{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Generic dfs processing\n", "Tools and methods that applies to any type of dfs files. \n", "\n", "* mikeio.read()\n", "* mikeio.generic: methods that read any dfs file and outputs a new dfs file of the same type\n", " - concat: Concatenates files along the time axis \n", " - scale: Apply scaling to any dfs file\n", " - sum: Sum two dfs files \n", " - diff: Calculate difference between two dfs files\n", " - extract: Extract timesteps and/or items to a new dfs file\n", " - time-avg: Create a temporally averaged dfs file\n", " - quantile: Create temporal quantiles of dfs file\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import mikeio\n", "import mikeio.generic" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Concatenation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Take a look at these two files with overlapping timesteps." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Dimensions: (97, 10)\n", "Time: 2019-01-01 00:00:00 - 2019-01-03 00:00:00\n", "Items:\n", " 0: Level (meter)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t1 = mikeio.read(\"../tests/testdata/tide1.dfs1\")\n", "t1" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Dimensions: (97, 10)\n", "Time: 2019-01-02 00:00:00 - 2019-01-04 00:00:00\n", "Items:\n", " 0: Level (meter)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t2 = mikeio.read(\"../tests/testdata/tide2.dfs1\")\n", "t2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot one of the points along the line." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(t1.time,t1.data[0][:,1], label=\"File 1\")\n", "plt.plot(t2.time,t2.data[0][:,1],'k+', label=\"File 2\")\n", "plt.legend()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "mikeio.generic.concat(infilenames=[\"../tests/testdata/tide1.dfs1\",\n", " \"../tests/testdata/tide2.dfs1\"],\n", " outfilename=\"concat.dfs1\")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Dimensions: (145, 10)\n", "Time: 2019-01-01 00:00:00 - 2019-01-04 00:00:00\n", "Items:\n", " 0: Level (meter)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "c = mikeio.read(\"concat.dfs1\")\n", "plt.plot(c.time,c.data[0][:,1])\n", "c" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Difference between two files\n", "\n", "Take difference between two dfs files with same structure - e.g. to see the difference in result between two calibration runs" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 5/5 [00:00<00:00, 2170.52it/s]\n" ] } ], "source": [ "fn1 = \"../tests/testdata/oresundHD_run1.dfsu\"\n", "fn2 = \"../tests/testdata/oresundHD_run2.dfsu\"\n", "fn_diff = \"oresundHD_difference.dfsu\"\n", "mikeio.generic.diff(fn1, fn2, fn_diff)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from mikeio import Dfsu\n", "_, ax = plt.subplots(1,3, sharey=True, figsize=(12,5))\n", "dfs = Dfsu(fn1)\n", "dfs.plot(dfs.read()[0][-1,:], vmin=0.06, vmax=0.27, show_mesh=False, ax=ax[0], title='run 1')\n", "dfs = Dfsu(fn2)\n", "dfs.plot(dfs.read()[0][-1,:], vmin=0.06, vmax=0.27, show_mesh=False, ax=ax[1], title='run 2')\n", "dfs = Dfsu(fn_diff)\n", "dfs.plot(dfs.read()[0][-1,:], vmin=-0.1, vmax=0.1, cmap='coolwarm', \n", " show_mesh=False, ax=ax[2], title='difference');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Extract time steps or items\n", "\n", "The extract() method can extract a part of a file:\n", "\n", "* **time slice** by specifying *start* and/or *end*\n", "* specific **items**" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "infile = \"../tests/testdata/tide1.dfs1\"\n", "mikeio.generic.extract(infile, \"extracted.dfs1\", start='2019-01-02')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Dimensions: (49, 10)\n", "Time: 2019-01-02 00:00:00 - 2019-01-03 00:00:00\n", "Items:\n", " 0: Level (meter)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "e = mikeio.read(\"extracted.dfs1\")\n", "e" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "infile = \"../tests/testdata/oresund_vertical_slice.dfsu\"\n", "mikeio.generic.extract(infile, \"extracted.dfsu\", items='Salinity', end=-2)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Dimensions: (2, 441)\n", "Time: 1997-09-15 21:00:00 - 1997-09-16 00:00:00\n", "Items:\n", " 0: Salinity (PSU)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "e = mikeio.read(\"extracted.dfsu\")\n", "e" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Scaling\n", "\n", "Adding a constant e.g to adjust datum" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ds = mikeio.read(\"../tests/testdata/gebco_sound.dfs2\")\n", "plt.imshow(ds['Elevation'][0])\n", "plt.colorbar();" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "-43.0" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds['Elevation'][0,104,131]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is the processing step." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "mikeio.generic.scale(\"../tests/testdata/gebco_sound.dfs2\", \n", " \"gebco_sound_local_datum.dfs2\",\n", " offset=-2.1\n", " )" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ds2 = mikeio.read(\"gebco_sound_local_datum.dfs2\")\n", "plt.imshow(ds2['Elevation'][0])\n", "plt.colorbar();" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "-45.099998474121094" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds2['Elevation'][0,104,131]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spatially varying correction" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(264, 216)" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import numpy as np\n", "factor = np.ones_like(ds['Elevation'][0])\n", "factor.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Add some spatially varying factors, exaggerated values for educational purpose." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAQkAAAD8CAYAAABkQFF6AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAAR2UlEQVR4nO3df6zd9V3H8eeLywC5g1jWQbq2kbJUI5jIyE03xSxMdDA0lkVnSjKthqSLYTrNjIHtD/ZPk2k2p/+wpNtwjZsgwS00C9nG0AVNFCiMQQtjdIBw10rXsShpDLT3vvzjfK+clvv9nu+559fnnvt6JJ+cc77ne77nfU/g3c/n8/38kG0iIuqcMekAIqJsSRIR0ShJIiIaJUlERKMkiYholCQREY1GliQkXSvpaUmHJN08qu+JiNHSKMZJSJoBvg/8OjAPPAzcYPvJoX9ZRIzUqGoS24BDtp+1/RpwJ7B9RN8VESN05oiuuxF4sev1PPDOupPP0tk+h9kRhRIxHq/wk2O23zrINa55z6x//PJCq3MfefzVb9i+dpDva2NUSULLHDulXSNpF7AL4BzO5Z26ekShRIzHt3z3fw56jWMvL/DgNza1OvdNG36wftDva2NUSWIe2Nz1ehNwuPsE23uAPQDn64JMIIkAwCx4cdJBnGJUfRIPA1slbZF0FrAD2Dei74qYGgYWcasyLiOpSdg+KenDwDeAGeB22wdH8V0R02aRsmoSo2puYPte4N5RXT9iGhlzorDmxsiSRET0z8DCGJsSbSRJRBRmnP0NbSRJRBTEwEJhq8UlSUQUpqweiSSJiKIYF9cnkaniEQWx4UTL0ouk2yUdlXSg69gFku6T9Ez1uK7XdZIkIooiFlqWFr4InD6342bgfttbgfur142SJCIKYmDR7UrPa9kPAC+fdng7sLd6vhe4vtd10icRUZiWtYSVusj2EQDbRyRd2OsDSRIRBekMpmqdJNZL2t/1ek81cXKokiQiCmLghFv3AhyzPdfnV7wkaUNVi9gAHO31gfRJRBTEiAXOaFVWaB+ws3q+E7in1wdSk4gozKKH0ych6Q7gKjrNknngVuCTwF2SbgReAD7Q6zpJEhEF6bNPovla9g01b/W1DFySRERRxEL7PomxSJKIKEhnZaokiYioYYvXPDPpME6RJBFRmMXRDqbqW5JEREE6HZdpbkRErXRcRkSDdFxGRE8LQxpMNSxJEhEFMeKEy/rfsqxoIta4dFxGRCOjNDciolk6LuuorOy5KhW2X0P0zya3QJfz6sZZnv3IuyYdxqr3tn9d4M3fPTzpMNauFwa/RKfjMsOy30jgmfwrOLBUxqZCOi4jopbR0BadGZYkiYjCpCYREbU6+25MUZKQ9DzwCrAAnLQ9J+kC4B+Bi4Hngd+1/ZPBwoxYK1rvzjU2w0hZ77F9edfS3n1vIxYRHZ0l9WdalXEZRb2m723EIqLDFos+o1UZl0G/ycA3JT0iaVd17JRtxICe24hFxOsWfEarMi6DdlxeaftwtZ/gfZK+1/aDVVLZBTCzrufu5xFrQmc9iSnqk7B9uHo8CnwV2Ea1jRhA0zZitvfYnrM9NzM7O0gYEVNExdUkVvxNkmYlnbf0HHgvcIAVbCMWER2dW6BqVcZlkObGRcBX1ZmYdSbwD7a/Lulh+txGLCI6pmruhu1ngV9c5viP6XMbsYh4XaaKR0StzlTxsjoukyQiCpMJXhFRqzMLNM2NiKjRGZadJBERtcqrSZQVTUSwiFqVXiT9maSDkg5IukPSOSuJJ0kioiBLdzfalCaSNgJ/AszZ/gVgBtixkpjS3IgozBCbG2cCPyXpBHAusKJVklOTiCjI0hqXgw7Ltv1D4FN0Rj0fAf7b9jdXElOSRERBDJz0Ga0KsF7S/q6ytFwDktbRWdtlC/A2YFbSB1cSU5obEYXpo7lxrGtFuNP9GvCc7R8BSPoK8MvAl/qNJ0kioiTDm+H5AvAuSecC/0tnPtX+lVwoSSKiIMNadMb2g5LuBh4FTgLfAfas5FpJEhGFGdbcDdu3ArcOep0kiYiCLC06U5IkiYiCGHFysaybjkkSEYUpbSHcJImIkjjNjYhokD6JiOgpSSIiahmxkI7LiGiSjsuIqOV0XEZEL06SiIh6493Cr40kiYjCpCYREbVsWFhMkoiIBrm7ERG1TJobEdEoHZcR0YM96QhOlSQRUZg0NyKiVufuRllzN3pGI+l2SUclHeg6doGk+yQ9Uz2u63rvFkmHJD0t6ZpRBR4xrex2ZVzapKwvAteeduxm4H7bW4H7q9dIupTOfoOXVZ+5TdLM0KKNWANstSrj0jNJ2H4AePm0w9uBvdXzvcD1XcfvtP2q7eeAQ8C24YQaMf1MuwRRVJKocZHtIwDV44XV8Y3Ai13nzVfH3kDSrqXtyRaOH19hGBHTxy3LuAy743K59Lbs32N7D9VmIWdv3lzYTZ+ICTG4sGHZK61JvCRpA0D1eLQ6Pg9s7jpvEyvc7jxirZqW5sY+YGf1fCdwT9fxHZLOlrQF2Ao8NFiIEWtLaXc3ejY3JN0BXEVnm/N5OtuGfRK4S9KNdDYm/QCA7YOS7gKepLP/4E22F0YUe8TUWZVzN2zfUPPW1TXn7wZ2DxJUxJplYLUliYgYr8zdiIgGKu7uRpJERGlSk4iIWi6v47Ks6WYRMdQhl5J+WtLdkr4n6SlJv9RvOKlJRBRnqDWJvwW+bvt3JJ0FnNvvBZIkIkqzOJzLSDofeDfwBwC2XwNe6/c6aW5ElGRpnESb0tslwI+Av5P0HUmflzTbb0hJEhGF6WNY9vqlmdRV2XXapc4ErgA+a/sdwHGqtV/6keZGRGna3wI9Znuu4f15YN72g9Xru1lBkkhNIqI0Q2pu2P4v4EVJP1cduprOvKq+pCYRURgNdzDVHwNfru5sPAv8Yb8XSJKIKIkFQxyWbfsxoKlJ0lOSRERpMiw7IholSUREoySJiKiVRWciopch390YWJJERGmSJCKiSWoSEdEsfRIRUWvce/i1kCQRUZokiYhooiEtOjMsSRIRpUlNIiLqyLm7ERG95O5GRDRKTSIimqS5ERH1nLsbEdFLahIR0aiwJNFztWxJt0s6KulA17FPSPqhpMeqcl3Xe7dIOiTpaUnXjCrwiGm1dBu0VxmXNkvqfxG4dpnjn7F9eVXuBZB0KbADuKz6zG2SZoYVbESMX8/mhu0HJF3c8nrbgTttvwo8J+kQsA3495WHGNPE553Libf0vdPc6vDCkK5TWHNjkD6JD0v6fWA/8FHbPwE2Av/Rdc58dewNqi3JdgHMrFs3QBixmjz/2+t58o9um3QYIzGzYQgXKfDuxkp38Pos8HbgcuAI8Onq+HJDxZbNi7b32J6zPTczO6X/skSshFuWMVlRTcL2S0vPJX0O+Fr1ch7Y3HXqJuDwiqOLWGNEeYOpVlSTkNRdsXo/sHTnYx+wQ9LZkrYAW4GHBgsxYo1ZbTUJSXcAV9HZ5nweuBW4StLldEJ9HvgQgO2Dku6isynpSeAm2wsjiTxiGq3GWaC2b1jm8Bcazt8N7B4kqIg1rbCOy4y4jCjMqqtJRMSYJUlERK2slh0RvZTW3FjpYKqIGJUh3gKVNCPpO5K+1vvs5aUmEVGYIQ/L/gjwFHD+Si+QmkRESdrWIlrUJCRtAn4D+PwgISVJRBREfZQW/gb4CwYceZEkEVGa9jWJ9ZL2d5VdS5eQ9JvAUduPDBpO+iQiCtPH3Y1jtudq3rsS+K1q1bhzgPMlfcn2B/uNJzWJiNIMoU/C9i22N9m+mM5qcf+8kgQBqUlElKXARWeSJCJKM+TBVLa/DXx7pZ9PkogoTGkjLpMkIkqTJBERTVKTiIh6JovORES9EhfCTZKIKE2SREQ0kcvKEkkSESXJylQR0Uv6JCKiUYZlR0Sz1CQiotZq3MErIsYsSSIi6mQwVUT0pMWyskSSRERJMk4iInrJLdCIaJaaREQ0Ka3jsudq2ZI2S/oXSU9JOijpI9XxCyTdJ+mZ6nFd12dukXRI0tOSrhnlHxAxVQzY7cqYtFlS/yTwUds/D7wLuEnSpcDNwP22twL3V6+p3tsBXAZcC9wmaWYUwUdMIy22K+PSM0nYPmL70er5K3Q2H90IbAf2VqftBa6vnm8H7rT9qu3ngEPAtiHHHTGVlsZJtCnj0tfmPJIuBt4BPAhcZPsIdBIJcGF12kbgxa6PzVfHTr/WrqXtyRaOH19B6BFTqG1To7DmBgCS3gz8E/Cntv+n6dRljr3hL7K9x/ac7bmZ2dm2YURMvVVZk5D0JjoJ4su2v1IdfknShur9DcDR6vg8sLnr45uAw8MJN2INGMI2f8PU5u6GgC8AT9n+66639gE7q+c7gXu6ju+QdLakLcBW4KHhhRwx3UqrSbQZJ3El8HvAE5Ieq459DPgkcJekG4EXgA8A2D4o6S7gSTp3Rm6yvTDswCOmkoGFsgZK9EwStv+N5fsZAK6u+cxuYPcAcUWsWaUNpsqIy4jSZLXsiGiSmkRE1MtU8YhoIkCFdVz2NeIyIkZPdqvS8zo1kzP7lZpEREmG29xYmpz5qKTzgEck3Wf7yX4ukiQRUZThzcuo5lQtza96RdLS5MwkiYjVbBR3N06bnNmXJImI0rSvSayXtL/r9R7be04/qY/JmctKkogoifu6u3HM9lzTCTWTM/uSJBFRmiE1NxomZ/Ylt0AjCjOsW6C8PjnzVyU9VpXr+o0nNYmI0gzv7kbT5MzWkiQiSmIgm/NERB3RuikxNkkSEaVZLKsqkSQRUZI0NyKilzQ3IqJZkkRE1BvvxjttJElElGQ1rpYdEeOVPomIaJYkERG1DCwmSURErXRcRkQvSRIRUcvAQllDLpMkIopicJJERDRJcyMiauXuRkT0lJpERDQqLEn0XAi3bj9BSZ+Q9MPlFtiUdIukQ5KelnTNKP+AiKliw8JCuzImbWoSy+4nWL33Gduf6j5Z0qXADuAy4G3AtyT9rO3x/VURq9lqq0nYPmL70er5K8DSfoJ1tgN32n7V9nPAIWDbMIKNWBPsdmVM+tp3Y5n9BD8s6XFJt0taVx3bCLzY9bF5mpNKRPw/d+5utClj0jpJLLOf4GeBtwOX09m5+NNLpy7z8Tf8RZJ2Sdovaf/C8eP9xh0xnQz2YqsyLq2SxHL7Cdp+yfaCO9F+jtebFPPA5q6PbwIOn35N23tsz9mem5mdHeRviJguC4vtypi0ubux7H6CkjZ0nfZ+4ED1fB+wQ9LZkrYAW4GHhhdyxBSzO0vqtylj0ubuxtJ+gk9Ieqw69jHgBkmX02lKPA98CMD2QUl3AU/SuTNyU+5sRPShsLsbPZNEw36C9zZ8Zjewe4C4ItYsZ3OeiKiXRWciokkmeEVEEwMe45DrNpIkIkriLDoTET04zY2IaFRYTUIuoCdV0o+A48CxScfSw3oS4zBMa4w/Y/utg3yppK9X393GMdvXDvJ9bRSRJAAk7bc9N+k4miTG4UiMq0tfs0AjYu1JkoiIRiUliT2TDqCFxDgciXEVKaZPIiLKVFJNIiIKNPEkIenaalXtQ5JunnQ8SyQ9L+mJaiXw/dWxCyTdJ+mZ6nFdr+uMIK7bJR2VdKDrWG1ck1i5vCbGolZXb1gFvqjfsgi2J1aAGeAHwCXAWcB3gUsnGVNXbM8D60879lfAzdXzm4G/nEBc7wauAA70igu4tPpNzwa2VL/1zIRi/ATw58ucO6kYNwBXVM/PA75fxVLUb1lCmXRNYhtwyPaztl8D7qSz2naptgN7q+d7gevHHYDtB4CXTztcF9dEVi6vibHOpGKsWwW+qN+yBJNOEiWvrG3gm5IekbSrOnaR7SPQ+Y8MuHBi0Z2qLq7Sft8iV1c/bRX41fJbjs2kk0SrlbUn5ErbVwDvA26S9O5JB7QCJf2+A62uPirLrAJfe+oyx0r5b3WkJp0kWq2sPQm2D1ePR4Gv0qlavrS0AHD1eHRyEZ6iLq5ifl8PuLr6KCy3Cjyr4Lcct0kniYeBrZK2SDqLzvaA+yYcE5Jmqy0NkTQLvJfOauD7gJ3VaTuBeyYT4RvUxVXMyuWlra5etwo8q+C3HLtJ95wC19HpWf4B8PFJx1PFdAmdnuzvAgeX4gLeAtwPPFM9XjCB2O6gU10/Qedftxub4gI+Xv22TwPvm2CMfw88ATxO53+4DROO8VfoNBceBx6rynWl/ZYllIy4jIhGk25uREThkiQiolGSREQ0SpKIiEZJEhHRKEkiIholSUREoySJiGj0f5OV0XFqU6FKAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "factor[:,0:100] = 5.3\n", "factor[0:40,] = 0.1\n", "factor[150:,150:] = 10.7\n", "plt.imshow(factor)\n", "plt.colorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The 2d array must first be flipped upside down and then converted to a 1d vector using [numpy.ndarray.flatten](https://numpy.org/doc/stable/reference/generated/numpy.ndarray.flatten.html) to match how data is stored in dfs files." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "factor_ud = np.flipud(factor)\n", "factor_vec = factor_ud.flatten()\n", "mikeio.generic.scale(\"../tests/testdata/gebco_sound.dfs2\", \n", " \"gebco_sound_spatial.dfs2\",\n", " factor=factor_vec\n", " )" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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3T08y5s2A29MlvAqn7CqpODK1nElWWLBDHlu6jRtrPZw3eBWMKAoI4aHoJI7cjR4QESW1Dq+CqjTW+nBe8N4wzEfHWeMZOstq0mE175D1LA7DmWSO9z32Ct5w/8PrxmlxNNAWnNphzEnG56fPMy9w/q4re3rugsQeeWqRF/wq1908q9ott5vYQ+/ezvO8KL3BA/OneXp4gstrJ3ny5mkGWYIARoJKlTtTkkiQcsBEdU9EsaLriMaaEF7lnQ2BVt6QO0N/KKzZlH4nQeP+i50bQJDKphFni8MJpflH6LDiQBBMt/NFPHj3h/Z1Dg/efYWTl87xnGQ85+fp+xQYGdyseIx67u0+z7nONe7uHadnc55ZO07X5hxLBwBcH8xxvT/HMLdolFqGJeHomBpUhTWK9xolHcpjB4OEQT9lpd9hJetwprPCi9JAMv0n7uPV917Y5TvTYq/RSjBHFHecv8wdwIWLiyx5S7+mC69oh1XfZcV36aUZZ06v8Pzx4zg1nEyCOnUtX+Cp/hmeHRzj5rDH8rDL0FlyZ3BecH40ZmJHZJO79Q+ViGIMZANLtjyPc4Yn587QNTluLuz/7x9/KV/x4s/uzg1psecIfZFagjnSuG+KmvboU4vc8CnX/Rx9TTmb3CTTpCxzeMqusJheIzuWkKnlmewkj6zcwXNrx1jJOgzyJEg3QO4NVsa9VUYUaz2qgnMGY5Sk48i8MFjq8nB2jsunTrB2Rwd73HNncoPfvXA/f/K+x3bzlrTYMxyero2zYFsEIyIXgCXAAbmqPiQiZ4B/BdxH8K//t6p6bXvTPDh44O5APpcuLrKkwpJP6WtSeqOGaunZDAjq1bwJqtOZzgprrsONrMdy1mUtT+lHssmj7aVQiyTaaQpY6zHzGYO1FLeU8tzaSX4nu5/LZ07wRScv8cfmLuEuPMCD6RonTYe5xQt7fVta7BBC25LWi1TFn1bV5yvf3wr8pqq+Q0TeGr9//w6c50Bhs8bof//4SxmqZcnP8YI7xqrv8Hx2nCv9k7wwWKDvEpaGXfpZgveGzFmM0dIeI6J0ehmZKH414ebzC3xsqcfjJ27jk7ct8oUnLnHqxEc4eXSk61sSwQFwdP6Iu6EivRF4bfz8C8BvcQQJZrNospM8+tQiz7g5Pjk4z1W3wLVsgSuDkzyzdpxrFUNx7k1UlyDt5uRW8ZnBDyzXnz7Oh27M89kTd7D40uucs4/Rv3wXFuHEudbLdBjRFv0eQYHfEBEF/rGqvhN4kapeAVDVKyJyR9OBMbX8zQD33HPPNqdxOPHA3Vd4APiTDdv+wgf/Eqt5St+lrGadUp3KnCVNHb4r5LklW0vRoeHm8wt85p5FLs89Tio+BBReOscdMwQmtjg4CAELrQ2mwJeq6uVIIu8Xkc/MemAko3cCPPTQQwckLv/g4F2v/hl+5OGv46n+aVbyLjezHmt5yiBPyLwJLuwsIUsd3gvDYfhT9jV4v/riySTHXzo3U/Rzi4OCtm1JCVW9HP99VkR+hVD56hkRWYzSyyLw7A7M85bE33zF/8u7P/cQl7PTXBme4upwgRtZj9W8w8AlzKUZmbMMnSVLc04nq1gUh4xc7D7HXVxk3lhOn7u4vxfUYkMEN3UrwSAiC4BR1aX4+c8AP0JI9/5W4B3x31/biYluB4e5cNObPm8UgPirj34RD6/dzeXBKVZch8xbht7Sd0GyOZMs0xVHhgE19NWGHCiTk3mHv3Se285f2serabER2lykEV4E/IqIFOO8S1X/rYj8Z+A9IvIdwJPAN25/mtvDYSWXOr7+gY/x9cC7HnkVT2VnuJHP41VY9R1ybzmXXqMjnpgcBWpwCJkaUhxOlOXL93Ls3BP7eyEtpqJtvAao6mPAFzWsfwH4yu1MqsV0/IUH/4APPnEf1908S36O5/Lj9DXlDrvEcSM49fTVs0RCFkkGwAOrmpFdvqtVlw4oQrmGVkVqsc+o5iD97oX7eTI/Q09yDGBEAKWvngxDpoZMhL4qKeDxvHDpPF1JWmnmAKK1wbQ4UPiT9z1G74l7OGkyQCgynBaMx3vHiias+gRMDqLhZ1LAsOVCZS12CSGbulWRWhwwfPG9TwJw8/LdLPmcjFBwuScuuq6ToCNFknEaIi6uterSgUJIFTg6BHN0rqQFACfOPUUGuBhZlArMx8qAQ0wkGyFTGKoy0EAyLQ4KggQzy7Kts4h8o4h8UkS8iDxU29bYOlZEvkREPhG3/R8SPTzT0BLMEYTTQCwdEXoiHDeengR1qK+WVZ+wqpZVFVZ8IJkWBwcemWnZJh4G/hzw29WVtdaxrwd+SkQKv/lPE6LvH4zL6zc6SasiHSFcuhg6UfQErEj562EJqlLhsnYIFL+A4qO61OIgYK+8SKr6aYAGIaRsHQs8LiKfA14VKyecUNXfi8f9M+DrgX8z7TwtwRwRPHlxkUxhIVYhr4qmVoQuiotG3SrJOARLztOXztEV09pjDgA2of7cLiLVUpDvjCk428F54IOV70Xr2Cx+rq+fipZgjggGCg7BqWLjr5JFcJX2Kz0JfQOhSjLQx2K8w0wo59li77DJmrxbbh2rqpMi7Ce1jt1SS9mWYI4ILrljLMiQ43Y4tt4ieBRbfldSPEhspYLg1GJQeq0tZt+hQL5DXqRZW8fWMKl17MX4ub5+Kloj7xHBf1x+KZfyU9GD1PzDYgnGXyuBZIxomRyZYciAFy5tKPW22GXshRdpChpbx8YSLEsi8uroPfoWZsgzbCWYQ4xHnlrk0ew0H1m7j4eX7uJc5xpNyesGIKpNTkekYgltVNCgMq14Q88q1y7fRYpto3z3AxN6Z+00ROQbgJ8EzgL/WkQ+qqqv26B17F8Gfh6YIxh3pxp4oSWYQ4lPPnme5/w8T+fneWJ4O3+08iJe6C8w1NGf00NFLQqpA8W6+m+fiSTjEYbqSVEG5GQt0ew59qrglKr+CvArE7Y1to5V1Q8Br9jMeVqCOWT4wyfu4Vl3kqvuGNfdPNeyBZby7kS93YjgVUuSQaLkgo4axBWSDJApZKIYgrST4Rm0ZR72FG0uUos9x7OXznHZWZ51x7nqjrHiu6z6Lg5Dz2YspENszEJyBEnFoWN2/oJkDIFUsto5HMKqWvCujKUJUF5oSWZP0BacarHnuHb5Li47y3NugVUNpOIwGPH0TEbXODomJ5W8PMapRrtLIb2MMK2cUTD4BimHisvbRZJJxbTFxHcRSijyflTQEswBx/Lle7mcK8+5Yyz5OYZqySpL0eI2MZ6OjGdHV0kGWEc0BsXHRl+2Iuo4DfEzRoiZ1yNJJt2tC21Roi363WLPcNFlXPVzoXukGjId/5Ol4uiaHG+FnslKA26pJtUIwsNYkQZXBHbFXQqi8XEJhwVJJhzbphXsKvRoqUhHRxY7gnj60jmu+w4rvhsC4mK91qq3KBXHnB0yZzMMzYFyTkN5hiz+27RX00NdZGQ7xmNrBlfu385ltZiCwgYzy3IY0EowBxgvOKGvKR4z1sqiUI8giNMDnzDwCR4TjbsBhRRTRVOJKVPpj202kFC8Kl7aiN/dxGEhj1nQEswBxQuXzjOoVJevq0YQIj5XXScSTLPptk4oniCZFHV67QRCcZXYGVOMo0oqQqaOuc1eUIuZoAjuCBl5j86VHCEsX76X694zrP15fE2K6fs0iss7Fzo+zcDogAwlU8/y5Xt35Hwt1mOP6sHsCVoJ5oBh+fK9XPVDljRZ1x9nGO0vmdqSUOZsxsCnGPFjbuo6NlJqJkk0TsFUnuWhKg7FkUHbAmXHoUfMyNsSzAHDsmasTjDiZZqw6jsMfDqywagEcmFEDlU7TBVOx4mmzEOqSEoF0RQJ+qaiJo32AVRZJuPYlq+0xSToESKYVkU6YOirrqtoFlrBpjhMKLdQiXdZ9R1W8i4Dn5TkUGwtXM2ZhsXHsYZqQqyLjkRtr6HaXVEnxiNTK6sVnqWnL53buYtvAczmQTosUk4rwRwQZFce4JpfI2uwuVqUnmQ4EbwEicUhDHzKvBliU0+mdky9KYy5HhiqGdPZXU1/L+vCxILTmVpScaTiy4heU8bJrMe1y3fRk4S5xQvbvg8tjpYE0xLMAcGaDsk2qI3bEUcmDhOlGC+GeTskNY7M2zIOpiCXjJFUYkTpiRvVf6lIKwWxhPXhkRhi6cVsJYfH40knkEymHsjhyn0tyWwTquB8SzAtdhCDK/fTV7cu+bAOhyGVHIshE0smFqItxmHwsWhUIbm4KJkU5NKTEOpvBfrqWPFKRwJxLHnLiiZhnOiVWtUumeT0JMfjcPioohETJgOCGhZIxrWG323jsHiIZkFLMAcA3cXHSC/fRboByTgV+topXdMDn7LqOjjMmA2mQDDi+ljBLpDLSdPZFAH8+8dfOjo/EsptFu3ZY65SKoUdJwThDa7cT3fxsZnP0WIEpVWRWuwCTp+7yGlC65F6mYUCfe2w7Hqs+k4ZYOeinT73diza10BUpRQrlEmKq7o5z89XvPiz/M6FB0JnSPKylm8qvmxB21TEqsVWcXgMuLOgfS4OGE6aDmmFXaqxMBYfi3SbklgsHovHiMdKkCysjC/VBMi+Ks9u0vNzp13FovQ1Ke02mZpo4wmxMVkZH6N4PNmVB7Z5J25dqM62bAeTOjuKyH0isiYiH43LP6ps23Rnx1aCOWDoSsKCyVhVDzpeGCqVnHkz6hqQxYZ7mVqMKiluzABbN8YW3zcyJtdx3AgrmtGvxN4UdoLCZV7ExoDH4jDS/nZtFXukIhWdHf9xw7ZHVfWVDeuLzo4fBN5H6OzYNl47TEgXH+Xklfvo64C+5kFSGatK58tYmOLlHkTPT0ccVmRUpmEKnr50DgPccX7DzhP0NXQhqBsf6zYfKGJtghTTYvMIXqTdJ+cpnR0bISKLbKGz44ZXIiI/JyLPisjDlXVnROT9IvJI/Pd0ZVtj4+wWs2Nu8QLzImU/aQjSS8+MTMA2qkQATg3Lebd84YOaNP3BKco2XLq4WLacnbxvbHUiodWJiZ+DdNUUcezJtCmWuMUs2AsVaQO8WEQ+IiL/n4h8WVx3ni10dpyFKn+e9U2u3wr8pqo+CPxm/L5R4+wWm8Ad5y8zL44FGTJvBkE6QZk3A+bNoJReMrUxmzotY1iK0P46yViRsaWQcqZRwaNPjcinKE4VAv9CIF6mJqQ2VMYpKue1dWO2BlWZaSG2jq0sb66OIyIfEJGHG5Y3Tjn9FeAeVf3jwF8F3iUiJ9itzo6q+tsicl9t9RuB18bPvwD8FvD9TGicDfzeRudpsR4LRlhVR189Bk/PDMfUklXfJRPLvB3SNTk9iYFxY1XsApokmnKdainFFMRTkEUqIc3AVcLTe+LoCqzGfkoAKY6eEVIEI4LBlMbedPHRnbwtRxqKbMYGM7V17FY6O8Z3dxA/f1hEHgVewh53dnxR7PRG/PeOuP48UK0IPVGMEpE3F8z73HPPbXEaRxt3nr/Mi6znjOlzwvSBYGfpiKNnMubNgJN2jWO2z7wZYiqFoIoqdpNQ/cOnIqRRqoFAMp1oy7EET5RHWNGUviYM1bDkDas+icf7MvgOQjxMhiNTRz5VPmrRBJ1x2Q2IyNlC6xCR+wmdHR/bamfHnbYmzSxGqeo7VfUhVX3o7NmzOzyNo4M7zl/m5fdc4qxdoyehLGYozRBI5rhd47jpc9z26Ux5mZvIxjD+ANS/V6WeIj0htDZJymJY3Rgh3Iv7ZmhZM6awxbS1YzYBBfUy07IdiMg3iMhF4L8kdHb8d3HTa4CPi8jHgP8HeIuqXo3b/jLwT4DPAY+yi50dnxGRRVW9Eq3LRb/SSY2zW2wTZ4xhxa7g1BRxtEBQXXomC25qcevaxFbhKm1I6iUYqiglkcr3BePBZywBK9qhJxkLkrNgPPMiWKQsCF4cb0RibIzj5uW723YnM2Iv3NSTOjuq6i8BvzThmE13dtyqBPNe4Fvj529lJCo1Ns7e4jlaVHDb+UsclzwG0xWu6hwrisHTkbzMpi7+qLai9hTYyH3dhCJStyeeDr4seNUTx7wIqRhM/LcrBkv4XIXBMLhyP4Mr97dBeBvgAHiRdgwbSjAi8osEg+7tUaT6QeAdwHtE5DuAJ4FvBNigcXaLbeKMtdzwq6UU49TGKnYJqB8r3l1F1WMEI0mmLsVMi1yxgJfC3uLW5z1VvqcVx2FBcNUs67Ur97X9lSbglstFUtVvmrDpKyfs39g4u8X2cfrcRW5cXOSmZvRdiiWE7ZckA2OqSgFD7FFNCOsHxnodjVWri9urBl9DIJ++19ikbUQyPp7TVEYpjjUYTINZbhYpyj/9YBjjzkc23PdIQYFbiWBaHCzcd9cVlp68q+zo6DT8m0YVyYhEs/r4S2wJXiEk5g4RJRmASCJV1O014ZhaeoAKTj1OdKKu7dExiSYcb1m7ch8Gs25bi8Oj/syClmAOIc5az5Lv4ysh5X1NY08jqZDMCCaSRRpr7fZVQ/W8de1hAwpyGcaI36LSXoovM6oBMmCgHh/JzSKgJkpHHoPBqWfcWyWxgxM49ZVztvlLsH0P0UFCSzCHEIYgRRSBdUO15edynympAiEYDvqxoHcoTqVlMmTVMFxUxwPKaniWUKbBx2xqE78bDb2ujWgoRo7BEfKj8iixNF9P4fVaTzaFqjS2/1FXm1oJpsVBQSo5wxiTYkWx8SWe1EO6JB6FjhRFxmOYf9nCenIKQdGJAAKxhNINIfSrMAQXRAM+2H5Uyv3DGHXyq3uc5NaVbPQWM/K2OHgoPDZGPC5KL772kjYZe6swIiN1CR1raVL86yYcXiUZp1KqWV5GklAWd0hjh4IQExMoq1pQqZBywrjVGJ3R9Xh1pZRzS5BNK8G02E+YmGmdqcOKp08aPDsNht3NksxGKDsXCGVbk6L2r0XHOhuElrNhXVrxJmVUEjKjlGMRvI6IpVCtGBsNUA9PP3jE1aRWgmmxj5iXDifNGo6MVZ/Sk4y+NkeWNJGMr7gpqiQzRBvbpjSPq1jRWGFvRDTVJm5FWc1CsgnHjatenTGVirFYnpFqZSqEY/Dq6M42zcOJI1RKpyWYQ4ju4mOcunw3ntAqdsl3SMXF8phm08WeqiTjG1rHwrSQ7xHRQDQEqwQ1iviuFN4q1qcoFJnfnuDqDipW3Ln8IY/XoyOiGVy5H4NgxRwtaaaNg2lxEHDi3FOYy/ey4vMQl6KTSaAuxQTD6wQjMPX2spNtMcX+4V8tj7O1iOKCZGwDyYxKbVK6yteRTYVogttbQXzp6j5qOEpxMLeAxezo4ti5J+jJqIRmgUnu4CaMqUuM8o7Gs6pnG6s4LpXRUh3LaTNZuWKplJgo3edoaIeio4Li5dzRMW/TkcF+1mvYYbQSzCHHGWvxDFny6aZ+z6tSjK+81DCyk1SlmWmSTBMBjTKqR+uKmBoXVaZJNDiWSiBCcIEfHbVhQxwhFamVYA45Tp+7yLywLtHRxP8KbPSCFipUPUbFMC6Z1Mmk/r0u/YzOH3ozVccopJTRHBrmFSOJC0nmVigoLjrbchjQSjBHABsV+N4I1Touk17dapvYWVWm+rHF5+K7Y5xkTFy3GUnsyMXFqIRoxSOCI/bXuTUxnNEq2CTFNMXJFK1PxvdbL2Fs9+Gpd4QsA/xmPL4pU/tIoLXBtDhI6EnRM3p97ZdJKNSNOgopZtI4dVIpDMNbLfpTSDRVaaaJuMLVaUyUHKl/R8pFXeCQkMcsaCWYI4B5SVkwvmxCPwkFoUwilwJlRTzGVZoqqtuKIuHbQSHNFCkLkwjLEqr0dRcfO7rdCvZAghGRHxeRz4jIx0XkV0TkVGVbY2+zrbSObQnmCODYuSd2Zdxqyc2CTDpFx4HKAuFBKrcxIqVN2VMYeauaSKYobFWtjnfkUATazbJsD+8HXqGqXwj8EfA22LC3WdE69sG41PulrUNLMEcEzWpFpY1JTXqpG3NDQarRUu8u0FTft37u+hy2EgZXjZmpkkzwYhm6cvS1+r3wIqnqb6hqHr9+kFHPozcSe5up6uOEDgKvqraOVVUFitaxU9ESzBFB2V2xwW5SVYeq5LKRs7fJ5TzJDV3dvhGmkVXYHv6txt2EQuL26KpFVcyuIk3t7LgJfDujFiSTepttqXXs0f85uAXw5MVFMrU4dZWcn9i3ukIuk9IDNkITaYxJOLVUhFSKGjHjmEQq1fXVSN7C4OxUSUVIjmhqQB2bkE6mdnYUkQ8AdzZseruq/lrc5+2EAv3/sjisYX+dsn4qWoI55Lh0cZGBMlblv04umyWWKlnMGkHbRDJViarIOaqSSVO3g9Hx41G/FmVNh7dGN4IdiuTdqHWsiHwr8LXAV0a1Byb3NttS69iWYA4xrl2+i1WFvtqyR3SVXGYllkkkYov6vg2ol3zw2hTOr2U3g7JK3gSSKdWmsTSB0UenyiqO/qVzpGI4fa4qrcc51cprHkoX9h7FuIjI6wn95L9cVVcrm95LaHj/E8A5Ym8zVXUisiQirwZ+n9A69ic3Ok9LMIcU2ZUHyCYk+k0ilybjbrG+IIcyZWAK6biie0EFxffqeUdj6Lqi4jBONtXPTYpQkQxpCST6wqXzoeFbVNbqrVIOta1mb+Jg/k+gC7w/eps/qKpv2aC32V8Gfh6YI9hsdq11bIsDgFQM8xJibOuN0DbCujYlNbWoTiBVwplEPk3EM5Jsxt+aUVnOZhUpnKcYt3YeVRDI1GFwsZNBrGuDPfStUGQPUq1U9fOmbGvsbbaV1rEtwRxSWDGclDlOnwtqwIWLi+sTFaPq0lT/pf4MFwbVNJJLnUSaSkDUkw6rx5T5TbVzN707dXtNHY0STaVxXFE/BoUs1sY51BXvjlAkb0swhxhVG8N9d13h2UvnxrYXL3amvhLjEgpy1zs4jhWZqnVqrO5XJYGxwtwTyKaQagwF0axX05o8TtPOW6B6DUUqQci+VrLLd5Wu7WqHyWpy5EG00RymTOlZ0BLMIUXTy9FXJW14Om1NKkmBPo5M1xNNIIP1bWCbvk8iGxgRTtW7VCUaF+0yE6WWCeedlmdVuLZdSTRCpr601dhCoiskrYNaPLytB9PioOEPn7iHQcO7Z0RIxRA6WY/+S8U01n6pYqMyENOjeysG2EqEcDGnaeeYHoQ3Paq4Ckcgskw9GaELgyd0oSyq4TU1dtt3HKFs6pZgjgguuZNTDb0+/pfhyHBTXdizFHSqSzn1pWk/GKlO1XSEzZDG2FibIJpCasp0nGgydWRXHtjUeXcbbcGpFgcK73vsFZy1yxwXHVNJqqpC1dhaz6S2IrHswsjVO+3FLUslMB57Ux8TgkpT368o5N2k7myU7zRWAa8WU1Nsb/rVLO4FEs3ZairuGlN2Kdh397bujRdpr9ASzBHAnfYmX3zvk2Prrl2+qxJFqzPZOhxKOkGonVZIfKqxt2JnaSKaepuU5vHHP4/qBG/eVuGjixv8qNFbA9HsazuUQyKdzIKWYA45fuvCg7z2vifXrQ+9HifXfZn1R3IzHQqK/ZtIBqgRjQeBVGv5UhuMv50f97obPRBclGZgjGiKDpKwD96mI0QwGz49IvJzIvKsiDxcWfdDInJJRD4alzdUtjUWq2mxO3jtfc0P/7FzT0wM869jVGBq49iX2cYzjceO148xjQF99WztppKaO4UyV6tIr9DR9/1siXKUbDCzPEE/T3Nhmb+vqq+My/tgw2I1LXYYn3jyrqnbT5+7ODHqdqOyC+v3l5mX0THriab6EhdIxTSQ2+55IKoG7iaSCXarEckcSE/TIcGGKpKq/raI3DfjeG8kFqsBHheRzwGvAn5v61NsMQlfcM/6hL86bjt/iWuX7yrzluo5RwWmJTZuFgXJFPaVqtqU4VjyLm4fwSlklT7XvpznpGTL6XMt2rhYFFO2ZKles8Zto/ozRaZ2KoJVKVMPuiR76249JNLJLNiODea7ReRbgA8B36eq1wgFaD5Y2WdiUZpYHOfNAPfcc882ptFiI6TY0Hd6hiLegXg8thKg31S9f1q7kGmqxaeHHd519dWs5F1WXKdcP3SWpazH0qCLV0EjgQxzi/Prz+WcwXvBu9E2iQQiRknTQGLWeDpJ+DyXZmP9o7o2R0Q50enTsxlnO8skxnMmWeF0ssJtdpn70ue5P+lz28Qr2mEcMS/SVon5p4EHgFcCV4C/F9fPXJRGVd+pqg+p6kNnz57d4jRabITsygOxDUn4RS6klFmSF5tgxawjF3PnI+VS7AOsU5eqGPjx37aOdXRtTi/J6dhRemMncVjjx5a5TsbJhTWSxOG94HKDyw3eG1QFayvtZVXIncErZN6QVchq4BL6ecrNYQ8fDb09k4V/Zcgpu8IZM2Te7HEVmiMUaLclCUZVnyk+i8jPAL8ev04qVtNin2DF4FVJBdBCNWmQZCbGn1Sjbjf/e2QaXNEDn7Cap+QapKSOyUlMIAWvwtBZnBfySAbdSDKJ8aTW0TGOlaxDYj02cbjMoiqoh7rFT1XInKUjSu7CRhfHKs4JkEeC6UrOMdvnhO1zzi7xItvZ0yLjwuEx4M6CLRGMiCyq6pX49RuAwsPUWKxm27NssWWYOx+hCzG+IxgvqwWiqlXvqiQTgtI8ZoYylZsxgvY15UY2x9AnpR3FawoO1vKUfp4EKcQouYfUOkQ0SDhJTmoca3mQKIwoxigkHtUgyeiEn/bMWTIX1KhuElSnAh3r6JicOZtxMlnlbHKTO+0NziWyax0bpuJWIhgR+UXgtYQCwxeBHwReKyKvJNyKC8B3AmxQrKbFPqK7+BhcuZ9MoYhBqUb2WkaRvp4g8dgYS1MEnu0GvAqrWWdsXWIdJzoD5pJstB+CV2El65A5yyBPSltNYa9Jot0lzw1p6sZqXKXWYc3ozR3mCZLkGNGS6Kx4ziY3uSe5yv1pn3np7co1T8UhckHPglm8SN/UsPpnp+zfWKymxf7DxPIFmYYSVUZk3a9ltbrdrsxBPAt2yNBZvBqG3tK1OQMXHsX5NKOXZCzO3+SO7hKpONZcytVsgWuDeQAGecIwt/QHKfnQlgQjohirCJBllk5n9NsW9hm/2EIFuzno0bMZXcn5/M4zvPKep9hXHCEjbxvJewvBSohQTcViEbJqF4IN6vc69ZuSYqyYRm9SB8dCMsAjrLkU4zy5CWqYRzAop7prHE/6zJthSTAFMmfJnSF3BueCUVddbESWeLwDY0cepQJVt3Y3yblz4Sbn5m5wPZvjketneaG/wI1jc/tPLtxiEkyLowNz5yPjUbJX7g/ZxJWilGOFolQxQqkm7SSKeJeOdSTq6ZjQA8yIkkQ/7cAnDOIjupJ3WMtTcm9KyWM0WGVuEsglSWrpCtHmcqLX5zVnP8cbT3yEc0nOp4bH+UX7X/DUyul1nq19wx4QjIj8OPB1wBB4FPiLqno9xrx9Gvhs3PWDqvqWeMyXMKrJ+z7geyvdCBpxQO5oi/1Ad/Ex/JX7ol2mVqelDJbzpYt5s1JMgSZPUtc4cm9jpreOxadAIJdUHEaUm/kcfZeynHXGYmKMKGoU0hGZiARbjDHj44koC50hf/qOP+JbTn2IRTvHqnpe1lniu+74D1z3vYlpF3uKvXNBvx94m6rmIvK/E1rHfn/c9qiqvrLhmKJ17AcJBPN6Nij83RLMPsLvVzJdBQkWixuLYCprtuxQZG8VPck5kfTxajDpdGPDsusyZzMGPhh1U+PJREmtY6gJNinC+4OqZKxijCfPgsplrCdNHal1LHQyTnT7XB6c4hdv/HFScXRNxud3L3POLtFZV1p8/7AXKpKq/kbl6weB/2ba/tXWsfF70Tq2JZiDhjqx+IbSjXvZ46fMbl63rl5YamuepKr0UoT+LyQD1lxaqiWpeEwthDVXy5pL6buUbpKH9IEsJXMj17nXUFvGmEAu5fytp9vJme8Oufv4de6eu8aJpM8zwxN8Yuk8Zzor/J9f/K4tXc+uY3aCuV1EPlT5/k5VfecWzvjtwL+qfH+xiHwEuAn8r6r6O7StYw8P6mSxEbkU63aLZEKt2snbt2J/qRt4q8mNPZOROUvX5KVqVKhDVazkBhdVqI7JWSOlYx25NThvUIV0QpBtr5Nxx7FlXn374/zoF/zq2Laf+sxrmTeDTV/TXmETqQK70Tr2CnCPqr4QbS6/KiIvp20d22IrsGLI1TXWcQm1e20jsc0aXFe3vfTEMW+GY+uyGNGbimPJhdiTgU9G3SpV6LuU1Dhsx5exK0rwKjk//uyn1tOxjgdOPM9rjn1m3Zz+x8//rZnmvi/YQRvMVlrHxkTlQfz8YRF5FHgJbevY3cPgyv14PH0Nno6iHcZOhZAXL+tAQ2BZgt21wLZJyIoGZjU49Y0Ja1X1rr7/Rpg3AxxCFtWjroT7uuxComOmlmHFo3M8GZQkY0Q50e2X2wYuIfeGxHhOdtbo2ZyFZMBt6Qrv+KJf2nAuBw1Cs6iw4+eZ0DpWRM4CV2Or2PsJ0fiPqerVtnXsDmMQ3bgDzemrxwGZhvR+Q07v0jl6EjoJJjGkfqNSi8UL6dSTTzAs5jjSOx9dd8xuIFM3Vlqz6j3KlBCYd+WBidc1iWiqkktdMnKYMrmwKMuw6jrBLe1TEuM4layW+14dLtCzOfPJEK8mxNGoYeAtczbjzu7NMTXok0+e5+X3XNrObdlf7I0XqbF1LPAa4EdEJCc01XyLql6Nx7StY7eL7MoDeJRVHYZ2F6pkULpyAbIYwzFQ5QY5qeSkBFtGimAqTb+qUk61ev0kcmnC7hp412dXV+GLMtrqcVcemFgUu5zj0w+OSTFNBcEHPsWpYaAJfR9iWwLpCKfSVVJxpOLI1HItn8eI50xnhVRcuZ8R5fM6N3jby9+3bvxDTS7smRepsXWsqv4S0Cj6ta1jt4FBJehs1TuKLJi+FvVkhWxSdQuFFB8LGik2vlSp5JiLi3SkaHgW/612F9yggv9eYJqRt0h6DDSzuer7VXIppKRMDZlaBpqw6jqsuQ4eIRHH6XS1VJcKcgE421kmlXFCvj1d4tVzh7jB/TS0kbxHB8uX78XjWVVHP74EfR2vrFYYG6f3HRrl9RhRUjzDyoNiRelF90Av7tiV4ATO1JUN2/uahwJRe4wmI28RZDfqAz1bmw8fs7ZhfWuSvibcyOe4mc+V6tGpZJV5Oywrz13L51lzHRLjuD1dLtcDHLd9UskPtqF2OzhiBaduSYJ54dJ5+lqUcAzlGj0wrNkFMjVjpNLX6bcrFYdFx6Qdi5KKx+uofYcTT08gw5fSS2FA3isUquCscGN1bN2o8fyV+0OmdjFubGpWJ5aCcPra44VsAQikeyZdYd4M8Qg33BxeQ9Z0QS6FunTSrmLFc8qu8uce+Mg2rvwQoJVgDg9uXr4bhzJQz1CVLJKJi/VffYVAXEVaKb77GslMQ6aWrPI92AxG0lAqHovS1yKwTQFHb5frojd5egpyaSKDWTAyDDuyy/euP+cGKcFWlONJn1Qcq77DsuuSe4sRz4mkT89kLKbXWTADziY3OWtXDkQi4l6gTXY84Fi7ch99zVn1jr5CXw2eZqLwKuX66vYiNqNA1fMxC4z48pcoI5ANauLnINFkeFJVMslJq6UsZfuBdZPcx1ViCeunP83VXKRZWspuhOIez8VYmFUfasF0TU7X5MybISeTVXqScXf6Ag+k13jw7isTxzuSaAnmYGL58r0sa8aSV/pqcST01c5MDHUCyioq0axSTLm/WuoRJMXLnamlJ3mQbvBkKL1Y4b4jYGKj9u6mztg0h6o3Z7LbeCM07T+pods0TPJUFdnRifH0TMa8GXKbXeaE6c9ELp//yz/MvT/qeO6hU/zhz/zVTc/roKGVYA4gnr10jqseVn2CQ8bsJQ5TSiQ9ydYd29fdKepcJSUXzxHsNJ6+JvTIGWBJo5oSjMChqj8MoWbfmAV+nZu4mViqkss0wqkSyaSWJ5tBpglLWY+VvMuJtM+cGZJpSBs4bvscs30snlRmt0l95s/9IPy5LU/pYKH48x8RHHqCuXBxkRUfYiqqxJJpwlDX2zZWtIvdBTO9i1JShi0/QyjDmMaYFys+2mksPcnoayhJ4NTSEzdmm0lRVhnOLMXcvHz3WMDfRsSyVXVnM+TSREgOKctfZt7iNFyhER27bwUeeWrxllKR2qLf+4zsygMMNOeqH7LkDavaoa9JaSOpkkr9ZS/QY70Us1kUJDWJWAo4DUFkEKq5GTxWPH1NI7lIDCozpOLJEFBlBY9V8JdCwqopWo/U7CFZ6Q1T5gFTibHZSWKBWg/pos/0hBiexrSDDcgpGHt79GItXodw3Xe4cHGR202HeRPsNftZ3mJP0BLM/sA//SDLOuCGd1x1KTe1S9+npQE328CNbEpX6fZUIiu+tOs0SUljc44RJqN97VjtkdJOUy0ZKzFMH8XFY62GgDjDqCvicEzNga6sl1omqULFyz7JLrIRGRSdCSahOv5GqpUVJRVX9iQq0NeUnuSseMO8ZHQ12fMcrf2AbMGrd1BxqAjmhl/jqnPc8CnX/Rwr2sGpIYvq0UawM/SZs+JLQpiEIJU0o05yDhk7byo5Q7VBAtIEJC/tMwXJFNJMQTQ2VvnPag+eK71U4drn1eNlstTS9II3rZu16HeT9FK0QmkaY9K4SSzVUI3WzTQhU8eS72HNGn3N8Og+hCDuMfauot2e4NAQzNOXzrHklRVNuKndklyq0ovT8Qe4I26siFETCRXHFb+eLkoZO4kmY2+PDMTjNCXF0Y+dkTNsdGkHommKCq6jiDY+LsU1bEwsO4XNEEkdRjzH7GBdSACM7llRD+bIE0sFrQ1mD7F8+V6e90NWvGFV0zL4rcBQbSO5FNvQIst5lCME69WkVd/dUHKZhvr4k1AQXpB0gqfEYeiRsaJdOjGhrw9YPD3yyTlQEcG4nXKGLHQKKNfP9qRWVR0jssuEpCzYIYkJ80yMJ8Gvu3fF3/g2s3rLBNgVaFMF9ghrV+5jWTP6ldD74tfOojPnIwdxu75u/DfRbEAQk9ymmSZR3fG4GX5nLQYbZYtiDkZ8aYvpq6cTVYV5M2BFO5OGKlFEG7vKNW6FXIrvheozyZA7SUKp959uMiinktO1OYm4snVsOEfwIhVZ1MUPwHGzfYP8oUMrwewNVn1GX8OD52sSSmHL6IiLL9jkl7tJBK/Dq+AbxihsKqnYdRm9xdguksYs9pu+L+Jh8qDe1ZquF9ts7SkrvE9NKOZYbN0quQDryKX4bKqRxg2ok8skpOJYsAOMKINKCvey65Z5R31Nd8TTdyihrYq0J1i+fC999eskjyoKb44RT098+fLuJEpbgKYTvVQhD1lKd3Q9UMxjGFaODekJo3KQAM4bejIsz9UzGSu+W5KWjV0YswYS7Mdw+6Gabas39R7VG60vt8+YUmDxzNshmQ/BdQXGDbzhGld8l0vuGMMnz3PWKj2xzElnnSfpyLmtW4LZfQw0lGSqG2bdhJwiCFJAnWT6M6gYs2LSeV0MnisejJ5kZGrHiljXJbCm7306JTl5NdEIPHJtu5qUMKv3rAnTXMx+LHM6eIQKcpnWWnaWGJue5HQlx4kZU+mKe7Xsupw2OX2fxkTILs+owbPCvOQcN45UDCfN3CyXeejQBtrtIooEvVU/bJReZn2ZComh/hJvBYVNYDMoguiYoT5tFVU1zWNAg3TUiVG+JmZjp5KX5FIYQ+stP8J4620oG0kidexkn+qqGjVvhiy7Lg7DfEwXKNTNzCf0JeU4fW76HqnNWSkkQO84bjzLvs8xEwqE72bHhf2ATGvxcMhwYKKWCnIpauBWrR1B/ZANX/Sqd6mJXIL0M1o2wkjl2fwf3Ots52hCppa+TxlqQqYJK75LP6pomVpWfZcsJnEO1TKMn6ulJ+o2lGKpb2tCnYBmJSSHNi5VWJSeybDRRd0zWZk6UL3+6r8QSLuvlgxhKb6AA81GWeK7WLd4T6GbWLYBEflREfm4iHxURH5DRM5Vtr1NRD4nIp8VkddV1n+JiHwibvs/RDZ+MA4GwWQPAyH7N5StrNRt0fEaLRbf+MIXL1vd3lGgSCUofimLX8smhOTIpLLfFvoCRULcKLq4iiwSSrEMfBqJxTKM9WsLQulryorvlvuGz2aMSLaCWcikiThgFLVbX0z8z4qQimfeDJg3Q+btIKhLNTLO1DLw4fq8mnhtNnqXAuks+Zy+5qzpqAXKUSGZGGO54bJN/LiqfmFsEfvrwN8EEJGXAW8CXk5oDftTImXBoqJ17INxef1GJzkYBJOO6giHCv7h4R3q7NMrHtBJqlHdBW2Z7JbeTJGpjec1a7GqJJZvGF8KkiraefS1U5JolSwnEeEkSWIzmERak8Y2lf9SsViRsnJfGqvSdU1GTzKO2z7zZrjOQ+fUsOx6XHfzJZlWC4IVezt0PHv8KJDMHkgwqnqz8nWhMuIbgXer6kBVHwc+B7yq2jo29lAqWsdOxYGxwTj1rOmQDMWVRaJGL9o0eDU4lQ0NukX1/1kQ4mzGxfbCY9Xkrt4upl1jiHFJ6UmGV2HIxval3QiWm8V+s1ER80wN1938aH8J7vfjto9TU5bNBLiRz5XG8hNmDSues3YpxhDBqnfMG8uyDjgpI6PvYbfJbMLIu63WsSLyY4T+RjeAPx1Xnyf0qi5QtIjN2ELr2A1FBBG5W0T+g4h8WkQ+KSLfG9efEZH3i8gj8d/TlWMadbiNkKlnxSuraskw9KNI7JCQGkBz3lF4SJWeDOlIaEdab0O6GaSSr4tFSWtpB5vBNFtMcU2zoK9pWdsm0yTaJdJ1NqXdjMRtQl0NgnEpZvqxnpNRorHiOWnXcASiAVhyPa7lC2XgXaaWpegpdIzsSTf8WinJzNL87cBCAdXZltg6trKMkYuIfEBEHm5Y3gigqm9X1bsJbWO/uzhswqx2rXVsDnyfqv6hiBwHPiwi7we+DfhNVX2HiLwVeCvw/TUd7hzwARF5iapO/dnPcayoD+SihmHlRZqUKW1jtrHFgORYDEOFngyDWjFDZO060ZxRUF9aTURs2HdWZGpBwstUJYJJqtik9ZM8WsU6R3OY/2Y9QZux4eyUl6knGRhYjQF3heRSuLJXfJd53yXF0bN5WTtnBc8CBiPCmg6Zo8NmipkfROxUqsBGrWMreBfwr4EfJEgmd1e2FS1it9Q6dkMJRlWvqOofxs9LwKcJotEbgV+Iu/0CI32sUYebdg6ffYKrbsANb1nRhL4mLPkeS36Om77HdbfAiu+WS2HoLF7CIsLVyCjM3orfUIoJkaP52DJLPtFWUJDlNJtJdZtXs26pbtsONuOmnnZcQS6FlFKVXgrUa9JkOlliq9pkCrvMvBmGJm0+LUtzAAzU0ldDprBSSC5o6Iop9tDaYoo4mFmWbZ1HpHqD/ixQNPF+L/AmEemKyIsJxtw/UNUrwJKIvDp6j74F+LWNzrMpG4yI3Af8cUJv2hfFk6KqV0TkjrjbJB2uPtabCRZpzp83POcTVn0h8kvplq3WW+n7FCtaistFtGxTLEiIH8kZVi6xCOev7lOFn9F9vVVMsrPMShqjdquQ0hz70nze8DRWpY2mlIBpxDMruYzNt6HgVWFTC/MPtpUqrrt5jts+S663brxV3+W6Cz8Kp8wao/YyYXuKpSsjifNQ2mJG6s9u4x0i8lLC4/QE8JZwev2kiLwH+BRBe/muivaxe61jReQYoaXkX1HVm1Nc4DPpalFffCfAy76wo9d9L/yqqyHDjpFL8ctl8GNZ007T0qPSkRxT070Nvgy/nwaPaUwz2EphqkLSqKNbyTWatA8QS1CMYn4MozopVXLM1K4jmVklm+24sWcav0bc1aJXPXH0JMOIcsqurAs5OGVXuemD/WXVd8pcrb5PMeJHBuIETpk1UvGkcYyi4t1hxx61jv2vp2z7MeDHGtbvTutYEUkJ5PIvVfWX4+pnRGQxSi+LwLNx/SQdbiJ8JSK1SACsV4obasKCGawry1CQSLWCvxUd268opVD/xS/KPFTjZiaF3/vSPSozv8jFy2HFM5iSJ+XKa18fTOgRBkXCJW5dzk5amdNG3rZpYf4bYZaEx81gwQzoiON4TYJZ8nNlyseK73LDzccfGGHZ9cAGKadIjOxp0cfa49Svy1OqqkqHRpo53CakMWxIMFHf+lng06r6E5VN7wW+FXhH/PfXKuvfJSI/QTDyPgj8wbRzGJSeZAwZGSs7uJJkOuKwMog2EhMrwmlpNHVjUaCj0gzTspsLe0gRTwLrY2UKTJM4JsHFYzxSFv026Fgt30LEr36ehmIOTYmBTbANRt9JpTKbVKZJY24WVkZdLas2mHkZlF0eepKTqaVnw/e+STmuKankXHXHArkQjMDYGNnrU1bi8VYd85ozL4dfirnVcpG+FPhm4BMi8tG47gcIxPIeEfkO4EngG2FDHa4RPRHuSta44YNbekVdTHaLhbQrz3QWp1xII4FAkjLvx4ovX+4y1F9DAmGnclzfpyz5XmUO4UEtYmUK9Wi75AKMqTvVsWYhlaaxZ/Fm7WQO0Swo+ldP2lZ+rsQ1hbiWNXqizIvgY4mGoSqrKiz5dEyFWnXd8t/nqiewqxyvJJdUJZVDZ+xVRrVQjwA2JBhV/Y8021UAvnLCMY063CSY9Au4564QL/T0pXOs+CFXpYNDWI0RnBBeLiuetKKi1O0kJqpCqeQh6lUFxIT6t1A2oLfix3okFQWnquH9VXLZbCmIJvKYhVBc5Zz1ItjFGJmO16Yp7DvVdVVJZVot3u3U3w3zGZVpaCKZps6RlmB/OWXWmBflTOwYUBDD4Mr9LPsB8zIElkbn0pGtrE4yPXGcMeslUHPnI4eOZG41CWZPcZuZw7CGlVAms2M8w5hH5CTW3o3/DtVi0WBUlHFVyWNKL1I1S7lTEaaMaDAO48tjqhJGaXSuSCO7hUYjs09D+QYzLrFUJSKIsSMmb7QNbTfobrMu7YJQCqIp/i3W98RxJlnmrF3iRXZYkksVqVjmTcqKGwQjruR0os3FGSHz4z8AGUHyveoHpJJRL+RwaGwvBdquAruHdPFRTl95gJ4OmRfHaiyZGVrACsNY8awQna148J2xwtkF0TgNJFONAl3x3RhAF7YVv/pNNX0noWq83cy2+n7VwlMT98PgvFlHNFUiNChW/Ux5TxNruTSkAcxKLlUpppz3hJfEROnlrBk0kksVHRGOSw52Jc7Hs+q7XM2P0Y9xMVfzY/G6NBQ9PwLVwVsJZpeRLj5KCpyg2sg+p6+hRUdfHX21GA0V7VITSadiXwEHEgp/90xWSiKlQTfmFI0qzyV4jWqJD/EdXkLuEZ5GKSbzTdXwR5Xq6pIHzE4sjeM2cFZIi3CNTd/q2Am7zCRPVBPJNKEX84nO2mRMLaojwTIvFowDH0hmQYZc9/MYPFfdMVZdtyQZQxg3U7dOgjlU2IFExoOEA0kwVcwtXmAOOF1b/+TFRVZ1SF8tqz7UcC3r3dq8fOGMplG9MlgdGYaLliYdCd6qgmichjYZqKdrQmU6YkfXgmRsaceZbJupEkJqXElG2wnkazrW6bjtxbNzKfKbLU5VxL9MI5rjRnjg7gsbjmXFcEx6OL+GMZ6e5qxKTk/Gy2yu+g59n/J8foI/8ZLfm3muBxUCyK1k5D2ouOeuUb/iomfSkqT0NWHISFJZYLBhwFwqeak6pQJWlRXfpdpezUsRoj5+y+plOgc+weJJzCjvyPn1L1xRfmHynNzEVIfcG5KKQbMw/G6UNDktDmZWIplFCpokzVgRTsvG8kVVqqn+sBTS7EnzQviRcI5U5limNxbIeNjRdnY8YLjz/GXurHx/5KlFhmoYVJIAC1Q/ezUMCWH61oQUhOCpCol3hUplUUx0fxfI/PqCVWUB7yi9JMY31t4tEioHvuhYEDxfVULJdFTjt5BQiu1GFF9IWsW4M6o/mwm222rOUpjPOMmEtrcGK2bLIfxVafaB2rbfunC4PEUT0apIBx8P3n2lcf0Ll87TLxPjiop5wa6z6hOGmLKC3IrvhqhSyXBiMOpZBbxviLbV8XiX4nOT5AKQ12w3mZpQ8kB1HdFUx+1G9aC+vV+WL4jBcnH9JEWlIJmtRPZu5piCZApyMUX+0i54dV573yP828dexuvv/9SOj7232LNcpD3BkSSYSbjt/KWJ265dvguvjr4O6CssacJVN891H0LVC+LJGm5ZnXByHw3COnIlV+GRdV4rpyEArSCaAkmDobgJTaVEp9lj6u7r3c5PKrCbLuPzyU3+38e+gK+7/xO7do69QOtFOoI4fe7iunWXLi5y3S9zw3e5lJ9mxXfLbalxpYRSr9NSrSFcdx3XpZc6cgrPUJRD/GwkU7RzqcehbBXbUY9CWmo98VRIFx/d1pw2wlnr+U9rZ/i7n3odqThORvf2ghlyNrnJa+87JPEwrQRza+D8XVc4eflebvi1UUYznqv5MQaalAZeI0pXcnIfyj10TU6utpRShn5zt9mrkBDiPjI1JclUDcgFBj4pG5g1uap30qs0K6repEI92iq5PHvpHBYhFcOcdKaO81Sehv5SPqVPyg03V5Z9mDdDPvbpr+JMssw3P/jBiWPsO7T1It1SOHbuCbpXHqAnfeblaZ4wAwCu5sdY9Z0xL1JiQswMYkhwgG0M4Bu49be9LqU4tVgxQcWKbvLEOBIzahRfSE2FsdhPoJK9IJlJRabCtunS0ODK/Xg8N/yQ6z6oi6GgVAL0OG6GgDIvq/QuLjJvLCmWY+eeAELIwmP5MS5nL2LJ91h2XbomZ9WHVBGvwjP5CS4PTpJ7y29/6Fu4s3uTF3ef48HO03zZfbsrWW0aR4dfWoKZBenio9wGdC/fS0deoCcZl+xpnslOhpolUmkDa8bd0tNKO1T7AeUu7JdU67uIkhoX1CpDWe/GYci9KQtVNalQ9bygeoxefVZGZGI/6iqaDLx1l3STi7ruOQo2L2UlNthb0oSlWAemqDtcYMV14jWNoqR7kpE9/lKGalny51jyPa7mIevaYbiWz+NVyNWynI+ihYc+AQc3sjkeX72N37MP8MvX/jznu9e5PbnJPelVvuLFn103/71E66a+RXHs3BMsXr4XCB0fLJ7n8hOhYbtPGWhC7guyCblRpYcp2l6M+JIQhj7sX3QrMKJjdXA6MUAvNQ6vhlwtuQ8tZIc+IfM2jMdshuAmFF6hJiNvE8lsxotUEJwnBC66Kw9w0/d52gVyXYoN5cK44yU3mmKXXKx5s+RGsTR9TRn4UAXxRiQVCPd2Oe9gRRn6hH6eMt6YTvDaY+ASjCiPJmc5lg54Ufcmv//JN3A6WWHBDDhrb+69Z6olmFsXx849wYNAenGRnmT0TMaz+QluuLmyRERIrpTSm1RViYyEAlgFAnEYqEg6SYyLGXpLx7ioZgVX+VpsdJ95S64Go8JQtNFbtVMG33XjbkAyzeUzFRNd46uasqKddd43p4YlP7cuVqmocDdaJ9yIle1C/6Rued8ztay5QE5V25dHuDnosZqNE5cWLVKkRy/JGXrLsuti5TbmzJDb0hUufPbLuc0uk0rO1z/wscZrfvLi4sT7sSkojSkhOw0R+VFC/WxPKBb3bap6OZbF/TRQiHEfVNW3xGO+hFHJzPcB3xt7JE1ESzBbxH13XeG++Pm3LjzIU9lt+PiwD3yyrpUrUJKOtTkdkwciQVnOuwzy8KcQCTaXwqoyLLxOZpSUWZJSHHPgEhLj1lUBnISqAlMliqYSDk1SzFht35o6VCeXYnvdDrMgQ67rOHFUyaXa0THMrVr4W0piKSSWm/lorDWXMvQhOXY5646dI3eGYbzXWWbxUTVVIEkcN9Z6zHeHdK3jRLfPc51VTqUnOJ2ukorjc596HWeSZc7Y5VpC6+3A02wXgu6VivTjqvo3AETkewidHd8Stz0aOz7WUXR2/CCBYF7PBnV5W4LZAXxRZ40TEqqC3sjnovhtMGrKX9OCEDo2eHyGPiERT9fm9F3CsCiupVJaZTtSlJGQsWPWRQdH4gKiaXkcU4tB1aSR4vMkKWUz5DINdemlmuYw3i42VBwsvEGFhJKYULtnKesFdatGJMtZF6emlFhsLbikqK3tcgNe0KHBScrAKMvdHt1exlK3w9V0PhQn7/Y51VljzmacSNYwoszbIV3JYwcLDzw88/VPhd99EWZKZ8dGVDs7xu9FZ8eWYHYbJ80cL07X6OuzLHV7PDm4jYFPMPElWlEDOor4TcSTV6SQjnV4zVnJO2TOkosBchIJ7qPcGwxB8smnGI1h42oFTUc3kclmyaX5XJP3qdtYim4SVXLpa8q1fIHlfCTJrOShB/eZzioQYo6Wsy43hnNkrhKL5A2qUhrcu0loyNdNA8Evr3bxrna3MkHU4DPDWt/S73S4mXhs4riazNNJcuY6GR3rmEsyEuNJxHGy0x8zzm8Le6QiwcTOjgAvFpGPEIyN/6uq/g6hM8imOzu2BLMDMHc+wmngzFPnOJMs80x2kmXXJY+1g4uyDctZl9W8g00HY8fPxTq0hVjvvGHgEpwaFpIhwfErpUGyqQzEwCexYHnAZsuiFOpRnWx2qtB3YYPJVFnyvTE7S1/TMfWuIJdCJVqOpTKHPiklwucHx8jVcH0wx9Kwy3K/yzALj7O1PmRgpzndJMQnDZ0lyy1pEgIk82GCrtYe/0TRHMQJ6g2aGXKBvOMZAKvWczP1JInDWk83zZnvZNwYzjGX7Fyy5SZUpKmtY0XkAzCWplfg7ar6a6r6duDtIvI2QmfHHwSuAPeo6gvR5vKrIvJydrGzY4sZUbTP6JnQliNztpQ48ugp8hrE+Y5xdO2o9IBBg0HXm9LVnXtD3yUxadJED9So8FQhCRXeqvGkzgBLkWjYbG+pY1ZymVRkatw1Pr6PR3Gs9xgVEdJ1g67TUGjrRNIf9QZHuT6cYzXrkHnDcr9Lf5CSD21psDVJIBhVwSVC7iz9QYp6Cfv1LTIwGCeYQQgt8KmiiaIdj7pAMpLHea6FutCaKk7CNdDx9HuO1U7OXDdjobtxe5yZMTvBPK+qD00eZvOdHVV1AAzi8R8WkUeBl7DFzo4twewgHstPct0tlC9Gahy5C9LIRs3qAXrxV7DvipKQQWrJfJBajCjzMmTNpdFIHI6zohRUNSmoziLjxtoNnuFZJJdpRaZmUaGqWIpeuAKpOFKTM4+Udq01l3J9OMfNQY+lfpe1tQ6qgneCOoN6gUxwqcEbxTvLqnbxWbRtDQ0yMNgcJBfEgxlGUsrAp4LzgnY8+JBLJgqSSSAYRxhHwOeCrlqGtsOg67i+Y466vUl2FJEHVbUITCo7O4rIWeCqqjoRuZ/QFeQxVb0qIksi8mpC48VvAX5yo/O0BLOD+OoXf4bnHnkVA5vy9PAEy3mHPLqT87HgOxnz/tQNkFU1yKkhc5bMWVLr6BgXSjWgY8dVg+0mkUzVI1Qlm6pht4qdqIBXj+rNdNz+Uk9vKLYV6tHNPDTku57NsZx1WctTBnlC7mI4QB69QFlIqZDcoKqhOH8/EJZkghlGaUUCRxgHJhMkI6zzghlCCNQOgY0F32n8n2RS9o0ux7KgazsYBrB3XQUaOzsCrwF+RERygiD8FlW9GrftXmfHFrPhwc4zYy1PquRSdV0br6HsggdbVZXE04nvXK4G50xwXUfbzEreoWvzsdowaSSpajZ1nWRmCZDbCqHUpZhCTaoTS3VeK7471mcaQlvYTC1X8wW8Cqu+w0reZeDtmFu+gEiwtaiTUjWqn8gMDZKDyQVxIK4UQDB5IJSSo+OfwA7CWCrgU4L6lGiQWhJwc4rkgskI2fJZtNnsYC7GXripJ3V2VNVfIjRZbNq2O50dW8yOU2ZITzJOJH3WXMiFMTYUiBrGX10IBkuD4iuSh0FJjCeP72YC+CixaHwTAlkl67wWgWQaipBDELlFCOL39jKlm1AvlVkv+F21ywzV8Ex2KuYZBQx8ympMB7iez5N5y0reoe8S8ihGJJWyoIPclm5mm/jgak49mguaOMgMZmgw/UgERGmlmJYGsilvvQcz4vgR+uEf1wkE5brgeoF4xIF4iQQzknZ2BG0kb4tJuO47DNUyb4bM2WAvCS+1gs3xLi2D6lLrysp3MCqF2bEOg0YDrzBwIQBPNfxaexWGfmRA9iokxq4LtCukmCaSgdmIpqo2bSThTJRaKu/LVd/jycEZbua9sTytNZeSx4Loq3kn2J4qbmRrQiqFqtBNHH0VkiQYchFFreKwaGaCSjQQ7LAw1oYxJEocEAnFjySYIOFMMHyvgR2CqzVA8LvRRFIZv2GHHC3B7CCWL9/LinZCwzdCScs5m5FrMPTmvqIuIWTOYhJlWHmRis9jpCN+jDyKDGEIxJWrxag2JlbWVaUw6ij/yMj6ynaTPEwOXRfZuxm1yqFc9/M8vnIbq3kH5w1Db8dUPghpEJmzQTVsuOZuEhhjIJbBIIVo6C0vMBpo0UAuxoHkFYKJw9rhiGzHJJoKxIf9Ta7YQWUdgCg+2VlpsK1o12IiupJwX7JMps9g8fR9GvJhPGSRCLJKrIs1Hhvd0tVcIiO+JCIjipdCdTKlFDOI7mtblthMNu6xVDy4IjEuhVJlmkQqk5Igw9wmHzcJK359UFwR31N126c2qHw9m5fu+b5Lud6fY2XQCSUdouvZWI+xnmyYoC4YYsWPSCPYYRipRrlGD1JVgtFGNclmIxJqxi6QQUswLZqQLj7K+SsP0JObpOLK2iRFsuMgT1jLitYqo64BhVepQDVvx0dCqSczqkqI8DVatlpxKuscEFYaAkO1CKoLP/ZGpxuAJ6lJVaKZBT5KWVVy6SXZOk9S4UHr2RA1C0GyW8k6LPW7wauW2eCWZpSwqE6QvsVkgh0IJqckm8IgW0gt4sG4SDR5uCdh//EbWBy7Z1DA7VEo7x6gJZgdRrr4KHcCLzx5nnkzLMmj7xKGPvh50hgE1hQb41VKlzSM15apSjEQXqyhtxjRdS/GunHjv6VNpkDVNjMDmshmGtHUJaC+pusymgvktWs1sdSC15AJvTLojJGLV0Gd4LPYgSEz2LWR4dXklN4jkwXyKGzFxhFJR6PLWiuq036+4KG0xVFBSzC7hIHaWFEtRNoOfVADil9kCJG4zhsaVP/yV94TpJeQ0BiMwAYNLuxINp5ANk19kaoSTVWaKV7lwgBcRv4WcTLx+7RCVevUIx1fX3QuGJ+PwfkRES0NgqXUyChfCAKxZjXb1NogxfsYyFKcUqO9xUkIiCsQObO0wXjFxmBb0bDNDiO5DDWu10A0Pko2WeXqp6gtJvdIvoOk0KpILTbChfw2ruUL3My73BzOMcija3kDbWJ9UaSo/sRf99wbOjGq11c8SxslQUIgG1uxhcJIorHlPiM7TfP8pkHH9vENUlFfU9YGI/eLMZGMzPjIiXV0IxkPnGWQJeW+3gPxvqjR4KKOVf80idu9Bg+SrwhpFIZeHQXMVchF8kguOiIX8cHoOkY2Y5cctku29aJf4+PRepFabIyPrd7Dk2tnWM665ctfuJonoZBS6vvU6/oWUk3zGNPr7xYSTZVo6mqTZXKxqklN7amNUUcxzqrvMByMVCRjHdZq+aPdScZH8SqsDoLHyRgNNicXonVdbsc0O008OEOdxSWqQ+VnolRTrIvkUripy399II51bURyPwqGU935yNtWgmkxCX/r4a/l2ew4S9kZVvJOGShWwBo/ZlcpYj860bBZJ5eqXWInUSWa9VG/DRLNpHFmPWEcZ+DTUQh/4vEuwRnFWg+dnMQ6MmdDTpAKgyxZ18BOFbwPrmkf67mEX/4ZjM0TcoKrMTDidIxcfBo9epkP5OJcjKFRyJoi9LaJlmBaNOEffvqreDY7y5pLyWKKwNDZMaNsIY0U0kqxvpBKqgSU+2Y5JXN2rHWJiI4XC2f2LgLlexVfvDHbDJsv+zDxPPHfVdeBQbzuwgsEaBo7JWSjM4qM3rWRehRsMIVqKEZRV8T/Bx3QzXt8IkiRsOhj7hCKmvGUgTrh2EIVUi3JRY1gBy6QS+aQYTaa2E6TgSq4HVK3DgA2JBgRuRv4Z4S6Ep5Qc+IfisgPAX8JeC7u+gOq+r54zNuA7yA8V9+jqv9uF+Z+YPC3Hv5aBprQ96fxKqTiGcr6wLcqqXRMSFzM1eBhzKBZIDGebJckmDqmEU19ZlYqDd4YkccsZs6BTzBDgyYKMZNZraJqyIYdMIokDS9tkXuVaPisUkosYX8NqQI2sIcaIVdCAak8xLy4biAblZA7JH3Fp4KNF29yDZKJDzYXFUbGG1XMIAsSi1a8dt5D7naWaG4xCSYHvk9V/1BEjgMfFpH3x21/X1X/bnVnEXkZ8Cbg5cA54AMi8hJVPTq0DLzvsVfwsbV7eKp/hkzPkEooClUU416JrTIKSaNKINWo1cLwO/R2nXo0qcSDxm31HtVjx7K1XkhNRFOXZtblGlX22cgcsey6JMuCTwTfCyH+olK+yGoVdVr2gqJuj6p+MdG1XFxo4kc7GUEtuI5ihoLrhRINST9IMWpArSCZR62gVsrJiwvkoqlFTUWMEhmJVcPxAlM6GC8iti3cSgSjqlcIVa5Q1SUR+TTTS+W9EXh3LFzzuIh8DngV8Hs7MN99x/seewWPDu/gyvAlXM/myzaxmZoy67eITDXioZJNXSQzTjLQVuF1ff/q+vZpBAPNJDMr8RQepyZv03Rj7ohkmiSaG9kcneuCT0FXBNdV1IaCT6GUggTpZgLBjKFCMJooVKVAo/ieB29ihK6QVMwlaiCbF3xiEAed5XiYaKkeqYkSkoteIu/BeySv3YE830FS0FvXixRbGvxxQsGZLwW+W0S+BfgQQcq5RiCfam/OxtqdIvJmQoVy7rnnnq3Mfc/xk5/5Cq7lL6bvU9ZcWhIIjEozQKjNkscAuGIpyGISuSTGj0k50wpUlbV9Z5hzlVB8w7ppaDIEN5GLr+1fXVeOFUWi1bxDskopIRUvsU+DxIFArIoZiKdTeHRCcuH4bam49Lvj9zVIIB5NFNctkjwF44JKZCqeJeMobTaq4LEjN3XusatDZG0YiCWqSDoYjgLidlQ9Ar0VA+1E5BihTsRfUdWbIvLTwI8S/kw/Cvw94NuZsXZnrB36ToCHHnrowFH2J588z3N+nqey23gmO0mmllV/AqeGgQ95P5MkiKLIVDUhkZr3qA6DkkYPykYozpt5U0YFV+NgipfZ1uJSqqgH3DVtK7YXxFEnl6q0Uj/OTQn4scNRHEo1bL8OlwquGxMUTajHAqF8Qr4Qz5kGji/+FGOjrMVmd7ESne+GgleSgx1A0vckazqK3PUajLwhchEI6hJOS+mlJBc/fjd0rT/xejeNWy1VQERSArn8S1X9ZQBVfaay/WeAX49fLwJ3Vw6fqXbnQcCli4tc9Zbn3ALPukWuu4XQUM2H1hlFD+pqZm+BorwlULaENaIkOIaazEQy02CjJATj3qXMjzKXHKZWl1fGilBV10MgoI2kmVI6aRjLVzSZ6riT4FQY5MkoqVCjYbUC0ZgvRAj1Tyrvrck12EskGGfVxBot3WjUnYtFoqoBvR5sP6YMKNg1JV2BZKAk/eiOdooZNgTWqSLDHBkMw/rCmFtIGNHbo1nOjrUaUd25sQ4AZvEiCfCzwKdV9Scq6xejfQbgGxg1hXkv8C4R+QmCkfdB4A92dNa7gCCxHONydprrbp5V38UhDHwaOjaOSQihjWuh9uTelg3ogbKAdyHFJNEAHDaO+hoV7ulZ6vVWbS5JHKM4v0JsQTstYXH9ttG6+EKX86+dm0BG9TEKgpo0PqwPEszVhHD8GqSozVLZVJKPFkmLwYOkIsiaLws9qRFUIJ8T8jnBJ0HlUUOZZ2SGkPS1zKQuI3lzDeqUldLWUgbg5b6iV8ZCFxV7i2b57riUbyUjL8HW8s3AJ0Tko3HdDwDfJCKvJDwSF4DvBFDVT4rIe4BPETxQ37VTHiT/9IMMNCNTV9YmyTYwmBbV9G87f2niPr974X4uZOe56edY9Z0xUimIoShI7TU0Oau+OKH2i8dXa7ZQrdkSbDVFjZhSxXGjMadF+IYxdN13r1JevUJjuYaNpIrxfWrnqO1XJ5lZxp4VRb5Q47Z8lKQIUFy1eI25RuHlT1ZDcIsaQRNwHVOqPyarjZEH71GhFoVIXr8+ardA7gKZVAhF0gTdBYLRPZRgROSvAT8OnFXV5+O6xjCTXWkdq6r/kWa7yvumHPNjwI9tNPZm8axbYcUrWZxOv6FOYdM6gCeeuId5k5di/oomPOcWeC4/wXV3T9mHB4gdBW3ZsL6KekdCiK5mDNbmpZo0Kn/ZLFkU5FLdbxrJFCUZJNaGgRBgNxwzDIfEynoR8aaxYNTtsCTL+E+TWgXrCaVKspPOaSsGbgj3So2sIxOfACqh/grgbZBAbBaKOolhneSjRmLsiuK7oei3qWRCJ8aHALkm1K3fUVWSYY52Rq+FZBUPkTEgBtSBV3S4c72QKle1ZxJMjHH7auDJyrppYSZHq3Xstct3ccM7nEJfQ45Jhi1dw/1a9nC9W2Cxrl5vBEKR6RXfLVUhCK0yqurQRgWcChjxmKjudGskU92nI55c7TrCafIszRpklzbsNwvJFPs1fXeE46f9Nk86FtaTTZVkcjXRyBulkEILktG/5eESDLp2GFzZzgomC3YYkymuEyQVySPJWnDWRltNHMKZMdIpILkPBtzKHGSYg1NkrUIc1ZfdudK4W4178cNsndF3ywhBTjsz1sb4+8BfB36tsq4xzERELnBYW8dq9gkGV+4nU0eGY6CeFa/01eAjobiKquKQ8uWvEkKGXUcmgUDMmORhYi18hyGVHBeJqTR+RpWmZzIyb8eIpkoOQ7/121f1GPkJqkZBHoVh2EqoQlf3NKXGM3B2XH2Z8MJPi60Zm8s2nvFp53DeoCa6hSsGXY2BcSqFVylkOtdLUvo0kowZGX1JtLTToIwd47qmPFewSgdbiwE0tm8wa3kgmybJwca/fafwnSvkOTLXgyzHr/XZyfotCptRu6Z2dpwGEfmzwCVV/ZiMJ7ROCjPJOKytY4fqeTJfwyFkasg0YViTHqrSSdEUfXS8LVtgOB2RyTDuZyWUryyIoieTRVsjnpQgzaz6Tqiu5selmZBnNNmdXK1UV9hKmlBkV09Sj4rjiv0mvbjFeSaqNjMYkaFWKmKL9pWNggi7NqdvKQnM29F5xI108RCmD3YQCahyu306PrcilqbwSlVtLWWwXDQYq4DvmeCNituMNdiBQ6xBspgpHeu7aDcNOUj14Dqv6HCIWAOkaLZDnR2rXqqNMbWz47TWsQQ76p9pOqxpVlPWT8WBIJgcw3MutAwNJLN+WnX1xyH0K2Xdq8cVUo2rkA5EGwWCrURszKoGVZGKD3EZDf16IJR8DO1cbbDPmFFWdCLBbQ2UAXgb2WCMaCnHz0oW28WsBtx1ruux0p/rnz+PlF4fkyvVP7Ud6nojqwTby6zvXFMPeok2FohpTD4YgMs5JTZKRjbYbFQxg6IVgTQXkzKCdDr4tf7OkUuE7pCKNKl1rIh8AfBioJBe7gL+UERexeQwk8PbOtapsKKBLEID9waXapRsxtaVJRtNWXW/H8fxlQpvaexbkUpOOnb8SNoZ+LSUflJp7jEEoVF97g1Gbazm7zdUleok0zH52DGTfvULAmr28ew8isp50OyWbsKkfWxlrOr1eY3u4AnjFS7jwkWtJthhQoW50Tj1spYFYWgCRXHv8pyJREmjOMf6s6sR1Cj5nMUOPL6blNG82ktQ30G8h6wi/Zowruayw9G8u+tFUtVPAHcU36N95SFVfV5EGsNMYivZTbeOlQ28THsCEXkOWAGe3++5bIDbaee4Eziqc7xXVc9u56Qi8m/juWfB86r6+u2cL57zApFg4ve3E6Lyc0Lk/r+J6x9ivHXs/7SRm/pAEAyAiHxomj55ENDOcWfQzvHWwd4UG2nRosUtiZZgWrRosWs4SAQzk/9+n9HOcWfQzvEWwYGxwbRo0eLo4SBJMC1atDhiaAmmRYsWu4Z9JxgReb2IfFZEPicib93v+RQQkQsi8gkR+WiR7yEiZ0Tk/SLySPz39D7M6+dE5FkRebiybuK8RORt8d5+VkRet49z/CERuRTv50dF5A37PMe7ReQ/iMinReSTIvK9cf2BupeHHqq6bwuhhvSjwP1AB/gY8LL9nFNlbheA22vr/g7w1vj5rcD/vg/zeg3wxcDDG80LeFm8p11CaPijgN2nOf4Q8Nca9t2vOS4CXxw/Hwf+KM7lQN3Lw77stwTzKuBzqvqYqg6BdxPSxQ8q3gj8Qvz8C4R09T2Fqv42cLW2etK8ytR7VX0cKDo87MccJ2G/5nhFVf8wfl4Cim4ZB+peHnbsN8GcB56qfJ8pBXyPoMBviMiHYwcEgBdpLBMa/71j4tF7i0nzOmj397tF5ONRhSpUj32fY61bxmG5l4cC+00wW0oB3yN8qap+MfA1wHeJyGv2e0JbwEG6vz8NPAC8ktBn6+/F9fs6x3q3jGm7Nqw7KM/qgcV+E8yB7UCgqpfjv88Cv0IQh58RkUUIRc+BZ/dvhmOYNK8Dc39V9RlVdRqa/vwMI/Vi3+bY1C2DQ3AvDxP2m2D+M/CgiLxYRDqEWqDv3ec5ISILsU0uIrJAKMzzMGFu3xp3+1bGSw3uJybN673Am0SkKyIvZh87PBQvbUS9C8Wez3FStwwOwb08VNhvKzPwBoIF/1Hg7fs9nzin+wkeg48BnyzmBdwG/CbwSPz3zD7M7RcJKkZRwvA7ps2LUL3sUeCzwNfs4xz/OfAJ4OOEl3Vxn+f4pwgqzseBj8blDQftXh72pU0VaNGixa5hv1WkFi1aHGG0BNOiRYtdQ0swLVq02DW0BNOiRYtdQ0swLVq02DW0BNOiRYtdQ0swLVq02DX8/5GH7CXbdpz3AAAAAElFTkSuQmCC", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ds3 = mikeio.read(\"gebco_sound_spatial.dfs2\")\n", "plt.imshow(ds3['Elevation'][0])\n", "plt.colorbar()\n", "plt.title(\"Spatial correction applied to dfs2\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Time average" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "fn = \"../tests/testdata/NorthSea_HD_and_windspeed.dfsu\"\n", "fn_avg = \"Avg_NorthSea_HD_and_windspeed.dfsu\"\n", "mikeio.generic.avg_time(fn, fn_avg)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Surface elevationWind speed
count958.000000958.000000
mean0.44985712.772705
std0.1781272.367667
min0.1143556.498364
25%0.37369111.199439
50%0.43174712.984060
75%0.47922414.658077
max1.20288816.677953
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" ], "text/plain": [ " Surface elevation Wind speed\n", "count 958.000000 958.000000\n", "mean 0.449857 12.772705\n", "std 0.178127 2.367667\n", "min 0.114355 6.498364\n", "25% 0.373691 11.199439\n", "50% 0.431747 12.984060\n", "75% 0.479224 14.658077\n", "max 1.202888 16.677953" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = mikeio.read(fn)\n", "ds.mean(axis=0).describe() # alternative way of getting the time average" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Surface elevationWind speed
count958.000000958.000000
mean0.44985712.772705
std0.1781272.367667
min0.1143556.498364
25%0.37369111.199439
50%0.43174712.984060
75%0.47922414.658077
max1.20288816.677954
\n", "
" ], "text/plain": [ " Surface elevation Wind speed\n", "count 958.000000 958.000000\n", "mean 0.449857 12.772705\n", "std 0.178127 2.367667\n", "min 0.114355 6.498364\n", "25% 0.373691 11.199439\n", "50% 0.431747 12.984060\n", "75% 0.479224 14.658077\n", "max 1.202888 16.677954" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_avg = mikeio.read(fn_avg)\n", "ds_avg.describe()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Quantile\n", "\n", "Example that calculates the 25%, 50% and 75% percentile for all items in a dfsu file." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "fn = \"../tests/testdata/NorthSea_HD_and_windspeed.dfsu\"\n", "fn_q = \"Q_NorthSea_HD_and_windspeed.dfsu\"\n", "mikeio.generic.quantile(fn, fn_q, q=[0.25,0.5,0.75])" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Dimensions: (1, 958)\n", "Time: 2017-10-27 00:00:00 - 2017-10-27 00:00:00\n", "Items:\n", " 0: Quantile 0.25, Surface elevation (meter)\n", " 1: Quantile 0.5, Surface elevation (meter)\n", " 2: Quantile 0.75, Surface elevation (meter)\n", " 3: Quantile 0.25, Wind speed (meter per sec)\n", " 4: Quantile 0.5, Wind speed (meter per sec)\n", " 5: Quantile 0.75, Wind speed (meter per sec)" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dfs = mikeio.Dfsu(fn_q)\n", "ds = dfs.read()\n", "ds" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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dHOokQKDgtvtw/5BU8g4MYyMoNfbJRRbInUhrF7pyFKrxHKZm83FLoSNIQvInJF03IomjCH/mmaaRqEgUZIYIy7LpB5D4wdyMTe8AloxgyRAAqjaOlLWdQt997Ir8FEvGbW0WGOI7ka2xteQ7iil1DWVleDkBh02wVeXN483mHRxR0cutcvbIkTSGo5/2Z/A/Cwv5mbdDAf9xb/6IESMoybeoHpxPVyzJkYcN5/9et6f9XV0Jsr1u5o4YxKr99bSEY+R7vTTEo/xk2hH8Zcd66uP2S+vNCN60NDGlJG4Y3LVxCTeMPZI17fVMzi6n2BNgVec+ZubaAjNh2UJ2YccmXIqTw3JHkbDSBFQvSTPJN6vO47H6F0hZaWJmAo9qE9FLJBYWUTPG881vcHn5ebSlQ7gVN3EzzllFp7E6vJxW3Sag1zOCpsZTRVO6AYnkqaa/cE7xJeyL76HSPQhNcTAhMJakDLMlZk9141YMBYVRvonUxm2yokUdTzEpeDhbYqsZ4z+ckYFpxI1OhvhGsa7L5n9pSm2nxDUWBx7ipm1CWB95nErXFLxqLh4tm1L3BOriK5iefQWrw78E4GBqGYWuSQCYJKlLLKLKezoeNReXkkeBYyr7Yv8HQEd6E351KEWek+lILyasryKoTgVpABYh4z1UUYxXG4cpU6giH8uKEDVew+2Yg6aMxdQ/wO25m2TyDsBA119HaIdn3gyXfa/Tj2FohwMClFIsNLBsM40gDskbSbpuB9mKKYaAuRNpbgExGEQV0tyGlHEsUYSUTUjjPYTjJKAEw9pPWn8PTT0aQ4Yp8P2cfdFfY8gOAJLmLoJaBU6lkLgZYV7umTzR+DgAqpLGpWgcWTCKJW215Pp6F2mYUFBEJJXusTsP4G8hAR3rM2+HAv7jwnTMmNF4HHHiaZ1vXjiL+57qXYlk0Zq9TKkqZUZNBVsaWnl98y5unzOHUp+fxY21bA2199Td0t7C2JxCWhO9lJiNiShP793ChJxSTi2dgJQWXUaSgMNDQHPTke6lOv1rw2LGBQZjScnJhUcQ0Dy80bqITiPcU0eXOgCpjMYI0JBqZmVoHbmObM4uOhO34qQ5Xc+u+I6eOgnTtvsiLKzMi5CWKZ5vfpIhvqFMzJqEKjUqPEUsDb3b0642sZdq93CqvUNoSR/oOf5665+YnXMi2Y4iBIIZ2SeyLPSHnvKW9HYGeaZQ6Z5KU6qXq2RZ6H4mBM7CkhalrknU+OewOvRLLGzmwITVhk8tQkEjZYaJmAcIOKoASY3vfLZF7+697uRb5LqOwK3ko1tttKfepcRzEmYfStLa2M8p9FyKlAbZ7nPpTPwGMBAiH4/zSISSg2G8hZTdDHmtSKUURDa9hF8gk7eTdv0EiQdTORaM93rKBB2QugdTDMF0XYPUXwT9FaR2BFKbBcaryNQfSTtvRuqvgDyAUIciHSeR1t8jbbyPx3khQlRzMP4ESav3Pren3mWk7xjiVorj8s/j2abnesr2xjcxMlBCiSuX5mQEl1NBEYKZZWV8sK/+ENGdPj9IwJTyM2+HAv7jwnTUqFGkklGy/YIHnltGWu+1o2zZ18zo0gKEIkibJrUdYTSp0J6Ks7y5Pw3n03u28t2xM1jQ2J9zeV1HExvbmxjqL+C5hrUAJE2DI3KHsaFrb7+6v659hQJnNuMDNazr2sS+RF2/8riZxIFGl9F/Crc5uoO98f2UOEsI6e2sCi/vV34guZ8aTw16RhPuRtjsZFHH2wx216AIg9fanu1Xvj+xh5H+iSgCrD4McxYmr7X9kWy1kIAa4P3O3yD7fK3TMo5L8VLmGUu7vrtfn+91/IwcbRAFjqFsjjxC+kPc2ZrwUuCYRHt6KwC6FcenVrAxfHO/ehZxXEohprQ/FBITizhJs/8929l1G15tAm51EhadmbYqqqhECBeG/la/+hIfqFNA78tTEsdK/xGTfEzHUWCtp3+jZjDfw+Y2DwNtoJTaTixaENRj4QDLvheCNKhDMa1awMAUASLmHpJm/3fKkJ1kqVlka0XsjTcQMjp7yrZENzI5exBJy34uG6N1jMjL4/iaIbywaSeVucG/G2Xyvw6JRP8ntkMBn8oBlWHmiWBzSBpSyilCiJuw6c1aM9WulVK+9kl95eTkkJ9fwPbt2zHNv71JWS4XsbSOpihcfeRheJ0OOqNJvjpsCkG3C7em4VAVTGmR43RxcsUILqmZiIXEMC1SlknC1FGF5JTS8dyz6y1iRpqJ2ZX8ev/afueamT0SEEgsKtylbI7sJGEle8rrk03Mzz2CndH+Atuveil05eNUHJS4ShniGcbuxM6e8r3x3czPPZ6o2Z850CVcDPeNQkGgCIUh3hHsim/rKY9bMTyqD6MfAT1oOJmTcwZ+JUhUNlLtmcGu+GL6cikbUkcTDkyZ7te22DWGpNmJV82hyDWBLuMgso+gVnBS7JnO1sjDqMKFVykibYUZlfU9DCtCWN9KR3odugyjiABJcyeqCJDvOhqHKMDhKMSvDe8XKaRbMRwUku+7C4GKIAtV8ZOMf+9vnrdERVEnIo2f9S8wN4K5HKmOQ6jTkepkEDlIPEipI61mpHSiun+KTN5i20exAA/SdR2mFUf13APJ20BGsIQP0PB7rgHSuJV8KryXoSm5WFLHlDHSVgua0IjocVaGl/UbjoFBvstLKGm/H680bOPbI+bjsAR3nXYUi15+CafT+TfXN4AMJHzEz/2/Cv+IN3+elLLtQ8d+LqW85x896YwZ01m4aBnnH34iwVwf4USS1dsO8sGOg/gcDmJpnTtOmc8Db63kvCPGMjqvkB8s7s+wNrOkjGHTcnm3fi+rWhv6lZ1TPYrWvDzebt7ODcNPYnWoljJvNYY0URCcVzaXImcuy0PbiZtJVCxqE01cUHoaCTPB660L6TS62BbdzVcrL2RRra15FjjyOLZgLioqMTNG2AjTmK4nx5HDRTmXciC+n/dCC4maEQqdBSzutKk+c7Rc5uYehU918277s5S4ClAVlXwth6nFX2ZvYjerwkuwsNClTtqyhXCWls/cnDNJyQjru96g2Gkvh5Uy2zky97u06nvZEnkVE520jCOw7XgChcHeeZS5J9Kc2oRFnC6jg/bkFg7L+SGd+h52RJ/HQidmdRBQC5FYTA3+CIs4lkyzqetnmbGPpdp7KU41iFOU4NBcuHyFNMWfJMcxDktGaYj/EUPa31SFAEOy7kBi0RC9HjBxiAqKPd/F6bkXIaNY5kZ0/TUghmFsQXXM7PP0skCbi1DHIkU2yBJMywXGr4DehQ2E+2eYcgV66g+4PHfRvQKPdN9FNH4tbs8PicZvxuv9GYrVicRFlvcXtCfuxuO6DAUnjfFfYdH78XSIYnKd5+BVWrio9GLiZoKGZANbopuJmF2UugOsbLW13TyXhwnFRby7p5bfLVrHvFQKl8v1j/4U/mcgEegfEZv734TPhYJv5syZvPLKK/zliUWkDPsFPGxyFdecO4eqnABBy803HnkVC0ibFq9s2Mm5I0bz5HbbKeN3ODl52HC2tLZzVtXovxGmk4tK2RPpYHe0hf/bv4L/VzMX3Yrx/6pOxULyStNq9iWaKXXnMtiXQ5k7j0nBUTx44K84FScXFB+Ppqq807qElJmmzFXM3NwZRM04f6l/AQuLKyvPpkVvJ99RzML2d1jdtZIqTw3nFV9EykqRtpI4FI3zii9Gl3EWtD+JgW2DlRK2xdajWwZPN/+Bcmc15xdfRqvegiUtDDPF6YVfp12v492Oh9BliunBU6lPbiJpNZPlKOa9zrsJauXMzf0GEbOdqNGK21HOmMCZ5Dlq2BV9gyWdP2Owex4Hk+9R6ppGp7mLFZ134FfKmJ59NVGzkebkWrJ8JzI1+APWh+9kXPBbdKa3ku+YSpu+mk5jE53GJgQOpmXfQ0P8USLGGjxKNQljC23JZxgUuIO9kR8AUB24js7kY7iVYeS4zqUz9ThSJklbq+lI2PzPmjKKbPe1qEIDK4EURQj3tUiykDKBoT8DxgsojsuwjOfQnLORqT4fU+0YUvoShNBAySWV+AYO11+QQiOROLfPm5AkHv8mbvc9KFTTFDsLhSCG1UIo9RyD/NeyL3pDT+1S39WEjRXoMoe32+0QtQJHOcfnz8aj5hJU3MwpqOGIgir2xdpoTkUZlJeNKSWatAaE6d+BBHT53y1MP63NVGIvZrZG2OvSd+P/CXsd+j8JIXI+7Unz8vKoGTKU0rxerWD5mlr0mE4iohPuSPRYBNOmybLag0zKLyLLab+st86ay21LlyAELNq7n5Mqh/X0c/GQcbxQt5WWRIwszUNtvJ2Ha5dR5i7i4bp3eGDfK+xL2IHwl1bM46Vm2wG2N3aQUf4hpK00/9fwIn+qe4EpwQm4VTdDvYN56OBT/LXxFSwsTi86hnfbbKfI880vMz/vGABqE3v4a9NfWNjxDllaFnNy5vJa2//xZvsTPYK0GxujKxkbmALAwfQ+nmr+PatD7zLIXY3P4eP1tgdYGX4eXaZQhYMCZyURs4M2fSfFrnEIFMLGQd7rvIet0Wcod40jXxtGXWIp73feRZNuRwhUeCZRn+xv041a9awM3cme2CuM8J9JQK1kbfgODOJILA4kXqDM0z9zb5j/y9TGH8KrDQKg3HcpbclnkaRoTTxGqeebFLkvpiv9IorwkDRX4tUm8VFr9hnWVtri19EafwCp1GAiSSdvQ0/+ECN1I1i2E03RRoNcirQ6QJ2baa0gtBMwjOcwzbUIZRYAlqjDpPEj3zdJiqS1ErBwafOI6asxZSemVYtbsVd9KfRcQUPyTUziSFrJ1ew1+Vr1gywOPc4b7b+iw9qDUJPctO1lHjmwnH2REA9sX8k9Jx6JYg0I078HCZiIz7wdCvi0wvRwKeUk4Hjs9XZmYy+jW4O97EMjcO9HNRRCXCWE+EAI8UFra2vP8blzZhNwRwCJ06ly3beP4e3XN9PY3MWW7U2MKS0g1+cmnEgAcNsbS7h66gyunXEED21YR0zXUYTgjX17mVdcjUOxL2V0fiEr2+qoj3URdNihTWeWTyJu6kzJ6hW61Z4i9sbrMDKBxG+0LWV27pSecguLsBG1s6pEf1tYviubupTtvOg0Osl1FOASvT+kMlc5ppQkzBRnFl7F9KwjER/xQmyJfsA4/7Se/YAWxJAJglpBP5P71KxTWB56rGd/U+Rlhvl6hV3KigImUiTRMw4igBrPkRxILOKj1qkb4j2VicEvI2UCIQx8qh2L2b3QaHtqIwXOGZlx1aChENbX4lSL7HrEkZkpcsxYiyJceLVSYvoiNCUPQ7bQHv8jOa4L/ubcAF7tNLLdV5A2N5BI/wVFO7t/BWUolmlnIJn67xDOU4EAwnERiUyAvmXtR9VGZsajkEg9hsPx5X7dCGUoaSuEIgIAuJ1TSZl25EVb8iHK/V/BJQYjRTbt6aUIBJsjDzM9+9j+/aCg4McUUZxCQQFius6+SIi7Ny3FLcSAMP07sDVT5TNvhwI+1ShlJpZFStkCPA9Mk1I2SynNPou1TfuYtr+XUk6RUk4pKOjlfJgwYQKKgIpCix9edSS/feBdDuxvR2rw8qItXDR5LOU5QZqjtjMmaRg4TUFcT7OlzTbddguoB1au5isjpnD58Ik8vd9OXWxMRil0BziyYASr2g6wIXyQcVlD0TKXfEH5EbzW0t/JsDd2kJF+O4jcq7ip8VbRmGzHp2XhVmx7ZF+ttBvPNr3AUfm2cFNRmRKcTsjsJGIm+GvTH9gfr+XMwq8yMTCLvp6aLbE1jPKP79mfn3cCjal9bOhayJSsEwDQhIs8RzFdZktPvVZ9O8WuMYjMtYzyn0xrag37Eq8yPdi70Gm5ewKNqRX9xjrceyaH5fyAhLmHdeE7MGQXrelVDPdfmKlhf1wOJF+m1H0sIBjiu5g9sfsBUPBQ7D6PzuRLmfqCAvdFeLURWJnwJlUJYlit6HILXm08iP7WpBzPjaiqm3DiJhxKKcn0k1ja9H51VMc5WOnf9ewbietQ3Ncj1fFYVveyUzrdmq8l4+jmKoQ2ol8/LtfldCbvgYw9WeJA0h1lYRBNv0mp//vsjf42c0wBLJwihV/tnWxVecawrGMb77S+x9eGHEGVL5+6qB0Zke1y43A6SCZ7Z1oD6A+JwET5zNuhgE8cZWZFx0D3/8AxwGYhRN8F5E7HXtjuU8PpdDJlyhSGlFnce88bdHUlmTixkgUf7MayJNt2NDG9upTGrihuTeMnRx6BmhJU+IM9fSgZxooDkS6KnAFG5OSxrsOe6tXHw5S6s5lbMJyXG+2wn9/tfZ+vVZ3ECF85O2K1mBljgpb58r3RtpQ5OfbilGeXHMfvD9gC47GGt7i49AwA8l1B6lIH7XuTGUeXGSFLy8GteDg6/3heabHbLWh/l6Nzz6QuvY8nmn5HR7qTswq/gl/N6vkQbIisZHLgCObkHM/arnexkDTpe8hzDMKjZDE9eArLQvaqIhoO1IyWvKnrZYb7jsMp/BQ4hxAydmPIJK3pD6hwzWCI9xgOJHpjWD1qEYflfI+IuYV14Tto19cxzHcJtfHnkdKiPvkmVZ7TsPqsXt2SXM2ErBupj/UuDqsIF1mO0cSMjXjUEVQF7iaq70C39uNQ7FfCznSy+2mP/4Ec11mZ+5VFvu9XJNLPEE89kenR1qST6TcRare2rWEvNNo7FkU7DktUZbzyvbC1Yz+mZZtu4qk/43DaC4kqyjgShj2DkDKCEFlY9IarCdz4HEdhWfSJcBCZ+/t7ZmSf2FN3sGciq7s20qK3U+JxMsJfzM5wO0ODuVw2dAKtlkkoFGIAH43/Bc300zigioDnM4w9GvC4lPINIcSjQogJ2PepFvjKP3ry2bNnsWzZnUhZBmiMGVfOAy+vBODFhVu44zsncDAV49LJ47n3mSWcc/hY6urDzKmoZHHdgX7MQe3RGGM8Rdw84hhcToV3mndycslYvrG2N5azMdlFYzzOReWzWBnewuUVp+IVPgpduVxWdi6qsOhIhzi+YBZdepJ4JkwqZibZGWvg8rJzWBNax0kFx5LvKCBPy+VLpV8iYcXYFt3JGUVnk7Z0Wg3bnNGqt+JWs3rOvzuxld2JrVxS9E3OKfoKCStGQ+oAw7xjSVghVnVtZajX1lTfbv8jx+Zfjlv4yco+l24eo0plNKZMEjc7CWrF5DqrWRe6n6DDtmXuT7zJ1OBPAMH+xAImBf8fLpENMs268J397r9fK2VPbBelzKcltZzxWdegyy5U4abcfTzZjqG4lTyKvUcjEzoRYwuakk3a3E2p1w5z2hv5EQF1GnF9BW51NJooRvR5rXS5DZf2TaSVR573OkKxHyLpDv3SsDLZRynjDTzeX4D5BorjZIyMsJViOKr76+jpl1DM94mnX8Lv/TXJ+LcBA2QMoR5PWrc5HQxzE8J1EQBO18U0xX4IQDz9Li51ImYmUkIVORR5b6Y1vR7TEpS6T6ch+Tzd+oVJkizViUvxkrLiOETvR3xt1wbm5s9ma8N6rhw5iasXvMM0IWhr700qGcCHITAPEaH4WfFplhTeK6Ucn9lGSylvzxy/WEo5Vko5Tkp5SmY9+X8IgwYNoqCgkLyMI8of7E3RQ0IinmZEIJfrHnmHzlgSn9vJS+t2cmL1EKBXMzypZijRiMG65iZuXPwe172zGH/STzJt0ZzsH+u5N9qGT/GzujXMbVsXsj7UhCUFj9Qt5Ff73qI+mWScbzRPNPYPxXqjdSXl7hJG+EbzavMqfrX/aZaG1vNm61L+7+BLtCbjFDvKWNa5tF+7paHlHB7stb8F1RwsJMtDC3mh5S/UxnfjVjxE9XC/dgZpHMJDyDzIos6HeKfjt2yKvsXe+DIWdvySTdFXsaTELwoxiPdrGzea8aj5IFXWhn/FgeRiEBaq8PTUqXSfSH3i7X7t9sSeJMcxlnFZ3yKmr2RX9Fbi1m72RO8i2zGG0Vk341Gq8KijaE4+zsH4zwEo8J5GOP0mrYnfk+06HYSjX79JfQsudTTh+M/6CFJwqfNJG8v71FsMYhaKNg3kVhT3XeCYSyL+HQzjbYTwYFl7iMRvxO25H/BhyWYUx0wMqzdeN5Z8CCEGE9O39xxLmcvxOU8iae7GqVRR6L2FTV034VKLOZh6lmznJBTc/WzbmyIPcljwJIqcVWyL9kaMbIhsJaA5uHzYRK5eYL8nIQHtnb1B/gPoDzudVP3M26GAz/VTIYRg9uxZFBSm8PkcJE17qpUf9PKTK4/ELVQa2nozdtxOW+NZvf0gcysGIRBMKCxiYk4Rj36wEVXYl2NIyfC8fH65dhWXVvY35c7KG0FtLMzOmD0tHOovZltXCycUTSVhpXmpeRWt6QgXlh7fr93lFacQMyyytFxipi38321fzdTgOAA2x3ayN1nP/Lz+XvC9ib0UuQb1nj/3OJ5s/jPVXtsZ1qLbmTYeLRcnvR+TPEc5YbMFn5qLkQnEl9JCybxYcbMdKQzajT14leKedgoabi2bhNlIY3pZpq+hrAv/gsHeM3rqFbjG05Ze3W+sQ/3nYcow7anFxC3b+WNYtvBrSD7BzsitmLKdcGoxemZaDQqW7ARMLMI41UpEz8uvUOD9ARqdpM2VBDxXkOX+Yc/5vK556Maanv2k/gK4zkbKUoTrRySTd5BO/ZZuO67ozt+XrUTiP8DluQvTOJCJMbWjJVRlKG7nGZjSgaKNxe/6GuAHDFRlCGCR7f4mG7uuwSKNlnFM7YzeT7X/Svr+JNJWF3mObMb4Z7OgbQWD3GVcXn42V1acQ5ZLYAnJT+fMY0x+Pl2KGJjm/x1IaWumn3U7FPC5j3LGjBmk0zEmTMzjlaXbmT15MFedPoN7f/4OkXiKIUV5PXU1zR7uK+t3cUJ1DW5N4+KR47hzgS001IxHP+B04nc5eK++jiI1D79m2xm/O+RofrNzVU9/+U4/nckUacug2NnrbNCliZROsjTbPlfizKc1FSdhpVnevoOvV9rOGguLLIf9Y1RQiBhRFrQv48jc/p7g9ZGNjPZNxiXcuBQvcRnDp9rt8rRCQnonr7c+z7H5lwK2xn1Y8DQWdzzKtsgKRnjn9JxPzThzxvhOYlfsbdZ1PcHYrCt6zjUx+G22RB4mZjaiYTMrORQ/CauFgDYYEBQ6ptOSWtlvjNnaaGLGNtJWK4WuWfhU2xEXN+vwZsKHavzfpTZyPQHn5J52he4LCPU4o0C3IqgiF0XkUOK7l1TyBeLpPyOESjhxBwn9NXJ99+NQpiGECqQQIhuX8wz8nuuBLCzZRDJ5PVJ+SNPrE1UhiRKJfxfVeTxSqvg81+Lz/BxTPZaDiT+TJsbeyLU0JhficF5JwHM3EhVVncyWyI09/SgZAZ222hG4cCq5PWUuJYuwsYUCbSgXl5/CYF8xTzU/xyMNj9Oc7iBJkuvXLGRwYQ4XTJlCNBwecEJ9DAY00/8AAoEAo0ePxu/v4ugZwyjyerjngXfw+Z2EY0n8moYQ4HU5iKd7UyU37m5iUCCL615Z2HNMzRhRLxs3nnvX2tPH+z5YwQ+HHkPQ4SWaMtkf7aQ7VOj00ok8uNP2dm8NtzHE2+1TEzy8fxGXlp0CwLklx/J4/XvEzRSjswbx2MHFfKXiPAC69DjZWhaj/UPZFdvH9tgeglpBv+ni+sh6RvqncnjO0bze9gIATmFroVOz57Cw/VUSVoy6ZB0BJZsx/rlsj9ofiD3JD6jyTEJBRWKhZIRpoWswjan1WOjsSyyjxDUDn1JKzGwiabWzN/4aowPnA3ZEAEBdfCGlrtlUeo+hIdnfjDHEfyYHE09ikWZ39GYG+69AEwG69M1kO6ai4EZFR5cttKdeId9pO5UC2kiSZq/vsT3+B5xKFSXe6+mK/wBTbsvcUVsQ6uZmOmLfxuWcjCLKCXjvwev+DmljB+HErZiyFR0Vt+ceIKvfGOWHTPyqGIGFD0Q1B2K/5EDsx7Sn/kDQeSK62Y4i/KSt/TQlHqQ2eiNpGSGi96YGO0QOqT4Ce2f0F3iVQUzN/g7Ts3/ECN8FWJYLp6rzWONTLA2tJGWlyNGyqYt3oTp00pbJC7Xb+V3TbvzBIC+/8goD+CgMaKb/EcydO4fa/TtZ8Pr7vPiaHbA9Y0o1ry/exoaNBxlbUUR1YQ4bD9pTS7emMX9wFfFImuEFvZqEKgQuVaU0K0BHRkPoSqdZ19BKqSuX3+xciSrsvH6AElcOXUYaIQSPH1jNUfkTevpKWGk+CO2n0lPMgrbNCAQpy0AIhdpEC683r+dLpafxSst7zMyZzMTgaHbHawF4pulVPIoPl+IioAbIdeTSlu6gwlVD2AgBoAj7axtUs9EzU9RloQUIxU2Zaxh7k73T3+WdLzIhcBKWNFFxMDnrfLZEX+wpr00swaOVUOAcx46o7bhJWm241WwUnMiMh74pvZRy97F06jaDfTdyHKNoSDwHSCxp37ddXdczIvBjkmYTfscwhvi/Q2Pczgrq0pfhd05CIUi6h3XJSaHnOxT7v4+UkrS5FPqkagocff734lTHAoJQ/Fq6EjdjWFsReLFII5C0x2/A5bkVVZvd503pfl3deD0/QzpmEk49QdLagab0Bpe4tBGE9NW4lF6u1oA2h6bEM2Q7e59x0DmRluTinv1RgZ9gEmNl50O833kvq7seItc1mB2x1xnmqempNylrAi82rWVZx1ZOHjQUgFOrR1CbXcK7CxbQ1NTEAPrD9uarn3k7FPCFEKZjxozhrDPPxKPso7KwC5BUD8qjtr6Tt9/fwexRVYypLGTVvgY0ReG2k+fx/MLNPLNoM5eMG0dljq3BKELhojFj+fWGXlvgpSPGMzm7mLZEjLRlogiBKSUj/EVsCfUmEVhAQPOh9NEo32heT5eeZlnndvyam7Aep8uwBcSmSC0fhPZzVN5Mil0FuBVXD0nKSQXH4lOyubDoYubmHMVE/3TihoEQLk4tOB+BIJTuZKx/Krsz1H0excdReafgU7JwKH6Ozr0Kf2bK2WYcIN9RhSacKIqDgJZNR4+GJah0zwCpIHBQ4JzYM/6oeZAi5wTaUnY2VLXnZDxKHgXOaUwI/phxwe8zJuvbmDJMSLeFt2HFAScWSfZH72do4FsIHAhSGH2oGdpTL1MTuIOEvp1y/92UeL9DOP0sMX05pnWAtBkl23sXoscLbmuVQmSR4/sZsdQrxFIv43Nd0tOny3E00eTTWMSBOB3xb2OJsbjc3wecIC2czktxe26mNfEzwqk/4NYm0xy/hQL31zPvQABDWkSMD/A5xvT0neM+gY70QjrTi8l1zAUgoI0inFlSZYT/RzQnXyFthRniPaqnnW6l2BNfwtEFvQkdhc5CWtNdrA7v4egqmyR6Qk4Jm5ImejCPxx5/fIBB6kP4X4gz/Vxy8z8MIQTz58+nrKyMBx98kIDXIONrwrQkeT4PQhG0ReP87LSjuP/xJRwxoYqlO+pYvLGWm686ip++txSHojA8L48/bFvLN8ZOptKTzQsbt7MsXsf3jpzBiKwC9sdCWFgcWzyWn26wU0m7xefrDTuYnjO8Z1wXVcyiNdlFmTsXBYV2PUJLKsw4fxUbo7Us69xGwOFhqK+SdqOVqVnjGRsYz18bFnF6sQuf5ubpZnva5xROhDBZF1nPOUVX0KrXc0T20bzc+jRnFF6MBbza+iLBwmycisqCzieYFDiSAmcFzam9LOz4C/PyLiSgBFkeeoCgWsYw/3F41Fz2xd5nR/wNfIqKWylkWva1tKU2sj/+JtOzb2BD+H6mZ19PY+otYtY+FKGwPXKrPS4ln5H+H1DpvYQD8T+TMA/gU2uImdtIyXo6k+8zyPcVOtObKPZ8GVX4UYQTIZxoShCH6qchdg3dMaE+x1XEjbcwrDpa4rdS6L2NlP4GIFBEDtne2+mIfY8sz3eIJn+Hx3lj5glInNpEIumXMMwZ2FP8LqLpX6MqQ8n2/gbTChA33yCRerTnGalKLhYRJHFAIeg8g/r4I6StepxKaaaWk7TVAVi0p95maOAOOvRFaML+CA/zf4e29EIMGacpuYRi91S2x6HcOYMDiTVYGCj0RoU4+0RFtBjtZDmcpFMmEvjAEcCxezc7d/ayiA2gWzP9Qoibfxu+UCJ/+PDhXH/99RQVeFn8zl8ZXhjGoyVIhJPkZ3m545T5PPT8Stq74hRk+2nutHlGb33oXa6dewQTiorQTYOfTpnHsm0HueH1Raytb2JcSSG/WLWKC6smoAqBKS2yVd/f8He/376HKcGhCCEod+eSrfq5b/ebnFo0naDDS0sqzAehPcwtGNfT5s2WtawJ7yVPKyRlebln79McTLYSN1Msbl/H7GybESkt0zgVBy3pVv5U/2fCegqkgzLXYJ5sfoynmx/DwiJktNGabkHDwfLwy7zU+hsOJHcxPfssAkoRLsXPhKwLqPbOYU34Ed7r+Bl1qRUEtXLCei37Em+yvPNO2lJ7GBv4CipOKr2HsbHrFlpSSwBJZ3ojftVOwyxwHs6B2C8xrVaqfJcRNWrxqfYHxaNUUeo9Hilb0Y2VRFN/pjN5D+2JO3AgsawwDqWIbkGqilyQSZL6MnyuE4E4LfGrsUQhiqgh23snHbGrgQSqKMCSHUSTL+BxnASAwNZi4/oCvM7e9FLT2oUp3UjFIm32p0MU2IKtM/k0ue4rcWnDSFs2x6oivAAUea6gOfF8T5uw/gEBdQKKcFPj+xqh9Do60ivIcU6jObUYmUnJrfLN4kDG3NKQXMN4/yhyHTnUJ3oF60tNq/nu+Kl0xhIMLcjhprOPx+3z0dXVnzf2fx0SgSk/+3Yo4AslTAFyc3O59pofc8klFzN+RAFDchpYvfBZWnZs4pk313GwxX5JPa7er5xhWWzaXI/TEDy+YjM3vfkeW5t7p6RVeTns6OigpTPBiKwCStxBXj+4q89Zex+WIh1oQuVLlXO4b88bGFh4VTel7lxaUl0kLR31Q97FgOajKdXJovb1ABQ4s2lNd7AmvJ1qb6+tTe2TVlnoLKQ+1ch7oQU9x2bnzGN91wqWhRZweM5ZPccb03t4q/3/aNMbAAVD6myMPNXDmA/gU/OI94QrgUEUhEBV3LSn1yAzdSUWBxMvMshnO6d8WjUJq5bW1MukjTpKPCfgcwxjWOA6Sj1zqYv+EJNOUtbWzPQbnGIUhtWEKZvQhB+3aica5LrPI5T4JaZsQxO9K/Mm9MUI4SBlfECvHdW2E6fNhbi0uahKDWlzV+Z57sSh9q7y6VAOJy1baUvcT47nahTsCA9F5KJbtgMpZW3HrdZgWH24WjNOPqdaTiIT6gXQknyBSu+5OEQeCXMfbWnbielS8jGIkjQbcCtBkla8h4T7QPIDZuWOY1JgPC829fLidugRKoIeqnKzmT26mu+/uwDdNFHVQ8PO95+ClLZm+lm3QwFfOGEK4HA4mDJlCt/+1re452c/47RTT2LXtk0EI1txCzsd0Omwb3C2z82t583D0WmyfOlevjJuwt/053fazo/7V33ABVUTyHMGeLdlz9/UA/jz/tUM9hbyZuPmPseWcmLhZFpSIQAiZq9jZVr2MDrTMSwp8Kn2j3diYAjbo/aS6c81LuLsotMAUDNOp1JXCZaULAutZFpWL5dnobOQDqOVhBVDfugFcit+0jJGq17HB10vMyPnO/1se5rSHTakMNJ/AUN9ZxDS6wgZe6nwntanJwuJSUTfjVspw9EnPbMjvRCPUkqWNo7W+P20JB7E1jr7awaF3ivpSP4OIRQ6EneR774sE1Y0qIddv5sERRXF5Hq+jW7txKmOofuVs0j09Jc0NhFwf4+uPtN32cd55XafSyy9FCkjNMV+Qp73ZsCLxzGTcMrmI3coFaiiEOhLSuPAqZQRM/qvPqBkFgcM6xtpSvbymasZTbYx+S7Tg19nX7yX10BiIQhT4LLtpQCH5wzn2mGnka9lsaWzjd+uXWMv/2xZA8L0Q5CIAQfU5w2/38/cuXO55eabmDhmBKPddVS6w6gKXDRvPFceMYEHfrmAkqIgr7y1mTde2sz3ZvQnzXA5egVTJJrGMI1+5d2iwq+5uKj8MNK6YG7BaL4/5ES+XXMsxxePx6+6SVi2NrU1Us9IfwV+1c28/Ak81biMRw4u4rgCO0FguL+c+qTt3KpPtSKlhldxo2SSCo7NP4Znml9gZ3w3Nd5RPeNIWr3ZQdtiGxjqmdqzf1TehSwPP8/K0GtUuMfxTvsDxCyD2bnX4FMKUXES1Ko5LOdaGhJr+KDrVwQcpUTNBvbFFlDmtpMQujWt/fGnqPHZbIoepYph/lsZ5PsaMWMDFhEK3Jf2nLuvL6XQ8z06kn8ALMhMv9pit1Hmv490xpkDYFqdKBST5/kx7fEfAyah1JN4nafbfVq9U+WUvhiFQahKLxGOYbUCbrzOr9CZfAJFeG2GfZI0xX9Cge9nuNRxmIQo9t5MtutCIuklRPSlDA38DKdSjkWaIu/XaU4+l3m+Y6n2X8Mg/7WYgE+rovsnIFCRmRlHwmrAJbKQ0qTIOYJCxzAKHEMI6/updJbzk2Gn892aY1DVJL+qfZr9qXY8ATi6ujpzbQPC9KMw4ID6gsDj8XD55V9m4sQJ/PnPj7Jt5QLaQ2W8tNEmsggEPYTCCULhBDXV+RxTU8Vbe2oB0FT7YZT4fJS6stjV1MUNg4/F6RE8vH81IPhWzXyk4eDPOzdz4ZCxbIs18/RBm51IQ+GwGcP4Uc3pbIru5+2WDVw5aD4uxcG9e14AoC0dodJj09NpiorehzDkr43vcGXlWRgywfTgVNaFe4VOW7oTt+KmzDmIvYne9MdtsQ2cV3IFuxKr8Ss5RIx2UlacVms/M1zHszn6Jnviy6mNf8C04DlkazVUeY9jaeftAPiUIkL6XjQ8NKVXUu29lobk2z1hUhYpUlYIv1pErmsme6K3IklRE7ietNVA1NxBgftyWpN/RJJG4EJV8hFIUt1xpZmvkKQLRfpwqKXke28DXAj8FHjvoT3+ZUBHYpAyV5Dtvpe0sRPdsh00ftfXQSlDCkmW62oQnYQTD5DQF+LRTge1mkTyj7hc45EZ04AlIzTHbqXE9wDZLpW62O2AQUCbhYFkX+THlHq/hUoQixRF7rPwasMIp7exLXIPKh6GBa6mKfEk1b4r2Bf7PT51MB1p+7pGB76BX5VUuAcRNRsRKJnlVzowpM4fDjxPvM/6XmlL8svdS/nx8LnEdB25Z++AMP0QujXT/2YcGiK/DyZNmsQNN1xPc2Mdtft6PaaRWO/L/cKrG5kdKKM44CPodtGRSlIRCPDdidP509J1LD14gJsXvc+tby9jjns45c5cnti5gzs2vM8RRYP46cbFjPaX9fT3/RHz+cPeZSxu3c6mzga+NfhEhvnKWNy+haTVKzR3x1oY7Cnt4UjtRtxMsj/eiltxM8Y/mrWR9T1lizqWcHTeyUzPnsGOWK+QlUg60u04cTM/73xWhHvjSptT9eQ77KwkEx2/mk9tYnm/BfzGBC5kd+xVdBnDKbLY1PVnanwX9rAjVXnPJ6ANx5BtNCYeQ5JCFT6kFIBGR+pVTCDoOBHDCqMIP8Xe79Oe+GWfK7PrFvpuJ2Eupiv1F9ri19EW/wGm1YoUkT50d3bCRTS1hID7cnRjN0Hv/USMbejWQZLWLqSQNMbuIuD+Nl7nSbhcp9IWz1D/CTdS9hJsZ7svQKDSlVpCtwMsae3FrVYgMaiP30eX/h4uUUVDciGbu26iLvkkACWeU6iP/4mYuR0FSbZjMjmuaTSlFjM561os/W3S1g6KXMNpTK7mYPJ96pKLOJBciKo08u3q03D24R9Im7a2f+eORRw7YhBIOSBMPwQJWFL5zNsnIUNQ3yKE2Pyh498UQuwQQmwRQtz9ce3/FTjkhCnYTqrjjjuOitIoQliMHV3Clh39eVYe/NP7XDNpBiML8zkYDvGNsVO46ZVFZHvdNEcztG+GwZiCAkLxNLWREAAlXj9dRpq3GvZwbNFI8pxe4qbOsvZ9jA5WsjXawO/2LiRlWYzLGsKPas7ksKCdZ/9MwzKOzJ9E8kOrkgKsDm2jzFnKgfhB/EqvnTJkhHApfiQmhuxvflgeepcj875Eu34QQ/b2uarrZUb5bXvpkblfZ2v0ZTZGXyRkdFLjtbO2LEwMmSBlhfCo+UStg7jVSlThYWzWTXSm9xO36mhPbyffZZsACl2n0hB/GNNKoAgfzYlHcGujELjJc19JOPlkj3YIgBQU+G6jPfFzdHMPqijtKRKKg47Er8l2X2uPR3YTST+PKgbjcX+ZpviNxI33cag1gEXc2IBDVNIcv5GW+INIafR41oVw9Zzb7zwe04qQttaT7zmt55y6VY9DKezZd6nlRM0NOJTsfvc1yzGcZMbjXxf/LeWeM/GqVUwKfodw8gFixgpA0hq7hcnBr/Vra2GwLPxbvlN9OlrGBt7NKeFMGSx8/gVAkpubywB68R+wmf4f0I8YQwgxDzgVGCelHA38w+vV/SM4JIUpwDHHHIPbpVGUH2P+/JGsXru/X7lhWDz08FK+MXESo4IF3PzqYkxLku/30Bi17XV3zp/PvUtXsGTvASbmFaMKgVu1LR8LGvdyeO4QvjtsHn/Yu4yYmcaj2mmZV1TPZ2HLDt5o2sRt21/CkBrfrDqZ7w4+jQJnLhEjxlBvBeeWHM1VlWfwjUHnMT5rDIpwsCNWx9TgTM4sOouLSi/k0rJLCCh2nv5w71gmBmZyRPYxHJV7GodlH0W+Vkmuo5L5OV9mcuBEqt3j8Cu5KDiZl/NVdsUX0qLbXvBtsTdRRA7jfJdTn7SdJ0kzhEuxvd97o2/jU4eyPnw37fpaFFQaU6+Q5TgCTeTidQwjadURTq/Hk8nHPxj/OUIJ4lIHYcoITnU4DqUah1KBQx1MKP4XDKsOw2pGzVDcOsRYkvpa0uYWDKJoYiyWjCHwk++9D4MummLXY8kIqijEtMIgoTP1OHlem8nRIoQu2yn02XGoAheSNE6lBp82i1Dqj0gM4vrbBLWje5670mfFA6dSRF38Lqp8F2ecTuBRykmb/TOUIvoGAkopzbGfkLa63yOJIVuxjEUMzXygyIwsYUVYE/kT36o6HQWFWFqnuiHOvNWtDHPncOMNN5Kfn88A+uPfuWyJlPI9oONDh78G3CmlrYlkyO3/bThkbKYfhtPp5Mwzz+DRR/9CKp0klba1umCWmxmTq6iuyCPgdpDjddPV1tKTkZLt8dAai3P1jOm8tGMH9ZEIjTsifPvIaaiKwuKm3hCapniMEp+HhGlrRLplMi27hlUd+3mzeQtXVh/GrlgTS9p3sqR9JwHNzT2jz2dKYCRNiRh/PriMdMYMMCtnFC83r2Sor4aXW3vz4gOqj69VXkQOpXTqG9gfbyFk7CJuxVFQuHnIZN5ufZ64GcWvZZGt5VPpmYEmcglqHlTlSIb55gOyJ0M011FJXZedJpm0QuQ5qlFwUeM/nk59JxZp8pyTaE/adIFbI3cyLutGUpYtZMLGKkrcxxIzNwEqinCgWyEUMQiBF0V143ccBpYXXdqzKkuGcKglYEDQcwktsZ8A0Jn4DUX++5EyTY7nRzTHbyHLeTYOpRzdqiXbfQ6tiQcp9l0LGKSsfWhKCabVhpQpOhLPkOf5FgouBBp5nu/QGLPJn6U0iaVfpcD3c8JRm06wm7hEFfYSMAAHoncyJPBtdkZ+Rpn3dA7Gfg1Amfsy/I5KQullWDJC0HkMnalnM33bU/cu/U2KvNfSrg+jQ99J902OmO1siT7B1/PPYOmzixnZFuHcc8/j8MMPR4hDIy7yPwkpBbr1Hxc3w4BZQojbsWPyvi+lXP0JbT4zDlnNFGDatGkUFxdTv38j37h0Fj+8ci4XzB9N7Vvb+PM1zyPSJrt3t+DVVW47eR4+pwOnpnLy8GE0dEVYftB2XllAntPDnOJBvNGwkwK3j5snHMnIrAICqpebR59AjS+fpGlyTNE4Xm7cQNoyyHMGesYyOlDG94aeSH0yTFoK3mzb0CNIAWbmjuD11tUUunrp8irdZVxSdhadeoSU0Nke20lDupG4ZU9t5+XOplVvZWbweFIyQbvezJ7EFlZ1vQvCQuLg3Y77ebfjAd7t+BXvdv6KRZ2/xaF4GeI9lVLXdHQZx63kMzX7+6wP30+nvo2ANoRC5zRadDu+MqCOwalU41QH4xIVGLIdh2p71gf5rqU++mssGaNLf52w/iyR9NuYMkKaveR67Gm8aXWhZqbYloxBjzlAAXwIAjTHb8SSXcT19/FoEwDQlEoswkipI3DQnniYPPd3UJUC25Yq12NacRzqIAq819Acu77PG2Df31j6FXIcpwEgMrbMXNeJNGZWQzVkKyljG0Xu43ApBVR4r2JY4Hpi5gr2Rm/ApRbRFL8FjzYRh9JtK+8NYWiO38HYwFlowpt5W2xoQkNpixFr7ySdSvH8Sy/yq9/8mtWr/22/10MWErAQn3kD8rvXkstsV33CKcFWFnOAGcAPgKfEv/FLd0gLU0VROP/889i5YxN/ue0pfnX1Uzzy09ep293KjGNGsnVXC7F4mqDbxS+eWMotx8+lLDvA0Nw8ntyytV9fsbhBmTeLr4+YzjeHzeDWVe9xINbFnkiImzYs4Pii0YzNKqEu3ok/M91PmSZZmocrBs3lsNzh3LD1JTyqg/Z0lAJnf8ajpJWyF+nTbW1panA88/Jm8uCBp9GEAxDkaNn92lR5K+jQ2/tNXTNXTspKkrISBNXifiUTAqfRodexNPRLchyjGOSZS5FrIrXxV9FlF/XJ9xjkPR2XGgQsanzfIOAcD0KyLfJrcjznUOq5AgUvpd5v0J58m7TcjyL8Peco8n2f2uhNGLKNtIzjEMORxFDw43ecSyRtx25qShkFvp8TMzYTSr1Nvue7AKStnTjVwWhKBXpmym3KMIoIIElgyHacyjCShm2+iOgLUEQWaeMgFqGecXQnIsT1BQRddjhcN5eqVxtC2qrvqduWepZy1xk4hJuO1Evsi95EzLC1ao9ahSGbaYjdQLH3akD0hJB1oyl6HVOD38DmVlU4Ou/LDPJOJ1LeyvSvnsfymSWsqHCwrqOeZ557jgH0h0SgW+pn3oC27rXkMtvvP8VpDwLPSRursL+E/zb7yyEtTAGGDBnC1KlTqZ6h0q1NOF0ak48byxtvbEZzqCSTBtFkmuv++DbFPh/5bg+3z5vHrXPncsvcudw0ZzZlXj+VviDP79rJdasWMbe0ikVNtTy1dzOXD57GfduX0pSI4hFurqyayw0jTibo8HLbyDN5rWkrv923mCMLRrA+VMe7rds4r3RuzxiHe0vZHrXZlVaHdvKViovIdxTwh7rnmJs3lUUdq9gS3cnhOYf1tNHQ6DLCSKA13YpX6RVm07OOZGv0AxpTexkX6CV8Bsh2VBAx7RjXdZFHkZYLDT9Frmm4lTwMGUfBgYKDMVm305BcQcJoJazvwJRJtkd/S7O+E5cyCssSRE3b9mpiIvCQ67qA9sRr2Fqhg+bEg2R7/5997wV4HNNJGavxasfgd3+F/dEfoggHYf05Iukt5HmuBkBRAmS7zqI9af8mDKujR2C3Jx8ix305utVMme9O8pxHY1obcCkhcl2XZ67U2c+7H009S57rgkwIk0bf4H2NXIYH7sKSm5BSx6NV95QpuPv8CCxaYg9T4Pk6fEiYWnQRTz1FgWMYJ+R/g0Udb/Nux8v4tRxy3U5SXgctxV7KJo6mKxzGsj6crDyAzyHO9AVgPoAQYhj2S9H29xr8MzjkhSnA2WefjaWlyKqwX+Cv3n46f3zIJjFRVIX2jhjeDHNKNJbmoaVrufHVRdz82mJueW0x97y9nGK/n45YkrqYnd1ydEUN7zXVsi8aotSTbbc10gQcbu7c9i4/2fgGr9RvpyUVZX/CXvtnUnYlO2MtRMwEfW/tScVTWdK5BYBp2cMJqkFebLGn2JWeEtrSIRJmijxnLxH2kXmzWRleiQBWhJdzeJ/F3Src1TSmD5CScWQfaju3kkVYb0L0yWXOcdWQJs7O2LOUe45iYvD7eJRSBB7Wh++mU99IoXsaYWMnZiZ8KW40IoQLQ3ip8N9NnvNMQsmFBJ3H49JG02V0E8RogElT4veZ6b6KbtWT474aqVZQH7sViYGSIQaJGguIpjeT7/keAjeaUtqTopo2G1EzxCOmDGFY7eS7TyIcv5Gu1G8QOEikHsJJM4XeH6GQhZTRnutMGMsJZFiigo7ZtCZeBaDQdRY1/itoj/2QtLGZxviv8ao1lHguBSDXdSydicd7+knJzXY2l2qvjuBUKin1/ogK/08Juudjyhjt6XradfuD5VEDbIpuZVKubR6oLCjGMk0ikf7L5fyvQyIwpPqZt0+CEOIJYDkwXAhxUAhxOfAnYHAmXOqvwJfkv5HO679CmGZlZXHqqadQOMpk9iljWbPxIF1ddiiOUAVLN9Ry/JRhZHldtISjHD28pl/7m06Yw5aWNnZ2dKBg35RQOtFjNdvW2UqVLwdTQl28iyF+e6YwJbcCK0MD7VWd9E273BQ+yHBvZi16LNKWzmlFh1PsyqM+ZTsdszQ/STOFEAIpJWE9So5mM/6Xe8poSDUAgi4jjEe1SUCcuAkZ7QgElpQ0pw4SUOxkgclZ57A5+mbPMCpdR9CY2k7M6CDfOZadsadZE76PkLmbTn0rhoyj4iVuNtsZQBkb74jAVXSZOxBCsKnrJjrMVnyuYwg6L2Z/9JbeG9cTGrSdtIyjUIKq1BDS19CW/HNPte4cebAFaiS9AaeoIWnu7Tlu0oqq5AMaxd7r0Y0NSBlFEgVEjy00qT8PxmJK/Ddg9RGmAF2px3GIfLJdc4mZaxkauB2PaKMtfhOyT/pqU+L3JPX9VPmuJeAYR9LahksZQdBxJsXea3CoxagUU+a/DY/jcA7EH2ZX5Ab2Re8hbOwjS21mWtbhAKg4WNS5hnlFdvRDlj8bIQTtA4vr9YOU/FuJTqSU50spS6SUDilluZTyj1LKtJTyIinlGCnlJCnlu5/Y0T+B/wphCjBv3jyyc4KoRREWvmtnEglhT/z31rUxprKIyUPLeG3dLkoDvVPmr8+aytObtqIpgkX793PSoGFcNGwcL9ft6Knz1L4tXD54GhKL3+1cwVkVNrFH0OFmbUcdIwMlnFIynkcP9C4O907LZk4unk6hM0hdopVj86dgWIKWdJgdsXoq3EUclT+d55resQUjJq+0vMPhOTPQ0AhlSKS70amH0XAwO/dkVocXIYSCJQ02Rt9nQpY91XcqXhJWuIflv8I7k7rEGlrTWyh296bYOkQWfs3+oAzzX8r++AsoQkViUOycT2vqPQQSl5IPCDr1D6iNP46FQaX/blSyAZDS6CF97ki9AMKLLjt6Mqa60b1aqVOposDzdbJcRyItD151LGW+u8l1XYZhdeJWR1Luv4dI8g9E9D8iRDaqUoWqlGH2EbyG1YhLZJHrOosK/52U+u4iy3UhulEPJHEoxQwL/IRQ/Bai6d7ce9sWan8iu4x36UqvwiWKyPd8Dac2jLi1labEb4ikl6JbXQjcNCefwejDxq/LJLvjLzDU62GoZ1TPAtH5bhdD/Xls6+jAGwjQObC4Xj9IBIalfubtUMCnEqZCiFohxCYhxHohxAcfKvu+EEIKIT7XwDpVVZk7bw7hcDNDhtheZb/fTTietBlrUgajKgvYuL8Zl1BRhWByWTFJy2BzcytpLNY2NTGrsIqxeUVs6uwNSUuYBmnTQrcsLMCtOBjkzaE1FeHF+s3MLRjOEH8h9clQTxtdmsQMnbNLZpKSOtmOIBsj+9kRreO99k0ck3cERc58ImYcga2Zxq0k+Y48jsmfz8qQbavs/iZ/EFrJjOCxBLQgYTOjmSJJWjGkcJKtldGa6iWMHus/jy2R13AqPpIyTEe6nmzHUHK0YbSlt5HKaHVONUjSakGgYqFT7DmCxuTbCBSak4vJc9p23DLPyYTNjWyL3Eqh72qyHSeQNhvRlHyytGPJc19J0trDgejPEBRS4vsJFb47KPPdgINKSn1343UcR338CfZGbyYttmLKRlpj3yOtLyXffQ5Bx7FIq6UntKg9cQvZ7m/i1qaR1t9BoYBs78/JcR6DMN5GoQUl+WMcqZ+QI1dT6TkOr0jjIIv2+J2Zhf4+Gh51GNmu+eiygebEbwilXyZpbsetDsGhjiFFK63pJeQ7T+5p41QKiZu2yW1z5GEOzxmOyBDSxKxOzhk0gdHZBShu1wAF34dg85kqn3k7FPCPjHKelHKClLKHclwIUQEcDRz4+Gb/OZSUlBDqbOeEucOYPGUQWUEPLR220OgMJwj67Onm8i0HOKyqnNMnjuShVes4rKKc1/fsxpKSlG7QmPxbe9ebB/fgU22nxq93LOf2sSfw1wNrMLAod+f0eOn7Ymn7Lob6Sil1FfDng4s5tWgq73dsJm6mUIWL9nQIsDVoM+PwCBkRyj0lNKUzgeUZwdKsN1HkrKI1bXuoFWzNFKAlVc+UrPPYGuuexQh8WjHN6R141CBJK8ym6NNUe0+mwjOPXfFXaU5tosx1EqH01sxpVIb5rmBf7NGePlrT71LgOgIQuJQ8wvpGAtoIdkbvQFey8GgTKfJ8F6EVUxu7PaP1pQjrb1AXvYmW5BNoohSLKI3xx2hK/hGLzNRcphAiADhIW9tI6mtQaCeV+iXZzjkUeW+hyHc3hhnB5zwPv+tScjyXoyRvRKZ/j1DKEMZ2UMYABlg7kfqfgS4UdlPg/S753h+j9FnvvhsupZoiz+XsiFzfb5E+TRST47qAfbF7QUJz8i38zikomVVjfeo4OtK9DFSbu/5EjiPAl8pOJGyGmZRTytO7txFTGLCZ/g3EvzWd9IuAfzaK9ufAD4EXP6nifwJFRUUYlsHvr32cC390Gs5pg1m69yAAG7Y3cOGIScwfW01B0MuFU8azaO9+vjp9EqOLCtnV1cHsQYMYmpNDXUrlhglzUITIkFyAIqDMFeSaUXaAvEOo/L+hs5FArsOHbplcP/xEClwBpJQcVTAGFYWUZWFJha8NOoFCVzZfG2QTIec4/CRlki+VnUmJKxcpDYb5h6Ci4FN8nFN8LlJa5Kl5nFZ4FiAJatkkZR5H5p6JR/ERUPw4VRcqGm4lSKV7IrqVwKNksTu+kKBWSrZWRpeexKPkYkrwqIWARUNyJfNyb2V16AcACKmgqg6ixp4Mg5It3BUcFLmOpCWxgJCxlsG+rxA21tGWXEyh80QsBM19HDjdyHLOIcs5j4i+kmjqRUr9P2Jf5G4swgBYMkoo8QwB56lE0s/gc0zDMDchpUEi9UimFwWHOgWHczwy/SBSHuzpXwg/inEv0nUdVrKbeKUM04ogFEkkcQ2QRaH3OnSrnY7EbwFwKsXke85kW9ePMz1lllPBQ6nvmj7HbeyO3s9w//Xsif4En2Mc0eQLAPjVUob7v0ZEF+wNJ1kTamWSK83RlTWs2rJrQDP9EGw+00NDKH5WfFphKoG3hBAS+J2U8vdCiFOAeinlhi9KxkdOTg6a5uDUb88gEPBQVpOHt8DL/ClDyMv1oesWbZE4B9pC5Bf4eXrFFo4eORgj3+S5nduo7Qpz/cxZxNG5e/2yfn2fP2Q0eW43d2xZyKyCKsZmFxNOJ/jlnoVcVX04f6hdAsAvx5/LsvbdPFW/hm/VzEcR8Ku9bwFw24hzWN6+jRXhHXyv5lQe3P8yPtXN1wedSqfRzl8bX2OMfygzskfyeJOdiXPLkGt4pOlB0laSi0uu5LWW50iT5IzCS9DRWd+1EKfwMNgzmpDehUPxoAovqsimxFlGhXsaIbUAr1mCKQVuUcL07O616zVGZ30fkHiVIqLWQYYFfoyGB49SzKjAjaTNTgZ5L+SDzi/ZLRQfpe6z8GuDiZs7SRr7KHSfTUvy6R5bbZ77LByijAPRWyj3XY1JOw3RGxkcuJPdke/jVEowrHrSciO5jnOJpJ9BVbykk7/D57qcWOrnmfFZKCIfQRrhvBgr9dM+T8QOabLwAF4gjnBeRjr5U5zuqzN1uuhK/BCFPIp8N4Aow+1Q2NT1lZ5eLGkgcFPuu4ldXbfRHRLVbVs1ZBcd+lpyHUejKQWkrDAFzgkUuE7lzn1PcEHRJYwIFvPEwTWs62zmgQ2rOBMF3ejPszAADhkN87Pi017d4VLKScDxwDeEELOBnwA3fFJDIcRV3VkLra2tn1T9n4KiKEyaNJFNOzbzm9teo7E+zE9/+RYvvbGRNTvqaWzrYuP+ZkaWF/Dm1j0EPS7KC4Lc8PZiLhltL0XidTrIcbnxO5z9+p5cWEJr0p7Kn1Q+ki1dzXhUl+39z/CUfmPwXJ7N0PYBBB0e4qaR8fRD3EoxK98+T3d21OUVJ/Dr/c+RpdlOsfFZw1EV+xuXr+WxObKF2dlH4lY8+FQf+c5umj+NlEyRtOJ0me2krAR+LY/9yY1EzHa2xRehyxTroy+hKR62Rl9Flwma9c2833kf68KPk5ZJtsdeYEXoPqJmC+vDD7Au/HOiZgNRs5YNXT+lNvkiaTPGiMDNjAhch1MUY8oQe6J34lD8NKaewqlU4c9kNBV7vgrSQUPiAQBUbMJlSYLm+D1UB24jy3E4ccNeDsSyEqgiD0EaS9ahqRX97rvPdSzSXIWCCUo3+74bpB3GpaR+g3BeAASQwgekMY31OJReLliLdgwrgSUDJKRKsfd6qvw/pdz7/0gZHZT7b6UtuYp8zzlU+n9Kie8uNDGMwb5vkeUYR2PyZbLdczCRVHmORRVH8cv9T9vnF4Kl7buZnTcEy4LqphCRtjZOOflkBtALOzRK+czboYBPNUopZUPmbwvwPDAHqAY2CCFqgXJgrRCi+CPa/r47a6GgoODDxf9yHH300egihOo2MZAoCpx28kQee2Mdu/a3Mbgoh0k1Zexsbudr86Zy3/sriKTSuIRGkc9HcyLKPWuXccXI3lU+55YOYlHzPgxpUePLYUuoCSnh0doP+HqNbQ5wCgWf5qI2bofElLiz2BNr5eWGjczIGUKOw0dbKkJzKoJb0UhYaY7Jn8K68A6SVhrDAqdwkKX50DLLm0wKjmdpaBkFzmKmBmewMvweeQ7buRY3IxxI7KbUOQSANr2OIT5bgNgaokKZZyR74ytIZxinvGouWsZGOMJ/IitCv6DGewIAhkyiZsq8aklPOFPcPEhKtrKp6xb2xZ4hZtg0dwBWJi51X+w+itwX4RLVRPUdtKae7Ll3itL7UdKtOrqSL5HnOgbdtDkQ2hK/Ist9AWQcYlJ29Gk7BGFuAqsT0g+juq7MFAxHmPbSIQr1KOpIhPNSkomfAWAay/G67LhchzgMl/vX7I4/Q8jcTUO6gy2Rp3m/8x42RN5Bp4KkUcU+I8jS8CZeav0922Pr6DASdFlldJgTqfbfgYULjzKc/ckKHm3sjRBQhGRB6zaOKRlBrLmZQXWtXH7Zl8nL640ZHkA3BZ/4zNuhgE8UpkIIn7A9BQghfMAxwGopZaGUskpKWYWdtjVJSvm5LxheWVlJZeUgikYopAyLb14xl4deXIWU8O7q3Zw7fQxpaXL9SXO4a/EyzEwMb2NXlNOHDuexnZvoSCUp9fp7GKSOrazh1bqd6JbJVUOn88R+m3e0Nt5JQPOiIvju0KP5075e08CXKmfyUsMGNkcaGBUop9KTx5aug7zYsJorKo/DkiYj/ZUsDdn2vgWt65iTO4WoEcOStoOpwl1KS7qViBmj1FXB/uQ+8l3FjPJOYnd8M5tjq5gUtKn4JJK9sY0M9kxCEQpzsi/jg5CtPbWk91DlmkmnXoeSEZgeNZuE1Y6CC014MGQCVbjxq5VEjXoOxBZR4JyOQENm+Flr/BexM/YLNJGPVxmMmSESyXcdhyoCSGGRylDb2bBtzn3hUmtQ0Cj2XU+R93YcSjkOZQgys4y0bryLS7W1uiz3N5Dpx5HyIEKpRqSeQTguRmhTEGbvevfS3INUZ6CoY4BcIIwqAnjddxNRJ7It8hOS1n506efJpqcYHbgMgLjVSpfZSZupszu+lK5MvO0gzyy6zBCtehv1iT081/I7dsTq2ZeIk+uo5pSC43vObUoTh1DZ0LSX1sXLmT9vHuPHj/8Mb+5/OeRAaBRAEbBECLEBWAW8KqV84987rH8Oxxx7NO6CBFlBJ3ubO2los50BsaSOQyhU5GXx2q5dtMbiPW1e3bqLuRVVNCfspUPuX7+SS0eMZ2gwl4aE3d6SFg2JCLpl9gT0P75/DROzy0laOq3p3iByRQiipq0R+lQPQ/0lbIkcpDndRa4jm9GBan6zv3fFzG3xWublzeCN1iU0pVrJdWRjYSKR7Izuwq/4iZkRglouYwIT2ZfYjimNPoz+kq3x9xjuOwwVJxKdsGlzvO6KLWVs1hlsijyPktF6dcse6/quxxjqOxXdiqMKJ1W+49kVe4ImfRn5ruk4lSxSVgc52hQ602uQmGyP/pwK/9dwiGyGB24Dy8CUbaSsPZR4LyPLMQsAh1JA2rCjDxyiinL/fSStWnR5kLb4tXQmbsXjqEEV+QhsM4dhrMDlmgf4UWUzkAarHimqUOUKFHU8QqlBEMdynIPhuh1TGUvc3ENY6qQcZ2C6foTOIHbH/kJDxjnmVqvYHW/FwmJd5AAV7tmATdO3KryFEodtQpgSPJsnG9/AwuL9zteYnnM2Q73TCet5RM04v6p9gUXtu7io5BKOzJ1N0oxR0mzS8vQyCgoKOfPMMz/7i/tfjH8B0ckXHp/ogJJS7gX+7qc2o51+YTBx4kT++tcnOVi/i10HTQ4fP4iA10XQ56Ygy4uqKhw3fAjHDqvBlBLDshDC1qF+OvNIIqkUz+3dxpCsXMqGB3ho12p+PO4IpueXcfe2bo3IFqe7o+1IKXju4Iae85e4gmwM95JsRI00FZ5cQkacbM2LJlTiRppLy0/O9CTtiblUsbDYHttHubucVIZkenbuHMBAlzqacGChY2XCxQ8m91HkrOpxmDQl9zDMP41dXe8yMXAaXi0Hh3BjSQtQEAhytMG0ZzhQ41YLQa2attRmVOHGo+RjZRifNJGFQwRJmo1U+k5mc9eNADiVfISVhaZYbOv6KgC5rinoVgvNiSco9lyKSy0lbTaQMNZQ4r0RXXZwIPojJAa5zu71qOLE028TdF1KPN2K1/MLEsn7QMbJ8vwYmb4/c6vbkGoFmCBSt2G6/4LuuolE6iEs61FUz71IAUljGUljGaooI6UVU+q9mL1RexmXXOdcXm2yY3dXdS3nqrIv0ZBcgS4VlnWu5VtVZxGJtGDKAlr1diQWEouEAcO8x3Hbnj9xZfl5AOyNN/KLfc8yNjCY0bsl5R90cPIpp3DUUUcNMOx/DCRgWIeG7fOz4pDlM/17UFWV4447lpdeeplAwVRinUlaGiKk0gajqooIawY3vrMYvQ8ZxZVTJ6K6BT/+4B2ynW7mlVbhUVWKfB7mlg/ij/tWMTn/VL48ZCofrKrvYWi7rGoaESPNJYNm8ErjRjr1OCMCxfx2X+809Nn6ddw86iQuKDucHKef67c9yw+GncBval/tqfPt6lPYn2zlwtLT+N2Bxzin5ChCeojzi89jeWgNQz3lTAhMQQDhPtlRm6IrOCn/QmKmnWSQkDE06UTBzcbo26RlnFnZX+L90J+ZlfNt4kY7o/ynsCb8u54+6hIfUOAagqpAa2pTz/Hm5HqK3XPQpJuW1CIUHFT5LsUp8kjIAxh6E1naYSStWpLmPsLppRS4z6Eh8QC5zlMp8XwbXe6iKf4AaatPKHKf6I887y0k9OXE9ceJ638h23MLqlKJItt67aeyE4Rtbzdc12HSRSrxA7o976a0AE9PnwHXl1jQ/ghDvDMpdp9KS/JFNKWMqNW7LMxTzS9zWsElxE2BhUVdRwflkWN5bMtzKJYgqRgcmfc9hJXFspYDHJl3GEpm3AoKFxQfi1PPYe32Vzjl5JM59thjP8Wb+b+NQ8X2+VnxX/upmD9/PhWVlaTatrBpZyN769rJz/GxvqWZX7y0lJuPnIOa+XFoiqCmIIcX9+7g+PIhhNJJnq/dThqTpmSEx2rX41BU2lIxnq3byK3jj0ECM3Ir0VSFDj3OjZvfZHpuDccXjSJkJEhLkxJ3kNNKJnBe+TRUFOoTIe7f8xZxM82uaDOlLjsPf2b2SHbFGgkbMR6vf4cLy06j2luFS7jYkzhAzIyyNrKW0b5JOIWbrdHeJDRdprGQgGSodyp5jgpWdb2BomikZRxQcCgemtI72RZbgkfJwyHc6LJ3JdTa5LvkOIZQ7p5DbeKlnuP7k29Q5JqDz1GBIpyMyrqeg/HX2BK5E014OJB4mALPyZR6zqcj9QYpqxaPVgM4yXJORaKjiix8Wk+eB9C92qnA5ziTeIZT1WahsgglriOu78GQheA4EzsHzABUdMe3iKafx5BRVK13Op22ujCteMZU4CBFKRZpdsYXoalTcCvlGGT1O39nVwe1+y22r95LxQI/C3/1Fm89tpzAe16ylwV45U9v8dCW1axqr+OBnStpjfgpdOZxRenpnJ9zDg+v3c81yxaTCHdRWNi7VMoAPhoD3vxDGIqicNWVV+AQScqz7GyUE+aP4rEVm2jpivPIgrVcP28WAjhn7Gj+sG0Nq5obmF9q07NdNnw8z+zf3GMbvXTwZB7bvw6P6mRlxwGGBfI4rnQkv9+zAqREQfCrXUsQaGSrXr5ePZ9pOUPY0NlERzqOIhSm5w7hu0OOo9SdzTP1qzm/bD5uxcn03OG81rIageBgqoVdsQbcwoVb9bGkcyUBzU+X2cXzzS+R7yhCCHD0yX1vSB2gyFVNuWskizqfZGt8OYM90xEozAyez/rIywDUJtcQMtuwpIlXLei3JawwoFHonEqJaxYV7mOo9pwKUsWl5KKbKTaEbyCR4QiVPZ78X+NVR5LrPJlC18VoIodq/40cjP2chLWfpLkbixiV/nvRKOhpK8jC45hCNP0KitKXr9WBqo4igkqn0YB03wuOM5AEicsO0sZq0mYLUjs885ynEDM2Ek6/h1ubiN95JivDvSb9d1oeJLL7HBa8tBX/28V4ni1EPJyF9aiPhY+som7tAY4YfRjX/eQ6HnjgAX75i19y3733kZufz+FhD9u7Wrh62BxGeMsg6YGkn5tWvE9tJIxiWeix+MASJZ8G8r/fm/9fOc3vRjAY5LLLLuXBBx9k8MQa3tq9p6dsf2uYV1ds50ezZ5Ltd/PIAdvmGTd03IpGTXYOj+xby8mVI+y+nC7WtNdz5ZBp/Hb3CmYXVPN8nT1tjBppPJoDwzKp8AZpTEe4f7c9zfdrTgIOJxu6DqIJwS92vcPXqufid7jRhIPvDT6dX+zrn0C2uG0dJ+Qfxltti+w+VD8hI8QQz1BCRhSvMoSywBRciguHcBBQ/WQppbTKBgZ7xlGX3MGSzpeZlHUqXjWLiNHBaN+RFDqH4BRBHMJHqft4eoOoNLxqJQmjmbjlRpcJDNmBKQ2CjnG4VZWW9JJ+YzQz1Hn5znlIEnToCxDCSdA1l6bYYxiyHTvovohw+k260osp9n4TKXUsmSbfezOt8ZsAEH24R/3ub9Bq7Kc9vYMqRxktsW/j1I7Ar0riqYdQlSrixn48jko0QHWeSiR2P5ZMkO29CktU0qr/nmSzi8S2Ujq2OzmgbmbEiJEcPmIE+fn5PVt2dvZH2jiFEBw1bz4vvvwyaXMq9y6zY2LvmD8Pn9vJjybP5K41y3Bnlsr5T4T8HeoYsJn+F2D8+PHMPPxwtmzdzuzDz+CIIYMwLQvTkpimxci8AlKawdUTZ/DG/t1s72jn7hlHctumRYBtj3MpGq3JGAYWXs3+4ZtYnFw+hripE9GT+FQnlw6Zxj07F/CVmiN6zv/D4Ufx891v86VBM/BpTiwsHthn59DfOPwU/C4XZib0yBZsCt+qPo/6VAdnFJ/Gk43P4FZc+BU/I/3jaUy1siGyiaSV7DnH+cXnkpQGL7e8ylDvKGbnfAmnolLsqCRhdTIjeBkrwgtYElrBjOCxVHmqWdVlZ1i5FT/zcr5Oh96AR3FQn1rT7/651SzWhn/BxODtbA1fh4WOghfd6sCvjsGp5hI36zFkhGLX+eyJ/Jxy73kciNn5HM3JFfi1mUSNZTTGf4ZHHU2R+7vE9bexZDhz3TbzlCLySTIIRQgaUu9T6fk26E+SNlahu76PIkpRlUEkjF2YRMhVRmHgxZL2zENP1PDu6q00rB9NV1uKUaNGcNqlcxg3btw/7BiaNWsWb7z1FqEd28GfzXFDB/Pall2cMG4oS3Ye4NopR/D7BW/i8njweDyf3OH/OCSHjob5WfHf/anI4OijjqKzvZW7//oudz79Hj97dgn3Pb+U+s4IG5uaeXTrZn79wWqm5JVyZOkgCtxe2lK25mVKycXVE3i1YRsALlVjRKCAzaFGbtvyNucPmoRDqBxXPILGZIi2dIzOdBwNhdGBInbHmokYSQxp8kLDOi6pPLxnXIoCt2x/me8OPoMR/nIAvl11Lk82vE9rKsRPdz3FeSVnkq1lcXLhGTxa/wJrw9uo8Qzu6cMpnBQ5C+nQO3EqTnbEN/Ns8194ovERdGkRNmK81PoILWk7rz3XUUhtfA+FzsH4lTzm5HyFdzoewZQGhoRC56ievnO0KqQUGDLO6tD9jArehoKTPMcUYvoeyr3nsi/2G5qSr1DoPhNNKSBubUeKXsdec/oNslxH9uwnzC3EZQwlkzGVuRMA+N3fZW34flThwpRJOvQGFApwqrPYEHkGt+tLqOpgEsYOOlNvojguRpdxTENh05JR3Hf3O+xbF2P+4cdz15138a1vfoeJEyd+Jg+7pmmcfeaZlIXacJgGc6uqWLnvIImUzsr6BhZs3cNpuSXkDCzp/KlhSuUzb4cCDo1R/pMoLCzE6XThk73MTiMq8sgp8LJ0bx0JQydtWTy9fQuaprE/1sU1Y+04RMOyGJqVz+6ondnkVFSOLhnKs/UbkcCtW96myJvFnMLBPF5nO4ZWdtQyt2AIF1dN5a91q3GikLYMdsdaKPfYTqciVxb74q2EjTjXb3uemdljKXPn81TDEqo8RSxoX4uFxZ27nqbMXc7Lze9iSpPN0R3UeHuF6by8OeyN1/F+5zJmBnuF1gjvOOJWHF1aKH0es0vxsqprARP9pzA9+0Jebf0No/2z+CD8Gm3pAwz2zumpW+2dRVN6K5rwkLJCrOr8JaOzbiXfNZUSzynsiv4UTfhxqUXkOI5ld/ROAKL6TpxKZU8/kkCP9qkpJbQZ+wiZSRT8CPxIGcGhTqBVj9lZVZlEit2xF3B5vofqmE9LegMpylFEIQYdWMTRcbN1625eeeg49m0ayZe/fDm33Xo7xx13HMHg37JF/aOYPHkyJSWlTExGCMWSKJbJvh07mBUJU7BmNXWr1zBh3Lh/+jz/C5ASTEv5zNuhgENjlP8kFEWhvKKCfKdt4/I6Nc6ZP55fLV6Fx+EgmSGluG32PF7fv5un9m1mZWsD3x99OLplEkr3CmGHUCh0+0lbJn7NxXeHzyFp2B71W0afwFcGH05ToouzyifwUuMGLCTZTh8Rw44ZXdW5j6nBKq6omsWzDatREJxVOpUCV5C4kWJPvJFqXxG1CTuZ7OSimbSkuzi+8Cicim0m8GXy+AWCUlcZTtXB3vg+cp2lPeMcnzWdlnQLy0OLmJd7ln3dSoCkFcWtePEoebze9iAmBvmOcqJWJyBR8aNkrD9eNY+Y0Y6WSS1NyzArQvfhUmsAjRr/j6nwfB2XMhKEh1KPHYfZknqNYu+lPWPZH3+W7Ex6Z577m+yJvcS2yF8JeH6CphRhmHvwuC5jW8xmi7Iymq0uI8SkC4MsdBlnY3QhljmZxtocNr0/mj/9bh0vPxlm5oyjuOWW25k0adK/dJllIQTnnnM2gbYWtr39Kke076Zz0xpmVlZwyQUXcO+993L6aaf9y873343P7nw6VMwD//U2024MHVJDXds69hhwzYVzuemNxUjA7VCJGzpfGT+JF/ftZGx+IS80tpC2LFyKykU1Y/ntnt40UYeikrR0vj7kcErcAe7dsZAuI8mNo4/ljh2v4ddcXFl1OB7NXqUUINfppcuwBfI7LVu5YeQpxMwkxxeNY0ygnKfqlxJwuBjstb3CftUWXtOyR+JUnMTMBI8cfI1vDLqA3xz4PxyZJTymZ09jUfsyZuXOIGEliZr2ObK0bJpSTfi1AO16a8+SJ8N841nbtYQTCy4DNPIc5ShCpTXdmwK6LvI2g71zqE0sxZKSpNWFQ/QuaZ2tDUYRTjaGb0OXXYBgbNYtWJgYMkiR+wyak88h0XryViLGFqq9J9GZeoGEBEPaJpSIJfCqI1CVUnbGe+9x95r1ALWRpVj1o2naWcW+BpXXGh5HVadRXV3JhHGjmHHVjH+rA2jYsGGceOKJSCkZN24clZWVKMr/hA7yL4WEQ0bD/Kz4nxGm1dXVsGgxV59xMg+tXEcsbWf5uFSNck8Al0PlvfoDzCytIJ0J5n/t4C6OKRvMOYPGc0LpCAwpKXMHQAh+t3cpzX1IpJuTUbyKk6iRwqu5aEh2ckrJOBKmyeauesIZ7bbal0dQc5OteXireR0vNq1CQXBu+UwaUx2UuHKxpEW5u4Dp2SP55b7n+Vb1KcTMBI/Xv8Pl5eeTMtO4FBcjvMN5r+MxZuXaS5Jsi+5kmGcU47Km8UzzM5yYfzIC2ND1ARP8syh2VlLorGRXfAtOFEb7Z6EJBws6HsWn2nGYjemdTMy6KpOJ9SaKUMnRAqCDQ/ip8Z1K3OygwD2LhsSrVHhO40B8CbmuNiwsFFFAget44sYB/NqInvuTtiR5rsvYHV/Uc2xb9CmOyL4GSStNqUd7jktMYq1uOjZXsnqriZBbGFwzmanTRjJs2DAqKyv/o5lGJw8wQP3zkD3Wm/9a/E8JUz2VpLa9idr2UM9xp0PlpKHD+M57NudoN7kJwEkVwwg4XISNBDdutsuvHj6bZe37uGrwTCJ6kl/teh8Di7eatnFG2QSWte+hORXCpzn5zb53KXPlcN3wU2hPRzixeAy7Yo38at/rnFQ0ie2xBgCOKxzPq82r8Kouji+cyrrQTi4sO4qf7v4rQCYVFA6mWnivYxPH5E/m6Lwj2R6z10XqTiXdEt3KpWXnkrKSpKxk5rhgZ3wL55dcjks4qE3uxq9msSr0Bqd6L8lcaf9liVOWSZlrIrviiwlqZTiFHZQ+Kfj/WBF6iPFZZxPQhqPwNkHHRDr0t2hJfUCV92g2dt3CcP9VGFYdDsVmTrJMwbKNT5Gqm0tzl4KZnIqeVEglTJYmH0dRwemaicMtcLgkW1MbaGoYzrBhQ7jkIps4xOFwMIBDFxIOGUfSZ8X/jDDNzs6moLAQ0dTIj2bPxOXUkAIKg14e3LkWK/PZdGr2A89zephdPIjWVJxH963lW0Nncf+u90n8//buOr6u8n7g+Oe5bnF3a6RJk1RSd1e8uMPQAWPCgDEBpmxsbPsN2GBMGC0yKF5q1DV1SdOkSePuyXV7fn/cUNgGoytN07Tn/XqdV3JP7rn3Oee23/ucR76Pz0uNrZMnS9aQbArlu8Pn4JU+flu+kWGWGHJDYnni2HtckzAOi8ZAi6uHTk8fIToDq1oPsLYtMF0zVGc+WbaRoamsrdyLQaXjrtT5ROuDeebEipN/930m2B231lEUksPYoDG827qascGj0AsdcfpYpPSjEQYO2w4Sq4vDqDIRr0/C4/dg9zmI1MURpXMQrA4lLCoKDRbAz+yIu7GIYHQqHXMivo4GHRZNKCBweLvRGS3kWa6npG81YdoUGhzFZJmnkm6+hUO9fyZeP5UW9048MjBcq8z6Arnm+2is66asOJ/60jB8XsjLNZAdNwOz2YzFYsFsNmMymfB4PDidTux2O06nEyEERUVFymD488rQafs8XRdMMIXAEKl/rniHt8psSCHQa9U8fPV0LkrLYltTYOiQWhX4wB8unMIPdq/n8aIZlPa0cWlSLiEaA06fG60qcItZa+/mp0fXEqsP4huZM0gwhPBqw0580k+FrYU8SxxzovP4feVq7kqbTZDayM1J0/l73SZaXD0YVToyLbGU9QXaLP0Eet7tHifXJMxAJzRohJpEfRh3JC3CLT1YvXYq7VUkG6KocbajFiqCVCFkGbMRAozChEkVSaI+lFBtFIWWKRyyHcIvtVQ7T/Bu2z+5LeFetnWtAyDJkMR+61aWxtyFy2fnw/YXSDcWEq9NZUbYQ5RY3yVKV0i75wStnhJGBd/A0b5lpBimYlAn4fC3YNHGU+PsxOFrx9UTQvPRMPaU7qe30012zmiuu2YqI0eORKfTfc6norhQ+P1KMD1vTJgwgbdWrCACK+0Ecd20Av6wczfjUuKZmZjC3tYm+jwubhpWyPvV5bg+k2rv98e286OCWRzsbkCn+tfLplOrMaq1eKVkVlQukfogdnRWcEfKNI5Y62j3WHH5PaxoLmZUUAoPDbuINxt2clXCRKL0wfyu6h1uSZxNqM5In9fOSw3v4evPCpVlSuLahDksb/rw5OD+iaEjcfs91DobsahNtHo6CNWF8lbL+ySZEvm4azOTQibwcecmRgcXcKDvACMsI1CrVJjUZprdTUwOm8dH7W8QoRtLqCaKVncDUdpAFv9scxFrOl6EPlgSeR86VTiH+p4GwKAKIlKXh1YTiVZlRoUOrTDj9tr5+J1Sqg5kkpAYx9yZUxg3bhzBwcEoFFKCPM9rpud3I8a/0ev1TJ0yhRyjA51GTXJcGA29fbx9uIyLUrJIDgqhw20nPSicLS01/UcFwqnN62FfZxMJxpCTNdNInZlHc+dwZeJIflyymgZHD48e/oDS7nbuTZtFhM7Me02BjPB93sAt8P6+Gv5Ss4Gbk6eTY4knQmviuxmXsr37EO837+CYtYbLYqedLPPk8ALeafqYCaGfZkHMNKdQ3HOIYaYUxoSM4KO29YRoAj3unwTc4UHD2Nd7CJvPTog6BIfPgdPvpTBoDPt6d1HnqCNOl4RFHcqs8EvZ3r0Gr/SiV5lOZsSaEXojVp+NUushxoc+yDDTLAyqUCJ049nV8wZHrOspDPkhTqebindG0Vlt5NFHH+WHP3icOXPmKIFU8S98fnHa21BwQQVTCGST8lq7uLQwgWd37T65/9Xiw3xz1HiKIuN5fO+Gk/v9fNoF+Vr1ITKDo4nWW/h29gzuHjaJXx/byK/LN6JVafD3t20e6mkAqUGgIsEQGKR/3NpMjjkwDrTDY+UnZSuI0Foo6avmmaq3qLI3MyY0i7dbNhOn/7StMERjptRexXDzpwP1zWojW7r2MSo4l2RDHI3uFo5aK8gyZuCTPpZGX8yqto8BONxbyjVx17CyfSXrO9YzIWQKDa46NnevZ0xIoDe/z9eFV7pxSw9jguZR3PMuS6Ie5IhtD72+LvZb17Ki9Xl8Mha1CGZ7z3L8+PH4HWyof4MVf9mPxh3N9x59jNTU1DP/oSnOC1KK096GggvqNh8gIiKC3LwRuPuauGhEIRqhQqtWoVGpCNcb2d3RgFmjxeYNDJ367HCONHMYWr/g1tRxfOPACvq87pN/KwiNZ0tbYE31H+ddxNPHNnBf1iTuTJ3FT8re4WBvLVfGjz3Zg780fgI9PhsppmjCNBa6vFai9SF0e62UWKvJNCYiVCrKbFUn38OkMqBX6+jy9ODHT7DGgkYEask7u/dxZ9J12H1WdGodDa5Aln0EhKhDWRy1GBUqPH4P18beTo+3k2ZXM8NNuXzY/jIATp+dBH0GEbpEPmj7K06/nfygSTj8VjRCS5JhBE6filnh93LEuhprm4cT/9STFB/Bvfd8HYPBMGCfm2JoG+i5+UKIvwBLgFYp5Yh/+9t3gF8BUfKT9XEGwAUXTAEMej3dfTZeX7PnX/b/6JLptDkcPJo3Db/az7bWOlRCcFVKPiPD4mjstdJicxCs0/FA5nSeOvYx3v5hS2PDk3ipahvfz5nPy9V7aHIGljr57fGPuT99Hr+p/IhIXeBWPEYXQqTBTKWtidcaP+ZbGUt5uuKfGPtT0W1o38cDaUvp89pY3hhIn7ei+WNmRoxHIlndtg0AjVBj9QYmBvjx0+npIcuUymvNK1gaczGh2lB63X0ctJYQoQ3j5cbl3JZwA8uaXsGsMZNrziXLCPMirsMvvURooun1tfNe+4t8cq+v75/9NDv8Jmw+Dwes2wlT60ntm8M7y9YyatQobrrxZiXDvOK/G/g2078BfwBe/uxOIUQSMBeo/ZxjzqgL7jYf4HhFBUEh0YSZ/rUmpVWryQ6J4EfrN/PE2q04On3kWaI51NDGI1s28PuDu7F7vHS5XDx/YD8/y19CuDaQMShcZ+LujCmsb63kaG/Lyddscfexr6uOS+PG4O5vz7w7bQ4v1a4FwC29PF/9Pg8Nu5JPApgPP52ePkI1lpNNB+2ebpIMscTqo+jxWrkx/mLidVGkGhK5I+k6bk+8lkhdOHqVnpFBBbzd/BEv1P2DIK2FD9pWs7lrO7fE30Bx917yLHn0envJMGXQ4m7jjeZ/sqzpVTq83bilwKIKzJgyqMy4/A5GBs3mmLUSp7RTYj1AkjGHsvIagkNCuOXmW5VAqjgl0i9Oe/vS15ZyM9D5OX96BvguMOBTBi64YNrV1UVvTzcrdzVz/YRPk1TEBJup7+7F6fKe3GfWaGnrc1DdF0gVl2oJobyjA5fXR4Pdyre3rOOh7DkUhMQRY7BQY+tmS9uJ/3jPNW2lJBoiCdGYuCt1Dm82bcPbH1gBdCotGtTE6EK5JXEhtyYtJEkfSYjGwD3JS7kv5WpuTbgEvUpPrC6C25MuY0PnZiqdNXR4u3ixbjkv1b+Ky++i0d1CjD6KEG2g88fuswdWLnXUsL5rC2NDi8g2ZzM2ZCzHbZWs79zEyKDRQKB2+0bza8yJuBmBinTjCFpcJwjXpHHAuhebz4YfP07pIiYzhraWNrq7uwfiY1Kch6Q8/e10CCEuBhqklAe/9MlnwAV3m19RUYHOYKK3UxJvtqBWCXx+yZTMZD44VM7MnFQijUbaHQ5mp6bxh227uTIrl7+XH+LmnEJ+V7ybxP5earffz4Nb1vKribNRSy2jQpIZHZqM1++ny20jQmvmpuSJaPsX0EsyROCVbjrcvSfnrd+aOB8EPFX5Og+kXcLLDYE12e9NvhyPtPNqU2AZEZPKyG0JSwlWm3m6+vn+fQY6PN0YVDrcfi8uvxuf9LKs6S2uir0YkzCyrWcnKlRohYY2Vwe7uveyMHIOJrWZvzYE7oimh09iV892nH4nXullRfObXBpzDw5/JyGaSP7S+CJ5ppFU2ANpCI0EY4wOR6VW0dbWRlhY2Fn8BBVDkZQgv9rc/EghxGfb5V6QUr7wRU8WQpiAxwgsTX9WnFIwFUJUA32AD/BKKYuEED8GLiEwF7EVuEVK2ThQBT1Tjh8/jlcdBAhWrDrIpaNyeGtvKalRYbx5oJTVJZXcMCmf3+4upsfhorStnRvHB9qzDWotvW4XrTYbkQYT7c5Awg6d1LK2/gSvVgZmN2lVKi5LGU52iJ/VzaX4pR+f9GPWGEkyBrMoehwx+hDi9SEc6K3k1abA6AFPf/trpDYEl9+FRfNp0mGdSkuPr49gaSHPnEW1sw6H38W2rmIWRM7EL/1s7NjOguiZ+KSPV5ve5t6kWxkZVECmOdDL75U+pPRj1Bjp81uJ0ETQ4e1ArzISoYmkzRVYlK/b1832np0siVjC35r+CMCIoJG81foK44OnolUH0dzahN/nJz7+00xVCsV/I/1f/pz/ol1KWfTlTzspA0gDDvZnEksE9gkhxkkpm79SSb7A//JVMVNKOfIzJ/QrKWWBlHIk8AHwwzNeujOsu7ub3bv3kJCUikolOFbTzsiEWAAs+sDsnJZeG7FGM1cNH87qssAyJ3anF4NGQ7M10Nmzv6WZiVEJAFyRNpw1hyoJ0/1rtvWJ0Uno0NDm6qPF1Ue720aw1kCTq4+/1W3gqYp3qHG14cHLkuhAohKbLzAWdUnMZF5tWg2oUfd/RNfGX8Q/mz/gmK2SqeHjyQ/KZWvXblrc7UTpIojRR1Hvasbv96MRGrJNGXR6uujx9vJh2xpWtX/Muo6NhOvCaXO18WLdy0yPmM68iLlU2E4wO2I+pbYSBIKpYTMZFzyFPp+XgqAxgRMSMDJoHMgIOj09rNy2jvDIcCwWy8B9YIrzyOkPizqdjisp5WEpZbSUMrV/Kfp6YPRABVL4Cm2mUsrezzw0cxYaeL8Kr9fLs394FunWUZCeyw9vmc24vCTKy1sZmxrPZ4vfZ3dTFBfPgaZAR1JDdx935o5mZWVgrfmKri7GRMdj1miZHJnExxXV6FWfdsJ8PXccv9m7C48PxocHFuibEJ7GtvbjrGopYUn0GEwqHZ3uXt5s2oIfyVVx02lwdJBkiCFUY8Htd3O4p4I0UxJFwfkc6SvDLT2oULGlq5hpYeOpdtQRoQnDpDJSYa8G4IStljh9DDMiJvNa8zskGj6tOU4Lm0SDowmXdOPDxxvN71DrbCTTnEWMPpZhpiyuj7+dkr4Gnq1dRo/XSrdbxdyIJURqY9CJWFa0bKSltgV5yMZNN9yEQnFK5MB2QAkhXgV2ANlCiHohxO0Dfk7/5lSDqQTWCCH2CiHu/GSnEOKnQog64Hq+oGYqhLhTCLFHCLGnra3tq5f4NL322mu0NLdzfKMfjV/Fr362knSThcyECK4bncWWvfuIdPUS6+zmUPFOjhYXE2PrIcxpY9OhEnKMIVT2d7bYvR5MKh3fzJ/IL1YHhinp+nu0Uy0hBKn0NNmsNDtsjA0LBNPpUZmsaTvKwZ46hgelMjeqgOLuQBvkytZi2tw9pJtiuS1xMW83B277d3YfIj8oh7GhBWzrDkwwUAkVJdYyfNLL5TELKQgeTrO7lRRDInclXU+ru4OlsRexvTPwfLcMjIUdZkwnVhdNce/e/nXmA47Zyql11qNFj9uj49maZVQ56hAIJJINnbvQyxh8XhMGEUKYDOLIB3uYMWM6w4cPH+BPTXFekV9h+7KXlvJaKWWclFIrpUyUUr70b39PHcgxpnDqHVCTpZSNQohoYK0Q4piUcrOU8jHgMSHEo8B9wI/+/cD+RuIXAIqKigal9rpjxw62bdtOQ7EJv1eFozeQW/T99w+iWy3JHtYC0s94owmj0YBJupDdTqYID33dHXha63i34giLzGb8ZhOtahXNZeV4Q6LodQaClUYEvpfuzR3HI5vXY9LqcPm8BOuM6FQaDKpPU8gdt7YyMiSVNR07T+473FfFyOAMglVmLomdjs3roMvTS745m782vn7yeSpUjArKo89rZX/vEaocdcwMn8TB3qP0+vqYFzkNkzAiReBS93qthGtCmRkxlRfr/066MZUy63FCNMHMjZhJsCaYZmc7Te5OUi3pxNmrafK0YFQZsHntRGnD0ahM2HxuXqo8xPiGeNzqZq64/NN16xWKUzJEZjKdrlMKpp90LEkpW4UQbwPjgM2fecpy4EM+J5gOtt7eXl555RWsDXo81sDp1pS3kJgYRn19FylJViKjonjse49+YQZ1p9NJZ2cnjY2NNDQ0UFtfT9XOYtwSIoxhdBjMaISKi1Oy2VhTjR/QqwM9+D19Pm5Nmcir9btOvt6h7nqmRaRxa9J8zBoDOjQ0uzvx+D20eXt4vuafmNQGLGoj+UEZTA4by5vNH/YnX1YxOiSfF+qXc1PCUqoa6tCqNLj8brzSh06lp9XTikll5M7EG9EIDXcm3cqa9o8ZHVTImKBCfMJPqimFN5tX4vS7uSPxBlx+Ny/W/ZM7kpaytm0Dbrx0e/u4IvYSXmvcQoomg6uTxrBv4wcsnjZbyS+q+N+d0w2BX92XBlMhhBlQSSn7+n+fBzwphMiUUh7vf9rFwLEBLOdps1gsTJ06jY0bN2AO1VK3D4rXl3HJfTNY/sY6VKKT2269978uRWEwGIiPjyc+Pp6iokD/m9vt5sOVK/GtWYM7JByV3c30mFS+vTmQ2s6g1mD1uXmn9hh/nrqEWH0YLp+PXo+LCJ0JFRp2dB2l1BqYmKFCxX1pF1HcU0qyIZYaZxNJhlh29xyiwlbNXck3sKxhBeHaEFpdHf3HCMxqE1qhxeV3E6y2EK4NAQR7+vaxp28fV8RcjACsPhte6cOgNtDoauX15sDMqlFBeezrLaEweDgSyYt1b3JH0lLKbRVkmjL4Y81qQrUWmty9hLgErvYexowZM3AfmOL81N9mej47lZppDPB2//ACDbBcSrlKCPGWECKbwNCoGuDugSvm6VOpVFxzzdVMmjSRv//tZTRBLbSX+THrVKSl9DF9+lwSEhL+59fV6XRcdumlTJwwgZdfeYXi5a+TOXc23xk1AQCLVkdySBBZ5kh8HsF3960GwKDS8Fj+TKrsPSyKmkSrq5sOTy+3Jc1jRfMmuj1W7khewp9q/8mU8EJebgysb/98zWvclXw1CfpY/lj7CgBvNn3I/Kjp+KQfL14ujV3AssY3uThqPiGaYCxqMyrUuKWbcnslIZpgyh0nMKuNRGrCafd2Mi50NM/WLmNkcKD9UyL5e8O7PJL2NXo9Hi6LnUqsLgKfT7B7205i4uKUpM2K03Oe10y/tANKSnlCSlnYv+VJKX/av/8KKeWI/uFRF0kpGwa+uKcvOTmZx77/PZZeeQXRw92s3/YmJrOBiy5a8pVeNzY2loe+/W2WLF5M2eq1LH97E89+uBthk3T3eajr6eM3+3ZxT0YgyP6oYBa/PbYFAXy/5H2+lrwEs8qAXq2l2dWJ0+9GItEJ7b+0sy6JnonXD16/5I6kGxhmTMHqtxOli0Aj1KQYE7F6+/BID3t7D5FjzmJx1Dxeb36HBmczCfo4FkXOY0vnTt5p+Yir4heTaUzjqDUw/EugYlpYEbclLOXG+MvodnuodLTy68r3qbf30eiwcbzsuLK0seK0Cb847W0ouKBmQKlUKmbMmMGoUaN47733mDRp0hnJ/i6EYOHChfh8PvjoIw4Ex2PS6+ixOYkNsrDpYC0LUjOYEpnMoZ5mujwOBAI/8LPSNTxTcDNvt2w82YNe52jj0piZrGzbyFWxizGrLaxq20GO2YVereUPNcuZFzmJ2ZHT2NN9kEXRM4nQhfHn+sCidNXOWm5MWMqrje8AsKZ9E5fHLkSv0mH12QDY2rWLpbGLKbWf4GuJVxGji+Kor57fV7+HBg3Xxi8gTBNEqNZMs93Osc5maOtixIgRX3AVFIr/4hR75QebEOJKYFV/s+b3gdHAT6SU+77s2AsqmH4iJCSEG2+88Yy/7pIlS/B6fYi1a2iur+dAn4s5I9NIDwmloruLK1MK+Ob+9/ufHfiXNSliGFavhyhtLPenFuCRHjx+N8PNKQRrzXzQspVGV2BEx+LoKfR4bYHMUe3bWN+xi0tjZmMWRswqE7cmXI/b78Xpd9HndTAxbCwzIiZzwlZNjDaaOlcDU8MmkGJMxKgyYFQZeKdlA26/m9sSriY7JJUPOnZxScwkVrUcpMdj4/tZV/Ln4wfIdKipU6nIyMg449dNcSEQMDRqmD+QUv5TCDEFmA88DTwPjP+yAy/IYDqQLrnkYlxuF7u2b2LmwqvICgpnckQSzZ1WzEmJXJGUz1t1hxEClsQWEG2w8KuKj5galcbPj78NQIoxmuTUaP5S9/7JhCjJhhianW2E6T7NXh+tjSBGF4VderD5HLxQ98bJlUq/lnglf61/E4Eg2RjPrIjJSCR7ew+wrXsHyYZElsZchg4Nbtw4/C7qne3E6sJJMMZR5dhFuikandAxOiiRt3etY1JUpJIhSnH6hkDNFPgkA9Fi4Hkp5btCiMdP5cALLmvUQBNCsGTxYuw2G9XVNeypbOJIaxsVnV28c6Ich03wvdxZROuCidSZ+HvtVhqc3SQbo06+xryoQnp9Lq6Mm3Ny35zIcbzTshEp/ejQcEfilYwJzee1pjXs6S0BBHcmXY1a/GuwU6Pmkpg5NLia6PB2nkwaPSZ4JG81r2Jh9FSMKj1dbhsftOzk+oQ5dLlt3J06lxnhI6m29qBRqQnz+ImNiT0r11BxHpIEaqanu509DUKIPwFXASuFEHpOMU4qwXQAmM1mhg3LRG/v4P/W7uKGvHziLBZa7TbeqSrD5QSjSsO6tpKTx5hUgdyqAojUBdHndaJFT4I+Co1QY9EY8ePHojJzQ+KlLG9czYrm9VwcPZVVrVtxSx//bFrDXUnXoBUaJGBQ6bg35Xr+0fAGXuklSGNB9OerCtOEcdxeRZQujBGWTI7ZanBLDy6/h3RTLH+r2s0HTYfZ1daAWa8lwiuJj1WCqeL0Cf/pb2fRVcBqYIGUshsIBx46lQOVYDpAxhaNob2xlkX5w9hWUsOizAx63C5+PG4GW1tqqbR2cUvydGZG5gBwuKeBYaZYJoRls6XjKD4kL9StZGncbGZGFHGk5zgPpF5PuC4Mm9dBT3+GfbVQY/c76fL00uvp4+WG97g76Vp0QssdSVfz14blqISKXm8ve7v2URgU6EDy9t/NWH02coMyOWFvZkp4PpHaMPZ2NnJryhQuixvN2sYKtrfWYnJ5iImJGZyLqVAMsP4p778DpgErPxlDL6VsklKuOZXXUILpAAkJCcHucNDb6WRcUgJp5hAeLBzPH44Us7O1Hh8+fnjkIyLUYdyVOpMPWw4xJSKX8WFZbO06hs8fCHbr2g4yI3w0ek0QrzVuwC/9lPTWc1XcXBINMZyw1wOBefwzIyfS67XyZvMa4vRRvNL4Jg6/k9HB+Wzu3MpB2xHygwLjSe0+FwAHe48SrgljXEgO8bp4irurWF67h1dr9zHMFMPtmWMI1eqw9/QqwVTxlZzjQ6MmAG8DM4BNQoiVQohvCCGyTvUFlGA6QHQ6HX6fj+Lj9dS3deNx+6jp66bFaUMjVPj8gdb4f9TuYVVjOY9kLiZBH46q/zbc09/xVBSWQ6W9hXdbtjErYjQt7m6Ke8qosXfytcRL2NEdSCJe42gk3ZRIvDaKS2JmUuOo57r4K1ALNXH6WNo8gVlTWjTE6WJOzqIqtVYSrLEQoYnipZpNSCQCQX5wHO/XlROjC2LXoQqQkri4uLN9GRXni6+S5OQsdFxJKb1Syo1SykeklOOB2wnkcP6xEGKfEOK5L3sNJZgOEK1Wi/T7eOL62eytbaLebudwdRs3ZhagFqqTwRLgWF8rHzQcJUobhtMXSJzi9fsYH5JDnb0TdX8SlTBtML1eBya1nk2dB/H4JNfFL+Gu5Cu5Ln4RIWoLi2On8ee613FLD282vcfN8VdjVn+aa/Wj9nVcGXspJdZypoaN446k61EhOG4LpBv0S4laCIpC03m96gjvN5QxUWciJi4Oo/Ffc7YqFP+LodBmKoQoEkKsIJBr5JtALmAAXvmyY5WhUQOkq6sLg8HAY28E1q9f4vexsrySb0SNZWpcMl6/Dw0q7syYRLQhiB0d1VQ52nm/uYTvZizFpNIQrrPwq8p3eXjYJRQEpbO7q5wofQhmtYFMcyLHbI20edpZ17EHFSp+nHUbx23V+PHjlT46vF2U9JUyJ2IGN8Rfi0aokUiCVUFcFD2PrZ0H2NNTyoTgInIsSRjVOqSU3JU2lT+W7gWgtLuVzG4nw7JO+W5Hofh8Q2No1DICHU6HgZNhXEpZ82UHKjXTAXLgwEG0piguGhUIQg5fYKG+323bzZL4TPJCY/hm9kw+bCrh8ZKP2NR6nDZ3L+XWZn587D30aj1uvw+d0CBQMTEsjw0dh2lz9mBWG5kSns/L9R+TF5QOBBbDq3e1kmvOBsAnA++XE5TNIesx1rdv5i8Ny/h7w2u48PJO80b29R4j15JBvauTP1RuIlobwdiwDEI1Zi5KyuYXo+dxU3wBjSeqGTVq1CBcRcX5QsihUTMF2qSU70kpq6SUNZ9sp3KgEkwHgN/vp+RoCYeqnIxPTkCrVtHrDnT45EZFYFTr8Pvh98c3UWPvAuCq5FGsbzuKAB7KXMSmtuPs66rhoWGXYVTpCFKbAejw9JFpTsDmdeFH4urvqNKrdHR5+tjbU0ahZThOvxu90IEUvNuyjoXRgXXFNGg4aq1kQfQk9CotoMHX3+TwUs02QrGg82p4sfgA31u/gdc3bMRgMJCl1EwVX5UUp7+dPT8SQvxZCHGtEOLyT7ZTOVAJpgOgqqoKl8tFn9tMybEmFo/Kory9g4tzsliYM4zXS4/yt/JDPJIz9+Qx2UFRVNvb+fawhbxZv5f9PbUY1DqeOLYCo8qAWWXmoujxtLv7mB81lr/XBVL9dbp70aFhSugIDvSUsbXrIBPCiuj1WEk0xNPq7sCPn51dB5kUMp4Z4ZPZ0XUQt8/NJTEzeb1+J26/B4CZkdk0WO04nD4iDIH20VyPjzFjxvzXFIUKxakYIjXTW4GRwALgov7tlLIhKf9DBsDhw4fRmcLxo2LlplLmDk9nYnIiJoOGp3fuJDUkhJ1t9bxVUc5d6ZMBsPlcPJgxjw8aD1Fua6XX4yBWH8r0iOGcsHXwQeshDve2cVXcDKQUOP2B2/idXWXMjBjNiOB0quyNSCRHrdVY1CZmR0xja2dgddy9vYfJNmeRYEii3tVMua2aQks2tY42erwOIrRmJgfn8mFNOa/tP8J3xkxA4/Ohamtn3Nixg3YtFeeRc7g3/zMKpZRFUsqbpZS39m+3ncqBSjAdAPv27ScpOZ17rpvEPddNxqDXUNvXw6slgRlPIQY9Nq+H4vZGum0+7k2fSrYlho9byiixBqZ79nidpJoiGR2awe8r15FoCOdwbwN+BC2uPh7JuBqLykCFrZHhQan48ePrby9f21ZMpjkDjdDS5e0BQCA41FdGmCacG+KW0uOFSkcL38u8Cq/fy0PDFvLM/l00OWyEm4z8dedBbo2Kx2Q2MWzYsMG5kIrzx9BpM90phMg9nQOV3vwzrKGhgZaWZmLzp/DM6sAaT4/dOJMUUzCLMzP58Phx9JpP589vb63n50Wz6HTZmBOdz9zoAoQAnVAToQvm0aOB5CcmjY44fQiNzh7CdUb+VL2eBzIWsberFKffi0c6Tr6mHz+l1hpyLIlcFjOfMG0wGqGj3FqFR/o4bmtgd3cZ+UFp/LJiLY9kLcbrFDTarPj8koLQaNYfryLT28PYMUXKLb7izBgavflTgJuFEFWAi8AMbyml/NJEvkowPcO2btuGzhJJTFj4yX1u6ePnq7dx3dgR3FdUhE6jYVJ0EkuSs6m39VDZ14VGJXiyZO3JY76ZNR2DSsMjWYv5zfFVGFRa7kydyU+OfchDWfNw+Nw8Vf4Bl8UVkayP5rj9BLckLsGsNuHyewnXBpGojebd5g1UOuuAQO003ZxKmM7Mouhx2Hwu1Co1epWOMJOFKIOJNoeN0DgjUS4btu525s+ff9avoeL8JIZGMF1wugcqVY4zyOfzsXPnTio7tazdWcElEwLz7l3eQG/58t1HaG7uJTcsgkRTEN/bs47nSndj9XrY29FEQXAgkUiaORw1gmp7F38o28YPcy4hVh/Kkd5G3NKH+jM1xXeb9tLncROqC+PVhk08U/UWz9W8S7fXxgH7CYpCxzApNDCsyajSY/e6WNG8Ca0QZJri+UHWxbxxooQ11Sf4/phpqFQqNAJGOnuYO3cu4eHhKBRnxBBoM/3scChlaNQgKikpweVy0+W1sL+sgZGpgemXdm+gt7woOY68pBiarTaSzaFAYE2oLred16oOcW1KoKPnjvQJ/OrYJlRC0Oa28fCBD7GoDHj6h0FJGVhMT4XgO5mLaPf04vT5MKgCqwYEa0x4/T4MKi0v1a1EK4K4MnYBRrWBHk8g036zs5MwTTBeL1TbuwHJL3Zu46kJs7FVV6IDFi447S9pheJfDZ0209OmBNMzaNOmzbg1gV58gINlTcwqTKOxp4/5w9OZMCyJn3y8FZvHg93hozAsmskxSexpr8ePZGdrHQ9kTmVTS+W/vO6EiBRaXFb63D4eyVpEk7OHKH0w385cxJv1xdj9Hn5d8T43JgbGki6Jnsgr9WtpdXUToQ3mw9adHOyp44b4S0gyxHF30tV4fMFU27sJ0piYEJmMRqWm2W7jvSNHaDx0gCsuvwyDwXDWr6Hi/CRQgikAQohqIcRhIcQBIcSe/n2/EkIcE0IcEkK8LYQIHdCSnuO2bdtGaelRZs2czjeuncy0UWms21nO4jE5pEWEEhsezO+2FgOBBNJ/PLCXm9NHMz0ulUNdLQRpdETqTYwJTWJVczkAqsCKsCyKz6PH4+TDpqP8vWoPBUHJPJy5mBX1xZxwtGFQa/EDa1oPszh6AnGGCKx+B+va9jIhLJAl6khvFRpMqNDzVPlqHD4PW5vqaXT0MS0yjRkJifxk4nSSjlcRn5DAxIkTB+U6Ks5jQ+A2/6v4X2qmM6WUI6WURf2P1wIj+nu5yoFHz3jphojy8nJeeWUZGu0w9tb18JsV27D6XHzzxmmEWvR0e1z8ZfeBTw8QgX8fTxfvJMMSxndHTOM7edOo7O2iuL2e72TP6H+aYFHscFY3leOVga/nalsn9fZu3D4vlY42INDzD1DcXcnY4OHYPE7UqGh2d5JoiMasMnB/2jX88Oj72Hxefph9MQujC3i7vhSP30eMPphQnZnNH63F0dPDvXffrfTgK86sAb7NF0L8RQjRKoQ48pl9Z7XCd9r/Y6SUa6TsnwAOO4HEM1OkoaWtrY3nnnsOmz2c6mrBqNR4AHaXNfLU65uQWkFedBQ5UREAaFQCjy/Q9rkkIxOfhB/tX88P93/M2MgEfntsO50uF4UhsQgEkyLTWd9ScTLLVLjORJI5lE63k/zgwCX/pAZ7VfwkEGp2dh7ngbSlfC1pMRHaYO5MvoInSlfS6bHj9ntZVrWPVEMUPy9cwHBzNHaPh9Xbd6BqrOWeu+8mODj4bF9GxYVgYGumf+M/e+LPaoXvVIOpBNYIIfYKIe78nL/fBnx05oo1NEgpee655/F4zNTXm7FaXQTrP106+v4rJrFs52HePniM60eOYFxSPAaNFofXw20jCun2O9jT1oQA1EIQogu0Ub54vJhrU8YwPCiad+oDA/3d/QH429kz2dNVx+8r13N53DhCtSa6PTaujp+M1eumpK+eXb3H+UXFCv5Wu4EobRR2jxdP/4wpp9/DwrgR1Fh7qOzqAgmqPhsVWzexdOlSZYC+YsAMZM1USrkZ6Py3fWe1wneqwXSylHI0sBD4uhBi2id/EEI8BngJpK76D0KIO/uXBNjT1tb2lQt8Lqmvr6exsYE58xadXLXT5w588iFmA3bh41hTO3FBZn700SZmpaeyaPgwEoODseHh9YqjnOjpIickkpmx6XzYUAoEvrlertyPVqjZ1VGLTqXC6XOTGxRDaW8zBpWGHq+DFQ37+VrKDCK1Fno9Tt5v3odOfDp0+Btpl1Nha0Mv9DyRcwkJhlCsXidqqaHd6SCky8bmdet5+9XXyMvLY9asWWf9GiouEIOfHHrAK3ynFEyllI39P1sJpPYfByCEuJlAEoDrpZSfe8pSyhf657oWRUVFfd5Thqxdu3YREhpLY4+Le++dAYDbERgGdd+Vk3hx8156HS5igiwA/PLj7UxPS0ao4dWKQNNOSVcbYyISmByTzObWwHC2u7LGcXlKHh78TItMI84QQrvbxk1pY3m1di8GtRaAPd21DDPH0Om280HLfgC0qkBQ/1ba5Tx/YjMun48Ttk6ePLSBGxInE60PwuP14/L7aK84QV1pCRkZ6dx6yy0IMSTWNVcMUV+xZhr5SaWsf/u8O+TPf98vqfCdKV8aTIUQZiFE0Ce/A/OAI0KIBcDDwMVSSvtAFvJc5Pf72bmzmOoaiA0PYlVxGbfdNhmbzUVaXCiVXV3YXB76nC5CjYHb9x8tmk5FTxf7W1r45YQ5hOsN1Ft7GR4SjUGtIcZg4TdjFnGwq5Fqaxc/LfmYBQnDSTGFMswSyZqWY/iR6FVqdKh4MvdidnXVEKIN4s6U2QBohIpbE+eysqmUansnPunnlZo9PJA9mR8cXIcZM+nmUIYFhREVEUNwSAh33XGHMgxKMeCEPP0NaP+kUta/vXBK73kKFb4z5VSmk8YAb/fXWjTAcinlKiFEBaAH1vb/baeU8u4BK+k5prKyEputj47uUHRqNUfKW4gKtTBvYhb3FMbwzTcCCxp6fH6MOg2/unwuvysuZmJiAuuaquly2vnx1Bl83FhNtMFMja2TW4eN5nsHV+Hy+7gsOY9ldXv4bdlmfpw/nx6PnQ2txwEwqnX8KPcifnN8HX4k1yePY1N7BT/MXopBpWZTWxu7uqoC7y/99Hpd+IXksbxZ6PxaQEVlWwfCEERbSws+n+9kM4VCMSAkn8lbf3Z8psI3/WxU+L40mEopTwCFn7P/gu6p2LFjB2pNBH6/Go8n0Dm0obiS/Kw4kqMieeTiqYGl8QSEB5m4b9UqbB4PF2Vl0mQPLNP80Kb13DdyDEaNhg1tJ9jRXnvy9d1+LxJodVlpcvQRpjPw/eHz0ahUJBpDuGv/P/D1NyZF6oI40tvAk6Wt/HrElWQHxXKTdgIb2srQCjVfz5hCvD6E4vpmLMEOeq0uso06/MmJ7Pf5aG1tVRbLUwwo0b8N2OsL8SqBlUUjhRD1wI8I9N6ftQqfkujkf+T3+1m9ejU7duxAb8wDbLicgXbSqHAzEbFBdDldPLF6EwBatYpfXjqHb0+cwE+2bEWvCVxyi0bHYxMnU23txupxMSo8/mQwVQHdnkAWqIvjc9GpVLxWt5fdXbX8eMQSnD4ft6ZO4c/VWwBOjkGN0lmQUsXjh9YTqjVwU9oY8ixx3Lz7Xe7ONTAlPom3jh4j0e5k2cb1qFVqdDodISEhZ/EKKi5UAzmTSUp57efsfmng3vE/KcH0FHi9Xk6cOEFJSQn79h2gq7ubjKzJRMSnkJZhp7fXQWiQgXtumsKf1u/hypn5TE5LYltVHYkhwexqbGB7bT0/nTUDl8/Pd8dORKtR8fP9W+l1u3g8aCqdDieXJ41gRd0RJkWmsK+znnkxWaSYw3i1dj/J5mAyTOEc72vDb5HgV5NpiuK4vQ1Xf6b8OTG5bG+tY5glggprBz4JVreH8TGJWDQ6PG4/U80WPv7oI664/HKMRiN6vR6TyTTIV1hxQRgiM5lOlzLN5Uu8++67PPiNB3nmmd+yaV0xcbHpjBm7BK8/hA+3HKPJaqMgP5Hv3z+Pn7+/FY1axc4T9SwYngFAXlwUuxuaONHdzUt795MbGcHOtnp+unfLyXWhJLC86hCppjAmRSUzNz4Tg1pDYVg8z1Zsxep1EaE3c3vGZF6p2YPT6+bl6j3clDIFFWDzBpaHjtGFsKz6ADNjhqEWggRDKPvbWpgTl06U1PDbFe+xfdVHzJgxg7lz5zJlyhTGKln0FWeDkujkwtbT08PqVasJ1WZQsyUEW3UkTk8UYaGhtLVZiYsKZvPeKrqdLvxqSbfdiVGnxeb2UN7UwciEGFLDQynr6CDabOK+8eMobm5kXmI612fln3yfT76wny7ZxuK44SSbQhgfkcyvyzYAYPW6yQ2KZXdHLT7pZ2dnNdlBUfy+fAsPZy2iytZOtiUWNRqsXjexhmCWxOeyvPQIQsD+4t2seO550tobyczI4NJLLz37F1NxwVOC6QVs48aN6DVmioqKkH7BxbdNYe36UlavPcqYUcnERwcze1Im28vr6HW4uXfhOIw6LU6Pl2W7DnNpfg4mvZaU0GAemTqZb21Yy9qqKva1NlHf28dTEwPDo2R/OM0Pi8Hp8xKhM6NTqflO9kyuSiokXGckXGfm7YZDAGxvr2ZkWCL1jh4Od7cQpjFxTUIRHzX09/artIwNS6bd6WRMVBzJeiNJKan89je/4e677kKn033hOSsUA0ZJdHJh8ng8bNiwkYYjPvT6QNOyV4DT6eVYWTOhISaSYkLJH5HAyuJyemwuatu7WTI2G5sr0IbZ0m0lJSyEr48by4Pr1+KTkkNtrUyISWJTYw0/2rGRR0ZPJTsokqdGz2NMeBw7Wus40NnCazUH+OWxjWxrq+GS+HyCNQbuyZgCgNPvJVwXWD30rfpDpJiiSTVHsqWlhhGhMURojaQYwrgsMQej0OD3SdRqlTIoXzF4lNv8C9euXbvwefz0NWrwuH2MnZ5J8f5Phy5t31nJsPRIfv/ODgCsdjfv7y3H5nRz+agcvjN3EpnR4ZiNWvxIrs4Zjkalwi8lLm9guvCStCy8+GiyW3l47xr+VnGA2XHp/OTAJq5LHgNAnaMHgeBEXw+r6k/wxPDFXJ5QgFEdqF1aNHpq7F2opIqfFsxnhCGecI2F2s4+Kjq7cHm9dDY1kZSQcJavoELxb5Sa6YVHSsnqVWvordeCFLgcbiYuLqB4dxUqlWDOrOFMnJCO8EvU/bW94/UdDE+Motfl5qcfbuFv2/bT53FT393HwxvWU9LWzv2jx/LTaTNICw7hd9Pm0eW18+iuj1lVW8HUqBQArF4vDp8XW//YVQCLxkBpTxttDhuP7F9Dg9VBjD6IJ/IWcH/6dOo67XTYXfx89zYKwmPY3djID9dtILu9kzdffJGW+jqmTp06KNdSoQCU5NAXqtLSUjo621l69RIuvWUSdqsLu9vL0svH8J1vzaWpo5df/t862jptPHLtdIw6DfsrGpmZl4rZoEWjUvHQosn8bN1WjjS0khMRwZH2Np7ZvYufbd+G2+cnQmfC1/+Nu7GxhiVJORSGxnCgI7DU8/rGEyyIyQag1+3mo7rjXJsWmDuxq62OXpcH4dPy+J5NjI6M59ub1/HTCTPZ39BCX1cXM9ubqD1WyqIF83niiSdISUkZlGupUHxCSHna21CgBNPPsXrVahLCk/jzY2+z64N9jJ46jJTUCNZvL+MXv1vL4aONAPil5Om/b+TR62bQ53ARHWRBo1bzxKUzeXrDDlxeHysOlLIgPTBZTKdW8+Np0/H7JQa1hmGWMJ4cOwOTRoPV4+Gq9HxW11cAsLWllulRw8gNiuZIVyuNjj7iTYE8o/dkT+CpPdv5W8l+vjdyGhE6EzfnFhKvD6IgMpqq1atJiYzkyccfZ8aMGcqieIrBp7SZXnja29s5VnYMe4WP1OHxJKZH4/P42LGxjEsWFpxMxAyBhe2sdjd/WL6V7107HSEh1KLnjUMltFgDC9e5/X6iDEbUQvDk1On8Ytt2Gnut7G1uJiM4jF/t3skPx8wgWKsHBK5PFs0DWh0OrkjMZ0NTYJ59r9tNgjGIIKGny+lgcUo2Y0PjiFAbsfd66LQ58bh85IweS31dHT09PWf78ikUX0xpM72wGI1GgoOCcZh7yJ+YwZi5eZTsrub9N/ay6d2DfPeBuVjM+sCT+z/kzl4HL765i/y0KPxIcmMiWTQ8g8lpSYyIiUL6JD+ZPpMX9u6lzW6nzxUYrN9mdWDQqHlo6zr2NDeSZQ7nscJp3JVdxMjwWD6oLSPOEEqvJ/D8g53NPF4wmyBh4MGcSbyxp5Tq7l70Kg054RGUtXYQZzYzLLeQoNAIdu7cORiXUKH4XErN9AJjNpv5zkPfQQZ56dbU89KP38dgCvSc15zo4LmfreTBO6aTlREdWHJZBV+7ZCy3LhpDe7sdr9vPtvI6qlu68Xv8JAQFEWUwY3M6qerpITcykrL2TgwaDS8c2M9DoyYBkGgJQYeWdw6W8+reUpJlGNcmFxCmNvJU4TyeKpzHguhhhPiNfH/1Jp7euoN2ux2v00djTx/JQcEUxkTR0e2gvakFu7WHpKSkwbyUCsWnvkL6PaHUTIeumJgYvvXtb1HbVEVkvkSj+ySFgcTnd/Lcr18jM8FK2eHNPHjFJNZvLOMfb+3G7vJQ3dzNuJQEjrV0sKuqgX11TXTYHARpA/lCZ6amsr+hCZ1Khd3joa6nj2RLMLEGMyUtbXytYBRWt5sPKivYWduAzyGpa+7l+x9u4vmt+6ht6mZpTg4A8zPT+ee2IyQFB3OoopH9xXs5uvFDNn3wBikpKeTl5Q3SFVQo/pXSm38BS0pK4hvfeABTvJsjJ3aSO9ZFVlEHScNbyBjhw2QWNNRX8Y/XV1HX1M0lc/P584pdNHf3kR4SSlxwILv+fdPH8fOPNnOsvo2C6GiSLME0W22o+xOSvXRgP4+Pnc6yA4dRq1WsL69mUXpgXv+M+BSq27qJ11kwaDRo1Wq2l9aRYwon3GBgVEwslXVNbF67hr2rXqPy0G5GFebz05/+lG8++CBGo3HQrp9C8R+kPP1tCFCyRv0XGRkZ3P/A/axetZrcgkzS0tJIS0s7mbLurbfegq27OVAfRESEmcqGTqZNz+L/PtzJ49fOYlVZJYcaWnD7/LxafISHLp6Mxxf4mrW7PZi1WkxaLSopWJyeiU/6WX+8iicXzGDliUocdg8qKXhxVTE/uHQy/zx2DJ/Hx7Pv7+S7l43lePFOxrqqsHUnc+vNNzNy5Eg0GuUjVZyD5NCpYZ4u5X/el8jOziY7O/tz/zZz5kzWrl3L5MLhfLj9GAadhmGx4Tx62TS0CG4fP5KDDS1MSEuguKoBs0pLnyeQ4amstZOM0DBuzx9JZ4edLQequWPOGBJCgli+7zA/mDiZY5VtZMdF0m1zUdvQTVZEOD01Nkyebja+9SqxMdHcf//9DB8+XJkqqjjnne/BVLnN/wrCw8PJzy8gVN/JReNzeODSidj6XDz1j40cq2qjtcPKXz7ci9Gp5uvji4jVmhgeFM5TM2YyKjqGH0yawi/f2IJfSg7UNFNW385DUydyeW4O+RHRbC2rxds/sn/5pkPMSUxG23GCTH8jixcu4HuPPkpubq4SSBVDgtJmqvivsrOz6O3u4ulfr8bp9ODx+NBp1KTFhNFjddLncLG9tJYTTZ2YVFo622w89dx6XntjL1q7n2/MGofV6eKyouH0dDqprOmgvrqLvgYbD82agK9/3KnB5+DDN5ahtrby7W99i4ULF6JSKR+fYoiQIPzytLehQPnf+BXV1zcgpJFF80dgsuhBwk3zR/P8ip24++fXX1SUTZo5hOraDlpru0iMDsbj9eG2e3n37QNkhoQyPzedhtYushMiCHKpaGrqYfu6crIiQsjWdFPgr2V4ZgZPPP44mZmZg3zWCsVpUAbtK76Ix+OhsrISizmMWVOzaGjuxmTUEhFsoqPHjsPl5cqJeYRJHa9/sB+9WsXrr+zioqm5GPRa9m6r5JLZeWzcWoG92Y6/wobKIdl/sI7jla3sP1DKB6//gxSdi/vvu4/bb7sNs9k82KetUPzPhDz9Wul5VTMVQlQLIQ4LIQ4IIfb077tSCFEihPALIYoGtpjnFp/Px+bNm/ne9x6jr7ePhlo/lRVtVJa0EB8ZjM/t4/6lk8hJjsDkVvHmRweZNDqVjz86gtfrJ8piJNisp7m+E41HEhVhYcs7+4mLCwGPj6svLaSx/gApCU2MHlXIk088rowZVQx55/ug/f+lN3+mlLL9M4+PAJcDfzqzRTq3FRcX89abK7DbHXTUGfH0RXP1HYWotWqsNifS5aO6rI0PVx/hpqvHIfvHyI3MieeFlaUAbFlTyuzpw9j7zhGKN5Wz8LpxvP2zVdz2/TkcPrybqppSIsP13HbbQ2RkZAzm6SoUZ8xQ6Ug6Xac9NEpKWQpcUD3JW7duZdmyZeRlj6W9TsfxuuNI6cSg0yDVKq64bDSVZS0UZMex+uOjqNUq0mMiUAmBRf/pUiG7i6u5+uYJbOhrw9raxZYNrQybZWfd5n8SHRXN4sULmTp1KlqtdhDPVqE4gyQwRG7XT9epBlMJrBFCSOBPUsoXBrBM56Tdu3fzyivLGD9mJhZDHE1V1Xzz8YuoONZMU10XIyem89rLO5g8PYtlf9rMVZeNQadT09dhY97ULHZtPY5G48US5CQ+QfDS88+gDvWQMzye9IwkFiyczbBhwwgODh7sU1UoBoRSMw2YLKVsFEJEA2uFEMeklJtP5UAhxJ3AnQDJycmnWczBdfDgQf7yl7/QXRuCZUo8JouePdtPsGf7CRJSwrnlnulo1SoOHahj6sxsWpp6SIgIwquS/P3Pq1m4OJGjfSWkZvQSFhZBQUEe+fn5ZGVlodfrB/v0FIqzY4hMCz1dpxRMpZSN/T9bhRBvA+OAUwqm/bXYFwCKioqG3NU8duwYf/rTn+hrCMbRYaS3x4H/M7crDTWdOPqcNFe1ExFpQaUKNHv8488fkJLjJCa2m94eExdfvJD8/HyioqIG61QUisGjTCcFIYQZUEkp+/p/nwc8OeAlG0R+v5+qqip2797D1i1bsLUG0V6jo2hyCmVHG9EZNIwcm8KB3TWkpEdSXdLIyld38fWfXY7T6yc60Yklsotx4+awYMF8LBbLYJ+SQjGoBAzo8iNCiL8AS4BWKeWI/n3hwOtAKlANXCWl7BqoMpxKzTQGeLu/o0kDLJdSrhJCXAb8HxAFfCiEOCClnD9QBR1ofr+fyspK9uzZw549e7HZbOhFCBMnzqKtGlYd30/h+DRefWUXLqeHe745hwO7a1h67Th+/8ib+Lx+9m88hj+ymfA4K7d/7W4KCwsH+7QUinOG8A3ojenfgD8AL39m3yPAx1LKXwghHul//PBAFeBLg6mU8gTwH1FBSvk28PZAFOpssdlsHD16lEOHDlNScgSHw4FOhtB4TGJrC0J6YeyYMAxBDuZcXIglxIi1zwkEmn8KxiRxeEcFPq+f4aOTiUzVsa+shscf/5FyO69QfNYAz2SSUm4WQqT+2+5LgBn9v/8d2MhgBtPzkdPp5Nk/PMvxiuNo1TqkVc+MJbMIDorl5Z+txtrSd/K5Xq+PFa/u4eqbJxAaYSEuIZSmhm46O2zMX1TAwW0VfOOnl1K2s5wPnltFxuIIJZAqFP9hUGYyxUgpmwCklE39HegD5oIMpq/84xVaW9oZnzWTN57awHWPzKN0vx0MdVz70Hzefm4jDSfaMQcbsPYF1l8ymvX41SryxqcxJy6E+PhQ4qMsvPdMGWue/QgAc6oKrVb3395aobgwya98mx/5yezLfi+ca0M0L7i5+a2trezes5uchNG0VjtZcONkwpIi2bL+GMMyovjtb9ex5I6pZBUkEBkTQm+3nWtun0RZfQe19Z2sWl3CX/+2HafTQ0tLL0vunEV0ciQAQi2UgfYKxRf5apn226WURZ/ZTiWQtggh4gD6f7YO5OldcME0PDwcrUaL3WFn44q9jF0wgvLyFgAsFj1+v+T//m89Ey8fzYQ52eSNTqal18GmrcexO9yoVDB2bCpHShrps7r43fff5cqHL2LJXbPQGtXolGCqUHyuQUh08h5wc//vNwPvnpET+QIXXDDVaDRkZ2fjVvdy///dQK/Lz4jRyQgB+CU6nRqAF1/YTNSwaPRBelZ/fBSAxqYeUlMjmTkjm9VrS7C7ffj9fp5//D0amq1MuaIIrU4JpgrF5xrANaCEEK8CO4BsIUS9EOJ24BfAXCHEcWBu/+MBc8EFU4CCwgJqG2t45uk19HQ7eHP1Ia68YSI7NpeRX5AIgEol0Bl1eFSS735rHhPGplJ5opUrrhjDxs3lALS19xEcHkiJV3GkEVQCuHByFSgUp0pIifCd/vZlpJTXSinjpJRaKWWilPIlKWWHlHK2lDKz/2fnQJ7jhRlMCwqwO/rQ6DwYLXrKKlrRhRqw9rooyA8E06VXFfG31XuxOT385KX1GCKNXHv1OBITw9iztxqAfQdqmbRwBLHJ4dz7+EXsWLEXj9s9iGemUJzDlNVJzz9hYWFER8fS2+5BrQ18n7z02k6+f/9cHA43MTHBhCcEU7m5E5MxcNu+ZvtxrA4PS+fn8+A35+K0uTl0uJ5R07LIGh7HU9c9iyVTjcfjGcxTUyjOTRIY2EH7g+6CrJkCjBpVSFK6luM1HSf3/eHlrSQlhXPDLRN55vUtAHT3OQgNDqw/P6EwhbKaDp7+08f8/uUt9Pm8xMSG0FwZ6MCSPnArwVSh+FxCytPehoILNpjm5+djtbWxeWcZMVFBLJidy5WXjMavFUTEBZ9crG7ltmNMHJmC2ahDqARbD1QxZ1oOAFa7i5oT7VhtHh56+R4iYsPwKsFUofgcEvz+09+GgAs2mKanp6PRaFg0J4np83PY29jC3zceoKShnQ6bg+/ePotR2fFUN3aRnhTBkhm5vLxyL0cqmxnZ30k1Z2IWL/7uYzLHpfPMg8sZPikHr887yGemUJyDJOd9m+kFG0zVajXZOcPZtnsff1+5j9qWbu6/ejJ/+mg33TYnT7yynmFZMdx37WRMRh1pSeG0dFiREqzOQO3TotfS2+2gs9uBRq9h20f70esNg3xmCsW5aSB7888FF2wwBRhZWECQygpIxuUlcqC6CYfLw9G6NrISIli+/iDv7yknKTYYq8N18rgjJ5rJGRaNwxrY98Fb+7j+oYXog9RKpnyF4osoNdPz14gRI3A5bBiEm/mTcnhne2DBuw0HT3DZ1DxSYkK4ce5I7D4/qUnhfP/O2aTGh7JlXxWXLCqkrakHgI42K8aIYEyhWkLDQgfxjBSKc5SU4POf/jYEXJBDoz4REhJCXHwCKaGRLNtwEICIYBMFabFEh5qZVpjOk8s38MDFE9GoVPz+ja1cMT2f7ORIws0G3tpWefK19uyqIjYjjDAlmCoUn2+I1DBP1wUdTCFwq3/oyFEunzwfnUZNW4+Vpk4rHp+Pl9ftZ86oDLYeqaHH5uSqWQUsW3OA7ORIvnvVVK69YzKtDT0c2F3Nvp1VjJmtJjQ0dLBPSaE490iGTA3zdF3Qt/kQGCLV2FDHL1/fwJPLN/DHlbsZlRlPn92DSggm56awp7ye8vp2UuPDueOiccwdM4zK+i6kVs1fX9uFPsrMHQ/NxWrvVYKpQvG5JPh9p78NARd8ME1LS0Ov0xOMHYArp+bz1tYjNHX2EhViptfuQkpIiw0jPsxCc0sPz7+xE5vLzZZdlSxZUsj27Sd49o+r6OvrIScnZ5DPSKE4B0nAL09/GwIu+GCqUqnIzcsl1ewj1KwnKzGCQ1UtHKlp4bqZBWw6cIKLJw5n6dQ8qhu7GDM8MMa0z+aktLyFtMxoVCoID3MTH59AWFjYIJ+RQnGOUgbtn/8KCwow+3q5Y+FYnn5rKwBHaloZFh/BnDHDcDhc/PWjvTQ093CovInctCh6bC6MBi3L39rDHXdOIybGx5gxowf5TBSKc9VXGBY1RDquLvgOKAgMkXI7/4rWY+Nbl0xCo1IhhCDYqGP1rnIOVzVz5+KxfLCuhI5uO49+bTab95/AbNZRW96C1WnH4ehk1KhRg30qCsW5SQK+odH2ebpOKZgKIaqBPsAHeKWURWd7TeqBZLFYSExK5oM12zjea8bj9fPwDdOoa+phWl4Ki8ZnYdHraOu0AVBR24ZRr0UEGQHJnuJNREREEh8fP7gnolCcy4ZIDfN0/S+3+TOllCOllEX9jz9ZkzoT+Lj/8ZA1srCAYLUNj9dPRIiJ7h4HdqeHP761C4/LR3Swhe/cPJ20hDBWrDvC1NFpWCw6cpJ7MOkcPPDA/QihJIZWKD6XlEif77S3oeCrtJleQmAtavp/XvqVSzOI8vPzcVs7UePjnssm8MqH+0BKnvjaHGqrO+jpsfPWG3uZU5jBg9dPxW5z4rWVEmzy8MgjDxMbGzvYp6BQnNvO8978U20zlcAaIYQE/tS/MuBZXZN6oCUnJ2M0msgwQVV9B7npMYQHG/n5s+u48dKxPP3cx1y2oJCXl+9CrfIyYZQHr8fBww9/l8jIyMEuvkJxbpNSaTPtN1lK2dgfMNcKIY6d6hsIIe4E7oRAwDpXqVQq8kbk0dVjIy0uHNnnReUXeL1+wkKMWO1uoqOC0GtdZKV2EmSJ5d57v6kkNlEoTtV53mZ6SsFUStnY/7NVCPE2MI7+Nan7a6VfuCZ1fy32BYCioqJz+moWFhSwfPmrHDyqo76hl5F58dxwaRGHSuoxaJyUHdtDRmITE8ZP5pprrkGtVg92kRWKIUIOmbbP0/WlwVQIYQZUUsq+/t/nAU/y6ZrUv+AsrEl9NuTm5uJw2Jk7KZHmLjelRw/jcLZTX1lBerQbl0PFjTfeyMSJEwe7qArF0PLJDKjz2KnUTGOAt/t7qjXAcinlKiHEbuCN/vWpa4ErB66YZ4fZbCY5KYXiPavx+tyEhISSl5fLjOm3kJOTg8lkGuwiKhRDkgSlZiqlPAEUfs7+DmD2QBRqMF19zVXU1dWRl5dHVFTUYBdHoTg/SOU2/4KTkZFBRkbGYBdDoTj/yKExx/50CXkWe9iEEG1AzVl7w4BIoP0sv+d/o5Tni51LZYGvXp4UKaVyewMIIVYRuJ6nq11KueBMlWcgnNVgOhiEEHs+M2tr0Cnl+WLnUlng3CuP4tymZI1SKBSKM0AJpgqFQnEGXAjB9IXBLsC/Ucrzxc6lssC5Vx7FOey8bzNVKBSKs+FCqJkqFArFgDuvg6kQYoEQokwIUSGEGLR8q0KIJCHEBiFEqRCiRAjxjcEqy2cJIdRCiP1CiA/OgbKECiHeFEIc679OgzZnVwjxzf7P6YgQ4lUhhGGwyqIYOs7bYCqEUAPPAguBXOBaIUTuIBXHC3xbSjkcmAB8fRDL8lnfAEoHuxD9fgesklLmEJhxNyjlEkIkAA8ARVLKEYAauGYwyqIYWs7bYEogs1WFlPKElNINvEYgofVZJ6VsklLu6/+9j0CgSBiMsnxCCJEILAb+PJjl6C9LMDANeAlASumWUnYPYpE0gFEIoQFMQOMglkUxRJzPwTQBqPvM43oGOYABCCFSgVHArkEuym+B7wLnwhy/dKAN+Gt/s8Of+zOUnXVSygbgaQLJe5qAHinlmsEoi2JoOZ+D6ectyDSoQxeEEBbgLeBBKWXvIJZjCdAqpdw7WGX4NxpgNPC8lHIUYGOQ1hQTQoQRuINJA+IBsxDihsEoi2JoOZ+DaT2Q9JnHiQzi7ZoQQksgkC6TUq4YrHL0mwxc3L/q7GvALCHEK4NYnnqgXkr5SW39TQLBdTDMAaqklG1SSg+wApg0SGVRDCHnczDdDWQKIdKEEDoCnQjvDUZBRCAZ7EtAqZTyN4NRhs+SUj4qpUyUUqYSuC7rpZSDVvuSUjYDdUKI7P5ds4Gjg1ScWmCCEMLU/7nN5tzppFOcw87bFHxSSq8Q4j5gNYEe2b9IKUsGqTiTgRuBw0KIA/37vielXDlI5TkX3Q8s6//iOwHcOhiFkFLuEkK8CewjMApjP8pMKMUpUGZAKRQKxRlwPt/mKxQKxVmjBFOFQqE4A5RgqlAoFGeAEkwVCoXiDFCCqUKhUJwBSjBVKBSKM0AJpgqFQnEGKMFUoVAozoD/B8iO9UOWh1mZAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "dat = ds[\"Quantile 0.75, Wind speed\"][0,:]\n", "dfs.plot(dat, title=\"75th percentile, wind speed\", label=\"m/s\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Clean up" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "import os\n", "os.remove(\"concat.dfs1\")\n", "os.remove(\"oresundHD_difference.dfsu\")\n", "os.remove(\"extracted.dfs1\")\n", "os.remove(\"extracted.dfsu\")\n", "os.remove(\"gebco_sound_local_datum.dfs2\")\n", "os.remove(\"gebco_sound_spatial.dfs2\")\n", "os.remove(\"Avg_NorthSea_HD_and_windspeed.dfsu\")\n", "os.remove(fn_q)" ] } ], "metadata": { "interpreter": { "hash": "fa576ebcd40e010bdc0ae86b06ce09151f3424f9e9aed6893ff04f39a9299d89" }, "kernelspec": { "display_name": "Python 3.8.10 64-bit ('base': conda)", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 4 }