS (according to Dickson et al, 2007) Note : No pressure correction available Note : converted here from mol/kg-H2O to mol/kg-sw\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ˢₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ˢₖ₁","text":"Fᴴ²ˢₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴ²ˢₖ₁)\n\nReturn the dissociation constant of hydrogen sulfide in sea-water, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴ²ˢₖ₁.\n\nReferences: Millero et al. (1988) (cited by Millero (1995) Millero (1995) for pressure correction pH scale : - SWS (according to Yao and Millero, 1995, p. 82: \"refitted if necessary\") - Total (according to Lewis and Wallace, 1998) Note : we stick to SWS here for the time being Note : the fits from Millero (1995) and Yao and Millero (1995) derive from Millero et al. (1988), with all the coefficients multiplied by -ln(10)\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ᴼₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴ²ᴼₖ₁","text":"Fᴴ²ᴼₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴ²ᴼₖ₁)\n\nReturn dissociation constant of water in (mol/kg-SW)^2, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴ²ᴼₖ₁.\n\nReferences: Millero (1995) for value at p_bar = 0 Millero (pers. comm. 1996) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴˢᴼ⁴ₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴˢᴼ⁴ₖ₁","text":"Fᴴˢᴼ⁴ₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴˢᴼ⁴ₖ₁)\n\nReturn the dissociation constant of hydrogen sulfate (bisulfate) , given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴˢᴼ⁴ₖ₁.\n\nReferences: Dickson (1990) – also Handbook (2007) Millero (1995) for pressure correction pH scale : free Note : converted here from mol/kg-H2O to mol/kg-SW\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠᵦ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠᵦ₁","text":"Fᴴᶠᵦ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴᶠᵦ₁)\n\nReturn the association constant of HF in (mol/kg-SW)^-1, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴᶠᵦ₁.\n\nHF <-> H⁺ + F⁻ \n\nReferences: Dickson and Riley (1979) Millero (1995) for pressure correction pH scale : free Note : converted here from mol/kg-H2O to mol/kg-SW\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴴᶠₖ₁","text":"Fᴴᶠₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴴᶠₖ₁)\n\nReturn the dissociation constant for hydrogen fluoride in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴴᶠₖ₁.\n\nHF <-> H⁺ + F⁻ \n\nReferences: Perez and Fraga (1987) Millero (1995) for pressure correction pH scale : Total (according to Handbook, 2007\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴺᴴ⁴ₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴺᴴ⁴ₖ₁","text":"Fᴺᴴ⁴ₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴺᴴ⁴ₖ₁)\n\nReturn the dissociation constant of ammonium in sea-water [mol/kg-SW], given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴺᴴ⁴ₖ₁.\n\nReferences: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₁","text":"Fᴾᴼ⁴ₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴾᴼ⁴ₖ₁)\n\nReturn the first dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₁.\n\nReferences: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₂","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₂","text":"Fᴾᴼ⁴ₖ₂(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴾᴼ⁴ₖ₂)\n\nReturn the second dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₂.\n\nReferences: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₃","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᴾᴼ⁴ₖ₃","text":"Fᴾᴼ⁴ₖ₃(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴾᴼ⁴ₖ₃)\n\nReturn the third dissociation constant of phosphoric acid (H3PO4) in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴾᴼ⁴ₖ₃.\n\nReferences: Yao and Millero (1995) Millero (1995) for pressure correction pH scale : SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵀᴼᵀ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵀᴼᵀ","text":"Fᵀᴼᵀ(Sᵖ, Pᶠᵀᴼᵀ)\n\nReturn total fluoride concentration in mol/kg-SW given practical salinity, Sᵖ. References: Culkin (1965) (???)\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ","text":"Fᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ)\n\nReturn stoichiometric solubility product, Ω, of aragonite in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵃʳᵃᵍᵒⁿⁱᵗᵉₛₚ.\n\nReferences: Mucci (1983) Millero (1979) for pressure correction pH scale : N/A Units : (mol/kg-SW)^2\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵇₖ₁","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵇₖ₁","text":"Fᵇₖ₁(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᴮₖ₁)\n\nReturn boric acid dissociation constant in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᴮₖ₁.\n\nReferences: Dickson (1990, eq. 23) – also Handbook (2007, eq. 37) Millero (1979) pressure correction pH scale : total\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₀","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₀","text":"Fᵈⁱᶜₖ₀(Θᴷ, Sᵖ, Pᵈⁱᶜₖ₀)\n\nReturn hydration constant of CO₂ in (mol/kg-SW)/atm given temperature in K, Θᴷ, practical salinity, Sᵖ, and coefficients, Pᵈⁱᶜₖ₀.\n\nCO₂ + H₂O <-> H₂CO₃\n\nReferences: Weiss (1979) pH scale : N/A Note : currently no pressure correction\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ᵣ₉₃","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ᵣ₉₃","text":"Fᵈⁱᶜₖ₁ᵣ₉₃(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₁ᵣ₉₃)\n\nReturn the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ᵣ₉₃.\n\nH₂CO₃ <-> HCO₃⁻ + H⁺\n\nReferences: Roy et al. (1993) – also Handbook (1994) Millero (1979) pressure correction pH scale : Total Valid range: T: 0-45 S: 5-45. Note : converted here from mol/kg-H2O to mol/kg-SW\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₗ₀₀","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₗ₀₀","text":"Fᵈⁱᶜₖ₁ₗ₀₀(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₁ₗ₀₀)\n\nReturn the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ₗ₀₀.\n\nH₂CO₃ <-> HCO₃⁻ + H⁺\n\nReferences: Luecker et al. (2000) – also Handbook (2007) Millero (1979) pressure correction pH scale: Total\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₘ₉₅","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₁ₘ₉₅","text":"Fᵈⁱᶜₖ₁ₘ₉₅(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₁ₘ₉₅)\n\nReturn the first dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₁ₘ₉₅.\n\nH₂CO₃ <-> HCO₃⁻ + H⁺\n\nReferences: Millero (1995, eq 50 – ln K1(COM)) Millero (1982) pressure correction pH scale: SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ᵣ₉₃","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ᵣ₉₃","text":"Fᵈⁱᶜₖ₂ᵣ₉₃(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₂ᵣ₉₃)\n\nReturn the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ᵣ₉₃.\n\nHCO₃⁻ <-> CO₃²⁻ + H⁺\n\nReferences: Roy et al. (1993) – also Handbook (1994) Millero (1979) pressure correction pH scale : Total Valid range: T: 0-45 S: 5-45. Note : converted here from mol/kg-H2O to mol/kg-SW\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₗ₀₀","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₗ₀₀","text":"Fᵈⁱᶜₖ₂ₗ₀₀(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₂ₗ₀₀)\n\nReturn the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ₗ₀₀.\n\nHCO₃⁻ <-> CO₃²⁻ + H⁺\n\nReferences: Luecker et al. (2000) – also Handbook (2007) Millero (1979) pressure correction pH scale: Total\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₘ₉₅","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᵈⁱᶜₖ₂ₘ₉₅","text":"Fᵈⁱᶜₖ₂ₘ₉₅(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᵈⁱᶜₖ₂ₘ₉₅)\n\nReturn the second dissociation constant of carbonic acid in mol/kg-SW, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᵈⁱᶜₖ₂ₘ₉₅.\n\nHCO₃⁻ <-> CO₃²⁻ + H⁺\n\nReferences: Millero (1995, eq 51 – ln K2(COM)) Millero (1979) pressure correction pH scale: SWS\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᶜᵃˡᶜⁱᵗᵉₛₚ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.Fᶜᵃˡᶜⁱᵗᵉₛₚ","text":"Fᶜᵃˡᶜⁱᵗᵉₛₚ(Θᴷ, Sᵖ, Δpᵦₐᵣ, Pᶜᵃˡᶜⁱᵗᵉₛₚ)\n\nReturn the stoichiometric solubility product of calcite, Ω, in seawater, given temperature in K, Θᴷ, practical salinity, Sᵖ, applied pressure, Δpᵦₐᵣ, and coefficients, Pᶜᵃˡᶜⁱᵗᵉₛₚ\n\nReferences: Mucci (1983) Millero (1995) for pressure correction pH scale : N/A Units : (mol/kg-SW)^2\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₛoverH⁺₃-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₛoverH⁺₃","text":"H⁺ₛoverH⁺₃(Θᴷ, Sᵖ, Δpᵦₐᵣ)\n\nReturn the ratio HSWS/Hfree as a @inline function of salinity, Sᵖ.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₛoverH⁺ₜ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₛoverH⁺ₜ","text":"H⁺ₛoverH⁺ₜ(Θᴷ, Sᵖ, Δpᵦₐᵣ)\n\nReturn the ratio HSWS/HTot as a @inline function of salinity, Sᵖ. Reference: Munhoven pH scale: all\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₜoverH⁺₃-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.H⁺ₜoverH⁺₃","text":"H⁺ₜoverH⁺₃(Θᴷ, Sᵖ, Δpᵦₐᵣ)\n\nReturn the ratio HTot/Hfree as a @inline function of salinity, Sᵖ. Reference: Munhoven pH scale: N/A\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.H₂Oˢʷ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.H₂Oˢʷ","text":"H₂Oˢʷ(Sᵖ, Pᴴ²⁰ˢʷ)\n\nReturn the mass of pure water in one kg of seawater of practical salinity, Sᵖ. References: \"libthdyct\" – derived by Munhoven (1997) from data by Millero (1982) \"Handbook (2007)\" – Handbook (2007) pH scale: N/A\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.SO₄ᵀᴼᵀ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.SO₄ᵀᴼᵀ","text":"SO₄ᵀᴼᵀ(Sᵖ, Pˢᴼ⁴ᵀᴼᵀ)\n\nReturn total sulfate concentration in mol/kg-SW given practical salinity, Sᵖ. References: Morris, A.W. and Riley, J.P. (1966) quoted in Handbook (2007)\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.μₛ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.μₛ","text":"μₛ(Sᵖ)\n\nReturn ionic strength in mol/kg-SW, for given practical salinity, Sᵖ. References: \"libthdyct\" – derived by Munhoven (1997) from data by Millero (1982) \"Handbook (2007)\" – Handbook (2007) pH scale: N/A\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FABᵀ-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FABᵀ","text":"function FABᵀ(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FACᵀ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FACᵀ","text":"function FACᵀ(Cᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAFᵀ-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAFᵀ","text":"function FAFᵀ(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAH₂O-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAH₂O","text":"function FAH₂O(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAH₂Sᵀ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAH₂Sᵀ","text":"function FAH₂Sᵀ(H₂Sᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FANH₄ᵀ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FANH₄ᵀ","text":"function FANH₄ᵀ(NH₄ᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAPᵀ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAPᵀ","text":"function FAPᵀ(Pᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FASO₄ᵀ-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FASO₄ᵀ","text":"function FASO₄ᵀ(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FASiᵀ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FASiᵀ","text":"function FASiᵀ(Siᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAᵀ-NTuple{8, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FAᵀ","text":"function FAᵀ(Cᵀ, Aᵀ, Bᵀ, Pᵀ, Siᵀ, SO₄ᵀ, Fᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\nEvaluate the rational function form of the total alkalinity-pH equation\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FH⁺ᵢₙᵢ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FH⁺ᵢₙᵢ","text":"FH⁺ᵢₙᵢ(Aᵀ, Cᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\nCalculates the root for the 2nd order approximation of the Cᵀ-Bᵀ-Aᶜ equation for H+ around the local minimum, if it exists.\n\nReturns * 1e-03 if Aᶜ <= 0 * 1e-10 if Aᶜ >= 2Cᵀ + Bᵀ * 1e-07 if 0 < Aᶜ < 2Cᵀ + Bᵀ and the 2nd order approximation does not have a solution\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FboundsAᵀₙₕ₂ₒ-NTuple{6, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.FboundsAᵀₙₕ₂ₒ","text":" FboundsAᵀₙₕ₂ₒ(\n Cᵀ, Pᵀ, Siᵀ, NH₄ᵀ=0, H₂Sᵀ=0, Pᶜᵒᵉᶠᶠ\n )\n\nCalculate the lower and upper bounds of the \"non-water-selfionization\" contributions to total alkalinity.\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.Fᵖᴴᵤₙᵢᵣₒ","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.Fᵖᴴᵤₙᵢᵣₒ","text":"Fᵖᴴᵤₙᵢᵣₒ(Aᵀ, Cᵀ, Pᵀ, Siᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the pH of seawater given the total alkalinity Aᵀ, total carbon Cᵀ, total phosphate Pᵀ, total silicate Siᵀ, and the carbon chemistry coefficients. Uses the SolveSAPHE package (Munhoven et al., 2013), a universal, robust, pH solver that converges from any given initial value.\n\n\n\n\n\n","category":"function"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Bᵀ-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Bᵀ","text":"function F∂A∂Bᵀ(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Cᵀ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Cᵀ","text":"F∂A∂Cᵀ(Cᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Fᵀ-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Fᵀ","text":"function F∂A∂Fᵀ(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂H₂O-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂H₂O","text":"function F∂A∂H₂O(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂H₂Sᵀ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂H₂Sᵀ","text":"function F∂A∂H₂Sᵀ(H₂Sᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂NH₄ᵀ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂NH₄ᵀ","text":"function F∂A∂NH₄ᵀ(NH₄ᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Pᵀ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Pᵀ","text":"function F∂A∂Pᵀ(Pᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂SO₄ᵀ-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂SO₄ᵀ","text":"function F∂A∂SO₄ᵀ(H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Siᵀ-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.F∂A∂Siᵀ","text":"function F∂A∂Siᵀ(Siᵀ, H⁺, Pᶜᵒᵉᶠᶠ)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.BO₄H₄⁻-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.BO₄H₄⁻","text":"BO₄H₄⁻(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate borate (B(OH)₄⁻) contribution to Aᶜ using salinity as a proxy\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾-NTuple{6, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾","text":"Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾(Aᵀ, pCO₂, Pᵀ, Siᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nSolve for ocean DIC given total Alkalinity and pCO₂\n\nEstimate H⁺ (hydrogen ion conc) using estimate of Aᶜ, carbonate alkalinity after (Follows et al., 2006)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾-NTuple{6, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾","text":"Fᵖᶜᵒ²⁽ᴬᵀ⁺ᶜᵀ⁾(Aᵀ, Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nSolve for ocean pCO₂ given total Alkalinity and DIC\n\nEstimate H⁺ (hydrogen ion conc) using estimate of Aᶜ, carbonate alkalinity after (Follows et al., 2006)\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HF-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HF","text":"HF(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the hydrogen fluoride (HF) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HPO₄²⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HPO₄²⁻","text":"HPO₄²⁻(Pᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the monohydrogen phosphate (HPO₄²⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HSO₄⁻-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.HSO₄⁻","text":"HSO₄⁻(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the hydrogen sulphate (HSO₄⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H⁺ᶠʳᵉᵉ-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H⁺ᶠʳᵉᵉ","text":"H⁺ᶠʳᵉᵉ(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the \"Free\" H⁺ contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H₂PO₄⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H₂PO₄⁻","text":"H₂PO₄⁻(Pᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the dihydrogen phosphate (H₂PO₄⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H₃PO₄-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.H₃PO₄","text":"H₃PO₄(Pᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate orthophosphoric acid (H₃PO₄) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.OH⁻-Tuple{Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.OH⁻","text":"OH⁻(pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the hydroxide (OH⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.PO₄³⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.PO₄³⁻","text":"PO₄³⁻(Pᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the phosphate (PO₄³⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.SiO₄H₃⁻-Tuple{Any, Any, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.SiO₄H₃⁻","text":"SiO₄H₃⁻(Siᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nCalculate the silicate (SiO(OH)₃⁻) contribution to Aᶜ\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾-NTuple{4, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾","text":"Fᵖᴴ⁽ᴬᵀ⁺ᵖᶜᵒ²⁾(Aᵀ, pCO₂ᵃᵗᵐ, pH, Pᶜᵒᵉᶠᶠ)\n\nSolve for DIC given total Alkalinity and pCO₂\n\n\n\n\n\n","category":"method"},{"location":"library/internals/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾-NTuple{4, Any}","page":"Private","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾","text":"Fᵖᴴ⁽ᴬᵀ⁺ᶜᵀ⁾(Aᵀ, Cᵀ, pH, Pᶜᵒᵉᶠᶠ)\n\nSolve for ocean pCO₂ given total Alkalinity and DIC\n\n\n\n\n\n","category":"method"},{"location":"#ClimaOceanBiogeochemistry","page":"Home","title":"ClimaOceanBiogeochemistry","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"ClimaOceanBiogeochemistry.jl provides biogeochemistry models that integrate with Oceananigans.jl and ClimaOcean.jl.","category":"page"},{"location":"","page":"Home","title":"Home","text":"See also the Oceananigans documentation.","category":"page"},{"location":"","page":"Home","title":"Home","text":"ClimaOceanBiogeochemistry.jl is developed by the Climate Modeling Alliance and heroic external collaborators.","category":"page"},{"location":"#Installation","page":"Home","title":"Installation","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"To add ClimaOceanBiogeochemistry.jl to your local environment, type","category":"page"},{"location":"","page":"Home","title":"Home","text":"julia> using Pkg\n\njulia> Pkg.add(\"https://github.com/CliMA/ClimaOceanBiogeochemistry.jl.git\")","category":"page"},{"location":"library/public/#Public-Documentation","page":"Public","title":"Public Documentation","text":"","category":"section"},{"location":"library/public/","page":"Public","title":"Public","text":"Documentation for ClimaOceanBiogeochemistry.jl's public interface.","category":"page"},{"location":"library/public/","page":"Public","title":"Public","text":"See the Internals section of the manual for internal package docs covering all submodules.","category":"page"},{"location":"library/public/#ClimaOceanBiogeochemistry","page":"Public","title":"ClimaOceanBiogeochemistry","text":"","category":"section"},{"location":"library/public/","page":"Public","title":"Public","text":"Modules = [ClimaOceanBiogeochemistry, \n ClimaOceanBiogeochemistry.CarbonSystemSolvers,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver,\n ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver]\nPrivate = false","category":"page"},{"location":"library/public/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.UniversalRobustCarbonSystem-Union{Tuple{}, Tuple{FT}, Tuple{FT, FT}, Tuple{FT, FT, FT}, NTuple{4, FT}, NTuple{5, FT}, NTuple{6, FT}, NTuple{7, FT}, NTuple{8, FT}, NTuple{9, FT}} where FT","page":"Public","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.UniversalRobustCarbonSolver.UniversalRobustCarbonSystem","text":"UniversalRobustCarbonSystem(\n Θ :: FT = 25.0,\n Sᴬ :: FT = 35.0,\n Δpᵦₐᵣ :: FT = 0.0,\n Cᵀ :: FT = 2050.0e-6,\n Aᵀ :: FT = 2350.0e-6,\n Pᵀ :: FT = 1.0e-6,\n Siᵀ :: FT = 15.0e-6,\n pH :: FT = 8.0,\n pCO₂ᵃᵗᵐ :: FT = 280.0e-6,\n )\n\nUses the Munhoven (2013) SolveSAPHE package to solve the distribution of carbon species\n\n\n\n\n\n","category":"method"},{"location":"library/public/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.AlkalinityCorrectionCarbonSystem-Union{Tuple{}, Tuple{FT}, Tuple{FT, FT}, Tuple{FT, FT, FT}, NTuple{4, FT}, NTuple{5, FT}, NTuple{6, FT}, NTuple{7, FT}, NTuple{8, FT}, NTuple{9, FT}} where FT","page":"Public","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.AlkalinityCorrectionCarbonSolver.AlkalinityCorrectionCarbonSystem","text":"AlkalinityCorrectionCarbonSystem(\n Θ :: FT = 25.0,\n Sᴬ :: FT = 35.0,\n Δpᵦₐᵣ :: FT = 0.0,\n Cᵀ :: FT = 2050.0e-6,\n Aᵀ :: FT = 2350.0e-6,\n Pᵀ :: FT = 1.0e-6,\n Siᵀ :: FT = 15.0e-6,\n pH :: FT = 8.0,\n pCO₂ᵃᵗᵐ :: FT = 280.0e-6,\n )\n\nUses the Follows et al (2006) method to solve the distribution of carbon species\n\n\n\n\n\n","category":"method"},{"location":"library/public/#ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.DirectCubicCarbonSystem-Union{Tuple{}, Tuple{FT}, Tuple{FT, FT}, Tuple{FT, FT, FT}, NTuple{4, FT}, NTuple{5, FT}, NTuple{6, FT}, NTuple{7, FT}} where FT","page":"Public","title":"ClimaOceanBiogeochemistry.CarbonSystemSolvers.DirectCubicCarbonSolver.DirectCubicCarbonSystem","text":"DirectCubicCarbonSystem(\n Θ :: FT = 25.0,\n Sᴬ :: FT = 35.0,\n Δpᵦₐᵣ :: FT = 0.0,\n Cᵀ :: FT = 2050.0e-6,\n Aᵀ :: FT = 2350.0e-6,\n pH :: FT = 8.0,\n pCO₂ᵃᵗᵐ :: FT = 280.0e-6,\n )\n\nDirectCubicCarbonSolver solves a cubic equation in terms of [H⁺]; Not for serious use, but as a placeholder and for testing purposes\n\n\n\n\n\n","category":"method"}] +} diff --git a/previews/PR27/siteinfo.js b/previews/PR27/siteinfo.js new file mode 100644 index 0000000..63a847b --- /dev/null +++ b/previews/PR27/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "previews/PR27"; diff --git a/versions.js b/versions.js new file mode 100644 index 0000000..4ec0f8f --- /dev/null +++ b/versions.js @@ -0,0 +1,5 @@ +var DOC_VERSIONS = [ + "dev", +]; +var DOCUMENTER_NEWEST = "dev"; +var DOCUMENTER_STABLE = "dev";
        GitHub
        using Oceananigans
+using Oceananigans.Units
+using Oceananigans
+using Oceananigans.Grids: znode
+using Oceananigans.Biogeochemistry: AbstractBiogeochemistry
+using Oceananigans.TurbulenceClosures: CATKEVerticalDiffusivity
+
+using Printf
+
+import Oceananigans.Biogeochemistry: required_biogeochemical_tracers
+
+"""
+    SimplePlanktonGrowthDeath(; growth_rate = 1/day
+                                shortwave_attenuation_scale = 20.0
+                                mortality_rate = 0.1/day)
+
+Return a single-tracer biogeochemistry model for growing and dying plankton.
+"""
+Base.@kwdef struct SimplePlanktonGrowthDeath{FT} <: AbstractBiogeochemistry
+    growth_rate :: FT = 1/day
+    shortwave_attenuation_scale :: FT = 20.0
+    mortality_rate :: FT = 0.1/day
+end
+
+@inline required_biogeochemical_tracers(::SimplePlanktonGrowthDeath) = tuple(:P)
+
+const c = Center()
+
+@inline function (bgc::SimplePlanktonGrowthDeath)(i, j, k, grid, ::Val{:P}, clock, fields)
+   μ₀ = bgc.growth_rate
+   λ = bgc.shortwave_attenuation_scale
+   m = bgc.mortality_rate
+   P = @inbounds fields.P[i, j, k]
+   z = znode(i, j, k, grid, c, c, c)
+   return (μ₀ * exp(z / λ) - m) * P
+end

        We set up the model

        grid = RectilinearGrid(size = 64,
+                       z = (-256meters, 0),
+                       topology = (Flat, Flat, Bounded))
+
+Qᵇ(t) = ifelse(t < 4days, 1e-7, 0.0)
+b_bcs = FieldBoundaryConditions(top = FluxBoundaryCondition(Qᵇ))
+
+model = HydrostaticFreeSurfaceModel(; grid,
+                                    biogeochemistry = SimplePlanktonGrowthDeath(),
+                                    closure = CATKEVerticalDiffusivity(),
+                                    tracers = (:b, :e),
+                                    buoyancy = BuoyancyTracer(),
+                                    boundary_conditions = (; b=b_bcs))
+
+N² = 1e-5 # s⁻²
+bᵢ(z) = N² * z
+set!(model, b=bᵢ, P=1e-2, e=1e-6)
+
+simulation = Simulation(model, Δt=10minutes, stop_time=8days)
+
+progress(sim) = @printf("Iteration: %d, time: %s, max(P): %.2e \n",
+                        iteration(sim), prettytime(sim), maximum(model.tracers.P))
+
+simulation.callbacks[:progress] = Callback(progress, IterationInterval(10))
+
+outputs = merge(model.velocities, model.tracers)
+filename = "simple_plankton_growth_death.jld2"
+
+simulation.output_writers[:fields] = JLD2OutputWriter(model, outputs;
+                                                      filename,
+                                                      schedule = TimeInterval(20minutes),
+                                                      overwrite_existing = true)
+
+run!(simulation)
        [ Info: Initializing simulation...
+Iteration: 0, time: 0 seconds, max(P): 1.00e-02
+[ Info:     ... simulation initialization complete (6.864 seconds)
+[ Info: Executing initial time step...
+[ Info:     ... initial time step complete (12.248 seconds).
+Iteration: 10, time: 1.667 hours, max(P): 1.05e-02
+Iteration: 20, time: 3.333 hours, max(P): 1.09e-02
+Iteration: 30, time: 5 hours, max(P): 1.12e-02
+Iteration: 40, time: 6.667 hours, max(P): 1.14e-02
+Iteration: 50, time: 8.333 hours, max(P): 1.16e-02
+Iteration: 60, time: 10 hours, max(P): 1.19e-02
+Iteration: 70, time: 11.667 hours, max(P): 1.21e-02
+Iteration: 80, time: 13.333 hours, max(P): 1.23e-02
+Iteration: 90, time: 15 hours, max(P): 1.25e-02
+Iteration: 100, time: 16.667 hours, max(P): 1.26e-02
+Iteration: 110, time: 18.333 hours, max(P): 1.29e-02
+Iteration: 120, time: 20 hours, max(P): 1.30e-02
+Iteration: 130, time: 21.667 hours, max(P): 1.32e-02
+Iteration: 140, time: 23.333 hours, max(P): 1.33e-02
+Iteration: 150, time: 1.042 days, max(P): 1.34e-02
+Iteration: 160, time: 1.111 days, max(P): 1.36e-02
+Iteration: 170, time: 1.181 days, max(P): 1.37e-02
+Iteration: 180, time: 1.250 days, max(P): 1.38e-02
+Iteration: 190, time: 1.319 days, max(P): 1.39e-02
+Iteration: 200, time: 1.389 days, max(P): 1.40e-02
+Iteration: 210, time: 1.458 days, max(P): 1.41e-02
+Iteration: 220, time: 1.528 days, max(P): 1.42e-02
+Iteration: 230, time: 1.597 days, max(P): 1.43e-02
+Iteration: 240, time: 1.667 days, max(P): 1.44e-02
+Iteration: 250, time: 1.736 days, max(P): 1.45e-02
+Iteration: 260, time: 1.806 days, max(P): 1.46e-02
+Iteration: 270, time: 1.875 days, max(P): 1.47e-02
+Iteration: 280, time: 1.944 days, max(P): 1.47e-02
+Iteration: 290, time: 2.014 days, max(P): 1.48e-02
+Iteration: 300, time: 2.083 days, max(P): 1.49e-02
+Iteration: 310, time: 2.153 days, max(P): 1.50e-02
+Iteration: 320, time: 2.222 days, max(P): 1.50e-02
+Iteration: 330, time: 2.292 days, max(P): 1.51e-02
+Iteration: 340, time: 2.361 days, max(P): 1.52e-02
+Iteration: 350, time: 2.431 days, max(P): 1.52e-02
+Iteration: 360, time: 2.500 days, max(P): 1.53e-02
+Iteration: 370, time: 2.569 days, max(P): 1.54e-02
+Iteration: 380, time: 2.639 days, max(P): 1.54e-02
+Iteration: 390, time: 2.708 days, max(P): 1.55e-02
+Iteration: 400, time: 2.778 days, max(P): 1.55e-02
+Iteration: 410, time: 2.847 days, max(P): 1.56e-02
+Iteration: 420, time: 2.917 days, max(P): 1.56e-02
+Iteration: 430, time: 2.986 days, max(P): 1.57e-02
+Iteration: 440, time: 3.056 days, max(P): 1.57e-02
+Iteration: 450, time: 3.125 days, max(P): 1.58e-02
+Iteration: 460, time: 3.194 days, max(P): 1.58e-02
+Iteration: 470, time: 3.264 days, max(P): 1.58e-02
+Iteration: 480, time: 3.333 days, max(P): 1.59e-02
+Iteration: 490, time: 3.403 days, max(P): 1.59e-02
+Iteration: 500, time: 3.472 days, max(P): 1.60e-02
+Iteration: 510, time: 3.542 days, max(P): 1.60e-02
+Iteration: 520, time: 3.611 days, max(P): 1.60e-02
+Iteration: 530, time: 3.681 days, max(P): 1.61e-02
+Iteration: 540, time: 3.750 days, max(P): 1.61e-02
+Iteration: 550, time: 3.819 days, max(P): 1.61e-02
+Iteration: 560, time: 3.889 days, max(P): 1.62e-02
+Iteration: 570, time: 3.958 days, max(P): 1.62e-02
+Iteration: 580, time: 4.028 days, max(P): 1.61e-02
+Iteration: 590, time: 4.097 days, max(P): 1.67e-02
+Iteration: 600, time: 4.167 days, max(P): 1.73e-02
+Iteration: 610, time: 4.236 days, max(P): 1.80e-02
+Iteration: 620, time: 4.306 days, max(P): 1.86e-02
+Iteration: 630, time: 4.375 days, max(P): 1.94e-02
+Iteration: 640, time: 4.444 days, max(P): 2.01e-02
+Iteration: 650, time: 4.514 days, max(P): 2.08e-02
+Iteration: 660, time: 4.583 days, max(P): 2.15e-02
+Iteration: 670, time: 4.653 days, max(P): 2.22e-02
+Iteration: 680, time: 4.722 days, max(P): 2.29e-02
+Iteration: 690, time: 4.792 days, max(P): 2.36e-02
+Iteration: 700, time: 4.861 days, max(P): 2.42e-02
+Iteration: 710, time: 4.931 days, max(P): 2.49e-02
+Iteration: 720, time: 5 days, max(P): 2.55e-02
+Iteration: 730, time: 5.069 days, max(P): 2.62e-02
+Iteration: 740, time: 5.139 days, max(P): 2.69e-02
+Iteration: 750, time: 5.208 days, max(P): 2.75e-02
+Iteration: 760, time: 5.278 days, max(P): 2.82e-02
+Iteration: 770, time: 5.347 days, max(P): 2.88e-02
+Iteration: 780, time: 5.417 days, max(P): 2.95e-02
+Iteration: 790, time: 5.486 days, max(P): 3.01e-02
+Iteration: 800, time: 5.556 days, max(P): 3.08e-02
+Iteration: 810, time: 5.625 days, max(P): 3.15e-02
+Iteration: 820, time: 5.694 days, max(P): 3.22e-02
+Iteration: 830, time: 5.764 days, max(P): 3.28e-02
+Iteration: 840, time: 5.833 days, max(P): 3.35e-02
+Iteration: 850, time: 5.903 days, max(P): 3.42e-02
+Iteration: 860, time: 5.972 days, max(P): 3.49e-02
+Iteration: 870, time: 6.042 days, max(P): 3.57e-02
+Iteration: 880, time: 6.111 days, max(P): 3.64e-02
+Iteration: 890, time: 6.181 days, max(P): 3.71e-02
+Iteration: 900, time: 6.250 days, max(P): 3.79e-02
+Iteration: 910, time: 6.319 days, max(P): 3.86e-02
+Iteration: 920, time: 6.389 days, max(P): 3.94e-02
+Iteration: 930, time: 6.458 days, max(P): 4.01e-02
+Iteration: 940, time: 6.528 days, max(P): 4.09e-02
+Iteration: 950, time: 6.597 days, max(P): 4.17e-02
+Iteration: 960, time: 6.667 days, max(P): 4.25e-02
+Iteration: 970, time: 6.736 days, max(P): 4.34e-02
+Iteration: 980, time: 6.806 days, max(P): 4.42e-02
+Iteration: 990, time: 6.875 days, max(P): 4.51e-02
+Iteration: 1000, time: 6.944 days, max(P): 4.59e-02
+Iteration: 1010, time: 7.014 days, max(P): 4.68e-02
+Iteration: 1020, time: 7.083 days, max(P): 4.77e-02
+Iteration: 1030, time: 7.153 days, max(P): 4.87e-02
+Iteration: 1040, time: 7.222 days, max(P): 4.96e-02
+Iteration: 1050, time: 7.292 days, max(P): 5.06e-02
+Iteration: 1060, time: 7.361 days, max(P): 5.15e-02
+Iteration: 1070, time: 7.431 days, max(P): 5.25e-02
+Iteration: 1080, time: 7.500 days, max(P): 5.35e-02
+Iteration: 1090, time: 7.569 days, max(P): 5.46e-02
+Iteration: 1100, time: 7.639 days, max(P): 5.56e-02
+Iteration: 1110, time: 7.708 days, max(P): 5.67e-02
+Iteration: 1120, time: 7.778 days, max(P): 5.78e-02
+Iteration: 1130, time: 7.847 days, max(P): 5.89e-02
+Iteration: 1140, time: 7.917 days, max(P): 6.00e-02
+Iteration: 1150, time: 7.986 days, max(P): 6.12e-02
+[ Info: Simulation is stopping after running for 22.695 seconds.
+[ Info: Simulation time 8 days equals or exceeds stop time 8 days.

        Now we load the saved output and plot

        using CairoMakie
+
+bt = FieldTimeSeries(filename, "b")
+et = FieldTimeSeries(filename, "e")
+Pt = FieldTimeSeries(filename, "P")
+
+t = bt.times
+Nt = length(t)
+z = znodes(bt)
+
+fig = Figure(size=(800, 400))
+
+axb = Axis(fig[1, 1], ylabel="z (m)", xlabel="Buoyancy (m² s⁻³)")
+axe = Axis(fig[1, 2], ylabel="z (m)", xlabel="Turbulent kinetic energy (m² s²)")
+axP = Axis(fig[1, 3], ylabel="z (m)", xlabel="Plankton concentration")
+
+xlims!(axe, -1e-5, 1e-3)
+xlims!(axP, 0, 0.1)
+
+n = Observable(1)
+
+title = @lift @sprintf("Convecting plankton at t = %d days", t[$n] / day)
+Label(fig[0, 1:3], title)
+
+bn = @lift interior(bt[$n], 1, 1, :)
+en = @lift interior(et[$n], 1, 1, :)
+Pn = @lift interior(Pt[$n], 1, 1, :)
+
+lines!(axb, bn, z)
+lines!(axe, en, z)
+lines!(axP, Pn, z)
+
+fig
+
+record(fig, "simple_plankton_growth_death.mp4", 1:Nt, framerate=24) do nn
+    n[] = nn
+end
        "simple_plankton_growth_death.mp4"

        This page was generated using Literate.jl.

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