notebooks/ssebop.ipynb

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   "source": [
    "# Actual Evapotranspiration"
   ]
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    "from __future__ import annotations\n",
    "\n",
    "from pathlib import Path\n",
    "\n",
    "import networkx as nx\n",
    "import osmnx as ox\n",
    "import pandas as pd\n",
    "\n",
    "import pygeohydro as gh\n",
    "from pynhd import NLDI"
   ]
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   "source": [
    "The daily actual evapotranspiration can be retrieved from [SEEBop](https://earlywarning.usgs.gov/ssebop/modis/daily) database. Note that since this service does not offer a web service and data are available as raster files on the server, so this function is not as fast as other functions and download speed might be the bottleneck.\n",
    "\n",
    "You can get the actual ET for position-based requests using ``ssebopeta_bycoords`` and for geometry-based requests using ``ssebopeta_bygeom``."
   ]
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   "source": [
    "Now, let's see `ssebopeta_bycoords` in action. The coordinates must be a dataframe with three columns: ``id``, ``x``, and ``y``. Let's use [osmnx](https://github.com/gboeing/osmnx) package to get a street network:"
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    "G = ox.graph_from_place(\"Piedmont, California, USA\", network_type=\"drive\")"
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   "source": [
    "Now, we can get land cover and tree canopy for each node based on their coordinates and then plot the results. "
   ]
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    "dates = (\"2005-10-01\", \"2005-10-05\")\n",
    "x, y = nx.get_node_attributes(G, \"x\"), nx.get_node_attributes(G, \"y\")\n",
    "coords = pd.DataFrame({\"id\": x.keys(), \"x\": x.values(), \"y\": y.values()})\n",
    "ds = gh.ssebopeta_bycoords(coords, dates=dates)"
   ]
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   "source": [
    "The function returns a ``xarray.Dataset``:"
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   "execution_count": 4,
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       "Dimensions:      (time: 5, location_id: 353)\n",
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       "  * time         (time) datetime64[ns] 40B 2005-10-01 2005-10-02 ... 2005-10-05\n",
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       "    y            (location_id) float64 3kB 37.83 37.82 37.82 ... 37.82 37.83</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-d4197acf-ba50-437e-bd69-5be6a7f2d237' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d4197acf-ba50-437e-bd69-5be6a7f2d237' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 5</li><li><span class='xr-has-index'>location_id</span>: 353</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-28755e74-df20-48cf-82de-dd761a328cf6' class='xr-section-summary-in' type='checkbox'  checked><label for='section-28755e74-df20-48cf-82de-dd761a328cf6' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2005-10-01 ... 2005-10-05</div><input id='attrs-4fe7151a-6513-4bfb-b199-e7fcf3428e55' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4fe7151a-6513-4bfb-b199-e7fcf3428e55' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-22741516-d83e-4375-8e16-fb5102460ef3' class='xr-var-data-in' type='checkbox'><label for='data-22741516-d83e-4375-8e16-fb5102460ef3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2005-10-01T00:00:00.000000000&#x27;, &#x27;2005-10-02T00:00:00.000000000&#x27;,\n",
       "       &#x27;2005-10-03T00:00:00.000000000&#x27;, &#x27;2005-10-04T00:00:00.000000000&#x27;,\n",
       "       &#x27;2005-10-05T00:00:00.000000000&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>location_id</span></div><div class='xr-var-dims'>(location_id)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>53017091 53018397 ... 11036463561</div><input id='attrs-1c5972ba-a48f-4211-92f7-b686e8d7d7a1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1c5972ba-a48f-4211-92f7-b686e8d7d7a1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3d387467-2c1c-4a09-987f-adf1c418d0fc' class='xr-var-data-in' type='checkbox'><label for='data-3d387467-2c1c-4a09-987f-adf1c418d0fc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([   53017091,    53018397,    53018399, ..., 10879933448, 10879933463,\n",
       "       11036463561])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2f728fd7-71f3-4cb0-b4cb-9f7904f7e8a0' class='xr-section-summary-in' type='checkbox'  checked><label for='section-2f728fd7-71f3-4cb0-b4cb-9f7904f7e8a0' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>eta</span></div><div class='xr-var-dims'>(time, location_id)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-2c9601dc-994a-483c-b661-a97ec9d289f2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2c9601dc-994a-483c-b661-a97ec9d289f2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f2d0b0f-23be-4651-8025-ede3b949ad7d' class='xr-var-data-in' type='checkbox'><label for='data-7f2d0b0f-23be-4651-8025-ede3b949ad7d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>mm/day</dd><dt><span>long_name :</span></dt><dd>Actual ET</dd><dt><span>nodatavals :</span></dt><dd>(nan,)</dd></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
       "       [0., 0., 0., ..., 0., 0., 0.],\n",
       "       [0., 0., 0., ..., 0., 0., 0.],\n",
       "       [0., 0., 0., ..., 0., 0., 0.],\n",
       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(location_id)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-122.2 -122.2 ... -122.2 -122.2</div><input id='attrs-4db32e09-ad69-4a36-927a-93ab341df683' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4db32e09-ad69-4a36-927a-93ab341df683' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68b1070a-a95a-44ad-99c5-0301c05c7bed' class='xr-var-data-in' type='checkbox'><label for='data-68b1070a-a95a-44ad-99c5-0301c05c7bed' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>crs :</span></dt><dd>EPSG:4326</dd></dl></div><div class='xr-var-data'><pre>array([-122.2476037, -122.247194 , -122.2461131, -122.2453379,\n",
       "       -122.2444669, -122.2479691, -122.2469627, -122.2303409,\n",
       "       -122.2307834, -122.229516 , -122.2313266, -122.2323445,\n",
       "       -122.2332423, -122.2348794, -122.2321195, -122.2322396,\n",
       "       -122.2315938, -122.2295143, -122.2282824, -122.227674 ,\n",
       "       -122.226868 , -122.2268764, -122.2270828, -122.2400125,\n",
       "       -122.2392908, -122.2304996, -122.2151674, -122.2148121,\n",
       "       -122.2384621, -122.2376271, -122.2253469, -122.2255549,\n",
       "       -122.2294839, -122.2493362, -122.2139202, -122.2135729,\n",
       "       -122.2404033, -122.23834  , -122.2377658, -122.2364282,\n",
       "       -122.2402614, -122.2395511, -122.2373988, -122.2368123,\n",
       "       -122.2263838, -122.2264641, -122.2184569, -122.2170302,\n",
       "       -122.2256904, -122.2252276, -122.2252192, -122.2252259,\n",
       "       -122.2252231, -122.2252253, -122.2252349, -122.226454 ,\n",
       "       -122.2277511, -122.2470352, -122.2292657, -122.2280234,\n",
       "       -122.2244134, -122.2285133, -122.2285844, -122.2287105,\n",
       "       -122.2191991, -122.2377708, -122.2367363, -122.235687 ,\n",
       "       -122.2349639, -122.234299 , -122.2332964, -122.2322968,\n",
       "       -122.2313252, -122.2460947, -122.2441166, -122.2157668,\n",
       "       -122.2163966, -122.2182735, -122.2455221, -122.2448105,\n",
       "...\n",
       "       -122.2174245, -122.2155483, -122.2154558, -122.2152171,\n",
       "       -122.2138585, -122.2143266, -122.2150145, -122.2239683,\n",
       "       -122.2441145, -122.2437901, -122.2200048, -122.2170155,\n",
       "       -122.2172113, -122.2172435, -122.2173427, -122.2179964,\n",
       "       -122.2186181, -122.2252103, -122.2360598, -122.2405877,\n",
       "       -122.2323471, -122.2320681, -122.2288842, -122.2218174,\n",
       "       -122.2427311, -122.2429065, -122.2346781, -122.2395073,\n",
       "       -122.231403 , -122.215793 , -122.2296797, -122.228907 ,\n",
       "       -122.2447022, -122.2375608, -122.235045 , -122.2251515,\n",
       "       -122.2294363, -122.2306964, -122.2303224, -122.2295148,\n",
       "       -122.2156677, -122.2138784, -122.2128554, -122.2331152,\n",
       "       -122.236954 , -122.2411059, -122.2442009, -122.2158366,\n",
       "       -122.2290392, -122.2293604, -122.2294709, -122.2409528,\n",
       "       -122.2273591, -122.2274198, -122.2224286, -122.2365132,\n",
       "       -122.2358275, -122.2414795, -122.2335275, -122.2391344,\n",
       "       -122.2150595, -122.2251306, -122.219283 , -122.2429917,\n",
       "       -122.2191302, -122.2404037, -122.2438277, -122.2413041,\n",
       "       -122.2185562, -122.2183304, -122.2124914, -122.2315277,\n",
       "       -122.2336477, -122.2452112, -122.237608 , -122.2376269,\n",
       "       -122.2272582])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y</span></div><div class='xr-var-dims'>(location_id)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>37.83 37.82 37.82 ... 37.82 37.83</div><input id='attrs-bccf107a-a911-422f-a660-567eb342497e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bccf107a-a911-422f-a660-567eb342497e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-96747d0d-a6f5-478b-b56c-9d6d88c2c588' class='xr-var-data-in' type='checkbox'><label for='data-96747d0d-a6f5-478b-b56c-9d6d88c2c588' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>crs :</span></dt><dd>EPSG:4326</dd></dl></div><div class='xr-var-data'><pre>array([37.8262501, 37.8242243, 37.8248998, 37.8254056, 37.8259478,\n",
       "       37.8232859, 37.8239377, 37.8210859, 37.8221537, 37.8210912,\n",
       "       37.8209662, 37.8207744, 37.8198958, 37.8238898, 37.8248262,\n",
       "       37.8271611, 37.8272923, 37.8220724, 37.8220912, 37.8220836,\n",
       "       37.8217266, 37.8212368, 37.8200158, 37.8184846, 37.8178455,\n",
       "       37.8246486, 37.8122894, 37.8127499, 37.8194317, 37.8185659,\n",
       "       37.8269817, 37.828779 , 37.8235785, 37.823668 , 37.8183966,\n",
       "       37.8168525, 37.8260793, 37.8258815, 37.8245813, 37.8230566,\n",
       "       37.8279425, 37.8288236, 37.8263178, 37.8248969, 37.8236878,\n",
       "       37.82418  , 37.8156228, 37.8158031, 37.8211924, 37.8200253,\n",
       "       37.8188728, 37.8185338, 37.8171025, 37.8165846, 37.8152545,\n",
       "       37.8172015, 37.8172157, 37.8217025, 37.8278325, 37.8287374,\n",
       "       37.8269448, 37.8265169, 37.8268347, 37.8276842, 37.8144208,\n",
       "       37.8288993, 37.8288474, 37.828796 , 37.8287615, 37.8287777,\n",
       "       37.8291125, 37.8294433, 37.8297895, 37.8219782, 37.8207638,\n",
       "       37.8216046, 37.8225273, 37.8186816, 37.8275035, 37.8265536,\n",
       "       37.8240471, 37.8234635, 37.8307469, 37.8317258, 37.8181111,\n",
       "       37.8188312, 37.8188938, 37.8174977, 37.8166783, 37.8250561,\n",
       "       37.8246094, 37.8256122, 37.8239692, 37.819794 , 37.8219943,\n",
       "       37.8220071, 37.8219975, 37.8171491, 37.8251999, 37.828124 ,\n",
       "...\n",
       "       37.823533 , 37.8163889, 37.8144682, 37.814856 , 37.8200198,\n",
       "       37.8198802, 37.8201368, 37.8219929, 37.8218178, 37.8224344,\n",
       "       37.8224431, 37.8196852, 37.8191121, 37.8189988, 37.8183045,\n",
       "       37.8212921, 37.8186877, 37.8273052, 37.8270584, 37.8271061,\n",
       "       37.8258721, 37.8186668, 37.8188712, 37.8190513, 37.8190355,\n",
       "       37.8185311, 37.8169939, 37.8125359, 37.8143421, 37.8286865,\n",
       "       37.8279836, 37.8140868, 37.8139809, 37.8142733, 37.8147257,\n",
       "       37.8147924, 37.8177223, 37.818045 , 37.8299617, 37.8202634,\n",
       "       37.8286283, 37.8172303, 37.8172705, 37.8220821, 37.8177198,\n",
       "       37.8252141, 37.8251308, 37.8198618, 37.8207674, 37.8212141,\n",
       "       37.818041 , 37.8251455, 37.8312053, 37.8223909, 37.8183689,\n",
       "       37.8194227, 37.8268344, 37.8295039, 37.824906 , 37.8210034,\n",
       "       37.8210021, 37.8156326, 37.8140654, 37.8180883, 37.8171444,\n",
       "       37.8223819, 37.8204642, 37.8284981, 37.8125072, 37.8308162,\n",
       "       37.8295932, 37.8296599, 37.8202652, 37.822033 , 37.8222571,\n",
       "       37.8177488, 37.8227743, 37.8216939, 37.8285048, 37.8243487,\n",
       "       37.8269485, 37.8128516, 37.8309743, 37.8236695, 37.8242927,\n",
       "       37.8236278, 37.8285877, 37.828173 , 37.8202085, 37.8154516,\n",
       "       37.8154062, 37.818037 , 37.8164697, 37.8276069, 37.8209874,\n",
       "       37.8184652, 37.8185653, 37.8301227])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a74a46b7-385c-42ac-b3d1-fd6a8e3126f0' class='xr-section-summary-in' type='checkbox'  ><label for='section-a74a46b7-385c-42ac-b3d1-fd6a8e3126f0' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-01ee9e9c-bb50-4a28-b53f-7c7a65dd6343' class='xr-index-data-in' type='checkbox'/><label for='index-01ee9e9c-bb50-4a28-b53f-7c7a65dd6343' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2005-10-01&#x27;, &#x27;2005-10-02&#x27;, &#x27;2005-10-03&#x27;, &#x27;2005-10-04&#x27;,\n",
       "               &#x27;2005-10-05&#x27;],\n",
       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>location_id</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-3000fcee-38b3-43de-8991-3a076b7c13f6' class='xr-index-data-in' type='checkbox'/><label for='index-3000fcee-38b3-43de-8991-3a076b7c13f6' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([   53017091,    53018397,    53018399,    53018402,    53018404,\n",
       "          53018410,    53018411,    53021742,    53021743,    53021750,\n",
       "       ...\n",
       "        9231102999,  9656853491,  9656853494, 10232094660, 10677487586,\n",
       "       10684132265, 10747500178, 10879933448, 10879933463, 11036463561],\n",
       "      dtype=&#x27;int64&#x27;, name=&#x27;location_id&#x27;, length=353))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-601cd2e2-287d-40b1-ba3b-d10be1dd90c3' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-601cd2e2-287d-40b1-ba3b-d10be1dd90c3' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 23kB\n",
       "Dimensions:      (time: 5, location_id: 353)\n",
       "Coordinates:\n",
       "  * time         (time) datetime64[ns] 40B 2005-10-01 2005-10-02 ... 2005-10-05\n",
       "  * location_id  (location_id) int64 3kB 53017091 53018397 ... 11036463561\n",
       "Data variables:\n",
       "    eta          (time, location_id) float64 14kB 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    x            (location_id) float64 3kB -122.2 -122.2 ... -122.2 -122.2\n",
       "    y            (location_id) float64 3kB 37.83 37.82 37.82 ... 37.82 37.83"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's add the average value of obtained ETAs to the street nodes:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "eta_m = ds.mean(dim=\"time\").eta\n",
    "eta_dict = {sid: eta_m.sel(location_id=sid).item() for sid in eta_m.location_id.values}\n",
    "nx.set_node_attributes(G, eta_dict, \"eta\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "nc = ox.plot.get_node_colors_by_attr(G, \"eta\", cmap=\"viridis\")\n",
    "fig, ax = ox.plot_graph(\n",
    "    G,\n",
    "    node_color=nc,\n",
    "    node_size=20,\n",
    "    save=True,\n",
    "    bgcolor=\"w\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, we get a watershed geometry using NLDI and then get the actual ET within its geometry."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-11-12T23:05:17.892943Z",
     "iopub.status.busy": "2021-11-12T23:05:17.892237Z",
     "iopub.status.idle": "2021-11-12T23:05:17.965790Z",
     "shell.execute_reply": "2021-11-12T23:05:17.966110Z"
    }
   },
   "outputs": [],
   "source": [
    "geometry = NLDI().get_basins(\"01315500\").geometry.iloc[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-11-12T23:05:17.970662Z",
     "iopub.status.busy": "2021-11-12T23:05:17.968683Z",
     "iopub.status.idle": "2021-11-12T23:05:22.772221Z",
     "shell.execute_reply": "2021-11-12T23:05:22.772545Z"
    }
   },
   "outputs": [],
   "source": [
    "eta = gh.ssebopeta_bygeom(geometry, dates=dates)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-11-12T23:05:22.788605Z",
     "iopub.status.busy": "2021-11-12T23:05:22.788037Z",
     "iopub.status.idle": "2021-11-12T23:05:23.379668Z",
     "shell.execute_reply": "2021-11-12T23:05:23.379985Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 666.667x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = eta.isel(time=4).plot(size=5)\n",
    "date = eta.isel(time=4).time.dt.strftime(\"%Y-%m-%d\").values\n",
    "ax.axes.set_title(f\"Actual Evapotranspiration ({date})\")\n",
    "ax.figure.savefig(\"_static/eta.png\", bbox_inches=\"tight\", facecolor=\"w\")\n",
    "ax.figure.savefig(Path(\"_static\", \"ssebop.png\"), dpi=300, bbox_inches=\"tight\", facecolor=\"w\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}