From 98d4bc6003a9db9b0a53fd76400e5bbaadb3b4aa Mon Sep 17 00:00:00 2001
From: Henrik Andersson <jan@dhigroup.com>
Date: Sat, 4 Jan 2025 07:40:14 +0100
Subject: [PATCH] Remove contour lines example

Code needs to be updated to support latest version of matplotlib.
---
 notebooks/Dfsu - Export to shapefile.ipynb | 526 +--------------------
 1 file changed, 22 insertions(+), 504 deletions(-)

diff --git a/notebooks/Dfsu - Export to shapefile.ipynb b/notebooks/Dfsu - Export to shapefile.ipynb
index 9e5551c4c..02fcfeee9 100644
--- a/notebooks/Dfsu - Export to shapefile.ipynb	
+++ b/notebooks/Dfsu - Export to shapefile.ipynb	
@@ -17,15 +17,6 @@
    "execution_count": 1,
    "metadata": {},
    "outputs": [],
-   "source": [
-    "# conda install geopandas"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
    "source": [
     "import numpy as np\n",
     "import pandas as pd\n",
@@ -43,19 +34,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
-       "<Figure size 432x288 with 2 Axes>"
+       "<Figure size 640x480 with 2 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -74,7 +63,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -83,7 +72,7 @@
        "shapely.geometry.multipolygon.MultiPolygon"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -102,7 +91,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -118,7 +107,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -179,7 +168,7 @@
        "4   11.013206"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -191,7 +180,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -207,7 +196,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -233,484 +222,6 @@
     "Post an issue on [GitHub](https://github.com/DHI/mikeio/issues) !"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Contour lines"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# get coordinates\n",
-    "ec = ds.geometry.element_coordinates\n",
-    "lon = ec[:,0]\n",
-    "lat = ec[:,1]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Select item and timestep\n",
-    "m = ds.Wind_speed[0].to_numpy()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Interpolate to cartesian grid\n",
-    "from  scipy.interpolate import griddata\n",
-    "numcols, numrows = 200, 200\n",
-    "xi = np.linspace(lon.min(), lon.max(), numcols)\n",
-    "yi = np.linspace(lat.min(), lat.max(), numrows)\n",
-    "xi, yi = np.meshgrid(xi, yi)\n",
-    "\n",
-    "grid_z = griddata(points=ec[:,0:2],values=m,xi=(xi,yi),method='cubic')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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f0CnkQTKt+5mbNpGjpQvwXiEcTiYoifEdT5fodcT5TiTfuppd2QM4Xfz6VQq5DoNuKKGBnxMT/ivxUeeIDF1DkN8bqJT1MVtmkVs0jOyC7hhNX+Hx1L7v/y/YHTvILRyCJNmJDFmCTtv7757S346giEXm/xFC8GpQ9wbbz0hFvRHLn0e6xmgoSZKQbHNBUQ+uYIHDRSGuWB+6uE70m4tQ+N3/KxL+ZIKMMpeZPltfqDIS7Ur8LWlNMpnApx+Mo2WzGErSywjw1fHypyt5YlQ3rA4Xb05fz6d3DkYhl/HU9JW4PV4+HzuYmAA/Hpy1lH3nL3cXjGrWlGV3TCDcx8ADS5fz7Jp1GO1X/zhyaX6CwAuduvNql56sT0th4upFmJzOGo/TKJQ83rwr6wbfQ6OAUJ7bu4YHf11CmbNy+CDAqPg2/NRlIuUuO2O3TWNnwblKbeL1YUxt9yitAhL46MwiPjmzGLd4uaD6KX15odGjjI0Zyu6Sg7xw/F3SrJmXtZELCgZG3sYDCa8jIvLtuVdZmfsLLvHy85IJcloFjmVc/HQidS3YXfQtC9PvqzZuXCn3p0HQZLpEryPK5xZyzEvYlX0zJwonY3JWvUZRHTJBi0bVCj+f+wkPnklc5EmCAz5FJvOj1PQOmfltyS7oS4nxbaz2dXg82f8469zlPovNvh71n7xAK0p2ykyfk1c8Hrk8gsjQ1X/6mP82BEUCMv9PEII3gm4c2NcglQxFLL0DybEOqYpwwCviWA2eJATdPVeMoBLFCl+2TOYLgHQhVFe4ECAgSm5kggJRqni6F5AhIOAWPbhEDwEqQ+3PrTZffEEQ0oAyKvKrv5ckaaogCK8DdwIm4CDwtCRJZVUcez9wP0BsbGybjIzffMRnzubx0GMzGD6iNesPpqBUyBk/qj0fzdvK7Te3oWPLOjz4/RK6Na7LZ3cOocRq4+5fFpNVauTNYX0Z2uLyO6DT4+Hbvfv4du9+dCoV97Vvy7jmzQnUVY7AqC3Lk0/z9Na1xPv5M6XvEBoFVc5mrQpRkph+5gAfHNlKkEbPV12H0yak6kWPHGsZj+ybR4qpkMlN+3F7QsdKXw6vJDI1dS1zM7bRxC+ON5veTojGr1Jfp00pfJnyIya3hQlxIxgQ3qtSXw6vnbV5s9hTsoEgVTijYx6irqFxlXNLs+xiZ8EUzJ4C6vn0pGPwffiqIqo9d4cnj4zyX8gxL8Qr2fDXtCXW93ZCdL2QXSHKpba4PelYbauwOTbhcB3morUjCAaUijooFXEo5FHI5eEo5OHIZaHI5SEo5GEIgs+fErYoSg7c7hTcnhRc7rM43SexO7YiCBqiQjegUta74WN6vcWUW6Zjts3F681Drx1ESMBnyGQ+N3ys/zUk0Qi2hUi2WSDmgSwQNCMQdKMRFHWvfJxzG1LZo6CojxC08IoRWKXlH2I0f0GdqHQEQYndk8vOrN40Cn6TKMNIvk3uQ5ug29AqGjEr41OebPAxnybPQCvXs60gj/db3EXn4Mt/j9cVRigIQqQkSbmCIIQCG4FHgbNAMRWi/hYQIUnS3dX1czEO/Pe88c5yft15lnG3dmTuxiM0rhdBVEIgi7cd5/PHhpNuNPLhsu28Oro3ozo1p8xq57F5KzmYkcNdndvwZN8uKOWXX8jkomI+3rGTLannUchktI6KJNxgwOhwkFZahsXlRCbISAgKpGVEBH3qJdAqMuKKP+7d2Zk8vnk1JqeTyR26ckfTlpXGvBKnSvN5+Nel5FhNvNC6J3c1bFflOFaPkxcPLWNj3mlGxLbktRaDUckri93WgmO8f3oBGpmKV5tOoE1gZXEwuS18lzqDQ2XHaeXflAcT7sBf5Vup3TnzCRZlf0epq5DOQf0ZGDEBlVxTqZ1bdHC0dD6HS+cgSV4a+vWnTdBt+CjDqz13t9dEjmUxWaZZODy5aBSRxPjeRpRhBEq5f7XH1gZRsuNyncTlTsLlTsbtOY/Hm4XHm1MRXvYHBEGPQh6JQhGDQh59QeADK5JEBB9kMgMywR+5PACZLACZUHEtJElCwokk2vCKhXg8Obg8ybjcSThdJ3F7UoCLj8dylIo49NrB+BruRSGv3Q2/tkiShNk6m9LydxClcrTqrvj7PI5W0/mGjvP/AUnygmsHkm0BOLcCXlC2QtD0A1UnkMdVNPScrRB7xxpQNEII/BFBFnjFfgtLH8bh3E9sxAEATM5T7MsdRYvQKfhpOvLjuSF0DnkIDyEsyPqG5xp+xVtJ3xCpDedgSRmT6g2mR1jzy/q8YXHgFyxviyRJH//utXhglSRJ1WYKVCXgDoebt95bwe695xh1awdmrznE/eO6sOFECiUmG0vevpPHflrBqewC5j4xnjphgbi9Xt5fu505+4/RPDqcD0cOIC7Iv9J4ZwqLWJ50mv3Z2ZTa7BhUKhKCAvHTaHCLXlKKSziRX4BHFGkYEsxDHTswMLFBlQJbZLPy7NZ1bMtMo35AEM917EbvuLq1suh+nwA0vE4T3uswoMq4cVES+frMNr49+ystA6P5ov1YQjSVLap0awGvHJ9Blq2Iu+r25bb43pXixSVJYn3+NmZlLEYr13J/wgTaBbas1JfL62Bt/hx2Fa8lUBXG8Kh7aOjbqsrzsLiLOFw6hyTjKgAa+t1M66Db8K1ByCXJS5FtC5mmmZQ5DiAT1ITrBxHnNxGD6sbHSEuShCiV4/UW4PUW4REL8HoL8Xhz8Xiy8Xiz8XhzEMVKD4x/QIUgqJAkGxWFlC5HLgtHrWqKStkUlbIxKmV9lIq6CLVMcroWTJaZFBsno1F1JDjgfVTKqhOw/uPqkLxF4FiBZF8Gnip80IIedOMR9JMQZPpq+8opHIogKIkMqYgRL7b9ypGCB2gXMQdJCGJu+kT6RLxIkdPD8tyfeK3Jjzx77D2a+jVkUr2JVfZ5zQIuCIIekEmSZL7w943Am8AxSZLyLrR5EuggSdK46vqqSsDtNhcyucB9k37GZnMS3zySgyczefPpwTz1zQoeueUm+ndqxNjPZuOr1TD7iXH4aisso3Unk3ltxSY8osiLA3twS6smV/2IXO5wsCHlHD/sP0hqaSntoqN4s28f6gcHVWorSRIb0s/x3p7tpJcbaRkaweNtO9Ejtk6N44qSxNcnd/PpsV9pFRzJ1B6jCNZU/UVYn3OKFw8vw0ep4csOY2keUNn1YvM4+fTsEjbkH6ZVQAIvN761SpdKpi2Hr1Kmk2HLpntIRybGj0Gv0FVql2o5xZLsqRQ5c2ni247BkRMJUlfOdAUwuws5UjqXpPLVIIkk+vWnbS0scgCz8wxZ5nnkWVYgSnb81W2I9BlBqL4fyr/48V+U7IiiCVE0I0oWJNGMVyxHFMvwiqWIohkJJzJBjyDokAla5PJQFPIIlIp6yOVXtsL+LNJzG6NSNCQiZBGC8P+zMt+fjeTNA9ch8OYCXlDUBVVHBFnl31dVZOS2QKvpRWjgZwBkm+ZzuuR1usZsodRVxLKsxxkc/SHnrbmsyZvFW01n8NChl7gpuB131721yj6vR8DrAksv/FMBzJEk6R1BEGYCLalwoaQDD1wU9CvxRwFPTc7nuUdncvdDvanfNIqHHptB126JbDqWyoi+LUg1lnEup5hl795NUk4B932zmEbRoUy5dxiBhgoRyis38/zidexPz6Z7gzq8MbQPYb61XwS4iChJLDxxko+278Dp9fDhgP4MSKzaOnR7vSw8e5KvD+0lx2KmdVgkz3fsRvvIqn3cv2dd5lme3LWCEK2B6T3HkOBX+UYBcKY8n0f3zaPQYebV5oMYGd+6UhtJklibd5AvkpehEOQ83XAkvcJaVGrnET0syl7N8pz1+Cl9uK/uBNoENq+inZtfi1axpXAxoiTSNWQwPUNHVJnFCX8UcokGvn1oFXgrAeqaM+Bc3jJyzIvItSzF5k5DQEmIrjuRPqMI1t50VRme/59Iy47HRz+O4ID3/+6p/EcVeEUjGbmNCPR7GX+fhwFIKf2UjPKf6R1/hCzbIVZlP8eI2Ckkmc6yPn8e7zabwx37H2dIZD9ujR1eZb//mFT63wu4qdzOe68u5tC+80y4uytmr5elKw7TrmcD9p/I4O3JQ3nsi6Xc0r05L97ehy0nzvHczDWE+hn4eOJgGkWHAuAVRWbtPcrnm3chEwTu69qOiZ1ao1VVn95eFUUWK5OWr+BIbh5P3tSZSR07XNG6dnm9LDp7ki8O7qHAamFY/Ua83LkHIbrqH7GOFedyz7aFeEWRqT1G0S40psp2RpeNpw8sYk/RecbEt+HFZgOq9Itn2Yp469Rczpiy6BPWkicSR+CrrGxln7dk8G3qDDJtOdwU3J6J8WPwVVa+2ZW7S1iTO5sjxh0YFH70Cx9Lu8BeyK8gqmZ3IUdL55FUvhqv5Kau4SZaBd5KmPZKYVa/IUkSJudx8q2rybOsxi2WopaHEWEYQoRhyJ/iYvk3U1DyADbHJqJDN6JUXnnB7T/+Hqz29RSU3ElE8CK0mi4AnCx6gTL7PrrGbiHVvJ31ua8zJu4HDpTtY3vhCl5v+gsT9z/OyKjBbC/MYHxcT7qE3MBFzBtFVS4Ur1fki/dXs27lEYaNaceqbadp0iKa3WezePi2bpS47MxYd5C37xtI/w4NOZaex9M/r6TUaufRAV24o0dr5LKKR8nMUiMfrd/BptPn8NdpuKVVE7rVr0PTqDD06tr7JZ0eDy+t38iypNOMbtaUt/r1QSG78uOq3e3m2yP7+e7IfnRKJe9178eAhOqFJ9Ncxp1bFpBjLeezLkMZGNewynYe0csXp7fwY8oumvlH8mm70UTpKxfQ8oheZmds4ee0TfgrDUxuNIpOwZUF1CN6WJqzlqU569DJtdweN5JuIZWjXgAybSmsyp1BuvUMoeoo+oSNprl/p0rFsS5i85RxomwJJ43LcIoWIrUtaRU4jlh9+1q5tkTJRZFtK7nmpZTYdyLhxaBKJEI/hHDDQDSK6qNf/j/g9mSSU9gfmeBHePDMPyXC5T+uncLSJ7DZ1xIXeeLSWsihvLvwSjbaR87nnHkbG3LfYGz8T+wq3s6B0i08lTiFBw89xy1RQ/g6ZRuvNBlP3/DL16H+sQIOFSL++furWL/yKJ0HNGP77mTqtYkmK9/I3M/v5JlvVnI6vYBPHx1GxybxGK123liwic0nztE8LoI3xvYlIfw3V8ThjBym7z7MljOpiJKEIEBsoD91gwOJDvAlJtCfOkEBNI4MvVQk649IksTnu3bz9Z599Eqoy5dDBqFRVm/Rnysr4anNazheVMC4Rs14/aZe1Ra5KnPauG/bIg4X5TC5VU8eaHxla39T7mlePLwMmSDwdqth9Ims2rpNNufwbtI8zlvyGRzZnofrD0GvqBxZkmnLYVrqbJIt52noU4+764wjTl/ZBSRJEqdM+1mfP58CRxbhmhh6h42imV/HKwq5S7SRZFzFsbJFWD1FBKriaRE4hgY+vZHLancjdXlLyLeuI9+ygnLncQB81c0J0fUkRNsdg6rh/2Qlw9rgcB4iv2QiIBEa+DU6TY+/e0r/QUW8d0ZeC3SaXoQGfnXp9R1ZffBXt6RZ6MdkWPayOucFRsZ+zcGyQ+wqXsvjDb7gsSOvMCxyEN+d+5WH6w2nsW88zQKiLvXxjxZwAI/Hy0N3TMVssmNRyqjfMJz953MYM7ANE0d2YNIni0jPK+XNewfQp20DJElizeGzfLBsK1aHmwdv7sidPdtcFt5XbndwLCuPEzkFJBcUkVFiJKus/LKNIuKC/OnRoC4j2zShfmjlMq+zjhzljU1baBUZyTfDhxCsr9494vZ6+fTALr49sp9GQSFMGzCcaJ8rL344PG6e2bOa1RmnGVW3GW936I+6CjcJQJa1lKcOLOSUMY9b67Tj2ab90Mgr3yBcooefzm9gXsY2gtV+TG40ivZBlaMVRElkW+Ee5mQuweqxMyCiF2NjhqKWVxZZUfJyzLiHzQWLKHTmEK6JoV/4OJr4Vh0WCeCV3KSYtnC0dAGlrvPo5EG0CBxFY7/BqOW1X6ewutMptG6k0LoBk+skACp5MEHamwjUdCRI1wW1vPJn97+M25NGfvEduD3n8NXfRYDfc8hrucj2H38ONsd28ovHERb0E3rtAABEycOW9JbE+91LvcAnyLQeYFX2ZEbEfMkp81k25M/n8QZTeOro6wyNHMT3535FJ4USr4/ku04TLvX9jxdwgJQzeTwz6RdUAVpKrA469G7I3mPpzPpkInq9mie/XMaJ83mM6NaMx0d3w6BVU2K28d6SLWw4lkJCeBCTh3WnY4PYK4qKJEmUWG2kFpZyKreAPecz2Z+ejcvjpXfDBF4c2INI/8tjpteeTebZNevw02j4athgWkVG1niuWzPO8/im1ajkcqYNGEGrsCs//ouSxBfHd/DliV00Dwzn2+4jidRXjtsGcHk9fH56Mz+f20OCTwgftR1JQ7+qoz+SyjN5L2k+GbZC+oW35pH6Q/CvIsvL4rYyJ3MZmwt3EKYO5v6E22nqV3V42kUh31iwgGJnHnG6BgyMuI06hiv7uyVJIst2kKOl88i2HUYpaGno15+m/sNrteD5e5yeIkrsOym276DUvge3aATAV9WUMH3//1euFlGyU1r+LibLj8hkgQT4Po2vfsKfGsb4T0SSJLzeHJzuk3i8uYiiGaUiAY26HQp51ZFUfwbFZS9gts0jLuIUMlnFk73DU8COrB40DHqNGN9xnDfvYF3uq4yOm8pZcworcqfzcL2PmXz8PYZEDGRq6g5Elx99Ilrwesshl/r+Vwg4wNoVR/j0vZUIQTpato7jWFYhfj4avnvrVnz0ar5ZuotZGw4S6KvnsVFdGdixEYIgsPVkKh8s20ZuqYmmseFM6NqKXs0SarWQWWazM2ffMX7adRCZIPDG0D4MbHa5gCUVFDJp+QryTGYe7tSRSZ06VOsXhwqXyl2rl1Bos/JFn4H0r1u9X3xDVjJP716JWq7gu24jaRt65aiWXYXnePHwMowuO881vZlb61RtCTu9bmalb2FWxhYMCg2T6g+hf3ibKtsmlSfz/fmZ5DuK6BXahdviRlYZcggVBXgOlm5jQ/58zJ4yGvm2YUDEBMI1VS/IXqTIkcyxskWcM29DlNxE6VrR1H84dQxdkF1l5IkkiZhdpymx76TQuhmT6wQAPqomhOi6E6zrjq+q6f98uJ3TdZwS4+s4XHtQyOMJ8H0ag274pdTt/0VEyYHNvgmbYx125268VVaulOOjH0uAz9MoFDUbXdeDJDnJzGuHWtWW8OCfLr1udp5mb+4tNA/9gjB9P86Ur2NL/gfcVmcOSeaTLMmeysMJHzD5xIcMiujPD6m7MBBGXX0UX3X8LaTwXyPgLqeHCcM/Rx2oI6fYzOTnBvPhT5uIjQjg3WeGEhXmz6m0fD6cs4VTafk0T4hk8vieNIwLw+n2sPzAKX7eeojsknK0KiU3NYqnW6M6tKwTSWywf7V+06xSI88tXseRrDxeG9KLce0uD8kzO528vmkLy5NO0zIigo8H9Sc+oPodeUrsNu5bu4wjBbm81a0PtzVpWW371PIS7t22kFyrifc6DuCWupV33blIqdPKi4eX8WtBCoOim/F6y8HoFeoq25635PPxmUWcLM+gQ1BDnms0imB15Udup9fFwuyVrM7djI/SwMT40XQOanvlSBzRyc6iNWwrXIpTdNA6oBu9w0YSrK7eCrZ5yjhdvppTxlVYPAUYFKE08R9KU/9hV+VeuaxPd0aFq8W2+YLfXEQlCyJA2wEfVSJ+6ub4qVsgl117aYV/KpIkYXdsodT0Hi73KZSKBPx9HsOgG4EgXH001j8Vj7eAcvO3mK3zESUjMlkgWnVXNOoOqJXNUSriEAQdLk8yFtsiTJaZgAedphcG3Wj02psRhKp/I9eDxbaCwtIHCA+ejU7T69LrRscRDuSNp1XYNIJ1N5FkXM22go+5ve58zphOsjD7Wx6t9xHPHH+ffmG9+SVtP9GqOni9Cub3uP9SP/8KAd+z6RTmchv5JRZm/rQDWbCOXj0a0b1PE179fBVer8i9YzszvE8L1CoFq3afYsriHRgtdoZ3bcZDw7sQ6KtDFCUOn89hzeEzbE86T5HJCoCfTkPj6FAaR4fRJDaMVnWiCPK53MJ0uj08Pn8V25PTeHt4X0a2rpxcuur0GV7duBmvKPJan16MaNK42huD3e3mkY0r2Zxxnpc79+DeFpU+h8swOu1M+nUpewoyeLRZF55s3vXKhXMkkanJO5lyegvxhiA+aTf6ii4VURJZmr2b786tQS1T8kLjsZXClS6SZs1kauoszlszaezbgInxY4ivYpHzIlaPma2FS9lTvB6v5KVtYA96h40kQFV9KrkoeUm37OakcTnZtkOoZQaaB4yiecDIaxZyqIgzL7HvpMi2lXLHURwXLDQBJQGadoToexGq64tGEXrNY/wTkSQRm2MtZaZPcbmTkMsj8TPci0F3y1/qTrjRSJKXcss0ykyfIEkO9NqB+OhvRau+qdonDbcnC7N1FmbbQrzePGSyQHz1t93wMgeFpQ9jd+wgNuLIZTkM5c6T7M8dTYvQrwnV9yLFtJmNeW8zLv5nMmxZzM38gsfrf8hTxz6gT2gPZqYfIlGfSIqxnG39n77Uz79CwN986Bf2bE4iMi4Ir5+Oco8bq8fL3F8exC2JfDRtE3uOpOFr0DCiXwtG3twStVrBtJV7mb/5CBq1krsGtGdUzxYYtBV3WVGUSC0o4Vh6LiczC0jKLuRcXjGeC3W+m8aEMbpzcwa1aYhKUfFFcHk8PDxnBbtTM/lq/FB6JlaOt801mXh69VoOZOcwqGEib/frg4/6ynd2t9fLY5tWsfZ8Cm917cPtTVtWe63copeX961jQepxRtZtxnsdB6CUXdnFsK8ojcmHFmN02XmiUW8m1rtylEimtZA3Ts0hxZzDmJiuPFBvIEpZ5R+BKIlsKtjB/KwVWD02eoR0YmzsMAJUV14sM7nL2FKwmH2lmwGJTkE30ztsJHpF1T7931PkSOFgyS+kWXahlhlo6j+c5gEj0Sr8azy2JtyimXLHEUrteymyb8PmTgMEAjRtCTcMIVw/AIXs2m8Y/zQuWuRG89c4XHsAAY2qHXrdUPTaoTe8RsufiSiaKSx9GJtjI1pNL4L93rrqGHhJErE7f8Vk+QWbYwMywZeggLfx0Y28IXPMKxqHy5NCbPjuyyx8h6eQHVndSQx6mVjfCeTajrEs6wkGR3+AS9Qy9fyb3Ff3VT448wut/JsyP/MUrfwacaqknFV9HrkUpPCvEHBRFNm45BCfv7iI2GbRnM8zQoCGbjcl8soLQwE4fiaHuasO8uuBc8hlMgb2aMLEER1wer18vnA7O4+nodeqGNSpMQM7NqJJnfDKe0Z6PJzOLuRgajarDp4mtaCUiAAfHrq5E0PbNkYmE7A6XUycvpDzRaVMu+MW2sRFVZqvVxT5fv8Bvti5mxh/P74fMZyEoCunV7u9Xh5av4LNGal83384/epUH8MrSRJTTuzis+M76BVVj6+6DkdbTVhiqdPKa0dXsjnvDB2C43mn9XAidf5VtnWJHr5JWcWS7F009InmlabjidFV/aO2eKwszV7LuvxtKGUKbo0dTt+wble8QQAYXcVsKljEgdItqGVaeoeNpEvwABSymh/nix3nOFAygzTLThSCikZ+A2kROKbGmitXg9V1nnzrWvKtq7C505EJGsL0NxPlMwp/ddVrBP9WXO5krPZVWO2rcLlPAzK06i7odcPQawcil9W8MfffhdN1nMLSx3B7zhHk/za++onX/dm43CkUlT2F03WQQL/X8Pd58LrnaXNsI7/4VvTaYYQGfnNp3UWSJLZndiZY14OmIe/h8Jr56dxQ2gffTX3fgbyT9CDDIu9mY0ESHsnDWZOHxr6xvNHs9sv6/1cI+EVWz93L128sQx7mi3+0P9nFZn6Zdi+xsb/FemfnlzFv1SFWbT2JKEoM6N6Y24a1x+RwMnvjIbYdPofL4yUs0IduLerSsUk8rRtE4aO7PCZakiT2JmcyZe1uTmbm07FBLG+O60e4vw9FZisTpy+kwGRhxt2jaRJZ9SPogexsHlm+Co/oZdotI2gddeUFE7vbzbgV80kuLWbh8FtpGlLzY+2s5MO8un89HcJi+aHHaPTKK0cZSJLEkswjvHdiHXIEXms5mIHRV/aj/1p4gg9OL8QjeXm0wTAGRVw5LDDPXsAPaXM5WX6GRJ8E7q97G9G66n3dBY4sVufO5Iz5CIGqMAZH3k4T39ol9pQ5MzlSOpdk0yYkROr6dKNFwCjCNNW7rK6Gi5mgOZYl5FtW45Ws6JUJRPuMIcIwHKW85ieHfxMu91kstmVY7MvxeNIAORp1J3SaPug0fS4U4/pn3LzM1gUUlT2DXBZISOCX6DRX2gHn6pEkL4WlD2G1ryIqdCNqVZPr7tNomkKp6V18DfcS5Pfmpet4vPBpSu176Ra7DZmgZEH6/ShlWobHfM67px8iTtcAkRg2FvxKHW07TpoyWNzl5cs+h3+VgAO8/ehMDhxIwyaA5K9h1Mh2PHhvz0rtCkvMzFq+nxWbT+D2eOnevj5jBrYmITaYbUdT2XbkHPuSMnC4KjZBiA8PpFlCBC3rR9GlWR2C/SriuiVJYtGeE3y0YjsGtYppD40iITyIQpOFW3+Yj8Xh5KvxQ2kXX7UfOMtYzp0LF1NktfLTqFtoG13ZYr80Z5uVYYtmIRNgxajbCdJWHenxe5anneLp3StpHRLN9J5jqhVxqIgZn3xwCcfKshkR25KXmg9Ep6j6mEKHkXeT5nO47BxdQ5rwbMPR+KuqjneXJIlfi/cxI30hdq+dQRF9GBk9EE0VZWh/T7L5GCtzf6HAkUWCoQlDI+8iQhtX43lDRRXEE8YlnDKuxCVaCdU0pHnALST49EB+AxfovKKNfOtass0LMDmPIxO0RBiGEOM7Hh/V/1bVP0mScLmPYbWvwWpfj9uTDIBCHo1W0x2tugc6Tfe/pb64JLkpMb6OyfoTGvVNhAVNQy7zv+HjeEUjWXkd0Gn7EBr49XX3J0kSJeWvYrL8cFkseJFtK0cLJtEi9EtC9X3ZV/Qjh0vncGfCElbmzuKU6QADIx7l0+Rp9A8byPS0HXzT9mH2FeZg87h4tFHPf5+A79t6mtce/BlFmC+6CD8sTjdTv55IdNTlLoqL8y8tt7FgzWGWbTyO2eqgfnwIowe0pm+XRARB4HhqLkfP5XLqfD7Hz+dSbqmoF92qfhTDujbj5vaJKBVyUvKKuf+7xYiSxA8PjaJ+RDA5ZeXcP3MZWWXlfDSqPzc3qTocsMhiZfy8BRRarcwZN4YmYVdeIDtRlM/IpXNpFRbBrMGja1VffFV6Eo/vWkHbkGim9xpzRUG+iEf08s2Z7Xyf/Ct1fIL5sv1Y6vpU7SYRJZEFmTuYlroWH6WWpxuOpGvIlasDl7tNzMlYxrai3YSog7i/7m0096++9olX8rKvZBMb8udh91rpENSHm8NvRa+onUi4RTtny9dzvGwJRncWekUwzQNG0cRvMCp59QlWV4vJeYos0xzyrasRJSf+mrbE+d5JiK7n/2RYotuTic2xBbtjO3bnLiTJDCgvuFqGotcO+FNEtPI80ikseQin+yh+hgcI9Hv5Tw2HLCiZhMO1j7iIQzekP0nykpnfHpUikYiQOUBFMs/OrD4YVPVoHf4DxY5zLMi4j26hj4MsghnpHzMx/nneO/0zXUM6sDTrDJ2DGxGmjCHBJ4Q+kY3+fQLu9Yo8NuJLcorN2AVQhvkQEx3IN1/cftmjxT0P/kRBoYnoqAAcDjd6vZr4hmEcTc4lLbsEH72GAd0b07NjfZo2iEQukyFJEinZxfx6NJU1e5PILDASE+rPE2O6071lAumFZdz7zUI8osT0h0dTJywQo83BpNnLOJKVx1N9b+Lem6oOrcszmxkzex5eUWTpHRMIM1x5YWxpchJPbl7D7U1a8la3PrW6LivTk3hi1wo6hsXyU88xV8za/D17is7z7IFFuEUvX3e8lbbB8Vdsm2rO5d3TC0gx5zAksgOPJw5HVcUC50XOmM7xXepM8hwF9A3rxm1xt9Rojds8ZjYVLGJ38Tq0CgPDo+6hhX/tNySQJJFM636Oli0gx3YElUxPE/9htAgYiU5xY0u8ur1GcixLyCqfhcObh0HZgHqBTxKs7f6PcTXcaCTJg8N1EJt9PVb7GjzeTECBVtMdg3Yoem3/S9uF3bgx3ZRbfqDM9DECSoIDPsagG3xDx6iKYuOrmK1zqROVcsP6rNiR53NiwvehVFTkRaSWfc1541d0jl6DThHPgox7EZAxLGYKbyXdRwv/TuQ7NBwqO05rv24szt7Lj+2foJ5PhTv2Xyfgh7Ym4fKIvPHoLER/HR16N2LnwfN88M5o2rf9bQX6trumkpNbRrs2ddBqlaSeLyInt4zYmEA6d2tAZlE5Ow6m4vGK6DRKGiaE06pxNO2bx9G0QcXF2XUijS8W/kpaXik3t0/kuQm9K7Zv+3ohMkHgl0fHEB3kj9Pt4cVlG1hz4izj27fgxYE9LhXS+j1ni4oYPXseDUNCmD2ueuv6nd3bmHbsIB/17M/ohtXuh3GJJedP8PTuVfSIrMu33W6ptt7KRXJsRh7YM4tsaxmftRtDz4gruwQ8opcfz69ndsZWmvjF8V7zO6vM4LyIy+tiftYKVudtJlQdzKP176a+T50a55Rnz2Bh1rdk21Np7teJEdH31ipa5fcU2M9wtGw+qebtyAQFDX370TJwHP6qmkv7Xg2i5KHAupbUsq+wezIJ0LSnfuCz+Klr95n9W5EkCaf7GFbbSqz25Xi8OYAKnaYbeu0QdJo+11UXXZKcWGzLMZq/wO05j07Tj2D/d1AobuzndyXyi+/E7UklJnzHDevT48kmM78DfoYHCPJ/FQCnt5idWb2JMIygcfDrnDKuYHvBZwyP+ZxdJbs5atzF7XGv8NqpzxgY0YdFmSeJ1YXwVZtJCILw7xLwk3vP8eyQj1GqFYQ1jiPP4kDnr0P0U6PVqvh2ykQM+opQnbXrj/Php2uZ8ukEmjaJxusV2br9DHPm7yEtvZiwUF8GD26Jf4iBs2mFnEzOJTm9EEmCyFA/hvRqxvC+zdFrVfy89gDTVu0lPNCHKU/cglP0cvfXC/HRqpn52DiCfCpizD/ZuIOfdh2if5P6fDhqQJUCvfrMWR5fuZpJHTvwVNcuVzxXjyhyx6pFHMzPYcmI8bVa1ASYm3KUl/atpU1IND/0GIWfuubkFKPLxgO7Z3G6PJ9P242+YkGsi2wtOMY7SfMIVfvzSav7iNBW/0NNMqXwdcp0ytxGxsUMZ0hk3xqtVK/kZXvhcjYWLEArN3BL9P009Wtf47n8kXJXDkdLF3DGtBav5CHB0I1WQbcSqrmxvmtRcpNtXsD5sq9xi2WE6ftT138SBlX9GzrOPxFJknC6DmO1r8BiX4XXmwvIUKtaVSTTqNqiUjVBLgur9nP3eouxO/did2zBal+DKJWjUjYhwHcyem2/v+x8RNFGRl4zDLpbCAn46Ib2XVgyCatjLdFhv16ywk8Xv06OeTFdotehkAcxI3UM0brWtAi8m8+Sn6F7yFDOmG0cL09iUPhwpqSs5pOW99EuqMG/S8D3rD3Ku/dMQ++no7zcjuTvg+irZfCY9qzYdILOHevxxivDEQQBq9XJ+InfkVA3lE8+GIcgCKxZdphD+1PJLSjHKolk5ZShUSvp0S2Rvn2aUrdOCHuPpbN62ykOncxEo1YwekBrbh/entTcEp76ahkAU564Ba8Ad3+9gMYxYUx9cCRqZYU74eddh/hg/a/0bVyPT0cPQiGvbIk/v3Y9S04lsXDCOFpEXDlao8RuY/DCmagVclaPvqPGBcqLrMo4zdO7VhKh8+G77iNpGFBzUorZ7eD+3bM4aczh9RZDqtwo4vecMKbx3LHpaORKPml5H3UM1YfyWT02vk+dxb7Sw7QLbMnD9e5EW4NLBSDXns6CzK/JdaTTwr8zwyLvxqC8+uJMNk8px8oWc8q4HJdoJVrXhrZBtxOpq7zRxfXgES2kl/9EZvkveCUbobo+xPndg7+m5Q0d55/Kb4ugG7A7t+N0HeXitnOCoEEm+CPItAiokcl0yAQ9ouTA683D482+0M4HvbYvBt1ItOoef/nagsnyC8XG54kMWYZG3eGG9u32ZJFd0B2tuhthQdMRBAGHJ49d2f0J1w+mScg77Cn6nqOlCxhfZwar8xZxynSACbEv8UbSF4yMHsyM8wfoGNyQl5vc+u8ScLiQiGB1MqbB0yiC/JGF+GDw1zFgXHum/ridxx7uy4ihFeKzfOURPv9qA2+/fgtKCV5+ai4BgXpUaiUFeUYi44IIiQ8iKTkPm81FQICerl0a0KVjPXwDdcxbfYgNO8/g76vlufv7UjcumIc/W4zV4eLH58dxJq+IyTPXMKBVIu/fNuCSdTFjz2HeW7udse2a8/qQ3pXOwex00v+nnwnU6Vh6+4Rqa6fsy81i3PL5TGzWitdvqtzXlThUlM2kX5dicTv58qZh9I6u2RK0up08cWABuwpTeaxRTx5o0K1aiynVksczR37AI3n4sOW9NPKtvt6JJEmsydvMrIwlRGrDeLbhJMI1NSeOeCUPWwuXsblgMWqZlkERt9EmsEe18eZXwum1cMq4kmNlC7F7y4jVd6BzyIMEquOvuq/qcHnLyDTNJMs0B49Yjp+6FXF+dxKi64Xsf7gWyR8RRStO9zFc7mQ8nnREyYwo2pAkB5JkR5SsyAQtMlkQalVzNKq2qFWt/rZ6LZLkJCu/C3J5GJEhq/6U9Qyj+RtKy98iNPAbDLoRACSXfEiG6WfaR85HKY9i5vlbqe/Ti6YBt/Hx2SfoGzaG/aV55DnyeajuA4Rp/QlW+/37BPwir43/mhOHM7AqFEgGDR99cwfzlh7k4OE0vvxkAo0aRuL1iky463vCQnxpnhDO/Bm7mLvqSQICDWzfdIoZ07aRk1VKYuNIWnSqR3aBkb37U3E6PQT467hlWBuatIjhyxnbOJtWyPA+zRkztA33fTCfAB8dv7w0nlk7jjBlzS4eH9SFe3r/9oj/yYYd/LDzIG8N68uoNpX9oWvPJvPoilW82rsnd7SuerPgi7y+czM/nzjC7CGj6RJduxA7gAKbmfu2LSKprIAPOg1iZDX1Uy7iFr28cmQ5K7KOc1e9zjzTpHp3R46tmKeOTMPotvBWszuqLE/7R06Un+Gzs1ORCQJPNXiAxn61212nwJHFoqzvybCdJV6XyPDoe4nUxtfq2D/iFh2cLFvK4dI5uEQbzQJG0C7ozutK068Kj2gl17yETNMM7J5sNPIIonxGE+kz8n8uXf/fjiRJlBhfwmSdTkTwArSarn/SOB5yi4bjdqcQFbYBpSIOt2hmT/ZglDI/OkQtYVfhN5wyruD2hPnMy/yOAkcWHYNu5/vzM/mo+SvE6ivCka8k4P/4eKjhD/bGXmpC4ZWQy2XMmb6D554ZSHCQD2+8s5xykx25XMboW9px/GQ2odGBCAIsmr0HmUxAr1IQE6CnU4e6FBeaWfDjr5iyjbzzynDee2sUDeqH8+MvO3j9tSX0b9uA8UPasmzTceYsPcBb9w7gfG4JUxbv4N7e7ejfKpEv1+xiR1Lapfk90acLnRNieXv1FlIKiyvNv3+D+nSJi+OznbspsdmqPdfnOnSjrl8Az2/bgMPjrrbt7wnT+TCn73g6hsXx7O5VLD1/ssZjlDI577Yezvg67Zl+bjfvn1hHdTfzKF0w37R9mChtEM8d+4m1uQdqHKOZX0PeafYcPkof3j79BVsLd9fufDQxPFTvTUZHP0SRM5cvk59jZe4vuLyOWh3/e5QyDa2CbmV8nVk09hvM8bIlzEu/i1Tz9mrP92pRyPTE+t1Ol+h1tAj9Ep2yDqnGL9mZ1YujBQ9TZNuKKHlu2Hj/cW24PWkUlt6HyTodP8MDf5p4AwiC4lJ8eW7RLbjd51HKfEgMehGLO4VC6waaBdyCiJcz5WtpHdANo7sEX2WFLKda02se459ugQN889xcVs7fjyzAgFut5NX3RhMc6c+jT82iXZs6vP36SDweL3fd/yNKpZzm8aFsXHOcqXMe5NvXlnJk9zkABLmMFt0TScsqpbTEQs9+TWnXqR5nk/M4m17EiaQc+vVpSmC0H78s3cejd3Qnx2xm3uYj/PTCOOrHhDBxynzyyswsfPo2wgMq4peLLVaGfz2LUF8D8+8fV2lRM6W4hME/z+DWls15vU/17pHdOZmMX7GAFzp244FWV7eY5/C4uWfbQvYXZDGj9zg6hddsxUuSxPsn1jHz/D7urd+FJxv3qdYSN7vtvHZyJgdLU7in7s3cEd+7xsdPq8fGp8lTOVl+hiGRfRkfO6LWbhGbx8zavDnsK91EkCqc0TEPUddQdQGu2lBgP8P2gk8odp4jVt+erqGP4ae6ctLV9WBzZ5BjXkiueRkusQS1PJwon1FE+479f7cBRU14RSMu9xnc7rO4PCm4PelIohVBUKGQR6FSNkatao1CEYNcFnxVLg9J8mJ37sJk+RGbYyOCoMbf50n8fR75S/zuTtcJ8orHIZcFEhW6DkHQsiu7PxpFJG0jfmZp5uPYvUaGx3zNG6fupnfYSGZm7KRPWFcmxo8B/sUWOEDXIa3A6cZrdeHnp2XZgv00TIzgoft7sWdfKvMX7kOlUnDXHV3JyCyhRacE1BolX328lvteqIglveWurvQZ3pqjW05j8IoMGNySHVuS+PCNZSyfu4/Uw5l0bB3Phk0nsRRYuKltAt/P3cWIm5oSGmDgg9lbUMpkfHj7IDxekZfmrr9kwQUb9Lw2pDen8wqZuedIpfnXDw5ibPNmzDt2glyTqdpz7RwVS9eYeKYePYDN7bqq66RRKPmu20jifAJ4evdK7LWw4gVB4Plm/Rkb35YfUnbx07nqrWQfpZYPW9zDzeGt+fH8er5LXVOjJatX6Hix0aP0C+vOytyNfJnyE26xdk8YOoUPI2Me4IGE15EQ+S71NRZnT8Xutdbq+D8Spm3IqLjv6BL6MHn2k8xLv4v9xdPxiM5r6q86dMo46gc+Q9fYrbQI/RKDKoHzxq/YkdmLE4XPUuY4eEOfAv5NSJKE1b6WwtInyMxrT0ZuI/KKRlBsfB6zdR5ebwEgIEoWbI5NlJS/Qm7RIDLzmpOeU4fMvPbkFg6nsPRxys3TsDt243Kfxe3JwO1Jw+E6isW2lKLSp8nMa0l+8VgcroP4+zxBTPheAnwf+8sWTdWqZoQFfo/bk0qp6T0EQUa4YTBljv24vCXU9+mF0ZWJw1tEkCqcAkcWoeoQCh0lNfb9jxfwtT9u5qlur6DAi0ouINpcnDyWSUmxmRFDW9OjW0N++PlXTpzMpnvXRAL8dazfdIq7H+rFkQNpnDtXCIBaq+Sp90bzzvR7cFicbJm7l9tv78JXP9/LL4sfpXXbOhzaepY2zWJYtfYYbepHIZPBL4v38fS4HpzNLGTOpsPEhwbw9NBuHDiXxZrDZy7Ns2/jenRvUIdvtu+j1FrZVfJgx/ZIksSsI0drPOfH23SixGFn/umaXSF/xEel5t2OA8izmfnx9P5aHSMIAq+0GMjAqKZ8cmoja7OrH1chk/NC47EMj+rE3IxtzEjfVOMYckHO3XXGMSH2FvaUHOSDM1/juAqXSIKhCU81+ISuIYPZX7KJj888yanymt04VSET5LQIGMX4Or9Q19CNgyUzmJs28Ya7VX4bT0movi+tw3+gc/Qaon3HUmzbxsG829mV3Y/k0o8ote9HlGrvNvs343KfJq/oFgpK7sbm2IBa1ZxA35cID5pFbPgB4iNTiA7bSGToEqJCVxMXeZzY8AOEBf1MkP87+BruQaNuB4DdsY2S8lfJKx5JdkEPsvI7kpXfmdzCARSWTsJqX41G3ZnQwO+JjThEoN/kv6WsrlZzEz762zFZpuPx5BCq6w1IFNm2E2+oSGLLsO4jWB1OibOAIJU/ZS5jjf3+o10o+emF3NfsKRxWJ4JKhTwwAMnXgBBkoH3nerz+4VhsNhf3P/wzHo+X77+6k7XrjzP1p+18/P5Ypn26HqvZQahGRVFeGVPXPYNGq8JstPHRs/M5sP0MA8d1YNJrFSGJb72wkN07zxLdJJKychu9BzdnzqqDzPhoIlOW7eBIcg7L378HX52GMZ/MwuH2sPS5Oy65TFKLShj61UwmdmrN5P6VC+88uHQ5x/Ly2fngfVUmAP2eEUtmY3Q42HLr3de0Qn7ftkXsK8hk+/AHCVDXXGsFKrZru3v3DJKMucztdi+JV6grfhFJkng3aR7r8w/zZrPb6RHavFbjbCvczfeps4jXx/BCo0fwVV5dvY1sWyoLs74lz5FB24CeDI26C4382jdpyLEdZUfBFEpd54nSteKm0EcIUl9dudKrxSvaKLCuJ9+6llL7HiQ8yAUd/po2BGo6EKjtiI+q4WW1pf/teMUyjKbPMVl+QZDpCfR9Dh/9+OuORPF483C5kxHFMiTJBQjIZH4o5BGolI3/1GsoiTYQC0FQI8irL+zm9mSQld+RAN/n8fd5jJ1ZvfFRN6Zl2FfMOj+BIHUCdima48Y9hGp6cLL8DN+0eQ/4l7pQwuNDWZA3jSl730VyudBrlSgEiIv0Z8+OZLZuOIler+bVF4diLLfz2ltLGT60NaEhPsyet5eHnriZgvxywhPDKcorZ963WwDw8dfx+vcTGX1fD9bM28cnzy3A6/HyzKvDCA/3x1ZkocxoI9LfB61Gxc9L9vLoyK7YnC7mbTqMTCbw6MAuZBYbWbz3N2s1ISSIQc0TmX/wOEZbZetyaONGFFmt7M/OrvHcJzRuQVp5GYfyc6/p2j3bsjtWj4svj++q9TEquYLP243BR6nhsf3zsbirt5AFQeDZRqNp7BvLe0kLOG/Jr9U4PUI780zig2TZcnn15EcUOiov/lZHtC6BR+u/R6/QWzhUto0vk58j155+VX38nihdS8bET6Vb6OMUO1JZkH4f2/M/w+4xXnOfNSGX6Yj0GUHr8Kn0iNtDi9AviTAMw+HJJaXsY/bljmJ7ZheOFTxOlmk2FlfKv9bdIkki5ZbpZOd3o9zyA3rdcKLDtuFruOOGhBEq5BHoNN0x6Ibjox+Dj340em0/1Kpmf654O3ciFbZDKu6HVNQdsfxFJPHKrj2lIg61qi1We0XYYrCuB6X2PYiSiyB1AkZXJn7KIGxeC35KPUZ3OaIkVjuHf7SAl+SV8d1Tv6BQKWjTrwW24jK8VgfZSbnExgcz+6cdOB1uEhtE8ORj/Th+MpuVa44y4ObmHD2WQWRcED37NWXbliQ692/GwmnbSTlZIZ4ymYxR93Rl/MO92briCKPavMbqWbu59+E+FOeVEx7qy9x5exnaqxnb9iZjUKvo1iKBRduO43J76Na4Dq3qRPLDpv24Pd5Lc76nS1tsLjeLDp2odD496tRBJZez+dz5Gs+9f90GqORyVqeevaZr18A/hDEJLZidcpgMc1mtjwvWGPi03WhyrEbeO7GuxvYqmYK3mt2BTq7mhWPTMbmrj7S5SJvA5rzS5AnMHiuvnPyQDGvNN7Xfo5Ap6R9xKw8kvI5LdPBVyovsLdl4zSInE+Q0DRjOhLozaeo/nKTyVcxOu41jpQvx/smuDYXMQKi+L42CX6Vz9Cq6xWynaciHhOh6YXKe4EzJ2+zJGcr2zC4cL3yKHPMSnN6ru+n9XXhFI/klt1NifBGlsgFRoesIDfz8X7WhxJWQzJ+ALBjB901QNAb7IqTyydUeo9f2x+U+icebT5C2E17Jhsl5El9lBCZ3Lr4XavloZQq8kojJbam2v3+0gAeG+/PYt/cR2yiaZ6c/jE6jAJcLr9tLXLgfWRnFfPv5egBu7tOULp3q8920rXi9IpIEGzad5P5H+yKTy3Cr5AQEG/jw6Xk47C4kSWJs4jMs/GgFb0y9i7j6YayYuZuON9UnMioAg0xOUbGZCD8DXlFi7a9JjO7ZAqPFzq/HziMIAvf37UBhuYU1R37zhSeGh9A2LooFB08gipeLiU6lpF10FHsyMms8d4NKRafIGLZnpV/z9XuyeVfkgoxPj/16Vce1CYrj7vpdWJp5lH1FaTW2D9H48U7ziRQ7y3nz5Gy8NVgNF0n0SeCNJs8gF+S8fuoTks0139j+SF1DY55I/Ii6+sYsyZ7K/KwpOLz2q+7nIhq5L13DHmVs/I+EaRqzq+gb5qXdzXnzzr/MAlYrQokwDKFJyLvcFLOZLtEbaBz8DsG6rpQ5DpJU/BK/ZnZlX85oUko/o8S+B6949SGWfzZebzG5hcOxO3YQ7P8+EcGLUKtqzlH41yBoQcxDsnwOnqSK1xTVR35p1RVhiw7nHvw1bQAwOg7jr4rCK7nRXHDHymUVRqHJba62v3+0gAuCgFwuR6VWEhQRwOD7+yDZHSgRObTlNMNGta1Im9+XiiAIvPz8EJo3i2HpisPUSwhl7vy9CHKBcXd0Ye/OFIbe053stCJ++GA1AL1Gd6BT/xa07daA0ff1oKTQxJuTZtC7fzPSz+YTFKjnxPEsmidGsnVPMu0axRIaYGDlrlMAdE6Mo35EMD9vOXiZWI9u24yssnIOZ+ZUOqd20dGcLS7G5Kj5B9cpKpbzxlJK7LWzav9IqM7AXQ3bsTI9iRTj1Vlskxp2J1rnz1vHV+MRvTW2b+wXy+OJw9lfmswvaTUval4kWhfBm02fxVdp4J2kLzhtuvqqcAaFH3fXfYF+4WM5Urbzgkul5htPdQSq4xkS8yGDot5HJshZl/sKy7OepMB+puaDbyCCIKBTxhDlcwtNQz6gW8x2OkYuIcH/MWSCiozynzicfzfbMjtyOP8+Mk2zcXhq58r6M/GKRvKKx+HxZhARPAdfw/XvpPNPQ/B5GjRDQdkewf87hJDdyHyqt8BVysYIqHG6jqOSB2JQJVJo20TIhZo9HrEIqNgCEKDc8y8W8D9y0y0dEB0O3CYrToebuMgAouOC+Oit5ZSVWNBolDz12M24XB7OpRZitbnYvjOZ0RM6ExkdwIZ1xxl+502snrOX/dvO8Ow3dzH5+3vYvvQgDZpE8uibIzj461lKs0oRgOiIAI4dz6Rb+/qkZBRRWGymV+v6HDybhccrIggCd/dqS2pBKduTfrMe+zSqh06lZMmRU5XOoUVExcLgqcLCGs+3eUhF29MlRdd8ze5r3B6VXMEvZ68u/l4jVzK56c2cNxezJqd20TBDIjtwc3hrZqRt4rQpq9ZjBasDea3J0wSq/Hn/9FecM1+9+MoEOX3CRnF/wmsXXCovXZdL5SJxhg6Mjf+RbqFPUObKYHHmQ6zPfQOj6+pcPjcKQRDwUTeibsBDtIucTY+4vbQM+5Zon7HYPTmcLXmbHVk9OZR3NyW22q9/3EgkyUlB8Z243CmEBU1Hq7npb5nHn42gaoPM/2NkAV8iaHoh1CK2XxAUKBR1cHsqvuPh+kGUO49hkOnQyH0pc55DK9dj95YD1BiJ8q8S8ISW8cTUC0WOhEIh4/COZF5+exQWs4MP3liGKErExgTx3pujCA2piGzIzCxBpVZw36N9yUwvJjQhlDqJEXzx0iJKCkx4XB4i64ZitzoZOK4jTdrEk3YqB61OhRIBk9lBdEhFUaVDJzNpWjccp8tDak6FRXtzy0QiA335ZdtvBeF1KiX9mzZgQ9I5XJ7Ls+8ahlT4/lKKa47xrBdQ4Q9LLau57ZUIUOvoG12f9VnJVy1mvSISqe8byo8pu2p1rCAIPJ44nEC1D5+dXVrjAszvCVT580rjJ/BT+vDema/Isl3b4m2CoQlPJH5EgqEJS7KnsiDra9zXGeNd4R8fxoQ6s2gbdDsZlr3MTZvI1vyPMbv/XmtXIdMToutBYtALdIleQ+eo1ST4P4rVfZ7DBfdyrOBxXN7ar4FcL5IkUVT2PA7XPkIDv0Sn6fGXjf1vQSEPvxDnDkHaihBCi/sM/soYzJ4C/JSBuMUKN2D5v9mF8kcEQWDiG2NxmSx4LHb2bT2N3WRn0pP9Obz/PAtmVVgcbVrHc8+dFWF8KlWFT6lzt0RatIln1o+/8vAbw7HbXLz/1BwUSjmJreKJb1SRjRcY6oPN4iSuTgiuC7v2ZKUX4++r5dCpLFrWq2h38EyFhamQyxjbuQWHz+eQVlB6aa59GiZgdbo4nHm5EAXrdeiVSjLKjDWeb4hOj1ImI99a/UJGTXQIi6XYYSXHWn0S0R+RCTLurteZFFMhe4trZxUbFFruSxjAGVMWWwuPX9V4geoAXmr8OEpBwbunv6TIeW03LoPCj7vqvEDfsDEcLvuVb8+9Rpnr2p9iLqKS62kffDe31Z1NU/9hnDVtYPb529ma/9HfZpH/Eb2qLnUDJnFTzAbqBTxJkW0r+3JHY3Gd+0vGN1tnYrHNw9/nSQy6YX/JmP82ZDJfRKlCmC9G4YiSB4/kRCGokeBSprJHqt59+a8ScKhwo4SG+4LdgVan4uvXl9F/aEu6927Mz99v5dTxCmHt06sJH7wz+pKQC4LApKf6Y7U62Lb1DA+/NpyTB9KY+82Wy/oPiw4kP7uUmLhgstNLqJcQyoFDabRpEsPR09mEB/kSFx7AvqSMS8cMbtsQgI3Hf/PftouPRi4T2Hv+cleCIAhE+/mRVV5e47kKgoBGocDhub4aGvX9Kh7tUk1XL4j9o5rgp9SyJONwrY/pF96auoZwfkxdXyv/+e8J04TwQqNHcXpdvJ30OWWumq9TVcgEGX3DR3NH/LMUO3P5MuV5Ui2VXVrXgk4RSNewx7itzmwa+w8m2bSJOWl3sDbnZXJsR/4R4X4yQUUd//tpFzETUXJyMO82TM4bc/5Xwuk6RrHxFbTqngT4PvOnjvVvxiuWIggVJaNNzgr3pF5Zh3JXDr7KCCyecnS1LLZWKwEXBCFdEIQTgiAcFQTh4B/ee0YQBEkQhL+kuINMJuPmiT2Q3G4Ep4u0s3mcOpTOEy8MJizcn3dfWYzZZEcmE2jfti4q1W9xpnUSQhk4tDWrlhykQatYeg9vzeyvNrF99bFLbZq1rYPH7cXPR43ZZCexXjhJp3OpFxdCQbEZs9VBu4axHEnJweWuENYQXwMNo0LYm/xbdIlBo6ZReChHs/IqnUOoQU+hpXap4KIkIbvOxZ9Ygz8AOZarF0O1XEm/qMZsyTuLy1u7G4lckHFP3ZvJthezPv/q9xqM00fzfKNHKHOZeDvpixpDqaqjiV87Hqn/Hjq5gWmpb7KtcPlVuXaqw6AMoVvY49xedy5tAieQZz/B8qynmJd+F8dKF+HwXtvN50bip2lBu4jZyGV6Duffi9V1fYu7V0IUbRSUPoRcHkxo4Ff/uH1DRcmB3bGDkvJ3yCkcSnZBXwpK7sVk+QXPBXfGX4HDeQiHcxc6TX8kSSLHvAitIganpMIt2fFVxmL1mPC5EE5okFefhHc1V7mnJEktf58NJAhCDNAXqDku7gbSbUwnRLsdS6ERuVzG+oUH0Bs0vPjWLZQWW/js3ZVXtIJuv7c7arWCH77azGNvj6RJm3g+e2EhZ45VnILDXlF/pF5ixXZrGoUct9uLTlWxbVlWnpHOTeOxO90cPfebe6RD/ViOpudid/0WM9wsOpyTuQWVwgmDdDpKaxFZIkkSdo8HbS22TKuOYG3Fhr/FjmurH9IjrAF2r5sjpbVfmLwpuAkNfaL5JW0TbvHqnyAa+NRlcsOHKHAU8d7pKdivoRLhRUI1UTxa/32a+nVgTd4sfk57H4vnxomrThFIh5B7uKPuAnqFP4dSpmVX0df8nDqajbnvkGc78bda5TplLG3CpwMyjhQ8+Kf4xIuNL+HxpBMaMOW6tli7kUiSF5t9MwUlk8jIbUxe8RjKzd8DEnJ5KE7XCYqNz5OZ15KcwqEYzd/j9mT8aZ+VKFopKnscuTwCf5+HKLZvo9x5lDi/O8m07gVAJgsAQC6rsMBDNdXbxdd7m/wMmAz8pd/OuEbRNGgVh0Iu4KtXsnnZYY7vP09i4yjueqgXO7edYdWSqi2/gCADt97Zlb07kzl1LJMXv7wNvyADkyd8z4bFB9iw+CAKpZy2N1VsjOB2XhDkC0ZbToGRtg1jkMtlHDj9232rff0YPF6RY+m/iXqjiBCsThfZxsvFIkSvp9hqq/GLYnW7ESUJg6p2O/RcCaVMjlauxOy+tsW81kGxABy9CgEXBIG76vYj31HG+rxr2/G7qV9Dnky8j3RrFp8nT7suy1kj1zIh7kmGR93DOctJPjv7LCnmq/PR14RCpqahX39GxX3L2Pgfaew3iAzrHpZmPcbCjAc4U74er3h1BcpuFDplLC3DvsLpzedYwaM3tO6Kxbbigt/7CbSa2m9O/WcgSV6s9nUUlT1HZl5b8ktuw+7chkE3irCgGcRHniEqdCURwbOJCd9LdNhWAnyfRZKslJa/TlZ+RzLzmpNXNJ4S42uUm6dhts7HYluBzbEFUby2p0GPt4D84vG4PecJDfgSt+jgdPGb6JX1CDcMJ6l8NeGaJuTYcxEQsHoqnrrjdNVXyqytgEvABkEQDgmCcD+AIAhDgRxJko5Vf+ifwy2PD8JpslCWUUhwmC/fvbUCURQZNb4TbTsm8P2XG0g/X3Wo3oixHQgL92PalE34Bxn4cvGjxNQN4bMXFnFoRzJN2sTj66vFx1eL11Xhw3XbXQgCZOSUoNOoSIwJ4WjKb3HerepEIpcJHEz97bV6IUEApBaVXjZ+iEGPy+ulvIZY8HJnxfv+6pq3JKsJQeCaLQs/lZYonT/nzDWHPv6ejkENaegTzcz0LVftC79Im4Dm3F13HEeNp5iTufSa+riIIAh0Du7Po/XfQyvXMe38W6zJnYWnlpURr4YgdV26hT3OxISFdA97Cq/kYkv++8w4P46DJbNweK9uQflG4K9pRePgdzA6D5FS+skN6VOSPJSWv4tK2ZQA36dvSJ/XNg8X5ZafyMq/iYKSu7DYFqNWtSA0cBpxEUcJCfgQvbYvMtlvLglBEFApGxLg+xTRYZuJCd9DkP+7aDW98YqFmKwzKCl/laKyJygsfYD84gmk5zYmt2gURtNXWGyrsNhWUFr+HvnFd5NTOJSs/J5k5d9EfvFdlJZ/TLnlJ4rKniW7oCdO9wlCA79BpmjA4fx78Ygmmoa8z4my5ZjcubQNvoMk00Hi9Q05Xn6GGG0k/qrqtxWsbSGCLpIk5QqCEApsFAThDPASUOMOpBcE/36A2NjYWg5XM11HduCrx37CDrRqX4eNK4+xdv5+Bt3akWdeGcaDt33Pe68s4csf70GtudwFoVIruPPBXnzw+lK2rD9BnwHN+XTBw5w/k4vL4aF+04odsYNCfDCVWdHr1RQWmakTHczJlAqfdpvEaOZtPorN4UKnUWHQqGkYFcrB1N+iEeKDKh6HMkqMl40fZqh4PCq0WPHXXrkIU5mjIpTIX3PthZqgYvcdm8eNj0p9zX3E6QPJtJTW3PB3CILAxDp9eeH4dDYXHOXmiDbXNHbfsG5kWnNYmbuROvpYugS3u6Z+LhKhjeOxBh+wMvcXthUtJ8VygltjHyNUc+PrgitlWpr4D6Gx32CybAc5VrqQ/cU/crhkNo38BtAiYDS+quqLIN1IIgyDKXceI9P0C77qZkQYBl1Xf1b7OjzeDML8f/xbCm9JkgezbQFG0xd4vJmoVe0I9HsJvfZmBKFq16MoeRAlJ3JBd1lykVIRj5/hrt/1LSKKRkTJjCQ58HqLsDm2YHdup9T0zu96lKNU1EUuD0OpDEFAwOlOwuaoKEUhCHp0ml4E+D6FJAvmUN5E7J48WoZ9jV2Us7/4J+oYuqKShZPvyOTmsPHo5B5CNUE1nn+tBFySpNwLfxYKgrAU6A7UAY5duADRwGFBENpLkpT/h2OnAlOhohphbcarDUqVku6jO7Fu/n72rzlC8w71+OGD1bTt2oCw6ECeeWUoLz81lx++3szDT/evdHzPfk1ZPHcv07/bQteejVBrlDRqeXkabEioL0WFZuJig0hLK6JloyjWbk/C7fHStUUCM9cfYsuhFAZ3aQJAm4Ro5u44itPtQa1U4K/TYFCryC673IUS4VMRo55rNtEg5Mo+rosWeIDm+izwi7VQYi4sZl4L0foANuQmXfVxnYMbUUcfztzMbfQLb33N2XgT40eTacvh23MziNCEUtdQ+y3nqkIlUzMy+n4aGFqwOPs7vkiezICICXQOvhnZnyBEgiAQq29HrL4dJc7zHC1dwCnjSk4al1PPpycdQu7FV1l99ccbRYPAyZidpzld/Cq+6ibolfHX3JfFtgS5LAyd5uYbN8FaUFFPfDVlpvdxe1JRK1sS7P8uWk2vK37HzK5ksspnUmjbhFs0IiAnTD+AWL+JlDuPYXdnIhOUqOTBaBSRaBQRqOUhqOQRyAQVKBMvJSV5vcV4xSIkyYtSmYBMqGxkSZIbr2hELvNFENRYXOc4nncXdk8urcOmYhFlbMh9Dr0iiB5hT7M6by4KQckRYw52r5s74kfVeB1qFHBBEPSATJIk84W/9wPelCQp9Hdt0oG2kiT9pRV2eoztzKoftlAuk9OwUThnj2cx9b1VvPL1HbTvXJ8RYzuwdP4+2nVKoH3nyzf7lckEHnisL88+PIPlC/cz5vYulfqPjQ/m6KE0+nfswKq1x7hlTHuWbDjGgeMZdGgZT4OYEKYs3kHPNvXRa1S0rhPJjG2HOJ1dSMs6kQiCQFyQP+nFly8axfhVPBZlGqtfSLsYPni9i5gnSiruqY0Crr0Ocow+EKPLjsllx1dV+ycCQRAYE9uVD04v5JgxjZYB11amVSFT8FTi/bx4/H0+Ovst7zZ7gYAaHi9rQzP/DsTpG7Aw61tW5E7nqHEnt0Tff817cNaGIHVdekc8T4fgezhetpiTxmWct+ygdeB4Wgfeilx2fWseNSETlDQL/Zg9OcNIKn6FtuG/XHPUiNN9DK3mpr/U+na5z1JcNhmHaz9KRSJhQdPRaW6+onA7PHmkln1FrmUpckFLiK4nBlUiDk8euZYl5FtXASAXdIiSG4nKLjWZoEEuaFHK/dAp4okwDCVA0waF3BeLK5Vy5zGMjiPYPTl4RBMaRTgaRSQKwYBXsmFxp2J0HEQu6Gga8hlJ5gMcK1tEgCqWgVHvkmPPZH/pZroEDyRO354CR1GtjJ3aWOBhwNILnSmAOZIk1Vym7i+g6U0NCY8OwOKWsW/dMcZP6s30T9axcclB+t7Slnsm9ebowTQ+fmsF3896gICgy2MrW7SJp12nesyfuYtBI9qgN1xu6dZvGIHb5SU8xAeXy0OAXoNGrWDv0XQ6t67Ls7f25L4PF7D18DkGd25M87iKR+GTWfm0rFMRxVIvNIjdqZcH6QTrdehVKtJKq48GuBg+KF7nqvhZYxEqmfxSPPi1EKuvcAdl28pofBUCDtA7rCVfJa9kVe6+axZwAD+lL882fIhXT37Ex2e/5bUmT6OSXd/NDcBXGcDddV7giHEHK3N+5ovkyXQO7k/fsNHoFFdXq/xqMChD6Bz6IM0CbmF30bccKPmZc+at9I54gVBNzZtGXw8aRTgNAp8lqfgVskyzifW7/do6ktwI/Lk3nEtDSR6M5i8pM32OTGYg2P8jfPTjrliS1uEpIKP8R7LN85EkiVjfidT1fwCX5EWSRAzKEOL97qHEsZsAdVu0yljy7Ul4RQsCNuS48YrlOL3FeCUbXtGGWzRidByluGhbpfHU8lD0yrqolXWwe/Iwu87iEa3IBTUaRQQJ/o+hVDZnff4ULJ5CGvsNpnPIgxwx7mZ5zk/o5P6cKi9nQHh9Wvo3qdU1qVHAJUk6D7SooU18rUa7wcjlcsY8O4wpT88iw+Gh15CWHNqZzLdvLad5+7qERQfy/Ju38Mhd0/j03ZW8+fG4Sne1ux7syaSJ05g3Yxf3TLp8v8rouAoflPZCCOH5tCKa1I/kZHJFpEnL+lEE++nZczKNwZ0bE+yrJ8RXz+ns3xb7GkeEsvzoaQpMFsJ8K24ggiBQNzCA86XV+5T1yoofhtl1fangmRYjUXo/FDVsIlEdUTp/AHJt5TT2j7yqYzVyFX3DW7Em7wCPNxiGj7J2G0xURbw+hkfq3cUnyd8zNXUWD9e784YUSRIEgdYB3Wjo04r1+fPZXbyOw2W/0idsNJ2C+qG4ATeKK+GjDOXmyNfIsPRne8GnLM18lO5hT9HQr7Lr70YSaRhJoXUjKWUfE6zrgU4Zc9V9qFUtsDk2IYq2yxYIbzRuTzpFpY/jcO1Hrx1BsP+byH9Xe8TlLaXIthW314ggyDE6DlFk2w6IRBiGEef/AFm2UyzLeo4iZzIAAao4AtV10Mh9sZqOkm8/VSl2Xy3zQasIQCXTIUOOBGhkHQjUGVAJLgTJAzI/3OgwuU1YRTsySYFe2RBfbTA6eSAyQY7DW84Z60EyrIswKEPpHvYSp80pfHT2ScrdpfgqIzlVbqdVgOqqvs/XX039b6bX+Jv45ukZACz+ZiNPvT+GhwZ/ymcvLuKd6fdSJyGUex/uw7efrWfVkkMMGXn5phb1EiPo3b8ZS+btZcjItoSG/fZYHh7hD4DD6sTPT0tySj6NEsKYt+oQTpcbtUpJ68RojqTkIEkSgiDQMCqUpN8JeIvoCqv8WFYe/Zr85sapFxTErvTfsjmrIkRXEb9dcJ2p9CaXgwD19S2Ehmsrrkue/drip4dEdWBZzh7W5R1idOz17QTePqgVo6OHsDB7JfH6GAZH9rmu/n6PTuHDiOh76RjUl1W5M1iZ+zO7i9cyIGICzfw6/qkV9eIMHRitmcrGvDfZkv8BVk8xbYJu+9PGEwSBRsFvsiv7ZlLLvqBZ6MdX3YefzyTyikZSVPb0hQSeG+tKEUUbJstPlJk/AZSEBEzBR/+bb9jkPEWacSqFtk1civUF1PJwon3HEmkYS7b9LEszJ2P2FBCkrkuH4HvxSiI5tiPk25NwiVZUMh8MijjCtPGIkgyXaEKUHIiSHVGy4xJFwIMMOVZPBhm2yjVwdPIgVHIDkuQlw7MPj3R5lJlBEUYD30Fk2R38kvEdSpmaBoYW+Cpl7CxOpmtwJx5MuAOFrPbX8F8v4Ho/Pa16NuH00SxWTNtKv/FdeOCloXz+4iIWfL+VWyf1Ztjo9hzYc46pX26gZdt4YuIudyVMvL8n2zedYs70HTzx/OBLr/v4alGpFZQWm6mfEMa51ELu6JbIrOUHOH4ml3bN42hRL5IN+89SUGYhPNCHxtGh7DqTjs3pRqdW0igiFJVCztE/CHhicDBLTyVRarMTqKtaXCN9fJAJAhkm43Vfp+vVnQCVDqVMTqGj+uI6V6K+TxSNfWNZnrOHUTE3XbcQ3hI9gAxbNrMyFhOvj6Gp3411OURo47gv4RXOmo6yOm8GszI+JUabwIDI26hnaHpDx/o9WoUfg6I/YGv+h+wr/hFJEmkbfMefNp5GEUac312kGb8j3DaIEF3Pqzpeq+5EoO+LlJreIb/ETGjgFOQXklGuB6+3BLNtHuXm7/GKReg0NxMc8B6KC9uWSZJEmvFbUo1TUMh8ife7m3D9ILTKGETJgdlt4oxpLTszn8AlWglU1SXOMJxsu5Fluetxir+vGa8FPEDuhf9qRiAQuSAiR8KLDK8kQ0IAKpLlAlV1CVWH46v0QSko8UoS+Y4CNhbuQyFT0iloEOUuFduLDmL12ugVehP31Z1wqQZKbfln5bteI52GtMWSX4JSrWTJNxvpN7ItPQa3ZNaUTZw+koFMJvD0S0NRqZV88PoyPJ7LY5LDI/0ZOLwN61ceJSPtt6JHgiAQFOxDSbGFhLqhpGcU07JRFCqlgl2HK8rHNq1T8YU6lVYRXtgkNgxRkjidU5Geq1LIaRIRypGsy78YjUIrqhKerqasrFquIM7Xn+TSa69GCKCUyXB7ry0O+yKCIBCiNlB0jQIOMDy6E5m2Ig6XpV7XXKCi1smkehOJ1IbxefJUChzXX6yqKhJ9W/JEg48YEzMJs8fI1NQ3+CH1bbJtV7/5RG2RCwp6hT9Hom8/9pdM51jpwj9tLIC6/g/ho2rEyaIXsLsr17CvCX/fRwj2fx+7YzvZBb1xOGu3mfYfkSQPNscWCkruJyOvNaXlb6NSNiIiZAnhwT9fEm+PaOFE0TOkGqcQoR/CTTGbqBfwJE5JyZHSRSzJnMz8jLs5XrYEH2UdFPLWHDGZ2F68E6vXRBPfDjT160m4uhUaWSJ2bxRFjkBy7P5k2QLItAWSYQsk0xZIli2AbLs/OXY/8hx+5Dt8KXT4UOT0pcDpR5ErAKsnBIlI5EIcekV9glWNUMv8KXYWc9x4hL2lOzhs3ItbclHPpz0ymjAvay/rC3bS1K8hrzV+ivvr3nbV4g3/IwLeY2xn/IIM6HQKdq48QmlBOY+8MZyQCD8+fHoeVouDoBAfnnxhMMmnc5n1Y+Udaibc3Q2tTsV3F3b4uUhAoJ7SYjMJCaG43V6Kisw0bRDB0dMV8d71o4ORy2UkpVUI9sWFzGPpv9VAaRUbyancQpzu31LKm4RVBPGcLKi+DkPj4FBOFV9frQa1XIHzGhNpfk+QxkCJ89rS8QF6hrbAV6FjRc7e654LgFauYXLiJERJ4qMz32LzXPtOPNUhE+S0DezJsw2/ZFDEHWTbU/ky5TnmZHxOqfPPqaMhE+T0DJ9MXUM3dhV9Q4ppS80HXfNYKpqHfgaSl6OFD+O5hmxDX8NEokJXIaAmt2gkZuv8Wh0nSW4czn0Ul71EZl4r8osnYHfuxNcwkeiwbUSEzEer7nShrUSBdQO7s4dQYF1HvYAnSQx6kyOli/g5dSQLMu7lQMkvKGQaInS9KPHEcqg8nxKXna4hw+gcdDvl7giW5Z5kdd5xjpUXYPdqMCiiCFQn4KeIRy2LRCAEjzcAh8cPmzsAhycYqzuIMmcARQ4/8uw+5Np9ybf5UegIoMjpS6FDR6lTQ65d4oTJyN7SEg4ZnZy1aMmxh5FlC2J3STkbC1IodVto6deGW6LG8FTi/TT2a3DNT6T/EwLuE2Bg1NNDKTqXg9fj5cc3lqD30TL543EU5hn56rWKDL6bejai78AWzPtlJ6dPXl7+MyBQz/i7unJo33mOHPyt4E9gsA9lpVbq1a0Q3HOphbRsFMW59CKsNicqpYJ6UcGczqj4IQcadNQJDeTgud/6bxMXhdvr5UTOb34zf62WWH8/juRWLnb1e1qEhpNtNlFku3bh1MiV2D3Xn20YoNJR5ry23YGgojBW3/BW7Cw6ieUGiW24NpQnGtxLjj2fz5OnXXPGZ21QylR0Dx3Cc42+olfoCE6VH+Cjs0+wPm/eddccrwqZIKdvxEtEaJuzOe89cm1/XtKzThlH89DPsbpSOZB3O3b31ZfHVataEBW2Dq26M0VlT5BffCdW+1o83ny83mKcrhNYbCsoM31BYemT5BYOIz03kdyi4Zitc9CoOxIW9ANxEUcI9n8TlfI3t5jRcZhD+XdxvPBxlDJf2oXPwiNLYF76nRwsmUG4tindQp+ivt+9nLI42FN6nGB1LONjnyZW14eFWQeYm7UGi8dKx8AONDS0o9wVwL6ScnYVFXKsrIxCh4DTo0f0+oEYiCQG4vH6YXfrcXl8wRuIhgh8ZXH4CPFohBhEbxhWVwDFDi3nzF5Ol3vIsKgwOn3xkccQpUkgUhNLlDaOhoZmxGqakmKCtXnJHCq7/sJi/xMCDtD3ju4gijRoEcPWRfs5fzKbxq3jmfBIb7atPMqW5RXlUCc9dTMhob588Poy7LbL61IMHdmO4BAffvhqE15PxYJIQKCeslIrMdGBqFQKks/l0ywxClGSOHWuQnxb1Y/iWGoujgt1U9rXj+HQ+ZxLbotWMRVRG0f+UBu8U2wsezOz8IhXrvHRJrwiO/BQ/tU/2l5Ep1BiuwEC7qvUYK5hp/qa6B3eErfkZU/xjduarLl/Y+6rO4Fj5UlMT5/3pxeO0sr19I8Yz+RGX9LcrxObCxfzZcoLlLqurtRAbZDLVAyMegdfVQTrcl/F7L7xY1wkSNeFlmFf4/DksidnOGnGaVe916Zc5kd48EwCfJ/D4dpPQcndZOa1IiOvGTmF/SgsfYAy0/vYHVuQkPDRjyc0cCpxkScIC5qGXjsIQajIGJYkkSLbNg7l3cWBvAlYXMk0DHqZDlGLOW7azsa8t1HLfRgW8xndwiazrmAzGwuWEqWtw311XyVC24nPkueyMm8jzf2b0D24L1lWBUuyT7GvJI2W/vWY3HA0t0b3p9CkIanYxbEiK+fKXJgcKpxOPR6XAbfTB7tDh8muotACuWYv+RYvpVYZJruKMpuKLKOMPJOKUosWh8OATgim3CUjqdzE7uJ8dhblsbUwnRRLKV2Cm/JVm0m81/zO6/7M/mcEPCgigPimMUhOBzofDdPfWlqxcfGDvWjcOp6v31hGflYpeoOGZ18dRl5OKdOmbLysD5VawYNP3EzKmTwWz90DVCxkWi0O5HIZDeqHcfp0Lk3qRyAIcOJshSD3aFUPp8vDtqMVvt22CVHYXW7O5lT4ZQP0WuKC/DmWffnKdee4WCwuFyfzr/wY3iwkDI1Cwb7ca98wQCmX474BlqleocbquT5Ls5FvLL4KHYdKr37vy+roFdaFYZE3s6lgBytyN9zQvq+EnzKIW+Me4966L2Nyl/J1yssUOq79Rnsl1HIDA6PewSu62ZD7Jp4/wdq/SLCuGx0iFxGgbc+5sk/Zmd2XsyUfUGrfh9tbjih5arxBCoKKAN8niIs4RnjwPIL93yfI/x1CA6cRFbqR+MhzxEUeIyp0BcH+b2PQDUF2ofqeJEmYnEmcK/uCndn9OFrwEFZ3GvUDJ9M1ZhMGdVc25r3NSeNymgeMZHTc9yhkwXyf+jqlrkLuqfMi99R5iXlZm5mTuZSmfol82PxlthfkMi9zL2GaQF5rOoFlXV+ltX8zZp87zpTTO+gYksALTQYyOqoTIYRxrtDO2UILyUVW0kvslJgkLFY5FquC4nKJ7FI36SVO0oodZJW4MZnlOGwqFB4DPrJACixwqthJplFOsVlHiVmHze5PsVnD8rTzNPSNuSERTf/6KJTf07p3c5Z/vY4xL49h4ZQN/LrsEN1HtGXyx2OZNPRzPnp2Hh/OeoDmreO5ZVxHFs/dS6duibTrVO9SH916N6bj2gbMmb6Dm4e0Qq1WIIoSbreXRomRLFt5GLVSQXx0EEnnKgS5dYNowgJ9WLMnif4dGtKqToXVfCQtl6axFenRLWMi2JGSfincEKBLXCxyQWDjuXO0jKy6HoZKLqd5SDiHC65tizEAp9eD6ipCk65EhS/9+jaXkAsymvjFkWS68RWIx8UOo9hZypzMpfgrfeke2umGj1EVDXxa8FDCm0w9/ybfpb7GvXVfIlJb54aO4a+KoVfEc6zPfZ0NuW/SL/JVFLJrr21THTplDK3CvqHUvp8s00yyTLPINP18WRsBOSp5EFplLH6qZvhrWuGvaYtK/lsEiiAo0Wm6U1F543IkyYtHNOPw5GPzZGJxpWB2nabceQyXtxiQEaTtTP2AJ9GpWpNh3cvqnFfJth1GIahpETAOtbwBM9I/5oz5MGqZlgHhd3PGXMiMjA85Z0ljTPRQQjWxLMs5iNFtpXNwY26L7cfOwnN8depHzpoKiNcH0S+8Gfvz8th4fjNKmYy2ITE8U6c7iX4hyCU5FpeLc2UlnC4pIqW0hCxzOZIowAX9VSpk+GrUBGo0yOUCxRYLJU4PgqAiSKsmTGdAr1IRoTegVyppERh93cl5F/mfEvBxL4xgwy/bSN59ioRmMfz05hI6DWhBWHQgj7wxgg+fnseCqdu4dVJv7nqwFwf3pfLJOyuYOvshfP1+C+W75+HePDDhO959ZTGJjSvcHwqFnIaJEbiXeElLL6Jp/Ui27k3G4xVRyGX0a5fInE2HMVkdhPoZiAz05Wh6Lrd3bw1A69hIlh89TUap8VKRK3+tls5xsaw8fYanu950xY0bWoSG88vJI7i9XpTyqxdii9uFQXn9P3a5IMN7AzZDqO8Tyb6SMzi9btTyG5cgIxNkPFTvDso9Zr5J/QW710H/iKsLi7tWwrWxPJDwOj+ef5vvzr3GbfFP08Cn2vy3qybBpzvdQh/n18IvWZ71NP0iX8FHee3lEWoiUNueQG173F4j5c4TWNwpiKITCQ+S5MXhLcDmTiPLPJsM03RAwKCsj6+6KTplPGp5CDJBhVdy4PQWYndnYnNnYPNkXhDp3yOgU8YTpOmEQd0CtxBIoSOdX4uXU+ysiE/3UUQQpu1EmVvJqvyteKVN6OS++Cnrkm338lXqogvtfFELwXyZvBUJkAtyfOQ+bM/NYkXaNADCNH7U1URwrric0wXJNAkI4+aIhihFBVnmcpafPEtK2e5LdbIFINLgS4Teh3ifAJAqggYFQQBBwO51k2sxcd5srPiNCEpC/fT4y1U4XSKZ5WXcntCRwXGNbuhn9D8l4AGhfox+ZijTX57Lc7Of4JPHZjLvs7Xc8cJQeg5pxb4tp5k1ZROtuzQgsUUMk18dzmP3/MjXn6zlhTdvudRPXJ0QHn9+MJ+9u5IjB9KIjA5EJhNIbFBhTZ9Jzqdjy3hWbjnBibM5tGocQ6/W9Zi5/iC7TqQxoGMjWsZHcuBc1iWLu+UFP/jRzNxLAg4wrHEjnlmzjqO5ebSOqjrDsUlwKC6vl3PGUhoFhVz1dbG4nddVifAioiQhcP2PfbH6UEQk8h1lxOlDaz7gKlDKlDzX8GG+SP6B6enzOWM+x911bsVXWbstqq6HME00k+q9w09p7/Lj+XcYEjmRm0Kur9rfH2kaMBytIoAteR8wN+1OWgaOIVrXBl9lBHpF0J+yE45S7k+wrivBVJ2AJUouyp0nKLPvw+g8QrFtOy5xSaV2KnkIOmUcwdpuaBQRKGQGlLJAnBKYvS5KnOmctCZRWvYDAHJBiUERg6+qFflOK+mWUiAZndwfnTyWbLuNDJsbuVCOryIQGcHk2e3kSRKBSg0GwUC21YrbK8OgUGGQabF4HFicXtItDgJVMoIVPhgdTk5mlnAysxQZAr4qNWqZgjClAZvDjdXpAhEKLBYKqD5CRwCi/PyIDfbDhZdDubnc07wNL3TqjvQnbJvwPyXgAL0ndGX6y3MxF5XTe0wHFny5jpuGtKZu02geeWMESYfT+WjyPL5a+jj1G0Yw4Z5uzJi6jS7dG9Ktd+NL/QwY2opD+1L5dXMSfQc2ByAywh8fg4bk5DweerA3SoWcnQdTadU4hiZ1Igjy07PlcAoDOjaiRVwEaw6fIa/MTGSgL/VCgjCoVRzNymN4q9/qHPSul4AA7MrIuKKAtwitcK8cKci9JgG3ul3oFddfr8IlelDJrv8rE6SqqC9S5rLccAEHUMmUPJV4PytyNrAwexVnzam80OhRYmsojn8j8FcF8XC9t5mf9RUrcn9GKdPQIah3zQdeBQk+3QnRJLK78FsOlszgYElFJrIMBf6qaILU9fBRhqKR+12qrChKXgQEBEGODBlcEHpJ8iJe2DhXJshRynSoZXrUch8UMg1yQQkISJKIhIhXcuMR7ThFC27Rjkd0IhPkyAQFCkVjQlTtifX3Ry7IEUULEi5EZIAKm9eExV1AuTufTFs2Rlc2RlcW0oUMSrXMB70yEn9VG0rcdjLshUiYkAt2dPJgBKLJtlvwSHLUMicKwQ+zy4nVA3mCC53MgNMpx+ySKJE8GORKJJceh9OLXRSxyT0IXhWS3Q1egVLJjUEhIHhlyBwyBBEQwSa4QQEKZCi8AlqXArfHW5HoKYEgwWWmuVCx1aOvTo1eq8JPo+FAag79G9Rnz+0PICFdVxmL6vifE/CwuBAiE8LYMncn76x+8f/YO+/oKMq2D1+zvaT3hCQklAQINfSO9F6liCAKCBZQwIrYKyJYUEABRRRBQIrSe++9J0BCei+b7W12vj8WQQREbK/f+3KdwzlkZ+aZ2WeS39xzP3fhyLZzzH7xe6b9NAkfPy3PvD+YFx+ay7z31zH+jX488FArDu29yMxp66hdP5agXxS8mvxmf557pQ8KpfePQBAEEhMjSLlYgF6rIjkpht1H0hg3vC0ymUD75Gr8tO8cdqeLenFe0T2ZkUdUkB8ymUDd6IibFjJ91WqqhQRzKv/m1NyfifMPIESr40h+LkNr3f1ruSh50P4FtTyMLht+qj/fXOLnAlTOv6GRws/IBTn9ortRPzCJ9y/M4vWzM3i51tN/ugzt70Et1/Jg5Ul8lf4uP+V+RRWfmoSq765+zJ3wU0bQtdIbmFyFlDszMTrzMbkLKHNkkm87TZqpFA9/X0jln0EuKPFTRuGjCMdXWQ2rKFFgLyPTmoNEKTIM+CpD0cgrk2M1YxYlBFzo5TpcoopSpwuXR4ZWJsPp9sFgd+MS5WhlckRRgc0u4hFleGRyEAU8dhmIAk5BhhI5MpsHQQQ8ICgEZB5Q2mTgkbyfSxIyJShlAkhyFG4Bl0vwivjPwi0BAqgVcrQaFSqlHI1MQUGZmer+wXw7+H5qhYXh/ydLQd+J/zoBB3hgcn9mjJ7D8S2nGPlKPz6e8C0r52zl/ic7U69ZVfqPbM3Kr/bQrH1NGretwXOv9OHxEXP5ZOpaXp82+Noio1wuQy6/8cmZVLMS3y7ej9nioE3janwwfysZuWXERwfTsk48y3ec4uSlPBrViEGnVnI8PZfuyd6u9XUqRTB/75Fr9cJ/pm5EBDvS029Y4PwlgiDQrFIMe3Myb7vPb6GQ/TVRKCV2MyHqP++K+NmPLv8HGt/G62N5s/ZzvHn+Q95PmcU7dV4kRP3392yUC3IGxT7Jh6mTWJE9l7FVX/tb6qj4KsO9fnD9jZ9Lkgenx3rVupUQkCMhXbWkxWuv8zLkCIIcAQGP5MbpseDwmHGKZtySA1FyIeF1nQnIUchUyAUVapkvKrkehaDCI4ley1xy4BBN2EQDLo8Vl8eGgAy5TIVS0OGSwOA0kmvPI9OaSqEx/epcKQhSRRGkSiTfZqHAYUXChY9cA4RidFqxugXkgoBG0GO0ObG5BGQo0QhqrDYnoltAFOQoPUpEuwvcMu/PkgyZDQSPN+ROKchwW2UgesVaqRCQIyDaBCSRa1a4TO5BoZShEGQgycEjwyMpvBY4Xm1QKGQoFHJC/X04lpmHRwUeFVQK8KP5X9i85rf4rxTwTiPasvKTdXz75nLmnfmQw1vOsPDdn2jSqQ6xCZGMmNiFY3su8vGUH5izZiKx8aE88lh75s7cwtYNp+nU/fZWbr06MSz0SJw5k02rRlX5YP5Wdh2+RHx0MMkJ0chlAsdSs2mWVJn6cVEcS78eVlY9PATRI5FRWk5ixHVXSIOoSFacPUdGuYH4oFvXkWgTE8fay6mcKymidujdLVz5qzRkmw13dcytKHaYqepz9y6cX/NzEo+P4s8V2Pq9hGlCeLHGOF4+O433U2bxRtKz6P6Bc/srg+gW+SArc+ZywrCX5MA/V8TrbhAEGWr53T9stQTcdptHErG4TZQ5i8gyp5FrSyffnkm5sxi7aEUt06BT+OKrCEAl03jdKHgwuQwUOXJxXo0p18i0hGviiNc3odhu56K5gHSLBaXgJEAZjErwJdtqIV8CH4UMjzsQg9Xh9WXLlbjdKmx2Nx5RQJArkewCHqeES5KhkimRWb3iLEdAiRyXVUQmghIBlUxAtIHkFrz7KCXUggzBLuB0eBA8eK1w3KASUCgF5DIBuSBHJlxdARLA45Tw12pJyS7GerUReqC/ls51Enix281RN38X/5UCLpfLuX9SLz54ZBandp5j/AdDGdPyDT4cv5Dpa59DpVby3AdDmDDwMz57fRWTP36QfoObsn9XCrM/3Ej9RvGEhvndcuxaNaNQKuWcPJ1F82bVqJ0QyY4DF3m4fzN0GhU1Kodz4mqvzIZVo/l0/T7KzFaCfHRUCfGKc1px2Q0C3jTGW8bzQFbWbQW8Q+WqyASBjemX7lrAI3Q+HCrM+kPW+y8xOKwEBP/5kqEmlzeb01f5zwg4QLQuikkJY5ma8inTUz9ncs1xKP/GErE/0ySoA0fKtrM2byE1fOv/rfXF/whuj4sCexaF9hyKHbmUOguxuI3YRCtOjx2Xx4HT48TlceCSbkx808r1VNLGU8uvETq5Dw6PDbPbiMltwOQuR5S81fv0Cj+SA9ogoaXYYeWCKYvUkiKgiGBVEKHqGHKtFrLsNrKxEKQMQOFRU2JxUCIJBCrVeBwK7A4RF+AjU+OxCEhuAZdMhsqtwmN3e0VaIaCyypBcEnJAJRNwWwQQQS5JqJQgWQVEp9eNIpeJqFVylG45MrOI5Ja8VrgEIk4ccu/bsiCXIQnehXynS8TmdGN3uhA1UOqyM6BpbZ7p0wYf9d2Vg/2z/FcKOEDr+5ux4OUlfDVlCTP3v8P4D4by7uh5LJq2hoen9KVqrSiGje/E1x9upEWnU7TrWZ9nX+nD2GFf8OE7P/Huxw/e8kao1UpqJkZy+ow3saZDixp88vUOMnJKiYsOpmFiNIu3HMdqd9KkmleYj1zOpkv9RKqGBqNSyDmVk0/3OtfThOMCA6jk58euKxkMrX9r6z9Yq6NlpVh+vHSBSU1a3jbk8FbUDAxn0cUTpBvLqOp/5z57t8PosuOv/PM+PaP7qoAr/r760beibkBNHq86gs8uL2Dmpa+YkDAa+d/cSUYmyBgQPZaZF19gbd63DIp94m89351we1xcsaRw2XyaNPM5cm3piD8vYiIjQBWKryIAH4U/alk4KpkapUyFUqZGJdOgl/vilmQUOSxY3W4EQUagKoKqPpWJ1VW6VpDJ7RFJs2Rw3niJ8xWp7Co+jUtyoRSUxOiiqawN4aKpjLNWGwrBQIgqCJVHS77VQankJkjlCy45NocHjwBaQYvH6sDjFhCVclQ2JW6nBwkJDQpEi4jgBrlSQG2XITo9yD1ewRYtApLL4xV4DcgdMuxXrXI8InKtB61MhlpUYLM4vCIuSV4fOeDGyc/ZDx65gNNXhlsvw+BwEl7Jj26NEnm6x5+vsPlH+K8VcK1ew0OvD+LDRz/n4NpjtO7TiM7bz7Hsk000vC+JOi2qc//oNhzcfp5Zr6+mdqN4oqKDGDO+E59+sJ51q4/Ts9+tm/DWqR3DkmUHsdmcdGyRyKcLd7J5bwpjhrSkRe14vtl4lEPnM2ldryp6tYrDl7wCrlLIaRIXzc7UK7zYte21Gy4IAh2rVWXJqdO/WV72/sTaPL1tHXuyM2gb+/sTRdpEevfdnH2Rx/3/WHKLR/Lgljx/Sdx2udOCQpDjo/h7F3huRevQppjcZhZmLOfL9CU8WuXWD+q/kihtHG3D+rCjaBX1A1v+5fHhd8LtcZFiOsFpwwEuGI/h8NiQISdWV43WIT2J1lUlQhNLsDoc+W262+TZCthdfIh1pfspuFr5US1TI+G5thitl+uI0UWhkim5ZL6CTfS6TKK1kdQNqIPJJXGqPI99lhLUMiXh6hAc+JBltFCIjTC1H0q3ggqbG7dMxEemw2SxYxdBrZSjtitxOzx4ZBIaUYHd6kLwSKgUAi6LgOAGmcKD1iXDafUKulItgV3AbZMQ3KBwiiiRIZg9SC6vFe6xeFDo1GgFAZ1Mid3twGF1eWO9JUCS8MhlOINUuDUyXL4yfHVqXh/ZlRa141Aq/vlmzj/zXyvgAJ1HtGPxOyv4fuoqmvVsyGPvDOLM/ktMH7eA2TtfQe+n5dlpg3myz8d8MuUH3pw/kp79G7Jnx3nmfbqFRk2rEhEVcNO4detE8933EufO59KoYTyN6saycc95Rg9qQf1qUfho1ew9fYX7kqvTsGolDv+isFXHmtV4fc02UgqKqRl5PYTugfp1WXj8BF8ePcpzbW7tK+1atTqhB/TMPnGINjFxv1t4on0CaBIWw6JLxxlZszFq+d3f9l9GTf1Zyp0mAlU+/xGLBaB7ZAeMLhOrcjcSrA5kQPRfG6t9KzqG38+5isMsz57NxIQZ6BR/f1x6vi2TQ6VbOGHYi020oJP7UjegObX8GlHNpzZq+XVDQZIk7B4HFa5yTC4zRrcJg7OCXFsB542XuGLJQkCgtn8iPSM70SCwNiHqICRJosBexGVzBmcrUilylGB2W2galIxeHkiO1cTB0oscKb2EWqYkRhuBUgriQnkZuRiJ1ATgJygpMNvIsTgJVuox2+3YXRJqpYDOpcZxVdB1HiVWixOPR0SvUCNa3F6rWwUaq4DH4UEQRLQyBZJJQuYGmcOD3iNgM4rI3BJYPKi1KpQeGRajA8HjAQ84KhzIdSqUgoDMJaFXyOnYpwEiAsvWHMMZqEKSC1SqHEhwqA9vjOpKRPCt3az/JP/VAi5XyBn0fF9mPjGPvasO07p/U56b8wjP9pzOrBeW8PyckVSKC2Hks92Z89aPbFh6mO5DmjLppd48Nuxz3n99FTM+fxiZ7EahqZMUjVwu49iJTBo1jKdbmyTe+HQ9p1JyaFArhsY1Yjh03hsx0jyhMrvPXyGzuJzKoYF0rlWdt9ft4MeTF24Q8GrBwfSpVZMFR4/TPymJqsE3R0qo5QrGN2zGq3u28e25kzxUu8Hvnoun6rRi2LYlzDt/iHF1bm7gfMe5FGSoZHKsbuedd74DZU6T9xX5P8jgmD6UOg0sy15DqDqYNqHN/tbzKWUqBseOZ9alKazMmcuDlSf+LQ8wUXJzxnCI/SUbyLCmohCU1PZvQnJgW6r71rlmYbs8LvYUH+KU4Txp5gxKneU4PDffW6WgJFZXier6JLKtVvYWlbCvaAsdI4oZEN2KOJ9wIrXef9V9EjhUmsLhsouszknFJjrRylVU84km2CnjZEkRuRVlhKp9qaQOI728gnSzjXC1L3q3gNnqwqQQ8ZW0GK127JIbP4Ua0SLiEUXUKiUuq4DgAoVKQmMVkBweZAoRnVuG0ywi93hQqyUki4TkEBEEDzqNEmwiot0NogQ6Ea1CjswjYauwg+jB45Gwy2VoNAoiYoK5nJrPD9/uxxWoxRGkApnAu5N6UadmJVRKOb66f/7t8Vb8Vws4QPfRHfhp1kbmv/AtzXs1pGajKgx9tgeL3l9Dk851aNevMT0fbMaBreeYN3UtyS2rExETxJPPduODN39k7cqj9L6/8Q1jarUq6taO5sChy4wZ1ZY2jauhVSvZtOcCDWrF0KRWLDtOXCar0ECHOtV4f/VONp28yJhOTQnUa+lYsyqrTpzj8XZN8dde/0V4sW0bdqVf4Zl1G1g6dDBqxc23Z2iteuzKusKre7ZhdDh4rEGT35Uk0DIyju6xNfj0zD5aRcZTP+Tu45LDNX4U2Ix3fdyvKXOaryXz/KcQBIGxVYZR6ijni7RFhGtCSfSt+reeM0ZXlc4Rg9lYsJjYkgTahPa880G/E6vbxKGybewv2UiFq5RgVTg9ox6iYWA79L9YOLWLDjbkb2djwQ4MLiN+Cl8SfavQILA2AUp//JW++Cl98FX4UOgwsS73KPuKUxAoo35gVZIDa2B0W9iQf5Q1uYfoEFEfuSAj1ZjDFYu3KFu4OoAmQTWxOgWOFOexw1CIr0JDZV0YmQYTWWYH/koZ4fIA8owWis0OQlR6HA4PdrMbvVqFxi5HdHiQqUHr8P5fcHrQ2WWINhFBLqJzCTgtEgJudHIlmERkLgmlVkBul3CYnAiihMzHg68I5go7uEQc5RaUvhpUHg9umx23zQmiiChJmJVy0j0S7lBfRJ0CuUKOVqvinWd60az+X1vf5q/gv6Ya4e2QK+SMfHcoeWmFbPtuDwBDJnQlsWE8s55bQnFeOTKZjElTByKTCXw4eTkej4eO3eqS3KQK82dtJTvz13UboG3rGmRmlZKWXoxWo6RNk2rsOHgRp8tN86Q4AA6ezyAi0JcG8VFsOJF67dixbZtidjj5aMveG8YM9dHzXtfOnC0sZPLGzbcseKOQyZjVuTe9qtVg+uG93L9qCamlv68bzZtNuhCu82XUjmWkGu6+g01V31BSjX++gYHBaSZQ9fe7EO6EQqZgUsIYglWBzEj9gjKn4W8/Z7uwPtT2b8LavIWsz1uEKP3x4mAO0cYF43EWZ37CO+cfY0P+d4SqI3k4/kWeqzGTNqG9rom3R/KwrXAPT514he+zfyROH8OUmk8xt9E0nq3xOA/FDaR3pc60CW2GKKmZfXkLk099y2lDJsPi2rO85RQ+Th7L04l9eCVpKD+0fJkBMa3YVXSGI6WXCFH7MzS2PT3D2+FwBLAi/TJbctMIU/sTq4qgyODhbKEBf5kvOpcOQ5kbm0UiEC2YwVrhwl9Uo7QIOMtd+LiVKK0CboMLvVOO0iwhlbvQO+QoTRKUu9HZZaiMIvIyF2qLiNYqojQ5kUqt6FwelCYH8nIrzjwDCosdjdOBYDQhlVVgyytBLK9AMhoRDQZEiwUp0BcxOhR7sB5Rr6RWjSgWfTWGRR8+/K8Ub/gfEHCAZj0bUj05nq9f+R6L0YpcIef52Y/gdonMGPc1Ho+H0MgAxrzUizOH0/np2/0IgsAzL/dGqVQw7Y3ViOKNRZzatk5EJhPYtcdb17prm1qYLA72Hk0jOiyAqBA/jl7IBqBbcg3SCkq5mOcVzRoRoYxonszSo2fYmXpja65O1avxbJtW/HQhhZc2bb5lrXCNQsHMjj2Y2bEnWUYDPX/4lg8P771j27RgjY5vOgxGKZMzZPMiDhdl39U81gyI5Iqp5E+5UTySh3KnmcD/sAX+Mz5KPc/XeBy7aGfWpQV4/oJiXb+FTJAxNHYCTYM6srP4Rz6++DzHy/dgdd+5C44oieTZMthdvIZZl17mtbMPs+DKe6SaTtAwqC0TE6Yzpupr1PJreEN7rhTjZSaffo+56d8RoQnlrdrPM7nmeGr5JVLkMHCyPJ21uYeYnrKCBw9MY9KJeVyoyCFMGUmFVc+qK5dYlH7khjKyASo94xN6M7/RM/SMaE9OhcTMc4f4+vIRlIKCxoFVkTt9OJZXSpnVSZwmBLdJRk6RhUCZDpVDgbHUjsalQOOQ4yp3oXLIUNlliBUiaruAygKUi2hsAiqzhFDuQW2VUJlFFOUuVBYRrU1EaXRAuQ2dy4PcYMVdaESosKJxOhGMJtzF5TiLy5FZrYiGCtzl5TiLSwgJVBNXLRT0ekiojCfIF71OTeWq3hDfmR8NIyLCn8jQ/7yv+3b817tQwPu6PO6z0TzdYgpL3l3J6KnDiKoSxti3B/LJpEX8NG8Hfcd2oPOARuzfco4F0zfQqE0i0fGhjHu2G++9upKffjhCv8FNr40ZEKCjXp0Y9u6/xKiH29CoTixhwT6s3XGW9s0TqVetEocveGOvO9erzrRVO1l9+BzP920HwNMdWnAgPYtnf9jAwkfuJynqemz32CaNsbvcfHbgIEVmCzN6dCNQq73pO/WuXoNW0bG8tX8nM48d5HhhPrM698JffXv/XJxvEMs6D2PE9qU8uGUx7zbrxsCqdX/XPNYLisaDxMmybFqE/TF3g8FpwS2JhKr/PX8U0booRsQNYm76IrYU7qZLRLu/9XwKmZIBMWOp4ZfM+vxFfJ81EwGBYFUEfspA5IIC8Wp2o9PjwOmxY/fYsIuWayF/UZo42oX1JV5fk6o+SShuEdNucplZlLmSncX7CVYF8njVh7G7FSzLOkSK8QfybGW4pesPfZ1cTaQmBB0hZBqshGo8tA5PoMhmZN7FvXgkiWeSOlHmsLD0ylE25J7lsumqUeIfQdfIOlwpN3I8rwCFYKCabwhKh52iYiv+KoEopR+F5WbKrXaC5VrKLVasVif+MhUmqwOX3Y2vqMBudiLZ3eidMlxmN4JDRG8XEC0u5A4BvUPCbXaC3YNOFLFV2HB5rPjqVTjNVjx2J3arBaUMREMFksuF6FJTu1UN6rSuRVKLRALC/Pj8xSUcPZUH8ZEgE+jesz7jXuyB1epk557Um7Kw/40If3f3kl/SqFEj6ejRo//Y+X7N1IdmsueHgyy8/BkhUd4V9NeHzebErgt8uvUlKteIorTQyGM9PiS2WhjTvnsMmUxgysTFnDqewfTZI6hZO/raeCtWH+WzOdtY9NUYKlUK5PPFe/jupyOsmfsYG4+kMn3JDtZ/8Chhgb5MXrSBbWcus27KI4T6ed0HBRUmHvxyGWa7gy+G96N+zI01wb8/dZo3tm4nSKfjg+5daVH59um5y1LOMGXXFmJ8/ZnTpTeJdyh6ZXTaeXLPKvblZzC9RU/6V6lzx/mzuB00X/c+w6s247nane+4/61INebw6JFPeKfuCFqH/n3d3e8WSZJ498JMLpmv8FH9NwhU+f8j5/VIHjIsKaSZz1Foz8bkNiBKbuSCAoWgRClToZJp0Mi1aGQ6IrWVqaxPJEh1+yJgkiSxt+QwCzOWYxWtdApvh8WtZn3eUcxuO/5KPXUD4onRhRKlDSJCE4jR4WT+xYOcNuQS7xPMEzXa0SWqFgqZnAxzCX23z6GGfwRNQuJZlH4Qu+imcXBlkvwrUWSxsyU7DaPTTqTOl3ClHxcKSrG7RWJ8/LGYnVSY7QRrdHjsHswmBwEaDS6riNPqJkCjwV7hwOPwEKjRYC6zIRMF/FVKrGU2FJKAXiHHWmpBgYBeKcdSbEJwe/DVqzAXGZCcTrRaFW6rDVuFGZnkIalFIo27NiC5Yx2qJccjl8sxFFcwa+I37Nl8Dvx98QR73wTr1I9l4LAWNGuV8I/c97tFEIRjkiQ1uunz/yUBz08vZFTSRJr2SOa1H54FoLzIyONt3yI0KpCPNr6AQiln+4/H+eC5pYx6oTv3j2qLscLKEyPm4eOjYdbCR689mQuLjAwZPoeRI1ozfGgLUtILGfniIqY80YXKscE8/O4S3n60O12b1iC7xEDf97+hfZ2qfPDQ9bC1XIORkV//QKHRzLQB3eicVP2Gaz5bUMjEteu5Ul5Ov6RaPN+mNaE+vyp8cZXDeTk8sfknjE4Hr7Vsz9BadX8z0sHudjFq53IOFGTySas+9Iqrddt9f2bUvm8otBlZ23HcHfe9FXuLz/HS6a/5vNF4avn/M/Uifi/5tkKeOfUm7UJbMKbqg//py/lDlDjKmJf+HScN56juE0+CT12WZx/E5LLRLqwuA2JakeQfe83FctlYxOzUXWzMPUegSkfToGqMqNaUeiHeyo3nDHkM3Dn3hnN0jqpFrCaMHTlXOFtWgEomp35QFBabyNmCIlQyBZV9AsgrMeJwikTqfakw2HDa3YTp9FSU2ZBEiWC1lopSKyoEdIISm8GBTqlEsLtxm1z4alQ4K+x4bC789GpsJWY8die+ejXWMiMeqwONVonLbMFhtKDVq2jWI5kWvRvTqEt9fAKu/52IbpE5zy5i3eKDoNOASoXGT4Plagy3QiFj2Ki2DH3knyt3cDfcTsD//e8IfyGRVcJ56LWB7F15iANrvA+SwDA/xn8wlMuns1jy4XoA7uvdgOYdk/jmo81kpxXh56/j0XEdSb9cyDdzd14bLzzMj0bJcaz66ThOp5vE+DBCg3zYezSNmnHhBPvr2XLEu3gZExLA2M5N2XTyIsv2X29OWynAjyWPDqFGRBhPL13LtI27cbqvv9bWjghnzYhhPNGsKWsupNBh/ld8vHcfJsfNbbWaREWzcdAImkfFMGX3Fp7ZvgGz8/b+ao1CyZftBtI4LIZJ+9awPefyHeewXUQC6eYSrphuXtj9PZQ7vb7eYPW/wwf+SyK14XQIa8XO4v2UOMr+05dzV3gkD5sLdvHMyTe4YLxMn6julDt8mJ++nTh9BPObTOD1OsOoExCHR5LYWZDKhMNL6bN9NtvyUtBKOvLK3Ky6nMqoHT9Q4bCxLucMLx67Xte7um84DXyrsf7yFT49fQCXKNI1qgZhUgCHrhSQb7BQ0y8MySSRXVBBuMoHlU2gvNBCkKBBaRWwljoIQIXSKOGpcKN3yr2+bRuoLB48xXb0TgGFyYlYakXnEpFX2HAXGVE7nQgGE86iMuRWK26DAbHCQJveDXj7x+dZUfQlL303gXaDW94g3mf3pTCo+kTWrToJ/r4ofbTc16s+784byZK1E3lrxhCWb3z2Xyvev8X/lIAD3P9ML2JrVuLzSV/jsHlFsGXPBnQY1IzvP9pA6okMr8/8jX5odCpmvLgM0S3SpkMtuvSqz5KFezm8/3o/x6GDm1FebmH9ptMIgkDL5CocOZ2JxyPRo3lN9p5OJ6fIAMDI9o1pUyued1ZsZ+XBs9fGCNLr+Gbk/QxtUo8F+48xZN73XCy8LpAapZJJrVuyceQI2lWJ57MDh2g/7yu+OX4C8VeLnCE6PV9178+ERi1YdfE8nZcuYFtG2m3nQ6NQMq/d/dQKDOOJPas4V3b7srbgtb4EYF3Omd875Tfws4D/WxYxf02fSl0AifX52/7Tl/K7ybMV8sa5D/nyyhKq+cZzX2hXvko/QIalkBdqDuS9uo+QazEzO2UnTxxYTMv103ji4BL2FaWjQYfRJCdOG8FHLXszqV4bSh0WVmae4q1T60gzlVDLtxIa0YfT+eVcLC+jd+UkekQmkV1oYUNqGmqZkgR9MIYSGznFRmJ0/mD0UFZsIVSuQzBLOCqc+EtKpHI3ChuobeAqceAjylCZ3UhldnxcoKiwIzM5UFmdeAqNKCwOhAozzsJSBIsFsaICR1EJya2q8er3E/ihYD7PLxhH0+7JKFU3rgM4HS4+fvJLnus9A6soA7UKBIHEurHs2XiGac98T1CwD01bJqD3+XfEdd8t/3MCrlAqeHLmKPLSClkwZcm1zx97dxBB4f7MePJrHDYnQaG+PPFqH1JPZbNywR4EQeCp53sQFR3EvE+34nJ5reT69WJJqhnF0uWHEUUPzRrEY7W7OJ2Sy9COySjkMmat2uc9t1zG9Id60jyhMq8v28LM9fvweLwuLJVCwSs92/PpA70oNJoYMOc7Pti0G7P9uqUdFxjIzN49WTV8KDVCQ3hz2w76L1rMsZwbG+nKZTImNG7BD/2G4qNUMWrDKp7cvIYiy60jHfxUGr5sP4hAtZYxu1ZQbLPcdv7CtX40DY3nx+xTfyhio9xpRi/X/CWNIf4OQtRBNAtqyI6i/bj+xnrlfwVuj5uVOet57tRbZFvzGBo7gGKbmgVXttMwsDqPV+3PuszLtFg/jccPLmZWyk6yLGW0CU+gpj6WEoNEoCyAbzo8wIquD1FJ78+ClCNU8vHFX6Uh2a8Kok3D8fxi6gfG8nRSG2qqI/nhdAqbLqdRMzCMKqpAMnLKKa+wE6cNwFXmwlhmJ0ypRzSIiBYRX1GBs8SJziVHZZVwltjxkxSoKtzIjW40dg9isRWNU0RutOMqqEDjcCFUmHCVGJBZzbjLygkN0vDY+0NZmjeX11c+T+v+TVFpbm5UIkkSx7aeZniNSWxcehi1Ts1Lnw0juZXXPVleYqL3sBY8/+GQf/qW/eX8T/nAf8nMJ+ax9ostfLz3LWo19xaWOr7zPFMGzqTfYx0Y89ZAJEninfGLOLwzhc9WP0VstXD2707l9eeX0qVXfSa91AtBENh34BIvv76SKS/0onnzanQbOYtB3ZMZN7wt89Yc4IsfD/DsA/cxpIM3c9LlFnl35XZWHDxLyxpxvDO0C0E+1ws7lVtsTN+8h5UnzhHio2N8+xb0b5CE4her4pIksT71Iu/u2EWh2Uyb+DhGN25E89gbu107RZEvTh7m06MHUSvkPNukFcOS6iO/RfLPmdJ8Bm1eRGJAKEs6PYhWceu6J+tyzvDc0RXMbzH8rqNRXj+ziIumXBa3eOGujvsnOVF+lqkpnzG55njqByTd+YD/AGcrUvjyyvfk2QpoFpxMVV0Sn6dtRJQk+lVqzY7cTM4Y8ghW6+kVU5fW4dWp7R/F6ivneP/ETtyShwl1WzOqZmOUMjnrMi8wad8aKun96RxTnW8vHschuugdV5swhR8b0y6RUWEgRKujTlA4l/JKKTCZifL1RemSkVtcQYBGg1KUYSi3EajV4DS5cFndhOi0VBRb0crkqNzetHV/rRprqRm5KKGVybCVmNCqFLiMFkSLDa1GibmoDKUc2g9pSfcxnajRpNpvrulYTTbO7D7P2nnbOLIzFUGpJLlNIk9+8CDHd11AkiTa9muMX+Ct15D+zdxbxPwVVpON0UkT0fpqmH30fdRab8/I2S8sYe2C3by/ehJ1WlSnvMTEY90/JDI2mBnfP45cIefrL3aweMEeJr/Vn/s61cbjkRg59ktkMoH5c0by3PurSM8qYflnowF48fM17DyRxrND2jGko7fJsSRJ/HDgDO+v3omfVs2rgzrSLulGMTyVnc+0Tbs5npVHfEggj7dtSvc6iTeIr9Xp4psTJ/jq6DHKrDYqBwTQvUYCfWrVpFrw9cqDVwzlvLpnK3tyMmkcUYkPO3Qjxi/gpnnZnH2Rx3atoGflmnzSqs8t/2Ccopv7Nn1I45DKfNxk8F3N+7ijs5EJAjMbPn5Xx/2T2EQ7jxyeyMCYnv9InZS7IddWwOLMVRwtP0WYOoQHYvuztSCFrYUnqOkXQ6gimlWZpwlW+/B0rfb0iqmLSqYgpbyIFw6u53RpPtV8Q3iwajIjkpIRBIEFKUd48+hWqvgFEajWcqw4l3rBUVRSBrL9Sjo2t5u6oRHEaP04dCUHg81OlcBARKuH3JIKgnU65E4oN9gI0WuxG5w4bVeFu8iKTqFA4ZRwVjjw16mxFJlQyWQo3SKOMis+OiWWQgOCR0SJB2upgaj4UPo80ZVOI9riG/jbSV+SJLHp653Me/5bjBU2FL6+IJNRq2lVBATOH05DkiTqtUpk6qqJ/9Cd+mu5J+C34OjmU0zu+jZ9nuzKuE9HAWAz23nivrcBmL3jZbQ+GnauPcn7k5Yw6vnu3D+6LR6PxNgHP8fjkZi18FE0GiVbtp/j3ffX8uar/fAoBSZP/4nXxnenS+uaOFxupsxdx84TaQxuX5+Jg9tds6Yv5hUz+buNXMovoVO96jzdvRWxoQHXrlGSJLZeSOOzHQe4WFhCfEggo1s1pmfdRFS/SLV3uN2sTUnlp/MXOJiVjShJJEdF8VizJtxXJR5BEJAkiZUXz/P63m14JInXW3Xg/sSkm0R61tn9TD+5i/eadmNI9fq3nLupZzay5MoR9nZ7Dt+7KDHbf+9bNAyszpSkf/fr69ijz9MgsA6PVR3+n74UnB4X5ypS2FV8iIOlx1DJVPSL7kYlTRzTLqyg1Gmkc3hjduTmkGs18EB8EybW6oBeqabEbmHGyd0su3wKpUyOwyohubyNHF9r2R67zMG0kztRCDJ8VWrMTgfR6iDSiw2o5Uo6x1VD7ZGxJSUNi8tFUmgY5goHeaVGQvU6BCeUlVsJ9dFhK3fgtLkJ1eswFFrQK5XI7CIuo5MAnRpzkQmtXA42Jy6jDR+NEktROQq5gGix4jKaadC+Nv2f7kGT7g2Q/Y4SEcU5pUwfOYvjW89QtWEVMjMqbtgeVzOKVr2SadmzAZVrRP3HCqj9We4J+G2YPWEBq2auZ+qml2nYyVvm8+zByzzfewbdH27NuGlDkSSJt8d9y5FdqddcKUcPXmbKxMV07lGfZ17ujSh6eGjUPPz9tXz60TBGT/6OUoOVL997kNAgH0SPh5nL9/DdlmM0TIzmnUe7ExLgtSxcbpEFO44yf9th3G4P3RvWYHibZBIrXY/l9ngktly4xOe7DpNSUEywXkfPujXoklSdutERN1jlpRYrq86d57uTp8iuqCA5Koo3OnWgZph3vGxjBc/u2MChvBz6Vq/J1Had0fzCXeKRJIZvW8Lp0nw29XyUKP3NSTcny7IZuvtL3m/Yn14xvy8RyOy20X3Xq4yp2o1hce3v/mb9gzx1/GWq+1ZhfPWRf+t5JEki15aPR5JQyVX4yHUUO0u5bMog1ZRGljWXAnsRDo8TrVxD5/C2dApvy/Ls/SzN2k0lbTC1fBL5Pv0UkTp/3kvuR6OQylwxlvFVymGWXT6N2+NB5VFit0oMT6pPjsnI9sw0OifGsyXv+oK8TqbCYvIQqvGhX7VaVJjsrDmfgtvjITkykrJSK9klFYT7+iB3ShSVWgj10WGvcOKwuAjz0VFeYEGvVCB3eC3un4Vbp5DjsThwG+3oNQqsRQbUShn28gpwOmk3pAUDn+lN1Xpxv3vuzh9I5eWe7+FyuHn4naHMf/snAkJ8MZZbCAnz5fl5j5LUtNrfcNf+ef6UgAuCkAGYABFwS5LUSBCEt4A+eHs1FwEPS5KU91vj/BsF3GFz8HjDF7CZbHxxajp+Qd7oiHmv/sDKOVt5d8UEGrSpQXmJibHdP6RSXAjTlzyOXC5jwZztLFm4l3c/HkqjZtVYtuIwc+buYOG80djcbp58fSk6rYo3nu5Jg1reBKC1+8/z3qKt6NUqnhrYhu7Nal6rdlhitDB/22FWHTqHzemicdVoHmhdn3ZJVa9Z7JIksT8tiyVHTrH7YgYuUUSnUpIUFU5ccACVgwOpGhpEg9godColK86e48O9+6iw2RndpBFPtWiOWqFA9HiYfeIQMw7vo35YJHO79iFMf/1VNdtsoPOaebSKjGdu2wE3WS4eycN9mz6kQVAsHzcZ9Lvm+kR5Gk8f/5xp9UbRLKTGn753fxeSJDHqyDO0DGnMqCoP/G3nSTdnMj99MWmWzFtu91f6UUUfS7gmlPoBSdT2TyTDUsTb55ZwxVJI5/CGXDbYOFySSY/oOrxQuwsHC7P5/tJJ9hVkoJDJiFYHcKXYSM2gMKa268z358+wJOUUUcE68h3XC5NJDhnBch/uT6hNQamJjamXkAkCTSpFU1RsJqO4nAg/H5QugfxiEyF6HaLZjcXkIMxXT3m+Ga1CgcoFDoOdAL0ac6EJrUKOZHHgNtnRq+RYiwxo1HIsxeWo5NDj0Y4MmNSTsJiQu5q71COXeb7TmwSE+fPO2snkXMpn7pRl5KcV4LZY8QnQ88G216jW4N9Zw+Ru+SsEvJEkSSW/+MxPkiTj1f8/BdSSJOmx3xrn3yjgAKlH03i6xRRa9G3MK0snIQgCDpuTce3fwWFzMmfPq+h9texYc4Jpz3zP6Bd6MGBUG5xON2OGzkGnU/PpgtFUVFgZPHwOPbrVY8K4zqRlFTN5+k/kF1Uw9oFWPNi7MYIgkJZbwhsLNnE+o5Dq0SE82KkhnZskorra6NhotfPDwTMs3XeK/HITYf4+9G9amz5NalEp6HqGoMnuYPfFKxzPyuNcXhHZ5QbKLN5+kwqZjCbx0QxrWp96MVFM272bH86eo3pIMJ/17nWtXO3G9EtM3LYOX5Waed36Ui/sejboF+cOMvXEDqY173HLdPs3Tq7lp+xT7O32HFrFzdEAv2ZF9l4+ufgjK1u9TIj6n8l0/COUOMp48vhLPBw3mG6R9/3l40uSxOrcjSzLXoO/0pd+0d3wV/riEJ2YRSuBSn+q+lQmTB1y7cHp9oh8k7GNbzO24a/UM6BSO+ZfPIzJZeeF2l1xOQVmnTtAgdVElM6P9lHV2JWWSY7JxLjkZoxt0Jhntm1gY0Yqgs8vauaIAmqXmn5Vkygps7Aj/Qo6pZJWsZXJyTdwqbCUCD8fdJKCrHwDwXotMrtERbmNcF89hkILSmTokGErtV0X7p9dJRU29OpfCHdRGVqtgn7jutHv6e74h9x9SYX005lMbP0KOj8t3R/tyJ4VB7lyJovAcH86PNiGJt0bUKd1TRTKf2ek0x/hLxfwX22fDMRKkvSbK1P/VgEH+H7qKr58aTEvfDOejsPaAJBy7ArPdJ9G5wdb8vSHw5Akibee+IZjey8y68cJRFcJZfumM0x9bRVPTOpK30FN+PCTTazbeIoZU4dQv14sFquDdz/fzI6DF2neIJ5nR3UgMswfj0di0+EUFqw/THpeKSH+eh7s3JABbeuiuxoaJXo87D5/haX7TnHgYiaSBI2rRtO9YQ061KlGgP7mzj0VNjsXC0vYcymDtadTyK8wUSMilNd7dcDgsvP8hk24RJEv+vehcbT3rSCltJjRG1ZRarPyXa9BJEdEXTv/8G3fc7IkjzXdH7mpHdv+ojRG7/+WT5sOoUPknS3q6Skr2F54inVt3vhX+yJ3FR9k9uWvmVr3JeL1f222qF20My99MXtLDtMiuBGjqwxFf4fWcqnGHN49v5QrlgI6RyQTLI9gdupuonWBPJ5wH3POHCbFUESDkCjG12lFRqmB9w7uJkij5eOOPUgKCWP8lrXsLLiMoL4e+ilZ5dwXWRWXVeRgVg5+ajUdq1QlI6+MMzmFhPv5EKLUkppZjL9WjV5SUFJkJsRXh63Ujuj0EKhSYS6y4K9TYy02o0RA4RJxllvQqxVYi8rRqLzCrdcrGTChJ33Hd7sh0eZu+fyZhaz4aO21n+PrxDJgYk/ue6AVKvXf3+f0P8GfFfArQDnexixfSJI09+rn7wAPARXAfZIk3VSjVBCEMcAYgNjY2IaZmbd+XfxPI4oik9q+Rua5bOaemk5YrNdf/OWbK/nh0828vXQ8DdsnUVZkZGyPD4mtGs4Hi8ciCN5aKWdPZTH/+yfQ+2h4/KlvKCis4KknOtKze31vxMnGE8xZvAePR+L+rg0Y0b8pvnoNkiRx6HwmCzcc4UhKNv56DYM7NGDQffUJ8L0u0PnlRn46cp61xy6QWWxALhNoVDWatklVaFo9lqrhwTjcboxWBy7RTZCPHqVCxoazF/loy16KTBae7tCCrnUSGL1yFblGI+916UzvWjUBKLJaGLR6CQa7nR/6PUC1QK9YF1pNdFk7n+r+ISztPOyGXpxOj5vW6z/gvshEpjbsf8c5nnj8C2yik88bj/8rb91fzrvnZ5Jty2NW8rs3VPX7s/wc+pdvK2RgTE/6V+p+7UGWbS1mfd4RUk05hGsCGVO1G1q5ivnpm1iRvZdAlQ9PVuvNmqxUNuedp1NkTWI1Ecw6s58QjZ63m3alTkAEL+zazO7sDNrFxvNh+27kmU2M3bSaPE8ZQRodZU4rOAUqqYIIlek5k1tIoFZDr8QaZOSVcyAti2C9jjg/f85czkerVBKm1ZGbbSBAr0GyiNiMTkJ9tBjzTfhoVLgNdiSHG51MwFZswkerxFJQjlolw3rV4h44qRf9nuqG3v/Ph/CtmrmeeS8sok6bmgx8pjcNO/12yYj/Bv6sgEdJkpQnCEIYsAUYL0nS7l9snwxoJEl67bfG+Tdb4OCtlTK2/rNUb1iFD7a9hkwmw2l3Ma7DO9jMDj7f8yp6Py1bVx1jxgvLGPNST/o93JqCPAOPPjCbeg3jeGvGA5hMdt6a+hNHj2XQvl1NJozrjK+vhqJSE3O/38eG3efw99Xy6KCW9OpQ55p/+0xaHl+tO8ye0+moVQp6tUhiWOeGRIcFXLtGSZK4kFvElpOX2HEujfRCb8q3Ui6/qZxs5dAA+jetQ7fkBD7Yspf1Z1J5qHkDHm3dmPFr1nIkJ5fHmzVhYitvk+Qso4H+Kxfjp1KzZuBw9Ervm8APaad57sA6Xm/ciRGJN/4OTTm+mi15F9jT7dk79sscduADqvhE8Gad/3xkx+1IN2cy+cx7DIrp9adCCIvsJews2k+OrQCXx4VMEDhaftpbFbDaCOr4e99YJEliRc4+Pr+8DlHyUMUnkkxLIU6Pm3BNAIV2A70rNaNbRDMmH1vNFXMJYxLasCcrhyPFOfSJq8WbTbqwKf0yb+7bgcsj8nKLdgytVY+vTh/jvSM7UKlk2GVOZAiIJhkx+gDyC034qTUMrVeXvEIjG85exE+jpnZ4GKcv5SG6JeKDAsjMKEWnVKJHgaHYSoifDnO+CY1cjtzpwWGw4adRYimo8EaVFJajlIOjvAKlIDFgQg/uf6bXHUMBb0dBRhHjm06mZb+mPD3n0f96ob4df1kUiiAIrwNmSZKm/+KzysA6SZJ+s7zcv13AATZ+tZ0Zo+fw2IwRDJjo7ZiSevwKk7pNo/PQFjz90XBvFcOxX3PqYBqz104kKjaY1csOM/vDjTw2oTP9hzRDFD0sWXqQrxftIzBAx6SnutC8mXdFPCW9kE8W7uDUhVxiowIZM7gl7ZomXFvMTM8rZdHmo2w4mIIoeujYOIFOjRLw1WmoERuGj0597XpzSis4lp7D5fxSAvQa/HUalHI5BQYThy9lcyQth2BfHe8P787Wi2l8e/AEQxrX5YWubXlr+w6Wnj5D98QEPujeFbVCwYHcLB5cs5w+1WvyYftu18IPR2xfyomSXLb3Hkuo9vof476iyzy6fxEzmwymY1TN35zb/nvfoklQIi/W+n2Lnv80oiTy2tnpFNiLmdngLXSKWzeX/i3cHpEf8zayKmcjbslNhCYUtVyNyWWmWXAyQ2L6oJJfXy+Yn7aRbzK20SKkJs/WuJ8QtR/Lsvbw2aWfiNdHMDGxH1aXxKQjy5EJAo8n3MesU4eocNp5p2lXWobF8fKebWzJuEyTyGjeb9cFH5WKidvWsTc/A0Hnfaj7iz5U2B1onAo8TokH6tZFsntYdfw8ckFG08rRpKQVUma2kRAeTH6WAdHtIcLHh8LsCgL0GtwVDkSbGz+lEkuxCT+dGkueAa1KjqPMiEwU8VisSHYbPcd2ZuiU/gSGB/zh+3H55BV+/GwjG7/aDsCy/Hl/arz/z/xhARcEQQ/IJEkyXf3/FuBNIE2SpEtX9xkPtJUk6f7fGuv/g4BLksSrfd/n2ObTzD76PnFJMcB1V8pb34+nUYckSgoqGNt9BlVrVWLqN17L4I0Xl3Fwz0Vefud+Wt3nFbPUi/lMnb6ejMwS2rWpwZOPtSck2BdJkth95DJzv9/HlZxSqlUO5eH+TWnbtPq1kMASg5nvthxnxc5TWB3etG6FXEajGjF0apzIfQ2q4af/7Rjs05n5vLxkE9klBl7o245cq4n5e48ysGFtXunRnq+PH+f9XXtoEx/HnL69USsUfHJ0Px8d2c/0+7pyfw3vMzndWErXtfPpWbkWH7bsdW18t0ek7cYZNAmJ46M7RKMM2Ps2jYKqM7nW3SX//FMsz17DDznreKr6KFqGNL7zAb/C6DLx0cW5nDdeollwMg9VHkiwOvC2++8vOc+LpxbQI6oJzyUOQERCKZMjSRLnjJkk+kTz3ZXDTD+7hWp+ofSv1Jh3ju0gXOfL5237U2A088LOzZicDp5p3JKRdRuyOzuD53ZspFyy4FG6uS+0OjsyrqCUFIgWD61j4kj0D2bFUW+kU5uqcRQUVpCWX0ZcSAAOg5PSMgsxwf4UZVeglsnRSTLMJVaCfbUY87yWtqPEhFyUwGZHtNiQe9zYyyroMLQVI94cTGR8+G2/9+9l3vPfUlpQzkOvDwZJIqpqxJ8e8/8rf0bAqwCrrv6oABZLkvSOIAgrgES8YYSZwGOSJOXeZhjg/4eAA5QXGhhT9xlCY4KZeeBdFEoFTruL8R3fxWqy8/leb1TKpuWH+XjKCsa90Y8eDzTDZnMy+alFXLyQx8vvDqRFG2+KvsslsnjpQb77/gAKhZzhQ1swoG9DVCpvON/WfaksWHGArLxyYqMCGdanCZ1b1bgWlWK2OcguNFBhsXH4Qhbbj10ip7gChVxGs6TK9Ghei7b1q6JSKpAkics5JWQXGbA6XDSpGYNOq2LydxvZdS6dp3u0xCS5+GL3YdolxDNjUA/WpKQwZdMW2sbHMadfH+SCwNA1yzhbXMi6gQ8R5+8VoQ9O7mL22f183+lBmoZfX9x789RaVmedZE/X59Ar1TdP6FUeOfQh4ZoAptb7e2Or/whXLFm8dHoqLUMaM676I3d9fIXLyBvnPqTIXsrYqsNoHdr0N/d3etwM3f8+PkoNnzcaz4vHVnHBUMCK+8bio9TgFN28dXodKzJP0DGyJtV0lfjo1B4ahUYzp01/fkg5x9SDu0kMCmFmxx5U9g9kxuG9zDt1hGB/DU/Ubs63Z0+QUWFA5hIIV/rSvUp1tp9Jo8BopnmVWJQugQMXMgnx1ROs1JCeUUK4vw/OCic2k4NwXz1lOV7r21ZsRgnI7W6cFTa0CrAVV6BWClgKS6nftiZjPniI6slV/uAduBmb2YZcIb9lvZP/Ne4l8twle1Yc5M2BMxj+6kAeet1rWd4qKuWlh+dz8Uw28zY+S1CYH2aTnclPLyL1fB4PjmzNsJFtkSu8FnVuXjmzv9jO/oOXiYzwZ/QjbWnXpgYymYDo8bDz4CW+WX2ISxnFhAT68PCApvTuUPeGGijgfUs4n1HIliOpbDmSSmG5GV+dmmqVQigzWcksKL9h/5Z14nn14U5M+2k3G06k8nSPluh81by9bgeJ4SF8NrQ3uzMzeHnzVnrXrMH0Ht0osJjotuwbKvv580O/oajkcmxuFx3XzCVQpeWn7o9cW9A8VprJ8D0LeC+5L31i6992Tl898y0pxmyWtXzpL7xTfx5Jknj93Azy7UV8WP81fBR3t9Dm9oi8fm46mdYcJtd8ilp+1e94zNrcQ0xL+YHp9UdzsrSIj897qx8+mtCKkdVa8vThpRwuyWBsQmsMFpGvU4/Rs3JNpjbrzsu7t7Lq4nl6VE3gww7dyTUZGbdlLefLCqgXGc5pYx6CQ47glIMNusYnUFhk5FxuETUiQqkTGsbGo6lIQFJEGBdS8lArFASrtRTkVBDmr8dUYEKFDJUoYSuzev3c+RX4aBVYCsq8kSUFJVSqEsqYDx6iWc+G/7P+6X+CewL+B5j60Ex2LNnHzP3vkNjY67/+8o0V/PDZFt5bOYH6rWuQm1HC4z0/okWnJF78aCgADruLTz9Yz+Z1p4ivGsaoJzvQsGnVa40gjh67wpx5O0i/Ukz1auGMfqQNjRteT3c/dCqThSsPcioll/iYYF4b352EuFt3YBE9Hg6dz2TH8ctk5JehVMjp3DiRmnHhyASBHScus2D9YaJD/fl0Yn8+Xr+P9cdTeL5vW2IjAnlm+XrUCgWzH+zD3pxMPtyzjxHJDXi5fTs2XbnMY5t+ZFhSPd5u0wmAFelneHb/Wua06U/XWO8bhiRJdN06k0itP1+3evi287kiex+fXFzN/CYTSPCt9Ffdpj/NBeMlXj83g5HxQ/5QO7VvMpazLn8bT1cfTYuQm/7Gbsmowx8jSiJvJz1C7x2zaRNeHZkgu9ZYweSy81aDPuzMzmT1lXM8UqMRj9dqwaRt69mTk8kzTVoyLrkZy1PO8srerSgUAlalNwdAssgRnAIxqgASfILZl5pJiI+Onkk12H0yjezSCurFRlKUW0FpuYWqYUHkpJehUytRu8BcaiXEV0tFrgF/vQZzbrnXz11qRC55cBqMaFQCI14bRO8nu/xXxVv/W7kn4H8As8HCo3Um4ROgZ9bR91GplThsTh5v8xYymcDsXa+g0ihZNHML3322ldc+H0Gz9t6uNpIksXdHCnM/3UJhvoGAQD2dutdl0PCW+AfoEEUPW7ef5+tv91JQWEHd2tGMfLgN9erEXDt+95HLzPhyGxUmOw/1a0KrhlXR69QYjFbOXy5ApZTTqWUN9Lrbuy0AjqVmM3HmasICffn82YG8s2o7285c5tnebWiZFMfji36k1GLl7T6dOF6cz4Jjx3kouT5T7mvHtEN7+OLkEd5q3ZHhtevj9njounY+ABt7jkZx1V//eeouZl7YwaZOTxGjD7rldRhdVh48MI0YXQizGj75r7HY5qcvZnfxIeY1+gC1/O5e13cVHWB22kK6RLRjZPzvq+/yc1u5iYn9OFxYyKa8c6zrMB6r6KTXtlkAzGs+nG9TTrIp+yLP1GtDs5A4xm9ZS6ndylutO9K1SnWe37GJTVcu4h+gwCjakTsVeNyAWUbDkCjSskpwixIDk2tTUmJmx5k0ooP8CVVpOXcxn8ggX1wVLkwGG1EBvhRnlBPoq8VaZEIlCAhWJ26zHZXHg6PciAIPjrIKuo9qz8NvDyEg9N+bjPXfxj0B/4Mc3nCCKT3eZfDzfRg9dRgAJ3Zd4KX7P2Hosz0Y/kIvnA4XkwbPpjCnnJkrxxMZez3hxelwc3DvRXZuPce+nRfQalUMfqglAx5ojkqtwOl0s27jab5bcoDSMjMN6ldm1IjWJNXyWqgGo5W3Z29i//H0W16fTqOkV4e6DO3VkNCgG5skmK0OVEo5KqWC4xdzGP/RCqpFh/LZhP68/sNWtpy6xJCW9RjQog6vr93Gyex8Hm3VCKtC5Otjx+lbqyZTu3ZmzKYf2Z2dwbI+Q0iOiGJjViqP717JB817cP/VDM0CWwUdN33MqISWTKzV8bbzuT7vCFMvLOPVpKF0jGjwp+7NX8WzJ98kWB3I5Jp3F5+eZyvghdPvUM0nnpdrPY1ckN/xGEmSeOPsd+wtOcdXTZ6h59bZDI5vxJS63QFvVE+o2pcZJ/eyOfsirzbqiNaj5uU9W4nU+zKnS28qHHae2b6BYqcZj8ZFZV0QGWUG5E4FGoeCUJmOwlIzravHUS8snEU7T+AWRZpWieHkmWwkD8T4+5GZXkpYgB5bsRVcHvSCDHOxmQCdClNuuTeeO78MjUqGuaCEmo2rMO7TUSQ0/GMNre/xx7kn4H+CGaPnsPnrHXx2eOq1RZr3H/uSfWtP8Pme14iKDyU/q5SnBnxKeKVAPvlhHHLFzX/MmVeK+WrOdg7sTiU8MoBHx3Wkdfua3tR9h4uf1p1kydKDlBusNG1ShfGPdaRSJe8CYnGZiRPncxBFDz56NTWqhFNcZmH5huNs3ZeCTCZjRP+mDO/bBJvdxYdfbWfz3gsAJMaH8ckr93P8Ui7Pzf6JTo0TeWNkV6b9uIvl+0+jUsgZ0a4huTYTq06ep2tSdeKig/h0/0EmtmrB8OQGdFu+EJVMzoZBD6GWK+i1fgFWt4utvcdc84WPO7iE42VZbOk04baLmR7Jw8jDH+H2iHzd9BkUsjuL3t+JR/Iw/NBTdIu8j2GVB/zu4yRJ4tVzH5BnK2R6vVd/dxPkRRnbmZu2gYfjO+EjC+L1k2tZed9j1PD3Rli4PR7G713NxqxUXmvUiZIKO58dP0ibmDimt+/G3JOH+fLUUVS+UNU/CIPVSV6FCcEmI1yux1hqJ0SnZ3SLRmw8nMLZ7ELqV47EWeHkclYJVSOCKcquQHJ7CNFoKMmpIDRAhyGrHF+9GluBEbVMwGUwIRPdOA1GfHRKHn1/GJ0fbve7KgTe46/nnoD/CUzlZkYnTSQoMpBPD3qjUkoLDIxu+hrJ99Xkla+9JWD2bDzNu099xyPPdGXQ2NvX0DhxJJ0vPtlC+uVCateP5bEJnUmo4U1ft9mdrPrxOIuXHkQUPTw9rhNdO/12x/i8ogo+X7yHrftTUchleDwSgkxgQJf6qJRyvl97jLo1KvHxlAEs2nyMz1buZdLgdgztlExmcTkz1+9jy6lLhPv70KVZDb7cd5RhTetTKtlYm5LK9w8Mxia5eHDNciY0asGExi346co5nt73E1+3H0TbKK9Fdqoshwd2z+eZpI6Mqt7qtte7p/gsU04vZEJCX/rHtLzb2/GXYnAaGXvseR6JG0zXu6h7cqj0BB9e/ILHqg7nvrA7fwe3R2TO5XUsz95Dx/AGvJL0AI8fXMwVUwkbOz11bf3jxYMbWJZ2ilcadkAnaXhx12aG1KzDwBp1mLxzExeNxSSGBpEcXonVFy9gt3mQ2QUi5b6UlJjpVacGUTpfvt15HB+Niiax0ew5ehm9Wk2oRktWRhnRIX6UZRnQKBTI7C6cRgc+chmWQiN6lQxrkQGVTMJaXEb3Ue0ZNfXBa0Xe7vGf4V5T4z+Bb6APT84cyeUTV1j1ibfxcXBEAIOe7sL+dSc5vc/buLhVlzq07FybBTM2smT27XsqNmhchVkLH+WpF3qQnVnC+EfmM/2tHyktMaHVqBg6uBkLvhhJjYRI3p++nmU/HP7N64sK8+fNCT358KX+DO6RzPB+TZj/zlAmPHwfTzzYhhfHdub4uWzmLN7DiG6NaVu/Kp/8sJuTl3KpHBrIjBE9+XrcIJxukV3H0xjcqA6LDp2ka5XqRPj6MHnTZhpHRtO9SgLzTh2hzGala2wNAtVafki73huzXlA0LUKr8PXlA9jF27cjaxWSRIPAqnyVvpkK1+3bt/0T2ETvwt+d6pH8EkmS+DF3I5GaMNqGNr/j/i6Pm1fPfMvy7D30rdScybUGUeGycaA4nfaRidfWAqaf3MWytFOMq92CaE0QL+3eQsOIKHRKFQNXL8HodPB80zY0D41jyamz2CweAkUtvjYVLrObZzu04kpGKQu2HaVZtVgiZDp2HrpEQmQonnInpQUmovR6itPKCNFrcRaa0IgglFvAZEcwmRErzIgGA+Hhej7e8xYT5z52T7z/xdwT8N9J6wHNaNazId++uZySPG/6ev/HOxISFchXb61GkiQEQeDFj4bSrld9vvl4M8f3XbzteHK5jJ79GvL18nHcP7Q5OzafZeSgWSz7dh8ul0hoqB/Tpw6mXZsazJm3gyXLDl3rw/kzBoOVKa+tYP6C3VRUWGlWP54nh7Vl7JBWJFa5nkjRvV0S/TrX4/t1xzh3KZ83RnalUogfk79YS7nJCkBylUrMeLgn2SUG3GY38SGBfLhlLy/f14600jKWnjrDhMYtsLhcLE05g0oup1tsDbblXMbuvi7Wjya0ptRh4afsU7f97oIg8HRCXyyinc8u/vRHbsdfhnC11omH3/8meqjsOGmWTHpFdbpjrRS3R+Sdc9+zt+QcTyf0ZVKN/ihlCtZkn8blEekd461Bv+zyKWafO8CQavVpHBTLmI2r8UgSF8tK+er0MQbVqM28rv1YdeECX585ieASqCYPwlrkoGZoKPfXTmL2mgOUma30qluD48czKauwkhAcTNr5QiICfPGUOnBW2PGVBEy5BnwEAXN2GRrJgzW/BJnDjrO0lJFvDmL20fdJapH4xyf2Hv8I9wT8dyIIAo9/9DBup5v5LywCQK1V8eCzPUg9doUjW7xd5hVKORPfvZ+I6CCWfr7jhjFyrhTz0UvLmffeWnauPYnT6Ubvo+HR8Z2Yu/hx6iXHMX/WNp4YMZeUc7nI5TJeer4nzZtWZe6XOxk+ci7zvtrF6TPZiKKHDz7awP6Dl/nu+wMMeehzNm65faf4Jx5sQ0igD58s3Ileq+K9sT0xmO30fekrXpq7jre+3syxs1kMb5vMmmMXeKhpAzJLDThsbhpHV+KLw4eJ9w+kUUQlfryUAkDnmARsoot9BRnXztMkJI7aAVEsvHzgN5seV/GJYHhcBzYVHGdT/rE/elv+NH4Kb1mAcqfhd+1f4TLy1ZWlVNZF0y6sxW/u6/aIvHv+e7YXneLxaj0YcNVd5JE8LLlyhLqBlagZEMmRomymHNpI68h43mzSmW2Z1xesqwYEsaLfUBpFVGLg6iVcLivFV1QR7fYlP9/IsCb1Ecwevt15nBaJlamk9GHT3gskRofiKXdRmFdBtJ8PBRdLCPPTYc83opHAU2JGZnOCwQQWK+6ycmo1iGHe6RkMebHfvdDA/yfcE/C7IKpqBIOe68O27/Zw/qDXuu44pDkRlUNY9MFafl5PUKmVdBrQkNOH0vn2k82UFho5sf8yzwyZw7bVx1m7+ADvT1rCyPbvs2bRfkS3SKWYIN6cPoQ3pw/BYnYwYcxXrFp6CKVSzjtvDGDq2/dTKSqQpT8c5ulnF9Ox+wfsP3iZJx/rwIK5o6iZ6HW3fDZnK6J4XTj3H7zMqh+PodeqGDWwOecu5bP/eDqJsWHMfLofretW4dSlXNbsO8e8NQepExWGXCYjp8BAbJA/K4+fY1TjRhSYzOzLzKRTXFVSSovJN5toFh6Lj1LF5uzrbxqCIDC8ajOumEs5WHzlN+fzobgO1Auowoepq0gz5/8Nd+zO6BRaQtXBXDb99rUCOEQn01M/x+q2Mq7aI78ZdSJKHt6/sIythScZW7U7D1Rud23bnsLLZJhLGValKYVWE+P2rCbax5/PWvdFKZMzqUlLfhowjGV9hrC490CWXTjDszs24nC6CZP0SGUeFB4Zo5o1ZM3e82SVGBjUpA6nTmaTXVhOnahwLp0pINRXh6zChaXEir9MRkVW+XWr2yNiyytBsFnxmIxMnPMo07a+RqVqkbf9Tvf493FPwO+SwS/0ITDcn/kvLkKSJBRKOYOf7sqlk5kc2HDdbdBzaHMatKjG4lnbGNb6HV56eB5qjYK5G55h5cm3ePurUUTFhTD7zR8Z3+9TUk5lAdCsVQLzFj9Gs1YJzPloE19/4bXimzauyoz3h7B6+VO8+lJv2rRKoE+vBgzo25C4yiF88N5gBvRtyIrVx5j+8UZE0cOqn44z5bUVzJy9lV17UujeNolK4QF8ufwAkiTRuGYsbz/anXUfjGHv7PEE++nYcCCFFomV2XE2ja5JCRzOyKFBZCRapYJd6Rm0jfV2ONmTnYFarqBDpepszr6I23P9odE5qib+Si3LM37bslbI5Lyc9AB6hZoJx7/4j4l4cmAdThrOUeIou+0+BqeRaSmzuGS6wrjqjxCrv30ikih5mHp+KZsKjjOqShcejLu+OGp1O5lxbgvhGl/aRSQyZtcKzC4Hs9v0x0/lrWvjr9ZQNyyCML2eviu+Y2nKGQQnREg+VBTaaBFXmXrB4Xy95Sg1K4XSMCKS1VtPExsagN4hJ+1SEfEh/hReKiVIr8FZaELplpDKzMisV61uqxVXWTnJbRL46txHdB/d4V8Tl3+P3889Ab9LtD5ahk4ZwJndFzi66SQAnR5oTmxiJF+9sRL3VT+1X6Ced79+lE9WjGfExC689MmDfLb6aaIqhyCXy2jYKoH3vx3DlE+HYaqw8szg2Xzz8SbcLhG9j4ZX3h1It94NWLxgDxt/OnHt/D56Nfe1rckbr/RjwrjO1/7o5HIZ4x7vyIhhLdm4+Qwdu3/AzFlbaNIonirxoXz4ySbKDVYe7N2IlPRCzqTe2P1OpVTQvXkt9p+5Qt3YCLJLK0iKDMcjSZzNLaR+ZCTHcvNIDAohWKPlYF42AF1jEzE47Rwpyr42llqupHdMXbblp1Du+O1FynBNAJ8kP4ZSJmf8sdn8mPPbrpe/g95RnQGBGalfkG8rvGGbJEmcKD/D86ffIsWUxpPVHqZZcMPbjuW5ann/LN4j4m+MiX/79HrSTMW8k9yXL84d5HRpPjNa9KJm4I2ZtluuXKb7sm+4XF6G3CYQ4tZhLLUxomky2Vll7DqXzqBmdSjJNnLwTCaNq0Vz5UIRSpkMP1FGcZaBEI2K8oxS/JUKzJmlaJGw5XutbqwWnv/ycd766UVCKt3YqOMe/3+4J+B/gB5jOhIRF8rXry5FkiTkCjmPvNyX3PQiti09eMO+CXWiGfJ4e1p3q4tf4I01NgRBoFWXOny+biLt+ySzZPZ2XnxoLmVFRuRyGU+90IMGjeOZ9eFGrqQV/a5rGzGsJVNe6MXDw1vy1JOdeOu1/rz+cl+cTpH5C3bTuXVNtGolm/ZcuOnYjo0SED0SDpt3UVIueR8OFwuKqRcZycWSEpyiSKPIaI4VeB8ArSPjUcnk7MhNu2GsAZWTcUse1ubc3i//MzG6UD5r+CTVfSoxI3Ulow9/zJ7is/xTIa4h6iAmJIym0F7MM6feZPblhaSa0thXcoTXz81gasos9Ao9U+u+dMciVQvSt7Ax/xgj4zvfJN5fX97P6qyTPJbYhlhdCHPPH6JPXNK1kgQALlFk6oFdPLpxNXanG1+nCp1Ngc6jYGSThvyw8zRu0cOQxnVZs807RwlBQZw6nk3ViCAMVwxoZHJkFXZEswOF2YFYYUUwmZFMFlxl5dRvWY35Z2bQ6aG296zu/+fcE/A/gFKl5IHJ/bl4NI0T27wC1bRLXarXr8zHE7/lkcYv8/mUZRiKjXcYyYveV8sz7w/i+RlDuHw+l6cGfErGxQLkchkvvtEfvV7Nmy8uo8JgveNYgiDQsX0tRgxrRb/eyahUCmKig+hwX0327LuIQiajab049h1Pu0kga1YOx99HQ05BBQBlJiuhvnrSS8pJCg/D7fFwsaSEBuGRZBoNlNqs6JUqkkMr3bCQCZDgH06dgCh+yDz+u4Q4ShvEx8ljeSVpKDbRyZTTC3nm5Dzybbd3a/yVNAqqx/T6r9IxrBUHS4/x6tkPmHnpSwrsRYyKf4D3604hRhf1m2McK7vEwoytdI9sfIN4S5LEvIt7mHZ2M52javF4YlveOb4NmSDwfIN21/bLrDDQb+ViPj95BMEFlWS+OMpc1IuIpFlkNAu3HiO5ShS1AkNYvuUktSuH4y5zkptrINbPl5yUIiIC9VRklOGnVmLLKUeDhD2/BLnTgWisYOLs0byz7qV7Vvd/CfcE/A/S8aG2BEUEsGy6NwxOEARemv8oA8d3Ib5WJdbM38Gopq+SceE3K+zewH29GvDR0ieRJInnhn7OpbM5BAbpefW9gRQVVvDGC0sR3bd3L5w/k822jbe2eFu3SsBmc3LyVBbNk+MpKjWTlnVji1OZTKBqVDCl5WYUMhn5BhOVgwLILjNQI9TbYi612CvgACcKvT7rFhFxnC8vpMx+4wPm/riGXDIWcaIsm9+DIAh0imjAt82eY0JCX85VZPHwoRmsyN73j7hVglQBjKzyALOT32NctUd4t85k5jScSueItqhkv91tyOq28/6F5URrQ5iQ2PeaZVtkM/LkwSV8dH4b3SvVZnqjAazJuMDGrFTG1WlJlN7b1PenSyl0XfY150oKUTlkVFMEUZxv5v76tRGNbjYcT2VgszqUZFdw8GwmzRNiOX8yD71ahcYqUlFsxl8mx5hjQO+RsOZXILPacZVVIFYYqZ4UydyT0+n+aMd7Vvd/EfcE/A+iUivpO747xzaf4spZ7wJkROUQRr7aj1cXPs6snS8jukW+enPVDVEhdyK+RiQfLn0Sna+G18YsoDjfQFK9WCa91Juzp7IZNWQWK78/iNXiuOE4m83JhEcX8P7rqzh1LOOmcevXjUWplHP0eAaN61YG4Pi5m4XV30eL0eogyFdHcYWZ6EB/cg1GYgL8UcrlpJWWUTc0ArkgcPKqgLeO9C5s7s6/sV5Lj+g6+CrULE7/7USkX6OQyekf05KFTZ+htn8cn1xczZNHZ3GyPO3OB/8F+Cj1tA5tSlWfyr+7J+bnl9dTaDcwudZgNFcLYqWbihm8ax4HS9J5sXYXpjXqT77VxKtHNtE4LIYxtZpidTl5dvsGntq6FqdTJNijI1z0oajEzJNtmrHv5BWuFJUxsk1Dtuy6gNnmpFZ4CMeOZlI9KpiytHL0SiWeEgsyp4in1IzM7kQsMSCz23CXGXj0nSFM3/E6kVX+fJOFe/y7uCfgf4IeYzui1qr48bONN22Lq1mJh6f05cjWs8yctOiWx384fiFDk55nTIvX+XHudkS3dwE0vFIgb859GLvNxVtPfovL6aZD1zq8+EY/AgL1fP7xZob1/YRl3+7D4/G6Jy6cybk27nuvriQr40brWq1WUiMhkrPnc4gI8SPIX8fFjJv96lq1ErvTRZCPjnKLjQh/X4rNFgSgckAAGeXlaJVKEoJCOFXkFfC6wZEEa3Rsz7l8w1g6hYoBcclszD1Hmummftd3JEIbyPT6o3mp1mAKHQaeOv45z5yYx7mKf1dj7BPlaazOPcD9Ma2oExAHwHlDHsP3LMAteVjcZjQPVWtOnsXI2F0rEBCY0aInF8tK6b78W35IPYfMKRAj90csFxE88FiLxny96ShalZLedWqwaO1RIoP90DlkpKUVEx/sT/aFQsL99RgyyvBRKrBml6Fyu7EXlSEajcRUDuDzY1MZ+Gxv5PL/bM2Ze/w93BPwP4FfkC9tBjZnx/d7sVsdN23vO7YDA57sxObF+7l48kbRkSSJvWuOU15kxDdAx+dTljGx2zTKrvqfK1ePYNLUgVw6m8OP3+4DoH2XOnw8byQzvxxFUt0Y5s/axmvPfY/ZZKfw6nFvTh+CyyUy9bVV18T9Z2okRpKWXowoeoiJCiSvsOKmaxbwvl77aFRY7E78tRpEj4TF4SQmwJ/sCu8xDcKjOFlUgEeSkAkC7aKqsiv/yg3hhACjqrdEr1Dx9qn1f8gNIggCXSMbsaT5izxerQcXTbk8fvQzXjvzLbnWkjsP8Ddz2ZTHy6cXEqsLZVSVLoC3JswjexeilStZ1Hok1XzDmHV2Px3XzCPTVM4nLXuz8fIl+q38jgKzCZlNoIZPCEX5JqoEB9EzMYE56w9Sp3IE1f0CWbn9NI2qR1N0pRy3UyRIUlKcZcBfLseYa0DjEnEWmxDMFjwVJjyGCoa/2IdPD7xL5Voxv/u7uF1uXuz6Nsun/2ezY+/x+7kn4H+SLg/fh9VoY//qW7sJHnimO0q1gu3LD920Ta6U0+mBFkxf9xyT540m+2IBz/eZQXGud+GuVZc6NGlXgyWztmEoNV87rkZSJd6cPoRxz3bjyMHLPHz/p8z+cCM6nYrkxlV4bEJnLqfmc+hXqfxV4kNxOt3kFxgICdBTVnFziJ/D5UapkCO/2iVIebUJhdvjIUSno8zqrR2SHB6JyekgrbwUgI7R1TE67RwtzrlhvGC1D8/U7sShkivMvbj3907rTajlSh6o3I6lLSbzcHwnDpRcYMShGSzO3IHbI955gL+BrQUnePLYLDRyFdPqj0anUHOsNJNR+78hQK3jm9aPoBAUDNmyiOknd9G+UjWWdHiQr0+e5J0Du1B55IhGD42CokjPLKV9YlVqBISwaOcJOtWtjqPUwYHTGTRPqMypY9mE+PvgKLAiOUUEox1sLqQyCzKbA3dxOR6jidBgDZ/sfYvhrw28q2zKHd/vY+Fry6jVLAFjmfnOB9zjX8E9Af+T1GlTk7DYELYt3nPL7XpfLU061WHb0oOYK64v8gmCQOOOtdm39jgOq5M2fRvxzvKnKC828tL9n2A12wEY/UIP7DbXTcWxBEGg9/2N+fTL0VStHoHD7qLfkKao1Aru61ybsAh/Vi65MaTx59K0eXkGdFoVVpvzpus1Wuz46TQ43SJKhQLP1QgSQRBQyGS4r1rR9a8uZJ4sKgCuhxNuy7l005gDKzekR3QdZl7Yzkfnt/6pBUmdQs3IKp1Z3OIFmgQl8vnl9Yw/Nvsfi1YBb4r8Zxd/4s1zi6nuU4kvGo8nShvE/qI0xuxfRJjGl29bPUKWyUifDV+Taijmk5a96R2dxCNrV3IgNxuVS45OVNIkpBJn0gsY1rQBHrPImiPnub9pbS6czSWnyED96EiOHc0gPjyA4kulBOjUWPMq0Aky7HkGZDY77tIKRIOBng+3Zs6xaSQ2+v31uu1WBxsX7KAws4iQSkEMe/V+Rr079G+cvXv8ldwT8D+JTCaj3eCWHNt8GmOp6Zb7DJnYDavZzscTvr0hpK7DoGZYTXbOH/EuztVqUpXXvn2cvPQiPntuMZIkEVM1jM79G7L++0OUFd0clli9RiRTPx3GNyufYsQYb8afQiGn78AmnDqeyfkz1xcqQ4K9dT9Ky8woFHLcv4pocblFUrOKqBwRiNHmwE+rxnXVL6+Sy3F7PCiv1oOO9w9Eo1CQWub1beuVKpqFx7I5++JNYYOCIDC1YT8GxTVk3sW9PHVoKUan7fdP8i0IUfvzbr2Hea32g2RYihh1+CM25R/722PHy51mnjkxj2XZexgQ3ZKPk8cSovZnW34Kjx9cTKw+iAUtRjD3/BEe2PIdPgoVX983hJ3pmTy26ScESUA0eUgOiaK6Jojj6Xk81b45Fy4VsD81k2Et67NtTyqiBNFaH86dzyUmwJe8iyUEadVUZJejdom4SkwIRguS0YRWcvLWqmcZ/9loNHfozvRrclLzSO5Qm84j2tHnya736n3/P+Pe3foLaDe4BaJbZP+PR265vVrdWEa81Id9a09w7tD1SIrIyiEAlBZc90XXbZnIsOd7seOHw+xe7U1FHzimHaLbw9rFB245viAIREQF3PBZj/4N0fuoWb/6+LXPfPTeVG2zxYF0tWb4L9l27BIVFjudGidSYrQQ5KvD4vRa6ZpfvY7LZTJiff3JMl6/9t7xSWSZDRwqzLrpGuWCjNfq9WRyna7sLrzEgJ1fcLo856b97pYO4fX5sukE4vThvHP+e8Yfn0Oq8c+PeyvOV2Qx+vDHnDNmMqXWEJ5O7ItCJudAcToTDy+jhn8E81s8xFvHtvPlhcMMT0hmTEILHl23mh8vXSDBN5jyUhsDk2rjMYqcys5nSrd2bD58kdS8YoY2r8eKzacI8tWhtHgoLDQSptRQlluB3gOOUgtyox3BbEcsNSBWVFA7OYYvTk2naY/bZ4f+FtUaxBMWG0pQROBfPFv3+Ce4J+B/AdUaxBNeOZR9P94+XK7XyLaotUp2r7ou8jo/LQBWk/2GfQdN6Eq1urF89eZKnA4XUZVDaNQmkU0/HPndIYlarYpGTaty4uj1Ik1qtVeEnU43TreI6hddgyRJYvGWY1SOCCQxNowKq53oIH/KrXb8tWrkMhmix4P8FxZauI8vhZbr/tIesTXwV2lYmHrrGig/F7r6tvUjSJLEsN1fseDS/j8d4x2lDebThk/wbI0BZFmKePTIJ7x59jsKbOV/atxfcqDkAk8dn4NCkDOn0Ti6RHoF87whj3EHlxDvG8IXzR5k2oldrMu8wAsN2iHaZLy0awtRPn7U1IWSnl/O082bk5peREphCa/16MCS7SfIKzPSr34tlm08QdXIYIx5ZkSnB5VZxGl2QIUDuUNELDYhs9oRyyvwGAyMmNKX9ze/QnDkPfH9X+WegP8FCIJA0x7JnNx2FqfjxkYGoigiiiJaHw3J99Vi79oTuJxuAHwDdMgVMoqyS284Ri6X8cgrfSnKKWPTIm8ESqcBDSkrMnH64O+PhY6rGkZxoRGH/ebmClabE63menLKvjNXOJ9RyJAODVh+8DQALWvEUWK2EOLjLQHwc8TJz4RodZTarvv1NQolD1ZvwKbsVNIqbvxOv6ReUAwr7nuMthEJfHBuM4/sXUiG+c9FlMgFGb0rNWNxixcYHtee3cVnGXZwGguvbMXpcf+psU+Wp/Hy6YVU0Ucwt8lTVPf1FrK6ZCxi7IHvCFTpmNd8GMvTzlxryHClyMh3508xuEYdykusZJYZmNqlM9tPpXGltJzXe3Rg/sZDGKx2OiVWZdX20yTFhpOVWoxercJRYEGFDGehGY0o4S4yIpgsSAYjPgoP07e+yoNTBvymy0MURTZ+tZ3lM9ZgKL454uge//+5J+B/EY261MdudXDhwPXIj4xz2TzVfAr9gx5h9acb6Dq8FeVFRpZ/ugkAuUJOcrtabFt+iLJfhfQ1aFuTWo2r8MNnmxHdIk3a1cQvQMcPX+763dekuGphu6/6sX9uCKFUyDGa7fj5eF0q249d4pnPfiQs0Ic61aP4ctsRutZPICEqhHyDiTBfr+/c2/br+vhhOj1FFgviL0IHR9Zsgk6h4rUjm68tgN4Kf5WWmU0G806DPlyoKKD3ttl8cHYzZXcofnUnfBRaHq3aje+av0DLkFp8mb6JIfvf46PUVewrPo/JdedyBD9jddv5Kn0Tk07MI1IbxPQGj+Kv9D7MjpdmMXzPV8gEgS9aDOOSoYypJ3bQNTYRtahmacoZRiQ1YOf5K3gkWDCgP9/vP0V6STmv9ejA7LX7sDlcNI+JZuO+C9SKCePiWW8JWGNmBT4KBbZ8IwqbC8ngFW7RUEHthjF8ceID6rSu+ZvXfnzbGR5r8BwzRs9h7nPfMKnNq39qXu/x7+Re1fa/iLptaiKTCZzccZZ67ZK4ciaTJ5tMRqVREh4Xyqynv6LfU91p06chSz7cQJcHWxIcEcAjL/dlXPt3WL9wN8Oe73VtPEEQ6PtYB94dNY9Te1NJbleLgWPb8eX767l0NofqtaPveE3Hj6QTHhmA/qpQW6/Gqmt1KsoMFuKigykoNfLyvPUkxUfw0fi+TF68EbVCwXN922J3uUktLGF4s/oAKOUyXOL1kL2qAUE4PSKZRgNVAoIACNboeCm5PVMOb2RByhFG1Wxy2+sTBIF+lRvQOrw6H57bwteX9/P9lSMMjm/EI9VaEKr54628wjUBvFFnOD1KU/kx9yDr846wKmc/AEEqH8LUAegVGjRyFSqZEgkJj+RBLshweUQMLjMpxhzckkjniGSerN4LP6UOp8fNF6l7mHdxD1G6AOa3GI4MOU/t/Y5qfsF0iazJxK3r6BxXjT0pGYgeD18NHMDUdbtILSjhle73MWvNPpyiSJ3QMHYevUyNyFAunSsk3FdHeWYFekHAVWpFbrIjc7jwmM2I5RUMebYnI94c/JtJOcZSE58/u5AtC2980I+8F1nyX8k9Af+L0PvrqVIvjrNXO8Gv/HgdcrmM+Wc/JDgqiHeHfsyG+dt4Y81kdv94jMNbztBteGvik6KJT4q+YXHzZ5p0qoNGp2bfupMkt6tFt0FNWPTJFjb9cOSOAr51w2lOHLnCo+OvF1UyVHgjP/x8NRSVmmhSL44D5zJwukWmPNSJQqOFvSkZPNW9JaF+Puy6eAWXKNK8Sqz3OypVmJ3XQw/rhnk7qR8vyLsm4AAPVK/Pzrw03j+xg6TAcJpFVP7Naw3R+PBuw36MSmjFF6m7+ebyQZakH2FgXENGVW9JuNbvN4//LZoEJ9IkOBGH6OKCMYuzFZnk2kopcVRgdtupcFlwetzIBBkCIEoSKpkcvULL/TGtaBtWhyR/7/XnWyuYcGQZZ8pz6R1Tl8l1uiEgMHjzdzg9IhPrtGXClvXUC4ukuMRCqdXKlwP688mW/RzLyuWFzm2Zu+EQTlGkmm8gh85kUj00mPTUIkI0GipyTagdIrg9SGVmBLMNyW5D4XLw8vKJtOjd+LbfU5IkdizZy6ynF9wQDdV6QFOemv0oAaH+f3gO7/Hv5Z6A/4U0aF+bFR+t5eSOs+xctp92Q1peq/o24s0hHF5/gvnPf0NopUAObfIKOECV2jEc2XpzESq1VkWDdjU4erVsqN5XS6O2iRzcdp4nX+t726JEhnILcz7aSFLdGPoNvl7+NONq8Sr/AB1Wu4vIUD+Op+YQ7KejSlQw767cgUohZ2DzugDsuZSBRqmgcZz3YRGo1WJ1uXC43agVChKu1gbflZ3B/TVqXzuPIAh80LwHAzcvYsyuFSzpNJSkoIg7zl9V31CmNRrAkzXaMe/iXpZcOczSjKP0ja3PI9VaEOfzxyvoqeVK6gdWpX7g74+R/iVnynN5/MB3ODxuPmo8kC6VkjA5HYzdtYLLFSXMaN6LN3bvIEijpZ5/ON+ln2Zmrx6sOXGBPZcyeLp9CxZtO4bT7SZe78+ZS3nEBwSQmVaCnyDHUWpDbnagECUkgxWhwoLHbMZjNvPFhY+JSbx9A4mirGI+GvsFRzddbygSFhvC+M9G06znH4tOucf/D+75wP9CHnx5AIERATzX4Q3sFgcdh7e5ti26eiTPLniSS8fSiY4P5fDmM5zY5bXWq9aOxlBsojDr5oW8Bm1qUpRdRmGWd1EwuWUCpYVGsn6jPvhXs7djtTiZOLnnNT84wNmzOeh0KlB4b3ulcH+OX8olOSEat+hh44lUOtSphv/VcMM9lzJoGh+D+moIYZDOGzVTavX6kWWCQIe4quzMSscp3pgN6a/W8nX7wfiq1Dy4dQknS25sIPFbVPYJ5u3kPqzvOJ5+sfX5MeskvbZ9xsvHfyTL8s8l7PzMvqLLPLJvITqFimVtx9ClUhIXyovovWEBh4uyeLdpN74+eRKDw8aoWg357sRphtavx5X8MpYdPcPQJvX4ce9ZbA4X0WpfLqQVEqbWUZBTgdYJWNxI5TaUNjeUW5EMJkSDAelqhM8Lnd5i+y8SxZx2JxcOXWLf6sMseusHRiVNvEG875/Ui/lnP7wn3v8D3BPwvxC9v56H3xxy7efarWrcsL1VvyaExYYgE52ExQTx3QfrAGjcqQ5KtYLPpyy7KRGlVhOvxZhyzBsO2Lidt/j/sd2pt7yGC2dz2LjmBP2HNCU2PvSGbafOZFMnKZqsPK8I6vQaCstM1E+oxMGLWVRY7XRP9l5znsFIVpmBFlVjrx0fovcu4P0s4ABd4qtjcjrZl3NzgakovR/fd3oQf5WGYVuXsDf/zn0nf0mMPojX6/dia+eJDI1vwpqc03Tf8ikTDy/jWGnm3560k2c18PLxH3l0/yIq6QJY1HokUboAZpzcRZ8NC7C6XSzuOJRdVzI5XpjHC03a8Oneg9SNCKdOUBif7ThI16QEDp3OwGCxESLTkJZVgp+kxFpuR2Z0oXJJeMqsyEx2ZCYbGreTfo+0Qi66GP7aIF74ZjzFOaW8N2wmT7V4iVFJE+jt9xBPNX+J1/t/wMLXlmK/WpmyesMqzDk2jbHTH0Lro/1b5+Ye/w7uuVD+Yto/2JoZo+dw3wMtb1psEgSBFr0bs27uFgZOGcSymZsoLzISFR/Kg8/25Ot3VnPpVBYJ9a/7jCvXiEKukJFxPhf6NyY0IoCwSoFcPHPrZJXvvtqNf6COYaPa3vB5ucFCZlYpXTrW5nJmMVq1kgKDN7OzfrVKrDhyFq1KSfNEr2AfyfCO3yT+ejGk4F9Z4ACtYirjq1KzNi2V+ypXuel6YnwCWN55OA9t/55Hti/jzSZdeKB6/d87nYDXRz65bjdGVW/JovRDLMs4xqa88yT4hTEwzpumH6DS3dWYv0aUPKSbirlgKOB8RT4nyrI5U56LQpAxqnpLHk9sS7nDxqBN33K6rIB+8bV5qWF7vjx5jLWXU5nUuCVLjp1GKZfxUN0GvLJqCw1jo0i9VECp2UaAR0lRuQm1HSSPiKfMgdYjgNmOzGBD5Xbjp5Hz3orniakewZh3H7h2bTWbVWfLN7s4vPEkgkaDLiqcLg80w1hYxuavd6LRqXn4rSH0farbvaqD/2PcE/C/GJVayeryr1FpVbfc3uuJLvw0ZxPpx72lV4/vPE+HQc3o/nBrvn3/J/atOX6DgCuUciIqh5Kbft1lEh0fQn7WzXHWRQUVHDlwmaGPtEaru/H8+w96z5ecHMe0r7aRWCWc02n56DUqqkWHcOqHfOpWjkCl8P5KnM0tRKdSUj3sut85UOsV8HLr9cQjtVxB1yrV2ZB2kbdad0CnvPl7h+l8WNZ5GE/t/ZGXDm3gXFkBrzTqiFp+d79+YVo/JiV14vHEtqzLOcPSjKO8c3oD75/ZRNuIBLpXqk2b8Orolb8vndztETlYfIUNuWfZVXCRMqf3waSRK6jpH8mEWh3oVimJGH0QBwsyGbdnNQ6Pmy/aDqBTdHU+OrKPOScO80CtupzJLCCz3MCUNm1546dtxAb5U5hnxGR1oLELWJ1OqBBRyxW4SmyoHB5kThHKLXTqWY8tC3ZSs1cyUVXCbrrOoIhAnJKczCwjnquJXFuW7Kciq4DG3Rrw1KzRRMTdfNw9/vu5J+B/A3p//W23xdaoxIAJPVg+Yw3BiXGsX7iHdgOa4Bugp06LBPb8dJyHX75xgTIkMoCyAsO1n/0C9ORn3ewL3rH5LJIEnXvWv+FzSZJYt+EUsTFBVIoK4OKVQh7s04Q9lzJIio9AkuByfinD2jS4dsyVknKqhATdkHnpp/b6xo2OGzNHBybWZnnKWdampTKoRp1bfm8/lYb57QbywcmdzD1/iFOl+XzQvAc1Au9eeLQKFffHNeT+uIakVBTwY9Yp1uWcYVt+CkqZnKYhcbSLSKRlWFVi9UE3zKUkSZwz5LE+9yxrs89Q4jDjq1DTJiKB1mHVqBUQSZxPMAqZ15J1eUQ+O7OPj07vId43iC/aDqCS3p9X92zj23MnGVSjNtEqf5ann2VkcjKfbN5PkE6LscSG2+UBo4ggyHGXOdELCsRSOwqLC5Xbg8ru4sVZD9H0vpps/XoXe9ccpySvnPCY6w/NfetOMPfl5RTlXL/fktOJhJMXv32K9kNb3euw8z/M7xJwQRAyABMgAm5JkhoJgvAB0AtwAmnAI5IkGf6m6/yvotNDbVk+Yw2N2iaybcVRjmw5Q7Ou9egwqBkzxn3NrtVHadfvesiYzldDQfn1lHW5XIbHc3P6+e7t50msFUVk1I2p1Vu2neNCSj6Tnu7CyQu5iB6J+rWiWbjrGA90bEBuWQUuUaRK+PVQwEKTmbjgG8fRXl3MtLtvzGxsHFmJOP8A1lxKua2AAyhkMiYnt6dhaDQvHdxAr/ULGFmzMU/WboGfSvM7Zu5mavhHUKNOBM/W7sSJ0iy25aeysyCVt0+vByBU40MN/wiCVHrKnVZSKwootJtQCDLaRiTQO6YubcMTUP3qbcAjSezIvcwHJ3eRaiimZ+WavNesGyklJTy6/kfSDWWMqdeIFhGxjFn5I23j4lh96Bx6lRJjsQ2NXIGz1IG/Uo2txI7WIyBYXciMDqJD/Ci4kMfUH8aRWDcGj8eDSqukaee618S7MLuUL15exoH11xcnBQHcJjP3DWjMEx8/gn/IHw+vvMd/B3djgd8nSdIvwyS2AJMlSXILgvA+MBl44S+9uv9S4mrHElIpCGNhGb6BevauOUGzrvW47/4m/DR/B/Nf/YEW3eqjuprqLpPJ8IjXF+xsVgeaX7lo8nLKuJSSz+gnO9zweXGJiVmfbyOpZhQ9utbj/bmb0WmUKNQyXG6RWnERZBUbAIgNDbh2XIXNToDuRlH92RoXb1FtsEPlqnx79iR2twuN4rf7R3aOSaBxWDTvHd/BvPOHWJF+hgl1WzO4Wj2Usj/mw5ULMhqFxNEoJI7na3cm01LKweIrHCvN4oqphMvGYvxVWpKDY2kdXp12EQm39JtfMZaxJuM8K9PPkGk2EK3354u2A2gcGsMbe3ewPOUs0b5+zO7Ui+NZeTy+6idi/f1JuVKExwOGIgsBai3mQit+ChWOEgdquweNR4ar3MqIkW25sO8ihXBtEdZpd+NyuCkvqsBhc7Lmq518N23dDU1CJKcTfz8VkxY+Q5NuDW667nv8b/KHXSiSJG3+xY8Hgfv//OX8byAIAs17N2bz1ztoOrA1x3eeR5Ik5HIZo17rz4v9PmL9wt30HesVY6fDhUp9/VaVl5gIuFoa9me2bz4LQLtO1+OxzWY7U15bgdMp8sKzPbDYHGw7cJG2Taqz62QaCrmMZrUqs/Kw99jKoV6L2+ORMFhtBOpujGT42eqX3eKVvWV0LF+ePsbxgnxaRMfetP3XBKp1TGveg+EJybx1bBuvHN7EgpQjvNDgPjpFV/9TbgFBEIjzCSHOJ4Qh8bdPfvkZq9vJqvSzLLt8itNlBQhA0/BYnq3fls4xCezIukKn7xdgcNgZVachPqh4ad0WrC4XDcIjOZdWgE6hxGFwEqzSYiqw4isoECucKMxu/JRKHKVmJj7fE2upiRP7LtN1UBMS63oXiDU6FUOf6c6iaWvpG/vUr74LuI0mejzSlkenDUfney+65B7X+b1hhBKwWRCEY4IgjLnF9pHAhlsdKAjCGEEQjgqCcLS4+O77Iv630n10Bxw2J4IoUl5kJO1q3e56rRKp1yqRpZ9svNYAoji3jMCw65l0+VllRERfd3dIksTW9aepl1yZsAjvfna7ixdeXk5GZgmvv9KHmOggvliyF5vdSc8OtVmz7zztG1bHR6fmQk4RIb46gny8FmmpxYpL9BDud+ND4mfXiUZx83O/cWQ0ckHgQN7NpWR/izrBkSzt9CBz23qf/2N3rWDIlu84U5p/V+P8ESwuJ7PO7qflylm8fHgTbknipeT27Ov3JEs6PUisLoiH161k7MYfCdHqmNamCzsupDPrwCFqhIRSXRvE6Uv5hOt8sJU5CZSrMRdb0bplKOwglLuICwvAVmDi2Zd7E1spkK+mbaB1tzqMf7PftYeU6BZ54JnuvPTlozRoez301ONwEOynYPrmKTw9Z8w98b7HTfxeC7ylJEl5giCEAVsEQUiRJGk3gCAIUwA38N2tDpQkaS4wF6BRo0Z/b+Du/yOqNYinTpuapB+/jFqr5Kd5O5j06QgARr8+gKc7v8cbw2Yz6dMRZKbk06pXMgBlxf/X3nkHVFX3f/x17mLvvREQBBeK4N5776xsaJbar12W7W172Hpsl6WmuXLmXiiCE5Alguy9L9wLd57fH5dQH62sR6VxXv8Ah+8593PP5b753s9spL6miaDwCxPGzyQXUlpcy+y7BrYd++DjXWRmlfLSc1PpHRvK6YxiNuxKYebYHiRkFqBp0TFnbBxGk5mj2YXEdbyQLphfY2nDGuByafl1fYsleOlodXmWh4PKii4eXhwtuXzS/e8hCAIjAzoy1C+UNTnJvJ8Sz+Sfv2VKhy482n0Q/vbXrgxcFEXO1lexNjeV9efP0KBvYZhfGAs796GXhz+CIJBWVcEzB/ewr+A8zlbWvNB/KKJO5Kltu/Cyt2dUYCj708/jYW9HL19fkrNLcUCBoUGPSgvONlY0lasZ2i+cY3syGDMxmiEjOnPvxPfx8nPhkddmoms2sOm7I+zecILSghqmzhmAwmgk+dDZtl33tPtGMeeVm//wkAaJfw9XJeCiKJa2fq0UBGEjEAccEgThTmACMFy83lUV/0Dixvbkq6dWMnL+GA5vOcX9b9+KylpJWPdAFv1nLm8t/Jq7Yp9DoVIw/KY+AGQlW3a44V0vCO72n05hZ2/FwGFRAMQfyWbH7jRuv7UvA/uHU1XbyIsfbsPf25nZU2K5+YXvGNIjjPAADw6mn6e2Scvo7uFt10s6X4QgQFe/S8vfqzSWToEedlfOshkc0IGPTh6lUtOEp539Fdf8FgqZjNnhPZkYHMWn6Yl8nXWcrQUZTAiKYkZoV2I8/P9w6uEv1LZo2ZSfzpqcFM7WV6GUyRgdEMFdkbH0cLeUqVdqmngl4QBbcrJwsrLm8bgBTI/ozNL4BNalpTMoOJiayib2p58nNsCPjHNlpJZrsDIKKEygrzfh5+JI9flahgwIJzU+Gzc3B+bMH8r21UmU5FXz0mdzSNidzjfv/EzNRROWDq5LpLaoBnNLCz6+jjyx6Xmi+kb8qecq8e/hd98NgiDYATJRFBtbvx8FvCwIwhgsQcvBoihefY9OiTZ+aQnq6eNEs0ZH+rFcegyyfIQeOj2OmrJ6TuxNZ+iMOLxbp/dkpxYhV8gI62wRnbpaDfH7Mhg3JQZrayVarY4PPt5NWKgnd8zuT3OLgcff/AmNVsfbT07l+50naGzWMW+8pUfK8gMn8XK2Z1BUhza7dmfm0DPAFxe7Sz+y59fVAxDgfOUd8aSOnfjw5FG2n89mTteef/q+OKqseaLHEG4L78lnGYmszz3Dxrw0rOQKOjl7EOHsQQdHN4IcnAmwc8bDxg5nK5tLxL3JoCOjrpJTVSXEl50nqaIQkyjSzdWbl2NHMS4oEjdri8vILIqsykjhzcRD6EwmHozpw93dY0mvqGDWyjWUqtXcHh3N4TN51Gia6eXtS3JmCR3cXCguqMXZ2gpNdTNh3q4UZ1UyZkRnUuPPoVIpeeuT23F2seX7Dywho2/e28H5vCoEuaV5FgA6PXX1DZgbG5nx4BjueOkmrGykXbfE73M12xkvYGOrv04BrBJFcYcgCDmAFRaXCkCiKIoLr5ul/0A69uyAQimnuUGDQinn1IGMNgEHmHH/KGbcP+qSc9JP5hMa6YtVa4bK9p9OYjCYmDi9FwArfjhKTW0TL78wFblcxgsfbudcfiVvLZ6KETNr9iYzbVA3OgV5cSK3mBO5xTw+eTDK1p4p2RXVZFdU8+z4oZfZm1FRia1SSYDTlQU8zMWNTm4ebM05+z8J+C/42jnyUuwonogeQmJFAUcrCsmorWBfSS7VuamXrVcIMmwUSlQyOTW6C3uKMCc35kf1YWJwFJEX5Z2LokhCSSHvHT/CyfJS+vsFsmTwSFysbHh17342pGcQ6OzEZ1Mn8/qWAzQ0txDm4EJqbilRnh6cy6nEx8GempJGugZ5kZ1awpQJPUiNP4dWo+fdZXfi4+vCno0n0TS2oLJTUVGvxdnRBnVNEzIBzGpL0yofX0ee2PwCUX3CL3teEhK/xu8KuCiK54HuVzgedl0s+hehslYRHhtG+pFMImNDOH0gE36j736TupnM5AKm32VpkqXXG9my/gS9+oQSGOxOcUktazccZ/TILkR18mXTnlT2J2bzf7MH0rt7MHcuWYWroy0PTLf4ypftOIq7g21b90GADafSUcpljO1yuZAcKyom2sfnkuKe/2ZCaATvHDtMSaMaP4drk6dsp1Qx3L8jw/07th1T61soaqqnqKmB6hYN9bpmmk1Gmo16WoxGfO0ciXLxoru7b9tO+2IOFeXzRuIhMqorcbex5Z2hY5ge0ZnEoiJmb1tLjVbLwt5xzOzcmcXrd1LdqCXOx4+jmQVEuLqRk1NJgKMjlSUNxIT6kn6qkJlTe1GcWUZ5aR1vfHgboeEWF5STqx2eHb2IiPQlL72YovNVCDo9YnMzpno10x8Yw5xXZkm7bok/jFSJ2c7Ejo7muxd/5KZne7Fh2V7qqxtxdr/yIIOjezIwGc30GWHxde/ZnkptTROPPz8ZgE8+3YdKpWD+XYMpq1Lz0fcHiekSyK0TY/lxfzJnCyt5Y+EE7G2tSM4r5Xjr7tta1Tor02hic0omQyNCcLW7VPQqm5o4W13N44MG/ObzmRBmEfAtOVks7PHrwxz+VxxV1nR29b6qNrUXU9zYwCtHDrAz7xyBjk68OWQ0kztGopTJ+DDhKB8nJNLB1YVlU2ZxvryWmZ/9gNFkoruXF0czCwhycKSgoAZ/ewdqStXEhPqSdrKQW27qjVHdwsmk8zz85AS69QwGIH5fJg31GuL6hLJ1TRJyoxmhddft6WXH4vXP0WXAb0/XkZD4NSQBb2f6T4ll+QtrUCkERFEkOT7rkirMXxBFkZ1rj+ET6Ean7oEYjSZWf3eYiChfesaFcOjwWRKP5XLvPUNxdLLlvhfXAPD0wlE0Nev4fFMCvaOCGB5j2cV+te84znbWTO9zoXJyb1YOddpmZsRcXk15ON/SbbB/8G8PZwh2ciHOx59VGSnMj469Ys54e1DQUM83Z06xOjMVAXi890Du7h6DlVxBalk5L+3dR0pZOdM6R3Ffn94s2XaA+HP5RPv74CgoOZpZSIizMyVFdXiobKmv0tA7IoCTiee5/dZ+dA7z4rnHVuPj50J1lZr3X9uCk4sthhYDB7elUFdYC3oD5mYtpno1E+8Zxt1v3oaN3Z+rQJWQAEnA253ASH9kchmGZh02dlZkJOVeIuDaJh2iaOabd3eQfjKf+U9NQBAEdm9Ppby0nnsfGY26sYWlrYHL6VN7sXxjEmfOlvLig+Pw8XTi4/XxNDbreHjmIARB4FxZNQfTz/N/o/tia3WhanLN8TP4Ojte0kL2F/blnsfDzo4oz9/vXTI7qjsP7d1GYmkR/fx+v6jnenG2poqdeTnsysshrboChUzGpLBOPBY3AD8HR0oa1Lwbf5jNmVm429ryzrgx+NjYc9uXP9Kk0/P4qIEcTskj8XwhEW5u5OVV4yxTYdQY6RcZxNH4bG6d1YdZ02P55B1LGURZSR0rvjrUZoOyqQXBZIYmDaJGi5Ojiie2P0XP4b/eckBC4mqRBLydkSvkOLk70FjTSFj3QLKTLTvd+tomPnnxJw7vuDCpZ+Y9Q5h8Z390LQZWfHWQiChfevfvyCuvb0GtbuatJTdxvqiab9YnMmpAJ0YNiKRWrWX13tOMio2gY4ClP/iKg6ewVim4ecCF0EZOZQ1JeUU8MqL/ZT5urd7Aobx8pkRFXtWOenRIGHaHlGzNOXvDBVyt07E1N4sfMlI5U1WBAER7+fB038FMCuuEt70DOqORjxKO8mnSMQAW9I5lYe849mbmcvfajQS6OvPezHF8sPkIaYXldHBwJi+vGntRgZUoJ7aTHwf3Z3LzzN7cPXcQKacLsHWx5c2PbuObT/eTlV6CUi7DVKdBbNEjapsx1Tcw4ua+3PfB3N9sdiYh8UeQBPwvgJWNCl2LnuBIP/asPoooiix/byeJezOYPm8Qji52hEb6EDPQkhe8dtVhqirUPPH8FA4cOsuBQ1nMu3MgHTq4s+DZH3C0t+aRucMA+H7nCfQGE/dM6gtAg6aF7aeymBQbhfNFaYIrk5It49Su4D7ZnZOD1mBgXKery0u2Vijp7x/EoaI/NsDhz6I16DlUlM+23Gx25eWgMxnp5OrOiwOGMS40Ak9bi2CKosiOs9m8eTCeooYGxkWE8+SQwbhYW/PJgUS+OnyCPiEBLJk8kge+3ExhVR0eChvKyxqwNcpxtbOhX0QA27alMGtGHPfcNYjc85WcOlPEiTOFJB3KpqKkDrneBM2WsWhisxYbhcgjqx5k4LTev/NMJCT+GJKAXwdKcspIO5xFXUUDUx4Ye1WVdKIo4hfqRbNGR31VIw01TQSEeHL34vGXrKssb2DN8sMMHBZJaIQ3L9z1OZ0ifLhlVh+27D1DRk45LzwwDicHG+oatazdn8youAiCvS2l95uOp6MzmpjV/8LuW93cwuaUTMZ1ibgs9xtgdUoqQc7OxAX89iDli+nvF8iuvByK1A0EOF77gbpVWg37Cs6zOy+H+OICdCYjrtY2zOzUmRkRXeju6X1JP5WTxSW8eTCeU6WlhLu7sXzmdPoHB3GyoIQ5G9ZSVNfAjJgu3De4Dw99vZm8ilrsjHL0RgNKLQR4ODG4awd+WJ3IpAk9mDKpJ8eOn+ep59fTJdyb0oxylDIZMnUzMr0Bc5MWU4OauBGdefSLhbh6u/zGs5GQ+HNIAn6NEUWRRwY+R11Fg+Vns8gtT039zXNatHqsba3xCrCIbFVpHXKlHNN/zZkURZH3X98CgsD8B0aycnUianUz77w+C53ByOdrjhAd6c+o1lFuq3afQmcwcveEPm3nrz2aSnSwD+G+F8atrTmeilZv4I6+l3e5O1ddw/HiEp4YNPAPBSTjfC2VosfLiq+JgBtMJs5UVXCwKI8DhXmkVJYD4OfgyC1R3RgVHEacrz+K/3L/JJeWsfRIAofzC/C0s+PVUSOY0bULoijy4d4EPjt0DD9nR5bPnYGzlTX3LFtHWV0j9iY5cpOAvkZHRLAnY3tH8J9l+xg8MILxY7txyx2folDICHFzJOtEASqTGVGtQWjUYta1INc388CHcxh793CpX7fEdUMS8GtMTWktdRUNzHh0Inlphfz49ibGzBt2STOqizHoDTRUqXHxcsLJzZI+2FDdiFwuw2S8tOf33h1nOJl0nvseG4PKRsnGzScZPjSKsFAvVm4+Tr26mf97YiCCINDQ1MyavacZERNOsI/lH8OJ3GIKquqZP/LCR/lmvYFvj55iQFgQkT6XByi/O3UalVzO9K6d/9B96Ojihkom52zt5YOar4YWo5H06kpOlpdwtKSQY2XFaAwGBKC7pw+L4gYwLCiESDePKwpkVmUVHyYcZde5HFxtbXhy8CBuje6OrUpJZlklz2zcRWZ5FZOjI3lu/DCOZOVz38qNWCkVWDWDUiZDW9VMTGQAi+8ewV3zv8LR0ZqD8Wc5GH+WfjEdOHkkh/KGWuTqFmRGE8aGRkyNTXTq7s+T3z+Ib+gfS3GUkPijSAJ+jck5nQ9A/6lxjLlrKAt7PM7HD3zFs6sfuaLQpB3OQhRFOnQNxNrO4mpp0eqQyWWYTBcEXN2g5YuPdhMR5cvE6bF8+/1h9Hojt9/aD4PRxJptJ4ntGkiXcF8A1h1IRaszMG/CBbFen5iGg7UVI7pdKIjZkppJraaZewZenrNd1aRhfVo6UzpH4mb7x2ZOKmQyfB0cKG5U//7iVkoa1Xyfnkx8UT5na6sxtravDXF2ZUrHKPr6BdDfPwgX61/vyneqpJT/JCZx4Hwedkoljwzox5yYntipVGh0et7ZFc+3CSdxsbXho1sm0s3Xm5d/3MPPp8/i5WhPbUkjXo721BU30r9HCEsenYBCLqdPXCiHE87h7+eCUavn2L4srGUCxtomBG0LppYWxMYm5jw3nVlPTEaukGZTSlx/JAG/xmSfyEUQBEK7B2Fjb8MdL87i62dWsXNMD8bMvbQ8XRRFVr22AWdPJ+LG9aS8oHW3KoLZZEYuv+AO+OyD3agbmnlt6WzMZjNbf06hT1wogQFu7EnIorpOw9P3jgbAaDSx7kAyfToHEeZvcZXUNmnZnXKOmX27YqNStj3+isRkIr09iA32u+y5fHH8BEazmflxv99T+0p42zlQ0irgGoOemmYtzQYDSrkchUyG3mSirKmRs7XVHCzMI6HE0qirt28A87vH0t3Lmx6ePlfVGCulrIx3Dx0hobAQFxtrHhnQj9t6RONkbY3eaGRlUjLLDiRRo9EyrWdnHhrWj7UJqTy9/GeMJjNRXh6cO1dJmLcbhdnVjOrfiefuG4NCIedoYg7pGSWW+1hUh1lrQK7VIRpMUN+EWaPBN8CJp3cspmPPywc7S0hcLyQBv8ZkHc8hKMofG3vLLvGmJyZxam8qH977OR7+rsSMvBA83LsynuR9adz34V1Y21rRotUDYGWrQt9iQNWao11Z0cDeHalMu7k3oeHeHIzPoq5Ow8TxFp/1tv3peLk7ENctGICDKblU1Wt46rYRbY+17ugZDCYTN/W/UDZ/oqCEc5U1vDJ55GWfDsoaG1lxOpkpUZEEu/y5AFxfvwDeP57AxHXfk1lT1bajvhKhzq7cEx3L7Z2j/1AJfk5NDe/FH2lzlTw1ZDC3dO+GrUqJKIpsTc3i/T1HaWWy3QAAOCxJREFUKK1XExvsz39mT0YhCixYtp7cilpGdAtD1JiIP32e7oHeZKaVMXl4Vx6/ZwR6vZGlH+9m288pONpZoWjUW1xbNU3IdHrMGkugcvLCEdz9xmypFF7ihiMJ+DXEbDaTlZjNgGl92o7J5XKeW/Mojwx6jidHv8qoOUPo3K8TmYnZ7PxmP516d2TivZaGVbWtgU9nD0ca1c3YOViq9BLjszGbRcZPtTSs2rw1GS9PR+J6daCmXsPx1AJumxKHTGYR4U3xaXi62NO/m6XDoMFk4scjKfQNDyTE68LA3B9PnMHB2orxXS9PD3w//ggi8EC/vn/6ftzVLYb4ogKqtBrmdYsh3NUdK7kco9mM0WxGJVfgaWdHiJPLH24/W6pW88GRo2xMz8BGqeTBfn25KzYGe5Vl1FxuVQ2vbt1PYl4RnX09eXnSCGKD/fhyz3G+2JOEm4MdL8wYwZodpzhfWkPPDn6kpRTj7GBDr66B5ORUsOTNrRSX1OKkUqIpVaMymDBpdQhqDaJWi4OdnMVbF1/yT1lC4kYiCfg1pDCzhMY6DZ37XyqIjm4OfHzsDb574Uc2fridXd8eQK6QM/XBcdz+wkzkcou/tCjbklnh28GDhpomAjtahjacSS7E09sJvwBXCotqOJVcwLw7ByKXy9h39CxmUWzLPCmuqudoej7zxvduK8iJz8ijUq3hmRkX5mVqdHr2ZOYwJTqqzaXyC2nlFWxIz+Ce2F6/2jr2anBQWbFu6i1/+vwroTMaWZaYxBfHTyCKMCemJwt6x7b56FsMRj7Ye4QVicnYqJS8MHEYM2O6kpxfyqz3VpFbXsP4mE50cnPng5UHsFYp+ejhabyzbDcAIQFu7NmfwcmEXKxVCpRaIyaMyNXNYDBiVjdhUjfSf0I0j3y2AEfXK/etkZC4EUgCfg1JOZAOQLdBUZf9zsbOmgXv3MEdL91EY00jSmvVZZkpGcdy8QvxxM7RhuqKBnoOsHQEzEovISLKEpzcvjMVuVzGuLGWXd/+xHN0CHAjJMDSL/ynQ2eQCQLTBl9wlWw+noG7gy0DIy/0/D5w9jwtBuNlu29RFHn9wEFcbGz4v75/ncITURQ5UVLCc7v2klNTw6TITiwaNBBfxwsCmlddx8NrtpJdUc3MmC48PKI/CkHGK2v3siEpDV8XR967cwKn04v4aF08/boE89RtwzmVVkRZlRo7GxUqrYmklHxcHWxQl9RjLbQGKjUtmJubURp0PPrZPYy4fZCUHijR7kgCfg1J3p+GZ6A73h1+vV+IjZ31FRsY6VsMpB7JZsSsPjTUaWjW6PHyd6G+TkNFWT2TZvRCFEUOHMwiNqYDri521Ku1pGaVcOdFFX4Hk3OJiwzE08UibJoWPfGZ+czq3w3FRUHRHenn8HSwo2fgpcHLQ3n5JBUV8/zwoThcYXTajabZYOD7U8msPZNGXl0d3g72fDV9KoNDOlyybk9mDk9t2IlCLuPz26cysGMwx84V8cwPO6hWa7hzSAx3DOrJK9/uIiEtn9kjY5gzJpa3v9zDgaRzhPi70VDcQHpGKfaCDE1ZA3KNHrPeYAlUNjXRKTqAJ79/AJ8OXr9irYTEjUUS8GuE0WDk9N4zDJze50/tzE4dzKRFq6PPmG7kZpQCENTRi+xMy/cRkb7kF1RTUanm9lv7AZCYnI9ZFBnQKxQAk9lMYUUdQ3pcaNV+IrcYg8nEkM6hbce0egPx5/KYEdO1zW8Oll3ue4ePEODkxM3dL+zg2wOT2cz6tHSWHk6gUqMhLsCfebExTIqMxLbV5aPR6Vl+9BTbz5wlt6qWzr6efHDzRLwd7fnk5wQ+251EsKcLKx66GXc7O+5/fz355XU8c8cIAlycuPOJ76lXa4kO9SHjVBEuDta01DaDXAa1GmTNeswaDWKThjufm8asxZPb3F0SEn8FJAG/RpyJz0TToKX3+D8+iUYURTYu24OLhyPdBkTw7Xs7UCjlRPUIZs2KI8hkAmERPmzfaZlC0yvGsvtMSsnH2dGGiNYdYaNWh8ks4uZ4IWc7q6QSgC6BF3aNR3IK0BlNjIi8IOoA+8/nkV5RyRtjRqFqR6FKLSvn2V17yKispIevDx9MGk+s/6Vl/Ocqq3l49TbOV9cSF+zP7X16MLVHFOcranl+1S6O5xQxJa4ziyYNYltCBl9uScRoMvP+/ZM5lVzI2x/vxtfTiUAHezJPFeFqY0VjcQMqkxlTrQahUYO5SYOXlx1P//wEEb1Cf8VaCYn2QxLwa8ShtUexslERM+qPZySc2p9B6pFsFr42C7lCxpFdafTo1xFrWxWnj+fRsZMPtnZWpKYV4+PthJenI6IocjKtiJgugW27aG2LJQ3R1lrVdu3SukbcHWyxtbpw7HBOPvZWKmKCLrhPRFHk44SjBDg5MTmqfQYMNOp0fJSQyLcnT+FhZ8sHE8czLiK87RONKIqkFJez/OgpdqWfw8XWhm/mTMdOrmLbqUxm7F1BfmUdDjZWPD5pMPomPbOeX05VvYa4yEBuHd6Dz1ccJjuvkp6d/MlJLkYjCFjpTeg0GuSNLaA3IDY2YWpoZNydA1nw7p1Sz26JvyySgF8DDHoDh9Yl0ndy7B9+sxsNJr54YT0+wR6MvWMAZ47lUVFcxx0PjaKuponMtGJm3zUIk8lMSmoh/fpaqihLKhqormsiOvLCztTQWnovu6gfiACYxUsf80xxOd39fVBetMtOKCgktbyCV0eNuOT4jcAsiqxPS+fdQ4ep0WqZ1a0ri4cMavPBV6qb+Ck5g80pmeRW1eJgbcXs3t1xV9ny1roD5JTXYKWQ06ODLz0DfRFbzCxbHY/eaKJP5yBemDua8jI1z72zFSuVguggb9KT8nG2t6aptAErQbDsujXNmDVabOQmHv/xYfpO7HVD74OExB9FEvBrwJ7vD6GuaWTUHYP/0Hkmo4m3Fn5FQVYpz3+3EJWVks3fH8HB2Zb+o7uyZYMlVW7wiM5knS1D3dhCbEwwAPsTswHoEx3cdj1vNwcUchmpuaVM6GfJhAn3dWdDUhpF1fUEuDsDUFKvpkeg7yW2bMrIxMnaiqmdL8+guV6IosienFw+TDhKZmUVPXx9+GzaZLr7+ABQp2lm2cFEVh+3FCH1DPTlviF9qK3RsOlQOs16A518PVg8ZQhN9c18uSWRUyJYqRSM6xvJ7JExuDrY8tqyncSfyCUyxIuGogbOppVgL5ejLVMj1+gRdQZoaMLc2EjPgeE8/u19UvdAib8FkoD/j2gbm/nm2R+I6htOr9HRbcdFUSQvvQQrGyUe/q5tVZW/kJ9ZwpcvrOfk/gzueXkGfcdGcza1iITd6dxy33AUCjlb1p8gqqs/QR08+OzLA8jlMmJjQjCbRTbvPUN0pD9+Xs5t17RSKpg8oAsbDqUyOi6CmIgAhnQO5Y2NB9h2MouFoy0FRlq9AfuLXCqiKJJQWEi/oCCsFDfmTyKvto7Htm0ntbyCQGcn3p8wjgmdIhAEoa2C8rWfD9DYomNydBRDQjuw4Wgan29NRCmXM6ZHOEKLyI6ETJaerUQUYVB0KLNH9qRriA8qpYLjqQU89NJa6tXN9I4MIOVYPnY2KmRqHaIgINRpEZpbMGu0oNVy7xu3Mvn+MVJ6oMTfBknA/0fWv7eVuooGXt60uO2NbzSY+GjRSnatSgBAJpfhF+KJu58LSpWC8oJqirLLsbaz4v/euJmJ84ZgMpn5z0s/4eLhwPR5g9i/O42ykjrueWAkZrPI/kOZxPQIwsHBmqSUfEoq6rlr5uVVkg/NHMTxrCKe+Xw7a166A19XR/qGB7IhKY17Rsa1Ffdc7FUpUaspb2wizv/q+33/WWq0Wn5MTWNZYhIquZw3x45mclRkWxvYs+VVvP7zQZLyiujm782DQ/ryU2I6j32zFRc7G+4f24/pfbpwtqCSB5duJCrYiz6dg1FrWrh/+gDsbazQG4x8+N0BVm89ib+XM6GuKpIT83C2taKpVI3SaMbc1NI2XDggyIVnVz9LcOeA6/78JSSuJZKA/w+IosjGj7bTb3IsneIudPh7Y/6XHNl6monzhtAxOoiyvCryM0uoq1LT0GzAt4MHQ6bFMn7OIBxdLSXkW1ceJftMMY+/czMKhZxvPt1HWLg3/QZFkJpWREWFmnl3DkIURb7dkIi7ix3D+oRfZpOttYrXFoznjldW8uXWRB67eSjT+3Rl0XfbOJ5TRJ/wIKyUCnRGY9s5xQ2WhlNhbq7X9X5tycziyR070RlNDO4QzKujR+LjYMlXz66o5sv442w9k4WjtTVPjhlMk7qFh7/cjCAILBzVhzuHxKA3GPl2+3FW7j6Jr7sjz945kvCAC3n3+cU1vPjRdrLzKomNCuBcSjFqo4i10YyusskSqNQZEJuaMNWrmbxgOPe8eRuqiwK/EhJ/FyQB/x+oKatDU6+5xHWSk1rIka2nueWxcdzx5KSrus65tGK+ems7vQaGM3RiNGtXJLSNTJPJBLZsS8bOVsWA/h1JTM4nJbOEx+4ahpXqyi9fp0BPxveLYsOhM9w9oQ+DokKwUsiJz8ynT3gQLrbW1Gqa29a72FgCrwX19fQN+t9nWDa0tBDfWhBUrdFgq1LhZmvL8pOn6Onny8sjR9DR3Q2zWeRQdh7fJpzi6PlCbJQK5vXvRYiLC8t+TqS8vpHR0eE8NnEQiLBs4xE2xp9BbzAyvm8UAQ6OzHnse+6YEseCWwbw0+5UPvzuANYqBb3C/Eg9moezgzVN5Q1YIWCsswQqRY0GWyUs3riIuLGXD7GQkPi7IAn4/4C7rytbNCsxX9S3e8tXB7CyVTHt3hG/ceYFygprePaur3Bxt+ext2dRX6dl1beHiesXRveYYIqKazlwKIvpU3phY61i3Y7TuDnbMXnEbxfajO8bxZYj6WTkV9C3SzBRAV6cKSgDwN/FicLa+ra14e7uhLu78VFCIlM7R121H7y4oYHjRSVUaJqo1mgpaWjgXE0N+XWWaztYWeHjYE+ttplqrZaevr58MX0q1nIF286cZdmBRHKravF0sOPREf3p6uPFF7uPszznBBG+Hrw2ewyuNjZ8tjGB7UmZAAzrEYaNWc6BA2fRGywTi5JSC8gtrObIqfN0DvVGXaom7VQhjkoFmpIG5Fo95hYDQkMTpsZGYgZH8MQ39+FyUfxAQuLviCTg/yMXByfrqxvZv/4YI2/ui73T7w9A0OsMvPbQSsxmkdeX34Ozqz1vvfwTuhYD8x+0dCj8enk8KqWCm2/qTWFpLYnJecyd3hfFFQYGFFXUkVFQgYezPav3ngJoyxEP8nAhISsfgEBXZ3Zn5LSdJwgCzw0fyu1r1vHmwUM8N2zoJYE8jV5PQV09JWo1ubW1pJVXkFJWTlljY9saG6UCP0cnOrq5MbVzFH0DA+nu493mc29obqa4Ts2Xh46z8XQ6lY0aQj1ceXP6GNysbFibkMpHPx3Bxd6GJ6cOIdTNhZXbThCfeh4rlYIxcZ1Aa+LAoXOYzWZMrbmRPTr7c76gmryiagZ278CJI7nYWilRagwYRT2yhmYErQ40GtBoWPjaLUx9aJwUqJT4RyAJ+DVk85f7MeiMTJ4/7HfXtjTreevRH8hJL+GFZXfiG+TO4f2Z7Nmeyq1zBxIY7E5ySiEHDmVxx+x+uLrY8dmaIygVcqZdoVjoTG4pD32wEbVWB4BcLuPeKf2Ji7S4RFr0BpStoh/g4kSdtpmG5hacWt0nfQMDubNnD5afOs2hvHyifXxo1OvJramhoK7+kqCnv5MjMX6+9PTzpXeAP4HOzljJFZyvriWjrJKz5VX8cDSFT5uTMJhMqJt1FNc1oG7RIRME+oYEMjs2Gm2TjmVbEiipVeNiZ8Pcob3wtXdg074zZBdV4eJgw/RB3Wis1rJ3VwZyuYwJQ7sQ2y2Ip9/dDMDp9GJCAtywN8s5dugcLvbWNJY0oDSZMTc2W2ZUNjbh4+vIs7ufJCz60h4qEhJ/ZyQBv0ZUFFaz4T+7GTipJ4HhPr+51mw289ajP5C4L5OFz06iz/AoykrreP/1rXTs5MPsuwZRUlLHi0t+wt/PhZtv6k1ZZQPbD6YzdWQ3XJ3tLrleSk4pDy7dgIuDDa8tGI/OYCLMzx0/D0u3Q6PJzMnzJUR3sOR+h3paeoKfr6q9JB/8mWFDiPT0YOe5HI4UFOJsY024uzuToyIJc3PDz9GRYBdnHK0tol9UW8+R3AI+zknkWF4R6hbLPw+VQo63oz32VlYIAsgQCHZxxqw3U69u5lhKAcdSCpDLBOLCApjRuyu11Rq27jlDg6aFUD83bhsRQ0FuFVu2pmBrrWTW+J7cMrEX9epmvll/tM3m4b3DSUk8T2WzAVszaMvVyJp0iC16BI0GY10DY24fyL1L50gVlRL/OCQBv0Yse/pHBEHGPS/PuOLvDXojhTmVZCYXsGvdcc6llbDw2UlMvqM/8fsyWfrGVkwmM0+/PI2WFgNPPPMjogivvTwDG2sV7369D5kgcNvkS2dXbj6cxhsr9uLl6sCni2bidYX+1D8mpFCl1jAhxlIi38HdUqSSV113iYDLBIEZXbswo2uXKz6Hwtp6tqae5Xh+MSlFZZQ1WFwoPk4OxAb5YytXoGsxUtugobhWzbnGhkvO93ayx9PBnk6eHrjaWONiY8Ops8UsO3EYuVzG4O6hdPRyI+F4Lj9uOIGLky33zOrP9NHRONhZkZRSwPINiaRklTB7Ui+qSho4uCsDR3trxNrWoGytBpmmGbRalGYDT664n0Ez/vxQCgmJvzKSgF8DWrR6TAYTty4ah4ffhVS8otxK9v50ipOHs8nPLsfYGnQLDPPk/pemMnpmLF99soc13ycQEeXL4hen4hvgyktLNlFRqebDd28lwN+V9HNl/HwwnVsm9MKzdXK9wWji/R8P8uO+ZOIiA3lt/nicHS4f9pteVM57W+IZFNWBIZ0t8xoDXJywUSrILKsEfn/afEm9mqV7jrA1NQsAb0d7ogN8GdoxhOraJk7nlnCoJBcAFzsb3O1t8XNyxM/eAW2zntp6DY1qHbXqRmppvOTaEYGeLJzcD3Rmtu1L4/CBbAJ8XHhi/kjGDorCSqVA26Jnf2I2z76/lY7BHrz+8AS++voQRUW1OKoUaEsakLcYEJv1CK0DFzpFB/DMqofxCvL44y+ohMTfBEnArwHWtipeWfMA5otmPm78Np7PX9uKTCbQJbYDU+cMJDTKl9BIX/w6uGMwmHj5ybUkHs5m/NQY7nvMMkD3x/XHOBh/lgV3DyEq0o8WnYEl/9mBh6s9c6e3VlK26Fn0yWaOZRYye2QMD8wYeEmv71/QGYwsWr4Ndwc7Xr55VFvgTi6T0c3fh+P5xb/73I7kFPDg6i2YzGYWDIpjeKdQjmYWsO7oGcrrG7G3VhHi7oqfjYmS8no0ZVo0aAGws1bh7mRHkLMzKlc5fbsGM6pvJ+xsVFgpFRSV1fHT7lRW/ZhEi85I90g/Hpk7DGdrFfFHztHUowW5sy0j7vgIgEXzhpOXU8GrSzajUipQNhsxNhmQq5sRmnUIzc0Ya+u5dfFky6QjaTK8xD+cqxJwQRDygUbABBhFUewlCMJM4EUgEogTRfHE9TLy78IvTaRWL9vH8vd30n9UF/7vhSm4elzq1tC1GFjy7HoSD2dz32NjmDzT4hY5duI8n315gEEDwpk1w3Ls/W/2UVBay9JnZmBna4Va08LDH24k7Xw5L84dzYT+v76D3ngsnZJaNZ8vnI6r/aVZMUMjQnhjx0FWJJ5mZkxXrJSX/imYzSI/HE/hzR0HCXF35d2Z49h+Iot7PlmHVmega6A3gfaOpGWXklVZhpeLA518PJCbBRrqtZSV16NT6yirbPWLK+Wkp5ZgLcixtVGxed8ZsnIrsFIpGDWgE9NG96CqrJ6PP9xNRaWlsCi9sJLknFImD++KWRSJ35tJckohznZWNJVZKirF1opKuUGHwqjnle1P0fN3UiwlJP4p/JEd+FBRFKsv+jkNmAZ8dm1N+nuTm1HKd0t3MWRCNIveuumyXWBzs54XH19D8sk8Hnh8HBOnWzrepWeU8PKSTXQI9uDJReMRBIE120+xZV8ad0ztTWy3IMu4sxV7Sc+v4I2FExgW0/FKJrSRkJVPkIcLfcIvL86Z1rMzuzLOsWT7Af5zIIneHfyJ9PHEz8WJWo2Wn8+c5XRRGQM7BjM2oiP3ff4TpbVqBnYKxthk5GRaEdYqBSHurjRUa6gtUFNXoMbe1oogXxfiOgdhp1JiZ21Ft0g/BvUP59n3tvDxikMAhAS488jcoQyKDSMpMZclr26iqLgWsJT5e4e50bNrIEobBd7ODqz/8RgtOkugsrm8EVmjDvQGlDodLq5W1BTUs/Toa1I5vMS/ij/tQhFFMROQ8mkvQhRFPl2yGQdnW+57ccpl4t3U2MILT6wmPaWIRc9NZuS47uj1RpavOMLqtUl4eDjw2kvTsbFRsf1AOh98u5/BcWHcM8sygWft/hR2Hz/LvVP6/6p41zRqeH/rYboH+aBu1uHhaHfFdQ7WVqyYdxNJeUWsO5lGclEZO9LPtf3ex8mBZ8cNIS23nBdW76ajjxtjIzty4EQOKoWcEDcXivJqKW2opUtHH6KDfWio1pCfV0nOyUtdMzu3p9A3NoQXHxrPpj2p9OwcgJOtFZu2nubuL7+mqUmHr49z2/qe3QOZO28w3m4O1JQ28O3Xh3B2uDxQGdLRkyeWzSV+7VF8Qr0k8Zb413G1Ai4CuwRBEIHPRFH8/GofQBCE+cB8gMDA/71M+69MckIOacfzeODlqdg7XhpQrCxv4OmHV1JSVMvil6YydGQX0tKLeeu9nykqrmXs6K7834Lh2NtZsSchi9c/3Uls10Beemg8cpmMA6dzeOeH/QzsFsLccXFXfPwD6bm8/OMeqhu1bD6eQa9QP9KLKkjJL6N78OWpjYIg0CckkD4hltdFo9NTUq/GwdqKOrWWRd9to6xOzfCoUDIzS9mXXU2opxvF52uoUTfSvYM3NaUNpB/NByAo0I2hAyPx83UmKtIPW1sVC+5fjoe7AzKZgLWVkjBvV75ffpjEY5ag58D+4USE+7Bx00nkchnz5w1mxtRYsrLLeHjRKsrK63FSKWkqtgQq0RkQ6huZtmAoc56ZglKlYPaz06/hqygh8fdBEEXx9xcJgq8oiqWCIHgCu4EHRFE81Pq7A8Ciq/GB9+rVSzxx4p/rKhdFkeMHzxIzMBx5a1DRaDSxflUia1cmYDKZefHNWXSJDuSHH5P45rt4PDwceOyhMcS2jknbtCeVt77YTbdOfrzz5DTsbFQcTcvn0Y83ER7gwaeLZmLzX61pW/RGXl2/l83HMwjzduPVW0azeMV2XO1tya+so17bzOyBPZg7rBcejvZtttY2abFRqbC96HqiKPL9wVN8sO0Itiolcq2ZpkYdAR5O6Gr1NNRr8XVxoCq/DoVMRkyPIHw9nWhpaKa2spG83Erq6zSMmdgD7zAPvvj6IG8umUlmVik/7zxDRaUaF2dbxo7uxqQJPUhNK+LdpTtwc7Xnuacm0THMi5Wrj7J8xRHsbFToqjUoTCKmOg1ynR57pYxFH99J7IgrpzpKSPwTEQThpCiKl00YuSoB/68LvQg0iaL4TuvPB5AE/IqkpxTy4VvbycutJK5fGPPuG4GvvwtL3txK/JFshg2J5NEHR2NnZ5k8s35nMu9+tZe+PTqw5NGJWFspSc0t5d531xHk5cKni2bi+F/FKGV1ah76ejNnS6uYP6I380f2xmg2M/KlLxjUOYRnpw/j3S3xrDuailwmY2BkB2qbtGSXVtOsNyATBDr6uHNTv24Eebjw9b7jJJwtwNPOjrryJqJDfHG3seVQwjlcHWxoqdJiI5czsF845iYdifHZNGv12NpZERDkRmCwB3t3pGLvbEuNydLxUCYTMJtFYnoEMW5MNwb0C0elUpCQmMNzL22gS2d/Xnx2Ms3NBl5/eytp6SW4OdjQUFyP0mxGaGrB3KChR99QFn08F1dvpxv+WkpItCe/JuC/60IRBMEOkImi2Nj6/Sjg5etg4z+KnzedYukbW3H3dOSFN2+i/+BO1NdreeSJH8jMKuO+BcOYPrUXgiCgNxj59IfDrN56kgExIbz66ERUSgVZBRU8uHQjns72fPzI9MvEu7yukbmfrKVRq+OjeZMZFGXJ896YkIa6Wcf0Pl2wtVLx3IzhzBkSw8r40+xJzcHP1ZGpcZ0JcHemXtPM4ax8Xlm3FwBnW2s8VTaoKzXcOrQHGWdKiD99Di97W+qL1XSO8MFY38Le9SexsVUxaFgUQ0d1oXvPYMs8z4NZ7Pk5Bd8gN2rOVyCXy7h5Zm/Gj+2Gj7dzm+07dp3h7fd/JjTEkzdemUH8kWw++GQ3ZpMZO1GgqbQBmUaH3GDE1NDEnMUTmfngqEvGxUlI/Nv53R24IAghwMbWHxXAKlEUlwiCMBX4CPAA6oFkURRH/9a1/i078L07zvDWSxvp1SeMZ5fMwMZWRWWlmkVPraGiUs2zT05kYH9LL++C0lqeX7qVc/lVTBvVnYfnDEWhkJNbUs38t3/ERqXky8Wz8HZzvOQxDCYTd364hvyqOj5fOJ0ugd6AxQUy850VKOQyfnjk1kuCzKIoUlqtJq+sBk2Lnl4RAbg52SGKIkezC9mfnMOuw5kIQHd/H06cysdKqcBKD2KLEVcrFdVFdfgFuDJ1Vm96xARRXdrAvs2nyckoYdK8wXz0znbCInx4/YPZlFU00CHYo82dBKDTGXjvw13s2pNGz+ggFj82js++OsC+A5m4OdnSUFSHShAw12kQtC24u9rw1Bf3ENkr5Pq/cBISf1H+9A5cFMXzwGXdk0RR3MgFYZdopbKigfde20y3HkE8//pMrKyVlJXX88jjP9DU1MLbr91Et66WbIk9CVm88ekulEo5by+eQv+YUAByS6r5v3fXoZTLWfbYjMvE22wWeXfTIdKKKnjnzvFt4g2QWlBGdlk1z84YhiAImMxmjqTmsT0xkxNZRdQ3NV9yrZG9wpk/qS9Jyfn8tCcFR2trWqpbOFVdSGxkIKlJeVjZWdFc24zJEf7vkdHUl9Sx9sPdLCu/UCovAh++vZ0OYV68tnQ2dvbWhNm39hnPq+LbT/czYEQUK9clkZdfzR2z+9GtawAPPLqC6pomXKxUNBTWIdcZsFcpUdc30n9sdx56/7ar6uwoIfFvRKrEvMZ4eDryxPNT6NojCCtrJaVl9Tzy+CpaWgy899YthHf0xmQ28+mqw6zcfJyuEb688vCEthL5rMJK7n9vPQq5jE8XzSTA69LhumV1ap5ZtZMTucXcOjCaUd0vncqzJiEVOysVE2IiEUWRl77Zyfajmbg42DCwWwhdQn0I8XFFqZBz4HQOK3adZPeJbGSCgLOVNU0Vzdw0pgfN9c3s3plm6e5X3MDQkZ3xcrRh+etb0bcY6DkgnFkLh+Lu5cT3H+0mp6gWs8nM/AdHYO9gEe6Uk/ms+jae9NQimkUzh1LzcXSwYclL00nPKOHxp9bgYG+NosmATtQjVzczYHgUD70ynfNpRXTrHy6lqUpI/AaSgF9jBEFg8AhLdWRtbROPLV5NS4uBd9+8mbBQL3R6Ay9+uJ2Dx3KYOrI7D88d2tbm9URWEY99sgl7GyuWPTaDwP8S77MlVcz/bD16g4mXZo1kStylVZiaFj17Us4xsVcktlYq9p7MZvvRTOaOi2PBpL406wwkZxYTHuCJnY2KLiE+jOkTyddbEklMPI/MKPLi/WPZ+tMp0tJLcLRS0lLZxNRpvTj2cyrxJXX0H92FuY+NxS/YHXWdhiUPruBccS0yKwV33zecLt0DSTh0llXfHiI7owxRAJONAlGpJKZ7ILfM6sNnXx7gXE5FW6DSCpBr9dz3/BTGzopDEAS6D4i4Ia+XhMTfGUnArxPNLXqefG4d9Q1alr59C2GhXjRqWnjizZ9IPVvCw3OGctO4nm3r95zI5rkvf8bfw4mPHpmO9391Faxp1HLPp+uwUir49r6b6OB1+fzKfWk5tBiMTOwVhSiKfLE5kQ4+riyY3Jdv1yexeusJtC0G3F3suXNab4b3DScto4RjR/NwsbdhWHQoy786REWlGlelEmOTnrgegWz58iB+Hdx58/v5dOttcfOYzWaeuP0z8sobEJQK5i4cRn2thlsnLqW+TmNZo5AhOKhQyGQsnD8Us8nM089bPl3Ymi60fg0IdueppbcSGOZ1HV8RCYl/HpKAXyfeevdncs9XsuSl6USE+6BuauahV9aRW1jNKw9PYFhfyw5TFEVW7jrJ0rWH6B7my3v3T8bJ/vKugku3xtPUrOebXxFvs1lk5aHT+Lo60j3Yh/S8cnJKqnnmjhHsis/i63VHGRLXkbjuQWw7kM67X+3l3a8smScBnk6YGnSsW3eciI5eaCsbEQwm/JxsSdqRxvR5g7jj4VGorJQUnStn16ojOPq6kX+uEtHFFkSRr/6zF7lcRpfoQIznjDTojJitFQT6uXLfwmGsXnuM08kFuDvbUl9Yh41Cjr66icm39uXuxeMumWwkISFxdUgCfp2YMLY70d0C6RMXirqphYdeWUdecQ1vPD6Zfj0tGRUms5l3ftjP2v0pjOgVzkvzxlzWVArgSFY+m45nMG94LKHebld8vJ0p2WQUV/LarWMQBIE9J7JRyGUMiQ7jrsUr6NzRh1cfnYhMJjB5RDey8yrZn5jNmZQi0pOL6BLpy5xZ/fjmw90oBRk0aCmrUPP0B7MZOLYbR7ad5j+LV9NjSCQavZmEjcmILrbY2KpQKuXcfMcAAoLdWPrGNhoMJszWCoYPjaJbF39eXrIJo9GMk0JBQ2E9Kr0RK5PI0/+5gz7Doq7r6yAh8U9GEvDrREzPYGJ6BtOoaeGRJes5X2QR7749LBWXeoORZz7fzv7TOdw+uhcPTB/YNr/yYgxGE6+t30cHT1cWjupzxccSRZFv9p0gxMuVcT07IYoi+0/nEBcZyJmzpVTUNPLovGFt1xcEAX2zgSN7MikuqWP+XYPpHxfKov9bjlIhR1+hxt7eildXLMCvgwcfPb6K7d9amlAdjc9B22xg8MRoyuu1LHpuEn4Bbmxae4znn1iDzNEas0rO2NFdaWho5v2PduHhak99QQ2iSomsXkuXXsEsensWHhflhUtISPxxJAG/jhiMJh5/YyPn8it5fdGkNvFu0Rl4YtkWEtLyeezmIdwyouevXmPd0TMU1TTwyT1Trrg7B0grrCCrpJKnp1tE+nxpDSVVDdw+uhe74jNxcbKlb48Qmpv1bN56mqrqRrbtSMXF2ZbXXp6BtUzgoXlfoVTKMdZpcHG147Vv78Hdy5GPH1/Fju8PWx5IpUTbbODe5yYz6fZ+bY+/4quDLP/qEAo3WwwmM9HdAklIzEGj0eHpYENtXg32Cjm6CjV3PjCCmxYMvSQ3XEJC4s8hCfh1ZNXmE6SeLeXFB8e15XjrDEYe+2QzxzILePaOkUwZ1PVXz9fq9Hy2O4leof4M6BR8xTVms8gbG/fjYm/DuJ4Wv3pCWj4AfaIC+fTrg4wcEIlGo+Pxp9ZwLqcCpVJOcJA7S16aTmFuJa88vQ5nFzu0JXUgirz02Vw8fZ0vEW+Fox0mhYLAMC/G3BQLWHb+a1ce5dtv4xEdrTCZRbw8HUlOLcTT3QGDpolmjRGlVoejqz2Pfz+fLr2kocISEtcKScCvI3Hdg9A06xg1wDKL0mA0sXjZFpIyCnhh7mgm/sYwBoANSWnUNmn54K6Jv5oPveVkBmcKy3nt1jE4tk6YT0rPJ9jblarqJrQtBnp3D+aLrw9yPq+K11+ZQZ84yz+THVtOs/SNrfj5uyJrbEGpkPHGyoX4h3iw5asDbF8eD4KAwsUBoygwaEw3HnljJiorJVqNjqVvbmNPfBairRJEEcxmKirVBHo6UXquEmd7KxqL6hgwsjMPLZmOg1SQIyFxTZEE/DoSGepNZOiFEvc3VuzlcGoeT90+4nfFG2BjUjpdAr3pHux7xd/nVdby3pZ4ugR6Mz6mEwBNzTpOZRczbXA3Ek6dRyGXERXqzWuvbGL82O70iQtFrzfyn/d2sP2nU/SI7YCtWSTxdCHPfnQ7AaGeABzbdQYA1yBP6pv0PPzyVEbNiEUQBM4kF/DqCxuo1OpAdaHnuae7Ay1VTdQU1jLjpjh2fH+EB16cwribe0sFORIS1wHJEXmD2JaQwabDacyb0Jvpg39/5FdeRS3nyqqZ0CrM/83pvBLmfPQjAgKv3nJh3uX+UznoDCZG9Aon/kQu0VH+nD5dgMFgYsRQS374Wy/9xPafTjHr9n4M7BtG4u507l48nv6jL7Rofe77e5m+aAK1DS30HhrJ6Jlx6HRGPv9wF48+8D2VLXpoDYrKZALhQR5Un6vCy8ORj7+5mwWPjuG7/U8x/pY+knhLSFwnpB34DUAURT7acJjuYb7Mn9T3qs5JOFsAwJDOoZccL6yq5+Ofj7AjORs/V0c+XTCNII8LFZs/J2bi5+6ErUJJYWkdM8f2ZPuOFHx9nOnS2Y+1K49yaG8Gd983nFHjunPvhPeJ6hnEtLsGtl2jIKeCD55ZR+bpQkZOi2HBs5PITCvmvSVbyCuuwWR7IWfb19sJGvXkpRYzc3Zf5iwYikpl+bNycJZcJhIS1xNJwG8ABeV11DRouHdyP+RX2Q71XFk1LvY2+LpaGlmV1qr5au8xNialo1DIWDCyN3cOjcHe2qrtnPLaRo5nFTJvfG+2H0hHIZcR5ufGx2nFLLh7CPnnq/h62V4GDI1k5m39+PDZ9WgaW3jg5Wltu+TGBi2Lbl6GTCbw+NuzGDiuG2tXHGX5FwewcbZB4WyDSW/p892jsz8ZSXm4utrx5se300MKUEpI3FAkAb8BuDjY8NycUfSJCrrqc6yVCpqa9dy9bB0KmYykc4UIgsD0vl1ZMLI37leYdbl2XzIAY3pHsvCZHxgUG8buPelYWykZN7obH7+9HWsrJQ8/OR69zsj+LckMn9KT4HCLn76uupHXH15Fk7qZTzY9hL2rHY8tXE5meglh3fzJKqhCJgrERAfRVNlIWkIug4dH8cAT43F0urx6VEJC4voiCfgNwMnehskD/tgIsDnDelFYXU9hdT1KhZzbBvVk9sAeeLs4XHF9bkk1K3afZEzvSLJzK1A3tTBuSGeWvLKJIYMiMOiNxO/LZMpNcTg62ZJ2Ig9di4FegyIwmczs2XiSb975mRatnodfm0FFVSMP/99yRMDoZEVWQRUTxnbH0GIgcXcGiCKPPz+ZEWO7ST5uCYl2QhLwvyjezg78Z/5UzGbxihWaFyOKIm+t2oedlZLHZg3hhQ+24e3hiKnFiFarZ9jQKPbvSsNkMjNuiqVoyC/YHYVSzuevbeHV+78HILJHIA+8PI0D+zJ5952f8Q52o7ypmbtv609GZilN5WqOHMiic7cAFr84FW9f5+t9GyQkJH4DScBvECVVDXy34zhP3T7iD513NeL9+eajnDxbzJO3DaeqppHjqQXcM6s/SUm52NmqiO4WyA9fHCSkoxcBQe4AuLg7cN8LU9i3+TTh3QLoO6Iz/UZ25qO3f2b39hRGT4xm+m39MBhMlJfUsW1lInW1GuYuHMpNt/eXKiklJP4CSAJ+g9AbjMwdF3dNr/mLeH+xJZGJ/TozdVBXnn1vC3Y2KqaN6s7dC76mV0wHBAHOppcw+aZLH3/MTXGMaT1WkFfFw/d8w/mcCm6bN4jb7x6MQW/iq2V72bg6Cf8gNz54exbhna6cky4hIXHjkQT8BtHB98pdBP8spdUNLPluD0kZBYzvG8Vzc0ZxLr+Sg8dymDezL7U1TVTXNBEXG0JNVSMGg4mAwMttMJnMbFydxDef7cPGRsWr791CXL+O5Jwt480Xf6Igr4rJM2KZd/8IrK2llq8SEn8lJAH/m9HQ1MzyHcdZvec0CrmMxbOHMX1wd2QygW83JGJno2LW+Bj27c8EILpbYFuQ0XzRAGtRFDl9PI9PP9hFfm4lfQdF8PDi8Tg62/LD8sN8/8UBHJ1tWfL+rcT2DWuX5yohIfHbSAJ+g9lzIpuEtDwWzx7+q90Fr0RVfRNr9p7mx33JNOsNjO0Tyf9NHdA2uSe/pIaDx3K4a0Zf7G2tOJ9XiZ2tCh9vJ8xmEUcnG3749jCiWaSlxcChvRlkpZfg7evMs0tmMHBYJGUldbzy9FrSUooYNDyKBx4fh5NUjCMh8ZdFEvAbTHFVPZsPpxPg4czc8b1/c62mRc/JrCK2J2ay/3QOZrOZETHhzJvYhzA/90vW/rQ7FYVcxrRR3QEoKKghKMgdQRCQywVeefcWXnl6HR++tR0A/0A37l80ltETorGyVrJ/VxpL39iKTCbwxAtTGD6mq5QeKCHxF0cS8BvMnLFxuDrYsudkNqeXbmBAtxC6hvhga61C06Ijp7iajPwKzpwv41xRFWZRxNnehlnDorlpaDT+ns6XXbNJq2P7gXQG9+6Iq7OlwKewuIa4XiFtayK7+PPNj/dRWdGAnb01rm72l1zD2kZJRJQvi56bjKeX03W9BxISEtcGScDbgUkDulBa3cDPiVkkpO277Pd21io6d/DmrvFxRHf0JybCv21y/X+j0ep48u1NaJp13DbZ0qe7Qd1Mba2GoP8KWlpZK9vSCP+bvgMj6DMgXNp1S0j8jZAEvJ1YOKU/Cyb3o7RaTVZhBQajCSulghBfd/w9nX63Z4qmWc/W/Wms2XaSqtomnrtvLBEdLFPd0zNKAAjv6P2HbJLEW0Li74Uk4O2IIAj4eTjh53H1LovaBi2b96ayZttJGhpb6Bbhy3P3jaVHlH/bmp27z2BnZ0XXzv6/cSUJCYm/O5KA/0Uxmc0UltZRUFJLk6aF4ooGMnPKOJVehMks0q9nCHOm9aZL+KWFNdt3pnLocDZ3zO6HUnllt4uEhMQ/A0nA2xGd3sgTb25k5IBInB1sqG3QUFBSy9m8SrJyy9G2GNrWyuUyOvi7ccvEXoweGEVo4KW+7IpKNd+vPMK2HanE9Aji1llXnmAvISHxz0ES8HakolpNZW0Try3b2XZMpZQTEuDOuCGd6RTiTWigO44ONrg62WKluvTlMptFklML2bItmcMJ2QiCwIxpvVgwbwiKXwl6SkhI/HOQBLwdCfR1ZeW7czibV4EgCDjZW+Pp7vC7Acz6ei1btyezdUcKFRVqHOytmTKxJzOnxeLp6XiDrJeQkGhvJAFvZ2QygbBAD0RRbBtFdjEmk5mamibKKxooKa0j8VguR5NyMRhM9IwO4p65gxnQryNWVlKfEgmJfxuSgP8F2Ln7DN98f5iRwzvj4mSLurGF/IJqiktqKStvwGAwta11cbFjwtjuTJrQg+BfyemWkJD4d3BVAi4IQj7QCJgAoyiKvQRBcAXWAMFAPnCTKIp118fMfzZBQe6EBHuwZu0xABQKGX6+LgQFutOvT0d8fJzx9nTEy8sRfz/Xtl7cer2RsxkldI2++lFtEhIS/xwE8aIOdb+6yCLgvURRrL7o2FtArSiKbwiC8CTgIori4t+6Tq9evcQTJ078jyb/c9HrjRiNJqyslL87MGHn1mS+++IAjepm1mx7DBtb1Q2yUkJC4kYjCMJJURR7/ffx/8WFMhkY0vr9cuAA8JsCLvHbrPnuCNWVaqxtVJSX1mEymVFZKfHydsLGVoWmScfAoZF0iQ6kIK8KD09HHn16ItY2kv9bQuLfyNUKuAjsEgRBBD4TRfFzwEsUxTIAURTLBEHwvNKJgiDMB+YDBAYGXgOT/7nU1TZx+EAmBoMJH18XFEo5Lc0GjiecQ6czYm2jxC/AlS7Rgdx17zApVVBC4l/O1Qp4f1EUS1tFercgCFlX+wCtYv85WFwof8LGfw2mei1Rge54+DpTW6kmIMSTeU+MQxRFRPHS+ZiSeEtISFzVZFpRFEtbv1YCG4E4oEIQBB+A1q+V18vIfwse3s6U5FdzZMcZqkrr0bVWYgqC8LvDjSUkJP59/G4QUxAEO0AmimJj6/e7gZeB4UDNRUFMV1EUn/ita0lBTAkJCYk/zq8FMa9GwEOw7LrB4nJZJYriEkEQ3IAfgUCgEJgpimLt71yrCij4E/b/VXAHqn931T8b6R5I9+AXpPtw4+5BkCiKHv998KrSCCUsCIJw4kr/Bf9NSPdAuge/IN2H9r8HV+UDl5CQkJD46yEJuISEhMTfFEnA/xift7cBfwGkeyDdg1+Q7kM73wPJBy4hISHxN0XagUtISEj8TZEEXEJCQuJviiTgV4kgCGMEQTgrCEJOa+HSvwpBEAIEQdgvCEKmIAjpgiA81N42tReCIMgFQTgtCMLW9ralPRAEwVkQhHWCIGS1/j30bW+bbjSCIDzS+j5IEwThB0EQrNvDDknArwJBEOTAJ8BYIAq4RRCEqPa16oZjBB4TRTES6APc9y+8B7/wEJDZ3ka0Ix8AO0RR7AR05192LwRB8AMexNJiuwsgB25uD1skAb864oAcURTPi6KoB1Zjaaf7r0EUxTJRFE+1ft+I5U3r175W3XgEQfAHxgNftrct7YEgCI7AIOArAFEU9aIo1rerUe2DArARBEEB2AKl7WGEJOBXhx9QdNHPxfwLxesXBEEIBnoASe1sSnuwFHgCMLezHe1FCFAFfNPqRvqytUfSvwZRFEuAd7C0ECkDGkRR3NUetkgCfnVcqRXgvzL/UhAEe2A98LAoiur2tudGIgjCBKBSFMWT7W1LO6IAegLLRFHsAWiAf1VMSBAEFyyfwDsAvoCdIAi3tYctkoBfHcVAwEU/+9NOH5naE0EQlFjEe6Uoihva2552oD8wqXXE4GpgmCAIK9rXpBtOMVAsiuIvn77WYRH0fxMjgDxRFKtEUTQAG4B+7WGIJOBXx3GgoyAIHQRBUGEJWGxuZ5tuKIIgCFj8npmiKL7X3va0B6IoPiWKor8oisFY/gb2iaLYLjuv9kIUxXKgSBCEiNZDw4GMdjSpPSgE+giCYNv6vhhOOwVy/5eZmP8aRFE0CoJwP7ATS8T5a1EU09vZrBtNf+B24IwgCMmtx54WRXF7+5kk0U48AKxs3cycB+a2sz03FFEUkwRBWAecwpKddZp2KqmXSuklJCQk/qZILhQJCQmJvymSgEtISEj8TZEEXEJCQuJviiTgEhISEn9TJAGXkJCQ+JsiCbiEhITE3xRJwCUkJCT+pvw/nFON2sqe0ZoAAAAASUVORK5CYII=",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "contour_levels=np.arange(4, 14, 0.5)\n",
-    "cn = plt.contour(xi,yi,grid_z,levels=contour_levels)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from shapely.geometry import LineString\n",
-    "\n",
-    "poly_list = []\n",
-    "\n",
-    "for collection,level in zip(cn.collections,contour_levels):\n",
-    "    for p in collection.get_paths():\n",
-    "        v = p.vertices\n",
-    "        x = v[:,0]\n",
-    "        y = v[:,1]\n",
-    "        poly = LineString([(i[0], i[1]) for i in zip(x,y)])\n",
-    "        if(poly.is_empty):\n",
-    "            print(f\"{p} is empty\")\n",
-    "        poly_list.append(dict(wind_speed = level, poly = poly))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Clip to domain\n",
-    "domain = ds.geometry.to_shapely().buffer(0)\n",
-    "for p in poly_list:\n",
-    "    p['poly'].intersection(domain)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>wind_speed</th>\n",
-       "      <th>geometry</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>4.0</td>\n",
-       "      <td>LINESTRING (3.14064 51.02428, 3.15122 51.03832...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>4.0</td>\n",
-       "      <td>LINESTRING (-1.06282 54.23755, -1.06232 54.239...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>4.0</td>\n",
-       "      <td>LINESTRING (-1.06630 54.28629, -1.06339 54.293...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>4.0</td>\n",
-       "      <td>LINESTRING (4.76818 52.16071, 4.75442 52.16810...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>4.0</td>\n",
-       "      <td>LINESTRING (5.59430 52.38263, 5.59568 52.38330...</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "   wind_speed                                           geometry\n",
-       "0         4.0  LINESTRING (3.14064 51.02428, 3.15122 51.03832...\n",
-       "1         4.0  LINESTRING (-1.06282 54.23755, -1.06232 54.239...\n",
-       "2         4.0  LINESTRING (-1.06630 54.28629, -1.06339 54.293...\n",
-       "3         4.0  LINESTRING (4.76818 52.16071, 4.75442 52.16810...\n",
-       "4         4.0  LINESTRING (5.59430 52.38263, 5.59568 52.38330..."
-      ]
-     },
-     "execution_count": 17,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# Create GeoDataframe\n",
-    "df = pd.DataFrame({'wind_speed':[p['wind_speed'] for p in poly_list]})\n",
-    "gdf = gpd.GeoDataFrame(df,geometry=[p['poly'] for p in poly_list], crs=4326)\n",
-    "gdf.head()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "                            padding: 2px; padding-right: 8px;\n",
-       "                        }\n",
-       "                    &lt;/style&gt;\n",
-       "            \n",
-       "    &lt;script src=&quot;https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js&quot;&gt;&lt;/script&gt;\n",
-       "&lt;/head&gt;\n",
-       "&lt;body&gt;\n",
-       "    \n",
-       "    \n",
-       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_f01fedb7b456d836402a431c26e6a9a2&quot; &gt;&lt;/div&gt;\n",
-       "        \n",
-       "&lt;/body&gt;\n",
-       "&lt;script&gt;\n",
-       "    \n",
-       "    \n",
-       "            var map_f01fedb7b456d836402a431c26e6a9a2 = L.map(\n",
-       "                &quot;map_f01fedb7b456d836402a431c26e6a9a2&quot;,\n",
-       "                {\n",
-       "                    center: [52.59094442794124, 3.658079153513186],\n",
-       "                    crs: L.CRS.EPSG3857,\n",
-       "                    zoom: 10,\n",
-       "                    zoomControl: true,\n",
-       "                    preferCanvas: false,\n",
-       "                }\n",
-       "            );\n",
-       "            L.control.scale().addTo(map_f01fedb7b456d836402a431c26e6a9a2);\n",
-       "\n",
-       "            \n",
-       "\n",
-       "        \n",
-       "    \n",
-       "            var tile_layer_630ab9568386153ec306d9d2c157f5b2 = L.tileLayer(\n",
-       "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
-       "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
-       "            ).addTo(map_f01fedb7b456d836402a431c26e6a9a2);\n",
-       "        \n",
-       "    \n",
-       "            map_f01fedb7b456d836402a431c26e6a9a2.fitBounds(\n",
-       "                [[49.94723396467552, -1.427731540850969], [55.23465489120696, 8.743889847877341]],\n",
-       "                {}\n",
-       "            );\n",
-       "        \n",
-       "    \n",
-       "        function geo_json_6d71a697c6b7eba03d470c65951117f9_styler(feature) {\n",
-       "            switch(feature.id) {\n",
-       "                case &quot;0&quot;: case &quot;1&quot;: case &quot;2&quot;: case &quot;3&quot;: case &quot;4&quot;: case &quot;5&quot;: case &quot;6&quot;: case &quot;7&quot;: case &quot;8&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#440154&quot;, &quot;fillColor&quot;: &quot;#440154&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;9&quot;: case &quot;10&quot;: case &quot;11&quot;: case &quot;12&quot;: case &quot;13&quot;: case &quot;14&quot;: case &quot;15&quot;: case &quot;16&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#481467&quot;, &quot;fillColor&quot;: &quot;#481467&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;17&quot;: case &quot;18&quot;: case &quot;19&quot;: case &quot;20&quot;: case &quot;21&quot;: case &quot;22&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#482576&quot;, &quot;fillColor&quot;: &quot;#482576&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;37&quot;: case &quot;38&quot;: case &quot;39&quot;: case &quot;40&quot;: case &quot;41&quot;: case &quot;42&quot;: case &quot;43&quot;: case &quot;44&quot;: case &quot;45&quot;: case &quot;46&quot;: case &quot;47&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#404688&quot;, &quot;fillColor&quot;: &quot;#404688&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;48&quot;: case &quot;49&quot;: case &quot;50&quot;: case &quot;51&quot;: case &quot;52&quot;: case &quot;53&quot;: case &quot;54&quot;: case &quot;55&quot;: case &quot;56&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#39558c&quot;, &quot;fillColor&quot;: &quot;#39558c&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;57&quot;: case &quot;58&quot;: case &quot;59&quot;: case &quot;60&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#33638d&quot;, &quot;fillColor&quot;: &quot;#33638d&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;61&quot;: case &quot;62&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#2d718e&quot;, &quot;fillColor&quot;: &quot;#2d718e&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;63&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#287d8e&quot;, &quot;fillColor&quot;: &quot;#287d8e&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;64&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#238a8d&quot;, &quot;fillColor&quot;: &quot;#238a8d&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;65&quot;: case &quot;66&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#1f968b&quot;, &quot;fillColor&quot;: &quot;#1f968b&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;67&quot;: case &quot;68&quot;: case &quot;69&quot;: case &quot;70&quot;: case &quot;71&quot;: case &quot;72&quot;: case &quot;73&quot;: case &quot;74&quot;: case &quot;75&quot;: case &quot;76&quot;: case &quot;77&quot;: case &quot;78&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#20a386&quot;, &quot;fillColor&quot;: &quot;#20a386&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;79&quot;: case &quot;80&quot;: case &quot;81&quot;: case &quot;82&quot;: case &quot;83&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#29af7f&quot;, &quot;fillColor&quot;: &quot;#29af7f&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;84&quot;: case &quot;85&quot;: case &quot;86&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#3dbc74&quot;, &quot;fillColor&quot;: &quot;#3dbc74&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;87&quot;: case &quot;88&quot;: case &quot;89&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#56c667&quot;, &quot;fillColor&quot;: &quot;#56c667&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;90&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#75d054&quot;, &quot;fillColor&quot;: &quot;#75d054&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;91&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#95d840&quot;, &quot;fillColor&quot;: &quot;#95d840&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;92&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#bade28&quot;, &quot;fillColor&quot;: &quot;#bade28&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;93&quot;: case &quot;94&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#dde318&quot;, &quot;fillColor&quot;: &quot;#dde318&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                case &quot;95&quot;: case &quot;96&quot;: \n",
-       "                    return {&quot;color&quot;: &quot;#fde725&quot;, &quot;fillColor&quot;: &quot;#fde725&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "                default:\n",
-       "                    return {&quot;color&quot;: &quot;#453781&quot;, &quot;fillColor&quot;: &quot;#453781&quot;, &quot;fillOpacity&quot;: 0.5, &quot;weight&quot;: 2};\n",
-       "            }\n",
-       "        }\n",
-       "        function geo_json_6d71a697c6b7eba03d470c65951117f9_highlighter(feature) {\n",
-       "            switch(feature.id) {\n",
-       "                default:\n",
-       "                    return {&quot;fillOpacity&quot;: 0.75};\n",
-       "            }\n",
-       "        }\n",
-       "        function geo_json_6d71a697c6b7eba03d470c65951117f9_pointToLayer(feature, latlng) {\n",
-       "            var opts = {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;#3388ff&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;#3388ff&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 2, &quot;stroke&quot;: true, &quot;weight&quot;: 3};\n",
-       "            \n",
-       "            let style = geo_json_6d71a697c6b7eba03d470c65951117f9_styler(feature)\n",
-       "            Object.assign(opts, style)\n",
-       "            \n",
-       "            return new L.CircleMarker(latlng, opts)\n",
-       "        }\n",
-       "\n",
-       "        function geo_json_6d71a697c6b7eba03d470c65951117f9_onEachFeature(feature, layer) {\n",
-       "            layer.on({\n",
-       "                mouseout: function(e) {\n",
-       "                    if(typeof e.target.setStyle === &quot;function&quot;){\n",
-       "                        geo_json_6d71a697c6b7eba03d470c65951117f9.resetStyle(e.target);\n",
-       "                    }\n",
-       "                },\n",
-       "                mouseover: function(e) {\n",
-       "                    if(typeof e.target.setStyle === &quot;function&quot;){\n",
-       "                        const highlightStyle = geo_json_6d71a697c6b7eba03d470c65951117f9_highlighter(e.target.feature)\n",
-       "                        e.target.setStyle(highlightStyle);\n",
-       "                    }\n",
-       "                },\n",
-       "            });\n",
-       "        };\n",
-       "        var geo_json_6d71a697c6b7eba03d470c65951117f9 = L.geoJson(null, {\n",
-       "                onEachFeature: geo_json_6d71a697c6b7eba03d470c65951117f9_onEachFeature,\n",
-       "            \n",
-       "                style: geo_json_6d71a697c6b7eba03d470c65951117f9_styler,\n",
-       "                pointToLayer: geo_json_6d71a697c6b7eba03d470c65951117f9_pointToLayer\n",
-       "        });\n",
-       "\n",
-       "        function geo_json_6d71a697c6b7eba03d470c65951117f9_add (data) {\n",
-       "            geo_json_6d71a697c6b7eba03d470c65951117f9\n",
-       "                .addData(data)\n",
-       "                .addTo(map_f01fedb7b456d836402a431c26e6a9a2);\n",
-       "        }\n",
-       "            geo_json_6d71a697c6b7eba03d470c65951117f9_add({&quot;bbox&quot;: [-1.427731540850969, 49.94723396467552, 8.743889847877341, 55.23465489120696], &quot;features&quot;: [{&quot;bbox&quot;: [3.1406365047973406, 51.02428363451412, 7.613483425965644, 53.36319701424331], &quot;geometry&quot;: {&quot;coordinates&quot;: [[3.1406365047973406, 51.02428363451412], [3.151217566907908, 51.03831521564259], [3.167569492635425, 51.05488494531134], [3.1766596739291084, 51.06521482894749], [3.215751942274423, 51.092114442252395], [3.219202088517294, 51.094113720860896], [3.2616838916962116, 51.119014055557294], [3.270834684399164, 51.12431205799798], [3.3077441077151795, 51.14591366886219], [3.3224672802810336, 51.154429233001835], [3.353929775951886, 51.17281328216709], [3.3740998761629033, 51.18446582428092], [3.4002387289349376, 51.19971289547199], [3.425732472044773, 51.214422118627866], [3.4466693940510664, 51.22661250877688], [3.477365067926643, 51.24429813512561], [3.493220748916607, 51.253512122081794], [3.5289976638085117, 51.27409364624413], [3.539892283106354, 51.2804117353867], [3.5806302596903814, 51.30380819654374], [3.5866839653502143, 51.30731134869159], [3.6322628555722507, 51.33344111933733], [3.6335962154503605, 51.33421096199649], [3.6807320907860213, 51.36111057530139], [3.683895451454121, 51.36290509432853], [3.728006395295363, 51.38801018860629], [3.7355280473359906, 51.39227286573323], [3.7753721158718507, 51.414909801911186], [3.7871606432178595, 51.42158323541538], [3.822827778300269, 51.44180941521609], [3.8387932390997292, 51.450836385580224], [3.870372325921458, 51.46870902852099], [3.890425834981599, 51.480032280287226], [3.9180051414985213, 51.49560864182589], [3.9420584308634687, 51.50917065094173], [3.9657262336047214, 51.52250825513079], [3.9936910267453385, 51.53825090110287], [4.013535547076442, 51.54940786843569], [4.045323622627208, 51.56727246495622], [4.061433402772794, 51.576307481740585], [4.096956218509077, 51.59623456116617], [4.109420635190283, 51.60320709504549], [4.148588814390947, 51.625136119200164], [4.157498597653545, 51.6301067083504], [4.200221410272817, 51.65397577693808], [4.205669173316652, 51.65700632165529], [4.251854006154686, 51.68273697738797], [4.253961728053544, 51.68390593496019], [4.302297830838411, 51.710805548265085], [4.303486602036556, 51.711465574300526], [4.350626361679963, 51.737705161569984], [4.355119197918426, 51.74018661855474], [4.399198569422296, 51.76460477487488], [4.406751793800295, 51.76875417432376], [4.4480240764499825, 51.79150438817979], [4.458384389682164, 51.79716469964949], [4.497111732907831, 51.818404001484694], [4.510016985564034, 51.82541534167504], [4.546469591956763, 51.845303614789586], [4.561649581445904, 51.85350392380908], [4.5961048906299515, 51.87220322809449], [4.613282177327774, 51.881428927569466], [4.646024036312069, 51.89910284139938], [4.664914773209643, 51.909189469667545], [4.696232598797382, 51.92600245470428], 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13.5}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;bbox&quot;: [7.998690573447199, 54.209596252058766, 8.130995141748997, 54.2722068402743], &quot;geometry&quot;: {&quot;coordinates&quot;: [[8.021033505531166, 54.209596252058766], [8.045316934170735, 54.21246958562076], [8.072666101413036, 54.22247638422287], [8.124298697294906, 54.2300788885116], [8.130995141748997, 54.23936919892566], [8.124298697294906, 54.24662660950604], [8.090491021111053, 54.266268812230564], [8.072666101413036, 54.2722068402743], [8.021033505531166, 54.268388932764694], [8.017956368837497, 54.266268812230564], [7.998690573447199, 54.23936919892566], [8.013056473517386, 54.21246958562076], [8.021033505531166, 54.209596252058766]], &quot;type&quot;: &quot;LineString&quot;}, &quot;id&quot;: &quot;96&quot;, &quot;properties&quot;: {&quot;__folium_color&quot;: &quot;#fde725&quot;, &quot;wind_speed&quot;: 13.5}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
-       "\n",
-       "        \n",
-       "    \n",
-       "    geo_json_6d71a697c6b7eba03d470c65951117f9.bindTooltip(\n",
-       "    function(layer){\n",
-       "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
-       "    \n",
-       "    let handleObject = feature=&gt;typeof(feature)==&#x27;object&#x27; ? JSON.stringify(feature) : feature;\n",
-       "    let fields = [&quot;wind_speed&quot;];\n",
-       "    let aliases = [&quot;wind_speed&quot;];\n",
-       "    let table = &#x27;&lt;table&gt;&#x27; +\n",
-       "        String(\n",
-       "        fields.map(\n",
-       "        (v,i)=&gt;\n",
-       "        `&lt;tr&gt;\n",
-       "            &lt;th&gt;${aliases[i]}&lt;/th&gt;\n",
-       "            \n",
-       "            &lt;td&gt;${handleObject(layer.feature.properties[v])}&lt;/td&gt;\n",
-       "        &lt;/tr&gt;`).join(&#x27;&#x27;))\n",
-       "    +&#x27;&lt;/table&gt;&#x27;;\n",
-       "    div.innerHTML=table;\n",
-       "    \n",
-       "    return div\n",
-       "    }\n",
-       "    ,{&quot;className&quot;: &quot;foliumtooltip&quot;, &quot;sticky&quot;: true});\n",
-       "                     \n",
-       "    \n",
-       "    var color_map_c4b370ddd92194ebc7fe05055f6e9569 = {};\n",
-       "\n",
-       "    \n",
-       "    color_map_c4b370ddd92194ebc7fe05055f6e9569.color = d3.scale.threshold()\n",
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-       "    \n",
-       "\n",
-       "    color_map_c4b370ddd92194ebc7fe05055f6e9569.x = d3.scale.linear()\n",
-       "              .domain([4.0, 13.5])\n",
-       "              .range([0, 450 - 50]);\n",
-       "\n",
-       "    color_map_c4b370ddd92194ebc7fe05055f6e9569.legend = L.control({position: &#x27;topright&#x27;});\n",
-       "    color_map_c4b370ddd92194ebc7fe05055f6e9569.legend.onAdd = function (map) {var div = L.DomUtil.create(&#x27;div&#x27;, &#x27;legend&#x27;); return div};\n",
-       "    color_map_c4b370ddd92194ebc7fe05055f6e9569.legend.addTo(map_f01fedb7b456d836402a431c26e6a9a2);\n",
-       "\n",
-       "    color_map_c4b370ddd92194ebc7fe05055f6e9569.xAxis = d3.svg.axis()\n",
-       "        .scale(color_map_c4b370ddd92194ebc7fe05055f6e9569.x)\n",
-       "        .orient(&quot;top&quot;)\n",
-       "        .tickSize(1)\n",
-       "        .tickValues([4.0, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, 4.968627450980392, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, 5.9372549019607845, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, 6.905882352941177, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, 7.874509803921569, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, 8.843137254901961, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, 9.811764705882354, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, 10.780392156862746, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, 11.749019607843138, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, 12.717647058823529, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;, &#x27;&#x27;]);\n",
-       "\n",
-       "    color_map_c4b370ddd92194ebc7fe05055f6e9569.svg = d3.select(&quot;.legend.leaflet-control&quot;).append(&quot;svg&quot;)\n",
-       "        .attr(&quot;id&quot;, &#x27;legend&#x27;)\n",
-       "        .attr(&quot;width&quot;, 450)\n",
-       "        .attr(&quot;height&quot;, 40);\n",
-       "\n",
-       "    color_map_c4b370ddd92194ebc7fe05055f6e9569.g = color_map_c4b370ddd92194ebc7fe05055f6e9569.svg.append(&quot;g&quot;)\n",
-       "        .attr(&quot;class&quot;, &quot;key&quot;)\n",
-       "        .attr(&quot;transform&quot;, &quot;translate(25,16)&quot;);\n",
-       "\n",
-       "    color_map_c4b370ddd92194ebc7fe05055f6e9569.g.selectAll(&quot;rect&quot;)\n",
-       "        .data(color_map_c4b370ddd92194ebc7fe05055f6e9569.color.range().map(function(d, i) {\n",
-       "          return {\n",
-       "            x0: i ? color_map_c4b370ddd92194ebc7fe05055f6e9569.x(color_map_c4b370ddd92194ebc7fe05055f6e9569.color.domain()[i - 1]) : color_map_c4b370ddd92194ebc7fe05055f6e9569.x.range()[0],\n",
-       "            x1: i &lt; color_map_c4b370ddd92194ebc7fe05055f6e9569.color.domain().length ? color_map_c4b370ddd92194ebc7fe05055f6e9569.x(color_map_c4b370ddd92194ebc7fe05055f6e9569.color.domain()[i]) : color_map_c4b370ddd92194ebc7fe05055f6e9569.x.range()[1],\n",
-       "            z: d\n",
-       "          };\n",
-       "        }))\n",
-       "      .enter().append(&quot;rect&quot;)\n",
-       "        .attr(&quot;height&quot;, 40 - 30)\n",
-       "        .attr(&quot;x&quot;, function(d) { return d.x0; })\n",
-       "        .attr(&quot;width&quot;, function(d) { return d.x1 - d.x0; })\n",
-       "        .style(&quot;fill&quot;, function(d) { return d.z; });\n",
-       "\n",
-       "    color_map_c4b370ddd92194ebc7fe05055f6e9569.g.call(color_map_c4b370ddd92194ebc7fe05055f6e9569.xAxis).append(&quot;text&quot;)\n",
-       "        .attr(&quot;class&quot;, &quot;caption&quot;)\n",
-       "        .attr(&quot;y&quot;, 21)\n",
-       "        .text(&quot;wind_speed&quot;);\n",
-       "&lt;/script&gt;\n",
-       "&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
-      ],
-      "text/plain": [
-       "<folium.folium.Map at 0x1432cb5b450>"
-      ]
-     },
-     "execution_count": 18,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "gdf.explore(column='wind_speed')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# export shapefile\n",
-    "gdf.to_file(\"wind_speed_contours.shp\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![QGIS](../images/dfsu_qgis_contours.png)"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -720,13 +231,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
     "import os\n",
     "\n",
-    "files = [\"wind_speed\",\"wind_speed_contours\"]\n",
+    "files = [\"wind_speed\"]\n",
     "\n",
     "exts = [\"cpg\",\"dbf\",\"shp\",\"shx\"]\n",
     "\n",
@@ -736,11 +247,18 @@
     "        if os.path.exists(filename):\n",
     "            os.remove(filename)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": ".venv",
    "language": "python",
    "name": "python3"
   },
@@ -754,7 +272,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.4"
+   "version": "3.13.0"
   }
  },
  "nbformat": 4,