From e813936786238775101001c56bfe07bd085ec7f0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dav=C3=ADd=20Brakenhoff?= Date: Wed, 14 Feb 2024 11:05:53 +0100 Subject: [PATCH] update notebooks - hide cross section figure cell - add trailing semi colons to suppress output - remove last cell linking to next nb --- docs/04pumpingtests/0_synthetic_data.ipynb | 27 ++++------- .../confined1_oude_korendijk.ipynb | 8 ++-- docs/04pumpingtests/confined2_grindley.ipynb | 30 ++++++------ docs/04pumpingtests/confined3_sioux.ipynb | 14 +++--- docs/04pumpingtests/confined4_schroth.ipynb | 22 +++++---- docs/04pumpingtests/confined5_nevada.ipynb | 14 +++--- docs/04pumpingtests/leaky1_dalem.ipynb | 47 +++++++++---------- docs/04pumpingtests/leaky2_hardixveld.ipynb | 37 +++++++-------- docs/04pumpingtests/leaky3_texashill.ipynb | 27 +++++------ docs/04pumpingtests/slug1_pratt_county.ipynb | 23 ++++----- docs/04pumpingtests/slug2_falling_head.ipynb | 27 +++++------ docs/04pumpingtests/slug3_multiwell.ipynb | 27 +++++------ docs/04pumpingtests/slug4_dawsonville.ipynb | 20 ++++---- .../unconfined1_vennebulten.ipynb | 41 +++++++--------- docs/04pumpingtests/unconfined2_moench.ipynb | 31 +++++------- 15 files changed, 177 insertions(+), 218 deletions(-) diff --git a/docs/04pumpingtests/0_synthetic_data.ipynb b/docs/04pumpingtests/0_synthetic_data.ipynb index 711a4a7..0b98152 100644 --- a/docs/04pumpingtests/0_synthetic_data.ipynb +++ b/docs/04pumpingtests/0_synthetic_data.ipynb @@ -338,8 +338,7 @@ "plt.legend()\n", "plt.xlabel(\"time (d)\")\n", "plt.ylabel(\"drawdown (m)\")\n", - "fig.suptitle(\"Drawdown model and observations with noise: $\\sigma$ = 0.02\")\n", - "plt.show()" + "fig.title(\"Drawdown model and observations with noise: $\\sigma$ = 0.02\");" ] }, { @@ -369,8 +368,7 @@ "plt.legend()\n", "plt.xlabel(\"time (d)\")\n", "plt.ylabel(\"drawdown (m)\")\n", - "fig.suptitle(\"Drawdown model and observations with noise: $\\sigma$ = 0.05\")\n", - "plt.show()" + "fig.title(\"Drawdown model and observations with noise: $\\sigma$ = 0.05\");" ] }, { @@ -584,7 +582,7 @@ "plt.title(\n", " \"Ttim analysis with synthetic data, Calibrated model with $\\sigma$ = 0.02 errors at 30 m.\"\n", ")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -744,7 +742,7 @@ "plt.xlabel(\"time (d)\")\n", "plt.ylabel(\"drawdown (m)\")\n", "plt.title(\"ttim analysis with synthetic data, sig=0.02 errors at 90 m.\")\n", - "plt.legend(loc=\"best\")" + "plt.legend(loc=\"best\");" ] }, { @@ -920,7 +918,7 @@ "plt.xlabel(\"time (d)\")\n", "plt.ylabel(\"drawdown (m)\")\n", "plt.title(\"ttim analysis with synthetic data without errors.\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -1073,7 +1071,7 @@ "plt.xlabel(\"time (d)\")\n", "plt.ylabel(\"drawdown (m)\")\n", "plt.title(\"ttim analysis with synthetic data and errors with sig=0.02\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -1226,7 +1224,7 @@ "plt.xlabel(\"time (d)\")\n", "plt.ylabel(\"drawdown (m)\")\n", "plt.title(\"ttim analysis with synthetic data and errors with sig=0.05\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -1252,17 +1250,8 @@ "* Initiated a TTim model instance using the `Model` class\n", "* Sampled observation data from the model and defined the synthetic data by adding noise.\n", "* Calibrated the model with the `Calibrate` class using one and two calibration wells\n", - "* Inspected the calibration performance\n", - "\n", - "Next Example:\n", - "\n", - "* Pumping test analysis of a confined aquifer: [Example 1 - Pumping Test of Confined Aquifer](confined1_oude_korendijk.ipynb)\n" + "* Inspected the calibration performance" ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [] } ], "metadata": { diff --git a/docs/04pumpingtests/confined1_oude_korendijk.ipynb b/docs/04pumpingtests/confined1_oude_korendijk.ipynb index 0c71b08..b5a46a6 100644 --- a/docs/04pumpingtests/confined1_oude_korendijk.ipynb +++ b/docs/04pumpingtests/confined1_oude_korendijk.ipynb @@ -32,7 +32,9 @@ "cell_type": "code", "execution_count": 1, "metadata": { - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [ { @@ -145,7 +147,7 @@ "ax.text(x=30, y=0.75, s=\"P30\", fontsize=\"large\")\n", "ax.text(x=90, y=0.75, s=\"P90\", fontsize=\"large\")\n", "ax.set_xlim([-10, 100])\n", - "ax.set_ylim([-25, 3])" + "ax.set_ylim([-25, 3]);" ] }, { @@ -1686,7 +1688,7 @@ " label=name,\n", " )\n", "plt.legend()\n", - "plt.suptitle(\"Error bar plot of calibrated hydraulic conductivities\")\n", + "plt.title(\"Error bar plot of calibrated hydraulic conductivities\")\n", "plt.ylabel(\"K [m/d]\")\n", "plt.xlabel(\"Calibration Dataset\")\n", "plt.grid()" diff --git a/docs/04pumpingtests/confined2_grindley.ipynb b/docs/04pumpingtests/confined2_grindley.ipynb index 0b613d3..4d3608e 100644 --- a/docs/04pumpingtests/confined2_grindley.ipynb +++ b/docs/04pumpingtests/confined2_grindley.ipynb @@ -35,7 +35,9 @@ "jupyter": { "source_hidden": true }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [ { @@ -138,7 +140,7 @@ "ax.set_ylim([-20, 3])\n", "ax.set_xlabel(\"Distance [ft]\")\n", "ax.set_ylabel(\"Relative height [ft]\")\n", - "ax.set_title(\"Conceptual Model - Grindley Example\")" + "ax.set_title(\"Conceptual Model - Grindley Example\");" ] }, { @@ -448,8 +450,8 @@ "plt.semilogx(t1, h1, \".\", label=\"obs well 1\") # Plotting Observed points\n", "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", - "plt.suptitle(\"Model Prediction vs Observations - Calibrated Model 1\")\n", - "plt.legend()" + "plt.title(\"Model Prediction vs Observations - Calibrated Model 1\")\n", + "plt.legend();" ] }, { @@ -482,10 +484,10 @@ "plt.semilogx(t2, h2, \".\", label=\"well 3\") # Plotting Observed points\n", "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", - "plt.suptitle(\n", + "plt.title(\n", " \"Model Prediction vs Observations - Calibrated Model 1, Results in the Pumping Well\"\n", ")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -588,8 +590,8 @@ "plt.semilogx(t2, h2, \".\", label=\"well 3 observations\")\n", "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", - "plt.suptitle(\"Model Prediction vs Observations - Calibration 2\")\n", - "plt.legend()" + "plt.title(\"Model Prediction vs Observations - Calibration 2\")\n", + "plt.legend();" ] }, { @@ -791,8 +793,8 @@ "plt.semilogx(t2, h2, \".\", label=\"well3\")\n", "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", - "plt.suptitle(\"Model Prediction vs Observations - Calibration 3\")\n", - "plt.legend()" + "plt.title(\"Model Prediction vs Observations - Calibration 3\")\n", + "plt.legend();" ] }, { @@ -1059,8 +1061,8 @@ "plt.semilogx(t2, h2, \".\", label=\"well3\")\n", "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", - "plt.suptitle(\"Model Prediction vs Observations - Calibration 4\")\n", - "plt.legend()" + "plt.title(\"Model Prediction vs Observations - Calibration 4\")\n", + "plt.legend();" ] }, { @@ -1549,10 +1551,10 @@ " markersize=12,\n", ")\n", "# plt.legend()\n", - "plt.suptitle(\"Error bar plot of calibrated hydraulic conductivities\")\n", + "plt.title(\"Error bar plot of calibrated hydraulic conductivities\")\n", "plt.ylabel(\"K [m/d]\")\n", "plt.ylim([36, 40])\n", - "plt.xlabel(\"Model\")" + "plt.xlabel(\"Model\");" ] }, { diff --git a/docs/04pumpingtests/confined3_sioux.ipynb b/docs/04pumpingtests/confined3_sioux.ipynb index 0ecefdc..e123359 100644 --- a/docs/04pumpingtests/confined3_sioux.ipynb +++ b/docs/04pumpingtests/confined3_sioux.ipynb @@ -29,7 +29,9 @@ "jupyter": { "source_hidden": true }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [ { @@ -161,7 +163,7 @@ "ax.text(x=400, y=0.75, s=\"P400\", fontsize=\"large\")\n", "ax.set_xlim([-50, 450])\n", "ax.set_ylim([-55, 3])\n", - "ax.set_title(\"Conceptual Model - Sioux Example\")" + "ax.set_title(\"Conceptual Model - Sioux Example\");" ] }, { @@ -458,7 +460,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", "plt.legend()\n", - "plt.suptitle(\"Calibration Results vs Observations - Model 1\")" + "plt.title(\"Calibration Results vs Observations - Model 1\");" ] }, { @@ -860,7 +862,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", "plt.legend()\n", - "plt.suptitle(\"Model Calibration Results - Model 2\")" + "plt.title(\"Model Calibration Results - Model 2\");" ] }, { @@ -1115,10 +1117,10 @@ " markersize=12,\n", ")\n", "# plt.legend()\n", - "plt.suptitle(\"Error bar plot of calibrated hydraulic conductivities\")\n", + "plt.title(\"Error bar plot of calibrated hydraulic conductivities\")\n", "plt.ylabel(\"K [m/d]\")\n", "plt.ylim([278, 289])\n", - "plt.xlabel(\"Model\")" + "plt.xlabel(\"Model\");" ] }, { diff --git a/docs/04pumpingtests/confined4_schroth.ipynb b/docs/04pumpingtests/confined4_schroth.ipynb index ab6fe1e..08bfc60 100644 --- a/docs/04pumpingtests/confined4_schroth.ipynb +++ b/docs/04pumpingtests/confined4_schroth.ipynb @@ -30,7 +30,9 @@ "cell_type": "code", "execution_count": 14, "metadata": { - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [ { @@ -163,7 +165,7 @@ "ax.set_ylim([-55, 3])\n", "ax.set_xlabel(\"Distance [m]\")\n", "ax.set_ylabel(\"Relative height [m]\")\n", - "ax.set_title(\"Conceptual Model - Schroth Example\")" + "ax.set_title(\"Conceptual Model - Schroth Example\");" ] }, { @@ -452,7 +454,7 @@ "plt.semilogx(t2, hm2_0[-1], label=\"ttim model - obs_well\")\n", "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"head [m]\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -704,7 +706,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", "plt.legend()\n", - "plt.suptitle(\"Model Results - One Aquifer + Well Parameters\")" + "plt.title(\"Model Results - One Aquifer + Well Parameters\");" ] }, { @@ -1049,7 +1051,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", "plt.legend()\n", - "plt.suptitle(\"Model Results - Two Aquifer Model\")" + "plt.title(\"Model Results - Two Aquifer Model\");" ] }, { @@ -1392,8 +1394,8 @@ "plt.semilogx(t2, hm2_3[-1], label=\"ttim model - observation well\")\n", "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", - "plt.suptitle(\"Model Results - Two Aquifers + Well Parameters\")\n", - "plt.legend()" + "plt.title(\"Model Results - Two Aquifers + Well Parameters\")\n", + "plt.legend();" ] }, { @@ -1648,8 +1650,8 @@ "plt.semilogx(t2, hm2_4[-1], label=\"ttim model - observation well\")\n", "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", - "plt.suptitle(\"Model Results - Two Aquifer Model + Well Parameters\")\n", - "plt.legend()" + "plt.title(\"Model Results - Two Aquifer Model + Well Parameters\")\n", + "plt.legend();" ] }, { @@ -1898,7 +1900,7 @@ ")\n", "\n", "plt.legend()\n", - "plt.suptitle(\"Error bar plot of calibrated hydraulic conductivities\")\n", + "plt.title(\"Error bar plot of calibrated hydraulic conductivities\")\n", "plt.ylabel(\"K [m/d]\")\n", "# plt.ylim([278,289])\n", "plt.xlabel(\"Model\")" diff --git a/docs/04pumpingtests/confined5_nevada.ipynb b/docs/04pumpingtests/confined5_nevada.ipynb index f6a71c0..a302f0a 100644 --- a/docs/04pumpingtests/confined5_nevada.ipynb +++ b/docs/04pumpingtests/confined5_nevada.ipynb @@ -34,7 +34,9 @@ "jupyter": { "source_hidden": true }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [ { @@ -146,7 +148,6 @@ " ax.set_xlabel(\"Distance [m]\")\n", " ax.set_ylabel(\"Relative height [m]\")\n", " ax.set_title(\"Conceptual Model - Nevada Example\")\n", - " plt.show()\n", "\n", "\n", "conc_confined5()" @@ -621,9 +622,8 @@ "plt.semilogx(t2, hm2[-1], label=\"TTim UE-25a#1\")\n", "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", - "plt.suptitle(\"Model Results - Simulation 1\")\n", - "plt.legend()\n", - "plt.show()" + "plt.title(\"Model Results - Simulation 1\")\n", + "plt.legend();" ] }, { @@ -890,7 +890,7 @@ "plt.semilogx(t2, ht2[-1], label=\"TTim UE-25a#1\")\n", "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", - "plt.suptitle(\"Model Results - Simulation 1\")\n", + "plt.title(\"Model Results - Simulation 1\")\n", "plt.legend()\n", "plt.show()" ] @@ -1136,7 +1136,7 @@ ")\n", "\n", "plt.legend()\n", - "plt.suptitle(\"Error bar plot of calibrated hydraulic conductivities\")\n", + "plt.title(\"Error bar plot of calibrated hydraulic conductivities\")\n", "plt.ylabel(\"K [m/d]\")\n", "# plt.ylim([278,289])\n", "plt.xlabel(\"Model\")" diff --git a/docs/04pumpingtests/leaky1_dalem.ipynb b/docs/04pumpingtests/leaky1_dalem.ipynb index 8bbf4e5..a8797f2 100644 --- a/docs/04pumpingtests/leaky1_dalem.ipynb +++ b/docs/04pumpingtests/leaky1_dalem.ipynb @@ -31,12 +31,14 @@ "jupyter": { "source_hidden": true }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -193,7 +195,7 @@ "ax.set_ylim([-45, 3])\n", "ax.set_xlabel(\"Distance [m]\")\n", "ax.set_ylabel(\"Relative height [m]\")\n", - "ax.set_title(\"Conceptual Model - Dalem Example\")" + "ax.set_title(\"Conceptual Model - Dalem Example\");" ] }, { @@ -482,7 +484,7 @@ }, { "data": { - "image/png": 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\n", 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", 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" ] @@ -511,7 +513,7 @@ "plt.xlabel(\"time (d)\")\n", "plt.ylabel(\"drawdown (m)\")\n", "plt.title(\"ttim fit except for data of obs1\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -658,7 +660,7 @@ }, { "data": { - "image/png": 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\n", 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", 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" ] @@ -687,7 +689,7 @@ "plt.xlabel(\"time(d)\")\n", "plt.ylabel(\"drawdown(m)\")\n", "plt.title(\"ttim fit except for data of obs2\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -834,7 +836,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -863,7 +865,7 @@ "plt.xlabel(\"time(d)\")\n", "plt.ylabel(\"drawdown(m)\")\n", "plt.title(\"ttim fit except for data of obs3\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -1010,7 +1012,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -1039,7 +1041,7 @@ "plt.xlabel(\"time(d)\")\n", "plt.ylabel(\"drawdown(m)\")\n", "plt.title(\"ttim fit except for data of obs4\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -1321,7 +1323,7 @@ }, { "data": { - "image/png": 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+ "image/png": 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", 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" ] @@ -1350,7 +1352,7 @@ "plt.xlabel(\"time(d)\")\n", "plt.ylabel(\"drawdown(m)\")\n", "plt.title(\"model with leakage only\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -1569,7 +1571,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -1598,7 +1600,7 @@ "plt.xlabel(\"time(d)\")\n", "plt.ylabel(\"drawdown(m)\")\n", "plt.title(\"model with both leakage and storage\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -1824,7 +1826,7 @@ }, { "data": { - "image/png": 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\n", 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", 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" ] @@ -1853,7 +1855,7 @@ "plt.xlabel(\"time(d)\")\n", "plt.ylabel(\"drawdown(m)\")\n", "plt.title(\"model with storage only\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -2046,7 +2048,7 @@ }, { "data": { - "image/png": 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39SrYBwzW3AV3d3fbddZgISQkRJayFsKBJPkQST50hIozZZzMzaHk+6ME7RkEDYoGXc+WE29SXH0cdy8vhkTHMCQ6lpDhxhYcNQyL/EEX51FbW0tRUVGTYKGwsJDq6mrbOcHBwS16F6TughDtayv5UAIDJDBwNGuOgetQL86qEopyszl5JJui3BxOHsmhtspYEFO5uBAcOZQhw2MJiY5hyPBYhkTH4D3I38nvQPR2WmtKS0ubBAsnTpygtLTUdo6Xl1eTnIWwsDBZlVIIOxIYtEMCg56jGxooLTrByVxroJBN0ZEcyosbl7LwDQomZHis2btgBAwBIWEyFCHOq6qqqkmvwokTJygqKqKurg4wZlQMGTLEFjBYN0l0FAORBAbtkMDA+SrOlHHySI4RMJg/i/OPoRsaAHDzNIYiQoY3DkcMHhotQxHivOrr6zl9+nSL3IXy8nLbOQEBAbYZFWFhYYSHh0vNBdHvSWDQDgkMeqe6mhqK845SlJttG444eSSHmsrGoYigiCgjZyFmBCE+0fjWDMJndIjMhBDnZU10LCgooKCggBMnTnD69GnbcV9fX1uQYA0YAgMDJW9B9BsSGLRDAoO+Qzc0UFZUyMkjORQdyaYoJ4ui3Gw8znkwK2wRLsoVTQOHg/bgEx9CSEwsoTFx+AQEnv/mYsCrqqqy9SxYA4aTJ0/aZkV4enrahh+sAUNwcLAUaBJ9kgQG7ZDAoO8r/ugQFV8WogBNA5m1GezO+9R23Ccg0OhVGD7CDBZGMGhIqHz7E+dlnRVh7VUoKCigsLDQlrdgsVgIDQ1t0rMQEhKCm5ubk1suRPskMGiHBAZ9X/WRM5x65fsmhZUYYjGTHLMoNHsWivOO2vIWPHx8jEDBHIoIjRlBYEQkLi7y7U+0r76+nuLi4ibDEAUFBbYplPZJjtZgISwsDE9PTye3XIhGEhi0QwKD/qEjpZhra6opPnqEotxsCnMOU5SbzakjudTV1gBgcfdgSPRwu56FOIKHRmORb3/iPLTWlJSUNBmGKCgo4Ny5c7ZzgoKCmiQ4hoWF4evr68RWi4FMAoN2SGAwsDXU13M6/5itV6EoN4uinGxqKisAcHF1JThqmBksjCA0No6Q4TG4eci3P3F+Z8+ebdGzYF9vwc/Pr8WMCH9/fxnmEt1OAoN2SGAgmrMmORrBQhZFOcZwROWZMoI9IgjxiqbarwrP4QFGoBAbR8jwWNw9ZT68OL/KysoWMyJOnTplS3K0FmeyDxiCg4NlnQjhUBIYtEMCg645kV1G/qESIkcGEhbbf6sWaq0p/f4Y5euPQL2mgQa+OfMe+cUHjROUIigiilCzVyE0Jo6QmFjcvbyd23DRJ9TU1NhqLFgDhqKiItsqlO7u7rZAISIigoiICIKCgiRYEJ3WVmAgtUFFl5zILuOdZ3dTX9eAq8WFBQ8k99vgQCmFa7FCNQAoXJUrV/34flwmeFOYc5jC7CwKcw5zbO937N+2xXoRgeGRRrBgHYaIGYGHt48T34nojdzd3Rk6dChDhw617auvr+fkyZMUFBRw/PhxCgoKSEtLs82IsAYLERERtp8SLIiuksBAdEn+oRLq6xrQGurrG8g/VNJvAwMAj1h/lMXFNvvBI9Yfj6BB+AYFM2LSVNt550pLKMw+bAsY8g7s5cDXX9qOB4SFExoTZ/QsxMYRMnwEnpKEJppxdXW1zWhITk4GWgYLx48fZ+fOnRIsCIeRoQRkKKErbD0G9Q24uvbvHgOrjsx+aE1FWSmFOVlGwGAGDWdPnbQd9w8NswUL1iRHL18pyyvOzxosWHsVjh8/zokTJ2zDEB4eHoSFhdmGIMLDwyVYEJJj0B4JDLpmoOQYdIeKM2VGYqNd78KZk4W244OGhBIWG0foiHjCRsQTGhsnwxCiQ+yDBWvA0DxYaJ6zEBgYKMHCACKBQTskMBC9SeXZMxTlZJuBwmEKszMpK2oMFgLDI80gwQgWQobH4iaFc0QH1NfX26o4WgOGwsLCFsGC/TCEBAv9lwQG7ZDAQPR2lWfPUJiVyYmsTE5kH6Yw6xDlJcaCP0q5EDx0GKGxcYSNGElYbByDo2OkKJPoEAkWBq5eFRgopYKA9cBwIBe4Xmtd0sp5i4EV5tPHtdZrlVJ+wFa706KAv2mt71dKLQGeAvLNYy9orV85X3skMBB9UfnpYiNIyDYDhqxMqs6eAcDF1cKQ6OFGz8KIeMJi4wmOGoaLLPYjOqCurq5FzkJbwUJERASRkZEEBARIUaY+prcFBk8Cp7XWK5VSy4FArfXDzc4JAtKAFEAD6cCk5gGEUiodeEBr/ZUZGKRorX9+Ie2RwED0ZdZkSPeYQVR7V9kCBePnYVsFR4u7ByHDYxuDhRHxBIZFoOSbn+gA+2DBGjDYBwteXl5ERkY2CRb8/CR5tjfrbYHBQWCW1rpAKRUObNFaj2p2zo3mOXeZz//PPO/vdueMBD4HhmmttQQGYqBpbfEo+5kSuqGBkhPHmwxDFOVkUVdjLPbj7uVtmzIZNmIkYSPiZNVJ0WF1dXUUFhbagoX8/Pwmy1T7+fk1CRYiIiLw9paCX71FbytwFKq1LjAfnwBCWzknEjhm9zzP3GdvEbBeN41u/kMpdQlwCKMn4RitUErdCdwJMGzYsAt/B6JXGOgzIqqzy9B1DaBB1zUY0yjtAgPl4kJQRBRBEVGMmTkbMNaGKM4/xomsQxRmHeZEVia7PnyXhnpjHryX3yBz+CGOUDNnwTco2CnvT/RuFouFyMhIIiMb/zTX1NQ0yVfIz8/nwIEDtuOBgYG2YCEyMpKwsDA8PDyc0XzRhm4LDJRSnwFhrRz6jf0T85t+Z7stFgG32j1/D/i71rpaKXUXsBb4QWsXaq1fAl4Co8egk68vnGggVV1sS2sFl87HxdWVIcOGM2TYcBJn/xCAutpaTh3NbRyGyMpkx3e7bUtU+wYG2XIVQs1pk96DBtbvWnSMu7s70dHRREdH2/ZVVlbaAoXjx49z9OhR9uzZAxgVRQcPHtwkWAgNDcVikfp7ztJtv3mt9eVtHVNKFSqlwu2GEopaOS0fmGX3PArYYnePCYBFa51u95rFdue/AjzZudaLvmCgVV1sjUf0IAYvS+xUwSV7Fjc3wsy8gwlXGPtqq6soys2hMOsQJ7KNnoWstB22a/xDQm1TJkNjrTUWpJtYtOTl5cWIESMYMWKEbV95eTn5+fm2YOHQoUNkZGQA4OLiQmhoaJNgYfDgwbhK8myPcFZI9i6wGFhp/nynlXP+BfxJKRVoPv8h8Ijd8RuBv9tfYA02zKfzgf2ObLToXSJHBuJqcbFVXYwcGXj+i/ohj+hBnQ4I2uPm4UnkqDFEjhpj21ddcY7C7CxjGMIMFg5t32Y7HhgRZQQY5jCELE8t2uLr68uoUaMYNcpIL9NaU1ZW1iRY+P7777Hmf7m5uREWFmYbuoiMjCQwMFDyYbqBs5IPg4F/AMOAIxjTFU8rpVKAn2qtl5nnLQV+bV72R631q3b3yAau0lofsNv3BEZAUAecBu62P94WST7suwZ6jkFvUHGmzCjElJXJiWxjGMJWY8HFhcFDowmLG0l43CjC4kYSHDUUFxf55ifOr6GhgdOnTzcJFgoKCmzrQnh5edl6FKybr6w50mG9alZCb9OXA4OMogzSCtNICU0hKSTJ2c0RArCrsZB1iILDhziRdYjqc+cAoycidIQxCyI8biRhcaPwCx4s3/xEh1gLMlmDhfz8fIqKimwzIfz9/ZsECuHh4ZLc2AYJDNrRVwODjKIM7vjkDmrqa3B3deflH74swYHolbTWlBQc50TWIU4cPkTB4YOczM2m3vzm5xMQ2NirMGIkoSPi8PSRb36iY6wzIfLz820BQ0lJY8mbIUOGEBkZSVRUFJGRkYSEhEi+Ar1vuqJwgLTCNGrqa2iggdqGWtIK0yQw6EYybNF5SimCIiIJiohkrDltsq62llNHcig4fNAIFpolNwZFRBEWN9IWMAyJHo6rRco8i5Zamwlx7tw5W49Cfn5+k+RGi8XSZAgiKioKf39/6bUySWDQh6WEpuDu6k5tQy1uLm6khLYI/ISDyNRIx7O4udk++K2qyss5kZ3JicyDFGQdIvfbXez76gsAXC0WQoaPICx+JOEjjOsCwiLkj7lolY+PD/Hx8cTHxwNmr1VJiS1QyMvLIzU11Va50cfHp0mvQkREBF5eXs58C04jQwn03aEEkByDnpL+cS473slGa1AuMHV+LJOuHO7sZvV7WmvOnjppy1MoyDxIYc5h6qqNyo2ePr5mcDHKzFcYKfUVRIfV1dVRVFREXl6eLWA4deqU7bi1voI1YAgJCelX9RUkx6AdfTkwED3D1mNgTo2UHgPnaaivpzjvaOMQxOFDFB87itZGMSb/kFCjvLM5BBESEytTJkWHVVVV2YIEa8/COTNx1tXVlfDw8CY9C315yqQEBu2QwEB0hOQYdI51kaeuFGA6n5qqSoqys+zyFQ5x9tRJwJwyOWy4rUchfMRIgmTKpOgg+/oK1p6F48eP26ZMent7N5kFERkZ2WfWg5DAoB0SGAjRPc63yFN3Ki85bSwcZc6CKMzKpLrCnDLp6UV4XDzh8aMJjx9FeNwovP0DeqRdou+znzJpDRhOnjxpOx4UFNSkVyEsLKxXDkFIYNCOvhoYaK05++mneI0fj1tYa8tSCOFcZzYf48wnucbC6QoG/XA4g2YPdUpbdEMDpwvyjUAh86AxZfJIjm09CP/QMMLjRhmBQvwoQobHyiwI0WFVVVUUFBQ0yVc4e/YsYAxBhIWFERUVZdsCAgKcPgQhgUE7+mpgUJObS9aVcwGwhIbiNWGCsSVNwHPcOFw8ZVxVOJczeww6ora6isKcLCNQyDxAwaEDtqqNrm5uhMSMICJ+lK1nwS94iNP/mIu+wzoEYT8MYR2CsJ8FERUVRUREBJ49/DdbAoN29NXAQNfWUnXgAJUZ31L5rbHVHjNXmbZY8Bw1yhYoeE2YgNuwYQ77oyazIURH9USOgSOdLT5FQeYBjmcepCDzIEXZh6mrrQHAJzDI1qsQET+a0Ng43CQAFx1kHYLIy8uzBQr2syCGDBnSpFdhyJAhuLi4dFt7JDBoR18NDFpTV1xM5bff2QKFqu++o6GiAgDXwMAmgYJnYiKunagrLhUXxUBSX1fLySO5Ro+CGSyUFhprtSkXF4YMi7ENP4THjyIwPFJ6FUSHVVZWNulRyMvLo7KyEjAKN0VERNgChREjRuDm5rjhLQkM2tGfAoPmdH091YezqPw2wxYs1BzOMg4qhUdcHJ4TxtuGITxGjECdp1ToK9+/wv/u+l8aaMBVufLz5J+zLHFZD7ybgUdmQvROFWfKzFwFo2fhxOGD1Jh/zD19fAkzExoj4kcRFjcKT1nYR3SQ1prTp0836VU4ceIEDQ0NPPzwww4tuiSBQTv6c2DQmvozZ6j87nu7YOE7GsrKAHDx8cFzfGJjvsKECViCgppcb+0xsFZclB6D7iHVFruPo4c3GhrqOZ2f15irkHmQU3lHwfz7GhQR1TgDIn4Ug4dG4yK1+kUH1dbWUlRURGRkpEPvK4FBOwZaYNCc1pqa3Fxbj0Llt99SffAQmKVC3YYNs0tsTMJz1Ei+LdkrOQbdTKotdo+eSoisrqiwVWu0BguVZ88AxgqTYSPizUDBCBh8AgId3gYh2iOLKIk2KaXwiInBIyaGgGuuAaChooKqvXttgcK57d9w5r33jPM9PAhISOBHEybglVREbVIRbiEhTnwH/VPkyEBcLS62aouRI+WDwxGqs8vQdQ2gQdc1GD0H3RAYeHh7E52YRHRiEmAWyikqtMtVOEDa+xtpMAPwQUNCbTUVwuNHERIzAosDx5OF6CjpMUB6DDpCa01dQYERKGR8S2VGBlX79qFrawFwi4jAKynJ2JKT8Rw9CtVNf9QG0owIyTFwvN40hbK2ppqinOwmiY1ni41COdZFo6zDDxEjx+A3WKZLCseRoYR2SGDQOQ01NUavghkoVGZkUFdYCIDy9MQzYRze1mAhKQnL4MFdfk2ZESEcoTdPoTx7+hQnMg9x3AwWCrMPU1djLBrlGxhE+MjRRIwcQ8TI0YTExEmvgug0GUoQDufi7o53cjLeycm2fbUFBbYgoSIjg+K1r8ErqwFwi4pq7FUwcxUutFchrTCNmvoaGmigtqGWtMI0CQzEBfOIHtTrAgIrv6DB+E0dTPzUiwCor6vj1NFcjh/az/FDBzh+6ACZO/4NmL0KsXFExI8mYtQYIuJH4xsU7Mzmi35AegyQHoPu1FBdTdXefUawsHu30atg1hRXXl54JSSYww9mr0KzGRDNyYwIIeBcaUmTQKEwO5N6c1hv0JAQwuMbexWGRMfg2gvr9Avnk6GEdkhg0HO01tQdP05FRkZjrsL+/WCWCXUbNswowJSUhHdSEh4jR6Ka/VEbSDkGQnREfV0tRTnZZqCwn+OH9lN+uhgAi7uHMQPCbgjCe5DkqwgJDNolgYFzNVRVmbkKGVTs3k1lxrfUm2VClbe30auQnGwLGCyBkp0vxPmcOXXSKMBkBgtFOdk01BsBeEBYuG34ITx+NIOHRcsy1ANQrwsMlFJBwHpgOJALXK+1LmnlvI+BacA2rfU8u/0xwJtAMJAO3Kq1rlFKeQCvAZOAYuAGrXVue22RwKB30VpTm59P5e4MW75C1YEDtroK7tHRRqCQnIxXchIecXGobqwnLkR/UFtTTWH2YQpsvQoHqCgrBazLUI8kwuxVCI8fLdUaB4DeGBg8CZzWWq9USi0HArXWD7dy3mWAN3BXs8DgH8DbWus3lVJ/Ab7VWv9ZKfUzYLzW+qdKqUXAtVrrG9priwQGvV9DZSVVe/YYQxBmwFB/2lgFz8XPzyi+lJyE98SJeCaOx9XXx8ktFiDTLXszrTVnThZy/OB+jmce4PjBA5w82rgMdVDkUCJGjiY8fjSRo8YQFBElAXg/0xsDg4PALK11gVIqHNiitR7VxrmzgAetgYEyJvKeBMK01nVKqenAY1rrOUqpf5mPv1FKWYATwBDdzhuVwKDv0VpTe/SoMfSw20hsrM7MNErQurjgMWoU3slJtp4Ft8jOLWwj+QydJyWd+57aqipOZB2yy1U4QFX5WQA8fHyMpMb40YSPHE143Cg8vL2d3GLRFb1xumKo1rrAfHwCCL2Aa4OBUq11nfk8D7AWkY4EjgGYQUOZef4p+xsope4E7gQYNmxYp96AcB6lFO7R0bhHR9uqNdafPWskNO7eTWXGbso2vUPJG38HwHXIYLyTkvGaOBHv5CQ8xo7Fxd293deQmgldk3+ohPq6BrSG+voG8g+VSGDQy7l5ejJ03HiGjhsPGAF4ScFxjh/abwxBZB7g32+9YQTgSjFkaLQxTXLkGCJGjcU/JFQKMPUD3RoYKKU+A8JaOfQb+ydaa62U6tGuC631S8BLYPQY9ORri+7h6ueH78yL8Z15MWCuLJmZSeXu3baehbOffgqAcnfHMyHBGH5ITm61AJPUTOgaKenc9ymlCIqIJCgikoRZlwNQXXGOgsOHjCGIQ/vZv+1Lvv30IwB8AgLNIMEIFkJjR+BqkQJMfU23BgZa68vbOqaUKlRKhdsNJRRdwK2LgQCllMXsNYgC8s1j+cBQIM8cSvA3zxcDjHJ1xXP0aDxHjybwxhsBqDt50shT2LWbyt27KXltHadX/xUwpkp625Iak0kZPBF3V3dbzYSU0BY9bqIdYbH+LHggWXIM+hkPbx+Gj09m+HijsFlDQz3Fecc4fnAf+WawkJlqFmBycyNsRDwRo8bKVMk+xJk5Bk8BxXbJh0Fa64faOHcWdjkG5r5/Ahvskg+/01qvUkrdAyTaJR9ep7W+vr22SI7BwGUrwGQOP1Ts2k19sRFHuvj6UjcmlrwYH8KmzSbhkuskqVGIDigvOU3BoQPkH9zH8UP7KczOsk2VDAyPtPUoRI4aS1BEpCQ1OklvTD4MBv4BDAOOYExXPK2USgF+qrVeZp63FRgN+GJ8879da/0vpVQsxnTFIGA3cIvWulop5QmsA5KB08AirXV2e22RwEBYaa2pzctrHH7YtZvqQ4cakxpHj8I7eSJeE5PxnjgRt/BwZzdZ9HO9eV2HjrJOlbQOP+Qf3E+VuQS1p6+fbZpkxKgxhI2Ix83D08ktHhh6XWDQm0hgINrTmNS4i4pdu6n87jt0RQUAlvBwY/hh4kS8JybjMWoUylUKxQjH6E0rQTqSLanR7FHIP7if0/nHAHBxdSVkeKxt+CFy1BhZ/6GbSGDQDgkMxIXQdXVUHThI5a5dVOzeReWu3bZVJV28vY0KjWavgteEJBl+EJ12ZvMxznySCxpQMOiHwxk0e6izm9UtKsvPNhl+OHE407aq5KAhIbYehchRY6VSo4NIYNAOCQxEV9jWf9i129arUH3wYLOaCo29Cm4REc5usugj+muPQUfU19VxMjfbltB4/OA+ykuMombuXl5m4aWxZlnnUbh7ejm5xX2PBAbtkMBAOFp9ebkx/GDtVfjWbvghLAzviRMbhx9aWShKCKv+kGPgCFprzp46Sb519sOBvZw8dgS0Rrm4MCQ6hsjRY23Bgl/Q4PPfdICTwKAdEhiI7qbr6qg6eJDK9AsffpDqi44lZZr7j+qKc7bhh/yD+yk4fJC6auvwQyiRo4zCS5GjxhA8dJgMPzQjgUE7JDAQPa3V4YdDh6ChocnwQ1FcEA+V/JUC3zqpvugAUqa5f2sy/HBwH/kH93Gu1Fibz8Pbh/CRo4kcOYbI0WMJixs54Gc/SGDQDgkMRG/Q3vDDqUFwMMqFsItmc/mP7sUjPl7mfndC+se57Hgn26jo6wJT58cy6crhzm6W6CZaa8qKCo0g4YARKBTnHQUaZz9Ejh5r9iqMxSdgYFXnlMCgHRIYiN5I19Xx3Tfvsf6tx4g7WsfoY5rAcuP/Vxc/P7OWwiS8J03EMzERFw8PJ7e497P1GJhlmqXHYOCpKi/neOZ+8g/s4/jB/Zw4fIi62hoA/EPDiBw11sxVGEdQZFS/XvtBAoN2SGAgejNbjkHIJMbWDqEyPZ2K9F1UpKdTk5UFgHJzwzMxEe9JZlJjcjKuAQHObXgvJTkGwl59XS2F2Vm2ks75B/dReaYMAE+/QUSaUyQjR48lNDauX639IIFBOyQwEH1VXUmJUaUxPZ3K9F1U7t0LtbUAeMTH4TVxEt4pk/CeOBFLRES//vYjelZ/nS2htab0xHHyDuw1exX2UVJwHACLmzthcSNtsx/CR47G08fXyS3uPAkM2iGBgegvGqqqqPzuOyNPIX0Xlbt301BeDthNk5w0Ee+UFDzi4qRKo+iUgVZf4VxpCccP7if/oBEsFOZkoRsaGpeeHj3OFiwMGjzE2c3tsC4HBkqpQCACqARytdYNjm2i80hgIPor69LTRo9COhVp6dQVGQuZuvj5GctO2+cpeA7sLG3RMQOpImNraquqKDh80JbQePzQAWqrKgHwGzzEHHowgoXBUcN6baJwpwIDpZQ/cA9wI+AOnAQ8gVBgO7BKa725W1rcgyQwEAOF1pra/ONU7rLmKaRRc9guTyEhwcxTmIRXchKWwIGVpS06ZqD1GJxPQ309J4/kGPUUDuwj/8DexmmSPj7Gmg9moBA2YiQWt96Rp9DZwOBT4DXgPa11abNjk4Bbge+11qsd29yeJYGBGMiMPIUMW7BQuWePLU/BPW4E3pNSbMGCW6TkKQhDf80xcATrNMn8A3uNzW6RKFc3N8JGxNsChYiRY5yWpyA5Bu2QwECIRg1VVVR9/73Ro7ArncpddnkKoaG2IME7ZZJRT0HyFIQ4r4ozZRw/uJ+8A3s5fmAfhTmHaaivt+UpRI4ZZwxBjBnXY+WcHZFjMB4YDtiKumut33ZUA51JAgMh2tY0T8GYJmkr5+zri1dysm2apNf48ZKnIEQHGHkKh8weBaOmQm11FQD+IaG2IKE76yl0KTBQSv0VGA/sBaxJh1prvdShrXQSCQyE6DhbOWeznkLlrnSqMw8bB93c8Bo3zpj5MMmYJin1FIQ4P2ueQt7+vbbZDxVlpYC1nsJYfnjXvXgPclztja4GBvu01mMd1ppeRgIDIbqmvrSUit27jWmSaelUfP8dqq4eMOspTJqEd8pkvFMm4RYW5uTW9i1SkGlgal5PoSj7MDc/8RyuDlyJtauBwWrgv7XW+xzWol5EAgMhHCejKIOffbCMoXnVjMt34T8qRmPZm0XDuXMAuEVG4p2SglfKJLwnpeAeM1wSGtsgiz6J7tRWYNDR0OM14Bul1AmgGlAYQwnjHdhGIUQ/kFaYxjmXWvYNg4PRiojkK7h9zOtUHThIZXoaFWnplG/dStk77wDgGhxsDDukTMJr0iQ8R4+WhEZT/qES6usa0Brq6xvIP1QigYHodh0NDFZjTk2kMcdACCFaSAlNwd3VndqGWtxc3EgJTUFZLHgljMMrYRxBixejtaYmJ4eKtDRb4aWzn3wC2Cc0TsJ7copReMnd3cnvyjkiRwbianGxLfoUOXJg15WQKZI9o6NDCd9oraf3QHucQoYShHAs28JPoSkkhSR16JraggIjPyE9jYo0u8JL7u54jk806imkpOCVnISrb9+tT3+hJMfAIEWVHK+rOQargADgPYyhBKDz0xWVUkHAeozpj7nA9VrrklbO+xiYBmzTWs+z2/86kALUAqnAXVrrWqXULOAdIMc89W2t9e/P1x4JDITofepKShqTGdPSqNq3D+rrwcUFz9GjjRyFlBS8J03CEhzs7OaKbjbQyzB3h67mGHhhBAQ/tNungc7WMVgOfK61XqmUWm4+f7iV854CvIG7mu1/HbjFfPwGsAz4s/l8q30QIYTomyyBgfhddhl+l10GQMO5c1R++60tUChd/w9KXlsHgHtMjBEkpEzCa1KKVGjshzxi/VEWF1uPgccF9J7IEMSF6VBgoLW+zcGvuwCYZT5eC2yhlcBAa/252QvQfP+H1sdKqVQgysHtE0L0Mi4+PvhcdBE+F10EgK6poXLvXiNHYWcaZ/71L0r/+U8ALOHhtoRG70mTcB8xotcuZCM6xiN6EIOXJV7wB7wMQVy4dgMDpdQKjIWSTrdx/AeAt9b6/Qt83VCtdYH5+ATGokwXTCnlhpEU+Qu73dOVUt8Cx4EHtdZ727j2TuBOgGHDhnXm5YUQTqTc3fFOTsY7OZngZcvQDQ1GhcadaUaewo4dnHnf+NPkGhBg1FKYNAnvyZPxHDMa5cD54KJneEQPuuAP9ersMnRdA2jQdQ1GYCGBQbvO93/G98B7SqkqYBeNqyvGA0nAZ8CfWrtQKfUZ0Folk9/YP9Faa6VUZxdsWAV8pbXeaj7fBURrrcuVUlcBm8y2tqC1fgl4CYwcg06+vhCil1AuLniOGoXnqFEE3XKzsZLksWNmoJBOyY5/U/755wC4eHvjNXGiMfwwZTKeCQkDduZDf9eVIQhH6IvDGB1NPowHZgDhQCWwH+MDubJTL6rUQWCW1rpAKRUObNFaj2rj3FkY3/znNdv/n0AycJ3WutUplEqpXCBFa32qvfZI8qEQ/VtGUQZ3fHIH3mXVJOa58FN9Cd57c6nOzARAeXjgNWEC3pMn4z05Ba8JE3Dx8nJyq4WjOOvDubcPY3Qp+VBrnQlkOrA97wKLgZXmz3cu5GKl1DJgDnCZfVCglAoDCs1eiCmAC1DssFYLIfqktMI0auprqPLVbBsDScnjWZb4vDHzwcxRqNi5k1N//jO82GBb88EWKEycOKCmSHZEX5pG2ZkhCEdw1DBGTwc2HQoMlFIjgQdpubriDzr5uiuBfyilbgeOANebr5MC/FRrvcx8vhUYDfgqpfKA27XW/wL+Yl73jZl5bJ2WuBC4WylVh9GzsUjLutJCDHitFV0Cc+bD5Zfjd/nlANSfPUvl7t22QKH41Vcpfvll2xRJW6AwaRKWwIFbbEhKNXeMI4YxnNHr0NGhhG8xPozTgXrrfq11evc1refIUIIQ/V9nii41VFYaUyTNQKHy22/R1UYpF4/4eLwnm0WXUlJwCwnpxtb3Lukf57LjnWy0BuUCU+fHMunK4c5uVq/U1W/73Vm/oat1DOq01n8+/2lCCNE7JYUkdTggsHLx8sJn2jR8pk0DoKGmhqo9e6hI3UlFWhplm96h5I2/A+AeHY2XGSh4p0zGPSrS0W+h15BSzR3X1WEMZyRPdrTH4DGgCNhI08qHrU5j7Gukx0AI0Rm6ro6q/Qeo2GkEChXp6TSUlQFgiQg3gwQzUOhnq0j2pRyDvq67cgy6WhI5p5XdWmsd64jGOZsEBkIIRzBqKRxuDBTS0qg/ZUyKch08uDFQmDwZj/g4KboknKpLgUF/J4GBEKI7GKtI5lKRZgYKO9OoKzBqu7n4+5vVGVOk6JJwii7lGCiltgFfAluBr7XWZx3cPiGE6HeUUnjExuARG0Pg9dcDUJOXbwsUKnemUf7FF4AUXRK9R0eHEmKAmeY2DSPPYKvW+oHubV7PkB4DIYSz1BYWUWkuNV2xcyfVmYcBu6JLZqAgRZeEo3V5KMGsUHgpRnAwGziqtb7Soa10EgkMhBC9RfOiS1UHDkCDWXQpMdGspTAZ7+QkXHx8nN3cHiUJj47V1eTDLOAUxhLHW4GMtsoQ90USGAghequM7H+TtfV9RubW4bvvCFV79kJ9PVgsRnXGKUag0N+rM0pRJcfrah2D54GLgRsx1if4Uin1ldY6y4Ft7BfSj5SwPbuYabHBTIqWub1CiM7LKMrgjn//ghpqcB/hzst3v0yid7xZnXGnUZ1xzVqKX37FqM5oV8bZe9IkXAf1nrr8XZV/qIT6uga0hvr6BvIPlUhg0E06ulbC/wD/o5TyBW4DHgOiANfua1rfk36khJtf2U5NXQPuFhdeXzZNggMhRKdZ13hooIHahlrSCtNISkzCd+bF+M68GICGigoqMzI4ZwYKJevWcfqvfwWl8BgzGp/JU4xehUmTcA0IcO4b6gIpqtRzOjor4b8xegx8gW+ARzGGFISd7dnF1NQ10KChtq6B7dnFEhgIITqtrTUe7Ll4e+Nz0UX4XHQRAA1VVVR++x0VqalGoPDmm5xeu9YIFEaONHoUzOGHvrTeQ1isPwseSJYcgx7Q0RyDhRizEAq7v0k9z1E5BtYeg9q6Btykx0AI4QCdWePBXkNNDVXffUfFzp2cS02lcncGuqoKAI/4uMZkxsmTsQwe7ODWi97MEbMS5gOXmE+/1Fq/58D2OZUjkw+7M8dA8heEEF2la2qo3LPXyFFITaVi9250RQUA7rGxTQIFt9CBszCU1UCa+dDVWQlPAFOA181dNwI7tda/dmgrnaQvzEqQ/AUhRHfQtbVU7dtn9Cjs3EllWjoN584B4BY9DJ8pUxoDhfBwJ7e2e3XHzIfeHGh0dVbC1UCSdYqiUmotsBvoF4FBXyD5C0KI7qDc3PCaMAGvCRMIXras6cJQO3dy5l+fUPrPtwBwi4oycxSMYKG/rSDp6JkPjgo0ejq4uJDC3AGAdTXF3hX2DADTYoNxt7jY8hemxQY7u0lCiH5IWSx4JSbglZhA8NLb0PX1VB88aOtRKP/iC8o2bgSMFSSNWQ9T8J46BbfIyD69gqSjZz44ItBwRv2GjgYGTwC7lVKbAYWRa7C821olWpgUHcjry6ZJjoEQokcpV1c8x47Fc+xYghYvbrqCZGoq5V99Rdk77wD2gYLRq+AWFdWnAgVHz3xwRKDhjPoNF1oSebL5NFVrfaLbWtXD+kKOgRBC9Ea6oYGarCzOpaZSkWoEC/UlJQBYwsPxMYOEvhgoOEJXhwFsPQZmcOHIHoNOJR8qpSa2d1Ot9S4HtM3pJDAQQgjH0FpTc/iwESjsTDMChdPGKLQlPBzvySlGQuOUKbgNHTrgAoXO6K4cg84GBpvNh55ACvAtxlDCeCBNaz3dYS10IgkMRF9RW1tLXl4eVeY8dNG7eHp6EhUVhZubm7Ob0mtorVv2KFgDhbAwvKdMlkDBSbo6XfFt4D+11t+bzxOAx7TWCx3eUieQwED0FTk5Ofj5+REcHCx/QHsZrTXFxcWcPXuWmJgYZzen23W28FKTQGHnTipSd1JfXAyAJTTUHHYwggW3YcPkv/Nu1NXpiqOsQQGA1nqPUmqMw1onhOiQqqoqhg8fLn8seyGlFMHBwZw8edLZTel2GUUZ3PHJHdTU1+Du6s7LP3y5w8GBUgqPuDg84uIIuukmI1DIzqYiNZVzqamc+/e/OfOeUT/PFiiYww9u0dHy334P6Ghg8J1S6hXgb+bzm4HvOvuiSqkgYD0wHMgFrtdal7Ry3sfANGCb1nqe3f41wKVAmblridY6Qxn/xfwPcBVQYe7vF3kQQljJH8bea6D827S6uFMnyjWDGSiMGIHHiBEE3nhjk0ChYudOzn3zTWOgEBLS2KMwdar0KHSTjgYGtwF3A78wn38F/LkLr7sc+FxrvVIptdx8/nAr5z0FeAN3tXLsV1rrt5rtmwvEm9tUs41Tu9BOYZJyzEIIq44s7tRZrQYKOTlGoJCayrnt2znz/vtAY4+Cz1TJUXCkjgYGM4C/aK2fddDrLgBmmY/XAltoJTDQWn+ulJrVfP957vuaNhIntiulApRS4Vrrgi61doCTcszifHJzc5k3bx579uxx2D0zMjI4fvw4V111VYtjqamp3HnnnYAxZv3YY49x7bXXAvDxxx/zi1/8gvr6epYtW8by5VJyxdGSQpJ4+Ycvd2lxp45SSuERG4tHbCyBixY1CRTO7djRdOghLMwWJAzU6ZGO0NHA4CfAn5VSpzGWW/4Ko3u/Rfd/B4XafVifAEI7cY8/KqUeBT4Hlmutq4FI4JjdOXnmvhaBgVLqTuBOgGHDhnXi5QcOKccsnCEjI4O0tLRWA4OEhATS0tKwWCwUFBQwYcIEfvSjH6GU4p577uHTTz8lKiqKyZMnM3/+fMaOHeuEd9C/JYUkdWtA0JZWA4XsbM7t2EFF6k7Kt26j7J13geaVGaf2uxLO3cWlIydprRdrrUcC12F88L4ItJtho5T6TCm1p5VtQbN7a6BjVZYaPQKMxii4FETrwxDt0lq/pLVO0VqnDBky5EIvH1Cs5ZhdFVKOuQ9KP1LCi5sPk36ks3F8U8888wwJCQkkJCTw3HPP2fbX1dVx8803M2bMGBYuXEiFuWLf8uXLGTt2LOPHj+fBBx9scb/U1FSmT59OcnIyF110EQcPHqSmpoZHH32U9evXk5SUxPr165tc4+3tjcVifK+pqqqyfStMTU0lLi6O2NhY3N3dWbRoEe+YVfnszZo1iwceeICUlBTGjBnDzp07ue6664iPj2fFihUO+T2JnmEdegi66SainnuW+K+3Efveu4T+dgVeieMp/+orCn7zG7Iuv5zDP7iM48sfoXTjJmrz853d9F6rQz0GSqlbgJlAInAKeAGj56BNWuvL27lfobWL36yoWNTxJoNdb0O1UupVwPrXJh8YandqlLmv51SdgcxPYPhM8OtMR0jvI+WY+y5HDwOlp6fz6quvsmPHDrTWTJ06lUsvvZTAwEAOHjzI6tWrmTFjBkuXLmXVqlXcdtttbNy4kQMHDqCUorS0tMU9R48ezdatW7FYLHz22Wf8+te/ZsOGDfz+978nLS2NF154odW27Nixg6VLl3LkyBHWrVuHxWIhPz+foUMb/wRERUWxY8eOVq93d3cnLS2N//mf/2HBggWkp6cTFBTEiBEjeOCBBwgOlgC4L1JK4REfj0d8PEE332yUcD582FZDoXzLFso2bQLMRaHsp0dGRDi38b1ER4cSngOygL8Am7XWuV183XeBxcBK82fLkL4ddkGFAq4BrAOb7wI/V0q9iZF0WNbj+QVHvoYNtxuPB480AoSYmRB9Mfj23Z6JSdGBEhD0QY4eBtq2bRvXXnstPj4+AFx33XVs3bqV+fPnM3ToUGbMmAHALbfcwvPPP8/999+Pp6cnt99+O/PmzWPevHkt7llWVsbixYvJzMxEKUVtbW2H2jJ16lT27t3L/v37Wbx4MXPnzr2g9zJ//nwAEhMTGTduHOHmksKxsbEcO3ZMAoN+Qrm44DlyJJ4jRxJ0y82Naz2kplKRuoPyzz+n7O23AXAbOrSx4NLUqbiFhTm59c7RocBAaz1YKTUOY/GkPyql4oGDWutbO/m6K4F/KKVuB44A1wMopVKAn2qtl5nPt2IMGfgqpfKA27XW/wJeV0oNwajCmAH81LzvhxhTFQ9jTFe8rZPt67y4K+COLyB3G+Rshe/WQ9pq49iQMUaQMHwmDL8YvIN6vHliYOnJVTmbJ3kppbBYLKSmpvL555/z1ltv8cILL/DFF180Oe+3v/0ts2fPZuPGjeTm5jJr1qwLet0xY8bg6+vLnj17iIyM5NixxjSjvLw8IiNbH1f28PAAwMXFxfbY+ryuru6C2iB6RmeLKtlTLi54jhqJ56iRBN16ixkoZFKxI5VzqTs4+9nnlG0wA4XoYfhMmdq4emRIiAPfTe/V0aGEQcAwIBqj9oA/0NDZF9VaFwOXtbI/DVhm93xmG9f/oI39Grins+1yCFcLRE4ythm/gPpaKPgWcr6C3K2w+2+Q+pJxbmiCXY/CReAl38jbItMlO8fRw0AzZ85kyZIlLF++HK01GzduZN26dQAcPXqUb775hunTp/PGG29w8cUXU15eTkVFBVdddRUzZswgNja2xT3LyspsH95r1qyx7ffz8+Ps2bOttiMnJ4ehQ4disVg4cuQIBw4cYPjw4QQEBJCZmUlOTg6RkZG8+eabvPHGG116z6J36EpRpfYYgcIoPEeNIugntxqBwsGDRjLjjlTOfPwxpf/8JwDuMTF4T51iK+FsGTy4y6/fG3V0KGGb3faC1jqv+5rUz7i6QVSKsc38JdTVwPHdkPuV0aOQ/irs+DOgICwRYi4xehOiLwLP7l1as6+Q6ZJd48hhoIkTJ7JkyRKmTJkCwLJly0hOTiY3N5dRo0bx4osvsnTpUsaOHcvdd99NWVkZCxYsoKqqCq01zzzzTIt7PvTQQyxevJjHH3+cq6++2rZ/9uzZrFy5kqSkJB555BFuuOEG27Ft27axcuVK3NzccHFxYdWqVQw2/0i/8MILzJkzh/r6epYuXcq4ceMc8t6FczmyqFJ7lIsLnmPG4DlmDMFLlqDr66naf4CKHTuoSE3lzHvvU/qmkQzrHjfCDBKm4j1lMpag/tEL3OFll/szp66VUFcN+elGkJC7FY6lQn01KBcIn2AOO8yE6Ong4eecNjrZi5sP89+fHKRBg6uCX/5wFPfMjnN2s5xi//79jBkj1ch7M/k36h7WHgNrUSVH9RhcKF1XR9W+fWYdhVQq0tPR5gwcj/h4vKdONXoVJk/GNSCgx9t3Ibq6iNIQ4CFgHMZKi0DbXfp9Ta9aRKm2CvJ2GkFC7jbjcX0NKFeISG7MURg2Ddx9nN3aHmHtMbCOkw/kHgP50On95N+o+zgix8DRr6Fra6nau9cIEnbsoGL3bnRlJSiFx6hRRsGlqVPxTknBddCgbmlzZ3U1MPgEY22DBzES/RYDJ7XWF1w/oDfqVYFBczUVkJfamMyYnwYNdeDiZuQxWAOFoVPAzcvZre02kmNgkA+d3k/+jfouR+Qx6JoaKvfsoWLHDs7tSKVy9250dTWYQxTeU6fiM3UKXpNScPV17pe7rq6uGKy1Xq2U+oXW+kvgS6XUTsc2UbTK3RtiZxkbQHU5HNveOPSw9b/hq6fA1cMIDqzJjJEpYHF3ZssdSqZLCiG6myPyGJS7O94TJ+I9cSKD776bjLydHPr6A8bk1OGy5wgl69Zx+q9/BVdXPBPGGbMepk7Fe2IyLt7e3fPGLlBHAwPrxOICpdTVwHGMioOip3n4QtzlxgZGQaWj3xizHnK+gi1PwJY/gcULhk01A4VLISLJSIQUQgjRKkcvDpVRlMEdW35m9EBEufPy0pcZP2g0lbt322Y9FL/6KsUvvwxubnglJhr5CVOn4pWUhIun5/lfpBt0NDB4XCnlD/w/4H+BQcAD3dYq0XGeg2DkHGMDqDgNR/5t9CbkbIUv/gD8Adx9Ydj0xqGH8Ang4urUpgshRG/i6MWh2uqB8Jk+HZ/p0wFoOHeOil27qUg1hh6K/+8liv/8F5S7O14TJtiGHjwnTMDFvWd6gc8bGCilXIF4rfX7QBkwu9tbJTrPOwjGzDM2gHOnzPwEs47Cp58a+z38jSmRMZcYwULIOHDp0NIZQgjRbzlycaiO9EC4+PjgO/NifGdeDEB9eTkVaWlUmMmMp158kVMvvIDy9GTEv/6FW2j3F1k6b2Cgta5XSt0IOGrJZdGTfAbDuGuMDeDsiaaBwqGPjP1eQTB8Bgw3A4Uho2EAL1cqyY6tKy0t5Y033uBnP/sZYCy3/O9//5ubbroJgLS0NF577TWef/55h77upk2bGDlyZKurJP7lL3/hxRdfxNXVFV9fX1566SXbeU888QSrV6/G1dWV559/njlz5ji0XUK0pzM9EK6+vvjNmoWfWQG0vqyMirQ0Kr//HktIz5TV7+ishGcBN4yZCees+7XWu7qvaT2nV89K6G5leY2JjDlboeyosd9nSGMi4/BLIHjEgAkUenNBJWdnvOfm5jJv3jz27DGWJ9myZQtPP/0077//fre+7pIlS5g3bx4LFy5scezMmTMMMqeBvfvuu6xatYqPP/6Yffv2ceONN5Kamsrx48e5/PLLOXToEK6u3TuE5ux/I9H/dNc0za7OSrC25HfW+2Esldwv6hgMaP5RkHSjsQGU5BoBgrVHYa9RMxy/iMb8hJhLIDDaaU3ubo5eeKg/Wb58OVlZWSQlJXHFFVewdetW9u/fT1JSEosXLyY5OdkWKDz22GPk5OSQnZ3N0aNHefbZZ9m+fTsfffQRkZGRvPfee7i5NU2Iffnll3nppZeoqakhLi6OdevWkZGRwbvvvsuXX37J448/zoYNGxgxYoTtmkF2c8PPnTtnW7PhnXfeYdGiRXh4eBATE0NcXJxtiWd7vr6+3H333Xz44YeEh4fzpz/9iYceeoijR4/y3HPP2RZbEsIZuqsUdHvaDQyUUr80H76PEQjYf2WUkon9UeBwY5t4K2gNxVlm+eav4PDnxqJQAAHRRqAQc6kRLAwKd2arHaonFx7qko+Ww4nvHXvPsESYu7LNwytXrmTPnj1kZGQALXsMtmzZ0uT8rKwsNm/ezL59+5g+fTobNmzgySef5Nprr+WDDz7gmmuuaXL+ddddxx133AHAihUrWL16Nffeey/z589vs8cA4MUXX+SZZ56hpqbGtkhTfn4+06ZNs50TFRVFfn7LVdjPnTvHD37wA5566imuvfZaVqxYwaeffsq+fftYvHixBAbCqXqqFLS98/UYWGvwjgImYyyPrIAfAand2C7RGygFg+OMLWWpESicPNA4NXL/+8aiUADB8Y2JjMNnGrkNfZSjFx4ayObOnYubmxuJiYnU19dz5ZVXAsZSx7m5uS3O37NnDytWrKC0tJTy8vIO5wTcc8893HPPPbzxxhs8/vjjrF27tsNtdHd3b9IuDw8PW5tba6MQPcnRUyg7ot3AQGv9OwCl1FfARK31WfP5Y8AH3d460bsoBSFjjG3qXdBQb3xjzTWHHuyXmLatHHmJuXJkgFObfqH6REGldr7Z9xb2Sxu7ubnZuvnbWtp4yZIlbNq0iQkTJrBmzZoWPRDns2jRIu6++26ADi/B3Lxd9m2W5ZeFszl6CmVHdDTHIBSosXteY+4TA5mLq1E4KSIJLrrXWGL6eAbkfGkEC9aVI60LQsVcYiQyDptmFGoSfU7zpZDbWxq5M86ePUt4eDi1tbW8/vrrtg/y9l4nMzOT+Ph4AD744APb4/nz53PTTTfxy1/+kuPHj5OZmWlbFVKIvsSRUyg7oqOBwWtAqlJqo/n8GmBNdzRI9GGubjB0srFd8qCxcmTezsZkxm9Wwdf/Ay4Wo2RzjNmjEDUF3JxT4UtcmODgYGbMmEFCQgJz587lT3/6E66urkyYMIElS5aQnJzcpfv/4Q9/YOrUqQwZMoSpU6fagoFFixZxxx138Pzzz/PWW281ST584YUX+Oyzz3BzcyMwMNA2jDBu3Diuv/56xo4di8VisU1pFEK0r8PLLiulJgIzzadfaa13d1uretiAnq7Yk2rOwbEdZo7CVji+C3RD4zoPMZcawULExH61zoMjyVS43k/+jURf0dXpitaaBf2iboFwEncfGPEDYwOoKoMj35g5Cl/C5sdhM+DmYww3xFxibAOsfLMUVxJCOFOHAwMhHM7TH0ZdaWxgrPNgX5Xxs/809nv4G1UZrYHCkDH9tnxzby6uJIQYGCQwEL2HdxCMnW9sAGcLG2c85HwJBz80zxvcmJ8QcykExfabqoxSXEkI4WwSGIjeyy8UEhcaG0Dp0cZExpwvYa+ZCzsosrE3IeYSo5pjH9VniisJIfotpwQGSqkgjHUXhgO5wPVa65JWzvsYmAZs01rPs9u/lcbiSyFAqtb6GqXULIwiTDnmsbe11r/vnnchelzAMEi+2disVRlzvjQChcxP4Nu/G+cFxTYGCcMvAd+eWXjEEaS4khDC2ZzVY7Ac+FxrvVIptdx8/nAr5z0FeAN32e/UWltnR6CU2oARDFhttQ8iRD9lX5Vx8u3Q0ABF+xqrMu55G9LXGOeGjG0MFKJn9PpiS32iuJIQot9yVgbXAsBas3QtRl2EFrTWnwNtVk9RSg3CWMhpk2ObJ/ocFxcIS4DpP4Ob3oSHcmDZF3DZf4JvKKSvhTdvgidj4KVZ8OmjcPgzYwql6LLc3FwSEhIces+MjAw+/PDDNo9/9913TJ8+nXHjxpGYmEhVVRUA6enpJCYmEhcXx3333UdHp2QLIQzO6jEI1VoXmI9P0Pkqitdg9Dycsds3XSn1LXAceFBrvbe1C5VSdwJ3AgwbNqyTLy96LVcLRE0ytpm/NIstpTX2KNiKLblBVEpjImNUClg8nN16gREYpKWlcdVVV7U4VldXxy233MK6deuYMGECxcXFtpUa7777bl5++WWmTp3KVVddxccff8zcuXN7uvlC9Fnd1mOglPpMKbWnlW2B/XnaCOc7G9LfCPzd7vkuIFprPQH4X9rpSdBav6S1TtFapwwZ0nfGoEUnWTyMKY+zH4GlH8HyI3DL2zD9HiNo+OopWHMVrIyG166Brf8NeelQ3/dr5WcUZfDK96+QUZThkPs988wzJCQkkJCQwHPPPWfbX1dXx80338yYMWNYuHAhFRUVgLFU89ixYxk/fjwPPvhgi/tZl0JOTk7moosu4uDBg9TU1PDoo4+yfv16kpKSWL9+fZNrPvnkE8aPH8+ECRMAoyKjq6srBQUFnDlzhmnTpqGU4ic/+QmbNm1q8ZpLlizh7rvvZtq0acTGxrJlyxaWLl3KmDFjWLJkiUN+T0L0Vd3WY6C1vrytY0qpQqVUuNa6QCkVDhRd6P2VUoOBKcC1dq95xu7xh0qpVUqpwVrrUxd6f9HPuftA3GXGBlBZCkf+3dij8Pnvgd+DxyAjLyH2UqNXIWRsn5oa6ei13NPT03n11VfZsWMHWmumTp3KpZdeSmBgIAcPHmT16tXMmDGDpUuXsmrVKm677TY2btzIgQMHUEpRWlra4p6jR49m69atWCwWPvvsM37961+zYcMGfv/735OWlsYLL7zQ4ppDhw6hlGLOnDmcPHmSRYsW8dBDD5Gfn09UVOOslLaWWgYoKSnhm2++4d1332X+/Pl8/fXXvPLKK0yePJmMjAySkjr/exKiL3PWUMK7wGJgpfnznfZPb9VC4H2tdZV1h1IqDCjUWmul1BSMHpFiB7RX9HdeATD6KmMDKD8JuWaQkP0lHPrI2O89uDGRMfZSCIzp1YGCo9dy37ZtG9deey0+Pj4AXHfddWzdupX58+czdOhQZsyYAcAtt9zC888/z/3334+npye333478+bNY968lnnBZWVlLF68mMzMTJRS1NbWnrcddXV1bNu2jZ07d+Lt7c1ll13GpEmT8Pf37/B7+dGPfoRSisTEREJDQ0lMTASMNRZyc3MlMBADlrMCg5XAP5RStwNHgOsBlFIpwE+11svM51uB0YCvUioPuF1r/S/zHovM+9hbCNytlKoDKoFFWjKPRGf4DoGE/zA2sKuh8KURKOx929jvP9Rc48EMFgaFO6/NrejJtdytSxefq66j5FwN9RosFgupqal8/vnnvPXWW7zwwgt88cUXTa777W9/y+zZs9m4cSO5ubnMmjXrvK8VFRXFJZdcwuDBgwG46qqr2LVrF7fccgt5eXm289paahmaLgltfWx9Lssti4HMKYGB1roYuKyV/WnAMrvnM5ufY3dsViv7XgBa9jsK0VXNayicyjRrKHwJB96HjL8Z5w0e2ZjIOPxio5qjEzl6LfeZM2eyZMkSli9fjtaajRs3sm7dOgCOHj3KF19uJSRuPK+/8QajJ6RQWFyKqq/hqquuYsaMGcTGxra4Z1lZme3De82aNbb97S21PGfOHJ588kkqKipwd3fnyy+/5IEHHiA8PJxBgwaxfft2pk6dymuvvca9997bpfcsxEAjlQ+FuFBKwZCRxjblDqOGQuH3Rk9CzleQ8XfY+QqgICzRzE+4FIZNBw/fHm+uI9dynzhxIkuWLGHKlCkALFu2jOTkZHJzcxk1ahSrVq1i165dxMaP4se3LqWouITbb7mBqqoqtNY888wzLe750EMPsXjxYh5//HGuvvpq2/7Zs2ezcuVKkpKSeOSRR7jhhhtsxwIDA/nlL3/J5MmTUUpx1VVX2a5dtWoVS5YsobKykrlz58qMBCEuUIeXXe7PZNll4VB1NcaS0tb8hLxUqK8BFwtEpjTmJ0RNvuCpkb19Sd9z1XXknDqH1hqlFDGDffDxGFjfP3r7v5EQVl1edlkI0UEWd2PZ6GHT4NKHoKYCjm1vnPGw9Wn46kmweNktL32psby0a9/+X9LHw0LMYB/OVdfh42EZcEGBEP2B/F8rRHdz94YRPzA2sJsaaQ49fP47Y3+T5aUvhZAxvXrGQ1skIBCib5P/e4XoaS2mRhY19ibYLy/tM6QxSIi9FAKHO6vFQogBRAIDIZzNN6Tp8tIlRxqDhJyvYM8GY39ANMz8M1ScBg8/cHVzXpuFEP2WBAZC9DaB0RB4K0y81ZgaefJgY/2E2gooPWKcZ/E0AgQPP3D3BRdX57ZbCNEvSGAgRG+mFISMNrapd8G+fTA4GqrPQnU5nDsF504a57p5NwYKbj7GipNCCHGB5C+HEH2JUsY6D35hMDgOwsZDcJyxtDRAeSEUH4YT3xlFmM6eMJaWdtC05NLSUlatWmV7npubyxtvvGF7npaWxn333eeQ17K3adMm9u3b1+bxf/zjH4wdO5Zx48Zx00032favXbuW+Ph44uPjWbt2bZvXCyEaSY+BEH2Zi0tjLwFAQz3UlJs9CmfhbIGxKVdjuMHD1zjX4tmpGQ/WwOBnP/sZ0BgYWD+MU1JSSElxfNnlTZs2MW/ePMaOHdviWGZmJk888QRff/01gYGBFBUZa7KdPn2a3/3ud6SlpaGUYtKkScyfP5/AwECHt0+I/kR6DIToT1xcwdMf/KOM6Y6hCUbSolcA1FXCmXw4eQAK98DpXGMooq66w7dfvnw5WVlZJCUl8atf/Yrly5ezdetWkpKSePbZZ9myZYttoaTHHnuMxYsXM3PmTKKjo3n77bd56KGHSExM5Morr2x1saSXX36ZyZMnM2HCBP7jP/6DiooK/v3vf/Puu+/yq1/9iqSkJLKyslpcc88999g+8ENCQgD417/+xRVXXEFQUBCBgYFcccUVfPzxxy1ec/jw4TzyyCMkJSWRkpLCrl27mDNnDiNGjOAvf/lLh383QvQX0mMgRB914k9/onr/gQu7SDeArjd6FhrqAXOIQSlQFjzGjCbsNyvanPGwcuVK9uzZQ0ZGBgBbtmzh6aef5v3337c9t5eVlcXmzZvZt28f06dPZ8OGDTz55JNce+21fPDBB1xzzTVNzr/uuuu44447AFixYgWrV6/m3nvvZf78+cybN4+FCxe2aNOhQ4cAmDFjBvX19Tz22GNceeWV5OfnM3ToUM5V13Guuo6QsIg2l2AeNmwYGRkZPPDAAyxZsoSvv/6aqqoqEhIS+OlPf9qBX6wQ/YcEBkIMJMrF2FzMD37dYAQIuh4a6qDqjNGb4KAZD3PnzsXNzY3ExETq6+u58sorAUhMTCQ3N7fF+Xv27GHFihWUlpZSXl7OnDlzzvsadXV1ZGZmsmXLFvLy8rjkkkv4/vvvAaipa7CVaC6pqMHLy6vVe8yfP9/WrvLycvz8/PDz88PDw4PS0lICAgI69f6F6IskMBCijwr79a8de0OtjemQ1vyEJjMefIz8hOryC7ql/dLGbm5utqWZ21raeMmSJWzatIkJEyawZs2aFj0QrYmKimLq1Km4ubkRExPDyJEjyczMJDIyku8++RytNRooLMgnYczI87ZTlmAWA53kGAghDE1mPMQ3m/GgobwQv9qTnC0thlOH4ewJ/DwtbS6N3Blnz54lPDyc2tpaXn/9ddv+9pZgvuaaa2wBxKlTpzh06BCxsbHMmTOHrzZ/zpmyMs6WlvLNV5u5WlZaFOK8JDAQQrTOOuNhUAQMGQVhiQSPmMiM6VNJuHguv3roIcaHu+NaX8mEhDE8u/IPF5TI2Jo//OEPTJ06lRkzZjB69Gjb/kWLFvHUU0+RnJzcIvlwzpw5BAcHM3bsWGbPns1TTz1FcHAwQUFBPProb/nJ/Mu4Zf5lrFjxW4aGh3SpfUIMBLLsMrLssug7etWSvvW1xpCDdXpkfY2x38Vil5/gZ6w2OYD0qn8jIdohyy4LIRzL1Q28g4wNjN4Ca0XG6rNQWWKe52EGCr5GoNDHl5YWor+T/0OFEI5h8TA2n8FGImNdVWMiY+VpqDhlnOfmZQQIHn5GToOs8SBEryKBgRDC8ZQyAgA3L2P1SN0ANRVQY13j4SScKwLMhEfrtEh3b2M6pRDCaSQwEEJ0P+VilmP2BT/M0s3nmpZutp7n7tuYo9DJ0s1CiM6TwEAI0fNcXMFzkLEB1NeZvQnWHIUz5nkWc9jBusaDR9v3FEI4hNMCA6VUELAeGA7kAtdrrUuanZME/BkYBNQDf9RarzePxQBvAsFAOnCr1rpGKeUBvAZMAoqBG7TWud3/joQQneZqAa9AYwMzkbG8MViosiYyujed8SCJjEI4nDMH85YDn2ut44HPzefNVQA/0VqPA64EnlNKBZjH/gt4VmsdB5QAt5v7bwdKzP3PmucJIbpRbm4uCQkJjruhxYOMzGN8+M0+YyGoIaNhUKQxtFBZQk1hJrfddB2JY0YyIWEsWz75wFz7AdLT00lMTCQuLo777rsPmZItxIVxZmCwALAukL4WuKb5CVrrQ1rrTPPxcaAIGKKMuqo/AN5q5Xr7+74FXKaUDFIK0ddkZGTw4YcfNiYy+oZA8AgIG8/L72wDN2++3/oBn77xAv/vwQdpOP4tnDrE3Xcu4+UX/4fMQwfJzMxsdUXFviT9SAkvbj5M+pGS858shAM4MzAI1VqbGUecAELbO1kpNQVwB7Iwhg9KtdbWIuZ5QKT5OBI4BmAeLzPPb36/O5VSaUqptJMnT3b1vQjRa53ILiP941xOZJc55H7PPPMMCQkJJCQk8Nxzz9n219XVcfPNNzNmzBgWLlxIRUUFYCzVPHbsWMaPH8+DDz7Y4n6pqalMnz6d5ORkLrroIg4ePEhNTQ2PPvoo69evJykpifXr1zdeoBT7DmXxgzlXw+B4QhIuJSA4hLTM4xScOMGZslKmxQWiCvfwk2vnsOmff4faSmMKpWnJkiXcfffdTJs2jdjYWLZs2cLSpUsZM2YMS5YsccjvyRHSj5Rw8yvb+e9PDnLzK9slOBA9olsH6JRSnwFhrRz6jf0TrbVWSrXZ36eUCgfWAYu11g2O6ADQWr8EvARG5cMu31CIXuhEdhnvPLub+roGXC0uLHggmbBY/07fLz09nVdffZUdO3agtWbq1KlceumlBAYGcvDgQVavXs2MGTNYunQpq1at4rbbbmPjxo0cOHAApRSlpaUt7jl69Gi2bt2KxWLhs88+49e//jUbNmzg97//PWlpabzwwgstrpkwYQLvvvsuN954I8eOHSN997ccO12Ni583UdGxEBgD1WeJCg0m/2gOnDzQNJGxoZ6SkhK++eYb3n33XebPn8/XX3/NK6+8wuTJk8nIyCApKanTvydH2Z5dTE1dAw0aausa2J5dzKToQGc3S/Rz3dpjoLW+XGud0Mr2DlBofuBbP/iLWruHUmoQ8AHwG631dnN3MRCglLIGNlGAdaH1fGCoea0F8DfPF2LAyT9UQn1dA1pDfX0D+Ye69o1z27ZtXHvttfj4+ODr68t1113H1q1bARg6dCgzZswA4JZbbmHbtm34+/vj6enJ7bffzttvv423t3eLe5aVlfHjH/+YhIQEHnjgAfbu3XvedixdupSoqChSUlK4//77ueiii3B1NQslKQVeARAwFIKGG4mKAcOMnzVnoewYVJXxo0uSUWXHSIwfRmhoKImJibi4uDBu3LhWl4R2hmmxwbhbXHBV4GZxYVpsi85PIRzOmUMJ7wKLzceLgXean6CUcgc2Aq9pra35BGgjm2gzsLCV6+3vuxD4Qkv2kRigIkcG4mpxQbmAq6sLkSO779tm8548pRQWi4XU1FQWLlzI+++/z5VXXtniut/+9rfMnj2bPXv28N5771FVVXXe17JYLDz77LNkZGTwzjvvUFpaysiRI4mMjCQvL892Xl5eHpFRQ8E7GAKHNyYyunnj4eUDlSW4nD2Oh6s2ehXK8nHR9dTV1HT59+EIk6IDeX3ZNH75w1G8vmya9BaIHuHMwGAlcIVSKhO43HyOUipFKfWKec71wCXAEqVUhrklmcceBn6plDqMkUOw2ty/Ggg29/+S1mc7CDEghMX6s+CBZKbOj+3yMALAzJkz2bRpExUVFZw7d46NGzcyc+ZMAI4ePco333wDwBtvvMHFF19MeXk5ZWVlXHXVVTz77LN8++23Le5ZVlZGZKSRIrRmzRrb/vaWWra+PsCnn36KxWJh7NixhIeHM2jQILZv347Wmtdee40FCxY0XmiryOhpLC8dlggBw41hBuVqVGSsPgulR+BUJpw9YRRicuJ3i0nRgdwzO06CAtFjnDYJWGtdDFzWyv40YJn5+G/A39q4PhuY0sr+KuDHDm2sEH1YWKx/lwMCq4kTJ7JkyRKmTDH+11u2bBnJycnk5uYyatQoXnzxRZYuXcrYsWO5++67KSsrY8GCBVRVVaG15plnnmlxz4ceeojFixfz+OOPc/XVV9v2z549m5UrV5KUlMQjjzzCDTfcYDtWVFTEnDlzcHFxITIyknXr1tmOrVq1iiVLllBZWcncuXOZO3du229IuYCHjxEYDI43pjx6+BmFlxrqjYqMZwuMoKFJRUYPqcgo+i1ZdhlZdln0HbKkbw+rr21cVrrJ0tJujStGevgZhZdM8m8k+gpZdlkIIS6Uq1srFRmtpZvPGKtGglF4ybqstG5wXnuFcAAJDIQQoqOaLy1dW9lYtrniNJw7BWUn4eX7IHaWsQ2dIms8iD5FAgMhhOgMpYxlot29wTfUXFr6HBRWG7kL256FrU+DxQuipxtBQsylEDYeXGRpadF7SWAghBCOoFzMxEV/WPYpVJ2BI19D9hZj+/RR4zyvIIi5BGIvNYKFwJg+mciYfqSE7dnFTIsNlhkT/YwEBkII0R08B8GoucYGcKYAcr4ygoScL2HfJmN/wDCjJ8Hao+A7xEkN7jhrqeaaugbcLS5SY6GfkcBACCF6wqBwmHCDsWkNxYcbexP2vQu7zSmXoQmN+QnDphtJjb2MlGru32SgSwjRYaWlpaxatcr2PDc3lzfeeMP2PC0tjfvuu8/hr7tp0yb27dvX6rEjR45w2WWXMX78eGbNmtWk8uHatWuJj48nPj6etWvXtnq9Uyhl1E2Ycgcseh0ezoE7voDLHgXvIEh9GV5fCP8VDX+dC1v+C47uMKZP9gJSqrl/kzoGSB0D0Xc4e458bm4u8+bNY8+ePQBs2bKFp59+mvfff79bX3fJkiXMmzePhQsXtjj24x//mHnz5rF48WK++OILXn31VdatW8fp06dJSUkhLS0NpRSTJk0iPT2dwMDu/WbrkH+j2ko4ut0YcsjeAsczAG1Mhxx+cWOPwpBRTstPkByDvq+tOgYSGCCBgeg7nB0YLFq0iHfeeYdRo0ZxxRVXsHXrVvbv309MTAyLFy8mOTnZFig89thj5OTkkJ2dzdGjR3n22WfZvn07H330EZGRkbz33nu4ubk1uf/LL7/MSy+9RE1NDXFxcaxbt46MjAzmzZuHv78//v7+bNiwgREjRtiuGTduHB9//DFDhw5Fa42/vz9nzpzh73//O1u2bOH//u//ALjrrruYNWsWN954Y5PXHD58ODfeeCMfffQRFouFl156iUceeYTDhw/zq1/9ip/+9KcX9Dvqln+jitOQu7Vx6OF0trHfN8wMEswchUERjn1d0a9JgSMh+pnNa16i6Ei2Q+8ZEh3L7CV3tnl85cqV7Nmzh4yMDKBlj8GWLVuanJ+VlcXmzZvZt28f06dPZ8OGDTz55JNce+21fPDBB1xzzTVNzr/uuuu44447AFixYgWrV6/m3nvvZf78+W32GEyYMIG3336bX/ziF2zcuJGzZ89SXFxMfn4+Q4cOtZ0XFRVFfn5+i+sBhg0bRkZGBg888ABLlizh66+/pqqqioSEhAsODLqFdxCMXWBsACVHGnsTDn8G371p7B88srE3YfjFxgwJIS6QBAZCiG4zd+5c3NzcSExMpL6+3ra6YmJiYqtLG+/Zs4cVK1ZQWlpKeXk5c+bMOe9rPP300/z85z9nzZo1XHLJJURGRjYuwdxB8+fPt7WrvLwcPz8//Pz88PDwoLS0lICAgAu6X7cLjIbAn8DEn0BDAxTtbexN2P03SH3JmD4ZOakxUIiaLIWWRIdIYCBEH9XeN/vewsPD+CBycXHBzc3NtjSzi4sLdXV1Lc5fsmQJmzZtYsKECaxZs6ZFD0RrIiIiePvttwEoLy9nw4YNBAQEEBkZ2eT6vLw8Zs2add52Wh+3185excXFWCUyLBEuutco25y3szFQ2Prf8NVT4OYN0Rc1Bgoh4/pcoSXJa+gZEhgIITqs+VLI7S2N3Blnz54lPDyc2tpaXn/9ddtyzO29zqlTpwgKCsLFxYUnnniCpUuXAjBnzhx+/etfU1JSAsAnn3zCE0884bC29loWD2MYYfjF8IMVUFUGudsaA4VPVhjneQ9uzE2InWXUU+jFpHZCz5HAQAjRYcHBwcyYMYOEhATmzp3Ln/70J1xdXZkwYQJLliwhOTm5S/f/wx/+wNSpUxkyZAhTp061BQOLFi3ijjvu4Pnnn+ett95qkny4ZcsWHnnkEZRSXHLJJbz44osABAUF8dvf/pbJkycD8OijjxIUFNSl9vVJnv4w+mpjAyjLb8xPyN4CezYY+4Ni7fITZhp5Db2I1E7oOTIrAZmVIPoOZ89KEOfXp/6NtIaTBxqDhNxtxjLTKIhIslsIahq4eTqzpbYeg9q6Btykx8AhZFaCEEKIppSCkDHGNu1uo4BSfnpjoPDv/zUWg7J4wrBpjYFC2HhwubAEz66aFB3I68umdXuOgeQxSGAghBDCytXNCACGTYNZy43lpI/8uzFQ+Owx4zzPAHMhqFnGFhTbI4WWJkUHduuHteQxGCQwEEII0ToPPxg5x9gAzhY2zU/Y/66xP2BYY5AQMwt8+maJZMljMEhgIIQQomP8QmH89cbWfCGovZtg12vGeWHjGwOF6IvAzctpTb4Q1jUgrHkMA3UNCAkMhBBCXDjrQlDWxaDq6+D47sZAYfuf4d/Pg6sHDJvaGCiEJ/V4fkJH9VQeQ2/nlMBAKRUErAeGA7nA9VrrkmbnJAF/BgYB9cAftdbrzWOvAylALZAK3KW1rlVKzQLeAXLM27yttf59974bIYQQuFpg6GRju/RXUHOuaX7C5783NiflJ3SUo/MY+mIyo7PKXi0HPtdaxwOfm8+bqwB+orUeB1wJPKeUCjCPvQ6MBhIBL2CZ3XVbtdZJ5iZBgRA9IDc3l4SEBIfeMyMjgw8//LDVY8XFxcyePRtfX19+/vOf2/ZXVFRw9dVXM3r0aMaNG8fy5Y1/Wqqrq7nhhhuIi4tj6tSprZZkFg7k7gPxV8CcP8LdX8ODmfAfq2H0PMjfBR/8Ev53Ijw3Ht6916incO6Us1vtUNZkxv/+5CA3v7Kd9CMl57+oF3DWUMICYJb5eC2wBXjY/gSt9SG7x8eVUkXAEKBUa237a6GUSgWiurm9QogelpGRQVpaGldddVWLY56envzhD39gz549tiWgrR588EFmz55NTU0Nl112GR999BFz585l9erVBAYGcvjwYd58800efvhh1q9f31NvR/iGQOJCY9MairMge7OZn/BO6/kJw6aDu7cTG901fTWZ0Vk9BqFa6wLz8QkgtL2TlVJTAHcgq9l+N+BW4GO73dOVUt8qpT5SSo1r5553KqXSlFJpJ0+e7NSbEKIvqD5yhjObj1F95IxD7vfMM8+QkJBAQkICzz33nG1/XV0dN998M2PGjGHhwoVUVFQAsHz5csaOHcv48eN58MEHW9wvNTWV6dOnk5yczEUXXcTBgwepqanh0UcfZf369SQlJbX4APfx8eHiiy/G07Np0R1vb29mz54NgLu7OxMnTiQvLw+Ad955h8WLFwOwcOFCPv/8c5oXeNuyZQuXXnopCxYsIDY2luXLl/P6668zZcoUEhMTycpq8idIdJZSMDjOyE1Y9Do8lA3LPjdKOHv6G/kJf7sO/isa1v7IWO8hPx0a6p3d8gtiTWZ0VfStZEatdbdswGfAnla2BRjf+u3PLWnnPuHAQWBaK8deBp6zez4I8DUfXwVkdqStkyZN0kL0Bfv27bug86tyy3Teim362PKvdN6Kbboqt6xLr5+WlqYTEhJ0eXm5Pnv2rB47dqzetWuXzsnJ0YDetm2b1lrr2267TT/11FP61KlTeuTIkbqhoUFrrXVJSUmLe5aVlena2lqttdaffvqpvu6667TWWr/66qv6nnvuabc97Z1TUlKiY2JidFZWltZa63Hjxuljx47ZjsfGxuqTJ082uWbz5s3a399fHz9+XFdVVemIiAj96KOPaq21fu655/QvfvGL8/yGLvzfSLSiulzrQ59q/fGvtV41Q+v/HGRsTwzV+s2btU59RetTh7U2/7vqzdJyT+sXvsjUabmnnd2UFoA03cpnYrcNJWitL2/rmFKqUCkVrrUuUEqFA0VtnDcI+AD4jdZ6e7Nj/4kxtHCX3WuesXv8oVJqlVJqsNa6fw1cCdFB1dll6LoG0KDrGqjOLsMjelCn77dt2zauvfZafHx8ALjuuuvYunUr8+fPZ+jQocyYMQOAW265heeff577778fT09Pbr/9dubNm8e8efNa3LOsrIzFixeTmZmJUora2tpOt8+qrq6OG2+8kfvuu4/Y2NgLunby5MmEh4cDMGLECH74wx8CxpLMmzdv7nLbRAe4+0D85cYGUH7SrJ+wGbK2wP73jP19oH6CI5IZezqB0Vk5Bu8Ci4GV5s93mp+glHIHNgKvaa3fanZsGTAHuExr3WC3Pwwo1Fprc/jBBSjutnchRC/nEeuPsrig6xpQFhc8Yv277bVUs8xypRQWi4XU1FQ+//xz3nrrLV544QW++OKLJuf99re/Zfbs2WzcuJHc3Nw2l0a+EHfeeSfx8fHcf//9tn2RkZEcO3aMqKgo6urqKCsrIzi45QdJ82WX7Zdk7vVLMPdXvkMuLD9hxGwjP6GP1E9ojzOqMTorMFgJ/EMpdTtwBLgeQCmVAvxUa73M3HcJEKyUWmJet0RrnQH8xbzuG/OPkXVa4kLgbqVUHVAJLDK7S4QYkDyiBzF4WaLRUxDr36XeAoCZM2eyZMkSli9fjtaajRs3sm7dOgCOHj3KN998w/Tp03njjTe4+OKLKS8vp6KigquuuooZM2a0+u29rKzMtrzymjVrbPs7u6TzihUrKCsr45VXXmmyf/78+axdu5bp06fz1ltv8YMf/KBFMCP6AGt+gjVHob4OCjIga3Mr9RPs1ncIn9Br6ye0xxkJjE4JDLTWxcBlrexPw5x6qLX+G/C3Nq5vtd1a6xeAFxzXUiH6Po/oQV0OCKwmTpzIkiVLmDJlCgDLli0jOTmZ3NxcRo0axYsvvsjSpUsZO3Ysd999N2VlZSxYsICqqiq01jzzzDMt7vnQQw+xePFiHn/8ca6++mrb/tmzZ7Ny5UqSkpJ45JFHuOGGG5pcN3z4cM6cOUNNTQ2bNm3ik08+YdCgQfzxj39k9OjRTJw4EYCf//znLFu2jNtvv51bb72VuLg4goKCePPNNx3yOxFO5mqBqBRja7V+wu+MzSvQrn7CbAiKcXLDO8YZ1Rhl2WVk2WXRd/SpJX0HKPk36mXOFkLOV41DD2fyjf0B0caQQ+wsiLkUvIOc2cp2dVeOgSy7LIQQYuDxC4XxPzY26/oO1mGHPW9D+hpAGUMN9vUT3DzbvW1P6u5VJZuTwEAIIcTAYL++w9Q7zfUddjUOO3zzAnz9HFg8zfyE2UavQmgiuDir7E/Pk8BACCHEwORqgaFTjO3Sh6C6HI583RgofPafxuYdbAw3WGc8BAxzcsO7lwQGQgghBICHL4ycY2wAZ09AtrV+wmbY+7axP2hEY5AwfCZ4BTirxd1CAgMhhBCiNX5hMOEGY9MaTh5sTGL8bj2krQblAhETGwOFqClgcXd2y7tEAgMhhBDifJSCkNHGNu1uqK+FvLTGQGHbs7D1aXDzhugZjTMeQsb2qmWlO2LgZFMIIbqstLSUVatW2Z7n5ubyxhtv2J6npaVx3333Ofx1N23axL59+1o99tVXXzFx4kQsFgtvvdVYJDUjI4Pp06czbtw4xo8f32QhppycHKZOnUpcXBw33HADNTU1Dm+z6Odc3SB6Osz+Ndz+CTycA4v+Dsm3QOkR+Nev4c8XwdMjYcMdkPEGnDnu7FZ3iAQGQogOO19gkJKSwvPPP+/w120vMBg2bBhr1qzhpptuarLf29ub1157jb179/Lxxx9z//33U1paCsDDDz/MAw88wOHDhwkMDGT16tUOb7MYYDz9YfRVcNVT8POd8MBeWLAKYi81ehU23Q3PjIEXpsBHD8PBj6H6wit79gQZShBCdNjy5cvJysoiKSmJK664gq1bt7J//36SkpJYvHgxycnJPP3007z//vs89thj5OTkkJ2dzdGjR3n22WfZvn07H330EZGRkbz33nu4ubk1uf/LL7/MSy+9RE1NDXFxcaxbt46MjAzeffddvvzySx5//HE2bNjAiBEjbNcMHz4cMNYysDdy5Ejb44iICEJCQjh58iT+/v588cUXtoBm8eLFPPbYY9x9991Nru9M+4Ww8Y+C5JuNraEBivY1JjGmr4UdfwEXC0RNNqZFxs6CyEnGTAknc34LhBCd8tFHH3HixAmH3jMsLIy5c+e2eXzlypXs2bOHjIwMALZs2WILBKzP7WVlZbF582b27dvH9OnT2bBhA08++STXXnstH3zwAddcc02T86+77jruuOMOwFjzYPXq1dx7773Mnz+fefPmsXDhwk69r9TUVGpqahgxYgTFxcUEBARgsRh//qKiosjPz2/1ugttvxCtcnGBsARju+heqKuGYzsaCy1teQK2/Ak8BhmzHKyJjMFxTslPkMBACNFt5s6di5ubG4mJidTX13PllVcCxhLGubm5Lc7fs2cPK1asoLS0lPLycubMmdPlNhQUFHDrrbeydu3aFr0Kjm6/EB1i8TDWbYi5BPhPqDgNuVvNQGEzHPzAOG9QVGOQEHOpscpkTzSvR15FCOFw7X2z7y3slyx2c3OzrWbY1hLGS5YsYdOmTUyYMIE1a9a06IG4UGfOnOHqq6/mj3/8I9OmTQMgODiY0tJS6urqsFgs5OXl2VZ37Gr7hegU7yAYu8DYAE7nmEWWNsOB9yHDXE/wl/thUES3N0cCAyFEhzVfCrmzSyO35ezZs4SHh1NbW8vrr79u+8DuzOvU1NRw7bXX8pOf/KTJEIRSitmzZ/PWW2+xaNEi1q5dy4IFCxz2HoTosqAYY0u5DRrqoeBbY2pkDwQFILMShBAXIDg4mBkzZpCQkMCvfvUrxo8fj6urKxMmTODZZ5/t8v3/8Ic/MHXqVGbMmMHo0aNt+xctWsRTTz1FcnIyWVlZTa7ZuXMnUVFR/POf/+Suu+5i3LhxAPzjH//gq6++Ys2aNSQlJZGUlGTLjfiv//ovnnnmGeLi4iguLub222/vctuF6BYurhA50VjboYfIssvIssui75AlfXs/+TcSfUVbyy5Lj4EQQgghbCQwEEIIIYSNBAZC9DEy/Nd7yb+N6A8kMBCiD/H09KS4uFg+gHohrTXFxcV4eno6uylCdIlMVxSiD4mKiiIvL4+TJ086uymiFZ6enkRFRTm7GUJ0iQQGQvQhbm5uxMTEOLsZQoh+zClDCUqpIKXUp0qpTPNnYCvnJCmlvlFK7VVKfaeUusHu2BqlVI5SKsPcksz9Sin1vFLqsHnNxB58W0IIIUSf56wcg+XA51rreOBz83lzFcBPtNbjgCuB55RSAXbHf6W1TjK3DHPfXCDe3O4E/txN7RdCCCH6JWcFBguAtebjtcA1zU/QWh/SWmeaj48DRcD5VpBYALymDduBAKVUuMNaLYQQQvRzzsoxCNVaF5iPTwCh7Z2slJoCuAP2tVD/qJR6FLPHQWtdDUQCx+zOyTP3FdCMUupOjF4FgHKl1MHOvJE+wh8oc3YjHKy3vidntau7X9fR93fE/bp6j85ePxg41YXXFR3XW/8/76re8r6iW9vZbYGBUuozIKyVQ7+xf6K11kqpNudemd/41wGLtdYN5u5HMAIKd+Al4GHg9xfSPq31S+a1/Z5S6iWtdc8V2u4BvfU9Oatd3f26jr6/I+7X1Xt09nqlVFprZWSF4/XW/8+7qre/r24LDLTWl7d1TClVqJQK11oXmB/8RW2cNwj4APiNOTRgvbe1B6BaKfUq8KD5PB8YaneLKHPfQPeesxvQDXrre3JWu7r7dR19f0fcr6v36K3/DYlG/fXfqFe/L6csoqSUegoo1lqvVEotB4K01g81O8cd+Ah4T2v9XLNj1qBCAc8CVVrr5Uqpq4GfA1cBU4HntdZTeuAtCSEGCOkxEP2dswKDYOAfwDDgCHC91vq0UioF+KnWeplS6hbgVWCv3aVLtNYZSqkvMBIRFZBhXlNuBgovYMxiqABu01rLsolCCIdRSt1pDkUK0S/JsstCCCGEsJG1EoQQQghhI4GBEEIIIWwkMBBCCCGEjQQGQgghhLCRwEAIIRxEKRWrlFqtlHrL2W0RorMkMBBCCEAp9VelVJFSak+z/VcqpQ6aq7a2tuCbjdY6W2t9e/e2VIju5ay1EoQQordZg1EH5TXrDqWUK/AicAXG2is7lVLvAq7AE82uX6q1brWKqxB9iQQGQggBaK2/UkoNb7Z7CnBYa50NoJR6E1igtX4CmNfDTRSiR8hQghBCtK2tFVtbpZQKVkr9BUhWSj3S3Y0TojtIj4EQQjiI1roY+Kmz2yFEV0iPgRBCtE1WbBUDjgQGQgjRtp1AvFIqxlzxdRHwrpPbJES3ksBACCEApdTfgW+AUUqpPKXU7VrrOoyl3P8F7Af+obXe2959hOjrZHVFIYQQQthIj4EQQgghbCQwEEIIIYSNBAZCCCGEsJHAQAghhBA2EhgIIYQQwkYCAyGEEELYSGAghLhgSqkApdTPzMcRSqm3HHjv+5VSP2ll/3DrkshKqUSl1BpHvaYQopEEBkKIzggAfgagtT6utV7oiJsqpSzAUuCN9s7TWn8PRCmlhjnidYUQjSQwEEJ0xkpghFIqQyn1T7tv8kuUUpuUUp8qpXKVUj9XSv1SKbVbKbVdKRVknjdCKfWxUipdKbVVKTXavO8PgF1mxUGUUpOUUt8qpb4F7mnWhvcwShQLIRxIAgMhRGcsB7K01knAr5odSwCuAyYDfwQqtNbJGOWGrUMELwH3aq0nAQ8Cq8z9M4B0u3u9ap43oZU2pAEzu/5WhBD2ZNllIYSjbdZanwXOKqXKML7ZA3wPjFdK+QIXAf9USlmv8TB/hmOsSYBSKgAI0Fp/ZR5bB8y1e50iIKK73oQQA5UEBkIIR6u2e9xg97wB42+OC1Bq9jY0Vwl4dvB1PM3zhRAOJEMJQojOOAv4deZCrfUZIEcp9WMAZbAOFewH4szzSoFSpdTF5rGbm91qJLCnM20QQrRNAgMhxAXTWhcDX5tJh0914hY3A7ebSYV7gQXm/o+AS+zOuw14USmVASiamg180InXFkK0Q5ZdFkL0KkqpjcBDWuvMds7xAL4ELrbOYBBCOIYEBkKIXkUpNQoItUs6bO2ceCBSa72lxxomxAAhgYEQQgghbCTHQAghhBA2EhgIIYQQwkYCAyGEEELYSGAghBBCCBsJDIQQQghh8/8BGflwJBSVoO0AAAAASUVORK5CYII=\n", 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", 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" ] @@ -2075,7 +2077,7 @@ "plt.xlabel(\"time(d)\")\n", "plt.ylabel(\"drawdown(m)\")\n", "plt.title(\"model with storage only\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -2350,13 +2352,6 @@ "* Newville, M.,Stensitzki, T., Allen, D.B., Ingargiola, A. (2014) LMFIT: Non Linear Least-Squares Minimization and Curve Fitting for Python.https://dx.doi.org/10.5281/zenodo.11813. https://lmfit.github.io/lmfit-py/intro.html (last access: August,2021).\n", "* Yang, Xinzhu (2020) Application and comparison of different methodsfor aquifer test analysis using TTim. Master Thesis, Delft University of Technology (TUDelft), Delft, The Netherlands." ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Next Notebook: [Leaky 2 - Hardixveld](leaky2_hardixveld.ipynb)" - ] } ], "metadata": { diff --git a/docs/04pumpingtests/leaky2_hardixveld.ipynb b/docs/04pumpingtests/leaky2_hardixveld.ipynb index aaec0ef..95ddb43 100644 --- a/docs/04pumpingtests/leaky2_hardixveld.ipynb +++ b/docs/04pumpingtests/leaky2_hardixveld.ipynb @@ -40,12 +40,14 @@ "jupyter": { "source_hidden": true }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -148,7 +150,7 @@ "ax.set_ylim([-88, 20])\n", "ax.set_xlabel(\"Distance [m]\")\n", "ax.set_ylabel(\"Relative height [m]\")\n", - "ax.set_title(\"Conceptual Model - Hardixveld Example\")" + "ax.set_title(\"Conceptual Model - Hardixveld Example\");" ] }, { @@ -424,7 +426,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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LiASVWvSBoKAXEQmq5DBYsoLe5xT0IiJBZRa7g5267v1MQS8iEmS6J73vKehFRIIs3Fqn1/mcgl5EJMjCbdSi9zkFvYhIkIVb6xi9zynoRUSCTEHvewp6EZEgC6dByR6vq5AEUtCLiARZSppa9D6noBcRCbKwgt7vFPQiIkEWbg3F6rr3MwW9iEiQqUXvewp6EZEgC6dBZB+UlXldiSRIyOsCDsXM2gAPAcXAAufcEx6XJCLiH+W3qo0URQfmie940qI3s1lmtsXMVlSbPsbMVpvZWjO7PTZ5AvCsc+4a4H+avFgRET/TrWp9z6uu+8eAMZUnmFky8CAwFugNXGpmvYHOwMbYYqVNWKOIiP+lKOj9zpOgd84tBL6qNnkosNY5t845Vww8BYwHNhENe6ilXjO71syWmNmSrVu3JqJsERH/Ke+614A832pOg/E68XXLHaIB3wl4HrjQzB4G5h1sZefcDOfcYOfc4I4dOya2UhERvyjvutcpdr7V7AfjOef2AFd5XYeIiC9VHKNXi96vmlOLfjPQpdLzzrFpIiKSKAp632tOQf8+0N3MjjOzFOASYK7HNYmI+FvFMXoNxvMrr06vexJ4F+hpZpvM7GrnXAS4HngVWAU845xb6UV9IiKBoVH3vufJMXrn3KUHmf4K8Ep9t2tm44Bx3bp1q+8mRESCRefR+15z6rpvMOfcPOfctenp6V6XIiLSMuj0Ot/zVdCLiEgdVZxepxa9XynoRUSCLDkMSWF13fuYgl5EJOh0q1pfU9CLiARduLVa9D6moBcRCbqUNAW9j/kq6M1snJnNKCws9LoUEZGWQ133vuaroNfpdSIi9aCue1/zVdCLiEg9hFvr9DofU9CLiARduI1a9D6moBcRCbpwax2j9zEFvYhI0Gkwnq8p6EVEgi4lDUr2eF2FJIiCXkQk6NR172u+CnqdRy8iUg/hNIgUQVmZ15VIAvgq6HUevYhIPVTcqlYj7/3IV0EvIiL1UH6rWnXf+5KCXkQk6CqCXi16P1LQi4gEXUXXvVr0fqSgFxEJupQ20Z86xc6XFPQiIkGnFr2vKehFRIJOg/F8TUEvIhJ05S36YnXd+5Gvgl4XzBERqQe16H3NV0GvC+aIiNSDTq/zNV8FvYiI1IMG4/magl5EJOjUovc1Bb2ISNAlhyA5RUHvUwp6ERHRrWp9TEEvIiLR7nudXudLCnoREYkGvVr0vhSqbaaZLYtjG1udc2c0Uj0iIuIFBb1v1Rr0QDJwTi3zDZjbeOWIiIgnwq01GM+nDhX033HObahtATP7XiPW0yBmNg4Y161bN69LERFpWVLSFPQ+Vesxeufc4kNtIJ5lmoqujCciUk9hBb1fxTUYz8zOM7MPzewrM9tpZrvMbGeiixMRkSai0+t861Bd9+XuAyYAy51zLnHliIiIJ8KtoVgtej+K9/S6jcAKhbyIiE+F26jr3qfibdHfBrxiZv8C9pdPdM7dm5CqRESkaanr3rfiDfq7gN1AKpCSuHJERMQT4TQo3Q9lpZCU7HU10ojiDfpjnHN9E1qJiIh4J6XSHexatfO2FmlU8R6jf8XMRie0EhER8Y7uSe9b8Qb9dcA/zGyfTq8TEfEh3ZPet+LqunfOqR9HRMTPyoNep9j5Tq0tejM76lAbiGcZERFp5ipa9Oq695tDdd2/Esc24llGRESas4pj9GrR+82huu5PPMSxeAOazbF63dRGRKSe1KL3rUPd1CbZOXdYLY92zrlOTVXsoeimNiIi9VRxet0eb+uQRhfvqHsREfEznV7nWwp6ERHR6XU+pqAXEZGKoH971WfkbdjucTHSmA51et0RtT2aqkgREUmsvM+LAHjvP5uZODNXYe8jhxp1nwc4oqPrjwW2x34/HPgMOC6RxYmISNPIzd9BXxcmlf2URMrIXVdAdmZ7r8uSRnCoUffHOeeygDeAcc65Ds65DOA84LWmKFBERBIvJyuDnaRxtH1FOJRETlaG1yVJI4n3GH2Oc67iwjjOuf8DTk5MSSIi0tSyM9uT1O0MxrRaxpyrBqk17yPxBv3nZvZTM+sae/wE+DyRhYmISNPKGPotUiO7GFS23OtSpBHFG/SXAh2BF2KPI2PTRETEL7JGQUo7+PglryuRRhTv3eu+Am5KcC0iIuKlcCr0HAOrXoZzp0NyXBEhzVxcLXoz62hmvzezV8zszfJHoosTEZEm1ns87PsKNiz2uhJpJPF23T8BfEL0dLr/BfKB9xNUk4iIeKXbmRBuo+57H4k36DOcc48CJc65fznnJgOnJ7AuERHxQrg19BgNq+ZBWanX1UgjiDfoS2I/vzCzc81sIKAr44mI+FHv8bBnK3z2rteVSCOId6TFr80sHfgh8ABwGHBLwqoSERHvdDsLQq2j3fddT/G6GmmguFr0zrmXnXOFzrkVzrlRzrls59zcRBdXV2Y2zsxmFBYWel2KiEjL1aotdD8TPp4LZWVeVyMNFO+o+x5m9k8zWxF73t/MfprY0urOOTfPOXdtenq616WIiLRsvcbD7i9h03teVyINFO8x+j8DdxA7Vu+cWwZckqiiRETEYz3OhuQU/pv7NA++tVZ3s2vB4j1Gn+ace8/MKk+LJKAeERFpDlIPY8cxIyhb+SL3Fp9OOBTiiSk5ugZ+CxRvi36bmR1P9Ja1mNlFwBcJq0pERDy3JO1Ujrav6M+nFbeulZYn3qD/PvAIcIKZbQZuBq5LVFEiIuK9Dtnns9e14rLQm7p1bQsW77Xu1wFnmlkbIMk5tyuxZYmIiNcG9OjKll4XM2H1HHp86/ecqG77FimuoDezVsCFQFcgVH6s3jn3y4RVJiIinjty9C3wyeOcuPkp6PULr8uReoi36/4lYDzRAXh7Kj1ERMTPjsiCXuNgyaOwf7fX1Ug9xDvqvrNzbkxCKxERkebp5Bth1Vz48G+Q812vq5E6irdF/46Z9UtoJSIi0jx1GQJdciD3QSjVmdUtTa1Bb2bLzWwZcArwgZmtNrNllaaLiEgQnHwD7PiMdYue1AV0WphDdd2f1yRViIhI89ZzLEWHHcfut6bzh+L2pISSdQGdFqLWFr1zbkNtj6YqUkREPJaUTO43LqG/fcpgPtEFdFqQeI/Ri4hIwB2WcwVfuXZcG5qvC+i0IAp6ERGJy6Djj6Fo4NWcmfwBL5zfRt32LYSCXkRE4nbMmB9AWga9lv8OnPO6HImDgl5EROKXmg6n/RjyF8HaN7yuRuKgoBcRkbrJvgraHwev/xzKSr2uRg5BQS8iInUTSoEzfwFbPoaPnvS6GjkEBb2IiNRd7/OhUza8eRcU7/W6GqmFgl5EROrODM76Fez6HP79sNfVSC0U9CIiUj9dh0OPsbD4Ptiji+c0Vwp6ERGpvzOnQvEeePOXXlciB+GroDezcWY2o7Cw0OtSRESC4cgTIOc6yHsMPvu319VIDXwV9M65ec65a9PT070uRUQkMD48/jp2tfoGe1+4EUpLvC5HqvFV0IuISNPK27CdS/+6nB/tvoy07Z+w6f/+4HVJUo2CXkRE6i13XQHFkTJeLR3C66XZfOOD6bDjM6/LkkoU9CIiUm85WRmkhJJINribq0hKSoJXbtV18JuRkNcFiIhIy5Wd2Z4npuSQu66AnKwMkjfvgNd+Cp+8DL3GeV2eoKAXEZEGys5s//Utazt/l71LnsC9cBNrkvowoGeWt8WJuu5FRKTx5G3azaVbJxHev4PNT3yPvA3bvS4p8BT0IiLSaHLXFbA80oX7IhdybtK7bMvVTW+8pqAXEZFGUz44b2bZOJa6bpyx7rew60uvywo0Bb2IiDSa8sF5N43uTejCRwiVFrHjme/x4Jtr1I3vEQW9iIg0quzM9nx/VDf69h/MxkG3cfjGf/LZP2cwcWauwt4DCnoREUmYuanjeKesNz8P/ZVOpZvJXae73DU1Bb2IiCRMzvEducN9n2LC3B9+gJMy23pdUuAo6EVEJGGyM9tz75RzeafvL+lj+QxafZ/XJQWOLpgjIiIJlZ3ZHjKvhjar4d8PQ9ZI6DnG67ICQy16ERFpGmf9Er7Rj8jz3+Wxf7yjgXlNREEvIiJNI5zKiuH3UVy0l97v3MKVMxcr7JuAgl5ERJrMvwoO5yeRqxma9Ak3uSc1Cr8J6Bi9iIg0mZysDB5IGsGg0jVcE5rPp0njgG5el+VratGLiEiTKb9y3u6Rv2RPhxM5/u1bYdtar8vyNQW9iIg0qezM9lx3Rm/aXP4EJIfhmW9D8R6vy/ItBb2IiHjj8C5w4UzYsgpeuh6c87oiX1LQi4iId7qdwabs22Dl82x6+TdeV+NLCnoREfFM3obtnPneAOaVnsQxS37HmsXPe12S7yjoRUTEM7nrCiiOOG4tuZZV7liOfesGDc5rZAp6ERHxTE5WBimhJEqsFTe4H5EUSoGnLoV9O7wuzTd0Hr2IiHim/HS73HUF5GRlsO7LI+n2j4nsfvxy0q9+EZIVUw2lFr2IiHgqO7M93x8VvWjO+JcddxZPJv3zRWz5+y0eV+YPCnoREWkWosfry3i6dCR/jpzLkZ/Mhn/P8LqsFk9BLyIizUL58fpkg+k2kR1dzsT948fMe262bn7TADr4ISIizUL14/XrS06k1ePnMmrZrXx76W5+OuXS6L3tpU7UohcRkWaj/Hh9dmZ73tlYxOTiWymkDX9K+i0rPl7hdXktkoJeRESapZysDHaEMri65Me0pphvrb4F9qkLv64U9CIi0iyVd+WPO+sMvhg7k9Y78+GpyyGy3+vSWhQdoxcRkWYrO7N97Lh8N0h7GJ6fAi9eBxNmQpLaqvFQ0IuISMvQ/5uwcxO8MRXSO8NZv/S6ohah2Qe9mWUBPwHSnXMXeV2PiIh4aPjNsGMjvP1HPivNYF6rc8nJytBo/FoktN/DzGaZ2RYzW1Ft+hgzW21ma83s9tq24Zxb55y7OpF1iohIC2EGY3/Hji5n0vndX7DijceZODNX59nXItEHOB4DxlSeYGbJwIPAWKA3cKmZ9Tazfmb2crXHkQmuT0REWprkEE9nTuVD1437Qv+PIaXLyF1X4HVVzVZCg945txD4qtrkocDaWEu9GHgKGO+cW+6cO6/aY0u8+zKza81siZkt2bp1ayO+ChERaW4Gd+/M99yPyXdH86fwvZzebpPXJTVbXgxZ7ARsrPR8U2xajcwsw8z+BAw0szsOtpxzboZzbrBzbnDHjh0br1oREWl2sjPb89CUM3nn5D8TateBXv+8Crb+x+uymqVmf26Cc67AOfdd59zxzrnfeF2PiIg0D9mZ7blqzEm0umouJCXD4+dHB+pJFV4E/WagS6XnnWPTRERE6i7jeLj8edi/Cx6/APZs87qiZsWLoH8f6G5mx5lZCnAJMNeDOkRExC+O7g+XPQ2FG+GJi6KhL0DiT697EngX6Glmm8zsaudcBLgeeBVYBTzjnFuZyDpERCQAMk+Gb/4VvlgGcy6B4r1eV9QsmHPO6xoajZmNA8Z169btmjVr1nhdjoiIeGHZ3+H5a6DbGXDJHAi18rqihDOzPOfc4JrmNfvBeHXhnJvnnLs2PT3d61JERMQjeeln8maPn8DaN+C5q6E04nVJnvJV0IuISLDlbdjOxJm5TFnem7vKroBV86I3wSkr87o0zyjoRUTEN3LXFVAcKaPMwaySMeR2/T4sfwbm3wI+OlRdF83+pjYiIiLxysnKICWUREmkjHAoifCoW2FtKiz6A4TT4Oy7o9fLDxAFvYiI+EZ2ZnuemJJD7rqCr+9qd+zPoHgP5D7Eks+LsNN/RnbXI7wutcko6EVExFeyM9tXvW2tGXm9fszad9dw8WezeGDWTrh6WmBubeurY/RmNs7MZhQWFnpdioiINCO567/izpKr+HtkBDckPUvJW7/3uqQm46ug1+l1IiJSk5ysDMKhEHeWXstLZaeQk/8gvP1Hr8tqEuq6FxER36t87L5z18dgyW3w+s/ZWFjC3Nbnf30834cU9CIiEghVjt0fO4Ptu/fR5b1fsaVkIxOTxvDElBxfhr2CXkREgic5zFPH/oJu67bwv+HHKC1JInddd18Gva+O0YuIiMRraLej+AE388/Sgfw6PIvziv/hdUkJoaAXEZFAys5sz2NTTuU/Ix9iR+fTyXz3J7BkltdlNTp13YuISGBVHLePPAVPfxtevgUw8jqeX/WiOy2Yr4K+0m1qvS5FRERaklAruPjxWNjfzEtlK/hbyemkhJIqBunlbdjeIsPfV0HvnJsHzBs8ePA11eeVlJSwadMmioqKPKhMmoPU1FQ6d+5MOBz2uhQRaY5iYZ//0AX88quZRJIcT0fOIHddAQATZ+ZSHCmrEv4tga+CvjabNm2iXbt2dO3aFQvYDQ0EnHMUFBSwadMmjjvuOK/LEZHmKtSKr86bRf5fL+Hu8KO0KnPkZJ1c5a54JZEyctcVtJigD8xgvKKiIjIyMhTyAWVmZGRkqEdHRA5pUNZRHHblU6zPGMEvkmaR/eUzFXfFSzYIh5LIycrwusy4BaZFDyjkA05/fxGJ16Cso+C65+DZq+D/biP77FKemHKpjtGLiIj4RigFvvkYPDsZXr2D7NGlZI+6weuq6iwwXffNVX5+Pn379vW6jAb7/PPPueiiizytofJ7uWDBAs477zxP6xERH0gOw0WzoM8F8NpPYfH0KrPzNmznwbfWkrdhu0cFHppa9NIojjnmGJ599lmvyxARaXzJYZgwE5JC8MZUKC2B024jb8P2FjESXy36WjT2N7V7772Xvn370rdvX+67776K6ZFIhIkTJ9KrVy8uuugi9u7dC8Dtt99O79696d+/Pz/60Y/qtK+RI0dy0003MWDAAPr27ct7770HwNSpU5k2bVrFcn379iU/P5/8/HxOOOEEJk2aRI8ePZg4cSJvvPEGw4cPp3v37lXW//a3v81JJ51E9+7d+fOf/wxUbU0/9thjTJgwgTFjxtC9e3duu+22iv09+uij9OjRg6FDh3LNNddw/fXXH1B7v3792LFjB845MjIymD17NgBXXHEFr7/+OqWlpdx6660MGTKE/v3788gjj9TpvRERqbPkEFzwCJx4Gbx1F7z5a3I/3XbASPzmyFct+sa8YE5jf1PLy8vjL3/5C//+979xzjFs2DBOO+002rdvz+rVq3n00UcZPnw4kydP5qGHHuKqq67ihRde4JNPPsHM2LFjR533uXfvXpYuXcrChQuZPHkyK1asqHX5tWvX8ve//51Zs2YxZMgQ5syZw+LFi5k7dy533303L774IgDLli0jNzeXPXv2MHDgQM4999wDtrV06VI+/PBDWrVqRc+ePbnhhhtITk7mV7/6FR988AHt2rXj9NNP58QTTzxg3eHDh/P222+TmZlJVlYWixYt4oorruDdd9/l4Ycf5tFHHyU9PZ3333+f/fv3M3z4cEaPHq3BdiKSWEnJMP7BaOgv/D0X9t3JA6GRlERcsx6J76sWvXNunnPu2vT09AZvq6ZzJhti8eLFXHDBBbRp04a2bdsyYcIEFi1aBECXLl0YPnw4AJdffjmLFy8mPT2d1NRUrr76ap5//nnS0tLqvM9LL70UgBEjRrBz585Dflk47rjj6NevH0lJSfTp04czzjgDM6Nfv37k5+dXLDd+/Hhat25Nhw4dGDVqVEVrv7Izzjij4jX07t2bDRs28N5773HaaadxxBFHEA6H+eY3v1ljHaeeeioLFy5k4cKFXHfddSxfvpzNmzfTvn172rRpw2uvvcbs2bMZMGAAw4YNo6CggDVr1tT5/RERqbOkJDjvjzBkCketeIR/9XuNH5zVo9l224PPgr4xNeU5k9VbomZGKBTivffe46KLLuLll19mzJgxB6x39tlnM2DAAKZMmVKn7ZaVlVVMq3xeeatWrSp+T0pKqnielJREJBKpdbvVVd5WcnJylfUPZcSIESxatIhFixYxcuRIOnbsyLPPPsupp54KRC9+88ADD7B06VKWLl3K+vXrGT16dNzbFxFpkKQkOGca5HyPb3z8F76/9yGyu0QbmM1xcJ6C/iCyM9vzxJQcfjC6Z6N8Uzv11FN58cUX2bt3L3v27OGFF16oCK7PPvuMd999F4A5c+ZwyimnsHv3bgoLCznnnHOYPn06H3300QHbfPXVV1m6dCkzZ86scZ9PP/00QEUPQXp6Ol27duWDDz4A4IMPPmD9+vV1fi0vvfQSRUVFFBQUsGDBAoYMGRLXekOGDOFf//oX27dvJxKJ8Nxzz9W4XJcuXdi2bRtr1qwhKyuLU045hWnTpjFixAgg+gXn4YcfpqSkBID//Oc/7Nmzp86vQ0Sk3szg7Lth+M3RO97NvZ689duYODOXP7y2mokzc5tN2PvqGH1jq7irUSMYNGgQkyZNYujQoQBMmTKFgQMHkp+fT8+ePXnwwQeZPHkyvXv35rrrrqOwsJDx48dTVFSEc4577723zvtMTU1l4MCBlJSUMGtW9NaLF154IbNnz6ZPnz4MGzaMHj161Hm7/fv3Z9SoUWzbto2f/exnHHPMMVW69g+mU6dO3HnnnQwdOpQjjjiCE044gYMdZhk2bBilpaVA9EvSHXfcwSmnnAJE37v8/HwGDRqEc46OHTtWjB8QEWkyZnDmVAi3hgW/od3n2yiNXE6ZS25Wl8k155zXNTS6wYMHuyVLllSZtmrVKnr16uVRRU1v5MiRTJs2jcGDBzfqdqdOnUrbtm3rfBZAud27d9O2bVsikQgXXHABkydP5oILLmjUGmsTtH8HItJEFk+HN6bymhvKjcXXQyilSY/bm1mec67G//DVopcmNXXqVN544w2KiooYPXo0559/vtcliYg03Cm3QCiV0f+4nX8cPYOvzp3JoGbQmge16CVg9O9ARBJqySx4+RbIGgmXzIGUNk2y29pa9BqMJyIi0lgGT4bzH4b1C+FvF0HRTs9H4qvrXkREpDENuAxCqfD8NeyZeR7X/fcGtkXSPLtMrq9a9GY2zsxmFBYWel2KiIgEWd8J8K3HSS34mMfsVxzudnp2mVxfBX1jXhlPRESkQU44h0/PepTj7AueTvkVnUI7PLlMrq+CvjnbsWMHDz30UMXz/Px85syZU/F8yZIl3HjjjV6UVqu2bdsCB9YrIiKH1uPk8Xx2zmwyw9t57fDfkp2+q8lrUNA3kUMF/eDBg7n//vsbZV91udxsvBT0IiL103PYWFImzSW1ZAfMGgsFnzbp/hX0TeT222/n008/ZcCAAdx6663cfvvtLFq0iAEDBjB9+nQWLFjAeeedB0TPNb/yyis59dRTyczM5Pnnn+e2226jX79+jBkzpuLSr5WNHDmSm2++mcGDB/PHP/6RvLw8TjvtNLKzszn77LP54osvALj//vsrbn17ySWXVOyvplvXVq+/cr0rV65k6NChDBgwgP79++umMiIitekyBK58GSL74C9jYcuqJtt1MEfd/9/t8OXyxt3mUf1g7D0HnX3PPfewYsUKli5dCsCCBQuYNm0aL7/8csXzyj799FPeeustPv74Y0466SSee+45fve733HBBRcwf/78Gi80U1xczJIlSygpKeG0007jpZdeomPHjjz99NP85Cc/YdasWdxzzz2sX7+eVq1a1enWt/fcc0+Vem+44QZuuukmJk6cSHFxccXlakVE5CCO7g+TXoHZ4yHvr7VmRmMKZtC3AGPHjiUcDtOvXz9KS0sr7l5X/ZaxlV188cUArF69mhUrVnDWWWcBUFpaytFHHw1Er1M/ceJEzj///AZdle6kk07irrvuYtOmTUyYMIHu3bvXe1siIoFx5AksO+cFFn+ZzLAN25vkVLtgBn0TfYtqiMq3iA2HwxW3gq1+y9jK2rSJXoHJOUefPn0q7ohX2fz581m4cCHz5s3jrrvuYvny5bXeuvZgLrvsMoYNG8b8+fM555xzeOSRRzj99NPr/DpFRIIkb8N2Jj65geJIGSlvrWuS8+p1jL6JtGvXjl27dh30eWPq2bMnW7durQj6kpISVq5cSVlZGRs3bmTUqFH89re/pbCwkN27d8d169rq9a5bt46srCxuvPFGxo8fz7JlyxLyWkRE/CR3XQHFkTLKHE12Xn0wW/QeyMjIYPjw4fTt25exY8dy9913k5yczIknnsikSZMYOHBgo+0rJSWFZ599lhtvvJHCwkIikQg333wzPXr04PLLL6ewsBDnHDfeeCOHH354XLeu7d+/f5V69+/fz+OPP044HOaoo47izjvvbLT6RUT8Kicrg5RQEiWRMsKhpCY5r143tZFA0b8DEfFa3obt5K4rICcro9G67XWbWhERkWYiO7N9k17vXsfoRUREfMxXQX+om9r48TCFxE9/fxEJIl8FfW03tUlNTaWgoED/2QeUc46CggJSU1O9LkVEpEkF5hh9586d2bRpE1u3bvW6FPFIamoqnTt39roMEZEmFZigD4fDHHfccV6XISIi0qR81XUvIiIiVSnoRUREfExBLyIi4mO+vDKemW0FNlSbnA7UfN5dfOq7fl3Xq8vyHYBtda4oOBr6N28qXtWZyP025rb12Q0efXbrvs9M51zHGtdwzgXiAczwYv26rleX5YElXr+vzfnR0L+53+tM5H4bc9v67Abvoc9u4+4zSF338zxav67rNbRO+VpLeS+9qjOR+23MbeuzGzwt5b30os4679OXXfdBYWZL3EFuYiAizZc+u9KUgtSi96MZXhcgIvWiz640GbXoRUREfEwtehERER9T0IuIiPiYgl5ERMTHFPQiIiI+Fpi71wWNmfUCbiJ6Ba5/Ouce9rgkEYmDmZ0PnAscBjzqnHvN24qkpVOLvhkys1lmtsXMVlSbPsbMVpvZWjO7vbZtOOdWOee+C3wLGJ7IekUkqpE+uy86564BvgtcnMh6JRh0el0zZGYjgN3AbOdc39i0ZOA/wFnAJuB94FIgGfhNtU1Mds5tMbP/Aa4DHnfOzWmq+kWCqrE+u7H1/gA84Zz7oInKF59S0DdTZtYVeLnSfxYnAVOdc2fHnt8B4Jyr/h9FTdua75w7N4HlikhMQz+7ZmbAPcDrzrk3mqRo8TUdo285OgEbKz3fBAw72MJmNhKYALQCXklkYSJSqzp9doEbgDOBdDPr5pz7UyKLE/9T0PuUc24BsMDjMkSkjpxz9wP3e12H+IcG47Ucm4EulZ53jk0TkeZNn13xlIK+5Xgf6G5mx5lZCnAJMNfjmkTk0PTZFU8p6JshM3sSeBfoaWabzOxq51wEuB54FVgFPOOcW+llnSJSlT670hxp1L2IiIiPqUUvIiLiYwp6ERERH1PQi4iI+JiCXkRExMcU9CIiIj6moBcREfExBb2IiIiPKehFAszMDjez71V6foyZPZuA/Uw1s81m9suDzM83sw5m1trMlppZsZl1aOw6RIJIQS8SbIcDFUHvnPvcOXdRgvY13Tn389oWcM7tc84NAD5PUA0igaO714kE2z3A8Wa2FHgdeJDYvdTNbBJwPtAG6A5MA1KAbwP7gXOcc1+Z2fGx9ToCe4FrnHOf1LZTM8sAniR6C9d3AWv0VyYigFr0IkF3O/Cpc26Ac+7WGub3BSYAQ4C7gL3OuYFEw/mK2DIzgBucc9nAj4CH4tjvL4DFzrk+wAvAsQ17GSJyMGrRi0ht3nLO7QJ2mVkhMC82fTnQ38zaAicDfzeraJS3imO7I4h+gcA5N9/Mtjdu2SJSTkEvIrXZX+n3skrPy4j+/5EE7IgdVxeRZkhd9yLBtgtoV9+VnXM7gfVm9k0AizoxjlUXApfF1hkLtK9vDSJSOwW9SIA55wqAt81shZn9vp6bmQhcbWYfASuB8XGs87/ACDNbSbQL/7N67ltEDkH3oxeRhDOzqcBu59y0OJfPBwY757Ylsi6RIFCLXkSawm7g2oNdMKdc+QVzgDDRcQAi0kBq0YuIiPiYWvQiIiI+pqAXERHxMQW9iIiIjynoRUREfOz/A8toH03bx84uAAAAAElFTkSuQmCC", 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" ] @@ -443,7 +445,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"head [m]\")\n", "plt.legend()\n", - "plt.title(\"Model Results - Model 1\")" + "plt.title(\"Model Results - Model 1\");" ] }, { @@ -671,7 +673,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -690,7 +692,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"head [m]\")\n", "plt.legend()\n", - "plt.title(\"Model Results - Model 2\")" + "plt.title(\"Model Results - Model 2\");" ] }, { @@ -902,7 +904,7 @@ }, { "data": { - "image/png": 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FvYhIqqpo0Svow0xBLyKSqjKax74q6ENNQS8ikqp0jj4lKOhFRFKVLq9LCQp6EZFUpcF4KUFBLyKSqtR1nxIU9CIiqUot+pSgoBcRSVXpUbB0BX3IKehFRFKVWXwGO3Xdh5mCXkQklWlO+tBT0IuIpLJoU11eF3IKehGRVBZtrhZ9yCnoRURSWbSpztGHnIJeRCSVKehDT0EvIpLKos2geHPQVUgSKehFRFJZRjO16ENOQS8iksqiCvqwU9CLiKSyaFMoUtd9mCnoRURSmVr0oaegFxFJZdFmULIVysqCrkSSJBJ0AXtiZs2BW4EiYKG73xtwSSIi4VE+VW3JttjAPAmdQFr0ZnanmX1tZsuqLB9rZh+Z2SdmNj2+eALwsLtPBU6u92JFRMJMU9WGXlBd93cDYysvMLN04BbgeKAXcI6Z9QLaA6vjm5XWY40iIuGXoaAPu0CC3t1fAr6psvgw4BN3X+nuRcD9wCnAGmJhD9XUa2YXm9kSM1uydu3aZJQtIhI+5V33GpAXWg1pMF47vmu5Qyzg2wGPAqeZ2W3Agt3t7O53uPtgdx/ctm3b5FYqIhIW5V33usQutBr8YDx33wxcGHQdIiKhVHGOXi36sGpILfrPgQ6Vfm4fXyYiIsmioA+9hhT0bwDdzayzmWUAZwNPBFyTiEi4VZyj12C8sArq8rr7gNeAQ8xsjZld5O4lwA+BZ4APgAfd/b0g6hMRSRkK+tAL5By9u5+zm+VPA0/X9rhmNg4Y161bt9oeQkQktWQ0j31V0IdWQ+q632vuvsDdL87Kygq6FBGRxkGX14VeqIJeRERqqOLyOrXow0pBLyKSytKjkBZV132IKehFRFKdpqoNNQW9iEiqizZViz7EFPQiIqlOQR9qoQp6MxtnZncUFhYGXYqISOOR0Vxd9yEWqqDX5XUiIrWgFn2ohSroRUSkFqJN1aIPMQW9iEiqizbXNLUhpqAXEUl1atGHmoJeRCTV6Tr6UFPQi4ikumhTKFbXfVgp6EVEUl2GWvRhFqqg13X0IiK1EG0GJdugrCzoSiQJQhX0uo5eRKQWyqeqLVGrPoxCFfQiIlILmqo21CLVrTSzKxI4xmZ3v72O6hERkfpWHvS6O14o7alFfyXQAmhZzeOnySxQRESSrLzrXgPyQqnaFj1wj7tfU90GZta8DusREZH6lhH/b1yX2IVStS16d79qTwdIZBsREWnA1KIPtT216AEws32A84FOlfdx98uSUpWIiNSfinP0CvowSijogaeBXOBdQBdaioiESUWLXoPxwijRoM9090RG4AfKzMYB47p16xZ0KSIijYcurwu1RK+jv8fMpprZgWa2b/kjqZXVgm6YIyJSC7q8LtQSbdEXATcCvwI8vsyBLskoSkRE6pEG44VaokH/U6Cbu69LZjEiIhIAtehDLdGu+08A/QsQEQmj9AikZyjoQyrRFv1mYKmZvQBsL1+oy+tEREIi2lRd9yGVaNDPjz9ERCSMos3Uog+phILe3f+R7EJERCRA0Wa6vC6kqj1Hb2Z37OkAiWwjIiINXLSZuu5Dak8t+lPNbFs16w04ug7rERGRIESbqus+pPYU9FcmcIxFdVFIXdCd8UREailD5+jDqtqgb2zn5t19AbBg8ODBU4OuRUSkUYk2gy0FQVchSZDodfQiIhJmurwutBT0IiKioA8xBb2IiEC0ORRtDroKSYKErqM3sx7EBuZ1rLyPux+TpLpERKQ+qUUfWoneGe8hYBbwd6A0eeWIiEggos2gdDuUlUJaetDVSB1KNOhL3P22pFYiIiLByag0g12TlsHWInUq0XP0C8zsB2Z2oJntW/5IamUiIlJ/NCd9aCXaor8g/rXyDXQc6FK35YiISCA0J31oJTqpTedkFyIiIgFSiz60Eh11/zLwIrHb3b7i7huTWpWIiNSvaPPYV81gFzqJnqP/PvARcBrwqpktMbOZyStLRETqVUWLXkEfNol23X8an8WuKP44GuiZzMJqQ5PaiIjUUsU5enXdh01CLXozWwHMB/YH5gB93H1sEuuqFXdf4O4XZ2VlBV2KiEjjUnF5ne6OFzaJdt3/BfgMOAe4DLjAzLomrSoREalfGowXWgkFvbv/2d3PAI4F8oCrgY+TWJeIiNQnXV4XWol23d9kZouBxUB/4LdA92QWJiIi9Sjeon/lg9XkrVofcDFSlxLtun8NONnde7v7FHf/h7uvTGZhIiJSf/K+2A7A6x+vYeLsXIV9iCTadf8wMNTMZsQf45Jcl4iI1KPc/A1s9yiZbKe4pIzclQVBlyR1JNGu++uBHwPvxx+Xmdl1ySxMRETqz7Au2XxLMw6w9UQjaQzrkh10SVJHEr3X/YnAAHcvAzCzfwBvAb9MVmEiIlJ/cjq2pqDbaI5f9RwHT8whp2ProEuSOpLoOXqAfSp9rwvVRURCJnvIGWSWfEtO6btBlyJ1KNEW/fXAW2b2AmDASGB60qoSEZH61/UYyGgB7z8O3UYHXY3UkUQH490HDAMeBR4BDnf3B5JZmIiI1LNoJvQYCx8+CaUlQVcjdaTaoDezQeUP4EBgTfxxUHyZiIiESa9TYEsBrHol6Eqkjuyp6/6m+NdMYDDwNrGu+37AEuDw5JUmIiL1rtuxsbvkvf84dDkq6GqkDlTbonf3o939aOBLYJC7D3b3HGAg8Hl9FCgiIvUooxl0HwMfLICy0qCrkTqQ6Kj7Q9y9Yhimuy+jAU5TKyIidaDXKbD5a/gsN+hKpA4kGvTvmNlsMxsVf/wdeCeZhYmISEC6j4FIZqz7Xhq9RIP+QuA9YnfHK79D3oXJKqq2zGycmd1RWFgYdCkiIo1Xkxaxc/UfPAFlZUFXI3sp0aAfDsxy9/Hxx0x335bMwmrD3Re4+8VZWbqfj4jIXul1Kmz8Eta8HnQlspcSDfrzgbfNLNfMboy3nHV/RBGRsOpxHKRn8N/cB7jlhU80m10jltCd8dz9AgAzOwg4HbgFOCjR/UVEpJHJbMWGg0ZS9t58bi46hmgkwr1Thuke+I1QorPXnWdmtwMPA8cCfwNGJLMwEREJ1pJmIzjQvqEfKzR1bSOWaNf9n4ABwN+By9z9j+7+WrKKEhGR4LXJOZWtnsG5kec1dW0jlui97tsAk4ndIe9aM3vdzO5JamUiIhKoAT06sbHn2UyIvMID53ZRt30jlWjXfSvgYKAj0InYNLW65kJEJOT2G3M56V5K/8/vD7oUqaVEu+5fBsYRu0nOWe5+SPkAPRERCbF9u0DPcbBkDmzfFHQ1UguJdt33c/cfuPs8d1+T7KJERKQBOeIy2FYIb/0z6EqkFhK6PM7M2gJXAb2JnacHwN2PSVJdIiLSUHQYAh2GQe4tMGQKpOvK6sYk0a77e4EPgc7A74B84I0k1SQiIg3NET+CDZ+xctF9uoFOI5Pox7Jsd59jZj929xeBF81MQS8ikioOOZ5trTqz6YWZ3FTUmoxIum6g00gk2qIvjn/90sxONLOBwL5JqklERBqatHRy9z+bfraCwXyoG+g0IokG/R/MLAv4KfAzYDZwedKqEhGRBqfVsPP5xltyceQp3UCnEdlj0JtZOtDd3QvdfZm7H+3uOe7+RD3UJyIiDcSgrgexbeBFHJv+Jo+d2kzd9o3EHoPe3UuBc+qhFhERaeAOGvtTaJZNz3dvBPegy5EEJNp1/4qZ/c3MRpjZoPJHUisTEZGGJ7MVHDUd8hfB8meDrkYSkOio+wHxr9dUWuaArqMXEUk1OZNg8W3w3P9Ct9GQlh50RVKNROejPzrZhYiISCMRyYDR/wsPXQBv3wcDzwu6IqlGtUFvZldUt97db67bckREpFHodQq0GwzPXwu9J0BGs6Arkt3Y0zn6lvHHYGAa0C7+uATQOXoRkVRlBt+7BjZ+EevGlwar2ha9u/8OwMxeAga5+8b4z1cDTyW9OhERabg6DYdDToBFM2HQBdC8TdAVyS4kOup+f6Co0s9F8WUiIpLKjr0airfAf67Z46YSjESDfi7wupldHW/NLwbuTlZRtWVm48zsjsLCwqBLERFJDW0PgWHT4M1/wGe5QVcju5DofPTXAhcC6+OPC939+mQWVhvuvsDdL87Kygq6FBGRlPFW12lsbLI/Wx+9DEqL97yD1KtEW/S4+5vu/uf4461kFiUiIo1D3qr1nPOPd/nppok03fARa/7fjKBLkioSDnoREZGqclcWUFRSxr9LB/NsaQ77vzkT1q8KuiypREEvIiK1NqxLNhmRNNINruVC0tLS4ekrdR/8BiTRW+CKiIjsJKdja+6dMozclQUM65JN+ueF8O9fwQdPxG6qI4FT0IuIyF7J6dj6uylr21/CliXz4LHL+Ti9DwMO6RpscaKuexERqTt5azZy9trziRRt4Kt508jL/yboklKegl5EROpM7soClpV04E8lpzPWFlOweF7QJaU8Bb2IiNSZ8sF5s8tOYql355gVf4Rvvwy6rJSmoBcRkTpTPjjvx2N6ETntdiJlRRQ+cAm3PL+cvFXrgy4vJSnoRUSkTuV0bM2lR3ejT78cPsu5iqzPF7LmP7OYODtXYR8ABb2IiCTNgiYn8WpZb34TuYcOpavJXVkQdEkpR0EvIiJJM6xrW6b7pWwjyl+if+Pwg5sHXVLKUdCLiEjS5HRszcwpJ/Bq39/T01Yx6KOZQZeUcnTDHBERSaqcjq2h42Ro/jEsvg26jIJDTwi6rJShFr2IiNSP7/0ODuhHyWPTuPtfr2hgXj1R0IuISP2INGHZEX9i+7at9H71ci6Y/bLCvh4o6EVEpN68WJDFL0umMiTtI37i8zQKvx4o6EVEpN4M65LNM2lHMrd0DFMiTzM2bXHQJYWegl5EROpN+Z3zNo+6hk1tB9L1latg3fKgywo1Bb2IiNSrnI6tmTa6Jy3OuxciTeCB82D7pqDLCi0FvYiIBCOrHZx+J6z7GB6/FNyDriiUFPQiIhKcLqNYk/NzeH8+ny+4NuhqQklBLyIigclbtZ5jF/fjidIjODBvBp+8/HDQJYWOgl5ERAKTu7KAohLnquKpvO8dOfiFy2Dtx0GXFSoKehERCcywLtlkRNIotib8yH+GRTPh/nNgq26kU1d0r3sREQlM+eV2uSsLGNYlm5Vf7Ue3f53L5rkTaTXlcUiPBl1io6cWvYiIBCqnY2suPbobAKc8Wcb0ooto9eUrrH3wMo3ErwMKehERaRBi5+vLeKj0KGaVjKPtR/Ng8aygy2r0FPQiItIglJ+vTzf4s53D+oPH4M/8kicfvkuT3+wFnaMXEZEGoer5+vziAWTccyJHv/tzzn97C7+ccm5sbnupEbXoRUSkwSg/X5/TsTWvrt7K5KKfsZ6WzEr7P957752gy2uUFPQiItIgDeuSTWEkm8nFPyeDEs786Cew5Zugy2p0FPQiItIglXfln/K9Y/jqhDvJ3LQG7j8XircFXVqjonP0IiLSYOV0bB0/L98Nms+ChyfDY/8Dp98FaWqrJkLvkoiINA59ToPv/R7enw/P/iboahqNBt+iN7MuwK+ALHc/Peh6REQkQEf8CApXw2t/47OybBZknsywLtkajV+NpLbozexOM/vazJZVWT7WzD4ys0/MbHp1x3D3le5+UTLrFBGRRsIMxt7A+oPH0D73Gj547h9MnJ2r6+yrkeyu+7uBsZUXmFk6cAtwPNALOMfMeplZXzN7sspjvyTXJyIijU1aOg8e/Fve9O7cHLmFw0rfJndlQdBVNVhJDXp3fwmoei3EYcAn8ZZ6EXA/cIq7v+vuJ1V5fJ3oc5nZxWa2xMyWrF27tg5fhYiINDSDu7dnmv+cFd6O26I3c0zLz4IuqcEKYjBeO2B1pZ/XxJftkpllm9ksYKCZ/WJ327n7He4+2N0Ht23btu6qFRGRBienY2tmTRlN7hF3EGm1Pz3/Mxm+/jDoshqkBj/q3t0L3P0Sd+/q7tcHXY+IiDQMOR1bc+HYw2ly4ROQngH3jIcNatlXFUTQfw50qPRz+/gyERGRmtu3M5z3KBRvjoX95nVBV9SgBBH0bwDdzayzmWUAZwNPBFCHiIiExQF94NwHofBz+OdpsO3boCtqMJJ9ed19wGvAIWa2xswucvcS4IfAM8AHwIPu/l4y6xARkRRw8DA4cy78dxncdzYUbQm6ogbB3D3oGuqMmY0DxnXr1m3q8uXLgy5HRESC8O7D8MgU6HoMnHMfRJoEXVHSmVmeuw/e1boGPxivJtx9gbtfnJWVFXQpIiISkLxWo3m+x29gxX9i98YvLQ66pECFKuhFRCS15a1az8TZuUx591D+UDYJPnwS5k+DstKgSwuMgl5EREIjd2UBRSVllDncVTyG1zr/EN59CJ78CYToVHVNNPhJbURERBI1rEs2GZE0ikvKiEbSyBj1M+jQFF66EaLNYez1sfvlpxAFvYiIhEZOx9bcO2UYuSsLvpvV7uBfQdFmyL2VvC+2wejfktNp36BLrTcKehERCZWcjq13nLbWjLxDr2T5qx9z9uq7+Nud38JFN6XM1LahOkdvZuPM7I7CwsKgSxERkQYk99Nv+FXxJB4oGcUP0x6h+IU/Bl1SvQlV0OvyOhER2ZVhXbKJRiL8unQK88tGMCz/Vnjlz0GXVS/UdS8iIqFX+dx9h053Q95V8OxvWV1YzBNNT/3ufH4IKehFRCQl7HDu/uDbWb9xCx1e/z1fF69mYtpY7p0yLJRhr6AXEZHUkx7l/oP/l24rv+Z30bspLU4jd2X3UAZ9qM7Ri4iIJOqwbgdwBT/hP6UD+UP0Tk4q+lfQJSWFgl5ERFJSTsfW3D1lBB+PupUN7Y+h42u/giV3BV1WnVPXvYiIpKyK8/Yl98MD34/dKhfIa3vqjjfdacRCFfSVpqkNuhQREWlMIk3grHvggfPgyZ8wv+w97i0+moxIWsUgvbxV6xtl+Icq6N19AbBg8ODBU6uuKy4uZs2aNWzbti2AyqQhyMzMpH379kSj0aBLEZGGKNIEzvon+beO5/ff/J2StDIeLBlN7soCACbOzqWopGyH8G8MQhX01VmzZg0tW7akU6dOWIpNaCDg7hQUFLBmzRo6d+4cdDki0lBFmvDNiXPIn3sO10fn0KTMGdbliB1mxSsuKSN3ZUGjCfqUGYy3bds2srOzFfIpyszIzs5Wj46I7NGgrgfS6oL7+XTfEVyddic5/324Yla8dINoJI1hXbKDLjNhKdOiBxTyKU6/fxFJ1KAuB8APHoGHJsHTPyNnbCn3TjlL5+hFRERCI9IEzvgHPHwh/Ovn5BxXSs7RlwZdVY2lTNd9Q5Wfn0+fPn2CLmOvffHFF5x++umB1lD5vVy4cCEnnXRSoPWISAhEMuCMu6HnyfDML3eaCCdv1XpueeET8latD6a+BKhFL3XioIMO4uGHHw66DBGRupcehdPvhEenwrO/hdIiGHkleavWN4qR+GrRV6OuP6ndfPPN9OnThz59+vCnP/2pYnlJSQkTJ06kZ8+enH766WzZsgWA6dOn06tXL/r168fPfvazGj3XqFGj+PGPf8yAAQPo06cPr7/+OgBXX301M2bMqNiuT58+5Ofnk5+fz6GHHsqkSZPo0aMHEydO5LnnnmP48OF07959h/2///3vc/jhh9O9e3f+/ve/Azu2pu+++24mTJjA2LFj6d69O1dddVXF882ZM4cePXpw2GGHMXXqVH74wx/uVHvfvn3ZsGED7k52djZz584F4Pzzz+fZZ5+ltLSUK6+8kiFDhtCvXz9uv/32Gr03IiI1lh6FCbOh75nw/B/ghevJXbFup5H4DVGoWvR1ecOcuv6klpeXx1133cXixYtxd4YOHcpRRx1F69at+eijj5gzZw7Dhw9n8uTJ3HrrrVx44YU89thjfPjhh5gZGzZsqPFzbtmyhaVLl/LSSy8xefJkli1bVu32n3zyCQ899BB33nknQ4YMYd68ebz88ss88cQTXHfddcyfPx+Ad955h9zcXDZv3szAgQM58cQTdzrW0qVLeeutt2jSpAmHHHIIP/rRj0hPT+f3v/89b775Ji1btuSYY46hf//+O+07fPhwXnnlFTp27EiXLl1YtGgR559/Pq+99hq33XYbc+bMISsrizfeeIPt27czfPhwxowZo8F2IpJc6REYPysW+i/ewIR+G/lr5EiKS7xBj8QPVYve3Re4+8VZWVl7faxdXTO5N15++WXGjx9P8+bNadGiBRMmTGDRokUAdOjQgeHDhwNw3nnn8fLLL5OVlUVmZiYXXXQRjz76KM2aNavxc55zzjkAjBw5km+//XaPHxY6d+5M3759SUtLo3fv3owePRozo2/fvuTn51dsd8opp9C0aVPatGnD0UcfXdHar2z06NEVr6FXr16sWrWK119/naOOOop9992XaDTKGWecscs6RowYwUsvvcRLL73EtGnTePfdd/n8889p3bo1zZs359///jdz585lwIABDB06lIKCApYvX17j90dEpMbS0uHkv8GgCzjwnVtY2P8FrvhejwbbbQ8hC/q6VJ/XTFZtiZoZkUiE119/ndNPP50nn3ySsWPH7rTfcccdx4ABA5gyZUqNjltWVlaxrPJ15U2aNKn4Pi0treLntLQ0SkpKqj1uVZWPlZ6evsP+ezJy5EgWLVrEokWLGDVqFG3btuXhhx9mxIgRQOzmN3/9619ZunQpS5cu5dNPP2XMmDEJH19EZK+kpcFJf4IhUzlg2R1cun02OQfvAzTMwXkK+t3I6diae6cM44oxh9TJJ7URI0Ywf/58tmzZwubNm3nssccqguuzzz7jtddeA2DevHkceeSRbNq0icLCQk444QRmzpzJ22+/vdMxn3nmGZYuXcrs2bN3+ZwPPPAAQEUPQVZWFp06deLNN98E4M033+TTTz+t8Wt5/PHH2bZtGwUFBSxcuJAhQ4YktN+QIUN48cUXWb9+PSUlJTzyyCO73K5Dhw6sW7eO5cuX06VLF4488khmzJjByJEjgdgHnNtuu43i4mIAPv74YzZv3lzj1yEiUmtpaXDCjTDsUlg8C568nLz8AibOzuWmf3/ExNm5DSbsQ3WOvq5VzGpUBwYNGsSkSZM47LDDAJgyZQoDBw4kPz+fQw45hFtuuYXJkyfTq1cvpk2bRmFhIaeccgrbtm3D3bn55ptr/JyZmZkMHDiQ4uJi7rzzTgBOO+005s6dS+/evRk6dCg9evSo8XH79evH0Ucfzbp16/jNb37DQQcdtEPX/u60a9eOX/7ylxx22GHsu+++HHrooezuNMvQoUMpLS0FYh+SfvGLX3DkkUcCsfcuPz+fQYMG4e60bdu2YvyAiEi9MYPjro1db//yzTRbs5aSkrMp87QGdZtcc/ega6hzgwcP9iVLluyw7IMPPqBnz54BVVT/Ro0axYwZMxg8eHCdHvfqq6+mRYsWNb4KoNymTZto0aIFJSUljB8/nsmTJzN+/Pg6rbE6qfbvQETqgTu8+EdYeB1PlR3BFcWXYJGMej1vb2Z57r7L//DVopd6dfXVV/Pcc8+xbds2xowZw6mnnhp0SSIie8cMRv0cIhmc+NzVHNouk8ITZjGoAbTmQS16STH6dyAiSZV7G/xrOnQ/Ds6cC9HMenna6lr0GownIiJSV4ZNg5NmwvJn4L6zoGhz4CPx1XUvIiJSlwZPhkgmPH4pG+ecysVfTGN9SZPAbpMbqha9mY0zszsKCwuDLkVERFLZgHPhtDk0+zqP2XYtLXxTYLfJDVXQ1+Wd8URERPZKnwl8evRt9LZ85mVcR9vIpkBukxuqoG/INmzYwK233lrxc35+PvPmzav4ecmSJVx22WVBlLaTqhPf1HabutSpUyfWrVu30/soItKQdRt5FquOm8OhkS95IftGcvbdXu81KOjryZ6CfvDgwfzlL38JorSkqcltbxOloBeRxqb7EacS+f4jNN38Bdx1AhSuqdfnV9DXk+nTp7NixQoGDBjAlVdeyfTp01m0aBEDBgxg5syZLFy4kJNOOgmItZYvuOACRowYQceOHXn00Ue56qqr6Nu3L2PHjq249Wtlo0aN4vLLL2fw4MH07NmTN954gwkTJtC9e3d+/etfV2y3u6lyr732Wnr06MGRRx7JRx99VLF8xYoVjB07lpycHEaMGMGHH35Y7eucNGkSl1xyCUOHDuWqq67a7f4PPfQQffr0oX///hW3tr377rt3mLb2pJNOYuHChdW+j19++SUjR46smI63fKIgEZEGpfMIOH8+bF4Ldx4P39T89uO1lZqj7v/fdPjq3bo95gF94fgbdrv6hhtuYNmyZSxduhSAhQsXMmPGDJ588smKnytbsWIFL7zwAu+//z6HH344jzzyCH/84x8ZP348Tz311C5vNJORkcGSJUv485//zCmnnEJeXh777rsvXbt25fLLLyc/P3+XU+WWlZVx//33s3TpUkpKShg0aBA5OTkAXHzxxcyaNYvu3buzePFifvCDH/D8889X+1asWbOGV199lfT0dEaPHr3L/a+55hqeeeYZ2rVrV6MpeKu+jzfddBPHHXccv/rVrygtLWXLli0JH0tEpF51OAwueALuGQ+v/hVOqvmtzWsjNYO+ETj++OOJRqP07duX0tLSitnrqk4ZW9nJJ59csU3v3r058MADAejSpQurV6/eYapcoGKq3LKyMsaPH18xFW75cTZt2sSrr766w3Sy27fv+fzSGWecQXp6erX7Dx8+nEmTJnHmmWcyYcKEmrw1OxgyZAiTJ0+muLiYU089lQEDBtT6WCIiSXfQQJad8BiLvs7ksFXr6+VSu9QM+mpa3g1F5Slio9FoxVSwVaeM3d0+Vaecrc358rKyMvbZZ5+K1nOiyj9IVLf/rFmzWLx4MU899RQ5OTnk5eVVO4Xu7owcOZKXXnqJp556ikmTJnHFFVdw/vnn16heEZH6krdqPRMf/IqikjIyFubXy3X1OkdfT1q2bMnGjRt3+3N92N1UuSNHjmT+/Pls3bqVjRs3smDBAgBatWpF586deeihh4DYPPC7mi53d6rbf8WKFQwdOpRrrrmGtm3bsnr1ajp16sTSpUspKytj9erVvP766zsds+r7tmrVKvbff3+mTp3KlClTKqbgFRFpiHJXFlBUUkaZU2/X1admiz4A2dnZDB8+nD59+nD88cdz3XXXkZ6eTv/+/Zk0aRIDBw5Meg27myoX4KyzzqJ///7st99+O8wvf++99zJt2jT+8Ic/UFxczNlnn03//v0Tfs7d7X/llVeyfPly3J3Ro0dXHLNz58706tWLnj17MmjQoJ2OV/V97NOnDzfeeCPRaJQWLVowd+7cvXmLRESSaliXbDIisWlso5G0ermuXpPaSErRvwMRCVreqvXkrixgWJfsOuu21zS1IiIiDUROx9b1er97naMXEREJsVAF/Z4mtQnjaQpJnH7/IpKKQhX01U1qk5mZSUFBgf6zT1HuTkFBAZmZmUGXIiJSr1LmHH379u1Zs2YNa9euDboUCUhmZibt27cPugwRkXqVMkEfjUbp3Llz0GWIiIjUq1B13YuIiMiOFPQiIiIhpqAXEREJsVDeGc/M1gKrqizOAnZ93V1iart/TferyfZtgHU1rih17O3vvL4EVWcyn7cuj62/3dSjv92aP2dHd2+7yz3cPSUewB1B7F/T/WqyPbAk6Pe1IT/29nce9jqT+bx1eWz97abeQ3+7dfucqdR1vyCg/Wu6397WKd9pLO9lUHUm83nr8tj62009jeW9DKLOGj9nKLvuU4WZLfHdTGIgIg2X/nalPqVSiz6M7gi6ABGpFf3tSr1Ri15ERCTE1KIXEREJMQW9iIhIiCnoRUREQkxBLyIiEmIpM3tdqjGznsCPid2B6z/uflvAJYlIAszsVOBEoBUwx93/HWxF0tipRd8AmdmdZva1mS2rsnysmX1kZp+Y2fTqjuHuH7j7JcCZwPBk1isiMXX0tzvf3acClwBnJbNeSQ26vK4BMrORwCZgrrv3iS9LBz4GvgesAd4AzgHSgeurHGKyu39tZicD04B73H1efdUvkqrq6m83vt9NwL3u/mY9lS8hpaBvoMysE/Bkpf8sDgeudvfj4j//AsDdq/5HsatjPeXuJyaxXBGJ29u/XTMz4AbgWXd/rl6KllDTOfrGox2wutLPa4Chu9vYzEYBE4AmwNPJLExEqlWjv13gR8CxQJaZdXP3WcksTsJPQR9S7r4QWBhwGSJSQ+7+F+AvQdch4aHBeI3H50CHSj+3jy8TkYZNf7sSKAV94/EG0N3MOptZBnA28ETANYnInulvVwKloG+AzOw+4DXgEDNbY2YXuXsJ8EPgGeAD4EF3fy/IOkVkR/rblYZIo+5FRERCTC16ERGREFPQi4iIhJiCXkREJMQU9CIiIiGmoBcREQkxBb2IiEiIKehFRERCTEEvksLMbB8z+0Glnw8ys4eT8DxXm9nnZnbNbtbnm1kbM2tqZkvNrMjM2tR1HSKpSEEvktr2ASqC3t2/cPfTk/RcM939t9Vt4O5b3X0A8EWSahBJOZq9TiS13QB0NbOlwLPALcTnUjezScCpQHOgOzADyAC+D2wHTnD3b8ysa3y/tsAWYKq7f1jdk5pZNnAfsSlcXwOszl+ZiABq0YukuunACncf4O5X7mJ9H2ACMAS4Ftji7gOJhfP58W3uAH7k7jnAz4BbE3je/wVedvfewGPAwXv3MkRkd9SiF5HqvODuG4GNZlYILIgvfxfoZ2YtgCOAh8wqGuVNEjjuSGIfIHD3p8xsfd2WLSLlFPQiUp3tlb4vq/RzGbH/P9KADfHz6iLSAKnrXiS1bQRa1nZnd/8W+NTMzgCwmP4J7PoScG58n+OB1rWtQUSqp6AXSWHuXgC8YmbLzOzGWh5mInCRmb0NvAecksA+vwNGmtl7xLrwP6vlc4vIHmg+ehFJOjO7Gtjk7jMS3D4fGOzu65JZl0gqUIteROrDJuDi3d0wp1z5DXOAKLFxACKyl9SiFxERCTG16EVEREJMQS8iIhJiCnoREZEQU9CLiIiE2P8HuUQpb0iGtzkAAAAASUVORK5CYII=\n", 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", 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" ] @@ -921,7 +923,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", "plt.legend()\n", - "plt.title(\"Model Results - Model 3\")" + "plt.title(\"Model Results - Model 3\");" ] }, { @@ -1122,7 +1124,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -1140,7 +1142,7 @@ "plt.loglog(t, -hm3[0], label=\"ttim\")\n", "plt.xlabel(\"time(d)\")\n", "plt.ylabel(\"head(m)\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -1253,7 +1255,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -1294,10 +1296,10 @@ " markersize=12,\n", ")\n", "# plt.legend()\n", - "plt.suptitle(\"Error bar plot of calibrated hydraulic conductivities\")\n", + "plt.title(\"Error bar plot of calibrated hydraulic conductivities\")\n", "plt.ylabel(\"K [m/d]\")\n", "# plt.ylim([36,40])\n", - "plt.xlabel(\"Model\")" + "plt.xlabel(\"Model\");" ] }, { @@ -1318,13 +1320,6 @@ "* Newville, M.,Stensitzki, T., Allen, D.B., Ingargiola, A. (2014) LMFIT: Non Linear Least-Squares Minimization and Curve Fitting for Python.https://dx.doi.org/10.5281/zenodo.11813. https://lmfit.github.io/lmfit-py/intro.html (last access: August,2021).\n", "* Yang, Xinzhu (2020) Application and comparison of different methodsfor aquifer test analysis using TTim. Master Thesis, Delft University of Technology (TUDelft), Delft, The Netherlands." ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Next Notebook: [Leaky 3 - Texas Hill](leaky3_texashill.ipynb)" - ] } ], "metadata": { diff --git a/docs/04pumpingtests/leaky3_texashill.ipynb b/docs/04pumpingtests/leaky3_texashill.ipynb index 3666c7c..8a20b07 100644 --- a/docs/04pumpingtests/leaky3_texashill.ipynb +++ b/docs/04pumpingtests/leaky3_texashill.ipynb @@ -28,12 +28,14 @@ "jupyter": { "source_hidden": true }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -173,7 +175,7 @@ "ax.set_ylim([-70, 8])\n", "ax.set_xlabel(\"Distance [ft]\")\n", "ax.set_ylabel(\"Relative height [ft]\")\n", - "ax.set_title(\"Conceptual Model - Texas Hill Example\")" + "ax.set_title(\"Conceptual Model - Texas Hill Example\");" ] }, { @@ -469,7 +471,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -493,7 +495,7 @@ "plt.semilogx(t3, hm3_0[0], label=\"ttim OW3\")\n", "plt.xlabel(\"time(d)\")\n", "plt.ylabel(\"head(m)\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -687,7 +689,7 @@ "outputs": [ { "data": { - "image/png": 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QFr2oM6PJhc5J/emc1J+cE8fZtWIJe1av4MDGdQS2aUvsiDFEDxqGu5dsrCOEqJ+0s2k8/tPjVFoqcTW68tHIj4gLiWuQ1woICKCyspLTp0+zf/9+OnfuTK9evdi8eTMpKSk899xzl5y/atUqPv74Y9avX98g8dibtOjFTQkKbcfgRx7nif9+wuinX8DN04tVn3zEB09NYsl/3uL04YPSyhdC3LRtZ7ZRaanEipUqaxXbztRv/5Lo6GhSU1MveaywsJBjx47RqVMnkpOTmT9/Pq1bt0YpRd++fdmwYQNbtmwhKSmp5jk7d+5k6tSpLFy4kKCgoHrF1Fgk0Yt6cXF1o9ugYTz4tzd46NW3iR4whIMb1zP3j79mzh+eZ+eKJVSVlzs6TCFEE5PYMhFXoytGZcTF4EJiy1r3a6mzYcOGUVpayuzZswGwWCz85je/YfLkyXh6epKcnMxbb71Vk9STkpKYPXs2rVq1ws/PVj302LFj3HXXXXz66adERUXV7w02Itm9TthdRWkp+9atIn3ZIs4fz8LVw5PogUMI7TKAkkJv2R5XiFvQzexel3Y2jW1ntpHYMtEu3fbHjx/n6aefZv/+/VitVsaOHcvrr7+Om5sbW7dupXfv3ixbtozhw4cDEB4ezqhRo2r2lJ86dSoLFiygffv2AJhMJhyRa2509zpJ9KLBaK05eXA/6csWcWDjeqzmKgymUFw847nrd/fSJrJpdHsJIepPtqm1H9mmVjgNpRShnbsS2rkrAW1HseXbRVgq0qko/IEFf1tL4u130GP4aFmiJ4QQDUgSvWgUHXq0Y+eK3pg9EsCSRUDLw6TMn8umr78gqm8/4kffQevIziilHB2qEEI0K5LoRaNoFeHHuBfiOXEwj9CoRFpF+JF36gRpS39k9+rl7N+whpYRnYgffQedkwZgcnV1dMhCCNEsyBj9ddh7Moi4UmV5GXvXriJt6Q/kZB/Dw8eXmGGjiB0xFt8WwY4OTwhhBzJGbz9NYoxeKXUv8DLQFeitta41KyulRgNvA0Zgutb61UYLksYt2HArc3X3IG7kWGJHjOH4np3sWPI9WxcuYOvCBXTq1Zf40bfTNjpGuvWFEOImOKrrfjdwF/DB1U5QShmB94ARQDawVSn1ndZ6b+OEWHvBBkn0Dce2i14sYd1jKTx3lrRli9i1YimHtqTQol174kbdTvSAIbi4uzs6VCGEaDIcUjBHa71Pa33gOqf1Bg5rrTO11pXA58C4ho/uZ/Yu2CDqzjc4hIEPTuaJ/8xi1FO/wmA0sXz6e3zwy0msnv0ReadPOjpEIUQTkp+fz/vvv19zfPToUebNm1dzvG3bNqZNm3bT19da89e//pXIyEiioqIYMmQIe/bsAeDtt9/m+eefrzn3ySefrFmrD/Duu+8ybdo0jh8/zpAhQ4iOjqZbt268/fbbNx3PxZx5Ml4ocPyi42ygT2MGEBcSx0cjP5IxegdycXWj+5ARdBs8nJMH97NjyffsWPIDqYu+o0NcAvGjbic8tifKIEUehRBXdyHRP/3008DPif7BBx8EIDExkcTEm2/Mvffee6SkpJCeno6npyc//fQTd955J3v27KFfv37MnTu35tz09HQsFgsWiwWj0UhKSgrjxo3DZDLxxhtv0LNnT4qKikhISGDEiBFER0fX6703WKJXSi0HWtXyqz9qrRc2wOs9ATwBEBYWZrfrxoXESYJ3AhevyS/Oy2Xn8sXsXL6Er199Gf9WrYkbeTvdhwzHzdPL0aEKIZzQSy+9REZGBnFxcYwYMYJ169axb98+4uLimDRpEvHx8bz++uv88MMPvPzyyxw5coTMzEyOHTvGm2++yaZNm1i8eDGhoaF8//33uLi4XHL91157jTVr1uDp6QnAyJEjSU5OZu7cuUyaNImDBw9SVlZGZWUlHh4edOrUiV27dhEXF0dKSgr/+Mc/aN26Na1btwbAx8eHrl27cuLECedN9Frr4dc/65pOAO0uOm5b/djVXu9D4EOwzbqv52vXOPmH/8E1rB3+99+PKUAKuzgD74BAku+dSJ8J93Fwcwo7lnzP6tkfseHLOXQbNIz40XcQ2CbU0WEKIZzIq6++yu7du0lLSwNg9erVNYn9wvHFMjIyWLVqFXv37iUpKYkFCxbwj3/8gwkTJvDjjz8yfvz4mnMLCwspKSkhIiLikmskJiayZ88eTCYT8fHxbN26lbKyMvr06UNkZCQpKSkEBwejtaZdu3aXPPfo0aPs2LGDPn3q35HtzF33W4FIpVQHbAn+fuDBxgxAV1Zizs2h4JtvOP/Bh/jfdReBkyfhasceA3HzjCYXuvYbREDrOPalpJGXvYldK5aQtvQHW7f+mDsJ7xEv3fpCOJnTr7xCxb79dr2mW9cutPqf/7Hb9caMGYOLiwsxMTFYLBZGjx4NQExMDEePHr3h6yUnJ5OSkkJZWRlJSUlERkbyyiuvEBwcfMV+98XFxdx999289dZb+Pr61vu9OOR/QKXUBKVUNpAE/KiUWlr9eBul1CIArbUZeBZYCuwDvtRa72nUOF1dCfvgAzp8txDfsWPJnz+fjFGjyX5uGqU7djRmKOIqTmcWsPDNHezbYOHciT6M+907JN87kbNHM/n6739i5m+eZsfSH6gsK3V0qEKIJsTNzQ0Ag8GAi4tLzfJeg8GA2Wy+5FxfX1+8vLzIzMy85PHU1FS6desGQL9+/UhJSWHjxo0kJSXRtWtX9u7dS0pKyiWJvqqqirvvvpuJEydy11132eW9OKRFr7X+BvimlsdPAmMvOl4ELGrE0GrlHhVFm1f+RvDzvyJv7jzyPv+comXL8IiPJ3DKZHyGDUMZjY4O85Z04mAeFrMVrcFisZJ7ykrSPQ/Qe/w9HNy4nu2Lv2PljP+y/rPZxAwdQdzI2/Fv1drRYQtxS7Nny7uufHx8KCoquupxfb344otMmzaN+fPn4+HhwfLly1m/fn3NzndJSUlMnjyZ0NBQQkJCAAgODmbhwoXMnz8fsM3cf+yxx+jatSu//vWv7RabM3fdOx2XkBBCXnieFk88Tv7X35D7ySecmPYrXMLCCJw8Cf8JEzB4eDg6zFtKaFQARpMBi8WK0WggNMo2j8JocqHrgCF0HTDkitn6ET170XPMnYR1j5UiPELcIoKCgujXrx/du3dnzJgxvPLKKxiNRmJjY5k8eTLx8fH1uv5zzz1HXl4eMTExGI1GWrVqxcKFC/GozgkBAQEEBwfXtPDBlvw3bNhAbGwsABs2bODTTz8lJiaGuLg4AF555RXGjh17xevdCCmBWw/aYqFo2XJyZsygfOdOjP7++D9wP4ETJ2Jq0aLBX1/YnM4sqK6hf+197otzc0hftoj05UsoKywgqG0Y8aPvkCI8QjQCKYFrP7IfPY2/H73WmrLt28mZOZPiFStRLi74jbuTwMmTcevYsdHiEHVjrqxkf8pati/+jnNHM3H38qb70JHEj7od3+AQR4cnRLMkid5+JNHT+In+YhVHjpD7yScUfPMtuqIC70GDCHz0UTx795JuYiejtebEgb1snL+AY3u2ooBOvZPoOeZOQrt0k78vIexIEr39NIlNbZoztw4daP3yywRPm0beZ5+RN3cexyZNwr1bNwIfnYLvqFEok/yxOwOlFCbXtuSeHYibbw+sVelk7Uzn0OYUQsI70nPsnXROHojpssIYQgjRlMgC4wZiCgwk+Jln6LRyBa3+7/+wlpZy8je/5fDIkeTMmoWluMTRIQp+nrWvDL6YPAbQ5+4/M3zqM5irKlny/pt89MwUUubPpSQ/z9GhCiHETZGmZQMzuLsT8Iv78L/3HopXryF3xgzOvvoa5997H//77iXw4YdxaVVbpWDRGC6ftR/WrRWtIjrTY/hosnbuYPvi79j41Wds+XY+nZMG0HPsOFpGdHJ02EIIUWcyRu8AZbt2kTtzJoVLloLBgN9tYwmcMgX3Ll0cHdot6Xqz9nNPnmDHku/Zs3o5VRXlhHaJpueYO+nUKwmD1E8Qok5kjN5+bnSMXrruHcAjJobQf/2Ljj8tJeDBByhctpwj4ydw7NHHKF63noa++Uo7m8b0XdNJO5vWoK/TVLSK8CNhdPhVl+YFtgll2KNP8cR/ZjHo4ccoysnh+zdfZfq0qWz9bgHlxcWNHLEQ4mZkZ2czbtw4IiMj6dixI7/61a+orKwkPj6+pga+2WzG29ubOXPm1DwvISGB7du3s3DhQnr06EFcXByJiYmsX7/eQe/kxkiL3glYCgrI+/JL8mZ/ivncOdyiogicPBnf22/D4Opq19dKO5vG4z89TqWlElejKx+N/Eh257tBVquFjNQt7Fj0Hcf37sLk5ka3gUOJH30nQW3bXf8CQtyCHN2i11rTp08ffvnLXzJlyhQsFgtPPPEEgYGBlJWVER0dzdNPP01qaiqPP/44ffv25f3336ekpITQ0FBycnIoKyvDy8sLpRQ7d+7kvvvuY/9++9bsrwtp0TdBRj8/Wjz+OJ1WLKf13/8OwKn/+R8yhg3n/IcfYSkosNtrbTuzjUpLJVasVFmr2Ham6dwQOQuDwUhkryTu+9Pfefi1d+icNIDdq5cz6ze/ZMEr/x9HdmxDW62ODlMIcZGVK1fi7u7OlClTADAajbz55pvMmDGjZsMZgJSUFJ566qmaFv6WLVtISEjAaDTi7e1ds+y2pKSkySzBlUTvRJSrK/4TxtNh4be0mz4dt8hIzv3rXxwaMpTTr7xCZfZVd+mts8SWibgaXTEqIy4GFxJb1noDKOooJDyC0b98nifen0W/+x7i3LGjfP3qy8z89S9tm+mUlzk6RCGarNOZBaQuOcrpzPo3dvbs2UNCQsIlj/n6+hIWFkZoaOgliX7gwIG4ublRVFR0xaYz33zzDV26dOG2225jxowZ9Y6rMciseyeklMK7fz+8+/ejfP9+cmfOJG/eZ+TNmYvPqJEEPfooHjExN3XtuJA4Phr5EdvObCOxZaJ029uJp68ffe++n17j7ubgpg1sX7SQlTP+y4bPP62puucX0tLRYQrRZFzYmdJitmI0GRj3Qvw1S1zXR0BAAJWVlZw+fZr9+/fTuXNnevXqxebNm0lJSeG5556rOXfChAlMmDCBtWvX8r//+78sX768QWKyJ0n0Ts69SxfavPYawS+8QN6cOeR98SVFi5fgmZhI4KNT8B48+Ib3W48LiZME30CMJhe69h9Ml36DOHVoP9sXfcf2RQvZ/uNCOib2oefYO2nbtXuT6fITwlEu35nyxMG8eiX66Ohovvrqq0seKyws5NixY3Tq1Ink5GTmz59P69atUUrRt29fNmzYwJYtW0hKSrriegMHDiQzM5Pz58/Twsn3NpGu+ybCpVUrQn77WzqtWkXLP7xE5ckTZD/9DJljbyPviy+xlpc7OkRxEaUUbaK6cvvzv+fxf8+g17i7yd63my//7w98+vtp7F69HHNlpaPDFMJpXahxoQxcsjPlzRo2bBilpaXMnj0bAIvFwm9+8xsmT56Mp6cnycnJvPXWWzVJPSkpidmzZ9OqVSv8/Gw3GIcPH65ZFbV9+3YqKioICgqqV1yNQWbdN1HabKZw6VJyZ8ykfM8ejIGBBDz4IAEPPoApMNDR4YlaVFWUs2/9arYv+o6c7GN4+PoRO2IMsSPG4h0gf2eiebuZWfd13Zmyro4fP87TTz/N/v37sVqtjB07ltdffx03Nze2bt1K7969WbZsGcOHDwcgPDycUaNG1ewp/9prrzF79mxcXFzw8PDgn//8J/379693XDdKNrXh1kj0F2itKd26ldwZMylevRrl5obfhPEETpqEW4cOjg5P1EJrzbHd6Wxf/B2Z27diMBjpnNSfnmPupFWnKEeHJ0SDcPTyuuZENrW5xSil8OrdG6/evanIyCB31iwKvv6G/C++xHvoUIIenYJHz54yJuxElFK0j4mjfUwceadPkrbkB3avXsa+9atpHdmZnmPuJLJPP4yy+ZEQwg6kRd8Mmc+fJ2/ePPLmzsNSUIB7jx4EPToFn+HDZec8J1VRWsqeNSvYseQ78k+fwjsgkNiRt9Fj+Gg8fRtmprEQjUla9PYjXfdIor/AWlZGwbffkjNrFlVZx3Bp25bASZPwv2sCBi8vR4cnuHIMUlutHElLZfvi78jauQOjiwtd+g2i55g7CQmPcHS4Qtw0SfT2I4keSfSX0xYLRStXkjtjJmU7dmDw8yPggfsJfOghTE6+LKQ5u9464ZzsY7bNdNauxFxRQdvo7vQcfScde/XBYJDNdETTIonefiTRI4n+Wkp37CB3xkyKli9HubjgN2ECQY9OwbV9e0eHdstJXXKUzQsz0RqUAfrcGUHC6PArzisvLmbXqp9IW/oDhefO4hscQtyo24kZMhJ3b+/GD1yImyCJ3n5kMp64Js/4eDzfjafiyBFyZ86i4JtvyP/yS3xGjiRo6mM3XXFP3LgL64QtFus11wm7e3vT6467SLhtHBnbNrN98XesnTODlPlzqzfTuYOgtmGNHL0QoqmQgjm3KLcOHWj95/+j04rlBD3+OCUpKRy99z6yHplE8bp1Db5VrrBtjzvuhXj63BlRp/KeBoORyN7J/OJPr/Lwa+/QJXlg9WY6T/PV3/6XzO1bZTMdIa4iPz+f999/v+b46NGjzJs3r+Z427ZtTJs27aavr7Xmr3/9K5GRkURFRTFkyBD27NkDwNtvv83zzz9fc+6TTz5Zs1Yf4N1332XatGmUl5fTu3dvYmNj6datG3/6059uOp4rgmvsL+BeYA9gBRKvcd5RYBeQBmyr6/UTEhK0uDHmomJ9fsZMfXDgIL23cxedccedOn/hQm2trHR0aOIaSgry9cYFn+v/Pvmwfv2+2/T0aVN16qKFurykxNGhCXGJvXv3OvT1jxw5ort161ZzvGrVKn3bbbfZ7frvvvuuHjNmjC6p/re3dOlSHRERocvKyvTWrVt1r169as7t06ePTkxM1GazWWut9f33368/++wzbbVadVFRkdZa68rKSt27d2+9cePGK16rtj/La+VIR7XodwN3AWvrcO4QrXWcvsrYg7APo7cXQVMm02nZT7atcrWVk7/7PYdHjiL3k0+wlpQ4OkRRC09fP/re9Qum/nsGt017EQ9fP1bN+pAPn57EylkfkHeq/jseCtEcvPTSS2RkZBAXF8eLL77ISy+9xLp164iLi+PNN99k9erV3H777QC8/PLLTJo0iQEDBtC+fXu+/vprfve73xETE8Po0aOpqqq64vqvvfYa//73v/H09ARg5MiRJCcnM3fuXOLi4jh48CBlZWUUFBTg4eFBXFwcu3btAmw75vXr18+2oVn1vJuqqiqqqqrsUgPFIWP0Wut9gBRxcUIXtsr1G3cnxWvXkjv9Y878/VXOvf8fAh58wDZTvwnUdr7VGE0muvQbRJd+gzh9+CDbF39H+k+L2bH4ezrEJRA/+g7CY3ve8AZIQjQXr776Krt3767ZZ3716tW8/vrr/PDDDzXHF8vIyGDVqlXs3buXpKQkFixYwD/+8Q8mTJjAjz/+yPjx42vOLSwspKSkhIiIS5fAJiYmsmfPHkwmE/Hx8WzdupWysjL69OlDZGQkKSkpBAcHo7WmXbt2gK0Gf0JCAocPH+aZZ56hT58+9X7vzj4ZTwM/KaU08IHW+kNHB3SrUAYDPoMH4zN4MGVpaeR8PIOc/35A7oyZ+N01gaDJk2WmvpNq1SmKsc/9lkEPP0b6ssXsXL6Yr199mYDWbYgbeRvdBg/HzVPqKAjHWTXrQ85mZdr1miHtIxgy+Qm7XW/MmDG4uLgQExODxWJh9OjRAMTExHD06NEbvl5ycjIpKSmUlZWRlJREZGQkr7zyCsHBwZfsd280GklLSyM/P58JEyawe/duunfvXq/30mC390qp5Uqp3bV8jbuBy/TXWvcExgDPKKUGXuP1nlBKbVNKbTt37ly94xc/84iLo+277xDx44/43XknBV8tIGPMWLKff4GyXbsdHZ64Ci//AJLvfZDH35vB2Gkv4u7jy6pPPuKDX05m+cf/ISf7uKNDFMJpubm5AWAwGHBxcanpgTYYDJjN5kvO9fX1xcvLi8zMS29eUlNT6datGwD9+vUjJSWFjRs3kpSURNeuXdm7dy8pKSmXJPoL/P39GTJkCEuWLKn3e2mwFr3Wevj1z7ruNU5Ufz+rlPoG6M1VxvWrW/sfgm0dfX1fW1zJLaIDrf/yZ1o89yx5n84h7/PPKVqyBM8+fQiaOhWv/v2uORyTdjaNbWe2kdgykbiQuMYL/BZnNLnQtd8guvYbxOmMQ+xY8j27Vy4l/acfad8jnvjRt9MhPlGK8IhGY8+Wd135+PhQVFR01eP6evHFF5k2bRrz58/Hw8OD5cuXs379+pqd75KSkpg8eTKhoaGEhIQAEBwczMKFC5k/fz4A586dw8XFBX9/f8rKyli2bBm///3v6x2b03bdK6W8AIPWuqj655HAnx0clgBcQkII+c2vCXryCfK/nE/uJ59w/PHHcevcmaCpj+E7ejTKxeWS56SdTePxnx6n0lKJq9GVj0Z+JMm+AV1te89WHSMZ88yvGfTQo+xcsZT0ZYv49h9/wS+kJXEjb6O7FOERzVRQUBD9+vWje/fujBkzhldeeQWj0UhsbCyTJ08mPj6+Xtd/7rnnyMvLIyYmBqPRSKtWrVi4cCEeHh4ABAQEEBwcXNPCB1vy37BhA7GxsQCcOnWKSZMmYbFYsFqt3HfffTUTBOvDIZXxlFITgHeBYCAfSNNaj1JKtQGma63HKqUigG+qn2IC5mmt/1aX60tlvMalKysp+HEROR9Pp/JwBqY2rQmaPBn/e+7BUD0Ddfqu6by7/V2sWDEqI8/GP8vUmKkOjrx5ul5p3YtZzGYOb93EjiXfc2L/HkxubkT3H0L86NtpERbeuIGLZk0q49lPk6iMp7X+hp+T+MWPnwTGVv+cCcQ2cmjiJlwyU3/NGnI+/pgzr/yd8++9T8DEBwmYOJHElom4Gl2pslbhYnAhsaWslmwoJw7mYTFb0RosFisnDuZdNdEbTSY6J/Wnc1J/zh7NZMeSH9i7diU7VyyhXbcexI++nY4JfTAYpVtfiKZKat2LBmGrqT+DouUrbDcCd9/F6Tv6sM10XMboG1hNi766tG5dqu5drKyokF0rfyLtpx8pOn8On6BgYkeMIWboSDz9/BsucNGsSYvefmRTGyTRO5OKzCPkzpxBwbcL0RYLPqNGEvTYVDy6d7v+k+tIJvld6Wpj9DfCarGQsX0LaUt/5NiuNIwmE1F9+xM36jZaR3aROhjihkiitx9J9Eiid0ZVZ8/aZup/9hnW4mI8k/oS9NhUvPol1ythyCS/xpFz4jjpPy1iz5oVVJaVEtKhI3GjbqNLv0G4uLo5OjzRBOzbt48uXeQGsb601uzfv/+GEr2UyRKN4sJM/U6rVxHy4otUZmRyfOpUjtx1NwU//Ii+bF1qXW07s41KSyVWrFRZq9h2Rm7wGkJQaDuGTnmSJ//7CcOnPo3VbOan/77Dh09NYvWnH5N/+pSjQxROzt3dnZycHNkwqx601uTk5ODu7n5Dz5MWvXAIa2Ulhd//QM7HH1OZmYlLaCiBU6bgf/ddGKqXo9TFhRb9hUl+0qJvHFprsvftJm3pjxzakoLWmg5xCcSNuo0OsQlSaldcoaqqiuzsbMrLyx0dSpPm7u5O27ZtcblsCbN03Qunpa1WilevJuej6ZTt2IHR35+Ahx4iYOKDmAJq35/9cjJG3zDqOs5fnJvDzhVL2Ll8CSX5efi1bEXsiLF0GzQMT9+bmx8ghLgxkuhFk1C6fTs5H02neNUqlIcH/nffTeDkybi2DXV0aLecG1mLf4HFXMWhLRtJW/ojJ/bvwejiQlTf/sQOH0Obzl1lbFaIBiSJXjQpFYcPk/PxDAp++AGsVnzHjCFo6mO4d+ni6NBuGalLjrJ5YSZagzJAnzsjSBgdXufnnz92lPTlS9i7diWVZaW0aNeeHiPGED1giGyoI0QDkERfD6lZeWzKzKFvRBAJ7evWlSzso+r0aXI/mU3+F19gLS3Fq39/gqY+hmefPtI6bGD1XYt/QVV5OftT1pK+bDFnMg9hcnOja79BxI4YS8uITg0QuRC3Jkn0Nyk1K4+J0zdRabbiajIwd2pfSfYOYCkoIO/zL8j99FMs58/j3r07QVMfw2fECJRUbGsw9liLf8n1Mg6xc/li9m1Yg7migpYRkcSOGEOX5IG43OAsYiHEpSTR36T3Vh3mjZ8OYNVgVPDrkZ15Zoi0QhzFWlFBwbcLyZnxMVVZx3AJCyPo0Sn4jR+PQRJFk1FeUsy+datIX7aYnOxjuHp4Ej1wKLEjxtCiXXtHhydEkySJ/iZdaNFXma24SIveaWiLhaLlK8iZPp3yXbswBgUR+PBDBNx/P0Z/f0eHJ+pIa82JA3vZuWwxBzetx2I2E9qlG7EjxhDZpx+my5YPCSGuThJ9PZxY+Gd2VrQkpPc9JIQH2eWawj601pRu2UrO9OmUrFuH8vQk4N57CJw0CZc2bRwd3i3rZrr8SwsL2LNmBTuXLSb/zCk8fHzpNng4PYaPJqCV/F0KcT2S6G+WuRL+2x/OH4AWUdD/1xBzDxilpeFsyg8cIOfjjyn8cREohd9tYwl89DHcO0c5OrRbys0sy7uYtlo5tnsn6csWcXjbJrTVSvse8cQOH0NEQm+MJodsuCmE05NEXx9WC+z9Ftb9C87sBr8w6DcN4h8GFxkXdjZVJ06QO3s2efO/QpeW4jVwAEGPTcWzd6+rztSXgjv2U99leRcrzs1h16qf2LliKcU55/EKCCRmyAi6DxmBX0gr+wYuRBMnid4etIZDP8Ha1yF7C3iFQPKzkPgouPnY97VEvVny88n7/HNyZ3+KJTcX95gYgqZOxWf4sEtm6sumOPZlr2V5F7NaLBxJ20b6ssUcSUsFrQmLiSNmyAg69UrC5Opqp+iFaLok0duT1pC1Ada9ARkrwd0f+jwJfZ4Cz8CGeU1x06zl5RR8+y05M2ZSdewYLu3DCJryKH7jx2Fwd2f6rum8u/1drFgxKiPPxj/L1Jipjg67SbP3sryLFZ4/x541y9m9ahmF587i7u1D9IAhdB86kuCwcLu+lhBNiST6hnIi1dalv/8HcPGCxCmQ9Cz4tm741xY3RFssFC1bbpupv3t3zUz97OHdeXzTC7IpThOjrVaydqeza+VPZGzdiMVsplWnKGKGjqRL8kBcPTwdHaIQjUoSfUM7uw/Wvwm7vgKDEeImQr9fQWCHxotB1EnNTP2Pp1Oy1jZTv+q2QewY0pYe3YdKkm+CSgsL2LduNbtWLiUn+xgubu5EJfUnZugo2kTJ/ufi1iCJvrHkHoGUd2DHHNskvph7oP8LENK18WMR11V+4AC5M2ZQ8OMiAFtN/ccelZr6TZTWmtOHD7Jr5VL2p6yjqryMwNB2xAwZQbTspCeaOUn0ja3wFGz8N2ybCVUl0OV2GPBrCE1wXEziqqpOnrTV1J8/31ZTPzmZwMcexSs5WVqDTVRleRkHNq5j18qfOHVwPwajiU6Jfeg+dCTte8RhMEjpZNG8SKJ3lNJc2PwBbP4vlOdDxBAY8BsI7w+SQJyOpaCAvC++JPfT2VjOnceta1eCHp2C7+jRKKnS1mTlZB9j18qf2Lt2JWVFhXgHtSB6wBC6DRpGYJu2jg5PCLuQRO9oFUW21v3Gf0PxGWjb25bwo0ZJwndC1spKCr//npwZM6nMyMDUpjWBjzyC/z33YvSWLVYdpb6z+c1VVWRs28yeNcs5mr4dbbXSulNnogcNo0vyQNy9vRsgaiEah10SvVIqERgAtAHKgN3AMq11nr0CtRenS/QXVJVD2hzY8DbkH4OW3W1d+tHjbZP4hFPRVivFa9aQO2MmpVu3YvDxIeD++wl4+CFcQkIcHd4tpb4V9y5Xkp/HvnWr2LNmBeePZ2E0meiY0Idug4cTHtsTg+yKKJqYeiV6pdQU4DngCJAKnAXcgSigH7aE/79a62M3ENA/gTuASiADmKK1zq/lvNHA24ARmK61frUu13faRH+BpQp2L7AtzTt/AAIjbJP2etwPJin+4YzKdu4k5+MZFC1bhjIa8b3zDoKmTMGtk+xm2BjsWXHvYlprzh7JYM/aFexfv4ayokI8/fzp2n8w3QYNI7i9rJwRTUN9E/0zwAytddlVfh8HBGmtV9xAQCOBlVprs1LqNQCt9e8vO8cIHARGANnAVuABrfXe613f6RP9BVarbQ3+ujfgVBr4hkLyNOj5CLjKOmBnVHnsGLmzPiH/66/R5eV4DxpE4GOP4tnr6iV2Rf01RMW9y1nMVRzZkcqeNSvI3L4Vq8VMSHhHug0aSpf+g2XWvnBqTj1Gr5SaANyjtZ542eNJwMta61HVx38A0Fr//XrXbDKJ/gKtbVX21v0LstaDZxD0fRp6TQUPf0dHJ2phzssjb9488ubMxZKXZyux+9ij+IwYcUmJXWE/DVlx73KlhQXs37CWvWtXcCbzMAajkfDYnnTtP5iOiX1wcZN9LoRzsdcYfQdsXfjhQM0WUlrrO+sZ3PfAF1rrOZc9fg8wWms9tfr4YaCP1vrZ612zySX6ix3bZGvhH/oJ3Hyh9+PQ55fgHezoyEQtakrszpxJVdYxXNq1I3DyJPzvuguDh4ejwxN2cP7YUfasXcn+DWsozs3Bxd2DyF596dp/MGExcTKeL5yCvRJ9OvAxsAuwXnhca73mKucvB2rbYuqPWuuF1ef8EUgE7tKXBXKjiV4p9QTwBEBYWFhCVlZWnd6X0zq1E9b/C/Z8CyZ3SJgEyc+BnywHckbaYqFoxQpyP55BWXo6Rn9/Ah58kICHJmIKlD0QnEV9egWsVgvZe/ewb/1qDm3eQEVpCZ5+/nROHkDX/oNp1TFKhm+Ew9gr0W/WWvexY1CTgSeBYVrr0lp+f+t03V/L+UOw/i3Y+TmgIPYX0O8FaCGTwJxV6fbt5Hw8g+IVK1BubvhNGE/Q5Mm4hodfca5skdt47Dlz31xZyZEd29i3fjWZ27dgMZvxb9Warv0H06XfYALbhNo5eiGuzV6J/kEgEvgJqLjwuNZ6+00ENBr4FzBIa33uKueYsE3GGwacwDYZ70Gt9Z7rXb9ZJfoL8o9Dyruw/ROwVNqW5A34NbSKcXRk4ioqMo+QO3MmBQsXoquq8Bk+nKDHHsUjLg6QLXIbW0PN3C8vKebQlhT2r1/NsT27QGtaRkTSJXkAUUkD8G0hw26i4dkr0f8deBjbcrgLXfdaaz30JgI6DLgBOdUPbdJaP6WUaoNtGd3Y6vPGAm9hW143Q2v9t7pcv1km+guKz8Km92HLdKgsgshRMPC30K63oyMTV2E+f57cOXPI++xzrAUFeCQkEPTYo3wRlMG7af+WLXIbSX1m7te1y78o9zwHNqxl34Y1nD2SAUDrqC50SRpAVN/+eAcG2eW9CHE5eyX6w0C01rrSnsE1hGad6C8oy4etH8Gm/0BpDoQPsLXwI4ZItT0nZS0pIX/B1+R+8glVJ05gDWvDrO45rO6uwVVa9I3hZsbob7bLP+/0SQ5uXM+Bjes4l3UElCK0czSdkwcQ1acfXv4B9X07QtSwV6L/FnhCa33WjrE1iFsi0V9QWQLbZ8OGd6DoJLTpaSuv23ksGAyOjk7UQpvNFC5dSu7HMyjfu5dKP08M99xG16kvYAqQ//ydjT26/HNOHK9J+jnZx1DKQLtu3YnqO4DIPsmyRl/Um70S/WqgB7ax8ovH6Ou1vK4h3FKJ/gJzBaR/DuvfhLwjENwF+v8aut8NRtMlp6Zm5bEpM4e+EUEktJfE4ihaa0o3byFn5gxK1qy1TdwbP57ASZNwi5CKbM7iRrv8r9drcP54Fgc2ruNAyjryTp1AKQOhXaOJ7N2PyD5J+AS2aMi3I5opeyX6QbU9frXldY50Syb6Cyxm2PutrfjO2T3g3x76/QriJoKLO6lZeUycvolKsxVXk4G5U/tKsncCFYcPk/vJJxQs/A5dWYn3kCEETpksFfecRF27/G+km19rzbmsIxzaksKhzSnkZNuqiLeO7Exk72Qi+/TDv2VtK5SFuFJ9S+Cqy9e438w5jemWTvQXWK1waCmsfR1ObAPvVpD8LB+WDuLVFcexajAq+PXIzjwzRJbqOQtzTg558z4jb948W8W96GgCp0zBd/Qo2Sq3CahPN3/OieMc3rKRg5s31EzkCw6PILJ3Ep16JdGiXXu56RNXVd9EvxpYACy8eOMapZQr0B+YBKzSWs+yV8D1JYn+IlrDkbW2antH1mB28+c/ZcOZWTWSUpOvtOidlLW8nILvviN31idUZmZiatWKwIcfwv/eezH6+jo6PHEV9qrJX3D2NIe2bOTQ5hROHtwHgF9ISzom9qVTYh9Cu3STinziEvVN9O7Ao8BEoAOQD3gABmxr6t/XWu+wZ8D1JYn+KrK32br0D/xIpdGT3K4P0WrUb8BHugedlbZaKV67ltxZn1C6aRMGT0/87rmbwEcewbXt1askSiEex7mRmf11Obc4L5fM1C0c3raJY7vTsVRV4e7tQ0R8Ih179SW8RzyuHrIJ1q3ObpvaKKVcgBZAWW3byjoLSfTXcWavbdLe7q/A4ALxE23j+AHhjo5MXEP53r3kzJpF4aLFYLXiM3IkQZMn1RTguUAK8TQNN7Nsr7K8jKPp28nYuonMHdsoLy7CaDLRNjqGiJ69iejZS8b1b1H1bdFfs1C31jq3HrE1CEn0dZSbaVuWlzYXrBaIuQf6vwAhXR0dmbiGqjNnyJszh7wvvsRaWIhHfDyBUybjM2wYymhk+q7pvLv9XSnE4+Tqu2zParFw4sBeMrZtJnPHNvJOZgMQ2KYtHXr2omPPXrTpHI3RZLrOlURzUN9EfwTQgALCgLzqn/2BY1prp1sHJIn+BhWego3/hm0zoaoEutxuK74TmuDoyMQ1WEtKyP/6G1sBnuxs2855jzzCsQGdeHz9c1RZq3AxuEiL3knZazz/grzTJzmyfSuZO7aRvXcXFrMZN08v2sfE0T62J+GxPaUcbzNmr+V1HwHfaK0XVR+PAcZrrZ+0W6R2Ion+JpXmwuYPYPN/oTwfIgbbiu+ED5Bqe05MWywULV9B7syZlKWlYfD1pfL2wewY2Ioe0UMkyTuxuozR30w1v8qyUrJ2pZG5fRtH01MpzrVVGw9qG0Z4ddJv27U7JldXu70X4Vj2SvS7tNYx13vMGUiir6eKIlvrfuO/ofgMtO1lS/iRo6TanpMr3bGD3FmfULRsGRgM+I4eTeCkSXjEdHd0aOIm2GPHPa01OdnHOJqWytGdO2pa+yYXV9p07kK7brG069aDVh0jpZu/CbNXol8KrAPmVD80ERh4YRtZZyKJ3k6qym3j9xvegvxjENLN1qUfPf6KanvCuVRmZ5P36afkf7UAa0kJHj17EvjII/gMH4aS/8ybjLqM499oi7+qopzsvbs5mr6d43t2cu7YUQBc3NwJ7dqNdtExhHXrQUhERwwGWcLXVNgr0QcCfwIGVj+0Fvg/mYx3C7CYYfcCWP8vOLcfAjpA/+ch9gEwuTk6OnENluJiCr7+mtxP51B1/DimNq0JnPgQ/vfeI+vxm4DrjeNfr8Vfl5uA0sICsvft5tjunRzfs5PcE8cBcPXwpG10d8K69aBdtx4Eh4WjpEfPadlteV1TIYm+gVitcGCRrfjOye3g0xqSnoWEyeDm7ejoxDVoi4Xi1att6/G3bkV5euI/fjwBDz+EWwenm08rLnKtZH2tFv+1bgKudc2S/DyO79nJsT22xJ9/+hQA7t4+tIuOoV23GNp160FQ2zCp1OdE7NWiDwZ+B3QD3C88fjP70Tc0SfQNTGvIXG1r4R9ZCx4B0OeX0Ptx8LzmakzhBMr37iV39qcU/vgjuqoK78GDCZz0CJ59+17yH7cU3XF+12rxX+0m4EbH/QvPnyN77y5bi3/vTgrP2TYw9fTzp210DKFRXWgd1YWQ8AiMJinT7Cj2SvQ/AV8AvwWewlb69pzW+vf2CtReJNE3ouNbbQn/wCJw9YbERyHpGam21wSYz50j7/MvyPvsMyy5ubhFRhI46RF8b7+dnYX7pehOE3G11vnVbgLqu36/4Oxpju3ZycFNqZw6uIeK0nwAjC4utOzQidaRnWkT1YXWkV3wCZKd+BqLvRJ9qtY6QSm1U2vdo/qxrVrrXnaM1S4k0TvAmT3V1fYWVFfbewj6Tbuk2p5sj+ucrBUVFP64iNxPPqHiwAGMAQEcHdqZv7VJJddbS9GdJqy2mwB7rN+/uFdAqRISRrlRWnicUwf3c+bIYSxVVQB4B7WgTafOtK5O/C07dJQlfQ3EXol+k9a6b/Xs+3eAk8BXWuuO9gvVPiTRO1BOBqS8A2nzqqvt3Qv9XyC1rKVsj+vktNaUbtlK7iefULRqFRal2RhtYHlvN/5n8gxp0TcjN7M2/2LX6hWwmKs4ezSTU4cOcOrQAU4e3E/huTMAGIwmQjpE0LpTZ0I6dCQkPIKgtu2ky98O7JXob8e2vK4d8C7gi23W/Xf2CtReJNE7gcKTsPE92DYDqkrJaDGE35wcSpq1o2yP2wRUZmVx4MO3UD+uwFhehUdsLAEPP4zvyBEoaZHd8m60V6AkP4+Th/ZXJ//9nM44hLmiAgCjyURQ2/YEh3cgJLwjIR0iCGnfQTbquUEy6144TkkObPkA88b/YKosZL21Ox/pCUx77FESwmXinrOzLc/7hry5c6nMysIY3IKA++8n4Be/wNRCxl9vZfXpFbBaLeSfPsXZIxmcPZpp+zqSQVlRYc05/q1a2xJ/eATB7TsQ1LYdvi1CZInfVdirRR8F/AdoqbXurpTqAdyptf6r/UK1D0n0Tqi8kOzl7xOY/iGeVTkQmmgrvhM1RqrtNQHaaqVk/XpyP51Dybp1KBcXfMaMJvDhh/GIcbrimMKJXe0GQWtNcV4OZ49kcvZoBmePZHIuK5OCs2dqzjG5uREU2o6g0HYEtg0jqG0YLdqG4RsScssX97FXol8DvAh8oLWOr35st9ba6WprSqJ3YjXV9t6G/CwI7morvtP9bjDKOF1TUJF5hLx58yj4+muspaW2bv2HHsJ31EiUq6ssyxNXdaNL+05nFvDtGxupqjiHIo/wGAPlxWfIyT5WU78fwOTiik+L1ri4tyCkQxjtunbAv1Vr/Fu1wcPHt2bZ6PV6IW62l+JGn1ffORK1sVei36q17qWU2nFRok/TWsfZJUo7kkTfBFjMsOcb29K8s3vBPwySp9lm67t43NClZDa/Y1iKiyn45lvy5syp6davuGMwz/su4ryHWZbliSvc6NK+a51fUVpCTvZxck4c49juQxzasg+rORdtLcK24aqNm6cX/q1a4+4dzMnDGpQfRhc/Rj2eRIe4DjX1/W92X4GbuXmp7/4FtblWor+RotfnlVIdqf4TVErdA5yqd3Ti1mQ0QY97bS35Q0th3b9g0W9hzWvQ95fQayq4X//Dn5qVJ7P5HcTo7U3gww8RMPFBW7f+nDlYZnzFWwbY2FWxLEGz7fRWSfSiRmhUAEaToWYSX2jUtf+tXut8N08v2kR1oU1UFyorosja2xWtAWWmx2A/2nRS5J8+Rf6Zk+SdOsmZI4eoKs0BNFXAwn9+iVIGvAOD8A0OxlzlRXmhAQw+WIxe7E8x4O3fDU8/fwzGqw8LnDiYh8VsRWuwWKycOJh3zcR9o+fbw40k+meAD4EuSqkTwBFsG9vcMKXUP4E7gEogA5iitc6v5byjQBFgAcxXu1sRTZjBAJ3HQNRoyNpgS/gr/gzr37Il+75Pg/fV99DelJlDpdmKVUOV2cqmzBxJ9I1MGQx4DxyI98CBpKcuZvVbv6f/zioG7KnCmrKAvIf98Lv9NgxeXo4OVThYqwg/xr0QX+du67qef+kNgSuRvbpcce7pzAK+/dc2zFX5KIqJHeqPUkUUnjtL4bmzFOccwVxuuxEASP3e9qWUAU8/P7wCAvEOCMQrIBAv/0C8AwLwCgjC3cMFpUrQuGM0utTr5qWh3EjXvRtwDxAOBAKFgNZa//mGX1SpkcBKrbVZKfUatgtdUWGvOtEnaq3P38j1peu+iTuZZiu+s3ehbdOc+Ich+TkIaH/FqRda9FVmKy7SoncKaWfT2H40hcSdZXh/v46KAwcweHvjN348AQ/cj1tHpyu9IZqBuox7X++ck4dyOZKehV+wxt2zkuK8XErycynOrf6el0tJXi6lhQW2UuCXMbm54+nrh4ePD+7ePnj4+FZ/98Hd2xcPHx88vH0oKTRQlOdKeExbpxujXwLkA9uxtbAB0Fq/Uc/gJgD3aK2v6B2QRH+LO3/YtkVu+uegrTXFdwjpcslpMkbvvLTWlO1II++zzyhasgRdVYVnnz4EPPAAPsOGolxkAqZoeixmM6WF+ZTk5lKcn0dJXg6lhQWUFxVRVlxEeVFh9fciyooLqSgpueIagx+ZSsJt4+0Wk70SfYPMsFdKfQ98obWeU8vvjgB52PpSPtBaf1iXa0qib2YKTtiK76TOhKpS6HybbWleWxnJaUrMOTnkL/ia/M8/p+rkSUzBwfjfdx/+992LS8uWjg5PiAZjtVgoLymmrKiw5mYgqG07Alq1sdtr2CvRfwi8q7XeVcfzlwO17WzyR631wupz/ggkAnfpWgJRSoVqrU8opUKAZcBzWuu1V3m9J4AnAMLCwhKysrLqEqZoSqqL77D5AyjPh/ABtoQfMQRku8wmQ1ssFK9dS95nn1Gybj0YDPgMG0bAgw/g2aePbH0qxE2oV6JXSu3C1qI2AZFAJlABKGxj9D1uMqjJwJPAMK11aR3Ofxko1lq/fr1zpUXfzFUUQeosSPk3FJ+GNvG2Lv0ud0jxnSam8vhx8r/4gvyvFmDJz8e1QwcCHrgfv/HjMfr6XnKurM8X4urqm+ivnAF1Ea31DTedlVKjgX8Bg7TW565yjhdg0FoXVf+8DPiz1nrJ9a4vif4WYa6A9M9sxXdyMyEoEvr9Cnr8AkxSj70psVZUULRkCXnzPqMsPR3l4YHf7bcR8MADuEdHk3Y2TbbNFeIanK7WvVLqMOAGXChttElr/ZRSqg0wXWs9VikVAXxT/XsTME9r/be6XF8S/S3GarHN0F//JpzeCT5tIPlZ6DkJ3LwdHZ24QWV79pD/+ecUfP8Durwcj9hY0ge04S8ey6kwyba5QtTG6RJ9Q5NEf4vSGjJW2NbgH10H7v7Q50no/SR4BTk6OnGDLAUFFCxcSN68z6g8epQiD1gda2RdvBt/eeBjadELcRFJ9OLWc3yrbWne/h/A5AEJkyDpWfBv5+jIxA3SWlO6aRNHZv4Xw/qtKKvGs1cv/O+7F5+RIzG4uTk6RCEcThK9uHWdO2Abw9/5he045j7bOP5la/FF01B19iwF33xL/ldfUXX8OAY/P/zuvBP/e+/BPSrK0eEJ4TCS6IXIPw6b3rfN1r+wFr//C9Cul6MjEzdBW62Ubt5M/vz5FC1bjq6qwiM2Fv/77sV3zBgMnp61Pk9m7ovmShK9EBeU5MCWD23r8cvyoH1/DkVN5aeK7vTt2EIq6zVB5rw8Cr5dSP78+VRmZmLw8sL3jtvxv/dePLp1qzlPZu6L5uxaiV4WHYtbi1cQDPkDPL8bRv2dynMZRC6bzJDVd/PZx6+TeqTW1Z7CiZkCAgiaMpmIH3+g/dw5+AwfTsE333L07ns4ctfd5H3+OZbiYrad2UalpRIrVqqsVWw7I40BcWuQFr24pf1nxT6OrJzBE8Yf6GQ4SaF7G3yHPA/xD4Gr7LbWVFkKCyn4/nvy539Fxf79KA8PzEN687eQLexrbcFFWvSimZGueyGu4sLud2azmRGmNP7ZehXeZ1PBIxB6P2H7kqV5TZbWmvLdu8n/cj6FP/6ItbSU0rZBuN4xii4PPIlLSIijQxTCLiTRC3ENV+x+d2yTbab+gUW2pXk9H4akZyAg3NGhinqwFJdQuHgRBV9/Q9mOHWAw4DWgP/4T7sJ76BAMrlevpiiT+ISzk0QvxM04ux9S3rUtzdNW6DYB+k2D1rGOjkzUU8WRIxR8u5CCb7/FfOaMbZnebbfhd9dduHeLvmRjHZnEJ5oCmYwnxM0I6QLj34Pnd0LS03BwKXwwED6dAJmrbZX4RJPk1qEDIS88T6eVK2g3fTre/fuTv2ABR++5hyN3jiNnxkzM52wTM2USn2jqpEUvRF2V5cO2GbDpP1ByFlrH2YrvRI8Dg9HR0Yl6shQWUrhoMQXffENZejoYjXgPHEje0DieKP2QcmXGxeAiLXrhlKTrXgh7qiqHnZ/DhncgN8M2dp/8HMRNBBcPR0cn7KAiM5OCb76h4NuFmM+dQ/t5cyqpEy3G302PQXdf0rUvhDOQRC9EQ7BabBP21r8FJ7aBZwvo8xT0egw8Ax0dnbADbTZTsnEj+V9/TfHKVeiKClzCwvC74w787rgd1/BwR4coBCCJXoiGpTVkpdg20Tn0E7h42TbR6fu0bKLTjFiKiyn6aRkF339H6abNoDXusT3wu/0OfMeOwRRkW4YpM/SFI0iiF6KxnNljm6m/a77tBiDmHts4fstu13+uaDKqzpyh8IcfKfj+eyr27wejEa/+/cgf1INfVsyk2FAlM/RFo5JEL0Rjyz9um7SXOguqSqDTCOj/PLTvBzK+26yUHzxI4fc/UPDDD5hPnaLMFbZEKTZFGxkw4Vkei3/yqs+V1r+wF0n0QjhKaS5s+xg2/RdKz0Nogq2F3+V2manfzGirlZ3Lv2DDzFfotc+MdzloX28CRo3Gd+xYPHv3Rhl//juX9fnCnq6V6E2NHYwQtxTPQBj4IiQ9C2nzbN36Xz4CgR1tM/VjHwAXd0dHKexAGQzEjnwAHdeV1OzN9DrmQtCG/RT+uIj8+V9hDArCd9QofMeOwaNnz1rX50uiFw1BWvRCNCarBfZ9Z5upfyqNKo8WbGv1CzySniAuKtzR0YkGYC0vp3jNWgoXL6Z49Wp0eTmmli0pH5TAX71WcaDVtTfZke59URfSdS+Es9GaA5sXcXbxawxQ6ZRoN4qjH6DlyBekpn4zZi0poWjVagoXL6Zk7Vp0VRXlLXwwDR1Ax/ET8YiLQxl+Llgq3fuirqTrXghnoxTLyzrzRuXvieIYj5sWMX7/HNg/G7reaevWb1vrv1nRhBm8vPC7/Tb8br8NS2EhRStWUvTTT5R8s4ysLxdhCg7GZ8RwfEaOwjMxoU7d+9LiF9cjLXohHOTCFrlVZisuJgNfPhBOjxOfw7aZUFEAYUm2hB81BgyyLUVzZikupnj1GoqWLqV43Tp0eTnGgAAq+8XxL5+NpIdZMbhc2aKXFr+4QFr0QjihhPYBzJ3at2aL3B7tAyD6/2Dgb2HHHNj4Pnz+oG3iXtIzEPeglNhtpoze3jUtfWtpKcXr1lO0dCl65WpeLC3H7OGKSo6hXcAJLAM7YvTxAWrfcOfyGwFp7Qtp0QvhrCxm28S9lHfg5A7wDIJej0OvqeAd7OjoRCOwVlRQsiGFopUrKF61GktODri44NW7N97DhnKsR0seT3uJKmvVFRvuSGv/1uKULXql1F+AcYAVOAtM1lqfrOW8ScD/qz78q9b6k8aLUggHMpqg+13QbYKtxG7Ku7DmVVj/JsQ9YFuy1yLS0VGKBmRwc8Nn6BB8hg5BWyyUpadTtGIFxctXcObPf8ENmNUlguwerWg14jZ6tOhR89xrtfalpX9rcViLXinlq7UurP55GhCttX7qsnMCgW1AIqCBVCBBa513rWtLi140W+cOwqb3IO0zsFTYxu+Tn4P2yVJx7xaitaYyM5OiFSspXrGCsp07QWtMwcF4DRqIz+DBZHTy5vH1z13R2peWfvPklC36C0m+mhe2RH65UcAyrXUugFJqGTAa+KzhIxTCCQVHwR1vw5D/B1unw9aPYNZYaBNvS/hdx9l6AkSzppTCrWNH3Dp2pMUTj2POzaV47VqK16yhaMlSCr5agLuLC7PiunK0WxBth99Oj+BY4Prj+qL5cej/CEqpvwGPAAXAkFpOCQWOX3ScXf2YELc272AY8gdbOd30z2Dje/DVo+AXBklPQ/xD4Obj6ChFIzEFBuI/fjz+48ejq6oo3b6D4tWrKV69mohZO2HWKjJC/4XXgP707tEWX7MLRS5mXAwuJLaUZZzNXYN23SullgOtavnVH7XWCy867w+Au9b6T5c9/7fVj/+1+vh/gTKt9eu1vNYTwBMAYWFhCVlZWfZ7I0I4O6sVDi62jeMf2whufpA4GXo/CX5yb3wrq8zOpmT9eorXrad040aspaVok5HCzm3w6tuXjsMm4BHTHeXickPXlXF+5+L0lfGUUmHAIq1198sefwAYrLV+svr4A2C11vqaXfcyRi9uadnbyF3+L/yPLkYpheo2Hvo+A20THB2ZcDBdWUnp9h2UrF9H8foNti12AeXpiWdCAl59euPZpy/u0V0v2YDncjLO73yccoxeKRWptT5UfTgO2F/LaUuBV5RSAdXHI4E/NEZ8QjRVqZaOTMx4mBDzCKa4LOORAz9h3L0A2vWBvk/bds6TcfxbknJ1xatvH7z69iHkt7/FnJdH6ZatlG7eTMnmzZx9/Q0ADD4+ePbqZUv8ffviFhl5SWleGedvWhz5r/1VpVRnbMvrsoCnAJRSicBTWuupWuvc6mV4W6uf8+cLE/OEELXblJlDpdnKMR3CX6smUjXgdzzhsxE2/QfmTwL/MFuXfs+Hwd3P0eEKBzIFBOA7aiS+o0YCYD53jpLNW2yJf8tmileuBMAYEIBn79549e2DZ58+JIYk4Gp0rZnRfyPj/NLl3/icouve3qTrXtzKLi+tO3dqXxLaB9h2zjuwyFZx71gKuPrYJu31eRICOzg6bOGEqk6domTzZko32Vr85lOnADAFB1MRG8WRTp6EJY+kR+LYS1r8VyNd/g3H6cfo7U0SvbjVpWbl1ZTWTWgfcOUJJ3fYEv6er0FbofNYW5ndsCRZjy9qpbWm6vhxSjZtonTzFkq2bMZy7jwABl9fPHr0wCM2Fo+4ODxie2D09b3iGtN3Tefd7e9ixYpRGXk2/lmmxky95utKD0DdSKIXQtSu8CRs+QhSZ0JZHrSOsyX86PFgcnV0dMKJaa2pPHKUsrQ0ytLTKUtLo+LQIdsKEMC1Y0c84mJrkr9bp06kn9/J4z89XmvJ3tpID0DdSaIXQlxbZaltPf6m/0DOIfBpDb0fh4Qp4Bno6OhEE2EpLqF89y5b8t9huwGw5OcDYPD2xqNHDAWRrTnYWtOx9wjiomsrn/KzG+kBuNVb/pLohRB1Y7VCxgpbAZ7MVVQZ3MjvdBfBw6ZBy2hHRyeaGK01VVlZlNa0+tOpOHCgptVvbNEC9y5dcO/aFfforrh37YpLWFjNeP+FFv31egDq2vJvqJsBZ7jJcMrldUIIJ2QwQOQIUl0TefnQfCZaFjH+wFdw8DPoMBD6PAVRo8Fw9TXWQlyglMI1PBzX8HD8x48HwFpSQvm+fZTv3Wf7vm8fOTNngtkMgMHLC7fq5B/etSvTw/+HbZ5nSGjb96pJtC7L/epyM3AzCbspDC9IohdCXGFTZg57zKG8pB/nn+p+3u2ym+Scb+DzB8G/PfR+wjZj38Pf0aGKJsbg5YVnYiKeiT83Pq2VlVQcOkTFRTcA+V9/jS4txRVINhpxDfuO7E6dcO3UEbeOnXCL7IRreDgGNzcSWyZed7nf9W4GbjZh30xNgcbuAZBEL4S4Qt+IIFxNBqrMVkpMfrgN/g20fRn2/wCbP4Cf/gir/gaxD9iW5wV3dnTIogkzuLri0a0bHt261TymrVYqs7Jsyf/gQSozMqg4fJiilSvBYql+ogHXdu0I6tSJGW2Gk+lXQXi3JLq5tEdrjbpoBcn1bgZutghQXW4yLuaIHgAZoxdC1OqaS/ROpdsS/q75YKmEjkNt3fqdRti6/4VoINbKSiqPHKUy4zAVhw9TcTiDiowMKo8e/fkGANuSP9f27XENC7N9bx/GUd9KdricIi5yAHEt4y+5bl3nA9TmRlroN7PEsC5kMp4QomEUn4Pts2Drx1B0CgIjbN36cRPB/cp11EI0FF1ZSeXx41RmHaMyK4vKY1lUZWVRmXWMqpMn4aJcpzw8cGnTBpfQNtXfQ3ENDeWIRwnphhP0iBxAXJuG2RuiPjcU1yKJXgjRsCxVsHehrZWfvQVcvCD2F9BrKrTsdv3nC9GArJWVVGVnU3k0i6rs41SdOEnVyRPV30/WLAGsoRTGFkGYgoNxCQ7BFBKM6cL3kBBMwcG2r6CgG971DxpmjF4SvRCi0ezbthq2fkTn8z9hsFRCWDL0ngpd7pAiPMIpWUtKqDp5ksoTJzCfPo357DnM585hPnuWqnNnMZ87h+V8ziW9AoDthiAw0Jb8AwMx+vtf/SvA9t3g5XXJ3AF7kUQvhGgUF+rsV5qthJhK+KrPEdpmzIO8o+DdEnpOgoTJ4Bfq6FCFuCHabMack4v57Nmam4BLfs7NxZKfjyU/H2tR0dUv5OKC0c+PkOd/hf8999gtPllHL4RoFBd2zrNqOGf2YqHX3Tzz3Iu2IjxbPoK1/4R1b0DnMbbKex0GSW190SQokwmXliG4tAy57rnabMZSWFiT+C35+Vjy8i85dgltvJtdSfRCCLu5eFmei8lA34igmiI8RI6wtey3zYDtn9qW6gVF2sbxY++XNfmi2VAmE6bAQEyBzlE+WrruhRB2dd2d8wCqymHPN7B1OpzYBi6e0OM+W9JvFdO4AQvRDMgYvRDCeZ3cYUv4u74Cczm062tL+NF3gsnN0dEJ0SRIohdCOL/SXEibB9s+htxM8AqGno/YdtDzb+fo6IRwapLohRBNh9UKmSttRXgOLrE9FjXGtkSvw2CpvCdELWTWvRCi6TAYoNNw21f+Mdg2E7bPhgM/2irv9XzEVnnP+/qzn4UQ0qIXQjQF5gqOrJ2Ha/psQgu2g8EEncdCwiSIGCqtfHHLkxa9EKJJSz1RysRVrag0/5bOplPM7LafVpkLYN934B8G8Y9A/ETwbePoUIVwOnIbLIRwehcX4jlobs2CFk/Bb/bDPTMgoAOs+iu82Q0+ewAOLAGr5foXFeIWIS16IYTTq7UQj8kNut9t+8rJgB2fwo65cGAR+IZC/EMQ/7DM2Be3PBmjF0I0CXUqxGOpggOLYfsncHiF7bFOw21j+VGjwXjjO40J0RQ43fI6pdRfgHGAFTgLTNZan6zlPAuwq/rwmNb6zrpcXxK9EIL8Y7ZSuzvmQNFJ26Y6cROh58O22ftCNCPOmOh9tdaF1T9PA6K11k/Vcl6x1tr7Rq8viV4IUcNihsPLIPUT9KGlKG2lqGVvfPpOguhx4Obj6AiFqLdrJXqHTMa7kOSreQHNb/xACOEcjCboPIbUfv9hkPnf/MN8P+dPH4eFz8DrneGbX8KRdbZCPUI0Qw6bjKeU+hvwCFAADLnKae5KqW2AGXhVa/1tI4UnhGhmNmXmkG325319Jx9Y7uC1PpXcY1gNu7+G9Hng397WtR97PwS0d3S4QthNg3XdK6WWA61q+dUftdYLLzrvD4C71vpPtVwjVGt9QikVAawEhmmtM67yek8ATwCEhYUlZGVl2eNtCCGaidSsPCZO31Qzc3/u1L62SX2VpbYtc3fMgSNrAQ0dBtqSftc7wdXT0aELcV1ON0Z/SQBKhQGLtNbdr3PeLOAHrfVX17umjNELIWpz3Zn7+ccg/XNImwt5R8HVB7qNZ3/rcawoDqdvxxZXn/EvhAM5XaJXSkVqrQ9V//wcMEhrfc9l5wQApVrrCqVUC2AjME5rvfd615dEL4SoF60hKwXS5mHZ/TVGcylHdUt+0P0ZfM+zdO/R09ERCnEJZyyB+6pSqjO25XVZwFMASqlE4Cmt9VSgK/CBUsqKbdLgq3VJ8kIIUW9KQXg/CO/Hx95PcmjVHMYZ1vO04WsMXy+AzYnQ4xfQ/S7wauHoaIW4Jod33TcEadELIezl4rH9UFM+8/pk0/b493BmFyijrSBPj/tsm+zIeL5wEKfrum9okuiFEPZU69j+mT2w80vYNR8KT4CrN3S9w5b0OwwCg9GxQYtbiiR6IYRoKFYrZG2AnV/A3oVQUUiJawuKO95Oy+SJ0LaXbShAiAYkiV4IIRrB9oxTfDLrv9zGOgYb0nFVZvALg27jbZvvtI6VpC8ahDNOxhNCiGZn47ESvjf3ZqHujZ8q5Y0eJxhuWQ+b3oeUdyCwo20CX/e7IaSro8MVtwhJ9EIIYScXb6dbYfImIHkStH8eSnNh33e2Knzr3oC1/4TgrpxoO5bVpmS6dE+Q9fmiwUjXvRBC2NF1i/IUnYF931GU+gU+Z7YCcFC3wzv+Ltok3W9r6Uv3vrhBMkYvhBBO5r1Vh5n7UwojDVsZY9xCb8MBFBqCOtlK70aPkzF9UWeS6IUQwslcXnv/iwcjiC1eb5u5f3Q9aAv4h9mSftc7bLP3ZcmeuApJ9EII4YSu2s1fkgMHFtmSfuZqsFaBVzB0HgOdb4OIQeDi4bC4hfORRC+EEE3UjkNZnN3+A73KUwg8sQYqi8DFCzoNtSX9qFHgGejoMIWDyfI6IYRoglKz8pg4ey+V5nBcTRHMm/IGPa27Yf+PcGAx7PserYyc9I1FR46ibZ8J0CJKxvXFJSTRCyGEk9qUmUOl2YpVQ5XZysasYnoOGW6rrz/2DfZtX8Oa72YxMG8H0dv+Dtv+Dv7tIWo0RI1iu6EbG7OKr74CQNwSJNELIYSTunhdvovJQN+IoJ9/aTCwsqgdb1Tdx6v6PtqqHP7a/SSD1Q7Y/gls+YDO2o3z1u58tyoO1/smE9O9B1CHJYCiWZFEL4QQTiqhfQBzp/a9alK++EbgvCkYn/53QPsAqCzlh+++oCD9ewYZ0hmpUuGrj2F1FGdC+vOfXS3ZYO7MuyZ35k7tK8m+mZPJeEII0YRdrXX+8/I9C1GmM3yYlE+73BTMmeswWSso1y5s11EYIgbRd+h4CO0JRhfHvRFRLzLrXgghbkG13QRszzjF+7M+IUmnkWTcR7Q6ajvZxQvaJ0OHAdBhILTqIev2mxBJ9EIIIWpccgMQrG0Feo6stX2dP2A7yd0P2ve3Jf0OAyC4KxgMjg1cXJUkeiGEEHVTdPrSxJ93xPa4ZwsIv5D4B5FaHMimI7kyoc9JyDp6IYQQdePTCmLusX0B5B+Ho+t+Tvx7vwWgrQ4g1BrND6s64zH+LqJjk8AoKcUZSYteCCFE3WgNuZmsWrKA4v0r6WPYR4jKt/3OxRPa9IR2vaBtb1ttfu9gh4Z7K5EWvRBCiPpTCoI64tv/cX65P4aqSgvhphw+GqqJKN8Hx7dAyrtgNdvODwi3Jf12vaFtIrTsTmp2sazhb2SS6IUQQtyQy9f3R1ycsKvK4FS6Lelnb7F19+/6EgCr0R2ruQMmS0fmrorA7Z5xdO/eUyb5NTDpuhdCCNFwtIaCbMjeQvrGZViPbyVaHcVNVbf6XbygVXfbcr7WPWzfQ7qCyc2xcTcx0nUvhBDCMZQC/3bg3w6zz1AmTt8EVZV0Np3i7UEGwqsy4NROSP8ctn5ke47BBMFdfk7+LbvbjmXM/6Y4PNErpX4DvA4Ea63P1/L7ScD/qz78q9b6k8aMTwghhH1c2uU/kPCLu/ytVttSvtM7bYn/9E44vBzS5/18jmeQLeEHd7at6w/uXH0DECI79l2DQ7vulVLtgOlAFyDh8kSvlAoEtgGJgAZSq8/Lu9Z1peteCCGah/R9Bzi6dys9PU7TznwMzh2Ac/ugvODnkzwCbAm/RSQEdoSgjhAYAQEdwNXTccE3Imfuun8T+B2w8Cq/HwUs01rnAiillgGjgc8aJzwhhBCOkpqVx8R5mVSaA3A1BTF36mO2mfpaQ/EZOLe/OvHvp+j4boy7vsez6rJ2oE+b6sTfwXYTENgB/MPALww8A2+JngCHJXql1DjghNY6XV39DzoUOH7RcXb1Y0IIIZq5TZk5VJqtWDVUma1sysyxJXqlbIV9fFpBxGDbDcHmTVSarQSayvl0fDBd3c5BTibkZkJuBhxYDCXnLn0BF6/q+QNh1cm/Hfi1rb52a/BuCW7ejnnzdtSgiV4ptRxoVcuv/gj8DzDSjq/1BPAEQFhYmL0uK4QQwkEu3obXxWSgb0RQreddfEOQZ3ZnZWEbug4ZeMV5Ow5lcXD/bhL8iunkmgv5x37+Or4FyvOvvLirD/i0/DnxX7jBqDlubfu9m4+d3739NGii11oPr+1xpVQM0AG40JpvC2xXSvXWWp++6NQTwOCLjtsCq6/yWh8CH4JtjL6+sQshhHCsy9frX63ATl1uCFKz8pg4ey+VZnA1+TJ36kgS+l52vfJCKDxhq/dffAaKTkFR9ffiM3Bim+3YXHZlECZ38Ai0DQd4BNgmDnoGXvTYZd99WoGrlz3+mK7LIV33WutdQMiFY6XUUSCxlln3S4FXlFIX/jZGAn9olCCFEEI4XEL7gOtW0KvLDcFVhwEuknrGwqZMF/pGxJEQe5XX1No2EfDyG4HS81CaB2W5UJoLZ/favpflgbZceZ2Rf4PkZ+v851Afjp6MdwWlVCLwlNZ6qtY6Vyn1F2Br9a//fGFinhBCCHHB9W4IrtfqT83KY+J02zi/q8nA3Kl9a7+eUuDhb/sK7lzz3E2ZOfSNr+Umw2qFisLqG4CLbgRax9bzHdedUyR6rXX4RT9vA6ZedDwDmOGAsIQQQjQT12v116XFX5vr3iAYDD/fGAT+/JxNe3LoW5bXKPX+nSLRCyGEEA3tWq3+uk78u9yN3iDUuefAjiTRCyGEuOXVdeLf5W70BuFmew7qQxK9EEIIQd0m/tX2nBu5QbjZnoP6kN3rhBBCiEZUM3nvBnoOrseZS+AKIYQQt5Sb6TmoD0OjvZIQQgghGp0keiGEEKIZk0QvhBBCNGOS6IUQQohmTBK9EEII0YxJohdCCCGaMUn0QgghRDMmiV4IIYRoxpplZTyl1Dkgy9Fx3CQ/oKCZvbY9rnsz17jR59T1/Lqcd71zWgDn6xhXUyGfXftdQz67jas5fHbba62Da/2N1lq+nOgL+LC5vbY9rnsz17jR59T1/Lqcd71zgG2O+ntuqC/57NrvGvLZbR6fH2d5bem6dz7fN8PXtsd1b+YaN/qcup5fl/Mc+ffoKPLZtd815LPbuJrjZ7dGs+y6F8LZKaW26atsQCGEM5PPbtMjLXohHONDRwcgxE2Sz24TIy16IYQQohmTFr0QQgjRjEmiF0IIIZoxSfRCCCFEMyaJXggno5Qar5T6SCn1hVJqpKPjEaKulFIRSqmPlVJfOToW8TNJ9ELYkVJqhlLqrFJq92WPj1ZKHVBKHVZKvXSta2itv9VaPw48BfyiIeMV4gI7fXYztdaPNWyk4kbJrHsh7EgpNRAoBmZrrbtXP2YEDgIjgGxgK/AAYAT+ftklHtVan61+3hvAXK319kYKX9zC7PzZ/UprfU9jxS6uzeToAIRoTrTWa5VS4Zc93Bs4rLXOBFBKfQ6M01r/Hbj98msopRTwKrBYkrxoLPb47ArnJF33QjS8UOD4RcfZ1Y9dzXPAcOAepdRTDRmYENdxQ59dpVSQUuq/QLxS6g8NHZyoG2nRC+FktNbvAO84Og4hbpTWOgfb3BLhRKRFL0TDOwG0u+i4bfVjQjg7+ew2A5LohWh4W4FIpVQHpZQrcD/wnYNjEqIu5LPbDEiiF8KOlFKfARuBzkqpbKXUY1prM/AssBTYB3yptd7jyDiFuJx8dpsvWV4nhBBCNGPSohdCCCGaMUn0QgghRDMmiV4IIYRoxiTRCyGEEM2YJHohhBCiGZNEL4QQQjRjkuiFECil/JVST1f/3Mae+4krpZ5XSj1Sy+PhF7ZEVUrFKKVm2es1hRA/k0QvhADwB54G0FqftNcWo0opE/AoMO9a52mtdwFtlVJh9nhdIcTPJNELIcC2LW5HpVSaUmr+RS3tyUqpb5VSy5RSR5VSzyqlfq2U2qGU2qSUCqw+r6NSaolSKlUptU4p1aX6ukOB7dUV1lBKJSil0pVS6cAzl8XwPbYSq0IIO5JEL4QAeAnI0FrHAS9e9rvuwF1AL+BvQKnWOh5budQLXfIfAs9prROA3wLvVz/eD0i96Fozq8+LrSWGbcCA+r8VIcTFZJtaIcT1rNJaFwFFSqkCbC1vgF1AD6WUN5AMzFdKXXiOW/X31thqpKOU8gf8tdZrq3/3KTDmotc5C7RpqDchxK1KEr0Q4noqLvrZetGxFdv/IQYgv7o34HJlgHsdX8e9+nwhhB1J170QAqAI8LmZJ2qtC4EjSql7AZTNha75fUCn6vPygXylVP/q30287FJRwO6biUEIcXWS6IUQaK1zgA3Vk/D+eROXmAg8Vj3Jbg8wrvrxxcDAi86bArynlEoDFJcaAvx4E68thLgG2aZWCNGglFLfAL/TWh+6xjluwBqg/4UZ+kII+5BEL4RoUEqpzkDLiybh1XZOJBCqtV7daIEJcYuQRC+EEEI0YzJGL4QQQjRjkuiFEEKIZkwSvRBCCNGMSaIXQgghmjFJ9EIIIUQzJoleCCGEaMb+f4FsLCsM7+J5AAAAAElFTkSuQmCC\n", + "image/png": 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", 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" ] @@ -711,7 +713,7 @@ "plt.semilogx(t3, hm3_1[0], label=\"ttim OW3\")\n", "plt.xlabel(\"time(d)\")\n", "plt.ylabel(\"head(m)\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -1115,7 +1117,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -1139,7 +1141,7 @@ "plt.semilogx(t3, hm3_2[0], label=\"ttim OW3\")\n", "plt.xlabel(\"time(d)\")\n", "plt.ylabel(\"drawdown (m)\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -1260,13 +1262,6 @@ "* Newville, M.,Stensitzki, T., Allen, D.B., Ingargiola, A. (2014) LMFIT: Non Linear Least-Squares Minimization and Curve Fitting for Python.https://dx.doi.org/10.5281/zenodo.11813. https://lmfit.github.io/lmfit-py/intro.html (last access: August,2021).\n", "* Yang, Xinzhu (2020) Application and comparison of different methodsfor aquifer test analysis using TTim. Master Thesis, Delft University of Technology (TUDelft), Delft, The Netherlands." ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Next Notebook: [Unconfined 1 - Vennebulten](unconfined1_vennebulten.ipynb)" - ] } ], "metadata": { diff --git a/docs/04pumpingtests/slug1_pratt_county.ipynb b/docs/04pumpingtests/slug1_pratt_county.ipynb index 0b7258d..0d739dd 100644 --- a/docs/04pumpingtests/slug1_pratt_county.ipynb +++ b/docs/04pumpingtests/slug1_pratt_county.ipynb @@ -35,12 +35,14 @@ "jupyter": { "source_hidden": true }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -120,7 +122,7 @@ "ax.set_ylim([-47, 20])\n", "ax.set_xlabel(\"Distance [m]\")\n", "ax.set_ylabel(\"Relative height [m]\")\n", - "ax.set_title(\"Conceptual Model - Pratt County Example\")" + "ax.set_title(\"Conceptual Model - Pratt County Example\");" ] }, { @@ -398,7 +400,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -418,7 +420,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"h/H0\")\n", "plt.title(\"Model Results - Three layers\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -617,7 +619,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -637,7 +639,7 @@ "plt.xlabel(\"time(d)\")\n", "plt.ylabel(\"h/H0\")\n", "plt.title(\"Model Results - more layers\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -907,13 +909,6 @@ "* Duffield, G.M., 2007. AQTESOLV for Windows Version 4.5 User's Guide, HydroSOLVE, Inc., Reston, VA.\n", "* Yang, Xinzhu (2020) Application and comparison of different methodsfor aquifer test analysis using TTim. Master Thesis, Delft University of Technology (TUDelft), Delft, The Netherlands." ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Next Example: [Slug 2 - Falling Head](slug2_falling_head.ipynb)" - ] } ], "metadata": { diff --git a/docs/04pumpingtests/slug2_falling_head.ipynb b/docs/04pumpingtests/slug2_falling_head.ipynb index a3da603..e5dfb2c 100644 --- a/docs/04pumpingtests/slug2_falling_head.ipynb +++ b/docs/04pumpingtests/slug2_falling_head.ipynb @@ -30,12 +30,14 @@ "jupyter": { "source_hidden": true }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -119,7 +121,7 @@ "ax.set_ylim([-32, 20])\n", "ax.set_xlabel(\"Distance [ft]\")\n", "ax.set_ylabel(\"Relative height [ft]\")\n", - "ax.set_title(\"Conceptual Model - Falling Head Example\")" + "ax.set_title(\"Conceptual Model - Falling Head Example\");" ] }, { @@ -382,7 +384,7 @@ "outputs": [ { "data": { - "image/png": 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HvPLKKz+XLoBXXnllnXNnzZrFyy+/zGeffcZee+3FI488wr///W+OP/54nnzySY477rgtjqsS1hjSMoJS1bFPsOasthWLghGz9UfQZr0Eq1etPa95u+ibAfquO8XZoXcwOhdH2jtNRESamiOOOIKMjAx22mknVq9ezeGHHw7ATjvtxOzZsxvkNVTCwtaiPXTLD2611ayGxXPWrjlbU9K+fhU+ur/WiQbtu6/7pgBtrSEiIomujhGrRNCsWTMAIpEIGRkZWPTf00gkQnV1dV0PjZlKWKKKpAVTk1k9oe8h6x5btSz6xoCZa0fOyr+C94qg6qe15zXxrTVERERqa9OmDUuXLv3Fx2FRCUtGzVpDlwHBrTZ3ba0hIiKyEdnZ2QwcOJD+/fszaNAg0tLS2GWXXRg1ahS77rpro+cxd6//rASSn5/vxcXFYcdIPj9vrVFr3dmasrZy8drzNrq1Rt9g6lRERGQzzZgxgx122CHsGHGzoa/PzErcfYN7X2gkrKmoa2uNnxb+8p2b82f8cmuNDr2h+x7Brdse0HkHjZqJiIhsJpWwps4MWncKbjl7r3tsdRVUzA7K2YIZwbTmV8/Dh1OC45ltoOtua0tZt3xo2aHRvwQREZFkpBImG5eWEUxDduwL2x8Z3OcOFV/DnHdh7jsw52147XrwmuB4x22DQtZ99+C/nbaHSCS8r0FERBKKu//8TsNUsjnLu1TCZNOYBWvGOuTCLsOC+1Ytg2/fgznvwNx34Yun4INJwbFmbaFr3tppzK75WlsmItJENW/enPLycrKzs1OqiLk75eXlNG++aft2qoTJlmvWGnrtF9wgGC37sTRayt4J/vvqtWtHyzptD912XzuN2XFbjZaJiDQB3bp1Y+7cuSxYsCDsKA2uefPmdOvWbZMeo3dHSuNYtRTmlaydxpz7LqyoCI41bxeMkHXfM5jG7JoPzduGm1dERKQB6N2REr5mbSD3gOAGwWhZ+cxgTdmaacxX/kWwl5kF77xcZ7Ssr3b/FxGRlKISJuEwW7vof9eRwX0rF687WvbZY/DehOBYi6yglK1Z9N81Lyh2IiIiSUolTBJH83bQ+6DgBlBTE+xbVnu07KvngmMWgc791o6Udd8jeLOARstERCRJaE2YJJcVi2Beca21ZcWwaklwrE0X6HMw9B0UTHs2bxdmUhEREa0JkxTSoj30OSS4QTBatvAL+KYISl+Gz6bB+xPB0oKF/n0PgT6DYOudNEomIiIJRSNhklpWVwfTljOfD3b3//6j4P7WW60tb70PDNaYiYiIxFldI2EqYZLalv4As14MCtmsl2DlomA9WbfdgxGyvofA1rtonzIREYkLlTBJeSVlFRSVllOQm01ezkZGuVZXB+++nPlCMFL27fvB/a06Qe/oWrLeB+n6lyIi0mBUwiSllZRVMGJcEZXVNWSmRygcXbDxIlbbsgXB6NjM52Hmi7DiR8CC7S/6DgpGyroMgEhavL8EERFJUVqYLymtqLScyuoaahyqqmsoKi2PrYS17hRc/3KXYVCzOhgZm/lCMHX5ytXB5rEts4PRsT7RUbLWneL/BYmISJOgEiZJryA3m8z0CFXVNWSkRyjIzd70J4mkQbf84HbAGPipPDpK9kJw+/ghwIKRsT6DgpGyrnkaJRMRkc2m6UhJCTGtCdtcNTXw3QdrC9ncd4OLkbfIgu2Pgh2HBBcvT8to2NcVEZGkpzVhIg1p+Y/BnmRfPANfPA2VS6FFB+g3OChkPffRCJmIiAAqYSLxU7UyGB379NGglFX9BK06Q79jYcfjocde2v5CRKQJ08J8kXjJaA47HB3cKpcH17b89FF4fxK8exe02Qb6HRcUsm67q5CJiMjPNBImEg+rlsGXz8CnU4N3W65eBW27wY7HQf8h0GU3XUZJRKQJ0HSkSJhWLgnWjn36aLAfWU0VtM8JRsf6D4Gtd1YhExFJUSphIoliRQV8/lRQyEpfgZpq6NB7bSHr3E+FTEQkhaiEiSSi5T/CjGnBlOXXrwbbXnTcLihjA0ZA++5hJxQRkS2kEiaS6JYtgBmPwydToeyNYIuL/kNh4K9gq35hpxMRkc2kEiaSTBbNgaLboGR8sOVF30Nh4KWQs7emKkVEkkxdJUzvlxdJNO27w+H/hF9/Agf+H8x7D8YfCeMOgRlPBDv4i4hI0lMJE0lULTvA/r8LythR18PyhfDASBi7O5RMgOpVYScUEZEtoBImkugyWsDuo+Hi92DovZDZCp64BG7aCV6/EVYuDjuhiIhsBpUwkQRTUlbB2JdnUlJWse6BSFrwzslz/genPQ5b7QgvXA437AjP/QWWfBdKXhER2Ty6bJFIAikpq2DEuCIqq2vITI9QOLqAvJysdU8yg9wDgtt3H8IbN8Nb/w0W8+8yDPb+FXTaNoz4IiKyCTQSJpJAikrLqayuocahqrqGotLyuh+wzS4w9G645H3IGwUfPxKsGZsyHOa80yiZRURk86iEiSSQgtxsMtMjpBlkpEcoyM2O7YFZPeGo64JF/Pv/Ab55E+4eBPccDl88o3dUiogkIO0TJpJgSsoqKCotpyA3+5dTkbGq/AnemxhMUy6eA512gIGXBBvApmc2bGAREdkobdYq0lStrgoui/TGf+CHT6BtVyi4APJOh2Ztwk4nIpLytFmrSFOVlgE7nwTnvQ4jHoEOufDcn+HGHeHFK2DZ/LATiog0WSphIk2BGfQ9BEZNh9EvQa/94bUb4Mb+8MSlUD4r7IQiIk2OSphIU9MtD4ZNhItLYMAp8MFkuCUPHjwN5pWEnU5EpMlQCRNpqrJ7wzH/gUs/hn1+DbNegbsOgvFHw1cvQJKtFxURSTYqYSJNXZut4JC/BdtbHHpVMDVZeALcvi989BCsrg47oYhISlIJE9kMG720UDJr3hb2vhh+9SEceyusroRHR8PNu8LbdwTbXoiISIPRFhUimyimSwulgpoa+OpZeP0mmFMELTrAHucEt1YxbiIrItLEaYsKkQa0yZcWSlaRCGx3BJz1LJz5LPQogP9dHWxv8dTvoGJ22AlFRJKaLuAtsonWXFqoqrpm0y4tlMx6FAS3+Z/Dm7dA8b3w7t2w4/Ew8Fewzc5hJxQRSTqajhTZDA1yaaFktngevH0bFI+HyqXQ+yAYeCn02i/Yk0xERABdtkhE4mXFIii+B4pug5/mwzYDYJ9LYYfBEEkLOZyISPi0JkxE4qNFe9j3smCvsWP+A6uWwkOjgs1f370bqlaEnVBEJGGphInIlstoDnmj4KJ34aSJ0LIDPHkZ3LQTvHotLP8x7IQiIglHJUxEGk4kDfoNhtEvwunTg+nJl64KrlH5zJ9g8dywE4qIJAy9O1JEGp4Z9No3uH3/Cbx5M7x9O7xzB+x0Iux9CWzVL+yUIiKh0kiYiMTX1v1hyJ3wqw9g97Phs8fhtr2g8CQoe1PXqBSRJiuuJczMDjezL8xsppmN2cDxHmb2spm9b2YfmdmR8cwjIiFq3wOOuBp+/Skc+GeYVwz3HgF3D4IZ04Md+kVEmpC4lTAzSwPGAkcA/YBTzGz9+Yf/Ax50912Bk4Fb45VHRBJEyw6w/+/h0k/gyOtg2Xx4YASM3QPeuw+qV4WdUESkUcRzJGwPYKa7l7p7JXA/cOx65zjQNvpxO+DbOOYRkUSS2RL2OBsufg9OuBsyWsC0i+GmnYPrVa5cHHZCEZG4imcJ6wrMqfX53Oh9tV0OjDSzucBTwMVxzCMiiSgtHXYaCue+CqdOhc7bwwt/C95R+fxfYcl3YScUEYmLsBfmnwKMd/duwJHARDP7RSYzO8fMis2seMGCBY0eUkQagVlw+aPTHodzXoE+hwTXqfzPzvD4RbDom7ATiog0qHiWsHlA91qfd4veV9tZwIMA7v4W0BzouP4Tufud7p7v7vmdOnWKU1wRSRhddoUT74WLS2C30+Djh2BsAbx9B9SsDjudiEiDiGcJexfoa2a9zCyTYOH9tPXO+QY4GMDMdiAoYRrqEpFAh1w46no+Pv4FylrvAk//Hu45HBZ8EXYyEZEtFrcS5u7VwEXAs8AMgndBfmpmV5jZ4OhpvwHONrMPgSnAKE+2K4qLSFyVlFVw4v1zOfD7C/l9zQVUL/gSbt8H/nctVFeGHU9EZLPFdcd8d3+KYMF97fv+Wuvjz4CB8cwgIsmtqLScyuoaatx4pGofth94HGcuuR1evgo+ewwG3wJddws7pojIJgt7Yb6ISJ0KcrPJTI+QZpCRHmGX7bcN1oudPBmWl8O4g+G5/4PK5WFHFRHZJJZss3/5+fleXFwcdgwRaUQlZRUUlZZTkJtNXk7W2gMrFgXbWLw3AbJ6BaNivfYNLaeIyPrMrMTd8zd4TCVMRJLe16/CtEug4mvIGwWDroDm7cJOJSJSZwnTdKSIJL9e+8H5b8LeFweXPhq7J3z+VP2PExEJkUqYiKSGzJZw6FUw+gVo0QHuPwUeOgOWadcbEUlMKmEiklq65gU77h/4Z/h8OozdHT58AJJs6YWIpD6VMBFJPemZsP/v4dzXILsvTD0HCk+ERXPqf6yISCNRCROR1NV5ezjzGTj8Gih7A24tgHfugpqasJOJiKiEiUiKi6RBwXlwQRF03wOe+i2MPxIWfhV2MhFp4lTCRKRpyMqBkY/CcbfB/Blw20B47XpYXRV2MhFpolTCRKTpMIMBw+HCd2C7w+HFK+CuA+HbD8JOJiJNkEqYiDQ9bbaCk+6DYZNg2Xy46yB4/m9QtSLsZCLShKiEiUjTtcMxcOHbwejYGzcFU5Sz3wg7lYg0ESphItK0tciCY/8Lpz0ONdXBov3pv4aVS8JOJiIpTiVMRAQg9wC44C3Y6yIoGR9sZ/Hls2GnEpEUphImIrJGZis47B9w1vPQrC1MPgkeGQ0/LQw7mYikIJUwEZH1dcuHc1+FA/4Inz4GY/eAjx/WpY9EpEGphImIbEh6JhwwBs57DbJ6wSNnweRhsHhu2MlEJEWohImI1KXzDnDWc3DYv2D2azC2AN69W5c+EpEtphImIlKfSBrsdUGwcL9bHjx5GUw4GhbOBKCkrIKxL8+kpKwi5KAikkzSww4gIpI0snrCqY/BB4Xw7J/g9oHMHXApp729Eyuqjcz0CIWjC8jLyQo7qYgkAY2EiYhsCjPYdWRw6aO+g+hWfDX325/ZntlUVddQVFoedkIRSRIqYSIim6PN1jBsErMOvI2trYKpmX9leMbLFORmh51MRJKESpiIyBbovf9w5g1/he877M6VkbvI++AvULUy7FgikgRUwkREttCA7XLJufhJ2O938P5EuOcwWPRN2LFEJMGphImINIRIGhz0f3DyFPixFO7YH2a9FHYqEUlgKmEiIg1p+yPhnFeCNWMTh8Cr12lPMRHZIJUwEZGGlt0bRr8AOw2Fl66EB0bCysVhpxKRBKMSJiISD5mtYMhdcPg18NWzcOcB8MNnYacSkQSiEiYiEi9mUHAenD4dKn+CcQcHFwIXEUElTEQk/nL2gnNfhW12CS4E/swfYXVV2KlEJGQqYSIijaHN1nD6E7Dn+VB0K0wYDEt/CDuViIRIJUxEpLGkZcARV8MJd8N3H8Ad+8E3RWGnEpGQqISJiDS2nYYG757MbAnjj4Ki28E97FQi0shUwkREwrDVjnD2y9BnEDzzB3j07GDxvog0GSphIiJhadEeTp4c7LT/8cMwbhCUzwo7lYg0EpUwEZEwRSLBNSdHPgJLv4U7D4Qvng47lYg0ApUwEZFE0OdgOOd/0KEnTDkZXroKalaHnUpE4iimEmZmETPb1cyOMrODzKxzvIOJiDQ5WTlw5rMwYCS8ei0UngjLfww7lYjESXpdB82sN/AH4BDgK2AB0BzY1syWA3cAE9xdV6cVEWkIGS3g2P9C993hqd/BnfvDSROhy4Cwk4lIA6tvJOwqYBLQ290Pc/eR7j7U3XcGBgPtgFPjHVJEpEkxg7xRcMYzUFMD9xwG7xeGnUpEGph5ku1Nk5+f78XFxWHHEBFpHD8thIfPhK//B3lnwBHXQHqzsFOJSIzMrMTd8zd0rM7pyOiDtweOBbpG75oHTHP3GQ0XUURENqhVRxj5KLx0JbxxE3z/EZx0HyWLWlFUWk5BbjZ5OVlhpxSRzVDfmrA/AKcA9wPvRO/uBkwxs/vd/eo45xMRkbR0GPR36JoHj11A1a37cvPyC3ituh+Z6REKRxeoiIkkofrWhJ0F7O7uV7v7pOjtamCP6DEREWks/QbD2S+xNK0d90T+wemRp6mqrqGotDzsZCKyGeorYTVAlw3cv030mIiINKZO21I2ZDovks/fMiby54xCCnppFEwkGdW3JuxS4EUz+wqYE72vB9AHuCiOuUREZCN27dONklH389Hzf+LMbx+A4ubQ7TYt2BdJMnWWMHd/xsy2JZh+rL0w/11311bOIiIhyevVEc6+A97oBy/8DZb+ACcXBtejFJGkUN/C/A7RD7+M3tZoZ2a4u7ZyFhEJixnscym07QqPnQ/3HA4jH4Z23cJOJiIxqG86sgRwwAjWgX0bvd+i9+fGL5qIiMRk5xOhdWd4YCSMGxQUsa12DDuViNSjzoX57t7L3XPdvRcwI/px7pr7GymjiIjUJ3d/OONpwIMRsa9fDTuRiNQjpgt4RyXX1voiIk3N1v3hrOehbReYOAQ+fjjsRCJSh00pYSIikujad4czn4Hue8AjZ8EbN0OSXZ5OpKmob2H+ZbU+7bze57j7DXFJJSIim69FVnCpo8fOg+f/AkvmwWH/hEha2MlEpJb6Fua3qfXxXet9LiIiiSqjOZxwD7TpAkVjYcm3MOROyGgRdjIRiaqvhH0FPOvuuiaGiEiyiUTg8H9Cu67w7J9g4gI4eTK07FD/Y0Uk7upbE9YdeMjMXjOzy81sTzOzxggmIiINZK8LYei9MK8keOfkom/CTiQi1L9FxTXufhBwJPAhcCbwnplNNrPTzGyrxggpIiJbqP8QOHUqLPsexh0C330UdiKRJi+md0e6+1J3n+ru57r7rsBVQCfgvrimExGRhtNzHzjzWYikw71HwqyXwk4k0qTFvEWFmXU1s73NbD+gI8H1Iw+LXzQREWlwnXeA0S9A+x5QeCJ8eP86h0vKKhj78kxKyipCCijSdNS3MB8AM7sGGAZ8Bqy5cLcD2pJZRCTZtO0CZz4dXOZo6rnBFhb7XEbJN4sYMa6IyuoaMtMjFI4uIC8nK+y0IikrphIGHAds5+6r4phFREQaS/N2MOIRePwCePEKWDyPt1ueS2V1DTUOVdU1FJWWq4SJxFGsJawUyABUwkREUkV6Jhx/ZzAy9sZ/GN7jG+5MH8nS6gwy0iMU5GaHnVAkpdW3Y/4tBNOOy4EPzOxFahUxd78kvvFERCSuIhEYdAW07Ub7p3/P61sv5IG+1zJguz4aBROJs/pGwoqj/y0BpsU5i4iIhGXPc6DN1rR+9GzO+vICKHgcUAkTiac6S5i7T2isICIiErJ+g6FlNkw+KdjC4vRpwbsoRSQu6tyiwsyeMLNjzCxjA8dyzewKMzszfvFERKRR9RwIpz4Gy38MitiPpWEnEklZ9e0TdjawL/C5mb1rZk+Z2Utm9jVwB1Di7vfEPaWIiDSe7rsHo2CVPwVFbMGXYScSSUnm7rGdaNYT2AZYAXzp7svjmGuj8vPzvbi4uP4TRURky/zwKdx3bPDxadNgq37h5hFJQmZW4u75GzoW84757j7b3d9y9w/CKmAiItKIttoRRj0VXOZo/FHw7QdhJxJJKTGXMBERaYI6bQtnPAWZrWDCYJirmQiRhqISJiIideuQGxSxlh2C6cmyN8NOJJISVMJERKR+7XsERaxtF5h0ApS+EnYikaRX3xYVH5vZRxu7NVZIERFJAG27wKgnIasXFJ4EXz4XdiKRpFbfSNjRwDHAM9HbiOjtqehNRESaktadYdR06Lw93D8cZjwRdiKRpFVnCXP3MncvAwa5++/d/ePobQxwaH1PbmaHm9kXZjbTzMZs5JyTzOwzM/vUzCZv3pchIiKNpmWHYMuKLgPgwdPh44d/cUpJWQVjX55JSVlF4+cTSRL1XTtyDTOzge7+RvSTval/KjMNGAsMAuYC75rZNHf/rNY5fYE/AgPdvcLMOm/OFyEiIo2sRXs4dSpMHgaPng2rK2HAcCAoYCPGFVFZXUNmeoTC0QW6GLjIBsS6MP8s4FYzm21mZcCtQH2XK9oDmOnupe5eCdwPHLveOWcDY929AsDd58ceXUREQtWsDYx4GHrtB4+dD8XBBVSKSsuprK6hxqGquoai0vKQg4okpphGwty9BNjFzNpFP18cw8O6AnNqfT4X2HO9c7YFMLM3gDTgcnd/Zv0nMrNzgHMAevTQxWRFRBJGZks45QF48FSY/muoXkVB7slkpkeoqq4hIz1CQW522ClFElKs05GY2VHAjkBzMwPA3a9ogNfvCxwAdANeNbOd3H1R7ZPc/U7gTgguW7SFrykiIg0pozkMK4SHz4BnxpB38AoKR59BUWk5BbnZmooU2YiYSpiZ3Q60BA4ExgFDgXfqedg8oHutz7tF76ttLvC2u1cBX5vZlwSl7N1YcomISIJIz4QTx8PUc+HFv5O3/yryDhgD0f/TLiK/FOuasL3d/TSgwt3/DuxFdCqxDu8Cfc2sl5llAicD09Y75zGCUTDMrGP0OUtjzCQiIokkLQOG3AUDRsD/roYXLgfX5IXIxsQ6Hbki+t/lZtYFKAe2qesB7l5tZhcBzxKs97rH3T81syuAYnefFj12qJl9BqwGfufuWsEpIpKsImkw+L+Q3gzeuCm4+PfBfwk7lUhCirWETTez9sC1wHuAE0xL1sndf7Gpq7v/tdbHDlwWvYmISCqIRODI66GmGl67Lihk+/8+7FQiCSfWd0deGf3wETObDjSP8R2SIiLSFEUicPR/YHUVvPyPYKpyn1+HnUokocS6ML8l8Bugh7ufbWY9zGxfd58e33giIpK0IhE4dmywkesLl0NaJux1YdipRBJGrNOR9wIlBAvyIXiX40OASpiIiGxcJA2OvyMoYs/+KShie5wddiqRhBDruyN7u/u/gSoAd18O6H3HIiJSv7QMOOEe2PYIeOq3UDIh7EQiCSHWElZpZi0IFuRjZr2BVXFLJSIiqSU9E06aAH0OgSd+BR9MCTuRSOhiLWF/A54BuptZIfAioLe6iIhI7NKbwbBJwbUmH78APnkk7EQioYr13ZHPm9l7QAHBNOSv3H1hXJOJiEjqyWgBp0yBSUPhkbMhkgH9BoedSiQUsY6EATQHKoAlQD8z2y8+kUREJKVltoIRD0LXvOB6k188HXYikVDEukXFNcAw4FOgJnq3A6/GKZeIiKSyZm1g5MNw37Hw4Glw8hToe8jPh0vKKnQBcEl5sW5RcRywnbtrMb6IiDSM5u3g1Kkw4Rh4YAQMfwByD6CkrIIR44qorK4hMz1C4egCFTFJSbFOR5YCGfEMIiIiTVCLLDj1ceiQC1NOgbI3KSotp7K6hhqHquoaikp1SWFJTXWOhJnZLQTTjsuBD8zsRWptTeHul8Q3noiIpLxW2XDa4zD+KCg8kYMHTeCW9AhV1TVkpEcoyM0OO6FIXNQ3HVkc/W8JMC3OWUREpKlq3RlOmwbjj2T7F85g6nGTeGlJV60Jk5Rm7h52hk2Sn5/vxcXF9Z8oIiLJZ/FcuPdIWLkYRj0JW/cPO5HIFjGzEnfP39CxTdmiQkREJL7adYPTn4CMljBpCPxYGnYikbhRCRMRkcSSlRO8a3J1JUw8HpZ+H3YikbhQCRMRkcTTeXsY8TAsWwATh8CKirATiTS4+t4d+QTRi3ZviLvrWhMiIhIf3fLh5ElQeBJMPjkYHctsGXYqkQZT30jYdcD1wNfACuCu6G0ZMCu+0UREpMnrfRCcMA7mvA0PnQ6rq8JOJNJg6hwJc/f/AZjZ9eut7H/CzPQWRRERib8dj4MVN8L0S+Gx8+H4OyGi1TSS/GK9bFErM8t191IAM+sFtIpfLBERkVryz4AVP8KLVwS77B/xbzALO5XIFom1hP0aeMXMSgEDcoBz45ZKRERkfftcBst/hLf+Cy2z4YAxYScS2SIxlTB3f8bM+gLbR+/6XBfzFhGRRmUGh14VvFPylX9Biw6w5zlhpxLZbDGVMDNrCVwG5Lj72WbW18y2c/fp8Y0nIiJSixkcc3NQxJ7+XTA1ufOJYacS2Syxrmy8F6gE9op+Pg+4Ki6JRERE6pKWDkPvhZx94LHz4Mvnwk4kslliLWG93f3fQBWAuy8nWBsmIiLS+DKawylTYKsd4cHT4JuisBOJbLJYS1ilmbUgunGrmfUGtCZMRETC07wtjHgE2naBySfB95+EnUhkk8Rawi4HngG6m1kh8CLw+3iFEhERiUnrTnDaY5DRKnrB76/DTiQSs5hKmLs/BwwBRgFTgHx3fyV+sURERGLUvketC34fpwt+S9KIqYSZ2YvAnu7+pLtPd/eFZnZnnLOJiIjERhf8liQU63RkL+APZva3Wvflb+xkERGRRrfmgt8Lvwwu+F25POxEInWKtYQtAg4GtjKzJ8ysXfwiiYiIbKbeB8EJd/3igt8lZRWMfXkmJWUaIZPEEetli8zdq4ELzGwU8DqQFbdUIiIim2vH42HFop8v+F2Sdw0j7n6HyuoaMtMjFI4uIC9H/4RJ+GItYbev+cDdx5vZx8CF8YkkIiKyhWpd8DujPEJl9WBq3KiqrqGotFwlTBJCndORZtY2+uFDZtZhzQ34Gvht3NOJiIhsrn0ug70uYudvH+DSjMdIM8hIj1CQmx12MhGg/pGwycDRQAnBRq21d8l3IDdOuURERLaMGQy6Epb/yCUfTmaXHXNpve/5GgWThFFnCXP3o6P/7dU4cURERBpQJAKDb4GVi9j/i3/Dbv2BwWGnEgHqKWFmtltdx939vYaNIyIi0sDS0uGEu+G+wfDo2dC6M/QoCDuVSL3TkdfXccyBgxowi4iISHxktoRTHoC7B8HkYXDW89Bp27BTSRNX33TkgY0VREREJK5aZcPIR4IiNukEGP08tNk67FTShMW6WStm1t/MTjKz09bc4hlMRESkwXXoBcMfhOXlUHgirFoadiJpwmK9duTfgFuitwOBf6OVjSIikoy67gYnTYAfPoUHT/t5V32RxhbrSNhQgssWfe/uZwC7ALp0kYiIJKe+g+CY/8Csl2DaxeAediJpgmLdMX+Fu9eYWXV0A9f5QPc45hIREYmv3U6FJfPglX9B265w8F/CTiRNTKwlrNjM2gN3EWzcugx4K16hREREGsX+fwiK2GvXQbuukH9m2ImkCYmphLn7BdEPbzezZ4C27v5R/GKJiIg0AjM46kZY+j08+RtovTVsf2TYqaSJ2JR3R+5sZoOB3YA+ZjYkfrFEREQaSVo6DL0XttkFHj4T5rwbdiJpImJ9d+Q9wD3ACcAx0dvRccwlIiLSeJq1huEPQZutYMowKJ8VdiJpAmJdE1bg7v3imkRERCRMrTvByEejm7kOCXbVb90ZgJKyCopKyynIzdYFwKXBxDod+ZaZqYSJiEhqy+4dbOa69AeYfBKsWkZJWQUjxhVx/XNfMGJcESVlFWGnlBQRawm7j6CIfWFmH5nZx2amhfkiIpJ6uuXDiffCdx/Cw2fw9qwfqKyuocahqrqGotLysBNKioh1OvJu4FTgY6AmfnFEREQSwHZHwFHXw/RfcxJZ3Jx+HFXVTkZ6hILc7LDTSYqItYQtcPdpcU0iIiKSSPLPhMXz6PjadbyUtw1T252qNWHSoGItYe+b2WTgCWDVmjvd/dG4pBIREUkEB/0fLJlHlw9u4sLBfSDn1LATSQqJtYS1IChfh9a6zwGVMBERSV1mMPgWWPYDPPEraNsF+hwcdipJEfWWMDNLA8rd/beNkEdERCSxpGXAiRPg3iPgwdPhzKdh653CTiUpoN53R7r7amBgI2QRERFJTM3bBltXNGsDhSfBkm/DTiQpINYtKj4ws2lmdqqZDVlzi2syERGRRNKuK4x4EFYtCYrYyiVhJ5IkF2sJaw6UAwehyxaJiEhTtfVOcNIEmP8ZPDQKVleFnUiSWEwL8939jHgHERERSQp9DoGjb4QnLoEnfwPH/CdYwC+yiWK9gHc3M5tqZvOjt0fMrFu8w4mIiCSkvNNh39/AexPg9RvCTiNJKtbpyHuBaUCX6O2J6H0iIiJN00F/gZ1OhBevgI8fDjuNJKFYS1gnd7/X3aujt/FApzjmEhERSWxmcOxYyBkIj50Ps98IO5EkmVhLWLmZjTSztOhtJMFCfRERkaYrvRkMmwTtc+D+4bDwq7ATSRKJtYSdCZwEfA98BwwFtFhfRESkZQcY+XCwqeukE2DZgrATSZKIqYS5e5m7D3b3Tu7e2d2Pc/dv4h1OREQkKWT1ZMaBd1G15HuWTRgKVSvCTiRJoM4tKszsr3Ucdne/soHziIiIJJ2SsgpGPL6S/Wsu4Lb5N1Ex6QyyTp8MkVgnnKQpqu+346cN3ADOAv4Qx1wiIiJJo6i0nMrqGp5dvTv/XD2CrLKn4YW6xjFE6hkJc/fr13xsZm2AXxGsBbsfuH5jjxMREWlKCnKzyUyPUFVdwyQ7inO2j9D5zVsgqxfsflbY8SRB1btjvpl1AC4DRgATgN3cvSLewURERJJFXk4WhaMLKCotpyA3m87dDoX7f4Cnfgvte0DfQWFHlARU53SkmV0LvAssBXZy98tVwERERH4pLyeLCw/sQ15OFqSlw9B7YKv+wTUmv/8YCNaOjX15JiVl+qdUwNx94wfNaoBVQDVQ+0QjWJjfNr7xfik/P9+Li4sb+2VFREQ23ZLvYNzB4M5HRzzCSVPKqKyuITM9QuHogqCwSUozsxJ3z9/QsTpHwtw94u4t3L2Nu7etdWsTRgETERFJKm23geEPwqqldHnydDKqf6LGoaq6hqJS7Xne1Om9syIiIvG0dX84aTzZy2fx38xbyLTVZKRHKMjNDjuZhCyuJczMDjezL8xsppmNqeO8E8zMzWyDw3UiIiJJrc8h2FHXs799wKM9H6PwrD01FSnxK2FmlgaMBY4A+gGnmFm/DZy3ZuuLt+OVRUREJHT5Z8DAX9H/u0fI+7Yw7DSSAOI5ErYHMNPdS929kmBvsWM3cN6VwDXAyjhmERERCd/Bl0O/Y+G5v8Bn08JOIyGLZwnrCsyp9fnc6H0/M7PdgO7u/mRdT2Rm55hZsZkVL1igC6OKiEiSikTg+DugWz48eg7MLQk7kYQotIX5ZhYBbgB+U9+57n6nu+e7e36nTp3iH05ERCReMlrAyVOgdWeYMgwqysJOJCGJZwmbB3Sv9Xm36H1rtAH6A6+Y2WygAJimxfkiIpLyWneCEQ/B6kqYfBKsWBR2IglBPEvYu0BfM+tlZpnAycDPE+DuvtjdO7p7T3fvCRQBg91dO7GKiEjq67QdDCuE8lnw4GlQXRl2ImlkcSth7l4NXAQ8C8wAHnT3T83sCjMbHK/XFRERSRq99oXBN8PX/4Mnfw11XMVGUk+9F/DeEu7+FPDUevf9dSPnHhDPLCIiIglpwHComA3/uwayesF+vw07kTSSuJYwERERicEBfwyK2EtXQlZP2Glo2ImkEaiEiYiIhM0MBt8Ci+fCYxdAu27QoyDsVBJnunakiIhIIkhvBsMmQfvuMOWUYMG+pDSVMBERkUTRsgMMfzAYGSs8EZb/GHYiiSOVMBERkUSS3RtOngyL57J0wjBue/EzSsoqwk4lcaASJiIikmh6FFC6z3W0+eEdurzyG0aMe0tFLAVpYb6IiEgCepq9WV49jN+lP8A31VtRVLoteTlZYceSBqQSJiIikoAKcrMZ8dJx9Fj9AxenT2X26r2APmHHkgak6UgREZEElJeTReHovfjxgKtZ0mVfer75Jyh9JexY0oBUwkRERBJUXk4W5x+8A21PK4SO28IDp8H8GWHHkgaiEiYiIpLomrcLtq7IaB5sXbH0h7ATSQNQCRMREUkG7bsHRWz5jzBlGFT+FHYi2UIqYSIiIsmiywAYeg989yE8MhpqVoedSLaASpiIiEgy2e5wOPwa+OIpePbPYaeRLaAtKkRERJLNnudAxWwoGgtZPaHgvLATyWZQCRMREUlGh14Ji8rgmTHMrMzi2dV5FORma0PXJKLpSBERkWQUSYMhd/FTx53p8uLFPPf804wYV6TLGyURlTAREZFkldmSB/peSzltGZdxLZ2rf6CotDzsVBIjlTAREZEktsv223JuzRgyqeLezGsY2FUrjZKFSpiIiEgSy8vJ4srRJ/DSgJvolbaQAW9cCNWrwo4lMVAJExERSXJ5OVkcf/wwIsfdCmWvw2MXQE1N2LGkHhqzFBERSRU7nwiL58CLf4f2PeCQv4WdSOqgEiYiIpJK9vk1LPoGXr8huNRR/plhJ5KNUAkTERFJJWZw5HWwZB48+Rto2w22PTTsVLIBWhMmIiKSatLSYei9sPVO8NAo+Pb9sBPJBqiEiYiIpKJmrWH4g9CyA0weFkxRSkJRCRMREUlVbbaGEQ9D1UqYNBRWaDf9RKISJiIikso6bw8nF1LzYynzbj+B90q/DzuRRKmEiYiIpLiSSH9+X30uXReX8N34MyiZrUsbJQKVMBERkRRXVFrOo1V786+qUzgq8iaRF/4adiRBJUxERCTlFeRmk5keYVzN0UysOZxd506Ct8aGHavJ0z5hIiIiKS4vJ4vC0QUUlZbTr+dYeOfX8OyfgoX7/U8IO16TpRImIiLSBOTlZJGXkxV80u0umLgQpp4HrTpDr33DDddEaTpSRESkqcloDqdMhg65cP8I+OHTsBM1SSphIiIiTVGLrGAPscyWMOkEWDQn7ERNjkqYiIhIU9W+e1DEKn+CQm3m2thUwkRERJqyrfvDyYVQPgumDA9215dGoRImIiLS1PXaD46/Hb55E6aeAzWrw07UJKiEiYiICOw0FA79B3z2ODzzR3APO1HK0xYVIiIiEtj7IljyLRSNhXZdYeCvwk6U0lTCREREZK1Dr4Kl38Hzf4XWW8Muw8JOlLI0HSkiIiJrRSJw/O0s2XovVj92Pl+98WjYiVKWSpiIiIiso2Tecg6cdzYzVnen23Pn8vm7L4QdKSWphImIiMg6ikrLqahuzqjKPzCfLHo+ewbMnxF2rJSjEiYiIiLrKMjNJjM9QoW146yaP5GW0QwmDtGu+g1MC/NFRERkHXk5WRSOLqCotJyC3L3JaJYP9x4JE4+HM5+FVtlhR0wJGgkTERGRX8jLyeLCA/uQl5MV7Ko//H5YPCe4vNGqZZSUVTD25ZmUlOlSR5tLI2EiIiJSv5y9Yei98MBIFk84mVFzzuWn6giZ6REKRxcEZU02iUbCREREJDbbHwmDb6bdt6/xT8biXkNVdQ1FpeVhJ0tKKmEiIiISu11HMjd/DMekvcWVGePJSDcKcrVGbHNoOlJEREQ2SbejxvD9ygpGfnIHB+/Ul21yjgw7UlJSCRMREZFNY8bWJ1wDzSrZpuQ26NwZ9r0s7FRJRyVMRERENp0ZHHU9VC6DF/8OzdvC7qPDTpVUVMJERERk80TS4LjbYNUyePK3kNlGF/zeBFqYLyIiIpsvLQNOHA8994HHzofPnww7UdJQCRMREZEtk9EcTpkCXQbAQ6Og9JWQAyUHlTARERHZcs3awIiHIbsPTBkOc94NO1HCUwkTERGRhtGyA5w6FVp3hsIT4PtPwk6U0FTCREREpOG02RpOexwyW1M14VgmPfmSri+5ESphIiIi0rCycvjk4AksXb6Kg94Zze/HTVMR2wCVMBEREWlw//sxi1Or/kgrVnBP5Co+njEj7EgJRyVMREREGlxBbjaz0nIZVTWGbJZy8owLYdn8sGMlFJUwERERaXB5OVkUji7gkEFHMfeo+2i+/Hu471j4qTzsaAlDO+aLiIhIXOTlZJGXkwX0gY73w+STYOJxcPo0aJEVdrzQaSRMRERE4i93fxhWCAs+h4nHw4pFYScKnUqYiIiINI6+h8CwScH+YROPh5WLw04UKpUwERERaRQlZRWMndebmQfeBt9/DBOHwMolYccKjUqYiIiIxF1JWQUjxhVx/XNfcPRzrZl5wFj47gOYdEKTLWIqYSIiIhJ3RaXlVFbXUONQVV3Ds6vz4MTx8O17UDgUVi0NO2KjUwkTERGRuCvIzSYzPUKaQUZ6hILcbNjhGBh6D8wtZtndx3HnCx81qZ31VcJEREQk7tbsG3bZodtROLogunUF0O9YZu1/M81/eI/dXj2Lc8c1nWtNqoSJiIhIo8jLyeLCA/usLWBRz3gBl1Rfwi42i3vsKt7/ojSkhI1LJUxERERCVZCbzUuRAi6ovpTt7RuGf34R/LQw7FhxpxImIiIioVozVTngkOGUHXY3LZeUwvijYekPYUeLq7iWMDM73My+MLOZZjZmA8cvM7PPzOwjM3vRzHLimUdEREQS05qpyr57HwcjHoZF38D4I2HxvLCjxU3cSpiZpQFjgSOAfsApZtZvvdPeB/LdfWfgYeDf8cojIiIiSaLXvnDqo8FI2L1HQEVZ2IniIp4jYXsAM9291N0rgfuBY2uf4O4vu/vy6KdFQLc45hEREZFk0aMATnscVi6C8UdB+aywEzW4eJawrsCcWp/Pjd63MWcBT8cxj4iIiCSTbnlw+hNQ+VNQxBZ8GXaiBpUQC/PNbCSQD1y7kePnmFmxmRUvWLCgccOJiIhIeLbZBUY9CTWrgzViP3wadqIGE88SNg/oXuvzbtH71mFmhwB/Bga7+6oNPZG73+nu+e6e36lTp7iEFRERkQS1VT844ymIpAcjYnOLw07UIOJZwt4F+ppZLzPLBE4GptU+wcx2Be4gKGDz45hFREREklnHvnx82AMs9pasHn80zHwh7ERbLG4lzN2rgYuAZ4EZwIPu/qmZXWFmg6OnXQu0Bh4ysw/MbNpGnk5ERESasJKyCk584FsGLf4zX1Z1xguHwccPhx1ri6TH88nd/SngqfXu+2utjw+J5+uLiIhIaigqLaeyuob53p6TK//CU51vo+sjZwU76xecF3a8zZIQC/NFRERE6lKQm01meoQ0g1XprflhcCFsfzQ88wd48UpwDzviJovrSJiIiIhIQ1hzaaOi0nIKcrPZLScLek6AJ38Nr10HPy2Ao26AtOSpNsmTVERERJq0vJws8nKy1t6Rlg7H3AytOgdFbHk5nHA3ZDQPL+Qm0HSkiIiIJC8zOPgvcPg18Pl0mHQCrFwcdqqYqISJiIhI8is4D4aMgzlFcO9RwXUnE5xKmIiIiKSGnU+E4Q/Aj7NYdechTHrqZUrKKsJOtVEqYSIiIpI6+hzCjMMKWb6kgiPePpV/j5uYsEVMJUxERERSyktLe3BC1eUs9ZZMiFzB/LcfCjvSBqmEiYiISEopyM3m27SunFj1d2bQk8M/+z2v33c5JbN/DDvaOlTCREREJKWs2VNs1KG78+Vhk3nW92Cf0huZec9oSr5OnEtVq4SJiIhIysnLyeLCA/uwcFWECysvZmz1YIZFXqTz4yNgRWKsEVMJExERkZRVkJtNRno6N6w+mTE159N1yfsw7hAonxV2NMyT7FpL+fn5XlxcHHYMERERSRIlZRU/X+4ozz+DB0YEB4ZNgp77xPW1zazE3fM3dEyXLRIREZGUtu7ljgbC6Bdhysmw5NtQc6mEiYiISNOS3RvOex3Sm4UaQ2vCREREpOkJuYCBSpiIiIhIKFTCREREpMkpKatg7MszQ72kkdaEiYiISJNSUlbBiHFFVFbXkJkeoXB0Qa2F+41HI2EiIiLSpBSVllNZXUONQ1V1DUWl5aHkUAkTERGRJqUgN5vM9AhpBhnpEQpys0PJoelIERERaVLWXFvy5w1cQ5iKBJUwERERaYLW3cA1HJqOFBEREQmBSpiIiIhICFTCREREREKgEiYiIiISApUwERERkRCohImIiIiEQCVMREREJAQqYSIiIiIhUAkTERERCYFKmIiIiEgIVMJEREREQqASJiIiIhIClTARERGREJi7h51hk5jZAqAsxtPbAYvjGGdLhZEvXq/ZUM+7pc+zOY/f1MfEen5HYOEmZkl1if43CY2fMdH/Jrf0ufQ3mdj0Nxn/18xx904bPOLuKXsD7gw7Q6Lli9drNtTzbunzbM7jN/UxsZ4PFDf2zzfRb4n+NxlGxkT/m9zS59LfZGLf9DcZ7mum+nTkE2EHqEcY+eL1mg31vFv6PJvz+E19TKL/XiWyZPjeNXbGRP+b3NLn0t9kYkuG710q/Vu5jqSbjhRJFmZW7O75YecQkYD+JiXRpPpImEiY7gw7gIisQ3+TklA0EiYiIiISAo2EiYiIiIRAJUxEREQkBCphIiIiIiFQCRMREREJgUqYSEjMrJWZFZvZ0WFnEWnqzGwHM7vdzB42s/PDziNNg0qYyCYys3vMbL6ZfbLe/Yeb2RdmNtPMxsTwVH8AHoxPSpGmoyH+Jt19hrufB5wEDIxnXpE1tEWFyCYys/2AZcB97t4/el8a8CUwCJgLvAucAqQB/1rvKc4EdgGygebAQnef3jjpRVJPQ/xNuvt8MxsMnA9MdPfJjZVfmq70sAOIJBt3f9XMeq539x7ATHcvBTCz+4Fj3f1fwC+mG83sAKAV0A9YYWZPuXtNPHOLpKqG+JuMPs80YJqZPQmohEncqYSJNIyuwJxan88F9tzYye7+ZwAzG0UwEqYCJtKwNulvMvp/jIYAzYCn4hlMZA2VMJEQufv4sDOICLj7K8ArIceQJkYL80Uaxjyge63Pu0XvE5Fw6G9SEp5KmEjDeBfoa2a9zCwTOBmYFnImkaZMf5OS8FTCRDaRmU0B3gK2M7O5ZnaWu1cDFwHPAjOAB9390zBzijQV+puUZKUtKkRERERCoJEwERERkRCohImIiIiEQCVMREREJAQqYSIiIiIhUAkTERERCYFKmIiIiEgIVMJEJCmZWXszu6DW513M7OE4vM7lZjbPzK7YyPHZZtbRzFqY2QdmVmlmHRs6h4ikHpUwEUlW7YGfS5i7f+vuQ+P0Wje6+1/rOsHdV7j7AODbOGUQkRSjC3iLSLK6GuhtZh8AzwNjgenu3t/MRgHHAa2AvsB1QCZwKrAKONLdfzSz3tHHdQKWA2e7++d1vaiZZQNTgK4Eu7Rbg39lItIkaCRMRJLVGGCWuw9w999t4Hh/YAiwO/APYLm770pQnE6LnnMncLG75wG/BW6N4XX/Brzu7jsCU4EeW/ZliEhTpZEwEUlVL7v7UmCpmS0Gnoje/zGws5m1BvYGHjL7eTCrWQzPux9BucPdnzSzioaNLSJNhUqYiKSqVbU+rqn1eQ3B//ZFgEXRdVwiIo1O05EikqyWAm0298HuvgT42sxOBLDALjE89FVgePQxRwBZm5tBRJo2lTARSUruXg68YWafmNm1m/k0I4CzzOxD4FPg2Bge83dgPzP7lGBa8pvNfG0RaeLM3cPOICKSsMzscmCZu18X4/mzgXx3XxjPXCKS/DQSJiJSt2XAORvbrHWNNZu1AhkE685EROqkkTARERGREGgkTERERCQEKmEiIiIiIVAJExEREQmBSpiIiIhICFTCRERERELw/z41Uqc2CuskAAAAAElFTkSuQmCC\n", + "image/png": 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", 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" ] @@ -401,7 +403,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"Normalized head (h/H0)\")\n", "plt.title(\"Model results - three layers model\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -605,7 +607,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -623,7 +625,7 @@ "plt.semilogx(t, hm_1[0] / H0, label=\"ttim\")\n", "plt.xlabel(\"time(d)\")\n", "plt.ylabel(\"h/H0\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -789,7 +791,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -807,7 +809,7 @@ "plt.semilogx(t, hm_2[0] / H0, label=\"ttim\")\n", "plt.xlabel(\"time(d)\")\n", "plt.ylabel(\"h/H0\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -917,13 +919,6 @@ "* Duffield, G.M., 2007. AQTESOLV for Windows Version 4.5 User's Guide, HydroSOLVE, Inc., Reston, VA.\n", "* Yang, Xinzhu (2020) Application and comparison of different methodsfor aquifer test analysis using TTim. Master Thesis, Delft University of Technology (TUDelft), Delft, The Netherlands." ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Next Notebook: [Slug Test 3 - Multiwell](slug3_multiwell.ipynb)" - ] } ], "metadata": { diff --git a/docs/04pumpingtests/slug3_multiwell.ipynb b/docs/04pumpingtests/slug3_multiwell.ipynb index 74806e7..452920f 100644 --- a/docs/04pumpingtests/slug3_multiwell.ipynb +++ b/docs/04pumpingtests/slug3_multiwell.ipynb @@ -30,12 +30,14 @@ "jupyter": { "source_hidden": true }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [ { "data": { - "image/png": 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zRadLuljSWWb2dPLjUwHzAAAAAIigYFNyu/v/SbJQ+wcAAAAAKQcmWgAAAACAkChFAAAAACKNUgQAAAAg0ihFAAAAACKNUgQAAAAg0ihFAAAAACKNUgQAAAAg0ihFAAAAACKNUgQAAAAg0ihFAAAAACKNUgQAAAAg0ihFAAAAACKNUgQAAAAg0ihFAJCn3nnnXxo61DRixCCNGDFIJ598qK64YoKam5/bpcdta2vTjTd+Saec8mGNHDlY55xznP70p3lp19+y/y0fw4YV6etfv3br/cuWPa+JE89SSckeOv30IzVv3q+33rd8+T908cWf0qhRe+m44w7ULbdco02bNu1SfgAAdhSlCADyVFPT09prr320bNlaLVu2Vr///SKNGnWszj//VL3wQvNOP25HxyYdfPAwzZnzqJqb39VXv/pNXXXVJC1f/o+U62/Z/7Jla/X00yu1++4DdP75EyVJmzZt0qWXlurss89XU9M/9Z3v3KNrr71IL764VJJ0882Ttc8+++upp17X/PlPKx5/VHV1d+90dgAAdgalCADyVFPT0xo16titt/feex/dcMM39JGPnKAHH7xvpx934MAP6cYbb9WwYcPVp08fnXPO+Tr00MP07LNPdrvt3LlztO++++vUU8dIkl54oVlvvPGarrzyBhUVFemMM87SySefrjlzZkqSXn31ZV1wwSTtvvvu2n//A3XmmeeppaVp6+M9+OB9+sIXzlVl5dUaNWovnXHGSC1dukT33nuHTj75UB199L56+OFf7fTXCgCARCkCgLz13HOLNHr0cR9YfuSRJVq5csU2yy655HwdddSeKT8uueT8LvezatUbeumlpSouHt1tptmz6zRhwiUys7TruLtaWhKX+F1++fVqbPyF1q9fp9dfX6E//3mePvGJ87auu2TJM3rmmSc0fvwELV78lo466iO66KJxkqTHHntR11//Dd1xxze7zQUAQFf6hg4AANg5S5Y8rauumvKB5atXv6sDDjhom2U/+9lvd2ofGzdu1DXXfFETJpTryCNLuly3tfUVxeOP6vbb3z9LdcQRxdp33/31wx9O0xVX3KDHHvuz4vFH9dGPfkKSFIt9TA88cI+Ki4eoo6NDEyeW67zzyjp9jc/o2murNGbMJyVJI0aMUltbmy6//DpJUnHx0eroYAwSAGDXcKYIAPJQW1ubli17fpvL5ySpo6NDTzzxmGKxj+/yPjZv3qyvfOVi7bbbbvrWt+7sdv36+pk65ZQzdOihh21d1q9fP913X4P++Me5Ou64A/XjH9+uCy6YpIMOOkSbN2/WF794nsaN+4yWLXtPixe/pXff/Ze+9a2vbd3++eef1dlnv38ma9myJR+4fcQRXZc1AAC6QykCgDzU0vKcioqKNGLEUdssnznzR9ptt910zjkXbLP8oovGfWCWuC0fWy5H68zddeONX9KqVW/onnvmqF+/ft1mqq//mSZOLP/A8lGjjtGcOY+qqelt/fznv9crr7yk4447Re+880+tWPGqLr30GvXv3197772PLrzwUv3pTw9LSpx5am9v1+GHj9z6WE1NT29zyeDzzz+b8hJCAAB2BJfPAUAv27SpY5fXe+65RRoxYtTWsrJixXLdf/+PNXPmjzRz5sMfKDH3359+Su1UKiuv1rJlz+uXv/yDBgwY0O36jz/+mFauXLF11rnOlix5VocfPlLum1VXd7fefPN1TZpUof79++vQQw/Tz372Q1111U167721mj27TkcddUxyu2dUUvIR9emT+PvdmjWr1dr6ikaNOqbTYz+jc88t26GvDQCA7VGKAKAXHVUyTCedOFIbNrR3u+7eew/SAQfsmfK+pqan9fzzz2rkyMHq27ev9tlnf40Zc7bmzXtCw4YN36WMra2v6P77f6z+/fvruOMO3Lr8O9/5sT7zmS9KSpx5OuWUMfrKV26WlJhgYdy4z2jQoMEfeLw5c2bqwQfv1caNG3XqqWP04IOPqH///pKkn/zkV7r11ut1993fUZ8+RTr99LN0663Tk1/jMx84KzR8+JEaMGCgpMTlfc3Nz3GmCACwy8zdQ2fosWOPPcnnzXsidAwASUOHmuLxeOgYQcRiMa1YkT+vnwAARMXQofaku5+0I9swpggAAABApFGKAAAAAEQapQgAAABApFGKAAAAAEQapQgAAABApFGKAAAAAEQapQgAAABApFGKAAAAAEQapQgAAABApFGKAAAAAEQapQgAAABApFGKAAAAAEQapQgAAABApFGKAAAAAEQapQgAAABApFGKAAAAAEQapQgAAABApFGKAAAAAEQapQgAAABApFGKAAAAAEQapQgAAABApFGKAAAAAEQapQgAAABApFGKAAAAAERa39ABdsSLL7ZowoQzQ8cA0MnVV18dOkIwvB4BAFAY8qoUtbe3afnyF0PHAJBUVFSkRYsWhY4RRFFREa9HAILbb7/9emU/q1at6pX9AKHkVSnae++9deGFF4aOAaALEydODB0ho2bPnh06AgCk1VuvubwWIp/cfvvtO7wNY4oAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkUYoAAAAARBqlCAAAAECkBS1FZnaembWY2QtmVhkyCwAAAIBoClaKzKxI0l2SxkkaJenzZjYqVB4AAAAA0RTyTNEpkl5w95fcvV3SLySVBswDAAAAIIL6Btz3UEnLO91ulXRqoCwAMqShoUE1NTVp74/H41s/Ly8vV0tLS8r1SktLVVVVJUlqbm5WRUVF2sesra1VSUmJJKm6ulqNjY0p1ysuLlZdXd3W27FYLO1jVlZWqqysLO39AJAreut198Ybb9z1sECOClmKesTMrpR0pSQdtP+euuzcAwMnAtCVmX96O3SEjOI1B0AuW9OL++L1EPni9tt3fBtz98wn6cmOzU6TdKu7n5u8XSVJ7l6dbpujRw7zWXdd10sJAeyMNUPGhI6QMQ0NDeq/fpkmjU9/RgkAQpk1N662ASOyflZ7y1n1pvnTsrofIFNGj53ypLuftCPbhDxT9LikEWZ2mKQVkj4n6QsB8wDYRYkD9NsFc9nZlstRKEUActFtd8yRpIJ5zQVCClaK3H2TmV0j6feSiiT91N2bQuUBsOs4QAMAgHwUdEyRuz8s6eGQGQAAAJBebW2tBq5dFDoGkFU5P9ECAAAAwikpKdHg1atCxwCyKuT7FAEAAABAcJQiAAAApFVdXa2p0+tDxwCyilIEAACAtBobG1U/b2HoGEBWMaYIANKIx+MavHpB6BgAkFLT/GkF9d5wQEiUIgAZwwEaAADkIy6fAwAAABBplCIASKO8vFwTJ88IHQMAUpo4eYbKy8tDxwAKApfPAciYiZNnqKPoXtXV1YWOkhEtLS2hIwBAWkteWBE6AlAwKEUAMoYDNAAUnuLiYhV1rA0dA8gqShEAAADSqqurYyZOFDzGFAEAAACINEoRAAAAgEjj8jkA2EnnXPxt/dcNE3TaCSN3+jGeef4V/aD292p6oVVFffro5GOO0M2TS7XfPkMymBQAdl4sFpOUeC+6nsrE6+MLr7yhm//nF1r++tuSpFEjhqpqcpmO/PABO/2YQDqUIgBIo7S0VP3aV2Z1H6vXrNfE8adqxomXqKioj751V4Nuuf2XuufbV2R1vwDy34Rxp2rjbgeGjpE1++8zRNO/cbEOPmAvbd7sevChxzTl2/fr1z++MXQ0FCBKEYCMKbQDdFVV1Q4PLv77My+q8jsP6pLPjNF9v/yz+hT10fWXjtO/nXtyyvXHnFKyze0vfPqjKr/pRzudGUB03HbDBK0ZMiZ0jB7b0dfHIYMGaMigAZIk12b1KTK9+trbvRkZEUIpApAx+XaAzpa3/rlGa97boD89+A397amluuG/Z+qsj47WHoMHdrvtE4tf5tIQAAVrZ14fY//2Da1b367N7rrmkrG9mBZRwkQLAJBGc3Ozmpa27vB2ffv20dUXna1+fYv0sVOO0sDdd9M/Wld1u13LS6/phw88opuuGL8zcQFETNPSVjU3N4eOsUN25vUx/uv/VvzX/61bvlymo44c2ktJETWcKQKQMU1LW7VuULNKSkq6XzkPVFRUSNqxwcWStOeQD6lvUdHW27vvvpvWrW/Ta2/+S5++/Ltblz/x0Le2fv7Kird01S33qerqUp34kcN3LTiASJh0zR2SpHg8HjhJz+3M66MkDRywmy48P6YzJt6m39w7RfvsNajXMiMaKEUAMiYfD9C96eD99/rAgV6SXnvjX7q88h5d9cWz9emzTwyQDADCSvf62Nlmd21oa9ebb79LKULGUYoAYBds2rRZbe0bt97u6OjYoe3feOtdXfbVH+kLn/6oLjz/tEzHA4BdVllZqf7rl+3wdrv6+vjYk0u11x4f0sjDDtL6De36fu3vNGTQQB1+6P47nAXoDqUIAHbBVV+/b5vbx48evkPbz5m3UMtf/6fumvmI7pr5yNbl3f3FFAB6S1lZ2Q7PxCnt+uvjmvfW69t3NWjlW+9q9/799JHiYfrxt7+k/rv12+EsQHcoRQCwkx6ZefMurzf54rGafDGzKQEoLJl4fTz3Y8fq3I8dm6lIQJeYfQ4AAABpNTQ0aNZcxoqisHGmCAAAAGnV1NRIkiaNjwVOAmQPpQgA0qitrdXAtYtCxwCAlGbdeZ3WDTo+dAygIFCKAGRMoR2gS0pKNHh192+6CgAhjB55iNYMKYz3hQNCoxQByBgO0AAAIB8x0QIApFFdXa2p0+tDxwCAlKZOr1d1dXXoGEBBoBQByJhCO0A3Njaqft7C0DEAIKX6eQvV2NgYOgZQEChFADKGAzQAAMhHjCkCAABAWvF4XINXLwgdA8iqtKXIzE7owfYb3X1xBvMAAAAAQK/q6kzRo5Iel2RdrHOYpOGZDAQAAAAAvamrUvS4u5/V1cZm9qcM5wEAAEAOKS8vV1HHWs2++/rQUYCsSVuKuitEPV0HAPJVcXGxijrWho4BACmNOnKoOooGZX0/LS0tWd8HEFqPJlows2OUuExu6/ru/qssZQKQp3rrAN1b6urqGFwMIGfNvvt6rRkyJnQMoCB0W4rM7KeSjpHUJGlzcrFLohQB2AYHaAAAkI96cqYo5u6jsp4EAAAAAALoyZu3/s3MKEUAIicWi2n02CmhYwBASqPHTlEsFgsdAygIPTlT9DMlitFKSW1KTNHt7n5MVpMByDtbCkQ8Hg+cBAAAoOd6Uoruk3SxpMV6f0wRAAAAIqC0tFT92leGjgFkVU9K0Sp3fyjrSQAAAJBzqqqqmIkTBa8npWiRmf1c0m+UuHxOElNyAwAAACgMPSlFA5QoQ2M7LWNKbgAAgAhobm7WwLWtGj3ykNBRgKzpthS5+6W9EQQAAAC5p6KiQpLUNH9a2CBAFqUtRWZ2pbvf09XGPVkHAPJVZWWl+q9fFjoGAKQ09brPqm3AiNAxgILQ1ZmiSjN7q4v7TdJ1kihFACQV3gG6rKyMwcUActak8TGtGTImdAygIHRVih6VdEE32z+SwSwA8hwHaAAAkI/SliLGEgGIuoaGBvVfv0yTxvOO8QByz6y5cbUNeFtlZWWhowB5ryezzwFAjxTaAbqmpkaSKEUActJtd8yRpIJ5zQVCohQByBgO0AAAIB91W4rM7DB3f7m7ZQAAACg8tbW1Grh2UegYQFb16cE6c1Isq890EAAAAOSekpIS3rgVBa+r9ykqkTRa0h5m9plOdw2RtHu2gwEAAABAb+jq8rliSedL2lPbTs29RtIVWcwEAACAHFFdXa1+7St12w0TQkcBsqarKbkbJTWa2Wnu/rdezAQAAIAc0djYKEmUIhS0nsw+94KZ3SxpeOf13f2ybIUCgFwQj8c1ePWC0DEAIKWm+dN4w2wgQ3pSiholLZD0B0kd2Y0DIJ9xgAYAAPmoJ6VooLt/LetJAAAAACCAnkzJ/Vsz+1TWkwBAjikvL9fEyTNCxwCAlCZOnqHy8vLQMYCC0NWU3GskuSSTdLOZtUnamLzt7j6kdyICyBcTJ89QR9G9qqurCx0lI1paWkJHAIC0lrywInQEoGB0Nfvc4N4MAiD/cYAGgMJTXFysoo61oWMAWdXtmCIzOyHF4nclveLumzIfCQAAALmirq6OmThR8Hoy0cLdkk6QtDh5+yOSnpO0h5ld7e7zsxUOAAAAALKtJxMtvCbpeHc/0d1PlHScpJcknSPpf7KYDQAAAACyrielaKS7N2254e5LJJW4+0vZiwUAAIBcEIvFNHrslNAxgKzqyeVzTWb2Q0m/SN6+UNISM+uvxGx0AFCQSktL1a99ZegYAJDShHGnauNuB4aOARSEnpSiCkmTJV2fvP1XSTcpUYg+kZVUAPJSoR2gq6qqGFwMIGfddsMErRkyJnQMoCB0W4rcfb2k25Mf22N+RgBbcYAGAAD5KO2YIjOblfx3sZk9u/1H70UEgDCam5vVtLQ1dAwASKlpaauam5tDxwAKQldniq5L/nt+bwQBkP+alrZq3aBmlZSUhI6SERUVFZKkpvnTwgYBgBQmXXOHJCkejwdOAuS/tKXI3V9P/vuKmX1Y0gh3/4OZDehqOwDRxQEaAADko27LjZldIelKSXtLOkLSIZJ+JOmT2Y0GAACA0CorK9V//bLQMYCs6skZny9LOkXSQkly92Vmtn9WUwEAACAnlJWVMRMnCl5P3ry1zd3bt9wws76SPHuRAAAAAKD39KQUPWpmN0saYGbnSJot6TfZjQUAAIBc0NDQoFlzGSuKwtaTy+cqJX1J0mJJ/y7pYUn3ZjMUAAAAckNNTY0kadL4WOAkQPb05M1bN0v6SfIDACKjtrZWA9cuCh0DAFKaded1Wjfo+NAxgILQk9nnTpd0q6QPJ9c3Se7uh2c3GoB8U2gH6JKSEg1evSp0DABIafTIQ7RmSGG8LxwQWk8un7tP0g2SnpTUkd04APIZB2gAAJCPejLRwrvuPs/d33T3t7d8ZD0ZAARWXV2tqdPrQ8cAgJSmTq9XdXV16BhAQUhbiszsBDM7QdKfzWyamZ22ZVlyOQBso9AO0I2NjaqftzB0DABIqX7eQjU2NoaOARSEri6fu3272yd1+twlnZX5OADy2ZYCUVVVFTgJAABAz6UtRe7+id4MAgAAgNwTj8c1ePWC0DGArOrJmCIAAAAAKFiUIgAAAACRRikCAABAWuXl5Zo4eUboGEBW9eTNWwdKulHSoe5+hZmNkFTs7r/NejoACKi4uFhFHWtDxwCAlEYdOVQdRYOyvp+Wlpas7wMIrSdv3vr/lHjj1tOSt1dImi2JUgRgG711gO4tdXV1DC4GkLNm33291gwZEzoGUBB6UoqOcPcLzezzkuTu68zMspwLQB7iAA0AAPJRT8YUtZvZACXem0hmdoSktqymAgAAAIBe0pMzRbdK+p2kYWb2gKTTJVVkMRMA5IRYLCZJapo/LXASAPig0WOnSEq8jxCAXdNtKXL3+Wb2pKSYJJN0nbu/lfVkAPIOB2gAAJCPejL73G8k/VzSQ+7+XvYjAQAAIFeUlpaqX/vK0DGArOrJ5XPflXShpBoze1zSLyT91t03ZDUZAAAAgquqqmImThS8nlw+96ikR82sSNJZkq6Q9FNJQ7KcDQAAAACyriezzyk5+9xnJV0l6WRJddkMBQAAgNzQ3NyspqWtoWMAWdWTMUWzJJ2ixAx0d0p61N03ZzsYAAAAwquoqJDETJwobD0ZU3SfpM+7e0emdmpm0yRdIKld0ouSLnX3dzL1+ACQCZWVleq/flnoGACQ0tTrPqu2ASNCxwAKQtpSZGZnufufJH1IUqmZbXO/u/9qF/b7iKQqd99kZt+RVCXpa7vweAByQKEdoMvKyhhcDCBnTRof05ohY0LHAApCV2eKPi7pT0qc0dmeS9rpUuTu8zvdjEuasLOPBSB3cIAGAAD5KG0pcvepyU//y91f7nyfmR2WwQyXSfplujvN7EpJV0rSQfvvmcHdAkDXGhoa1H/9Mk0aHwsdBQA+YNbcuNoGvK2ysrLQUYC815MxRXMknbDdsnpJJ3a1kZn9QdKBKe66xd0bk+vcImmTpAfSPY673yPpHkk6euQw70FeAIEU2gG6pqZGkihFAHLSbXfMkaSCec0FQupqTFGJpNGS9jCzz3S6a4ik3bt7YHc/u6v7zaxC0vmSPunulB2gAHCABgAA+airM0XFSpSWPbXtuKI1SryB604zs/MkfVXSx9193a48FgAAALKntrZWA9cuCh0DyKquxhQ1Smo0s9Pc/W8Z3u+dkvpLeiQ5q13c3a/K8D4AAACwi0pKSjR49arQMYCs6smYokVm9mUlLqXbetmcu1+2szt19yN3dlsAAAAAyKQ+PVhnphITJpwr6VFJhyhxCR0AAAAKXHV1taZOrw8dA8iqnpSiI939G5Lec/c6SeMlnZrdWAAAAMgFjY2Nqp+3MHQMIKt6cvncxuS/75jZ0ZJWSto/e5EAIDfE43ENXr0gdAwASKlp/jTeMBvIkJ6UonvMbC9J35D0kKRBkv4zq6kA5CUO0AAAIB91W4rc/d7kp49KOjy7cQAAAACgd3X15q3/0dWG7v69zMcBgNxRXl6uoo61mn339aGjAMAHTJw8Qx1F96quri50FCDvdXWmaHCvpQBQEArtAN3S0hI6AgCkteSFFaEjAAWjqzdvva03gwDIfxygAaDwFBcXq6hjbegYQFZ1O6bIzEZK+qGkA9z9aDM7RtKn3f2bWU8HAACAoOrq6piJEwWvJ+9T9BNJVUpOze3uz0r6XDZDAQAAAEBv6UkpGujuf99u2aZshAEAAACA3taTUvSWmR0hySXJzCZIej2rqQAAAJATYrGYRo+dEjoGkFU9efPWL0u6R1KJma2Q9LKkL2Y1FQDkgNLSUvVrXxk6BgCkNGHcqdq424GhYwAFoSdv3vqSpLPN7ENKnFlap8SYoleynA1Anim0A3RVVRWDiwHkrNtumKA1Q8aEjgEUhK7evHWIEmeJhkpqlPSH5O0bJT0r6YHeCAggf3CABgAA+airMUUzJRVLWizpCkl/ljRR0r+5e2kvZAOAoJqbm9W0tDV0DABIqWlpq5qbm0PHAApCV5fPHe7uH5EkM7tXickVDnX3Db2SDEDeaVraqnWDmlVSUhI6SkZUVFRIkprmTwsbBABSmHTNHZKkeDweOAmQ/7oqRRu3fOLuHWbWSiEC0BUO0AAAIB91VYqONbPVyc9N0oDkbZPk7j4k6+kAAAAQVGVlpfqvXxY6BpBVaUuRuxf1ZhAAAADknrKyMmbiRMHryZu3AgAAAEDBohQBAAAgrYaGBs2ay1hRFLZu37wVAAAA0VVTUyNJmjQ+FjgJkD2UIgBIo7a2VgPXLgodAwBSmnXndVo36PjQMYCCQCkCkDGFdoAuKSnR4NWrQscAgJRGjzxEa4YUxvvCAaFRigBkDAdoAACQj5hoAQDSqK6u1tTp9aFjAEBKU6fXq7q6OnQMoCBQigBkTKEdoBsbG1U/b2HoGACQUv28hWpsbAwdAygIlCIAGcMBGgAA5CPGFAEAACCteDyuwasXhI4BZBVnigAAAABEGqUIAAAAQKRRigAAAJBWeXm5Jk6eEToGkFWMKQKANIqLi1XUsTZ0DABIadSRQ9VRNCjr+2lpacn6PoDQKEUAMqa3DtC9pa6ujsHFAHLW7Luv15ohY0LHAAoCpQhAxnCABgAA+YgxRQAAAAAijVIEAGnEYjGNHjsldAwASGn02CmKxWKhYwAFgVIEIGM4QAMAgHzEmCIAAACkVVpaqn7tK0PHALKKUgQAAIC0qqqqmIkTBY/L5wAAAABEGqUIAAAAaTU3N6tpaWvoGEBWcfkcAAAA0qqoqJAkNc2fFjYIkEWUIgBIo7KyUv3XLwsdAwBSmnrdZ9U2YEToGEBBoBQByJhCO0CXlZUxuBhAzpo0PqY1Q8aEjgEUBEoRgIzhAA0AAPIREy0AQBoNDQ2aNTceOgYApDRrblwNDQ2hYwAFgTNFADJm1ty42ga8rbKystBRMqKmpkZS4gwYAOSa2+6YI0kF85oLhEQpApAxHKABAEA+ohQBAAAgrdraWg1cuyh0DCCrKEUAAABIq6SkRINXrwodA8gqJloAAAAAEGmUIgAAAKRVXV2tqdPrQ8cAsopSBAAAgLQaGxtVP29h6BhAVjGmCADSiMfjGrx6QegYAJBS0/xpvGE2kCGUIgAZwwEaAADkIy6fAwAAABBplCIASKO8vFwTJ88IHQMAUpo4eYbKy8tDxwAKApfPAciYiZNnqKPoXtXV1YWOkhEtLS2hIwBAWkteWBE6AlAwKEUAMoYDNAAUnuLiYhV1rA0dA8gqShEAAADSqqurYyZOFDzGFAEAAACINEoRAAAAgEijFAEAACCtWCym0WOnhI4BZBVjigAgjdLSUvVrXxk6BgCkNGHcqdq424GhYwAFgVIEIGMK7QBdVVXF4GIAOeu2GyZozZAxoWMABYFSBCBjOEADAIB8xJgiAEijublZTUtbQ8cAgJSalraqubk5dAygIHCmCEDGNC1t1bpBzSopKQkdJSMqKiokSU3zp4UNAgApTLrmDklSPB4PnATIf5QiABnDARoAAOQjShEAAADSqqysVP/1y0LHALKKUgQAAIC0ysrKmIkTBY+JFgAAAABEGqUIAAAAaTU0NGjWXMaKorBx+RwAAADSqqmpkSRNGh8LnATIHkoRAKRRW1urgWsXhY4BACnNuvM6rRt0fOgYQEGgFAHImEI7QJeUlGjw6lWhYwBASqNHHqI1QwrjfeGA0ChFADKGAzQAAMhHTLQAAGlUV1dr6vT60DEAIKWp0+tVXV0dOgZQEChFADKm0A7QjY2Nqp+3MHQMAEipft5CNTY2ho4BFARKEYCM4QANAADyEWOKAAAAkFY8Htfg1QtCxwCyijNFAAAAACKNUgQAAAAg0ihFAAAASKu8vFwTJ88IHQPIKsYUAUAaxcXFKupYGzoGAKQ06sih6igalPX9tLS0ZH0fQGiUIgAZ01sH6N5SV1fH4GIAOWv23ddrzZAxoWMABYFSBCBjOEADAIB8xJgiAAAAAJFGKQKANGKxmEaPnRI6BgCkNHrsFMVisdAxgIJAKQKQMRygAQBAPmJMEQAAANIqLS1Vv/aVoWMAWUUpAgAAQFpVVVXMxImCx+VzAAAAACKNUgQAAIC0mpub1bS0NXQMIKu4fA4AAABpVVRUSJKa5k8LGwTIIkoRAKRRWVmp/uuXhY4BAClNve6zahswInQMoCBQigBkTKEdoMvKyhhcDCBnTRof05ohY0LHAApC0FJkZjdK+q6k/dz9rZBZAOw6DtAAACAfBZtowcyGSRor6dVQGQCgKw0NDZo1Nx46BgCkNGtuXA0NDaFjAAUh5Jmi6ZK+KqkxYAYAGTRrblxtA95WWVlZ6CgZUVNTIylxBgwAcs1td8yRpIJ5zQVCClKKzKxU0gp3f8bMulv3SklXStJB+++Z/XAAdhoHaAAAkI+yVorM7A+SDkxx1y2Sblbi0rluufs9ku6RpKNHDvOMBQQAAEC3amtrNXDtotAxgKzKWily97NTLTezj0g6TNKWs0SHSHrKzE5x95XZygMAAIAdV1JSosGrV4WOAWRVr18+5+6LJe2/5baZ/UPSScw+BwAAACCEYLPPAQAAIPdVV1dr6vT60DGArApeitx9OGeJAAAAclNjY6Pq5y0MHQPIqqBv3goAuSwej2vw6gWhYwBASk3zp/GG2UCGUIoAZAwHaAAAkI+CXz4HAAAAACFRigAgjfLyck2cPCN0DABIaeLkGSovLw8dAygIXD4HIGMmTp6hjqJ7VVdXFzpKRrS0tISOAABpLXlhRegIQMGgFAHIGA7QAFB4iouLVdSxNnQMIKsoRQAAAEirrq6OmThR8BhTBAAAACDSKEUAAAAAIo1SBAAAgLRisZhGj50SOgaQVYwpAoA0SktL1a99ZegYAJDShHGnauNuB4aOARQEShGAjCm0A3RVVRWDiwHkrNtumKA1Q8aEjgEUBEoRgIzhAA0AAPIRY4oAII3m5mY1LW0NHQMAUmpa2qrm5ubQMYCCwJkiABnTtLRV6wY1q6SkJHSUjKioqJAkNc2fFjYIAKQw6Zo7JEnxeDxwEiD/UYoAZAwHaAAAkI8oRQAAAEirsrJS/dcvCx0DyCpKEQAAANIqKytjJk4UPCZaAAAAABBplCIAAACk1dDQoFlzGSuKwsblcwAAAEirpqZGkjRpfCxwEiB7KEUAkEZtba0Grl0UOgYApDTrzuu0btDxoWMABYFSBCBjCu0AXVJSosGrV4WOAQApjR55iNYMKYz3hQNCoxQByBgO0AAAIB8x0QIApFFdXa2p0+tDxwCAlKZOr1d1dXXoGEBBoBQByJhCO0A3Njaqft7C0DEAIKX6eQvV2NgYOgZQEChFADKGAzQAAMhHjCkCAABAWvF4XINXLwgdA8gqzhQBAAAAiDRKEQAAAIBIoxQBAAAgrfLyck2cPCN0DCCrGFMEAGkUFxerqGNt6BgAkNKoI4eqo2hQ1vfT0tKS9X0AoVGKAGRMbx2ge0tdXR2DiwHkrNl3X681Q8aEjgEUBEoRgIzhAA0AAPIRY4oAAAAARBqlCADSiMViGj12SugYAJDS6LFTFIvFQscACgKlCEDGcIAGAAD5iDFFAAAASKu0tFT92leGjgFkFaUIAAAAaVVVVTETJwoel88BAAAAiDRKEQAAANJqbm5W09LW0DGArOLyOQAAAKRVUVEhSWqaPy1sECCLKEUAkEZlZaX6r18WOgYApDT1us+qbcCI0DGAgkApApAxhXaALisrY3AxgJw1aXxMa4aMCR0DKAiUIgAZwwEaAADkIyZaAIA0GhoaNGtuPHQMAEhp1ty4GhoaQscACgJnigBkzKy5cbUNeFtlZWWho2RETU2NpMQZMADINbfdMUeSCuY1FwiJUgQgYzhAAwCAfEQpAgAAQFq1tbUauHZR6BhAVlGKAAAAkFZJSYkGr14VOgaQVUy0AAAAACDSKEUAAABIq7q6WlOn14eOAWQVpQgAAABpNTY2qn7ewtAxgKxiTBEApBGPxzV49YLQMQAgpab503jDbCBDKEUAMoYDNAAAyEdcPgcAAAAg0ihFAJBGeXm5Jk6eEToGAKQ0cfIMlZeXh44BFAQunwOQMRMnz1BH0b2qq6sLHSUjWlpaQkcAgLSWvLAidASgYFCKAGQMB2gAKDzFxcUq6lgbOgaQVZQiAAAApFVXV8dMnCh4jCkCAAAAEGmUIgAAAACRRikCAABAWrFYTKPHTgkdA8gqxhQBQBqlpaXq174ydAwASGnCuFO1cbcDQ8cACgKlCEDGFNoBuqqqisHFAHLWbTdM0JohY0LHAAoCpQhAxnCABgAA+YgxRQCQRnNzs5qWtoaOAQApNS1tVXNzc+gYQEHgTBGAjGla2qp1g5pVUlISOkpGVFRUSJKa5k8LGwQAUph0zR2SpHg8HjgJkP8oRQAyhgM0AADIR5QiAAAApFVZWan+65eFjgFkFaUIAAAAaZWVlTETJwoeEy0AAAAAiDRKEQAAANJqaGjQrLmMFUVh4/I5AAAApFVTUyNJmjQ+FjgJkD2UIgBIo7a2VgPXLgodAwBSmnXndVo36PjQMYCCQCkCkDGFdoAuKSnR4NWrQscAgJRGjzxEa4YUxvvCAaFRigBkDAdoAACQj5hoAQDSqK6u1tTp9aFjAEBKU6fXq7q6OnQMoCBQigBkTKEdoBsbG1U/b2HoGACQUv28hWpsbAwdAygIlCIAGcMBGgAA5CPGFAEAACCteDyuwasXhI4BZBVnigAAAABEGqUIAAAAQKRRigAAAJBWeXm5Jk6eEToGkFWMKQKANIqLi1XUsTZ0DABIadSRQ9VRNCjr+2lpacn6PoDQKEUAMqa3DtC9pa6ujsHFAHLW7Luv15ohY0LHAAoCpQhAxnCABgAA+YgxRQAAAAAijVIEAGnEYjGNHjsldAwASGn02CmKxWKhYwAFgVIEIGM4QAMAgHzEmCIAAACkVVpaqn7tK0PHALKKUgQAAIC0qqqqmIkTBY/L5wAAAABEGqUIAAAAaTU3N6tpaWvoGEBWcfkcAAAA0qqoqJAkNc2fFjYIkEWUIgBIo7KyUv3XLwsdAwBSmnrdZ9U2YEToGEBBoBQByJhCO0CXlZUxuBhAzpo0PqY1Q8aEjgEUBEoRgIzhAA0AAPJRsIkWzOxaM2s2syYz+59QOQAgnYaGBs2aGw8dAwBSmjU3roaGhtAxgIIQ5EyRmX1CUqmkY929zcz2D5EDQGbNmhtX24C3VVZWFjpKRtTU1EhKnAEDgFxz2x1zJKlgXnOBkEJdPne1pBp3b5Mkd38zUA4AGcQBGgAA5KNQpWikpDFm9i1JGyTd5O6Pp1rRzK6UdKUkHbT/nr0WEAAAAFJtba0Grl0UOgaQVVkrRWb2B0kHprjrluR+95YUk3SypFlmdri7+/Yru/s9ku6RpKNHDvvA/QAAAMiekpISDV69KnQMIKuyVorc/ex095nZ1ZJ+lSxBfzezzZL2lcT/OAAAAAC9KtTscw2SPiFJZjZS0m6S3gqUBQAAAGlUV1dr6vT60DGArApVin4q6XAze07SLySVp7p0DgAAAGE1Njaqft7C0DGArAoy0YK7t0u6KMS+AWRfLJZ6CuvKysqtM9M1NDRsnfI6lXj8/fcHKi8vV0tLS8r1SktLVVVVJUlqbm5WRUVF2sesra1VSUmJpMRfPhsbG1OuV1xcrLq6OsXjcQ1evSDt4wFASE3zp2n02Cm9+poLFCrLpxM0ZrZK0iuhc2TQvuKywVzG85PbeH5yH89RbuP5yW08P7mN5ye3Fbv74B3ZINSU3DvF3fcLnSGTzOwJdz8pdA6kxvOT23h+ch/PUW7j+cltPD+5jecnt5nZEzu6TagxRQAAAACQEyhFAAAAACKNUhTWPaEDoEs8P7mN5yf38RzlNp6f3Mbzk9t4fnLbDj8/eTXRAgAAAABkGmeKAAAAAEQapShHmNmNZuZmtm/oLHifmU0zs2Yze9bMfm1me4bOBMnMzjOzFjN7wcwqQ+fB+8xsmJn92cyWmFmTmV0XOhM+yMyKzGyRmf02dBZsy8z2NLP65LHneTM7LXQmvM/Mbki+tj1nZg+a2e6hM0Wdmf3UzN40s+c6LdvbzB4xs2XJf/fq7nEoRTnAzIZJGivp1dBZ8AGPSDra3Y+RtFRSVeA8kWdmRZLukjRO0ihJnzezUWFToZNNkm5091GSYpK+zPOTk66T9HzoEEjpDkm/c/cSSceK5ylnmNlQSV+RdJK7Hy2pSNLnwqaCpFpJ5223rFLSH919hKQ/Jm93iVKUG6ZL+qokBnjlGHef7+6bkjfjkg4JmQeSpFMkveDuL7l7u6RfSCoNnAlJ7v66uz+V/HyNEr/QDQ2bCp2Z2SGSxku6N3QWbMvM9pD0MUn3SZK7t7v7O0FDYXt9JQ0ws76SBkp6LXCeyHP3/5X0z+0Wl0qqS35eJ6msu8ehFAVmZqWSVrj7M6GzoFuXSZoXOgQ0VNLyTrdbxS/dOcnMhks6XtLCwFGwrRlK/CFuc+Ac+KDDJK2S9P+Slzfea2YfCh0KCe6+QtJ3lbiy53VJ77r7/LCpkMYB7v568vOVkg7obgNKUS8wsz8krz3d/qNU0s2S/jN0xijr5vnZss4tSlwW9EC4pED+MLNBkuZIut7dV4fOgwQzO1/Sm+7+ZOgsSKmvpBMk/dDdj5f0nnpw2Q96R3JcSqkS5fVgSR8ys4vCpkJ3PDHVdrdXY/XthSyR5+5np1puZh9R4j/WM2YmJS7NesrMTnH3lb0YMdLSPT9bmFmFpPMlfdKZwz4XrJA0rNPtQ5LLkCPMrJ8ShegBd/9V6DzYxumSPm1mn5K0u6QhZna/u/OLXW5oldTq7lvOrtaLUpRLzpb0sruvkiQz+5Wkj0q6P2gqpPKGmR3k7q+b2UGS3uxuA84UBeTui919f3cf7u7DlXgxPIFClDvM7DwlLjP5tLuvC50HkqTHJY0ws8PMbDclBrk+FDgTkizxF577JD3v7t8LnQfbcvcqdz8kecz5nKQ/UYhyR/L4v9zMipOLPilpScBI2NarkmJmNjD5WvdJMRFGrnpIUnny83JJjd1twJkioGt3Suov6ZHk2by4u18VNlK0ufsmM7tG0u+VmPnnp+7eFDgW3ne6pIslLTazp5PLbnb3h8NFAvLKtZIeSP7R5yVJlwbOgyR3X2hm9ZKeUuKS+kWS7gmbCmb2oKQzJe1rZq2SpkqqkTTLzL4k6RVJk7p9HK4GAgAAABBlXD4HAAAAINIoRQAAAAAijVIEAAAAINIoRQAAAAAijVIEAAAAINIoRQAAAAAijVIEANglZtZhZk+bWZOZPWNmN5pZn+R9J5nZ97vYdriZfaH30n5g3+s7vZ9ST7e70MxeMLPfZikaAKCXUYoAALtqvbsf5+6jJZ0jaZwSb54nd3/C3b/SxbbDJQUpRUkvuvtxO7KBu/9S0uXZiQMACIFSBADIGHd/U9KVkq6xhDO3nFExs48nzyg9bWaLzGywEu86Pia57Ibk2ZsFZvZU8uOjyW3PNLO/mFm9mTWb2QNmZsn7Tjazx5Jnqf5uZoPNrMjMppnZ42b2rJn9e3fZk/tuNrNaM1ua3MfZZvZXM1tmZqdk7zsHAAipb+gAAIDC4u4vmVmRpP23u+smSV9297+a2SBJGyRVSrrJ3c+XJDMbKOkcd99gZiMkPSjppOT2x0saLek1SX+VdLqZ/V3SLyVd6O6Pm9kQSeslfUnSu+5+spn1l/RXM5vv7i93E/9ISRMlXSbpcSXOYp0h6dOSbpZUtnPfFQBALqMUAQB6y18lfc/MHpD0K3dvTZ7s6ayfpDvN7DhJHZJGdrrv7+7eKknJcUDDJb0r6XV3f1yS3H118v6xko4xswnJbfeQNEJSd6XoZXdfnHyMJkl/dHc3s8XJ/QEAChClCACQUWZ2uBKF5k1JR21Z7u41ZjZX0qeUOHNzborNb5D0hqRjlbjEe0On+9o6fd6hro9hJulad//9DsbvvI/NnW5v7mZ/AIA8xpgiAEDGmNl+kn4k6U539+3uO8LdF7v7d5S4NK1E0hpJgzuttocSZ342S7pYUlE3u2yRdJCZnZzcx2Az6yvp95KuNrN+yeUjzexDu/4VAgAKEX/1AgDsqgHJy9n6Sdokaaak76VY73oz+4QSZ12aJM1Lft5hZs9IqpV0t6Q5ZnaJpN9Jeq+rHbt7u5ldKOkHZjZAifFEZ0u6V4nL3Z5KTsiwSowHAgCkYdv9IQ8AgEgws+GSfuvuR+/Etmeq0wQRAID8xuVzAICo6pC0x868easSZ7T+lY1QAIDex5kiAAAAAJHGmSIAAAAAkUYpAgAAABBplCIAAAAAkUYpAgAAABBplCIAAAAAkfb/ARqt/WP1aKu8AAAAAElFTkSuQmCC\n", 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", 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" ] @@ -144,7 +146,7 @@ "ax.set_ylim([-6.1, 3])\n", "ax.set_xlabel(\"Distance [m]\")\n", "ax.set_ylabel(\"Relative height [m]\")\n", - "ax.set_title(\"Conceptual Model - Multi-Well Example\")" + "ax.set_title(\"Conceptual Model - Multi-Well Example\");" ] }, { @@ -409,7 +411,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -431,7 +433,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"Normalized Head: h/H0\")\n", "plt.title(\"Model Results - Single layer model\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -599,7 +601,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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CPcm/VRcIjQaL9RTfqVJK1X2J0WHMSEkmNXMvybHhp9zyOWTIEMaNG8eDDz6IMYbPP/+c999/H4CtW7fy888/M2jQIGbOnMkZZ5zB4cOHOXr0KJdccgmDBw8mNja2Wsd96qmneOqpp0qWf/vtN2655Ra+/vprIiIiTuk9VUejTfI+/9UoQt9uXejbrcuJrzmLYH+WO+nvWQ97N7ifr/7v8X0BrAEcC4kh2x5Nk6gEOnQbAG17Q0hb0EEmlFINTGJ0WI1d1uzfvz/jxo1jwIABAKSkpNCvXz+ysrLo1q0bU6ZM4cYbb6Rnz57cdtttHDx4kOHDh5Ofn48xhhdeeKFG4rjvvvs4fPgwV111FQBRUVHMnj27RvbtDTH17NaxpKQkk5aWViP7St+yv8Z+NdaYI3s9SX89uzJXsnpFGl3YSpSUmn2vSStoG+9O+G37uP8Nj3O3LiilVB2wZs0aevTo4e8w6p3yPjcRSTfGJFVnf406K9Tkr8Ya0zTc/YhK5tODG3m+8CxcBkLlCI8MgJHt98Ou5bBrBfzyBjgL3dtZAyGihyfx92YdMSzMa09SXGTde49KKaVqRaNO8nVd6UsK+bYQovsnQ+mE7SxyN/PvWvFH4l87F357n25AZ2Nh/eIodnc/ndbdz4DIJHeN39K4h0dQSqnGQpN8HVZlRxSrHdr0dD/6/sm9zhimz/+ZJYu/pY9sop9lE503/hfWzXS/HtgCIhOhQxJEngaRSaTvlrp32UIppdQp0yRfx530JQURevfowbM/HmSBIxG7WJhx/QASm+yG7WnugX6y02Hx5JL7/MNNW9q4uvLpgp4EXD2a3r16a8c+pZRqADTJN0DltwCEu+/57zfGXajgMOzM4KdFX5O38WfOsfzGKPkBZr0O30RCzGCIHgwxZ0DLWE36SilVD2mSb6CqbAEIbAYxZxAovbhxYyqOQgc9bDuZMvgYUYeWwabvYflH7rIh7djX+jR+t/amVd+L6B3ft3behFJKqVOiSb6RO77WfwZRxT8MjHF36tuyhH2rF+DYtJhzZDZseIr8+TEEdT8fOp8LMUMgqLl/34RSSpVx4MABZs6cye233w64p5j96aefuO666wBIS0vjvffe45VXXqnW/seNG8dll11W5Xj1pY0ePZq0tDTsdjsDBgzgjTfewG63V+v43tJu1orE6DDuOKfL8TV/EWjdFZJu5IOOj5Jc+BrnFkzmsaKx7LR3hIwP4MPrYFIneGcoLPona9IWMvX7dTrrnlLK7w4cOMDUqVNLlrOyspg5c2bJclJSUrUTfHWNHj2atWvXsmLFCo4dO8a0adN8fkytyasquW/ls7LF0Z4PLZFcPjyZTh2awrZf3M36m76DBU/SA2htmvPDwn6EnnctnZMvd18WUEqpWvbggw+yadMmEhISuOCCC1i8eDFr1qwhISGBsWPH0q9fPyZPnsyXX37JY489xubNm8nMzGTr1q28+OKLpKam8tVXX9GhQwfmzJlTaY07JiaGsWPHMmfOHIqKivjkk0/o3v3EeU8uueSSkucDBgyolWlnNcmrKlV4K1+nIe7H+Y/y9vylrPjhc86x/MZ5lqW0WLAIfrgTOp0JXS9medPTWZwbqLfpKdUYffWgexyPmtS2Nwx9tsKXn332WVauXFkySczChQtLknrxcmmbNm1iwYIFrF69mkGDBvHpp58yadIkrrjiCubOncuIESMqDadVq1YsW7aMqVOnMnny5Epr6UVFRbz//vu8/PLLXr3VU6FJXnmlqo58Cd278M8lQ5jjGEywzcWnl1rpdvBHWDcP5t1LH8DiiuF/CwYSOOpm4vtUa4RGpZTyiaFDh2K32+nduzdOp5OLL74YgN69e5OVlVXl9iNHjgQgMTGRzz77rNKyt99+O2eeeSZDhgw55birokle1Yiytf1u0WHAJXDhk8yY9y1bf/6UCy1p3G35CD77CJb0hJ7Doedw0o+2IXXzPq3lK9VQVVLjriuKp4C1WCzY7faS6WgtFgsOh6OyTY/b3mq1lpS/6KKLyMnJISkpqaRm//jjj7N7927eeOMNX7yNE2iSVzWm3Nq+CN3jk3gi1cG0osvpYDvAf07PJWrX/2Dhs7DwGUJNe5zOZP7+/Rk8mTJSE71S6pSFhISQl5dX4XJtmD9//nHL06ZNY/78+Xz33XdYaml4cU3yyufK1vLdt+ndDXm7WPTfdwhYP4eJ1s+5Uz4j95O34PQxEH8l6fuDdLhdpVS1hIeHM3jwYOLj4xk6dChPP/00VquVvn37Mm7cOPr161frMd16661ER0czaNAgwN3E/8gjj/j0mI16qlnlf+lb9jN6Wiphjr0Mt6fy59YZNN27AoOQanrymeMMvrMM4q2UszXRK1WP6FSz1aNTzaoG5fha/qU0jQ6D3etJ+/JN2mXN5p/2NzhiprN13oUw9DaIPp30rQe0hq+UUl7QJK/87oRr+a27Yjn3YS6edi59nGu5yvYDI/d+D9PnUBASxZKDA/mo6ExetbVmRkqyJnqllKqAJnlVJ7lr+INIzexKbOx4rO0CYM0cdi94i79YPmFiwCy+d/Vn59IboOP1pG87pLV7pZQqQ5O8qrNOqOH3vYac0IsYN+2/XGm+4yrrIlqt/AsFmyexOG8wM4vO5lVbS63dK6WUhyZ5Va8kRofxXMpwUjPPYGt0CK2O/UTu/6Zyl+Vjbg/4lK9cA9mckQ/mLL33XinV6GmSV/XO8TX8K8htdjYp0z7nGjOfUdZFhPw2jhXLYsl0XMjrlsFMTxmiiV4p1SjpLHSq3kuMDuPplCs4et5TbLx+KYu6PECQKeB5++t8Z/kzRQsmwdF9pG/Zz5QFG3WWPKUasaysLOLj46u17fTp05k4ceJJbfP666/Tu3dvEhISOOOMM1i9enW1jl1dWpNXDULp2n26/TYuX5fAwMLfSbF/xZCsqbief4d1RUOYVTSUV23t9bq9UqpWXHfdddx6660AzJ49m3vuuYevv/661o6vNXnV4BT3zB9wwVU0ufG/cNvPrG19EVfKAr4N+CvP8xIbf1+iNXul6piM3AymrZhGRm5GjezvhRdeID4+nvj4eF566aWS9Q6Hg9GjR9OjRw9GjRrF0aNHAff0tD179qRPnz7ce++9le573Lhx3HnnnZx++unExsYya9ascss1b9685PmRI0dKxsSvLVqTVw3S8dftwzg29GXOmzaU0WYeY6z/I2TZGJak92FJ0TBetfZiRsogrdkr5UcZuRnc9M1NFDoLCbAG8NaFb5EQkVDt/aWnp/Puu+/yyy+/YIxh4MCBnHXWWYSFhbFu3TrefvttBg8ezI033sjUqVMZP348n3/+OWvXrkVEOHDgQJXH2LlzJ0uWLGHt2rUMGzaMUaNGlVtuypQpvPDCCxQWFvL9999X+z1Vh9bkVaOQGB3GyykX4zrvUTaO+YWfOv2Zbmzhg4AneU8eJzttLulZ+7Rmr5SfpOWkUegsxIWLIlcRaTmnNnz5kiVLuOKKK2jatCnNmjVj5MiRLF68GICOHTsyePBgAMaMGcOSJUto0aIFQUFBTJgwgc8++4wmTZpUeYwRI0ZgsVjo2bMnOTk5FZa744472LRpE8899xxPPvnkKb2vk6VJXjUaidFh3HFOF/rFRRN49l853/UqjxWNJUpyGb7iDqzvXsgv/5vF6GmpmuiVqmVJbZIIsAZgFSt2i52kNtUaqt0rZZvMRQSbzcavv/7KqFGj+PLLL0vmk69M8fSyAMXzwDz88MMkJCSQkJBwQvlrrrmGL7744pRiP1ma5FWjlBgdxjspZ9L6/DvZMfZnFsY9RGv2817AM7wpT7Fh+c/+DlGpRiUhIoG3LnyLif0mnnJTPcCQIUP44osvOHr0KEeOHOHzzz9nyJAhAGzdupWff3b/H585cyZnnHEGhw8f5uDBg1xyySW8+OKL/P7779U67lNPPUVGRgYZGRkAbNiwoeS1uXPnEhcXd0rv62TpNXnVaB3XI996Mxev7cGfzHwmWj9nSPp14LgGznkYQjv6OVKlGoeEiIRTTu7F+vfvz7hx4xgwYAAAKSkp9OvXj6ysLLp168aUKVO48cYb6dmzJ7fddhsHDx5k+PDh5OfnY4zhhRdeqJE4XnvtNb799lvsdjthYWH8+9//rpH9ekunmlXKI33LflIz9zK4g42ELe9A6uvuF5JvhTPugeBQv8anVH2iU81Wj041q5SPHNcjv+s/4LSbYMFT8OMrsOw9OPN+OG0C2AIr35FSStURek1eqYqEdoQrXodbfoB2CTD/b/DaabBiFrhc/o5OKaWqpEleqaq06wM3fAFjPoPAEPh0Akw7D7KW+DsypZSqlE+TvIhcLCLrRGSjiDxYzutRIrJARH4TkeUicokv41HqlHQ5z12rH/E6HM6F6ZfCzD9B7pqSIjqKnlKqLvHZNXkRsQJTgAuAbGCpiMw2xpQenf/vwMfGmH+JSE9gHhDjq5iUOmUWKyRcC71GwC+vw+IX4F+nQ78xLI+7g9EzN1PocBFgs+j4+Eopv/NlTX4AsNEYk2mMKQQ+BIaXKWOA4oF9WwA7fBiPUjXHHgxn3A13ZsDAWyHjA3p8cha3m48INPkUOVykZu71d5RKqUbOl0m+A7Ct1HK2Z11pjwFjRCQbdy3+z+XtSERuFpE0EUnbvXu3L2JVqnqahsPFz8DEpeRFX8Cdts+ZH/gAZ9tWkBwb7u/olGq0Dhw4wNSpU0uWs7KymDlzZslyWload955Z7X3P27cuAonpanIhAkT6Nu3L3369GHUqFEcPny42sf3lr873l0LTDfGRAKXAO+LyAkxGWPeNMYkGWOSWrduXetBKlWllp1oOfY/rBv6ESFNmvC29RkS0x+EI1qbV8ofqkrySUlJvPLKK7UaU/FIesuXLycqKorXXnvN58f05X3y24HSQ4VFetaVNgG4GMAY87OIBAGtgFwfxqWUz3QbeDH0PxsWT4YlL8LG/8HFz0Lvq6CWp5hUqjF78MEH2bRpEwkJCVxwwQUsXryYNWvWkJCQwNixY+nXrx+TJ0/myy+/5LHHHmPz5s1kZmaydetWXnzxRVJTU/nqq6/o0KEDc+bMwW63V3ismJgYxo4dy5w5cygqKuKTTz6he/fuJ5QrnnbWGMOxY8dqZdpZXyb5pUCciHTCndyvAa4rU2YrcB4wXUR6AEGAtser+s0eBOf+HXpdAbPvhM9ugt8/hMtehLBof0enVK3b9fTTFKxZW6P7DOzRnbYPPVTh688++ywrV64sGUN+4cKFJUm9eLm0TZs2sWDBAlavXs2gQYP49NNPmTRpEldccQVz585lxIgRlcbTqlUrli1bxtSpU5k8eTLTpk0rt9z48eOZN28ePXv25Pnnn/f6/VaXz5rrjTEOYCIwH1iDuxf9KhH5h4gM8xT7K3CTiPwOfACMM/VtnF2lKtKmF0z4BoZOgm2/wNRk+HkKuJz+jkwpVcbQoUOx2+307t0bp9NZMgtd7969ycrKqnL7kSNHApCYmFhp+XfffZcdO3bQo0cPPvroo5oIvVI+HdbWGDMPd4e60useKfV8NTDYlzEo5VcWKwy8BbpdAnP/CvMfghWfwLBXoW1vf0enVK2orMZdVxRPG2uxWLDb7SVN6RaLBYfD4fX2Vqu1pPxFF11ETk4OSUlJx9XsrVYr11xzDZMmTWL8+PE1/VaOo2PXK1UbQjvCdR/Bqs/gqwfgjbNg8J1w1gOk78gnNXMvybHhel+9UjUkJCSEvLy8Cpdrw/z580ueG2PYtGkTXbp0wRjD7Nmzy71uX9M0yStVW0Qg/kqIPQe++T9Y8iL5v3/OKwfGsNjRUwfQUaoGhYeHM3jwYOLj4xk6dChPP/00VquVvn37Mm7cOPr161er8RhjGDt2LIcOHcIYQ9++ffnXv/7l8+PqVLNK+UvmQg5+fAct8rP5j+M8nnGO4fYL+3DHOV38HZlSp0ynmq2emp5q1t/3ySvVeMWezaar/se7rksZY/uO/wb8nXNCc/wdlVKqAdEkr5Qf9e/cnj4TpvDf3lOIblJIzy9HwM9TdSpbpVSN0CSvlJ8lRocx/Mox2CemQufz3PPWz7zKPdOdUvVYfbsc7G+++Lw0yStVVzRtBdd+AJdMds9VP3UQrP/G31EpVS1BQUHs3btXE72XjDHs3buXoKCgGt2v9q5Xqi4RgQE3QcwZMGuCu0Y/8FY4/3H3SHpK1RORkZFkZ2ejk4p5LygoiMjIyBrdpyZ5peqiiB5w0/fw7aPuees3L4ZRb5N+rK3eU6/qBbvdTqdOnfwdRqOnSV6pusoeBEOfc1+n/+/tuN44iy+LRvPvovMIsFn1nnqlVJX0mrxSdV3XC+G2n9jWPJFHLe8wxfYSgY7DpGbqNLZKqcppkleqPmgWwZ7h/+E51xgusKTzWcAjnNVyv7+jUkrVcZrklaonEmPCOX/Ck8xJ+BdRwQXEzx0Bq2f7OyylVB2mSV6peiQxOowrrrgG+22LoXU3+Ph6+PYxnb5WKVUuTfJK1UctOsD4ryBxPCx5Ef4zEo7oNXql1PE0yStVX9kC4fKXYNhrsOVnePMs2L6M9C37mbJgI+lb9Jq9Uo2d3kKnVH3X/3po0ws+vgHXOxfxadF4Piw6S6euVUppTV6pBqFDf7h5EdtDEnja8gZPWN/GOAr1NjulGjmtySvVUDQNJ3f4TL5+925uss0h1rqL4A4z/R2VUsqPvKrJi0hLEWnp62CUUqcmsVNr+k94lW+7PcZA63oS5o+CvZv8HZZSyk8qTPIiEiUiH4rIbuAX4FcRyfWsi6m1CJVSJyUxOozzr70byw3/haN7YNr5sOUnf4ellPKDymryHwGfA22NMXHGmC5AO+AL4MNaiE0pdSpiBkPKd9CkJfx7GGR84O+IlFK1rLIk38oY85ExpmSUDWOM0xjzIRDu+9CUUqcsvDOkfAvRg+CLW+G7J0jP2qu32CnVSFSW5NNFZKqIDBSR9p7HQBGZCvxWWwEqpU5RcBiM+Qz63wCLJ5P7znW89s0KRk9L1USvVANXWZK/AVgBPA7M9zweB1YC1/s+NKVUjbHa4fJX+DH2L1wkv/CB/QmaO/brLXZKNXAV3kJnjCkE/uV5KKXqOxGCzrqbP2+wMdnyKh8HPE5e64/9HZVSyocqTPIi8ipgKnrdGHOnTyJSSvlMYnQYpPyZub/FM2LN3di+GgXhs6BdX3+HppTygcqa69OAdM9jWKnnxQ+lVD2UGB3GqBEjsaV84x7//t1LIXORv8NSSvmAGFNhZf2PQiK/GWP61UI8VUpKSjJpaWn+DkOphuHQDvjPlbBnA4x8A+Kv9HdESqkyRCTdGJNUnW29Hbu+6l8CSqn6p3l7GD8PIk+DWRMg9XWdxU6pBkTHrleqsQsOg+s/g09T4OsHSHf9xPNFVxNgs+osdkrVc5UNa5snIodEJA/o43l+qHh9LcaolPI1ezBc/R4r213JzZb/8rT1LZwOh95ip1Q9V9ktdCG1GYhSys8sVgoumsyUdwx32D4jxFJA25j3/B2VUuoUVFaTTxeRl0XkYhEJqs2glFL+kRjTkuQJL/BT7F+41PIziT/fCUX5/g5LKVVNlXW8G4h7gpqzgUUiMk9E/iIiXWslMqWUXyRGh3H6Df+AS5+H9V/BzKuh4LC/w1JKVUNlzfUOYKHngYi0By4GnhSRLkCqMeb2WohRKeUPp6VAQDP44jZ4/woyznyLH7c7SI4N1854StUTXveuN8bsAN4B3hERCzDIZ1EppeqGvteAvQmuWTcSMGM47xY+yKu2UO11r1Q9UeV98iLSVUTeEpFvROR7Efke+NYY82MtxKeU8reew5jb6wVi2c4H9icIdezVXvdK1RPe1OQ/AV4H3gKcVZRVSjVA7ZMuJyVjD69bnuODgCfJa/uFv0NSSnnBmyTvMMboTHRKNWKJ0WHcnTKe+b9FMWLlnVj/dx10+NI9Yp5Sqs6q7Ba6liLSEpgjIreLSLvidZ71SqlGJDE6jCtHjMJ6w+dwOBemXwoHt/s7LKVUJSqcoEZENuMes17KedkYY2J9GVhFdIIapeqAbUvhPyOhSTjLz5/B4txA7XWvlI/4ZIIaY0wnY0ys59+yD68SvGcgnXUislFEHqygzNUislpEVonIzOq8CaVULet4Glz/BY4jewj9eAQffPMjo6el6qQ2StUx3s5Cd9JExApMAYYCPYFrRaRnmTJxwN+AwcaYXsBdvopHKVXDIhP5vNcUQjnMB/YnaOXI1V73StUxPkvywABgozEm0xhTCHwIDC9T5iZgijFmP4AxJteH8Silalhswpnc6HqYFnKEGQFPMaRNkb9DUkqV4ssk3wHYVmo527OutK5AVxH5UURSReTi8nYkIjeLSJqIpO3evdtH4SqlTlZidBh/SxnNN/2nEmk/TJ/vroe8HH+HpZTy8GWS94YNiMM9Pv61wFsiElq2kDHmTWNMkjEmqXXr1rUboVKqUonRYYwafgXW6z+FQ9vhveFwZI+/w1JK4WWSF5FllS1XYDvQsdRypGddadnAbGNMkTFmM7Aed9JXStU30YPg2g9h/2Z4bwQZ6zczZcFG7YynlB95leSNMf0rW67AUiBORDqJSABwDTC7TJkvcNfiEZFWuJvvM72JSSlVB8WeBdfMwLV7HbYZI3nzm2Xa614pP/JZc71nFruJwHxgDfCxMWaViPxDRIZ5is0H9orIamABcJ8xRrvnKlWfdTmfeT2foytbeMc+CbvjqPa6V8pPKhzWVkTycA+GUy5jTPOqdm6MmQfMK7PukVLPDXCP56GUaiDanXYF9/6+lRctL/F6wIsER33i75CUapQqm08+BEBEngB2Au/jHv1uNNCuVqJTStVLidFhkPIXFv7UnPPWPQ6//hVi/g1Wu79DU6pR8WaCmmHGmL6llv8lIr8Dj1S0gVJKJUaHQfQ98EtT+Op++OJ20hOfJXXzfh0CV6la4k2SPyIio3EPZmNw3+p2xKdRKaUajoG3QEEefP8E63/fx/NF4wmwWZmRkqyJXikf86bj3XXA1UCO53GVZ51SSnlnyF9J7ziWay3fcp/1Q4ocLu2Mp1QtqLImb4zJ4sThaJVSynsicN5jfPDOdm6zzSHP0pzk2NP9HZVSDV6VSV5EgoAJQC8gqHi9MeZGH8allGpgEmNawvg32DDvVu7fPQP2nQ7RY/wdllINmjfN9e8DbYGLgEW4R67L82VQSqmGKbFTK+JumQGx58DsP8PauaRv2a8j4ynlI+K+Vb2SAiK/GWP6ichyY0wfEbEDi40xybUT4vGSkpJMWlqaPw6tlKopBYfhvWG4dq1gbOGD/OjoToDNop3xlCqHiKQbY5Kqs603NfniuSMPiEg80AKIqM7BlFIKgMBmMHoWBwI7MNXyT3qQpZ3xlPIBb5L8myISBvwf7rHnVwOTfBqVUqrha9KS7MtmkkcTpgc8RyfbbpJjw/0dlVINSpVJ3hgzzRiz3xizyBgTa4yJMMa8XhvBKaUatj49e7J/5EeE2A1fhr5IYrjD3yEp1aBUmeRFpI2IvC0iX3mWe4rIBN+HppRqDHr1PY2gG2YRdCwHZl7FbxuztSOeUjXEm+b66bhni2vvWV4P3OWjeJRSjVHUQLjqXczO5Rx5/1pe+WaVTlGrVA3wJsm3MsZ8DLigZApZp0+jUko1Pt2GsiDuIc6Q5Txje5Mih1M74il1irwduz4cz7SzIpIMHPRpVEqpRqnF4Am8tHYdd1k/ZreEkxT7sr9DUqpe8ybJ34O7V31nEfkRaA2M8mlUSqlGKTE6DG58jlXzHdyy8zPIPROiU/wdllL1ljdj1y8TkbOAbrjnk19njCmqYjOllKqWxJiWkPIWfHQM5t3HxmMhzHcm6vS0SlVDhUleREZW8FJXEcEY85mPYlJKNXZWG4x6myNvDiXyuzv4vuhhXrV21xHxlDpJlXW8u7zU480yy5f5PjSlVKMW0JSP4iazi5a8ZZ9MB+d27Yin1EmqsCZvjBlf/Nwzfv34isoqpZQv9O0ex81L/saHlr/ztv2fHGh/jr9DUqpe8eYWOvD0rFdKqdqUGB3GMykj+L7fq0TZ9pOw+FYoOubvsJSqN7xN8kop5ReJ0WGMGjESy5VvQfZS9v9nPFO+X68D5Sjlhco63s3hjxp8rIjMLv26MWaYLwNTSqnj9BzOttMepuPSJwncJIxecIN2xFOqCpXdQje51PPnfR2IUkpVZXbwCJo5fyXFNo+tRW1IzYzTJK9UJSrreLeoNgNRSqmqJHduxfULxhHp3M2jtulk2s8Euvg7LKXqLL0mr5SqNxKjw3g/5XQ2nfUKBeE9ifvhz6xetkRnrVOqAmJM/eo4n5SUZNLS0vwdhlLK3w7tpPD1c9h/JJ8rCv/BPltrvUavGiQRSTfGJFVnW63JK6Xqp+bt+KzHizQhn7fsk7E7jupgOUqV4W3v+hNo73qllL/F9Unm7l//whuW53gl4DWax3zi75CUqlMqq8lPxt2rfjNwDHjL8zgMbPJ9aEopVbnE6DBuS7mVJXH3c44sI/LXJ/T6vFKlVNm7XkSeL3MtYI6I6EVxpVSdkBgdBtEPkfPxbtqsfofc5YbRlqF6fV4pvLsm31REYosXRKQT0NR3ISml1Mn7tNWtfOvszyO29zjdtUyvzyuFd0n+bmChiCwUkUXAAuAun0allFInaWDnCO7nTtaaKF6xvcrZYXv8HZJSfufVLXQiEgh09yyuNcYU+DSqSugtdEqpiqRv2c+KNau57vdxGKudGb3fpW/3rtpsr+o1n95CJyJNgPuAicaY34EoEdH55JVSdU5idBjjLh7MpvPfxpm3h34/3s6N037Qjniq0fKmuf5doBAY5FneDjzps4iUUuoUfX+oPfc4bqefZSNPMZXUTdp0rxonb5J8Z2PMJKAIwBhzFBCfRqWUUqcgOTachZaBPOe4hsusqVxx6H1/h6SUX1Q2C12xQhEJxjMwjoh0Bvx2TV4ppaqSGB3GjJRkUjd1Yc9OJ+0zXuab/NaEDxqj1+dVo+JNTf4x4Gugo4jMAL4D7vdlUEopdaoSo8O449w4tg56iqWmB2eteZx/TntPr8+rRqXKJG+M+QYYCYwDPgCSjDELfRuWUkrVjJ+35HFL4V3sNC15zTKZVatX+jskpWqNN73rvwMGGmPmGmO+NMbsEZE3ayE2pZQ6Zcmx4Ry1teAmx70E4OCqdX+Fgjx/h6VUrfCmub4T8ICIPFpqXbXu11NKqdpWfH1+xAXnsuuiNwg6uJGsN64hfbP2uFcNnzdJ/gBwHtBGROaISAtvdy4iF4vIOhHZKCIPVlLuShExIqI/HpRSNS4xOow7zulCXochPO4cS8y+JSx/9069Pq8aPG+SvBhjHMaY24FPgSVARJUbiViBKcBQoCdwrYj0LKdcCPAX4JeTCVwppU5WauZe3is6n3cdFzHeMpeDP07zd0hK+ZQ3Sf714ifGmOm4O+B948V2A4CNxphMY0wh8CEwvJxyTwDPAfle7FMppaotOTacAJuFZ5xjWGz6cvaGZ/nisw+0Rq8arAqTvIg09zz9RERaFj9wzy9/rxf77gBsK7Wc7VlX+hj9gY7GmLmV7UhEbhaRNBFJ2717txeHVkqpExVfn//LhT3ZdcG/yHS14ezf/8pD0z7XRK8apMpq8jM9/6YDaZ5/00stnxIRsQAvAH+tqqwx5k1jTJIxJql169anemilVCNWfH0+tyiQCYX34kKYKpP4bd1mf4emVI2rMMkbYy7z/NvJGBPr+bf4EVvRdqVsBzqWWo70rCsWAsTjnsY2C0gGZmvnO6VUbUiODSfH1o7bi+6mo+Ry6bq/8a/v1miNXjUoFQ5r62lKr5AxZlkV+14KxIlIJ9zJ/RrgulLbHwRalTreQuBeY4zOI6uU8rmSoW8z41i2z07yikcIWfh3Ri+cwIyUQTr8rWoQKhu7/vlKXjPAuZXt2BjjEJGJwHzACrxjjFklIv8A0owxs086WqWUqkGJ0WEkRocxZcGl/O74lVtsX7KpqAOpmToHvWoYKkzyxphzTnXnxph5wLwy6x6poOzZp3o8pZSqjuTYcK7//jpinTv5u+09MgPOAbr4OyylTpk3s9AhIvG473UPKl5njHnPV0EppVRtSowO4/2U00nf0JGC1TcT98OdENcDIrr7OzSlTok3Y9c/CrzqeZwDTAKG+TgupZSqVYnRYdx8fh+ajJ0F9mCYeTUc0aFvVf3mzWA4o3APa7vLGDMe6At4PbStUkrVKy0i4ZoP4HAOfDgaHAX+jkipavMmyR8zxrgAh2eAnFyOvzVOKaUalshEGPEv2JYKc/4Cxvg7IqWqxZtr8mkiEgq8hXsgnMPAz74MSiml/C5+JOzZAAufhlZdSY8aT2rmXpJjw7Xnvao3qkzynolpAF4Xka+B5saY5b4NSyml6oCz7oc96+G7x5nuzGOuI4kAm4UZKcma6FW94E1zPSLSR0SGAf2BLiIy0rdhKaVUHSACw6ewK6Q3kyyv0ZNMihwuUjP3+jsypbziTe/6d4B3gCuByz2Py3wcl1JK1Q32IHIufYd9NGdawPN0sB0gOTbc31Ep5RVvrsknG2NOmAdeKaUai77du7JqxH+I+3IkXzR9lVkbegNok72q87xprv9ZRDTJK6UatV79BrHlnCm0OLiWmEV3cf20n3QyG1XneZPk38Od6NeJyHIRWSEi2vFOKdXofFPUhyccN3ChNZ17zAy9Nq/qPG+a698GrgdWAC7fhqOUUnVXcmw4oy1DiXXuJMU2ly829SA9dqI226s6y5ua/G5jzGxjzGZjzJbih88jU0qpOqZ4etr1/R5ikSuBy7a9wNRpb2izvaqzvEnyv4nITBG5VkRGFj98HplSStVBidFhtAsL4c9FE9lgInnJ8hKz5s3XRK/qJG+SfDBQAFyI3kKnlFIkx4ZTaGtGSuF9HCWQO3Y9zF+mfa2JXtU5lSZ5EbECe40x48s8bqyl+JRSqs4pbraPjevGTUX30pI8psgk0jZk+zs0pY5TaZI3xjiBwbUUi1JK1RuJ0WHcdX5X1lu7cLfjDnrLZi7Z8ChTvl+vNXpVZ3jTuz5DRGYDnwBHilcaYz7zWVRKKVUPFNfoUzPj+C3HRuLaSQRuf5TRC27Q8e1VneBNkg8C9gLnllpnAE3ySqlGLzE6jMToMKZ8fzUrV2WQYpvHtqIIXvq2JXed31UTvfIrb2ahG18bgSilVH2W3LkV1y8YRwfnHh6x/ZtbMsMZPW2f1uiVX3kzQU2kiHwuIrmex6ciElkbwSmlVH2RGB3G+ymn82HUo6wynXjF9hrdHBt56Vu9Rq/8x5tb6N4FZgPtPY85nnVKKaVKSYwO47YL+3K7uZ+9pjnTAiaxZeNqRk9L1USv/MKbJN/aGPOuMcbheUwHWvs4LqWUqpcSo8N4OeViXm3/DHacvGt/jmaOAzrOvfILb5L8XhEZIyJWz2MM7o54SimlypEYHcafhp7Pba776SB7mBYwmdM7Bvs7LNUIeZPkbwSuBnYBO4FRgHbGU0qpSiRGh3Fvyli+j3+WvpZM+v1yFziL/B2WamS86V2/BRhWC7EopVSDkhgdBtEpkGaFL+9yP4a9BiL+Dk01EhUmeRF5pJLtjDHmCR/Eo5RSDU/SeMjbBYuehZB2cO7f/R2RaiQqq8kfKWddU2ACEA5okldKKW+d/SDk7YQf/gnN2sCAm/wdkWoEKkzyxpjni5+LSAjwF9zX4j8Enq9oO6WUUuUQgUtfgCO7Yd597kTfU6+EKt+qaha6liLyJLAc9w+C/saYB4wxubUSnVJKNSRWG1z5NkSeBp+mwJaf/B2RauAqTPIi8k9gKZAH9DbGPGaM0dEclFLqVAQ0ges+grBo+OAaVmWkMmXBRh0sR/mEGGPKf0HEBRQADtwT0pS8hLvjXXPfh3eipKQkk5aW5o9DK6VUzTmwlcI3z2ffkSJGFT7GHluEjnOvyiUi6caYpOpsW2FN3hhjMcYEG2NCjDHNSz1C/JXglVKqwQiN4rMeL9OEfP5tf4bmjv06Kp6qcd4MhqOUUsoH4vokc4vrAdrJPt4LeIbBHaz+Dkk1MJrklVLKT4pHxftf3xfpat1FwqIUKMjzd1iqAdEkr5RSfpQYHcbwkaOxXD0ddvwGH1wLRcf8HZZqIDTJK6VUXdD9UrjiDchaAh/fAI5Cf0ekGgBN8kopVVf0uQouexE2fAOf3QQup78jUvVclRPUKKWUqkVJ46HwCHzzMMxuBsNeBYvWx1T1aJJXSqm65vSJ7g54i54lt8DGJ60nkty5ld5Dr06a/jxUSqm66OwHyemVQsSa6di+f5zR037WUfHUSdOavFJK1UUizAq/lRbOLG6xzcHicJG6KU5r8+qkaJJXSqk6KrlzK0YvmIDLKdxkm0vO3rZgnnfPaKeUF3zaXC8iF4vIOhHZKCIPlvP6PSKyWkSWi8h3IhLty3iUUqo+SYwOY0bKIPLOeYacHuNos+pt+PpvUMGcI0qV5bOavIhYgSnABUA2sFREZhtjVpcq9huQZIw5KiK3AZOAP/kqJqWUqm8So8PcTfTmJZjfBFKngnHB0Oe0Rq+q5Mvm+gHARmNMJoCIfAgMB0qSvDFmQanyqcAYH8ajlFL1lwhc9DSIBX5+DYwTLpmsiV5VypdJvgOwrdRyNjCwkvITgK/Ke0FEbgZuBoiKiqqp+JRSqn4RgQufdCf6n15h96FjfNzmLpI7t9YOeapcdeIWOhEZAyQB/yzvdWPMm8aYJGNMUuvWrWs3OKWUqktE4IJ/sKv3rbReN4PWC+7j+mk/6e11qly+rMlvBzqWWo70rDuOiJwPPAycZYwp8GE8SinVMIjwaVgKTkcOd9o+p7nzCL9u7KS1eXUCX9bklwJxItJJRAKAa4DZpQuISD/gDWCYMSbXh7EopVSDkty5FVPlTzzhuJ6LrUsZvfFenaZWncBnSd4Y4wAmAvOBNcDHxphVIvIPERnmKfZPoBnwiYhkiMjsCnanlFKqFPftdcm0PO8uNg95nua7UuHfl8ORvf4OTdUhYurZ/ZZJSUkmLS3N32EopVTdsu4r+GQchEbB9Z9Di0h/R6RqiIikG2OSqrNtneh4p5RS6hR1GwpjPoO8XRS+eQEz5n6rnfGUJnmllGowYgaz+qKZHDp8hIt/Hcfkaf/WRN/IaZJXSqkGZMHBdlxd9AiHTBOmW55kT+oH/g5J+ZEmeaWUakCSY8PZYe3AVUWPs5JYLlrzN1j8vI5330jpLHRKKdWAFPe6T83ci0T9FzL+D777B+zLhEtfBFuAv0NUtUiTvFJKNTAlk9oAxL4FLWNh0XMc2pXJR7FP079rjA6c00hoc71SSjVkInDOQ2we8jxBO37hnMXX8fdpn2mHvEZCk7xSSjUC8yxnc0PRQ4TKYT62PMyuXz/zd0iqFmiSV0qpRiA5NpwMay9GFD5FFu24dNU9sOBpcLn8HZryIb0mr5RSjUDpDnlFURfAiidh0XOwI4OM0ybx43YHybHheq2+gdEkr5RSjcTxHfJegw79MPMeIHT9Rcwt+guvWjsxIyVZE30Dos31SinVGInAaSl81vcNgsnnc/sj/Mn1Namb9vg7MlWDNMkrpVQjFtPvPEa4JvGTqxeP26dzXdZDcHSfv8NSNUSTvFJKNWKJ0WG8lnIhq895i20D/k5Y9gJ4fQhrf/2GKQs26q129ZwmeaWUauQSo8O449yudLzkPpjwDfnGStzcqzHfPcG4aUs00ddjmuSVUnVaRm4G01ZMIyM3o8rlsq+paujQn/f6vMfnriFMtH3Bx/IQG5f/5O+oVDVp73qllE8ZpxNXXh7OQ4dYk7WU9dm/0y0oimh7W1xHjpCdu4Ht+7LoEBBBhC2M3Qey2X1oF60DWoLTSXr2z+BysUwsHAvvwZq9awAXS60Wjkb0JmPfCgrFxbd2Cw4r5NsMWwKs7Im7iCM2B53a9cQ0CWZ1fhY9YpIgpClph9eQ1O40ANJy0khqk3Tc84SIBP99YHVAYtdoRv9wO/OLTuMp29tcvewGtrvuZHazqxnQpa32vq9HxNSzmYmSkpJMWlqav8NQqlFzHj6CIzcXR24umzYuJXvLCjo6mhOeb8e5bx+Offs4tnsXzoMHsR0r9GqfLoBAO0eliCIruCxCUGATDjmPYARACLIFke84hhiwuiDIEoizsACbE+xOsDvA6sWfNBdwJBgOBwuHgiGvqYWDTYX9TV0cam7n+rPvomu3QdgiIrCGhiIiZORmkJaTRouAFhwsPFjyb0P9UZC+ZT+pmXsZ3N5C1C+P0jJzNitcMTxmbuahlOs00dciEUk3xiRVa1tN8kqp0kxhIUU5ORRt30HRzp0U7dhO0Y4d7M9aT8GO7QQdOIYcyz9hu0Ir2Fu2JKh1G441s/Pz0dUcCnKRH2zl8oRryTS5fLHrW44EGooCLFyZMAZXUABT175Dvt0FVisD2yeTuiMVFy6sYuXKuCuZvWk2Ra4i7BY79592P5OWTip32SpWdyAOB4FFgr3IRUChiyaFQnCBoUmBoWm+0DTf0DTfEHJMCDlmaH4Umh81tDgCIUdPvIYpgYG4WoWyzrqb3OaG3Bawu4WFnFDD7lArh0JtDIsbwbDOwxpksgeYsmAjq759n8ds0wnnICsjr8F1zsP8tK1AB9CpBaeS5LW5XqlGyHX0KIXbtlG4dStFW7dSuHUbRdu2UrhlK4U7dyCu43/8m5ahZAYfYncLONjRyvmJ1xEVm8A3h5fy9s4v2NfMRWGglYn9x5PSO4VpK6bx6rK1uACrWIjo15qkNkNZ+c2SkgQd3+9CAJzbZoBn3flR57MsZ1lJmcs7X87lnS8/rhk9LiyuwmWgpLY9aekkDpZK/k7jrPI5Dgetj9p4rscDdCpsjiMnh6KcXNat+wmzNZceWw1n5IHFOIs/SQqtReSGfsCqlh+T12sgByKaYomOZE9EIE1at+Ng0aF6X9tPjg3nVUsyPxX24n77x1y7/UNy3p/PCsdYXrUMYEbKIE30dZTW5JVqoIwxOHbvpjAzk4LMTAozN1OYmcnhDWuR3cffB20NDcUeFcWRiBDm5P/KruYuDoTZufvSZ+gTfy7vrHuPV5e9WlLDnthvIim9U8jIzeCmb24qScpvXfgWCREJla4ve9277LryylRH6f1A+dfeK3pe9rjF76fQWYg4nbQ6JEQccNH2AETsN7TdD+32Q9t9hgDnH9sdDoJtrYUdEVbOPPN6uiSeS2BcHNYWLar9vvyluPk+OTaczRkL6ZX+CD0sW/nB1ZvsAY9w3WUX+jvEBkub65VqxIqTecGGDRSs38DOFakcXb+OZjsPIkeOlZSzNGmCI6otP9m3kh1m2Btu46ZLHiG+7/lYmzcH8NTAvU/mcGKSLlZTybquKO+a/Np9a/li4xc4jRNBMC4nLQ+6aL/P0H4vRO4xdNxj6Lgbmhb8sS9bmzYExsURGBdHTttAVoUdoUfihSR0qNbf8VqXvmU/Y6ct4U9mPndaP6O5JR85bQIZnW/jxx0ubcKvYZrklWokMjb/xLr0/9HjQDMidh7zJPb1OA8cKClzoKmQ3Qp2trZx9uDRdE44k4DYWGwREby98u1yk3jJ/quRzBu70sl/0tJJFDoLceFyJ30MFiwEWOy8lfAcXfbbS36M5W9YT/7GjUhhEQBFVrB27kRYn/4E9ehBUI+eBHXvxvLD6+vk5/5HxzwhYeNUTNo7HHQFM9U5nI/kYt5JOVMTfQ3RJK9UA2OMwZG7m/w1qylYu5b81Ws4tOp3ZHvOH2WCg2jStRuBXbu6a4Vdu/KJ4xde3PR2tZJ46TJ1ManUByfbA39axpvM+v41onKcxOYKZx6JpNW2Qzj3uwefMSLsbAmb2gpb29u4asRD9B50OZYmTWr5nVXtgy+/pt2vT3O25Xd2mpakdpzArk5X6i13NUCTvFL1WMbOZaz6/X/03teMtjuOkb96Dflr1+Lc98d1c3tUFDvbB/FdwCayIgzZETauOWsiKX1vOn5fmsTrlfK+r76t++LIySF/9Rp+Wvg+Ob+lErvLEJ7n2chiIbBzZ4J692ZPdAtWRxTS/bSLSIg8za/vJX3LfkZPS6WfcxX32T6kv2UDWa42vMEVjBr/VxI7Rfg1vvpMk7xS9YRxOinMzOTYqlXkr1zF3oxfKVq3nsAiz+s2K0Fdu7qba7v3IKhHdwK7d8farJlXCRw0idc3lX1fpb/zVkesvND2dtptO8qxVSs5/HsGcuAQ4Gnq79qZ8MRBBPfpTVYHO0tt2SS1O61Wz4HiJvwd+4+Sk/4Fd1tn0cuyhUNB7dnf7w7m2c5lQJd2WrM/SZrklaojSv/B7hve253QV64if5XnsXYt5pi7M5wEB3MwKowfQ3aR2Qa2trUy/Lw7mND/Fq/2rwm8cajoO5+2/C0+WPgqnXY66bpTOPNQO0Kz9mGOHgXcPfs3t7fS44xhxAy6gOC+fbG1bFkrMRfX6oscTi6wZfBky69pdXAFOSaUGeZiOl44kdyiYO2g5yVN8kr5mXE6WZ42j3c//T+ithfROQfi9tiRfHeXagkOdtfOe/UiqFdPguPjCejUid/3rvCqdq5UWeU29Yf35oOv/8kv3/2HzjtcxO2A6N0gnr/zpl0EezqFEdZ/AJ1PH0pQzx5YgoJ8El/pW+5SN+3hl28/JcX6JWdaV3DUBPKJ6yw+5CKeTLlSE30VNMkrVYuMy0Xhli3kr1xF/sqVHFu5kvw1a0pqUPl2yGojNO+dQOJZV5ckdLFay92f1s5VdVU07sBxyX/Iq3TNtbLpp/ksW/ghsdudtDrk2YHNRlC3bhyJa8emDjZiBp5Pn6ShiKVm5y77o2bvortlK+Mt8xhm+ZEAcZIdehoF/W7kG0c/7aRXAU3yStWA8v5gGmMoys7+I5l7mt5dhw8D7iFPg3r0ICg+ntyoEB7ZO50tYU5stgCtlSu/Ke9cLj0GQvgRC3cGXswZB9qwO/0nClauItgzxYBpGkzT3n051DmCDe0gduCF9I0/FxE5pZiKa/ZhTQL4x5eraO7YzzX2RdzSZBFN83eyxzTnv+ZM2pyZwhZrR23KL0WTvFLVUHZEtJvmpxCyv5BuuVZuD7qIFpm7ObZqFa6DBwEQu53A7t0Jiu9FcHw8QfHxBHbujNhs5e5TE7yqSyrquDltxTReS3uFtvtcdN0pjCjsRZsth3Bt2IzN5d7WtAwlpE8CQb3jS859W3h4tWMp3ZT/y6Zcln33MaMsizjPsgy7OFnuimUug+l23nh2ulo0+oSvSV6pMqoaPhVjeGBWCpE7ConbJQw41Iomm3bSwt3ijstqIbhbN4J7uf+gBcX3IiguDgkI8N+bUuoUedW8f+FbpOWk8fqvrxCV4yJup3BJQVdaZR3AsnVHyb5MRDj7osNo0acfnQacR1DPnthatz7pmEo35YfLIYZZljDcsoTeliycRvjF9OB/JNP7vDGNNuFrkleN3gm1cs844wHWAN664E3Ykcubsx6k445COucIXXNtBB52d4pzCuR1CGV5+GE2toGtHez87brXSeg4wJ9vSalaU978AaUTf/Fsf9ajBXTZbeNG+5lk/fIdMTsctNv/x35MeCj7o8JoHt+X6MSzCerRHXvHjlVe4y/blF/kcNFZdnCZ5SeGWn4hzrIdlxEyTGcWmERsPS7ljNOHgEhJi0BDTvya5FWjUtEfpEJnIcHYuTZ4CBt+/R8xOS465UDXPQHYjroTusMC2a0F0zWWH5pms7GNix1tA5h66TSg4glKlGpsSv8/S8tJO2445IHtBpZMCdys0MLdLa6gx+5AUhfOpOMuJ5F7DFZPajHBQTTp1p3DUeFkRUDHvmcQP/CSkvkSyiov4cfJdi60/MJ5lmX0tWQCsNO0ZLFJYJEznqXEc0FST0b2j2yQyV6TvGqQKmtaLHQWElZo5+Woe8j+bQlbli0iOtdFx91g98wCVmCDbW0sdDrtXFxxMTy5dwaZrZxIgLtTHGhSV8obFdXsyzbxF/8QCHQIUXuEqF1OOu2xMPhoe9i0hab5f+yzILwZ9s6xtOrZn5w2Aaxunkf3fueTEHt6SZmyCb+gyEUE+zjHmsFZluUMtqyguRzDZYTVJpo0ehCbdBEbAuMJDm3D/qOFDaKWr0le1XlVjepVWTJvYuy83vX/iNlr4dcln5C7Mo2oXEOrvD/2caiJkNUGtrW1ceEFt2C6xLA0YDtJ7QfoBCtK1YCqpgQu/UNAEFzGdXzNf/vPhOW5iM4VovdAZK6Ljnshap8FS6Gj5DhFLUM40j6MkC7daN/zNAI6dSKgUwwrCoP49PedzErPxul0YbUIVnHRw7mB0y2rON2yiv6WDQSJe/jITa52/GbiWE4XIrqfQXhsAvvyTb1M+prkVZ1WOmEHWANOmNmsdFP7G90fpdM+Gz//9AnbV/xCx90u2u3jj6Y/m5VtLQ1bW0N2Wxsjh95Dr4GXsNKVTVpuuiZwpfyo7Ix85dX8y/4ASG4zgM2rU2m310nHPULkXkO7vYb2e81x0/Mau41jEc1xtI3kQGgn2nbvgqtdB77eZ+H9zYUUYCFQHPRmI/1kPYmW9fS3bCBc3LWBAmNnrenIWjrRKX4Q2wI64WrVg9yiQMKaBNTpWr8meeVz3tSCKxx+s8wc5Xd1mcDVwWdQuDmLpb9+wY7VS2m/1xyfzEXIDYVtrYTtEVYuOf9WuiVdQEBMDL/vX6U1cqXquIpq/t7+ALAYIeyohTZ7nUTut9B2n4uIfU7aHoD2ByzYCp0lxzICh0OaUBjRlhWFYewKCiWnSRi7g0OxNHER2XQv3QK20Ucy6WnZQqgcKdl2uwlngyuSTaY9WXQgqltfwqN6sdPZnLCmgXUi+WuSVz5VWU28wjKDXqLbsVCKtm5hy+pf+GnpZ0TsddJ+n6H50T+2MzYrO1u42B4u7Ght5ZJzb6Fr/3MJ6NSJ5YfWajJXqgHy5gdA6YQvuAfiMbjzlRhofdROxAEX4fsctD5gaHMAIg5BzJFmBO7Pw+I6PrcdtgewJyiMvcGhHAsOwBJsaBZ8jJbBebQP3ktUk900C8pHPANTHjGBbDFt2WYi2E5rWkd1o0f3XhQ0i+TTTYYCSzN6dQitlR8BmuTVKamqll62Jj6x30RujBtD0Y4dFG3fQdH27Sz9fR5b16XR+oCLdvsh5Njx+zDhoRyKaEqzzl1p1yOJgNhOBHbqhD0ykt/3rdRkrpQCym/yt3oyb5Gr6I9EXybxA1iwYBELxukgLM/Q6hCEH3L/2ypPiD7airZHAzC5e2mef7Sk5bC0I4FWjgVZyW8CJshFUbCD4KACjjYxRFkL6WwpxBrooiDATo49jFxLS3JoSfe4OEJad2TJLguHbeEknnlpjSV+TfLqBN52Miuvlt6nWVccubkU5eTiyM1la+ZvfJv+CaGHnLQ+BLHHmiH7Dx23H2OzktvMRW4o7G5p5cyBfyKmVzL2jlEEdIzE0qSJb9+wUqrBKTv+xZxNc/hi4xc4jbMk8TtcDnfzvifBF9f+yyMIdosdlzG4nEW0OGIIOwxhhw2hR6DFYQg9YmhxBFocMYQeheZHoVl+ubsDoMgGBUGGYLsTCXSxs4mVo8FwX797mHn9n2ok0WuSb8Cq0yP8hMR9/hv0Du6MY98+nPv349y3z/P8ABnrfyAz6zdaHDG0zIO2R+3YjhWesE8THMSxsGCCOnSkZUw37B06YO/Q3v1v+/bYWrfm970rtEaulPKpsom/uNZ/sPBgSe2/0FlY0sxvMCX/QvktAFWxOAzN8yHkSHHSN4Qcc7dYNjvmft403/1joGm+wWWB+8YHcUW7J3ji4stO+T3X2SQvIhcDLwNWYJox5tkyrwcC7wGJwF7gT8aYrMr2WZNJ3te3VJ3q/ktuSXEUEOIM4NUBz9EjKApn3mFch/NwHT5c8tyZl4fr8BFceXlk7ljJrpxMQo65r3+3OCaIq/zv2QQHsiegkP3N4ECIhf69zqddTC/sERHY2rTBFhGBLaIN1mZNT/HTUEop3yvd3F+c+NfuW1thC0DZHwIV/QuCVSw4jbPc4xan0uJ5fIyBq2Jv5tEz/3zK7+lUkryt6iLVIyJWYApwAZANLBWR2caY1aWKTQD2G2O6iMg1wHPAn3wVU2kZuRncMTeFgMOFzBI7z57xND1Du2GcTozTCS6X+99yl13gKrXe4fQse9Y7nGw9kMWMlf9Gihxsc1mxRg+jja0lpiAfV0EBpqDQ87wQU1CAyc/HVViIyc/HFBTgKizEcvgAbxQcI7AQLBQBE8ms6A1ZLFiaNcParBlhwTb2GCEnTNgUaWFI/GV0iOyONSwMa1hLrC3DsLVsiTUsDEtQEBm5Gaz3/BjprTVwpVQ9lhCRUG6l6vLOl1faAuDtv8/++iyFrhNbO22eHw9O3D8C7BY7w7sP8d0b9ZLPavIiMgh4zBhzkWf5bwDGmGdKlZnvKfOziNiAXUBrU0lQNVWTn7ZiGivfeYlbvir/V5lP2O1YAgKQwEAkKBBLQCASFIQEBmAJDHKvL/V8nyuPb3Yu5KjNRUGwlav6jyWmfU8sTZthDWmGJSSkJLFLkybHTQWpA78opVTNy8jNYM6mORgMPVr2YO2+tRgMwzoPAyh5bVjnYTX2t7dO1uSBDsC2UsvZwMCKyhhjHCJyEAgH9pQuJCI3AzcDREVF1UhwSW2SmB0dyFtDCxGrlbG9xxPdMhYsFsRqdf9rsx2/bLW6n1ut7gkXKllevX8t9y9+gGMWB64AO1MufoOE9oknFWN7wFEqWfc5iROmol+zSimlqq+qv6117e+uL5N8jTHGvAm8Ce6afE3sMyEigX9c93a1EqhX+4+MZFKbt0+5Nq3JWimlVHX5MslvBzqWWo70rCuvTLanub4F7g54tcLXCVQTtFJKKX+qfJLfU7MUiBORTiISAFwDzC5TZjYw1vN8FPB9ZdfjlVJKKeU9n9XkPdfYJwLzcd9C944xZpWI/ANIM8bMBt4G3heRjcA+3D8ElFJKKVUDfHpN3hgzD5hXZt0jpZ7nA1f5MgallFKqsfJlc71SSiml/EiTvFJKKdVAaZJXSimlGihN8koppVQDpUleKaWUaqA0ySullFINVL2bT15EdgNb/B0H7tH5DtbDY1V3Xye7nbflvSlXVZnKXm9FmbkQ6gE9t2qmvJ5bJ9Jzq2bK1/a5FW2Mae1FXCcyxuijGg/gzfp4rOru62S387a8N+WqKlPZ67gHXvL7+eKv77s2j6XnVt1/6LlVM+Xr07mlzfXVN6eeHqu6+zrZ7bwt7025qsrU5ndRG/Tcqpnyem6dSM+tmilfb86tetdcr9TJEJE0U815mJWqjJ5byldq8tzSmrxq6N70dwCqwdJzS/lKjZ1bWpNXSimlGiitySullFINlCZ5pZRSqoHSJK+UUko1UJrklVJKqQZKk7xqtESkqYikichl/o5FNRwi0kNEXheRWSJym7/jUQ2LiIwQkbdE5CMRubCq8prkVb0jIu+ISK6IrCyz/mIRWSciG0XkQS929QDwsW+iVPVRTZxbxpg1xphbgauBwb6MV9UvNXR+fWGMuQm4FfhTlcfUW+hUfSMiZwKHgfeMMfGedVZgPXABkA0sBa4FrMAzZXZxI9AXCAeCgD3GmC9rJ3pVl9XEuWWMyRWRYcBtwPvGmJm1Fb+q22rq/PJs9zwwwxizrLJj2mr0HShVC4wxP4hITJnVA4CNxphMABH5EBhujHkGOKE5XkTOBpoCPYFjIjLPGOPyZdyq7quJc8uzn9nAbBGZC2iSV0CN/e0S4Fngq6oSPGiSVw1HB2BbqeVsYGBFhY0xDwOIyDjcNXlN8KoiJ3VueX5AjgQCgXm+DEw1CCd1fgF/Bs4HWohIF2PM65XtXJO8atSMMdP9HYNqWIwxC4GFfg5DNVDGmFeAV7wtrx3vVEOxHehYajnSs06pU6XnlvIln55fmuRVQ7EUiBORTiISAFwDzPZzTKph0HNL+ZJPzy9N8qreEZEPgJ+BbiKSLSITjDEOYCIwH1gDfGyMWeXPOFX9o+eW8iV/nF96C51SSinVQGlNXimllGqgNMkrpZRSDZQmeaWUUqqB0iSvlFJKNVCa5JVSSqkGSpO8Ukop1UBpkldKKaUaKE3ySjVQIhIqIreXWm4vIrN8cJzHRGS7iPyjgtezRKSViASLSIaIFIpIq5qOQyl1Ik3ySjVcoUBJkjfG7DDGjPLRsV40xjxSWQFjzDFjTAKww0cxKKXK0FnolGq4ngU6i0gG8D9gCvClMSbeM8XuCKApEAdMBgKA64EC4BJjzD4R6ezZrjVwFLjJGLO2soOKSDjwAe4pNH8GpMbfmVLKK1qTV6rhehDYZIxJMMbcV87r8bjnPT8NeAo4aozphzsx3+Ap8ybwZ2NMInAvMNWL4z4KLDHG9AI+B6JO7W0opapLa/JKNV4LjDF5QJ6IHATmeNavAPqISDPgdOATkZLKeKAX+z0T948HjDFzRWR/zYatlPKWJnmlGq+CUs9dpZZduP82WIADnuvoSql6SJvrlWq48oCQ6m5sjDkEbBaRqwDEra8Xm/4AXOfZZigQVt0YlFKnRpO8Ug2UMWYv8KOIrBSRf1ZzN6OBCSLyO7AKGO7FNo8DZ4rIKtzN9lureWyl1CnS+eSVUqdERB4DDhtjJntZPgtIMsbs8WVcSimtySulTt1h4OaKBsMpVjwYDmDHfd1fKeVjWpNXSimlGiitySullFINlCZ5pZRSqoHSJK+UUko1UJrklVJKqQbq/wG3e6dgmBDT0wAAAABJRU5ErkJggg==", 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" ] @@ -621,7 +623,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"Normalized Head: h/H0\")\n", "plt.title(\"Model Results - Single layer model with res\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -823,7 +825,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -845,7 +847,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"Normalized Head: h/H0\")\n", "plt.title(\"Model Results - Multi-layer model\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -952,13 +954,6 @@ "* Duffield, G.M., 2007. AQTESOLV for Windows Version 4.5 User's Guide, HydroSOLVE, Inc., Reston, VA.\n", "* Yang, Xinzhu (2020) Application and comparison of different methodsfor aquifer test analysis using TTim. Master Thesis, Delft University of Technology (TUDelft), Delft, The Netherlands." ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Next Notebook: [Slug Test 4 - Dawsonville](slug4_dawsonville.ipynb)" - ] } ], "metadata": { diff --git a/docs/04pumpingtests/slug4_dawsonville.ipynb b/docs/04pumpingtests/slug4_dawsonville.ipynb index 4c8f449..0cc0828 100644 --- a/docs/04pumpingtests/slug4_dawsonville.ipynb +++ b/docs/04pumpingtests/slug4_dawsonville.ipynb @@ -30,12 +30,14 @@ "jupyter": { "source_hidden": true }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [ { "data": { - "image/png": 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118ja9y1JUis4IiVJ/dhhhx0BwBe/+DmefXYZK1as4PLLL+GEEz7If/zHZQwdOnyN219yybXcf//T6/xZX4l6/vnnWb58OS+8sIpVq1axfPlynn/+ebbddjvGj38fX/rSGSxb9gy33vozrr++g/e//8Przbu++wI45pjj+Na3/o0nnniMP/zh9/znf57LYYcdCTSm9Y0YMZqVK1eyfPlyli9fzooVK5rxEkqStFEsUpLUj2233fZceumPmD//bg4+eHf22msbLrroy1x++U284x3vbspjnH/+59lrr2244ILpXHHFJey11zacf/7nAfiXf7mQ5cuf5fWv35kTTvgg06Z9bY0RqQ99aDxf+cq/9Oi+TjnlH9hvvwMZO3YEhx76p+y77/584hOnA40iddddv2CvvbZ58edtbxvdlOcnSdLGiMwsnaGl9tvvTXnttbeVjiGpMnRoDNjFJhYvbv3ft9///mWcccYn+PGP5/GKV+zU8seTJGlTMHRo/CIz31TnGM+RkqRNyHveczRPPvkECxbcQ1vbn5eOI0nSJssiJUmbmEmTPl46giRJmzzPkZIkSZKkmixSkiRJklRTvytSEXF4RCyIiIURMaV0HkmSJEkDT78qUhExCPgqMB4YDXwwIlz/VpIkSVKv6ldFCjgIWJiZD2Tmc8D3gAmFM0mSJEkaYPrbqn1DgYe7XF8EHNzdAb/+9QKOOurQVmaSVNPHPz4wV5Xz7yJJkjYd/a1I9UhEHA8cDzBo0CAefvjXhRNJWm3QoEHcfvvtpWP0Ov8ukiRp09LfitRiYHiX68OqbWvIzIuAiwB22WWXPOaYY3onnaSNcvTRR5eO0FSXXXZZ6QiSJKmGc845p/Yx/e0cqVuBfSJij4jYEvgAcFXhTJIkSZIGmH41IpWZz0fEScB1wCDgm5k5r3AsSZIkSQNMvypSAJl5DXBN6RySJEmSBq7+NrVPkiRJkoqzSEmSJElSTRYpSZIkSarJIiVJkiRJNVmkJEmSJKkmi5QkSZIk1WSRkiRJkqSaLFKSJEmSVJNFSpIkSZJqskhJkiRJUk0WKUmSJEmqySIlSZIkSTVZpCRJkiSpJouUJEmSJNVkkZIkSZKkmixSkiRJklSTRUqSJEmSarJISZIkSVJNFilJkiRJqskiJUmSJEk1WaQkSZIkqSaLlCRJkiTVZJGSJEmSpJosUpIkSZJUk0VKkiRJkmqySEmSJElSTRYpSZIkSarJIiVJkiRJNVmkJEmSJKkmi5QkSZIk1WSRkiRJkqSaLFKSJEmSVJNFSpIkSZJqskhJkiRJUk0WKUmSJEmqySIlSZIkSTVZpCRJkiSpJouUJEmSJNVkkZIkSZKkmixSkiRJklSTRUqSJEmSarJISZIkSVJNFilJkiRJqskiJUmSJEk1WaQkSZIkqSaLlCRJkiTVZJGSJEmSpJosUpIkSZJUk0VKkiRJkmqySEmSJElSTRYpSZIkSarJIiVJkiRJNVmkJEmSJKkmi5QkSZIk1WSRkiRJkqSaLFKSJEmSVJNFSpIkSZJqskhJkiRJUk0WKUmSJEmqySIlSZIkSTVZpCRJkiSpJouUJEmSJNVkkZIkSZKkmixSkiRJklSTRUqSJEmSaupzRSoizo6I+RFxV0RcGRE7dtk3NSIWRsSCiHhXwZiSJEmSBrA+V6SAG4B9M/P1wH3AVICIGA18ABgDHA5cGBGDiqWUJEmSNGD1uSKVmddn5vPV1U5gWHV5AvC9zFyRmQ8CC4GDSmSUJEmSNLD1uSK1lo8A11aXhwIPd9m3qNomSZIkSb1q8xIPGhE3ArusY9fpmdlR3eZ04HngOxtx/8cDxwMMHjz4ZSSVJEmSpJcqUqQy87Du9kfEZOBI4B2ZmdXmxcDwLjcbVm1b1/1fBFwEsMsuu+S6biNJkiRJG6vPTe2LiMOBzwDvzcxlXXZdBXwgIraKiD2AfYBbSmSUJEmSNLAVGZHagAuArYAbIgKgMzP/NjPnRcQs4F4aU/5OzMxVBXNKkiRJGqD6XJHKzL272fcF4Au9GEeSJEmSXqLPTe2TJEmSpL7OIiVJkiRJNVmkJEmSJKkmi5QkSZIk1WSRkiRJkqSaLFKSJEmSVJNFSpIkSZJqskhJkiRJUk0WKUmSJEmqafPSASQNbOeccw4LFy5k6tSpAMyfP5/Jkyev9/YzZsxg1KhRAEybNo2Ojo513m7kyJHMnDnzxettbW3rvc8pU6bQ3t4OwJw5c5g+ffp6b9vZ2fni5UmTJrFgwYJ13u5Tn/rUeu9DkiT1f5t8kXrlkC34yLt2KR1D0nqccw50dHS8WKQ2Ff69I0lS/3HOOfWPicxsfpI+ZN8Rw3PWV08uHUPSeowZdxqw5khPfzZt2jS2eO5Rzjr1qNJRJElSD40Zd9ovMvNNdY7Z5EekJKk3TZ06lcFL5paOIUmSWszFJiRJkiSpJouUJDXR/PnzmXffotIxJElSizm1T5KaaPWKg/OuP7tsEEmS1FIWKUlFjd57KKsGbV86hiRJUi0WKUlFXXbhKSwdMrZ0DEmSpFo8R0qSJEmSarJISZIkSVJNFilJRY0ZdxptbW2lY0iSJNVikZIkSZKkmlxsQpKaaMaMGWz79O2lY0iSpBazSElSE40aNYrBSx4vHUOSJLWYU/skSZIkqSaLlCQ10bRp0zjz3NmlY0iSpBazSElSE3V0dDD72ptLx5AkSS3mOVKSijrz5PezYpt9SseQJEmqxSIlqaiJR7SxdMjY0jEkSZJqcWqfJEmSJNVkkZJU1KyrO5kzZ07pGJIkSbU4tU9SUWedfzkA7e3tZYNIkiTVYJGSpCYaOXIkg1Y9XTqGJElqMYuUJDXRzJkzGbxkbukYkiSpxTxHSpIkSZJqskhJkiRJUk0WKUlqora2NsaMO610DEmS1GIWKUmSJEmqycUmJBU17/qzWTpkbOkYkiRJtTgiJUmSJEk1WaQkSZIkqSaLlKSijj7hPCZNmlQ6hiRJUi2eIyWpqHsXLi4dode888P/wj+dehRvPmDERt/Hnb96iH+bcR3zFi5i0GabceDr9+KzJ0zgVX8ypIlJJUnShjgiJUlNNGXKFM48+f0tu/8lS5/l6CMO5oZvf5YbLv4s2227Faefc2nLHk+SJK2bI1KS1ETt7e0MXjK3x7e/5c5fM+WL3+XY943lG5f+N5sN2oxTjhvPX7zrwHXefuxBo9a4/pfvPYRJn/73l5VZkiTV54iUJBX2xJNLWfrMcn783X/gnz95NJ+/4EqeWrqsR8fedveD7L3bq1ucUJIkrc0iJUlNNGfOHGZd3VnrmM0334yPf+gwtth8EH9+0J+y7dZb8v8WPb7B4xY88Bu+9p0b+PTHjtjYuJIkaSM5tU+Smmj69OkATDyircfH7DhkOzYfNOjF61tvvSXLnl3Bbx77Pe/96y+9uP22q77w4uWHFj/B357+DaZ+fAJvfN2eTUguSZLqsEhJKuqo8QezcstdSsfok16z8yvWKE+r/ea3v+evp1zE3/7VYbz3sDcWSCZJkixSkoo669SjWDpkbOkYveb5519gxXMrX7y+atWqWsf/9omn+Mhn/p2/fO8hHHPkm5sdT5Ik9ZBFSpJ60d9+7htrXN9/zO61jr/82pt5+JEn+erFN/DVi294cfu6Rq4kSVLrWKQkFTXvvkUs234+o0aN2vCN+7kbLv7sy77dCR8exwkfHtesSJIkaSNZpCQVNfGk8wHo7Ky30p0kSVJJLn8uSZIkSTU5IiVJTdTZ2cngJXNLx5AkSS3miJQkSZIk1WSRkiRJkqSaLFKS1ESTJk3i6BPOKx1DkiS1mOdISVITLViwoHQESZLUCyxSkoqadcHJLNt+/9IxJEmSarFISSpqzIhhLB2y6X8ZryRJ2rR4jpQkSZIk1WSRklTUmefOZtq0aaVjSJIk1WKRklTU7GtvpqOjo3QMSZKkWjxHSpKaaMKECWzx3KOlY0iSpBazSElSE02dOpXBS+aWjiFJklqsz07ti4hPRURGxCur6xERX4mIhRFxV0QcUDqjJEmSpIGpTxapiBgOjAP+r8vm8cA+1c/xwNcKRJOkbs2fP5959y0qHUOSJLVYnyxSwLnAZ4Dssm0C8O1s6AR2jIhdi6STpPWYPHkyE086v3QMSZLUYn3uHKmImAAszsw7I6LrrqHAw12uL6q2PbKO+ziexqgVu+68Y8uySnr5Ru89lFWDti8dQ5IkqZYiRSoibgR2Wceu04HP0pjWt9Ey8yLgIoB9RwzPDdxcUkGXXXgKS4eMLR1DkiSpliJFKjMPW9f2iHgdsAewejRqGPDLiDgIWAwM73LzYdU2SZIkSepVfeocqcy8OzN3zszdM3N3GtP3DsjMR4GrgGOr1fvagKcy8yXT+iRJkiSp1frcOVLduAZ4N7AQWAYcVzaOpGYYM+40ADo7OwsnkSRJ6rk+XaSqUanVlxM4sVwaSZIkSWro00VKkvqbGTNmsO3Tt5eOIUmSWswiJUlNNGrUKAYvebx0DEmS1GJ9arEJSZIkSeoPLFKS1ETTpk3jzHNnl44hSZJazCIlSU3U0dHB7GtvLh1DkiS1mOdISSrqzJPfz4pt9ikdQ5IkqRaLlKSiJh7RxtIhY0vHkCRJqmW9RSoiDujB8Ssz8+4m5pEkSZKkPq+7EambgFuB6OY2ewC7NzOQpIFl1tWdrNjmd7S3t5eOIkmS1GPdFalbM/Pt3R0cET9uch5JA8xZ518OYJGSJEn9ynqL1IZKVE9vI0kDyciRIxm06unSMSRJUov1aLGJiHg9jSl8L94+M69oUSZJ6rdmzpzJ4CVzS8eQJEkttsEiFRHfBF4PzANeqDYnYJGSJEmSNCD1ZESqLTNHtzyJJEmSJPUTm/XgNj+PCIuUJPVAW1sbY8adVjqGJElqsZ6MSH2bRpl6FFhBYzn0zMzXtzSZJEmSJPVRPSlS3wA+DNzNH8+RkqSmmHf92SwdMrZ0DEmSpFp6UqQez8yrWp5EkiRJkvqJnhSp2yPiv4Dv05jaB7j8uSRJkqSBqydFahsaBWpcl20ufy6pKY4+4TxWDfo6M2fOLB1FkiSpxzZYpDLzuN4IImlgunfh4tIRJEmSaltvkYqI4zPzou4O7sltJGkgmTJlCls9e3/pGJIkqcW6G5GaEhFPdLM/gJMBi5QkVdrb2xm8ZG7pGJIkqcW6K1I3Ae/ZwPE3NDGLJEmSJPUL6y1SnhslSfXNmTOHrZ69n4lHtJWOIkmSWqgnq/ZJknpo+vTpABYpSZI2cRYpSUUdNf5gVm65S+kYkiRJtWywSEXEHpn54Ia2SdLGOOvUo1g6ZGzpGJIkSbVs1oPbXL6ObbObHUSSJEmS+ovuvkdqFDAG2CEi3tdl1xBg61YHkzQwzLtvEcu2n8+oUaNKR5EkSeqx7qb2jQSOBHZkzWXQlwIfa2EmSQPIxJPOB6Czs7NwEkmSpJ7rbvnzDqAjIt6cmT/vxUySJEmS1Kf1ZNW+hRHxWWD3rrfPzI+0KpQk9VednZ0MXjK3dAxJktRiPSlSHcBc4EZgVWvjSJIkSVLf15MitW1m/n3Lk0iSJElSP9GT5c9/EBHvbnkSSdoETJo0iaNPOK90DEmS1GLdLX++FEgggM9GxApgZXU9M3NI70SUpP5jwYIFpSNIkqRe0N2qfYN7M4ikgWnWBSezbPv9S8eQJEmqZYPnSEXEAevY/BTwUGY+3/xIkgaSMSOGsXSIX8YrSZL6l54sNnEhcABwd3X9dcA9wA4R8fHMvL5V4SRJkiSpL+rJYhO/AfbPzDdm5huBNwAPAO8E/rWF2SQNAGeeO5tp06aVjiFJklRLT4rUiMyct/pKZt4LjMrMB1oXS9JAMfvam+no6CgdQ5IkqZaeTO2bFxFfA75XXT8GuDcitqKxip8kqTJhwgS2eO7R0jEkSVKL9aRITQZOAE6prv8M+DSNEvW2lqSSpH5q6tSpDF4yt3QMSZLUYhssUpn5LHBO9bO2p5ueSJIkSZL6uO6+kHdWZk6MiLtpfDHvGjLz9S1NJkn90Pz589n26UWMGTGsdBRJktRC3Y1InVz998jeCCJJm4LJkycDMO/6s8sGkSRJLbXeIpWZj1T/fSgidgP2ycwbI2Kb7o6TpDpG7z2UVYO2Lx1DkiSplg0Wooj4GHA8sBOwFzAM+HfgHa2NJmkguOzCU1g6ZGzpGJIkSbX05HukTgTeAiwByMz7gZ1bGUqSJEmS+rKeFKkVmfnc6isRsTnrWHxCkiRJkgaKnhSpmyLis8A2EfFO4DLg+62NJWmgGDPuNNra2krHkCRJqqUnRWoK8DhwN/A3wDXA51oZSpIkSZL6sp58Ie8LwH9WP5KkbsyYMYNtn769dAxJktRiPVm17y3APwK7VbcPIDNzz9ZGk6T+Z9SoUQxe8njpGJIkqcV68n1Q3wBOBX4BrGptHEmSJEnq+3pSpJ7KzGtbnkSSNgHTpk1ji+ce5axTjyodRZIktdB6i1REHFBd/O+IOBu4Alixen9m/rLF2SSp3+no6ACwSEmStInrbkTqnLWuv6nL5QTe3vw4kgaaM09+Pyu22ad0DEmSpFrWW6Qy8229GUTSwDTxiDaWDhlbOoYkSVItPfkeKUmSJElSFxYpSUXNurqTOXPmlI4hSZJUS09W7ZOkljnr/MsBaG9vLxtEkiSphp58Ie+2wKeA12bmxyJiH2BkZv6g5ekkqZ8ZOXIkg1Y9XTqGJElqsZ6MSH2Lxpfxvrm6vhi4DLBISdJaZs6cyeAlc0vHkCRJLdaTc6T2ysx/BVYCZOYyIFoZKiL+LiLmR8S8iPjXLtunRsTCiFgQEe9qZQZJkiRJWp+ejEg9FxHb0PjuKCJiL7p8MW+zRcTbgAnAfpm5IiJ2rraPBj4AjAFeA9wYESMyc1WrskiSJEnSuvRkROofgR8CwyPiO8CPgM+0MNPHgemZuQIgMx+rtk8AvpeZKzLzQWAhcFALc0hSbW1tbYwZd1rpGJIkqcU2WKQy83rgfcBk4LvAmzLzJy3MNAIYGxE3R8RNEXFgtX0o8HCX2y2qtr1ERBwfEbdFxG1PPuVJ35IkSZKaqyer9n0f+C/gqsx8phkPGhE3ArusY9fpVaadgDbgQGBWROxZ5/4z8yLgIoB9RwzPl5dWUivNu/5slg4ZWzqGJElSLT05R+pLwDHA9Ii4Ffge8IPMXL6xD5qZh61vX0R8HLgiMxO4JSJeAF5JY7XA4V1uOqzaJkmSJEm9qidT+27KzBOAPYH/ACYCj3V/1MsyB3gbQESMALYEngCuAj4QEVtFxB7APsAtLcwhSZIkSevUkxEpqlX73kNjZOoAYGYLM30T+GZE3AM8B0yqRqfmRcQs4F7geeBEV+yT+r+jTziPVYO+zsyZrfxrRZIkqbl6co7ULBqr4/0QuAC4KTNfaFWgzHwO+NB69n0B+EKrHltS77t3oTN0JUlS/9OTEalvAB909EeSNmzKlCls9ez9pWNIkqQWW2+Rioi3Z+aPge2ACRGxxv7MvKLF2SSp32lvb2fwkrmlY0iSpBbrbkTqrcCPaZwbtbYELFKSJEmSBqT1FqnMPLO6+E+Z+WDXfdWqeZKktcyZM4etnr2fiUe0lY4iSZJaqCfnSF1OY6W+rmYDb2x+HEnq36ZPnw5gkZIkaRPX3TlSo4AxwA4R8b4uu4YAW7c6mKSB4ajxB7Nyy11Kx5AkSaqluxGpkcCRwI6seZ7UUuBjLcwkaQA569SjWDpkbOkYkiRJtXR3jlQH0BERb87Mn/diJkmSJEnq03pyjtTtEXEijWl+L07py8yPtCyVpAFj3n2LWLb9fEaNGlU6iiRJUo9t1oPbXAzsArwLuAkYRmN6nyS9bBNPOp/JkyeXjiFJklRLT4rU3pn5D8AzmTkTOAI4uLWxJEmSJKnv6snUvpXVf/8QEfsCjwI7ty6SJPVfnZ2dDF4yt3QMSZLUYj0pUhdFxCuAfwCuArYHzmhpKkmSJEnqwzZYpDLz69XFm4A9WxtHkiRJkvq+7r6Q95PdHZiZX25+HEnq3yZNmsSgVU9z2YWnlI4iSZJaqLsRqcG9lkKSNhELFiwoHUGSJPWC7r6Q96zeDCJpYJp1wcks237/0jEkSZJq2eDy5xExIiJ+FBH3VNdfHxGfa300SQPBmBHD/DJeSZLU7/Tke6T+E5hKtQx6Zt4FfKCVoSRJkiSpL+tJkdo2M29Za9vzrQgjaeA589zZTJs2rXQMSZKkWnpSpJ6IiL2ABIiIo4BHWppK0oAx+9qb6ejoKB1DkiSplp58Ie+JwEXAqIhYDDwI/FVLU0lSPzVhwgS2eO7R0jEkSVKL9eQLeR8ADouI7WiMYC2jcY7UQy3OJkn9ztSpUxm8ZG7pGJIkqcXWO7UvIoZExNSIuCAi3kmjQE0CFgITeyugJEmSJPU13Y1IXQz8Hvg58DHgdCCAv8jMO1ofTZL6n/nz57Pt04sYM2JY6SiSJKmFuitSe2bm6wAi4us0Fph4bWYu75VkktQPTZ48GYB5159dNogkSWqp7orUytUXMnNVRCyyRElqttF7D2XVoO1Lx5AkSaqluyK1X0QsqS4HsE11PYDMzCEtTydpk3fZhaewdMjY0jEkSZJqWW+RysxBvRlEkiRJkvqLnnwhryRJkiSpC4uUpKLGjDuNtra20jEkSZJqsUhJkiRJUk3dLTYhSappxowZbPv07aVjSJKkFrNISVITjRo1isFLHi8dQ5IktZhT+yRJkiSpJouUJDXRtGnTOPPc2aVjSJKkFrNISVITdXR0MPvam0vHkCRJLeY5UpKKOvPk97Nim31Kx5AkSarFIiWpqIlHtLF0yNjSMSRJkmpxap8kSZIk1WSRklTUrKs7mTNnTukYkiRJtTi1T1JRZ51/OQDt7e1lg0iSJNVgkZKkJho5ciSDVj1dOoYkSWoxi5QkNdHMmTMZvGRu6RiSJKnFPEdKkiRJkmqySEmSJElSTRYpSWqitrY2xow7rXQMSZLUYhYpSZIkSarJxSYkFTXv+rNZOmRs6RiSJEm1OCIlSZIkSTVZpCRJkiSpJouUpKKOPuE8Jk2aVDqGJElSLZ4jJamoexcuLh1BkiSpNouUJDXRlClT2OrZ+0vHkCRJLWaRkqQmam9vZ/CSuaVjSJKkFvMcKUmSJEmqySIlSU00Z84cZl3dWTqGJElqMaf2SVITTZ8+HYCJR7QVTiJJklrJIiWpqKPGH8zKLXcpHUOSJKkWi5Skos469SiWDhlbOoYkSVItniMlSZIkSTVZpCQVNe++RcyfP790DEmSpFqc2iepqIknnQ9AZ6cr3UmSpP7DESlJkiRJqskRKUlqos7OTgYvmVs6hiRJarE+NyIVEW+IiM6IuCMibouIg6rtERFfiYiFEXFXRBxQOqskSZKkganPFSngX4GzMvMNwBnVdYDxwD7Vz/HA14qkkyRJkjTg9cUilcCQ6vIOwG+qyxOAb2dDJ7BjROxaIqAkrc+kSZM4+oTzSseQJEkt1hfPkToFuC4ivkSj6B1SbR8KPNzldouqbY+sfQcRcTyNUSt23XnHFkaVpDUtWLCgdARJktQLihSpiLgR2GUdu04H3gGcmpmXR8RE4BvAYXXuPzMvAi4C2HfE8HyZcSW10KwLTmbZ9vuXjiFJklRLkSKVmestRhHxbeDk6uplwNery4uB4V1uOqzaJqkfGzNiGEuHjCodQ5IkqZa+eI7Ub4C3VpffDtxfXb4KOLZava8NeCozXzKtT5IkSZJarS+eI/Ux4PyI2BxYTnWuE3AN8G5gIbAMOK5MPEnNdOa5s1m55f8wderU0lEkSZJ6rM8Vqcz8H+CN69iewIm9n0hSK82+9mYAi5QkSepX+lyRkqT+bMKECWzx3KOlY0iSpBazSElSE02dOpXBS+aWjiFJklqsLy42IUmSJEl9mkVKkppo/vz5zLtvUekYkiSpxZzaJ0lNNHnyZADmXX922SCSJKmlLFKSihq991BWDdq+dAxJkqRaLFKSirrswlNYOmRs6RiSJEm1eI6UJEmSJNVkkZIkSZKkmixSkooaM+402traSseQJEmqxSIlSZIkSTW52IQkNdGMGTPY9unbS8eQJEktZpGSpCYaNWoUg5c8XjqGJElqMaf2SZIkSVJNFilJaqJp06Zx5rmzS8eQJEktZpGSpCbq6Ohg9rU3l44hSZJazHOkJBV15snvZ8U2+5SOIUmSVItFSlJRE49oY+mQsaVjSJIk1eLUPkmSJEmqySIlqahZV3cyZ86c0jEkSZJqcWqfpKLOOv9yANrb28sGkSRJqsEiJUlNNHLkSAaterp0DEmS1GIWKUlqopkzZzJ4ydzSMSRJUot5jpQkSZIk1WSRkiRJkqSaLFKS1ERtbW2MGXda6RiSJKnFLFKSJEmSVJOLTUgqat71Z7N0yNjSMSRJkmpxREqSJEmSarJISZIkSVJNFilJRR19wnlMmjSpdAxJkqRaPEdKUlH3LlxcOoIkSVJtFilJaqIpU6aw1bP3l44hSZJazCIlSU3U3t7O4CVzS8eQJEkt5jlSkiRJklSTRUqSmmjOnDnMurqzdAxJktRiTu2TpCaaPn06ABOPaCucRJIktZJFSlJRR40/mJVb7lI6hiRJUi0WKUlFnXXqUSwdMrZ0DEmSpFo8R0qSJEmSarJISSpq3n2LmD9/fukYkiRJtTi1T1JRE086H4DOTle6kyRJ/YcjUpIkSZJUkyNSktREnZ2dDF4yt3QMSZLUYo5ISZIkSVJNFilJkiRJqskiJUlNNGnSJI4+4bzSMSRJUot5jpQkNdGCBQtKR5AkSb3AIiWpqFkXnMyy7fcvHUOSJKkWi5SkosaMGMbSIaNKx5AkSarFc6QkSZIkqSaLlKSizjx3NtOmTSsdQ5IkqRaLlKSiZl97Mx0dHaVjSJIk1eI5UpLURBMmTGCL5x4tHUOSJLWYRUqSmmjq1KkMXjK3dAxJktRiTu2TJEmSpJosUpLURPPnz2fefYtKx5AkSS3m1D5JaqLJkycDMO/6s8sGkSRJLWWRklTU6L2HsmrQ9qVjSJIk1WKRklTUZReewtIhY0vHkCRJqsVzpCRJkiSpJouUJEmSJNVkkZJU1Jhxp9HW1lY6hiRJUi0WKUmSJEmqycUmJKmJZsyYwbZP3146hiRJarEiI1IRcXREzIuIFyLiTWvtmxoRCyNiQUS8q8v2w6ttCyNiSu+nlqQNGzVqFGNGDCsdQ5IktVipqX33AO8Dftp1Y0SMBj4AjAEOBy6MiEERMQj4KjAeGA18sLqtJEmSJPW6IlP7MvNXABGx9q4JwPcycwXwYEQsBA6q9i3MzAeq475X3fbe3kksST0zbdo0tnjuUc469ajSUSRJUgv1tcUmhgIPd7m+qNq2vu3rFBHHR8RtEXHbk0893ZKgkrQuHR0dzL725tIxJElSi7VsRCoibgR2Wceu0zOzo1WPC5CZFwEXAew7Yni28rEkvTxnnvx+VmyzT+kYkiRJtbSsSGXmYRtx2GJgeJfrw6ptdLNdUj828Yg2lg4ZWzqGJElSLX1tat9VwAciYquI2APYB7gFuBXYJyL2iIgtaSxIcVXBnJIkSZIGsFLLn/9FRCwC3gxcHRHXAWTmPGAWjUUkfgicmJmrMvN54CTgOuBXwKzqtpL6uVlXdzJnzpzSMSRJkmoptWrflcCV69n3BeAL69h+DXBNi6NJ6mVnnX85AO3t7WWDSJIk1VCkSEnSpmrkyJEMWuVqoZIkbeosUpLURDNnzmTwkrmlY0iSpBbra4tNSJIkSVKfZ5GSJEmSpJosUpLURG1tbYwZd1rpGJIkqcUsUpIkSZJUk4tNSCpq3vVns3TI2NIxJEmSanFESpIkSZJqskhJkiRJUk0WKUlFHX3CeUyaNKl0DEmSpFo8R0pSUfcuXFw6giRJUm0WKUlqoilTprDVs/eXjiFJklrMIiVJTdTe3s7gJXNLx5AkSS3mOVKSJEmSVJNFSpKaaM6cOcy6urN0DEmS1GJO7ZOkJpo+fToAE49oK5xEkiS1kkVKUlFHjT+YlVvuUjqGJElSLRYpSUWddepRLB0ytnQMSZKkWjxHSpIkSZJqskhJKmrefYuYP39+6RiSJEm1OLVPUlETTzofgM5OV7qTJEn9hyNSkiRJklSTI1KS1ESdnZ0MXjK3dAxJktRijkhJkiRJUk0WKUmSJEmqySIlSU00adIkjj7hvNIxJElSi3mOlCQ10YIFC0pHkCRJvcAiJamoWReczLLt9y8dQ5IkqRaLlKSixowYxtIho0rHkCRJqsVzpCRJkiSpJouUpKLOPHc206ZNKx1DkiSpFouUpKJmX3szHR0dpWNIkiTV4jlSktREEyZMYIvnHi0dQ5IktZhFSpKaaOrUqQxeMrd0DEmS1GJO7ZMkSZKkmixSktRE8+fPZ959i0rHkCRJLebUPklqosmTJwMw7/qzywaRJEktZZGSVNTovYeyatD2pWNIkiTVYpGSVNRlF57C0iFjS8eQJEmqxXOkJEmSJKkmi5QkSZIk1WSRklTUmHGn0dbWVjqGJElSLRYpSZIkSarJxSYkqYlmzJjBtk/fXjqGJElqMYuUJDXRqFGjGLzk8dIxJElSizm1T5IkSZJqskhJUhNNmzaNM8+dXTqGJElqMYuUJDVRR0cHs6+9uXQMSZLUYp4jJamoM09+Pyu22ad0DEmSpFosUpKKmnhEG0uHjC0dQ5IkqRan9kmSJElSTRYpSUXNurqTOXPmlI4hSZJUi1P7JBV11vmXA9De3l42iCRJUg0WKUlqopEjRzJo1dOlY0iSpBazSElSE82cOZPBS+aWjiFJklrMc6QkSZIkqSaLlCRJkiTVZJGSpCZqa2tjzLjTSseQJEktZpGSJEmSpJpcbEJSUfOuP5ulQ8aWjiFJklSLI1KSJEmSVJNFSpIkSZJqskhJKuroE85j0qRJpWNIkiTV4jlSkoq6d+Hi0hEkSZJqs0hJUhNNmTKFrZ69v3QMSZLUYkWm9kXE0RExLyJeiIg3ddn+zoj4RUTcXf337V32vbHavjAivhIRUSK7JHWnvb2diUe0lY4hSZJarNQ5UvcA7wN+utb2J4D3ZObrgEnAxV32fQ34GLBP9XN4L+SUJEmSpJcoUqQy81eZuWAd22/PzN9UV+cB20TEVhGxKzAkMzszM4FvA+29l1iSembOnDnMurqzdAxJktRiffkcqfcDv8zMFRExFFjUZd8iYOj6DoyI44HjAXbdecdWZpSkNUyfPh3A6X2SJG3iWlakIuJGYJd17Do9Mzs2cOwY4IvAuI157My8CLgIYN8Rw3Nj7kNS7zhq/MGs3HJdf1VIkiT1XS0rUpl52MYcFxHDgCuBYzPz19XmxcCwLjcbVm2T1M+ddepRLB0ytnQMSZKkWvrUF/JGxI7A1cCUzPzZ6u2Z+QiwJCLaqtX6jgW6HdWSJEmSpFYptfz5X0TEIuDNwNURcV216yRgb+CMiLij+tm52ncC8HVgIfBr4Nrezi2p+ebdt4j58+eXjiFJklRLkcUmMvNKGtP31t7+eeDz6znmNmDfFkeT1MsmnnQ+AJ2drnQnSZL6jz41tU+SJEmS+oO+vPy5pAGkrW3dy4VPmTKF9vZ2oPEdTauXF1+XrqNakyZNYsGCl3xdHQATJkxg6tSpAMyfP5/Jkyev9z5nzJjBqFGjAJg2bRodHes+PXPkyJHMnDmTzs5OBi+Zu977kyRJm4ZofL/tpisiHgceKp2jiV4JPFE6hNbL96dv8/3p23x/+jbfn77N96fv8z3q20Zm5uA6B2zyI1KZ+arSGZopIm7LzDeVzqF18/3p23x/+jbfn77N96dv8/3p+3yP+raIuK3uMZ4jJUmSJEk1WaQkSZIkqSaLVP9zUekA6pbvT9/m+9O3+f70bb4/fZvvT9/ne9S31X5/NvnFJiRJkiSp2RyRkiRJkqSaLFL9VER8KiIyIl5ZOovWFBFnR8T8iLgrIq6MiB1LZxroIuLwiFgQEQsjYkrpPFpTRAyPiP+OiHsjYl5EnFw6k14qIgZFxO0R8YPSWbSmiNgxImZX/+/5VUS8uXQm/VFEnFr93XZPRHw3IrYunWmgi4hvRsRjEXFPl207RcQNEXF/9d9XbOh+LFL9UEQMB8YB/1c6i9bpBmDfzHw9cB8wtXCeAS0iBgFfBcYDo4EPRsTosqm0lueBT2XmaKANONH3qE86GfhV6RBap/OBH2bmKGA/fJ/6jIgYCnwCeFNm7gsMAj5QNpWAGcDha22bAvwoM/cBflRd75ZFqn86F/gM4AlufVBmXp+Zz1dXO4FhJfOIg4CFmflAZj4HfA+YUDiTusjMRzLzl9XlpTQ+BA4tm0pdRcQw4Ajg66WzaE0RsQPw58A3ADLzucz8Q9FQWtvmwDYRsTmwLfCbwnkGvMz8KfDkWpsnADOryzOB9g3dj0Wqn4mICcDizLyzdBb1yEeAa0uHGOCGAg93ub4IP6T3WRGxO7A/cHPhKFrTeTT+Ae+Fwjn0UnsAjwPfqqZefj0itisdSg2ZuRj4Eo1ZRI8AT2Xm9WVTaT1enZmPVJcfBV69oQMsUn1QRNxYzaNd+2cC8FngjNIZB7oNvEerb3M6jSlL3ymXVOo/ImJ74HLglMxcUjqPGiLiSOCxzPxF6Sxap82BA4CvZeb+wDP0YEqSekd1ns0EGoX3NcB2EfGhsqm0IdlY1nyDM78274UsqikzD1vX9oh4HY1fxDsjAhpTxn4ZEQdl5qO9GHHAW997tFpETAaOBN6RfsdAaYuB4V2uD6u2qQ+JiC1olKjvZOYVpfNoDW8B3hsR7wa2BoZExCWZ6YfBvmERsCgzV4/izsYi1ZccBjyYmY8DRMQVwCHAJUVTaV1+GxG7ZuYjEbEr8NiGDnBEqh/JzLszc+fM3D0zd6fxl+cBlqi+JSIOpzEF5r2Zuax0HnErsE9E7BERW9I4yfeqwpnURTT+ZegbwK8y88ul82hNmTk1M4dV/9/5APBjS1TfUX0GeDgiRlab3gHcWzCS1vR/QFtEbFv9XfcOXAykr7oKmFRdngR0bOgAR6Sk5rsA2Aq4oRo57MzMvy0baeDKzOcj4iTgOhqrJX0zM+cVjqU1vQX4MHB3RNxRbftsZl5TLpLUr/wd8J3qH4seAI4rnEeVzLw5ImYDv6Qx3f924KKyqRQR3wUOBV4ZEYuAM4HpwKyI+CjwEDBxg/fjrCNJkiRJqsepfZIkSZJUk0VKkiRJkmqySEmSJElSTRYpSZIkSarJIiVJkiRJNVmkJEmSJKkmi5QkqddFxKqIuCMi5kXEnRHxqYjYrNr3poj4SjfH7h4Rf9l7aV/y2M92+b6rnh53TEQsjIgftCiaJKmXWaQkSSU8m5lvyMwxwDuB8TS+EJHMvC0zP9HNsbsDRYpU5deZ+YY6B2TmpcBftyaOJKkEi5QkqajMfAw4HjgpGg5dPXITEW+tRq7uiIjbI2IwjW+fH1ttO7UaJZobEb+sfg6pjj00In4SEbMjYn5EfCciotp3YET8bzUadktEDI6IQRFxdkTcGhF3RcTfbCh79djzI2JGRNxXPcZhEfGziLg/Ig5q3SsnSSpp89IBJEnKzAciYhCw81q7Pg2cmJk/i4jtgeXAFODTmXkkQERsC7wzM5dHxD7Ad4E3VcfvD4wBfgP8DHhLRNwCXAock5m3RsQQ4Fngo8BTmXlgRGwF/Cwirs/MBzcQf2/gaOAjwK00Rsv+DHgv8FmgfeNeFUlSX2aRkiT1ZT8DvhwR3wGuyMxF1aBSV1sAF0TEG4BVwIgu+27JzEUA1XlNuwNPAY9k5q0Ambmk2j8OeH1EHFUduwOwD7ChIvVgZt5d3cc84EeZmRFxd/V4kqRNkEVKklRcROxJowQ9Bvzp6u2ZOT0irgbeTWOE6F3rOPxU4LfAfjSmrC/vsm9Fl8ur6P7/ewH8XWZeVzN+18d4ocv1FzbweJKkfsxzpCRJRUXEq4B/By7IzFxr316ZeXdmfpHGtLlRwFJgcJeb7UBjhOkF4MPAoA085AJg14g4sHqMwRGxOXAd8PGI2KLaPiIitnv5z1CStCnyX8okSSVsU0212wJ4HrgY+PI6bndKRLyNxujOPODa6vKqiLgTmAFcCFweEccCPwSe6e6BM/O5iDgG+LeI2IbG+VGHAV+nMRXvl9WiFI/j+U2SpPWItf7xT5IkrUdE7A78IDP33YhjD6XLIhmSpP7NqX2SJPXcKmCHjflCXhojZ79vRShJUu9zREqSJEmSanJESpIkSZJqskhJkiRJUk0WKUmSJEmqySIlSZIkSTVZpCRJkiSppv8PeLBfczBeJQkAAAAASUVORK5CYII=", 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" ] @@ -123,7 +125,7 @@ "ax.set_ylim([-122, 10])\n", "ax.set_xlabel(\"Distance [m]\")\n", "ax.set_ylabel(\"Relative height [m]\")\n", - "ax.set_title(\"Conceptual Model - Dawsonville Example\")" + "ax.set_title(\"Conceptual Model - Dawsonville Example\");" ] }, { @@ -360,7 +362,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -379,7 +381,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"displacement [m]\")\n", "plt.title(\"Model Results - Single-layer model\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -583,7 +585,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -602,7 +604,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"displacement [m]\")\n", "plt.title(\"Model Results - Multi-layer model\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -759,7 +761,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -778,7 +780,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"displacement [m]\")\n", "plt.title(\"Model Results - Multi-layer with res\")\n", - "plt.legend()" + "plt.legend();" ] }, { diff --git a/docs/04pumpingtests/unconfined1_vennebulten.ipynb b/docs/04pumpingtests/unconfined1_vennebulten.ipynb index 15df63e..d9e1a97 100644 --- a/docs/04pumpingtests/unconfined1_vennebulten.ipynb +++ b/docs/04pumpingtests/unconfined1_vennebulten.ipynb @@ -38,12 +38,14 @@ "jupyter": { "source_hidden": true }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -167,7 +169,7 @@ "ax.set_ylim([-21, 7])\n", "ax.set_xlabel(\"Distance [m]\")\n", "ax.set_ylabel(\"Relative height [m]\")\n", - "ax.set_title(\"Conceptual Model - Vennebulten Example\")" + "ax.set_title(\"Conceptual Model - Vennebulten Example\");" ] }, { @@ -273,7 +275,7 @@ "outputs": [ { "data": { - "image/png": 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" ] @@ -342,7 +344,7 @@ "ax.set_ylim([-21, 7])\n", "ax.set_xlabel(\"Distance [m]\")\n", "ax.set_ylabel(\"Relative height [m]\")\n", - "ax.set_title(\"Conceptual Model 1 - Vennebulten Example\")" + "ax.set_title(\"Conceptual Model 1 - Vennebulten Example\");" ] }, { @@ -606,7 +608,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -628,7 +630,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", "plt.title(\"TTim Unconfined Model Results - Shallow Piezometer\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -810,7 +812,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -832,7 +834,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", "plt.title(\"TTim Unconfined Model Results - Deeper Piezometer\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -858,7 +860,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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\n", 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", 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" ] @@ -1195,7 +1197,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", "plt.title(\"TTim Multi - Layer Unconfined Model Results\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -1233,7 +1235,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -1334,7 +1336,7 @@ "ax.set_ylim([-21, 7])\n", "ax.set_xlabel(\"Distance [m]\")\n", "ax.set_ylabel(\"Relative height [m]\")\n", - "ax.set_title(\"Conceptual Model 3 - Multi-layer Model 3D - Vennebulten Example\")" + "ax.set_title(\"Conceptual Model 3 - Multi-layer Model 3D - Vennebulten Example\");" ] }, { @@ -1542,7 +1544,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -1564,7 +1566,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"drawdown [m]\")\n", "plt.title(\"TTim Stratified Unconfined Model Results\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -1815,13 +1817,6 @@ "* Neuman, S.P., Witherspoon, P.A., 1969. Applicability of current theories of flow in leaky aquifers. Water Resources Research 5, 817–829.\n", "* Yang, Xinzhu (2020) Application and comparison of different methodsfor aquifer test analysis using TTim. Master Thesis, Delft University of Technology (TUDelft), Delft, The Netherlands." ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Next Notebook: [Unconfined 2 - Moench](unconfined2_moench.ipynb)" - ] } ], "metadata": { diff --git a/docs/04pumpingtests/unconfined2_moench.ipynb b/docs/04pumpingtests/unconfined2_moench.ipynb index cf32ce6..1068195 100644 --- a/docs/04pumpingtests/unconfined2_moench.ipynb +++ b/docs/04pumpingtests/unconfined2_moench.ipynb @@ -32,12 +32,14 @@ "jupyter": { "source_hidden": true }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -184,7 +186,7 @@ "ax.set_ylim([-10, 4])\n", "ax.set_xlabel(\"Distance [m]\")\n", "ax.set_ylabel(\"Relative height [m]\")\n", - "ax.set_title(\"Conceptual Model - Vennebulten Example\")" + "ax.set_title(\"Conceptual Model - Vennebulten Example\");" ] }, { @@ -322,7 +324,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -353,7 +355,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"head [m]\")\n", "plt.title(\"Model Results - Simulation 1\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -616,7 +618,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -647,7 +649,7 @@ "plt.xlabel(\"time [d]\")\n", "plt.ylabel(\"head [m]\")\n", "plt.title(\"Model Results - Calibration 1\")\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -882,7 +884,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -909,7 +911,7 @@ "plt.semilogx(t3, h3, \",\", label=\"PS2\")\n", "plt.semilogx(t3, hm3_3, label=\"ttim PS2\")\n", "plt.semilogx(t4, h4, \".\", label=\"PD2\")\n", - "plt.semilogx(t4, hm4_3, label=\"ttim PD2\")" + "plt.semilogx(t4, hm4_3, label=\"ttim PD2\");" ] }, { @@ -960,7 +962,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -987,7 +989,7 @@ "plt.semilogx(t3, h3, \",\", label=\"PS2\")\n", "plt.semilogx(t3, hm3_4, label=\"ttim PS2\")\n", "plt.semilogx(t4, h4, \".\", label=\"PD2\")\n", - "plt.semilogx(t4, hm4_4, label=\"ttim PD2\")" + "plt.semilogx(t4, hm4_4, label=\"ttim PD2\");" ] }, { @@ -1153,13 +1155,6 @@ "* Moench, Allen, F., 1997. Flow to a well of finite diameter in a homogeneous, anisotropic water table aquifer. Water Resources Research 34, 2431–2432.\n", "* Yang, Xinzhu (2020) Application and comparison of different methodsfor aquifer test analysis using TTim. Master Thesis, Delft University of Technology (TUDelft), Delft, The Netherlands." ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Next Notebook: [Slug 1 - Pratt County](slug1_pratt_county.ipynb)" - ] } ], "metadata": {