{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 09 Raster Operations in GemGIS\n", "\n", "Several smaller raster operations needed for the functionality of GemGIS are implemented. This includes calculating the difference of arrays and rasterio objects (``calculate_difference``).\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Set File Paths and download Tutorial Data\n", "\n", "If you downloaded the latest `GemGIS` version from the Github repository, append the path so that the package can be imported successfully. Otherwise, it is recommended to install `GemGIS` via `pip install gemgis` and import `GemGIS` using `import gemgis as gg`. In addition, the file path to the folder where the data is being stored is set. The tutorial data is downloaded using Pooch (https://www.fatiando.org/pooch/latest/index.html) and stored in the specified folder. Use `pip install pooch` if Pooch is not installed on your system yet." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2021-03-17T11:06:26.769687Z", "start_time": "2021-03-17T11:06:24.413394Z" } }, "outputs": [], "source": [ "import gemgis as gg\n", "\n", "file_path ='data/09_raster_operations_gemgis/'" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2021-03-17T11:06:27.592579Z", "start_time": "2021-03-17T11:06:26.818711Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Downloading file '09_raster_operations_gemgis.zip' from 'https://rwth-aachen.sciebo.de/s/AfXRsZywYDbUF34/download?path=%2F09_raster_operations_gemgis.zip' to 'C:\\Users\\ale93371\\Documents\\gemgis\\docs\\getting_started\\tutorial\\data\\09_raster_operations_gemgis'.\n" ] } ], "source": [ "gg.download_gemgis_data.download_tutorial_data(filename=\"09_raster_operations_gemgis.zip\", dirpath=file_path)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading the raster data\n", "\n", "The rasters to perform the raster operations are being loaded with rasterio and NumPy." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:22.543282Z", "start_time": "2020-12-13T10:27:19.715031Z" } }, "outputs": [], "source": [ "import rasterio \n", "import numpy as np\n", "\n", "array = np.load(file_path + 'array.npy')\n", "\n", "raster1 = rasterio.open(file_path + 'raster.tif')\n", "raster2 = rasterio.open(file_path + 'raster.tif')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculating Differences\n", "\n", "### Plotting Raster Data\n", "\n", "As the loaded rasters are identical, the same figures are plotted." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:22.856927Z", "start_time": "2020-12-13T10:27:22.545296Z" } }, "outputs": [ { "data": { 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "\n", "fig, (ax1, ax2) = plt.subplots(1,2)\n", "plt.subplots_adjust(wspace=0.35)\n", "\n", "im1 = ax1.imshow(raster1.read(1), cmap='gist_earth', vmin=250, vmax=750)\n", "divider = make_axes_locatable(ax1)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", "cbar = plt.colorbar(im1, cax=cax)\n", "cbar.set_label('m')\n", "\n", "\n", "im2 = ax2.imshow(raster2.read(1), cmap='gist_earth', vmin=250, vmax=750)\n", "divider = make_axes_locatable(ax2)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", "cbar = plt.colorbar(im2, cax=cax)\n", "cbar.set_label('m')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculate difference between rasterio objects\n", "\n", "The difference between two rasterio objects can easily be calculated using the function ``calculate_difference``. The result will be an array. In this case, the result is zero as the arrays are identical." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:22.872202Z", "start_time": "2020-12-13T10:27:22.857923Z" } }, "outputs": [ { "data": { "text/plain": [ "array([[[0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " ...,\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.]]], dtype=float32)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "diff = gg.raster.calculate_difference(raster1=raster1, \n", " raster2=raster2)\n", "diff" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculate difference between arrays of the same size\n", "\n", "The difference between two arrays with the same size can easily be calculated using the function ``calculate_difference``. The result will be an array. In this case, the result is not zero as 10 meters were subtracted from the second raster." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:22.888205Z", "start_time": "2020-12-13T10:27:22.874207Z" } }, "outputs": [ { "data": { "text/plain": [ "array([[10., 10., 10., ..., 10., 10., 10.],\n", " [10., 10., 10., ..., 10., 10., 10.],\n", " [10., 10., 10., ..., 10., 10., 10.],\n", " ...,\n", " [10., 10., 10., ..., 10., 10., 10.],\n", " [10., 10., 10., ..., 10., 10., 10.],\n", " [10., 10., 10., ..., 10., 10., 10.]], dtype=float32)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "diff = gg.raster.calculate_difference(raster1=raster1.read(1), \n", " raster2=raster2.read(1)-10)\n", "diff" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculate difference of arrays of different size\n", "\n", "The difference between two arrays that do not have the same size can easily be calculated using the function ``calculate_difference``. The result will be an array. In this case, the result is not zero.\n", "\n", "Printing the shapes of the arrays." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:22.904223Z", "start_time": "2020-12-13T10:27:22.890211Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1069, 972)\n" ] } ], "source": [ "print(array.shape)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:22.920213Z", "start_time": "2020-12-13T10:27:22.909212Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(275, 250)\n" ] } ], "source": [ "print(raster1.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plotting the arrays." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:23.283294Z", "start_time": "2020-12-13T10:27:22.922214Z" } }, "outputs": [ { "data": { "image/png": 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JBYTej5Mvq15qX36BPIx1pokt8zGODdPTXAEs94eV9+aBAaU6TJgjjjtk3BnDmLFhaorndgPazxTy1Zv31UqL0A4fgC71C8hYzzFHnDep7iPhR558n7ZN62zyRZiiP9xErqHCmg0f/6uBo0vM6bPjUgEDQuOjcOTA+L4YcLUzD8y7MDZPyskIpajlZITjL5aTkUBjxFOl7Yb5HLPOMcB6Gn4rkR+oky9+Xr15XxwMw7L0RGvqF5BfPMITtY4xkv+leyLlcpt8kY0lz6du3z63GaGoMhsNCzisj4S1fod1hISW1mci7yt+J0dxJQ6bM5oHFkqRMSc7HlYeWHD6wiwczq2ksvXmgVnWUsJ6trXOY+y7ua8OBUzUV4n3LfUr1Td6XE9x+vh0Z0BWP9PyAmo7X++cnfogwpFTw5AG/owNar3EnD7b0gTMw8XML1/NA2sNyNqbB1bkZFAe2MScjJ48sHRuQ8zxauSCtUgYAPGdzALKWu4X/86HmqC/XpMxRb749fWEHtM9a3ii1n3NF4dJPZF02WCQMU2+LOKlQwC83gxOkDBA5mlsWIJsI8bRfAktwXCS0XRnLedqHtdz4sXzwSQJo9Ak2nlgBeYMAnPIrNB8LQ8MQLUTkA4/irQHK2ViIgmrJmh3kK+evK+e0CNA94YTr3HMyWaHH6d2+gHGHb5QbpMeMdjqiMNXTIm2UfijbIk5fba1Q5AN46HEOftL0360erEJlYzaPHuh67g+PWyD6K483sgGAyBqZgEK/6vDkfTdIlc1OdhaFvtW5EufGwGcVd4MPyoSxkEPgAirWImwzYEQR0IBNUvziqIkX4P6iO1UeYRttg923aNn0XeuY1UoIdb+LBNiFzGZ5sDK1a8q1/FcnxweSm0jpUuwHXRiTh6QNRsP5adzKEL/46kPllnbTEl16N2nLh8LPVrfaw4fD8vmQVel+gXYxMzq/dhy+qzwo1a/gLra3lLcaT3VKYhbJe1hoyOSYt9LzOmyLa2AMakDAxwGV07GwRPx0wsY9QFZeZdxCgmY0xKRLKsmyQ3jxswArIIGZPU+fEJZTPqsTJLLwYN7MHokfGtbroQB05Pv+f75Pvl5cfJVI1U9pKvmiWr1Sw68Os9hF6ARfhwPBaTzUGBYgJRBvvQ6y4pQADxm3uVyo1ekOK4bJ1a9NqwdxrBmdwgZKomyS5tutdCO97HXo8vLlIif1HkAKwx/8hAUbEebhDnFdQz2gKy9IcrJeGOQwla9nryvcYc244nI8Spyvzowh8KPYtn4jky8ZZkk9JbaPkZZuPLOVXfdAQiq3mbZEnP67LhUwMYS8XO5VLtS/peXL9cwLZH0RAMI8pe67v5djpysl3PuUx9gCYAxFCgAckqgCQmPWhEb5vNymIkK+UrXN0K8ej3RcG/q6lf+noFxaihA52JwI/WrRr7KBPtyIlxep0XaAvjm0FMggRvrm7aUyGU4YHGb6sfLXB/6K1VVhioSc5K6Ih2JjcaclspufV9v+xkjX9Y5jK23iFgr3SF8b6tf+bud8kDLY8NPtKyGObVkfL0tV92pHqDwByhUt5YtOgrOEnP6bEsTMO9nKQ8sjQemiNc8AVwmYc3QkWczy3v1UlXyPwFjKqdwgM4DUw+uNZbMWMy8BYL6O5GnVD7SI0UrXqbq1SBfCeAqD9jYg1fLwyjHM8rfRbi3JxTQCD9y9YuHHtM6ZHD0XhKuIuRUCQcMkMConYTNNEoyNj8doXJuz3jGM+CcKz5vfetb47E89u7di127duGkk07CRRddhPvvv1/s49ChQ3j729+OpzzlKTj55JPxyle+El//+tc37HqPps2Zc0eWRyoPZJrjje5xHerHdezlm0KUTcwZRjEnq8ptzLGcqV5b5IVawwlr2TqvGlHsdfjszj62+hXKMuaMhR/Hhp/QiruFOeEv28bnj1UmccZOfbDwhjt9XblqnYRsiTl9tqUJWM048QrL8S9kWZHnxfcBuV56oSgesJ48sCk5GRw89PpUb14Cj1bD+Mcyq47eHwDzWLRs9XiseT02GA5J/bI8UasbePgeQwE8NMzDj418sFrvx7Q+Ea28DHAi3/5Q3QIENzXzwrYh/ka1zxS755578NBDD6XPnXfeCQB4zWteAwC45pprcN111+HGG2/EPffcg507d+IlL3kJvvGNb6R9XHHFFbjjjjtw++234zOf+QweffRRXHrppZgfB93TW+qCSb5onVbEaD8LYM7YC66GKeY5j6hgvKzHiazVGSNj/Lx7lTn7OAxjBsIantsl1S+gE3PAl+X3RJ6NnC9xbr6ttmvHbxHVnaJAg+/AonVEKJeY02dbnIBFV5CNB8atlYhP5umf99lbZR4pDwnQIdNfEY6EzMngXZfV2DwpJ4OF3sa8SIsUAShCkVb9dD8U2RrmddDiqpc1yGqLINbAVgw5UfFEaR3dJ7msQgMiD8PwSNk6cY41r5SFHjWwZVWUtY/GRxMxTcK4CsYBcRF6NuaVbmRC7FOf+lTs3LkzfX7/938fz3zmM/GiF70I3ntcf/31ePe7341Xv/rV2LNnD2655RY89thjuO222wAAjzzyCD70oQ/h2muvxcUXX4zzzjsPt956K+677z7cddddC1z90bW5rysW/EmYg5SO6MAZDmHKRQXEy1SMBwaMjgdmd0zJqhcfg7BnPLAWieLfe8nW2LFa++WOG1+2HM4W5nCsobpy2AnCaZWTWkm+B7Bw+NFSv6wxAzXxqtkU1b3Xejr/NLdfYk6XbXECVpodXlReJQj8VPiI5FzIByLVr+WB8RBXIyeDwFDs14+TIN2zUH8Xg6Z2KFEtgBTHN0KR1nn17FNcMx+MdiQPQ4QIoBNhUfR+XDQUYJkmY5p4WZPj8h5HnIhxEgaUy+K4KiTg9cCOEy0kxNY/AHDw4EHxOXTo0Oh+Dx8+jFtvvRU/8zM/A+ccHnjgAezfvx+XXHJJqrN9+3a86EUvwmc/+1kAwL333osjR46IOrt27cKePXtSna1ivT0heZ3s3OV2t1AeWGrzKmfS24MVc+N5YC3yMza9j7XcaxYxqy23yFdtf4RPVuhRpzvQ9/DXVtzrY3/1Y05LcQfWp7jrKE9Nda85fV1hyMKRbZDCJeZ02ZYmYN476DwwspTPpXI0eCJ+CjFCkjYrD0yOUl2SMSsnI59nOyfDkmQL9ari6WnCNNZD0TrO2H5a+2sdg5cvkocR/kr1S+bTDYqYeJjhx5FQgKV+WeRLE694BuWHkbHU1hgJk+qJBMSWTQFHsV0H+d69ezdOO+209Nm3b1/7ZAD83u/9Hv75n/8Zb3zjGwEA+/fvBwDs2LFD1NuxY0dat3//fpxwwgl48pOfXK2zlazm7AHUDiBCj4BcXjgPjP818sDCvvowp0WGeknYGNaM1amRqVq4ylLA+DJX20O5DD3KdId+9SthTnre+jGHzFK/1qu4034Htq2luh8tW2JOn23tYSgM4wOy0oh0c+/FiPhhwFUnBkMcgDQIKx+1mtaLruHRxuaFzA9xe17IVtdwaqx6EMTaXwDm5NtjnmoxXtiI17n+vK85ezHYeRgt9asaCoAiKh2hAG4t8tU7SvXgZAU+6CpcGI5iiLkj9F13I6+aQ9uNNqyVF0TlDz74IE499dRUvn379tH9fuhDH8LLXvYy7Nq1S56iGl7De1+UlecxXudYsAE58X7G8GXmAq7QfI4D5KDPtO0McUgKtTxDbHPOo5gXkl74lXkhERUaPRetdzMAEnd6hqPoKde4pOv1WksFs5T/GhGsEzs79Fjt3KPUL6BU3NO+JmIOKe41aynuqY4BODTSPR1STLzNh75heIPUZjsHYp2IO0vM6bMtrYAlHZ7lgXGbs1yNwcf8LyXpcrPywADpZVA4SM7X5oucjLC/8ZwMcfwKgSEbk+JrStaUXpBi+xHyVTtvfc7Wg8g90bTcUL9yHakdtEIB6VgjoQArD0PX5b1nec8jSwEr1jM1TCthuT2WQ6RUQwIT8zOyemh/AODUU08VnzEw/NrXvoa77roL/+E//IdUtnPnTgAovMoDBw4kD3Xnzp04fPgwHn744WqdrWK8Z1lvHlgOO4ZlILe71BbAXr5aXdGYw1Ifwt85pAomMYeXA23MsVSomvo1xWpY0Uu+NEbpcx4LPdL1y6Fucs/HvN5Q3NHGnFb4MR0b0xR3IGNI2l86m1JxTzjDsKZlOgwprHytdtkSc/psixOw0vjE3KkMsmHT48qT73nD43lgoyEB7u0skJPR02vJkuRboMSXxwDSqlcrox4sNcKn9ylBtBV6HFe/dDdwAKOhAGv4CSsUEI5dAqHVTVyTLm/802SMhyY1CRP7jC9oy0s2J/3tNEq+rn0WsZtvvhlnnnkmXv7yl6eys88+Gzt37ky9lICQs3H33XfjwgsvBACcf/752LZtm6jz0EMP4Utf+lKqs9VMhxEpBFStz150Vh4YkF++9dxTsJAXPTdMKdZpD52pD2SW08XX1Z75no91rCnkS6/j+xhT21vqV/hbKu4AsuK+jvDjmOKeyhguJXIFiTt5e/UZSX0Q331Bt+J5y/OvrW/ZEnP6bGuHIL2D9w7ALD4UMzjWPJOHmkJA4fvgPbyeE9Jlz5NGrE5Rf98OCfCHMCi1cwyYYQZOMLaVYOjy/Gw096NlFGKk7zRSNQ8/6np8W6D0XItb2QA2Oj++3Ev4WmCY1lfyMOTf7K0igiH3Nk3PsyMUwMlVi3zx3C398jTuZpL1Bzggthst/SNOuIwYGohV8zmytpiuY5r4Fc9zwFAh+bpTSNf+hgE333wzLr/8cqyuZghxzuGKK67A1VdfjXPOOQfnnHMOrr76ajzpSU/C6173OgDAaaedhje96U14xzvegTPOOAOnn3463vnOd+Lcc8/FxRdfPP3ijrKl9tIZhhwAODjMXAg1BrTyQEQqB+S/sZ1Q+xxcGB0fQEx/oA4nTiliOfVhlnBmsdQHjSViztlBjpDfCkOOmYVHrSF3rL/0vVeF4w6f7OxTql/hr8QcAFXM4ekQ4S9kfeS/NcWd4w4gsQlGfW189g3CmbAfmKkPdI5pfU9Pn/jeG7Ml5vTZ1iZghtGArLwtDd6nCbopDwzIXkPK+RJELOdwFHlgeRfB6MVIAMlJRARA7wPhak0RYl6PQa4IDAE5VREHoV7iZR1Lf2+Rr/WEHsfyMPQgiGLoCeF5SvAbCz+mdemcGCFrkK9CtSiujl9o+DNLYzU5zHxJwoiY0eTN8JGUOY8VOHgQScvXwx3TkHc4kuswHMEwtx91PxxpbmvZXXfdhb//+7/Hz/zMzxTr3vWud+Hxxx/HW97yFjz88MO44IIL8IlPfAKnnHJKqvP+978fq6uruOyyy/D444/jxS9+MT784Q9jZcJkzseK0W82I2zxDnOXp5+aRxdrQPjdZohOYFxecdSuch7PAJ+mJQp5YkDxbmSYE7Zl5AKEMYgEIywPfgYXMcetrMTns44b1uTcCXcq06ctdA8bocgWCathTsvhAwAvyJb+LhX3XswBbCeQd/gR2DOiuAPM4evBGwAzOiUn2yU5c5yEcbyZKTFi5iTmLGJLzOmzLU3AQqo9l6CyzX1YS8QLoEZIjZ15qq5UG4h0BS8UIh7vYwOVSflx5xEYvR+CohE90cEPQuEa/ICVSP1SnaGMCVvJ93wdV8N4+aKg2CJe9H1MBZP7K0OP4ZplXkZN/SoHQZTeppkjAzTDjwR2lvoV6tnkSxMvPYwJtzmCd0YkixSQgoSBQNFWwehammlfI3kaMo+lXDfVLrnkkuq1O+ewd+9e7N27t7r9iSeeiBtuuAE33HDD5GM/0SZUda4yAIxY+/iSy8o7qWCIxMohtInQvpxQvVxUxxLuxBe+cwbmkBrGcyldDkO6RCik8u59UN+HYY4VpWBx8mUpYoAkTda8kaP3sRKKtJZ7FLBeh0+nOwCkjLXUL7DhbuqYw78LhR624h6OUydfmniNjRI4xIMTESOcASBU9xVw3KG5IvO6cP4kdgUHL2kanQr8EnP6bEsTMGEsK36AfGPxuPkc4aLnAFY8n3g7JjAmhdXl5bAISlZM5AuxgTrAOxf/IjbveQJDMe6MAYYOs+SVFpfVCAlorxRAQcZo2+ptGwkFTAFBvv1YHka6Hx3qF9WNe8+EQ8v8E0MBYb88L0ISM02+OPESeRgKFyj8OCMwdTEMaZAwUrsoFOkCa48vbCMMma6pLxQA2MSYr1va4qbJ2IAQypkjvAgHyN6QFG5shSFXXMahUczxyOUp9WE8DKl7Q3LTanuoX6Y7pGtaZxuqES/+vUcBS9c14vBNV78G28FDG3MAppbTewSMdFXux/SUh3SVmLno/HGciQclZ8GnclJa2Tprt65cMT748xJzemxrE7AYiPdwYngIIJMumbBIL9KsNNBo1BQWIOWLky4qI8+0p2s4H45Cdw1vhQS0CmbleNUULouMAeMNvuWNjoFhLWzZMg58AEbVr9rQE7R1+i0McBTXqUIBXP2icgmSknxx4pW7iJeQNedtxQUiFrJIXApBETiS95lCkVFIJa+ZhyF1uHFUGUvXsrHe6LeypZ7VLRWMyHPEDisMOSCoD1YYMrwgJwxHYaQ+jIUhnVsZVd5rqnot3WGK9byce+v0OnwAcrlSv8xe2IbiHvfSxBxLcQ/HmpZvOinlIV1g+EPOHhi2cIcvqV8ah1xHGLIjD2yJOX22tQkYs+DpeeQ01myp4YtYty9IV06+z6GGFVaHYKbIAyM1xtOD6XIDdEhAVz/3uH6AOXZXi3C1QHGqZzoWAtBl1vpNV7+gwQ6iLN8AKi/BkMBOq18cBGvkixOvNoz4CGqSiA3xpU0kbA1hjLo177GKEIrUKhhdX2pzhTeaXwT2mdT97bGrWNq4WSrYEJ06UsGCwpWT8VeQX3RWGHIlEvhq7inHnJT6wFScjjAkBoR6MyCjW7Ca2k7rABTLi1qPAkbfNf6M9eTUifdAdvj4UBOhXKpfwRjmuA7M6VTcw57b5KuV8sCfWpHa4viBfXQEpOoOQcLiX+S2q8OQxTX2OH1LzOmy44aAaasNyDqLLzkg91gCMgkbkD3SIeZr8JBAUs0cCwt4ZHRMD2V/ToZbySFIroK11K8a+VovKLbAb+zvGOGrDzthjMFjqF/hAsE8T+mZ9oQfLfXLCj3WyJcYxbyigiXPMZ4jETFUSBgHPx46oERu550IQ07NxxiGNQyVxNdhWOvbydIAhPYwZ4Qr/UXMswHQo4KF3zfiEJAGZiVipnNP05hwLv/4ZeoDqmFIS3knFYxywSzlvYY3QIkxPUpYC5emEDFRb2TMr1DHdvj4OvoOQCruhDlxTbjYEnOmKO49+aaaeGncSccBG0yV5T67SuoDz/niqQ9cBSssvvtkByCjHp3TEnO6bEsTMJqCyIHiNtEFUQ2DuoinZZAX4grSRSGAoGJF0hV3T8m1vV3Dgzc1K0bFt8AQQFLBMINJwixbT8K9ZYvmY6Q6G9ALifZDZcEGmAMdqr+t8CMPBQj1i7xQZBDU5GvOQNAax0ndxZCL4XkoMisdFIbML/CwDYHgmvNY9YyQxbZZhCFdLPXsRWDY4Oeodwlf5mNslCXyNaKCBYdOhiGJkJE65lOblJgDwA5DIrYBIwzZq4JZoUhtrfDjVByaGobUCljvmF+Ww5fuUa/6xf6amLOA4s6JWS3lgdbL3tvls05YQ/Wl4i5JGKnuOvVBOILM6St6Wnd4f0vM6bMtTcCq5l0EN9lISO0g4jVPXmbOA0v1fDkeGO8a7hyKvLMkz6qu4TwMqXtDWiqYuJRKKGAsJKnLq7eqkf+ll1tkrNYLiepM6YXE1S8AUv1if6tjf6VwgY+qZYYsIloAbw8cILPKxcmXRby4j83DA7z3I5GxpIDBh++KhAVMC/vgoUiugrmktoJcjjEczPd6mY+xYaZzwFoqGCKB4ioYqesOMgzJnb4m5ghHj84lVlBhyCmOH2FPj+rO12+EtXCo5RTWrBzzSzp8k9Wv+LDxnpCLKu4Ac/o07ijHL9eVKphtPk9pllh5JIBwWOVKGCNbFIrUKpiPGJV6Q5LUQZjTcPqWmNNnW5yA1VUvMsrnEWWU/+XtAVlX2HZWHlh6mTvVNTw9iNT4yzBkWo4kw7mV5KGGdUoFa5CuzRiEtVbWImGtEe/5w9bTC4nq5fsU9cqiG7gEx55pQCjMWFO/OAjWyFcrNMAuVIQBAhlTQMhI2Awe80TQIEORNRWMxQR8rfGL+14hx0tvdJJ51rh0KJJwg5YHlD0iBwBDfKnx5HtqY86VmMOzWsUQOMzZIygMrYop7whjDubzlyoYZuGZxQwY5qE9OLcyWQmjsua96yBOY7ijHb5etb2WeA9g/eoXX09btxR3Vp6wxCBfmniNqWC84w/isVxsGzPvscZIGFfdKRQp1LHo9FWT8duQs8ScTtviBCybHhFfSwPU2OdoD8haywOjPTa7hjNgNMGw4o0CECpYShaJJAwoB1zt6ZU0xTtdlISlscI6QgFpPyPqF4DF1C+xvhIKoPPmZREgCQQ56bLIl9Ubkh+LgBAIxCvI/DkUsBaBDUTCIjB6z9ulj+/VigqG3MaSZ16xpTe6sTbEh1yTFApTB1Kdc065CkbqOw9J8zBkcv4Y5qCBOTz1IZWxDkBA+I3JyRO9H/0MswEpFKlxh6dAbDTetOqP4c7U0CMQVS3D4SsT8ZX6RTcWI5hjKO7cuQP/y8prKQ8831Tnmo7NwJHCkYyIhVC4JGFZdY8YwxLy+TA4hDmmClY7kyXmdNmGzwW5d+9eOOfEhybMBEID27t3L3bt2oWTTjoJF110Ee6///6NPg0AASgTKIry+BdhQFYq494IDynRN10fQFZhANFTJig1PildQFaA9DxtYX8MEKx5E1Xvn9qnp07vdrqMltN9NMhXea/boYD8Xd4jTtLMbuBsuRUKyFK/rX6JedYIDOP3OalhFe907gPU8m4CgeSHZQ+PufdYi3X5d77/VA6POZ2TD9gY1oXyedxfCn8wAbgdDpg3P8ey7du3D8973vNwyimn4Mwzz8SrXvUqfPnLXxZ1ejDl0KFDePvb346nPOUpOPnkk/HKV74SX//61yefz8DevlIhZYopfUCYEfNOvZqgG5AvWJ+D5b2Yk5bhWaiMKe9QRAPs+RJYVOLOMIIT6f4vgDet7XU5fU9z0XaSr3pPa9vhs3s+jijuleT7lvrlRXkmWjXyRTgyeGDN53anPwPieoY3A6u/5sMx1tI+6fhIGEMqLZX5eH6ZfCrcqdhWxpyjaZsyGfezn/1sPPTQQ+lz3333pXXXXHMNrrvuOtx444245557sHPnTrzkJS/BN77xjcnH8T7MBSlGxDekgIE1ULI5+2sBYGr86SUtywF2KP03Pay0RQsMswfmBwYaBcBkAAJKcFoP+ZoCkgDkeSjytUgoIO3HVL8G8cB7/fAb3ukk9QvhNxYgyEgXV8U4gaL6BHihTv4IsFRETAAoHUeRMCJeyUtO55UBUYBhw0JC7Frlc2yD4d133423vvWt+NznPoc777wTa2truOSSS/DNb34z1enBlCuuuAJ33HEHbr/9dnzmM5/Bo48+iksvvRTz+fTrH7wTRCyXZ1JEpOxIxI6B/1WEyoPhziKYwxyPnH9EIbWMLwNzbHpxJ5GeTfyQtchej7PHTeON5eDxZbpnC6lfKNWvsL8Sc7TTp1MeLPLFSZRn7zL9scgYX/YoSZj3mWgl8qXK5j5jTq9tZcw5mrYpIcjV1VWhepF573H99dfj3e9+N1796lcDAG655Rbs2LEDt912G9785jeb+zt06BAOHTqUlg8ePNg+gfiG7knEp3C4Z2U6D2yhruEe1ZyMFHZkpAxACglghhAqYOFIN5uB8jP4pLi1sMB6rbYvDoShHgstriMUQPucon4VibCMmOlE2DzFh1S/QhkECCYyxsCvHhaQL15uM+diOAAxvyvnfoUtcqgR3mEVMTQQ2w2FsWg9ECf59g4rTuWDdXijtXXHsv3xH/+xWL755ptx5pln4t5778UP/MAPdGHKI488gg996EP4yEc+kibfvfXWW7F7927cddddeOlLX9p9PvyXplAkYs4Xn18PACg/bI4wLdE8hhLncFjxMvleYA0mYk4MSwJlGNJKxg9b2bgTCiDCkQCqqRDcrByw9YYlLbwhEkblPb0ercT7DVO/2LNH6peluMc9xXPg9W18qSnvYT825uTBwmXqAyK2rMYUiFWEcCScxwoLO9K18l7YcEavSNbmzN9xC2PO0bRNUcC++tWvYteuXTj77LPxEz/xE/jbv/1bAMADDzyA/fv345JLLkl1t2/fjhe96EX47Gc/W93fvn37cNppp6XP7t272dpxWp4bOPNQkxfqRZ1QxuR+Vu49e3D0A8DDkOAPsAxD5uMzr4sBxpA8UkNqN9Sw3tDkol4pP87AzisccyjPcwNCAeG+2OpXuNfyr6V+pd+Re6QJ7Gz1S4Qhff5OUr4Ex1B+JL5g5wCOxGX9mUd5PytcXuyXlDDusc59DgvMST0BcpjAIzkX3nk0xvlN7cr6bLV8jEceeQQAcPrppwPow5R7770XR44cEXV27dqFPXv2VHHn0KFDOHjwoPiQeZQKWC0UCXCnTxL3tE69jKkcmIA5jpU5qm2rYOH4TAETuGMoYSoVQiti6b40cERbC3csvBH4N0K+CqeP4Y1OvOcO3xOifiGSK4UvOnVBhCMZXq15+ZnH9VbqQ1LAmBJGqRAJZzzhpFfYJ1Ww0cGfjyPM2UzbcAJ2wQUX4Dd/8zfx8Y9/HB/84Aexf/9+XHjhhfinf/on7N+/HwCwY8cOsc2OHTvSOsuuuuoqPPLII+nz4IMPxjXizYsQkpyh1StMhgkUCWMASHlgJNN6tg2Fg2ROhv7u8zKYJwYVhhT5YDJUAECAIQAFPmVIcFHTREvvsyBeJjFsk69aKICDYbhzdfWr2g1cqV88EZbn43D1KxEyr0DQt8GRVK95/LvmB6z5IYJW/qz5IYWhOBHjORlz1paIhBE489AjD0tSPpgmYTU7XvIxvPe48sor8f3f//3Ys2cPAHRhyv79+3HCCSfgyU9+crWOtqrTx3PAYiiy9Trh6yynj/4ulAcG/d0nR4Ucv7DPFu5IcmaSMP29kg6xEQ6eIF2G4ynPY0G84Q6vdvjoJ+bqF2Dmmy6ifgmnj3AHhvIFqXqldIW0jBgalB+e/sCJmGd4w0kYzxMb4j6k40fnXYYivxUwZ7Ntw0OQL3vZy9L3c889Fy94wQvwzGc+E7fccgue//znA0AYoZeZ974o47Z9+3Zs37590nn42IcojYfCLPVOckTC8oj3YdtYBqRyPggrhQg8kB7SVtfwIOEGdYeHIWlMMOoRSebcLIDULH73cxEOIOSmsGTYZvrUQ837ZzwknPzpZQ6Gej9joQD6XkyAC8P77PBOs3TfVr8E8LHvwkPkdRIQ8peozwqGUihmoCk+EBpLGi8qtCEKB+RXbegdOffxAkVPSbpo9j3FuetAmO+zTRO2kjf6tre9DX/5l3+Jz3zmM8W6qZgyVueqq67ClVdemZYPHjwolPfcH0wahSBnlf1mvPFpnscCd8jhi/jEpyWaJSWYDYETMYeG1OFHDr0hY7pCDEFy3IGXbWAAynAkkEOSkLgzbEDz0Vgj0hoqWBPKxslXLfSow5SAUnVEJAOCbMnvRJb71C/u9Fmqu8aemvMH5DxmbWnKPApHRpwQA0CDD0kh8SUNQ4E8NAXhDQ1NUQ6CKe14wZzNtk0fhuLkk0/Gueeei69+9at41ateBSB4pGeddVaqc+DAgcKD7TFSvAIY1esFwhUarB4RfzX+1QOyEskCkL7rnAzEbca6hod6TO1hORlwM0Y66LqGEgjjifBcMAIlDogbaV6hqwWGdL6cfOmQIy+rhQJSHQ2GCRS9SbasgVdDbRbaga1+CS+UAyMDQC7/c/KliZd19+fwec4/5JHOZwC2OYc1jyoIpu+MhM0cTFCEd01vdPBHMFRilIO3pws51uztb387Pvaxj+HTn/40nva0p6VyyjVtYcrOnTtx+PBhPPzww0IFO3DgAC688ELzeE2nT5FengvGpzbjGVFzH15sYZ10+ryndiunJeLjgfVgTnosCIM8hSFD/mloZvE5BMLYgw7Q89TWsKcgZcCGxFA0zgDjWAOgm3zVQo/rUb/CX6RtRBhZqV+JONG1cYWL45BSxTj5mqf9lw6gtgEu5p/62AZD+8wQk0kYkNvODB7eu4wt8GY+GBIJs3/PcJ5bH3OOhm1KDhi3Q4cO4a//+q9x1lln4eyzz8bOnTtx5513pvWHDx/G3XffXQXCXit6QsaP2VsJMpQYtmfr+MPEytOxLMWDyAJfBrpyMoJXVsrlAwMbERZQ4YBUtsGffC6VcAABoPBEa4AowbA7FMD+momwfD0yiCWli3udSv0C+65Dj6VnioJ8DfA4AkbKvMfakD8UfpwDOIIQPlzzrNzbPSNF7gfzlFMYMgG7DEfWzMe2Z3+ObW/Ue4+3ve1t+N3f/V188pOfxNlnny3W92DK+eefj23btok6Dz30EL70pS9Nxh0++peVCzbVeDK1hTU5NEnr1A9tDkdB8JfzT8tQnBWKZOREhCM3F3vyefVjzVTyVVfb5+GuFg5fW/3Sva09JL7Q70i/l5nyAEbGIJ91robR0DSUykDpDoQn9iekRcxBWAKBMVzpF7jDsIXng/EcMcKbWkeAcE+2LuYcTdtwBeyd73wnXvGKV+A7vuM7cODAAbz3ve/FwYMHcfnll8M5hyuuuAJXX301zjnnHJxzzjm4+uqr8aQnPQmve93rNvpUkg3846V8mogYgIGNZm15px7ZceAhBD5FDMD+Ru/CiIIyYOz0RoHSI4Wtfjk3PimuZTUVzQwJVDzRtM7Iw8jriHTS9XMwtNQvg4yli8VC6hfAgNArElZ4pplgcfKViRcdSwJSUL5CuGnmENtdALoQDpiFuR99PGvmiQ4IPWnnXA1Tnil8Hrh1ro4tfr9w1tV1x7K99a1vxW233Yb/+T//J0455ZSUs3XaaafhpJNO6sKU0047DW9605vwjne8A2eccQZOP/10vPOd78S5556bekVOto7Qr56DdmAYQao7X7fiGO7ENkDzQmrMmQGp7SN996kHNtuzUMFcVNydK0OR2sawpyhXRoO+9lhVbWfhRiBjDdWZQr4stT21f6cxZnH1C7DVL064Uv20HQpVbI1hj+X8zdN+5I83cwi9bOGwhiGp7gBJphlT0qCsEZOoZ2SR+iDKwvLcaDPp99vCmHM0bcMJ2Ne//nX85E/+JP7xH/8RT33qU/H85z8fn/vc5/D0pz8dAPCud70Ljz/+ON7ylrfg4YcfxgUXXIBPfOITOOWUU6YfLLkm+WnwcGPh6dSgrTywAXJibir34WtqVjRHm9U1l+dk0POqu4bzEanpO4Fjcb4AZiwvrFgZzc1oeIv1hSNrYBi+y/wLKmuRLw6ItD8r8b6ufjFCBka2ugdBLL3TIvdLELb8XQBghXzR8axBf+eIYSkfiNjggG2RPK2FXxbb2PyBwSTJEkCoSNhqDBm0wbCe+GoHT48du+mmmwAAF110kSi/+eab8cY3vhFAH6a8//3vx+rqKi677DI8/vjjePGLX4wPf/jDWFmZ7qz4mN3HbaCwzKT9xG2RUxzI6SMQy3W8wBzO/3geKi27FIaMdVj6Azxz9AhzeDPj1xX/FiFJXYFZC4escKNV1yJe6To6HD2971bosejMg2nqV7gNsme1pX6F70r9IkcPoXyNL6MkX2teEi/L+Zt5hAm2ExELL/oQ+CtJGMcaayicNfIAGAkL+WUtp2/rYs7RtA0nYLfffntzvXMOe/fuxd69ezf2wExm8l5OSTT4oBBQHtgqY2hjeWC1nAydl8FPgedkSDC0vVGtgo0BoZut2GCzQY5FDQyBtifKv7e8UV5v0ArZmPrFCRcjv7Vu4Fr9ApV3ql8ACrLVIl/mT+C9IGJH4BMJC2HMeDER45IChpBAm77DztGYeVLRbEsv3sq6Y9m8QWq19WDKiSeeiBtuuAE33HDDOk9IMn6PPLUQkehaAj6Q8YaM4wvhDzXspHzBF51/wqlknKFTc/Ryjco7ouPnsALqBES5YACSCgagij1JLVNqWOogJOquVEkWWfXFXMEZvq6FNVRm4Q3to6a2r0f9CkSpVL9oT1r94ukNgEHK2P5yT2tvYg93+ogjz2N7ISK2zQV80CTMwhrdKQjISfmJ9cc6owrYFsWco2nHzVyQUyyHJLPyBSexh6tbBHy6PL/s2YSlqYEiexpFDy3bG81eKWABIZ0LASEnYhYYrscsMATGPVEA6AkF8OMI9WtBMAznxlQqpX7l40kgtNQv7YHyUclrAMghpRiYlX5/nz1NImEEjANdTEfPxxVFwjzsKbfSNc88/MxeXytfWts8ZtFhGr9/QyMUKfeZV/De161EfAASc7Q5JMfPgcKPXHGfpxd3rl+5jvjXDEtiGgZZDmQNZ8JfiTXp+wj5aocemdreo37FvzX1K+w/Y04t5YG25eoXrU/1oHJOK+Qrb5txaOZi2gM8tmGGI8g9scewZlU5fHMVduQkrOn0LTGny7Y8AUuTcMMDbgZHjYWFJ2lEfIt3U05Y+gsZEuAhScrJCMeF8E4BmOpMOs+KN2rlZKTti/f4CqiHJMCAEBjJxbBXtroDW2DIt6l5olRnDAynhgJCuSyzwDB8l+qXLCvVL6gyWiYPNC2zY8jvVMcGllROvY8iCZu7fPVHPLANQJgEV4Jg4ZVqEubaSfhL22Abyf+qRetEHeaYcaeOttcj4q+4Tszhw1EwYkY5p2Hib6mC8XN2bhae40Z7MvEHHRfNzBqktYYzetly9Gj7Hryhq9DDTow6fBYhAyNOmKZ+1cYC045fSHy3yZceUy7epHjODkf8gBW4QLxcVsprWKN7ZK86pbrHNjXwXpVLW9i2NAHzU574aNRoB+RwZFbCcpIrDTcBRK+FebBdifhACYYsDEneqFbBOBCGY9VJUgJCyg/jh2bTgrT2AdhgCJReaPi+fk90kVAAJ1tWKIBq81BAvo7siWr1CzAUsXzkqgcKwPRAAQWGYL33qR1FEhaUkBAqgKNWgRTKoousJcpyEtbKx+AvDnPd0rqtNcjzVCP8ADLGFOQr/q0m4gPpuSk4YfJDwziElgqWqqaxwoYuEgYY7XxiZKkcM9DGGb1sOXpUpwdvisT7dOM8xtQv5JqJDBFhIvUrXNu4+gVIp7AIPbJj1MiX6fwJxT3gzQxZdQ/vPic7ANENQdjGwhp6T8J5zBL2VGyJOV22pQnYmPnI61tjVVM4gGjRiocYGDE0sZyITw+h8ELpeI7PkcVCBMV5xdwEI/meA2EI1Vfyvfg1qGWLkI2ZBsN0DoAA6o3yRKeEAgBMAsNwfswjha1+AQR4dfVr4GBZy71o5X+x8hnVZaAIhMR8ygfL4QFIEERWzvQ8bqNJ+M6jNk5Ya/ywpbWNwpCUC8ST8CnsqMOP2kSqgy97QgLlcK9WIj5ATozLeWBcJfPBteO4k9+3ZSiyl4SRkYI/xTSu1XBGLFccParTizda2SqGuoGtfo31tgYk5oR6bfULfBm1nNNO8sWXk7MXlLBtmGHuYs5o/LWpA5DOByOli5LydS/IkBNW+WGxxJxe2/oELGWeZrclES9HIa4wXg9PxJ+5TMvmQFQh4i5JRq4MqsjJVwBedTr61FRSLHmjA2ZYic2+BoSahFEYspZvsQgQArZK1vJCAWyQJ6pCARhRv+I9CfUkGJLxUIClfvF6HBxzWfzOkmotOtu6yxwUZ6wdyd78AdRaocg1BoI1YFzxLvZUqtjSG914MySnsZ6QSdFw1Hai+oUMPronJOdRHHeSo6ES8fnpAUhhSOqFHfYzA6Xh6J7XRfiU3rm06MYdwl5rdvYZwRoA6yNfnHTFI1idfSyHLxybES6mdLU6/MSjVNUv2ldYF/7yQVdb5Is7hGkwYKG4O9H+uMPHQ5FceZdlROzDVczcEnM2wrY2Aaslnk6wQYBfDhmGZYhQJDV+a7Tr7qTYtKUcAb8JhInRlXvayOT7alfwCWCYt1kADBMR8wIEpSKm1oF5oYxsafWLG/dAa+A4pn6VgCmXxfGKJGwOjKTChlDkzEWHABAj5YfbEtqq7K0UiEALC33xspHrljbNatMQARITat/J6HfW6zkhy/uVPSGpXoE5DgX+ZK6YcSfgWnb+9DWENIiVqhK/EUSsSwFD6QRqR4/WL4o3TfWLylmZ1dsakJgTzkk6fVbOKe2vpn7l7WxcAcrhb2h5RSmvNAUfd/iKtAdn5IM5hj9xaBN+nZYtMafPtjYBq5pUxIJkmhPxhRfh8vhMiYhBgaciYmDrm2JqIgxhv3xsHkrpHzAfBcKw7XhIYL1krAaIU8BQhCgNMDSPa4EhMKp+hXPKHiOBoQlWyKAnwgC0XnmhY+oX1aN98+VaXVJdi6HcIvFKdDyey4yFBxAk0pSUv6q80+ZArMseSRtnHW+PYgBWtPPTCUsKpd23e0J2nGzCG1KyeFei9Dwqlcs856YTuBgZaypgBtYAtupF63vxJpw0x5uG+qUcPgo3h3ORihWpX2E5Yw4t656P61W/qLxlIuWBqWDk8NXSHgaVD5bbkk/bthSwJeb02XFBwMqekP0kRM/RphUu3UMJRlm1V5J1rvGhpjAkgWLadh1AuF6rKmATwDAtVzxRWse9UbouAYbOBkOqm8oQvVAGhuF8pCJWG3oC0OCYJ7kVdQz1i7ZdxApgZMBGCfnwav41hNwvQb7iPpa9IJ8A8w7e2Xlg9NxyMsYVCHr56Z6QpH5pUjbaE5I9PzkPLJ4nC0Ny3CEVrLisFKqM+aQcFzYQfwqHD4YCxrCGlrXqFba1yVd36HGC+gWUShd3/DjmhPV2j2va33rUr7TMvtMvOmfvslQntkHu8HGsKcKOgMCfgZGwEe63tA7b8gQsQlpjfSZnPA9MTEfkgbnLN4MPP5H248ODag1FUZhJwrQ3SsHPoILNPMwphHhOmMj/Cl0GEtDUc8LsfZpnWAHERbxQWmf2PrJCAXTMETBs5WKEY8pQAPc0vSIqdlndC5XH9dVl7ZXynAwrIZtywQCZkB8Ur/xiH+Aw89I7JTBsqW/LfIwNNk/Ti1ntIueB8UR8UjTL+uHFx/O+CvKFMnwZtm0raykPLDYvCkMS7gC2CsbTIeiJLY7DL2UdL2KLdIXvJfGiOhpv0vde8tVQ26c4fADDGs/WgZEtZAcPyI4gsHnq17jiWqpgK86lc6fe/OHN6VObTvmoUYlvOp9LzOmyLU3AzC7hlUR8beSZCjUjEjE+/IR3hC/5WB4l+dJgOMUbpZm6eM8kMjMxP60UN0OucmyfFWt5oHz9Il4ogH7yxb33eI9aYNjKxbCS77Xx8OMgyuL3iheq1S+w+mTmdESGJ8pzf8CIGeUFUS+j4Ai4Ahjh49/4Ym2B4bJH0saZnqvVsiphQn751RLxaz0hw7HDVzF8hQPMn5DngRGmxP1pFSxFhCokzLkVDH4o1TCw7RY0i3QBNvGivxpvqHxMabfwRueTthw+3ts6nGPf0BO6xzWgSRnS/sK6xdUvy3QyPimqTRWMFC+miqVlH5T4VhbYEnP6bEsTsNIUe+k07hEg7kEnwiYVBbmYttPJjjUjsKwlxVpACEgSBpRELOWHiYN1nE+FcIXvNhhyIExlhhdKdcqhJjrBkBEty2O1cjF0KCBfZxl+HEu+T98b6pcGvrF8DGs/uYdkaBgEivQ9ETKPBIxC/YoMrBmCXHqjm2IeLj7POQxJDx538EjFsqiblYive0LmvSKFHnkaBA1/k0zgR24j+QEaxOoW9nBL+MOI2HqT8S2c4eU9eBPObR3kq8Ph072tucMHSMU97t1w8CLeFKRMDnmjcaelftXuPA+Bm8n4To17yRV36EFZKRSJROJm3jdHwl9iTp8dHwQsjfegLT15ANqJ+AA9AJ4tI3mrMjnWx7LOlhQT8UnBAPubHqtOIBz1RlEhZIa1eiG1PFAqnwyE8bq6wJDOid9ipX6F49k9HTNASk9U12sl33Oryv3rIF3V/SUg9EkFywn8zDulUIAf8UaXCbEbat7HsQUNT16EICHzwOhFa+WB6XCjpXw1z8lBjHwPIGMMd/yApnMmxwezyZWVb6SNpz60VHiLdIXvJd6EUy9VL/rer7TzE+U5p8pxU3Uthy8cO5eFI9cdvJbqHs86Hw++wJ2peCO2jSdLyfjwskfkDC6FxImzZ8U9L+T32BJz1mtbn4AlVGFFoCmJ+n5oSo5NypYPLzfdI4nCBjq8UBsYEUDTGw1hyHrEnveMtIapAMok2SkeqQbGXg+Uzm0qEAL9nuiY+hW21MA3PvZXPKJQxGhfOvm+CEXye6X2OaZ+9YQhQ1uxVTAwYEyKis8hgua8bNaLh61b2hQbv2FDBIKgZo0PyCpHtycHxKUXOfWEJKcvk7S6FWo7wyHCHUsFS7mkygHU+JPO3Ti25RzWxia0SBf/zvGGlrWzF9aPK+3sqEXoMa1R9cccPq248+T7cN3cwbNJWQ138j5sZ3CK7ijVdt7Dv6KCeepQ4oLzypw9UuLbaQ9LzOmxrU3A1C8Z8jN88AR1VSMRnwZkJcvhp9hQiXR5uyekRcjyaNT93mhNBXNuRZAwy4Q3usAwFIt4oLQ8GQiBSeRLdw3nYEiAQbemlnzP75MVfgz3oPRAx4ae2CizXsyWCpaSZD0LRYo21DivyssmrVvaYkbJ+B7dYUhqoxw/aAaOWWJK6iVZ+V4/LQ8nsDE7fhSsDLlg4yQsTF3EHTyeG1biDSn05nkZ2GSRLl6X4w3V0c5ertcmX10OH1hdsV12+Mg2K/meTIw3iOk2FoaEQ+rCRlhDKpjOO815YywfrAWFS8zpsumTKR6j5g1a7b2D9zOMzd+mvZgQg1f7gof3vqKojHuj/C8/nfDgh1RImmYjhfEqahP9TYMPxs/gh8kfvn3e51Dun87RzzEMR9J5zv2RBIQDjiQgTEmYHAhnE8mX5YlGQszBMBEvpn6l3zaSLT72F18nSFojDGCpX7WBEDX567VyPyo3zWdymbqvpx5SrT37kc80+4d/+Af81E/9FM444ww86UlPwvd93/fh3nvvzUfzHnv37sWuXbtw0kkn4aKLLsL9998v9nHo0CG8/e1vx1Oe8hScfPLJeOUrX4mvf/3rk8/liTGHVjL+4F3M1cvtIKkWPrYnL3GGfgX+W5btc/zMdM8+UT7y4it6Earnvo4Rqmdi9VPfVmNZ7bgZG7PS3sScCeSrhjn5t8i/4WYm3+vvUPVqtohzmM+LtU9kfLVwxsLS0paY02PHBQErJuVu6Z/Rcn4Qf8i8AEROuspjBtWFt3ldz+tQWtoSAgCKfSsSJgcZ1AOeVgCs+zMChhXiJXs4ctWL5V7MJKjln6UfCIteSgQUBhhqRcwKNfLfvif8yK0H4FphytZ+WMA2AfpclHlxjiKPxJdOATfv2p8p9vDDD+OFL3whtm3bhj/6oz/CX/3VX+Haa6/Ft3/7t6c611xzDa677jrceOONuOeee7Bz50685CUvwTe+8Y1U54orrsAdd9yB22+/HZ/5zGfw6KOP4tJLL8V8vjGzOmyWmY6emVwkiTrHmqyC5TYsppeBJFs1p4/WJRPkyygDjOctO3/h+hTJ4U4gwyCqu/6PQboqxKsHc6ycr/VgjnfxPQDm+IHhD7JTxH8r8XwSzihSBvThDrda+JG3pZbpd57cVuIqP3+OMzkCUbcl5vTZ1g5BIoCfHI8nCOyyUnryQIn4Oql+DuQBWVkifqqDDIyeDiPWlwMjptOg7/GvTobVORmUfZbHB2N5GWw7brUcjTGr9XycJv3HO2DlesXr56GZ0RCAAsKa+sXBkGOK+K2KUKNVJkldz+NoqV9jd7+VB1Y9TmowOTwwo3whFopsWU9C7MGDB0X59u3bsX379qL++973PuzevRs333xzKnvGM56R9+c9rr/+erz73e/Gq1/9agDALbfcgh07duC2227Dm9/8ZjzyyCP40Ic+hI985CO4+OKLAQC33nordu/ejbvuugsvfelLR+7KsWBBBePJ+Nbk3HMWTqaQpJ4PNAb00kuNhp8gJ49jka/gTw32ch4Y6whUmMSe1Cvbmn6IWrnaT2/uqQ5DcmpppUBwzAn1jfzScOLVNAegA3P4PjjmJLIhHb5wTho/JL60ku9pX/EqAJS4Y5Ely3qVL50HBhWGjC1YpkD4OFxFfH+JUGTjsEvM6bMtrYCVoUVruZ9u6weNv8jN+uSvdTwARRgSaHqjZn5VxRvtk/f7PdDBHxGK19wfGZH+50L6F1K+8kDHgLCVuNlSv9Lvx5LvwcshlYRchrQvvm/6vt6R73vql+P62ODGVTDaN/eum+Yqn2i7d+/Gaaedlj779u0zd/Oxj30Mz33uc/Ga17wGZ555Js477zx88IMfTOsfeOAB7N+/H5dcckkq2759O170ohfhs5/9LADg3nvvxZEjR0SdXbt2Yc+ePanOsWyWCmYZT1TWapcOQ9LvSqp72gfopS45T8CnjhevQTKqz56hhGk1rMAg5qh1fbjK1cCw4tjdqtd08iWcRfQ5fC3FHVAqtSJldGZ8uAkLd/JyP8mCqtuHP/J7TQUDsgrWEw5fYs64bXkFLFnq7hMXjRHyexLxAWqAUqmgB4oSZ/lgiGDrHfc6RW9HtgLRG41n1UqMRTymdia4N6oTZaeY5YEu4n0C/aoXX9YJ91X1K5ISCwy9z2CoPU0umYOVc4K2EeHHRXK+zH2wdpWV2NBuZi6fS1bBJNhbRvestg4AHnzwQZx66qmp3PJEAeBv//ZvcdNNN+HKK6/Er/zKr+Dzn/88fv7nfx7bt2/HG97wBuzfvx8AsGPHDrHdjh078LWvfQ0AsH//fpxwwgl48pOfXNSh7Y9dk1hBKphOxudYJAZ9Zt8T0Y69JD1TJ6zhb0DbIA+BE3pOxnPRmAMHgjIPpoKF2gXu0OhP4SrzrBsD5oUa1rglTSsUMLbPAaUCVlXa43E1btB9IIcvnd8Y+eLOIUqHLzxDtvqlHXWZ3lCSMq2694Yf831i3zuJmZWIL/bJVC9a5h1/QK9XF3pfw40MfYMl5vTY8UHAWBjG6gnp/QxwHtbUIWTUqOcIN2UOYCU+MLoHJNVv9YSkXkieNVwJhrVLKcORFBIASiIWK5nGgx21LKFe2T/vY0jn2SZeYYsaCKZ91LY3yFkgWBIMLfWLlmtzsMnkWOmBLhp+PBoWwpGQQIk4dEHjVDzsPEZaBwCnnnqqAMPqOQwDnvvc5+Lqq68GAJx33nm4//77cdNNN+ENb3hDqucU2Hvvi7LiXDrqHCvmfZzhonpfXWpnoecYMvmKL20aEyyNTei9GP6m5fQR/qyk583AHPoOzx/K0hwnYeqKmBNIxjGoNgVazTSJs0hXOGxJvICJuMPIWS/5qjl8dAYt9St8n558D/ThzkbhTQ4/OvAwZFiXnT0a/ibNuhDFi5nL7a9mS8zpsy0dggTQBhagO1wAcOlV78OnBtVMyodUVjQxkqdiJ4XKs2HSe0WaD+cnZf58hJ4wQZ/s77EG8j57wo3i+ma+AEGz51GFfIlcCuF1Kg8131mhhFllGxl+HFO/+HreG07UqYQhddiR16eXQ8/xW58pdtZZZ+F7vud7RNl3f/d34+///u8BADt37gSAwqs8cOBA8lB37tyJw4cP4+GHH67WObbNwBQfpz+rJOPr5GkWSEu/L4Ujrd80tV+2rsAchSH2tDoG7qT16Ylg2CHxJ6ydl1jR+dHbAzDwRqY4LIw7rsQd9nPVyZcDU9lLh4/UL/47Wt97k+9ruKNHv9fWUr9q6+rlch1PrdE4M9A1tc5t5DPFjmfM2foEjFlBtizy5V3KzcjSseyRRH81oZJKSnzc4/ew3iBf6aH2ebkFhoKgSCAM1yhBbDSvq5EnRrldYjiJHuLFezeyoSXCOcdcr5m8LloWxEqBYE350mCIeN85GI4lwupeZWQb1ftxUbPAyPJ0EyGD7BFJ1goHpJd65TPFXvjCF+LLX/6yKPvKV76Cpz/96QCAs88+Gzt37sSdd96Z1h8+fBh33303LrzwQgDA+eefj23btok6Dz30EL70pS+lOsesMUzxscHqISk8ZpmQMUsqu/X7qvapnT6x/xrmkFnES0jufSQs1OTpBxJDQq355E+BV3HfdLwa8arlerVyTE2HboR8kYvNnSDT4WP5plxdn5p8T2XVXOOJOV3F9hPq8qnY0jI7fu6UgKJdimMuMafLtnYI0vMQm8r5YmHJtAxVpmzuPVZpmoYkyeaX+kqUXvkowjk8gDSicApNOJorLochwx+2ADsvAx4pHMlzM2K1ZIO6nlauxoB6/kVT8ke6HZPCjbl+xfvk+0j7l+SrBYY696uWCFsPD0ggPBbCj+HX7qzLcsFaIDv35ZQmfN0U+8Vf/EVceOGFuPrqq3HZZZfh85//PD7wgQ/gAx/4AIAQBrjiiitw9dVX45xzzsE555yDq6++Gk960pPwute9DgBw2mmn4U1vehPe8Y534IwzzsDpp5+Od77znTj33HNTD6Vj3xzEg1gxGg8sTU/kWU+0GAbif70Kh3D88WBOSXweRjFHnbKHKifyAscwKlTQIckw/CbH2NHLN62Yg1a03gbuAFn1SmUSZ6jOoqkOmWCwECRsh29M/aol3wMSe6zBV2uj36e7tAD+8DywVhgy7B+gntd03rwnZM+xlpgzblubgEUbH4qiwbqUUSMjpUHnXPCcDD46Na2f6UOxUxGJsTBAkoNhurZKbgZSBXn+jUvVxIw/+ushXnl9rmMBoNgP34dB0FICbAMM03qlftH3lidqASHS+o0LP/J6i8rNOhk/vGH7J4Fvyf5TPernPe95uOOOO3DVVVfhPe95D84++2xcf/31eP3rX5/qvOtd78Ljjz+Ot7zlLXj44YdxwQUX4BOf+AROOeWUVOf9738/VldXcdlll+Hxxx/Hi1/8Ynz4wx/GykoPvD9xRuqWfnDNZHz2fHG8ADIR63H6ZJkXUxLxOux0QG2FMIc7fuHdGh0/D4E7cnPKKyvxpyBjE6wMXjFHsEW8Yvm6nL4K7nDyRWQj/GWOHnP4ABTqVzwjgTkAe29ErNKqe66jSBYWI1p5n+15Z8v6AKA7l2WSpnPBekKQtXVT7HjGHOdH+68fe3bw4EGcdtppeN7/76ex7aQVwHk4N8C5OZzz8W9Yluvy39XZgBmAbc5h+2yGVeew6hy2uRlWZw7bncOqm+EE57DNOWybxb/OYdUB22ZUP6xbRa6z4oCZdwG8POAGAN5F5TyWkTtL38HG6PG5floGkKcXCa9yp17pbsQ3OWqeZ9x+qupF9Tj58gDWUr6Tx9wTQcp/1yJIzhHmRPQ+/J1HMCRvjHJx1uJ+j8TQ85oPgY8jPnu/2hPl4YPW2F8cMDX40a/FAU6PC0XLVGeGkPQ6i8nZaRkulzmHw48dwXX/4X/hkUceSYmt9Jx8+KOX4UlPOgGWPfbYYbzxtf+f2G5ppdG9fOE1r06YE4w6/AScSZ19nAeNEbbiBsycT3gzSziSMWd7xJPtboZtM4cVSMzh2MKXCYNamANMw51Qn5WBYw/QciV6Ov4EM0hX2EEso2ULj/qxR+NXTRkT5IvwhWFG+uv5cthuzbN1Fcyh+oOPOBPrHYmOvoU79LfIH5zwyp4lHAmWcCXiDMcbC2tWncQZB0T8AQ4/tob3veljS8xZh215BUyoX8oz1WHJ4OHloSgoLMC7iZMnSkpY2C7G+pN45URIwHuEnkw+KFDO5x5SLoVC+zxSpMPaHilQhgb679WCnqcuG/E8xf5SudqPImhUzj1ITb7o90l/PfdQS/UrnmnhiQLrCz+m5cY6KrM80J4BWce6jU8xnr9irVvaNKMBV6tdmZVxrKmZ7n29wrEHyPjjXcIcIgsF5iBjTgotaotYZilhtBcgPbJM98n4I20W69UxhptFukJ5OohYtwj2jIUcqY4mXzzEqEOPHnm5pn5pzOF/reT7GvnqsfovUdZbRIG3el73ntcSc8ZtyxOwmoVu4uxB87OgiHWYlZORJGQXvrtUVoYEZi5BHwO6zA9bJAxwLH0tgyHDn4KIsVVjVybrd3qe6yJetC++H0sdgw2EnHzVwDBtCyzUDbwGhNZds6YCGeuNxEef7gGxWj3K0uNhSAoPtH5774HaKW49/fsJNqEEASH8SD+DDENyYkEkjP+2OkxjOX1wrMNQJGY899TBFZgTktZzXqnp+MXrCOeqnD8GWMW1ePnsAqSO1V+rxYjz6UDGLW0Qr7Q8onrlenWnr4U5c4E3KtdUOXz8tylIF9RfK91hBDta6lcrxMfH8+JOoOXY5XywcGOKNBq1L2qnLdRZYk6fbWkCJno9sqR7TbY0GbMseR3pZZlRh/I3+IMmcjMiMZtFXBui8tXySLtJWARD7ZFqIBwDwXCL1D0Y8TwXBb9ct/Q+9XlMI19tMAQy0RKES5EyIPf24b0ftQmwewJRg3IzpuRzcJvDY60ClvPJOurSAHSpYLoOzwObe07MYzusOH2BdCnnj2HOHB6zqILBecx8v+OX+bzCnXgF4f9cUrRAg5CZpjYseWwH8aL1Y6oX7a/i9FlpDnaeaam2c4cPqKtfukekRznyPZ/rdar6tVEqkqXSrzfnFFhiTq9NViU//elP4xWveAV27doF5xx+7/d+T6x/QmYlZ0/zokNRkMn8Hhafj8W8a3gKTYI9sD4/cOkh5b1yGHHh49ro4SkAvg2t112t84e6a7c+5TbxE8fpAqujz8Mb58GPzW+38D43kHxZYCgIl6F+8d93ANsv+51buuh61C+rDm3b2xOoJuNz013FtZE3WvssbaJZmNKqrthHdSymRApkl5iEPTXMQcgvovwjT89kJ+a0n3dkbADDDEGIxj/eWdvauDN2LrzMHlOQX2Oul84fGdMtzOH3lavtSPd8feoXd/paQ0+sJ/drM0gc4Uy4T+3tl5jTZ5MJ2De/+U187/d+L2688UZz/VGflVwNRSHXGWSsAzxDMmUwa442/eAFwOSEgD3UwgNDNwkjEKqBYQFoi4CgBr8ZA2997JkfBT8LAK26qX7810u+xvIwauoX/X5T8zBye6i8MFX5oD6turrcArMaSdNjgo2ZPq/WeS6tbcX8s7GBizHBvDEGWHzg+UuVHIE5exGL9kjEi54TQLy81/gzsh7HD5Bqkak6QRGmEoNan7AfD4t09RKvMcfPcvoKjAK/TyXmUOceobrTbwXb4WupX/luSgyoTbxd4Iax7dRn1sKYzVb0l5jTZ5MJ2Mte9jK8973vTbOOc9Ozku/Zswe33HILHnvsMdx2220AkGYlv/baa3HxxRfjvPPOw6233or77rsPd911l3nMQ4cO4eDBg+Izbppo2cSLAHHOHjAyngwOMNJFH0AAo/fUG0aCIfdIe0lYt1dqeKZVEKwA4FSvsw5+JQDWwpPNEECNfDEwpN9D/PXqL//NUh3aNv7urExbS/3SgGiBykYDjTUAa+92rc9Wsn379qVxf8ieKNW9cPhG6hAJq7WLmtMn2i/7eKhnBCOOnzg1jTml88exoHDyAANPxj5yH75xPDp3S/mvO36l08frFM6egTkab3RCPnfkqvjDfysvn9ua08dN97QW69h36mnJP7W6PTb3XlwzT9PgA0BzFaxmxxPmbKZt6Ej4mzUr+b59+8Ss6bt3745rMqpIj3OcfIW52iIgFg03N5LUaCBf5FwR8+KhRgmGzCPtJmHxtCVAVcBwnQA41es0wU+fL78uumcKCC3ypa0HDC31S/dOynewJGH0XSff87p0LrWymlleZysMWVfKavvPwFgzP/LZKnbPPffgAx/4AJ7znOeI8qOtuk+Z3ixsUHf+MqHKL2VAOn1UTm2awpBcebdUMO74ARB4E06LYU5cX8MGuowpinvx0ftA3n9JvCCcy6rjx85bkk4v6lhKe7OTj6if1yXHu6F+0fHE7xh/K2A8ZYCsdBqztQY5tYbJEeqbQfg22lk8XjBns21DCVhrVnJat8is5FdddRUeeeSR9HnwwQfFekG+FNhpLzWM0mNftmbn5CWFdXF7z8IByA/kGj2QvgRD7pFOU8IkIPImvAgYlmGBceJleZ3pNo+oXq18Lzq6Jl+1pPsWGMrQDP12ebnmiebf3GgHbLnHG+V1W55obzhArDcgi+eSjJlQbY3PVrBHH30Ur3/96/HBD35QYMfRV90l1qSBWY0wJDfCqFY+T8vp02FI3u6rKhhz/Cy8oXXScfLiMksiVpKxKR/9Km45lFPwxyJp5OzV0hxK8kXPplTG6HfjaQ3c4QMk7nDMAabN+6jVrynkCx11aiHOlrVUsOo2xwHmHA3blLkgN3pW8u3bt6eZ03tnUA/71OchL7eViK/zwCJcsJe5Akf2gK/Bx0H68jhWc18jWqiSsJq61CJj6wO/Evgsr3OK6kXbgO7fBPI1qDq816PlcWr1S4CmOIZPv6v4zSGtpX7VQgG6TG+vbayOGZ6o7KtmfIpj67MV7K1vfSte/vKXF9OGHH3VPViPClbki3WYHKKAjpXbXA1zLBWsJwcVyJgTvqNUzNHGEU7M9B2w6pjOIzAdf5TjZ+V70X3sxRvvIfBGq+2Ww9dSv0y13XD6tPXgBdWrpUCMJfG3OoNoh3WqHQ+YczRsQwnYEzEreTEURSqfifKe3pG1PLBazpHO0UjgFx/oNIgo8oM5hYTV1LAWGWt9CkLWQbxaSfZa9k/nbtzmGvnK99kGw1SfESSdhyFVLg448m8rD0OfB9l6vVFOxFokri/p3y4bS8bf6t7o7bffjj//8z/Hvn37inVHW3X36QFR1ignxV0n4ocyX6oe8CIPjLftMczhKlh86uOza+NNDXNquEOXKvEnXaz6lHVratcY/uRbnM9JK2S83liaQyvPtFxPvwsKhw9gOEO/EyurDT1B7WCK+qWdNUvN6lO0KukPlfJ8PhlrxsKoWx1zjpZtKAF7QmclF+TLJmVpmZUN3qXEeW5pSAn+QNIDrcOQYF4QbQvYHukEEmaqYTxEYJCxpgJWAb8u4APqqpexDd+uRb44ubLAUOd91fIw6Digcv2bKE90HEAk2FnfLUCseaQtb7QnXKDDkHOjrGYp4bjyOZbtwQcfxC/8wi/g1ltvxYknnlit90So7j4+BDylQYQhDRs49hTrqF3GfbE6XM3lmENKu8acOXt+WjmooRxpfZuI+RJDMII5gLmN1YGohT+m6oVcX9St4E0P+eL1hNruM65wktWrfumUh9ZzN4htg4nes9UtUdTpUcEGoxx0nUS2JuLEVsaco2mTB2J99NFH8Td/8zdp+YEHHsAXv/hFnH766fiO7/iOozsreUKOGeBonHA+/ZADxI+tQLpYH4wa3QwOcOS5hPmwwgMXRgN2CA17FsvoYXcI0zYMLn9f83HSXQ/MnBjbPoBIOjsPPn2IZ3XTmToPyXXaL5pczSZIY+qVlRfS2o7XWS/5MsEQJcni6pcOEQClJ0rrrDwMMh6W5Ot6Qot8Hb2KaRTqAXI0dD5qNU35Mfg8QGIxdZE3Bk9sgJr3qI69MyLgPeF277334sCBAzj//PNT2Xw+x6c//WnceOON+PKXvwwgqFxnnXVWqlNT3bkKduDAgYWcvjDQM1H7VkUH9iCL54//7pZRe1shzCDcibuhZedCXY454eGLZS4+Ay4M0CoHY0W6hgJzvMvPdzwn51FgyLqxh+1iEv4Y22wU+bLUdq52cYdPq19AHXOmqF+0T6rLl9N6I4ozM9pYDXfg26Pizyq/7YBwo5odf7Yw5hxNm0zAvvCFL+AHf/AH0/KVV14JALj88svx4Q9/+AmdlVzMC1k0nky2aE5IPk9kfnGrqRsQhsAikjQgj4o/A4UYXSJjYc+MiMWHO8w16VOjJjzmYKdJGJDrhCvI5yVpZV+LLp7XdRIva1tebyPIV+4e3gY8rn6lY7PjQB1/TP2yQgFAnXy1wJATMQ6G8HkOUg6GVYKG8HLlU4VQWcuo3dbWHcv24he/GPfdd58o++mf/ml813d9F37pl34J3/md35lU9/POOw9AVt3f9773AZCq+2WXXQYgq+7XXHPNxDPSSlt4Kr2jUe8BflcTsXHZ4SMMAcp5aAePNOI9kB22hDFqeQaPueeOZAAWy/Grk7BwppqEATCJWLoTJiGrWy/+iLo6Py1utxEdfFp4Y4Ue+TLHoSmYM0X9AmqDP9efd1rHsYfjDp3HTDl0NKWZNdtGWm/gT822MuYcTZtMwC666KLU4CxzzmHv3r3Yu3dvtc6JJ56IG264ATfccMPUw1tHRPGTMm/Tewe4TLb0NEWDdxich6Z+BIj09Pd4pN6F41kqGDxNSRQI18yFRt0iYeH/EhTDVdtkrOt2pds0Anys/hTVK5xTCYb8fC0wJLPAkMpbeRi96ldrChAdejTztcS5bjwYzox11hxuc6Bot5ZZPTP5umPZTjnlFOzZs0eUnXzyyTjjjDNS+VFV3QFQiLGmgoWpz1RZdPj4xNyWksktqPDRsfNhSiJS4LUKZjl+a4jkKx59iO/RhDlEwhLoSMcPqGNOB+8vTd+TqfhTUb3ozAXZ2gDyZTl8m6l+aYwpw4dKrWo5fQx7OO7wSbVrKhhSXZiEi8h8y4ndyphzNG1LzwXJLcEJ99hac0LSEx2X5z5kcswBzHgj9T55pHM4rDAPdAXSI00AB0MFc7HMI4UFNAkDUPVMAelsVoFx7D5VPNb1EC9ej/c8CsuZfNWIVdqH8g41GIY6vgC8Wo9IoO2J1qw2GbcMSY6DIRDbxggYcg90TAWjawbky7sFaa3E1+MhIfZoqu5TxgCjybktlUjMBRnbFaU9zB2Sch5UdRfIl2fKl1LBLMdvFssI52ZwichrEgaUjh+wMZgj7skG4g+FHIGMLUA/+aoZJ18WrrTULzpe2hc7zpj6xc+Vn0so507aBKfP25PAc7UrEaKIQZyk8fMiFawWmpT1j2/M2Sjb0gSMkl9Nj7NBtoRCBie8UqAOiDwM6RKpyh4pLWswXHMeq7FspjxSTsLCqRmg6AKaiElxK8A4+R5uEPECppEvspY3GtZLMMz78mId1ZXEbLonyk3nfWkwbAFh3gcjXwoMax5pqF9RyBQAUuZj8xwAcc/1uq1mn/rUp8Ty0VfdAa6CZbGgEYZMzqFsBzwcCeRnYAgPPtuHJFxjKhgdS6vvM7jwnCoSRmesKb1FxID1YY7cT/zC9+fG8Wc95AtGXcsp5KHHwuFrYE4+bljiGNRSv6bijTXMiUv3xMYdcvJyrldJtsjGVLDRUGpj3dKCbWkCVphKdA0WWLtcjtUreWA1n5gekJpHGh7yEgxnMcxpgWGLhCGeOQ8R5HO3yViPyQRYCXxi/SaQr1RfeaMtMBS9HuP2UzzRKXkY1lyQY2A4Nt6Tgxf1xzzSdO4j4YKxEFY+P59+H2vd0iaYd9K5q1XTTmFKMQh4VMsD02RsTooWIAkX2ipYygMjMucjiATWhZWG+h6+pxOP/y+ON+b9sTCoU/UK52OnOLTIV9pHA29aoUed7lDDnJ7hbsiscFwLb8awRvxOYOTLIGFk3PHbKBVsiTl9tvUJmEG6MrHSZMuDAwr3FngeWCsxVveG5B7pAHSBIYUix0gYUANFAKwRTx7wUSOoBj5RtrHka5E8DLIpeRgebfUrb9P24mQyfgMMa2qYYyFkRcTC26/0SMeIVjUZv3YdPt8ba93SphsRrLoKFtsoC0PqPDBKe+BqZysMqQlXTQUjsiXUd4U7nIQhFZU9rjURC98M5WWkHZUJ+NMdv0XJF9mUvC9OsGhb3dlnqvqV9yOdPF62brwBRHTHImFAVt9rifdkNRVsGKFRS8zps61PwMjiUBRa7gcgPNaQw8Fyw1i9HkAMXqztkQZVwwgJeIi8jJQcWyFhAKpqGFmNjHVb7VlegHgBCoAMQAzlkny1bKPyMGrqVzGGlxEKEGPvMDD0xRuD7kf2GR2dCdVhRCzlDVLb8zIpP3mhQOGJWkNSFPF3ZcuE2I2zNPXQqAzkIp9WDl8lDCk6XxhO3yQVzJXqO+WDzRjuwIdzmjmYahidblhON8CKR/Yl5Fccv7iLVNYiXkDb0QNK8tUa3sYyHXrUOMexq0f9onPQz1pt+Jsq3vCbAYk3ZA6DrOPy+XDM4SkQMDDHUsEo9xTOjXb+WWJOn21tAiZcJi9UrVTF22Qr54WFRdE7CaXqQMbDkBz8LFXMc7JFahhsMOQkzMGpU2WgSNfFzmmi/pX3YRAvfrxWfQsMgXFA7A0FIO2v5m325WHQOdXUL4t8lfXyxO2afNXmFdXlzg/0BZ791pyEtfIxypCkF15pa0yeZT7G5lhNBZMPpMsYtEAYEqhjTk0FI+WMq++ZTdVxp5YGYRKxdBMwLSapdjBF9Qr3oh9rqI6FPbquDj3myyuJWK/6lZYFTtk4A3BCVnf2aniTz1c5gRFfCHPySo8i97RCwqhhU9iRsGiZA7Z+29oErGYEdDoRPz382ovwIEDkuTkANaS6R7qS9tMBhiC1IueDVcEQMNWwfAU2GZtsBSBuHvlCqtcmXxYYricPA2KbumfGz0+DYTiGs4FwzP2P4afwdUib1EiYBYa1XLDklTbMe3n/9bqlTTAfRr7nYcaiCoxk/PQirIcha51/auMuDZHwmaQMQMr7moI7KiQJtLFmEeevx/FrqV6AVLZ7yBdSnTbeWA4f1HpRxo7NnSBruBtultouVLAW+eqRGyuYI9IglPo+ZlOcviXm9NmWJ2AEaCnpVQFdsAhC6rvOA+M9IckjzcNRAHNX3rDBt0MC+TvVDUSOJ8faYIis6bHnJV13hYypm1NareoCIUd+iBb5AqujyZd92iUY8uNaeWH2scNSbdqhVujR9EQrQDiahC9+t1nyTKeSsKLruPZKKxZeFDWysETDRYxIlgdKFYwTCZaM39MbMoUkG04fOXlwznT8QocgmfdFuMPb1ZjzN+b4hWta0BqK+1TypfNLUx293CBfeXupeBVErKF+6XPTw9201K9cxxXkyyJeLcxJbQxg78KMORYJGwtFTnb6lpjTZVuegAnTeWAA6EnnA7KKPLAUigyNco6KR8oa35TE2ASGYENQ8LyMBgkDMiDWiBhgkyc+gnX1do2EDlqqVyiTxIvKwnImTt6XgCj2oQCRmwZDOlav+qV7IdVCjTXj5KtKvEY80hy+8REEs2c6RsKKKYdYKJInyDavActwwEZZIuKtZyf+xkUyfiMMmfJNGcHuScaHL1UwEryKWTiIlDWcvznbn1bgw6UxMjaGMR7N9WOzaADKqTKwpkW+wLbTnYG0tRLGe9WvscGeU92GwzdGvnoS8XlxJtESc8Q1TyBh5PSFJPsGkcQSc3rs+CBgNUAkNayVB8aSZDmr5+HFXo/UUsEIDCkkQHkZdOwWCQPyQ9JDxOSlr8/L0EDIz6UFiGHZJl9g2623FxIvQ1rHjx+WxnohdYGhAkKLeNUmXwZiLgarzkFRkzBtKT8DSMTLygdr9SxahgM2wRjJ8mipYCwZvxWGpF7Xsf2JQVqnqmDOFaHINPSNd6JnpMYdAKYaRlYjY9xcJWGshUk9qpcuHyNfXGnnR+4JPfoCszZG/dLLo+RrxNnTuOPcIHGpgjlFXliFhGkHkCvvS8xZv219Apa8sECg9Ij4vXlgFK7keWC1MOSk7uERDHVIgCfH1kgYEBq6A72gM0BxIgagScam3s58XzaWfGlArHqjKMGQn8d61C/zeFPJF4GiAL+6q0/1LCKmSVheUfdIrYFbWwmxa95jpXLta0s0nGaxDYzOv0oETaRBhBdpeFYpBG2PVE5OHx9vqZaMr1Wwma+HIrPTV8EdwFbDyCpkTF76tDY1hXxxnKF7NUa+wLaxyFdxPlBEzNvryXoGe6bj61wv0yzy1XT2aJ0vCVkDc6i8hjsUBdK9IpPy3rAl5vTZ1idgzHrywPh4YN7PIhEKhI1ACwgPSzEchRqLqUcFIzAsQgKe5WXUSBhgqmGABEVNxuJm0+6d9lYrYEjXrtdxQAQyAEItazAbA0SrFxJtt0jul6V+yX2Ok68MchwU64iUcoAMIrYoCUvtBGxU/YotwwEbbJRLw387VFSw5PRFJR6DwCY+BiHHGWsIHEp+9mirYMiHNHGnpsAjHRuFGkZWI2PANMzpcfRaTh7QT74In6wUiLyfMt+rtV47kSXZ4+c/Qf1i5KtIwjdwJ5SHZSuXvoU5AJq4o9X3hEOxfNkLcv12XBAwQbTM8cCoAcvxwCxlLOWBsZCANSir9EwryfcCDEPjpe86L8MiYbRvDoYIu2ShSQlgYX3nuDzFfSyBMJTHsg5ApEtNddUybTe1FxIdt6Z+ASh6IfHvluepQ4/yZtheaAC03J6CtW923nVocxwUEyDGgUyAAXN4DN5jdTaMkjD63gK1EA6xwbI3F25pwYrk5yIU6ct1vJNQ3IdOxrcwB5CYI8KQCnOECuZdEYoMj4MkYVyBnyPCpOEAAhh1AkPdaaCzEQp7ukesrIY16Vio48161C+93FK/ppAvTbxKZ4/KUZjl/MksnIbzB2C1gTlNp2+JOV22tQmYcKNYq7Kq8iRYUF2XtuPDUQAoQgIpJIkyMZZGMjdVMAWGnpEsnpdhkTAATTAESpJiEbIpZhGvcA+meaO8TIcQWt4oP48e9YvOpTXwat6nVL/IqnkYaf+SfBXEa5Tt5rYZDpuJGI0QB+cLNWxtmI2TsLzTqi290Q00PwOFEYPfpu99niMyPSVaBask4+vUhwFsnDCMYA4jW+kvC0XyfLCMKaR0xI5HNQcQaDqBwGK4MwVrLCeP6pqOn5fb5fU2saqeI2yHUO/bSnkAJPkb1HJYXyFfQvUacfh4uXoHllAxSyQM6FDgQYP6AjMfekLOIgY1nT4sMafHtjYBA/MmAeQwYy0PLKzndfU+WiGBVmIs2RD3rMEw7I+FBJyVlxHOJn/HKBjyx02DIlAfQyidrwFEU4lXPE1Zn5XR9hq0Uj3DG7XOk6tftC2dl+WJpu8j6lfYf8MTLciXCg2MDI4IAHkg1rhp4lJB+RJqmCJhQWmokDAghKAaJGw5KvXGmyBh/DcDf9lF0sOXG8n4AAqcoTAkPcc89SGch8KXeDwdilyJTaZMc4i9rhsOIFAnYmS9hKa8j2wfC2BNi3zl/WbyhaJ8uvpVOnWhwOrwQ3VqDl/YcZt8tRy+Ant8DjeKTRgR834W4cTGnN40iCXmrN+2PAEDwDxMAjkq43lgzIsYGY4CQNEziYchaY9mMr5XPZBcxUuN24qej4qEAegCQzJrgtQeYNRVRPjO8FI3EhB7QwF8W17W64nmbTMw8DyMsK9O8sWJl0iOLe9/nopmhWKNASAd1fc5d6hCwgYPrIHaHrCNrgVSpa3ZHB5rFXViPlG1+FY37x1CmkPbj+cqmBy4ldrOYmHIkJPFMSe0D44vQZezQ5HVISgaDiDQxh7tCE6xRbCGO3lFmZfbakewJ9VhfFDWTI7pmFbKAz9H7vDV1PY6+Wo4fAbmJKyJJ+tIFnDeVuAXJGFLzFm/bWkCxl9443lg/cNR1Hom8TCk5ZFSyECoYD6HAEZDAgoIAfSBIZlByHqaupVMOZV46fIxQJwiQ4+pX3nfdU+0tszBsJd8idywkTwwIlm8hnczRcTQRcLCTjyOxFAAB8T2mDyNfIwlGE40F5WtGbwbJqpgLj4zM/ZSjC9e5JezFYYcPEQy/hwsNFRRwQiLNO70kjAAfdhTSf0oVLJKW9tMrMnHlsRKm6Vuja3nmJOW03nma9AOX6hbqu3pWOtw+Mj4Gp5wXyrwi5OwIw3vfok5fbalCRgAg0gB4XFphCFTvexd+EiZxnomUfJ83SOVKtiKi4QsHpq4Fe8iXgfCUHkMDOlKxghZy0ovkK+T5IWdwqZ4ozX1C0YZ90T5+dB3Mem2oX6Fcj3+jkG+YhJrImiKeLXGAQOi3E9kLLbFPCYPJ2oEckMExj5AnDd+6mU+xsZbk4TFFtmjgnHM0VMTASX+UOoD4U5NBUuOX8Q6jjtEwlKTB5oOIACWMlFij/Uenrk+wpWPROs2DmtynRJHxkKPLYXMwhxr2iGheimHL5zExjt8+fqy48fxRjt+6R0YMSdhUGgVqUNQaDehba4gk/+aLTGnz8aTV7aAleOk1CTb3IipzKdGH+sT4HhXPEj0PawnpSUsz0FNFnkb5Ac6/WUPNVeDBu8TEA7wDHQyyMgy8rh82lZ/Bt//gdoWbP/ienwGPp3vtVHeKLdablgZ1hxPvufL6ZoUGNbIl8cs5Gv5DI7er8D7WJ7IvItls2aZJ8XNr6T9cuCl+rR/71eSOjt4lwgktYPW2DqUj1H7TLG9e/fCOSc+O3fuTOu999i7dy927dqFk046CRdddBHuv/9+sY9Dhw7h7W9/O57ylKfg5JNPxitf+Up8/etfn3QeZP/yL/+Cz3/+8/j93/99fOxjHxOfTTEeEgJASfm6QxAPHXnP1yvCrjCHrHhpC6cjryPM0TNF0HIK1fvSqeHH0NgzqOPKMokNGnfyOW4M1oCdxxSs0Ur7WJ5py/K942UaZ3jdsNBy+KaQLy/alMYHhhGqjOONH2ZpnwFz5PFCbpidB1vDnZodr5iz0XizxRWwGVO2AtHaqDAkyCuCDAmgyyOVKljyOmnZ9+VlwEMkyALZIwXAVDJkpOJ3Z2K3cCtB3tq95YmK8hFAnOKNauvpBp6+K6BNwEHfvSvAsEa+JPHKhF6EAVRIIK2LqkfIu6DhJugOxtYm1LBKeCAGlSyvtOmNspebtW6qPfvZz8Zdd92VlldWVtL3a665Btdddx0+/OEP41nPehbe+9734iUveQm+/OUv45RTTgEAXHHFFfhf/+t/4fbbb8cZZ5yBd7zjHbj00ktx7733in2N2R//8R/jDW94A/7xH/+xWOecw3zemi54MUvtJP1Onq1zIoyT8YapYGlICoZJrAe2hTlFD2wAIvXBw1DBIiFwqfkl3EFsXxp3fNpGq+4Se5xj7U21H9pPj/XgzVSs4dunbSrOXq/6pXFobOgJOt+a+iXnlW1gDlDFnXydGuPpNyLinPGGxqezFfjpIclvNczZDLw5LhQw7X1KiT+vF/Kt8EhzfWr4whtNnkvpkZIKpj3SXI95f4B8wLmn6vND68U2pUdKH/IEC++Unfekj9oH3z/EsW0Plc55EW90aijAs98j788X39PvYPyG9Jsn4oVe8kUeKNvWr0QFzfiQcjbMmOKq9jVkLxZMLZvildZsLSpktQ8AHDx4UHwOHTpU3d/q6ip27tyZPk996lPjb+xx/fXX493vfjde/epXY8+ePbjlllvw2GOP4bbbbgMAPPLII/jQhz6Ea6+9FhdffDHOO+883HrrrbjvvvsEwPbY2972NrzmNa/BQw89hGEYxGczyBdZDgnxduLE7wQApgrGVIywr4xRhDlzrgapFxnPO+LqN1fBOLYA5bMEUZeRBY49DGM09tRwh59TzweQ28v9SoUd6CNfA6vHrz0tN4hVy+hYPZhTU7+sXFNL+UrPeMQLjhVJzWKKlvXJWKNVs5V8LKWGCTVtWGHYs8QcYHPw5vggYGAvUlpmoaWwfv1hSP537nnCpYfIA+DgxwCP/kqpuk7CaF8c9ATYMZDi4GURsp6P3g8/BideVE+s9/Q70Hnb5Mt6GUwxTcSsRFhZVy4DMhSgQ48mEBbkS5EuCiH6MjRQEDQWxsyhA7XfdFwFiCMkrHXP5pUPbbd7926cdtpp6bNv377q/r761a9i165dOPvss/ETP/ET+Nu//VsAwAMPPID9+/fjkksuSXW3b9+OF73oRfjsZz8LALj33ntx5MgRUWfXrl3Ys2dPqtNrBw4cwJVXXokdO3ZM2m5dxvHEImFUTeTtsLGcNOYwvKHfE5DPZF6WTh99B1vW2JKetQ7cCdtnEgbY2FPDnfViDtS+NTHjWDNGvqxrtkKPPepXqZzZmKMHXtXnBkjCXTh8Ma2hTHPIpCmFEbnDl8KPK0V5j+Mn88xG0iD8DHM/w9oww7xQ3+R9Pd4wZzPwZkuHIGkYCe8HGYakZFcfkmQBNv8agNrQE71hSJ2Mv8LHB4McJBEuJ8C6cApFKBIe1R5KYb9I51Uk5Mez5TaDwwLcJuzX8Ao5AFleKD8Lq/eSRb74vhcJBfQmwqa6WuUjtQJQ5Cm2iVQmwUi/gGuT5OZ7EstjyMnBg0a9d8g95sQUNoAdHhhWcqKsgwgNtHpE9YQDHnzwQZx66qmpfPv27Wb9Cy64AL/5m7+JZz3rWfh//+//4b3vfS8uvPBC3H///di/fz8AFAC1Y8cOfO1rXwMA7N+/HyeccAKe/OQnF3Vo+1778R//cXzqU5/CM5/5zEnbrdsYTljr0moXfhfRI5Jn7AsVrN0BSPfATkO+xOeEMIdjS5qiyAcQEr0ia7gTTtQeALrAnnwPNhJzevCmh3zx/Yke1ApvRs/PZ2xrYQ6dT1K84rEt9cty+CzM4Y5ZuG7VExLGcx/XJ6xhw9/4uCaizDjmNEOS31qYsxl4s6UJmDACvvTghQZG6+SYYHm9T4M12GCoB0jM5KscpVp0D/c0VYcLJIL1TqrlZVgkDKiMhs8a/1A8BwsiIe1P740rTpBAxo/WQ77yPqeHAnJ9eT5WIiydj61clmAokubJwxReaKk+hQtxEgSt3pBuYOQr/Pg5p8sDonecD2cbEdBhbgMiZqL+mDdaU8io/NRTTxVgWLOXvexl6fu5556LF7zgBXjmM5+JW265Bc9//vPD5arcQ+99Uaatp462G2+8Ea95zWvwZ3/2Zzj33HOxbds2sf7nf/7nJ+2vy+LvLXO94u/DekUmvNG5YN6F7eABqJHxY9vgY4IBuR1rp49yvyTmsL9AwhV6HRP+1HAn5XcpB5BIHydaLScQqIxLWHnWa5gzhjelIp/xpOXsyTPvV7/onGrJ93Re4i+yw6dDjyLhXmCOrYqH8y2dPirjGXiENQl7WC/I0vHLIFPFHE3CjHsj7nVjHbD1MGcz8GaLEzAXvcoZkhifAC4mu8JKxo8N2bME/qimtcCQSJdQxJRHSsn4WgWjMXqmgGHPaPiAJGOARcimm3ZeWkAYyvrI13pCAdymzsGWjpHOSYJhmRcxQr7S3xxSqppfCUmvQCJjAQl9AWhaDYNQy4YqINYUOLoHG5kQy+3kk0/Gueeei69+9at41ateBSB4nGeddVaqc+DAgeSh7ty5E4cPH8bDDz8sPNIDBw7gwgsvnHTs2267DR//+Mdx0kkn4VOf+pQAU+fcphCw1BbUy4iTsIQ36bfxpgrmUU/GB3J7XdHfPUQyvsacsrNPfGYdhBNYwx0AdnI+kB1ARsREUn40OreaWS/n9Th6tGyRLyuHVONNyzyy+tWTfJ/2j+zwhR1l3CgcPoE5lZSEpJpxEiYdPnEp2vGLqEdETDt+Nubk9vitjjmbgTfHTw4Ya9yhIDZulB5DLecLooHnnA7+4s75Qxwg2EMfv9Na3Q081cO45yVyK3xOkvXpWHF/yHlaYNut5yNzv3LeBSlQHAx5aI+fM9g1Avk6833L1zo1FMDL9Nhf+Xv+m8OQWf3iYKjzvsDLE0CqLt5e5laACJn+sH35IW6XvF6VYzGw/LEChEeS8xv3rZ4MPX7fW3bo0CH89V//Nc466yycffbZ2LlzJ+688860/vDhw7j77rsT0J1//vnYtm2bqPPQQw/hS1/60mQC9qu/+qt4z3veg0ceeQR/93d/hwceeCB9KEdkM0xgjZdtBoAk6ADDnZlYzqEghlEIaonpQKjvOumbEyVOQArHhqskFcVnDHdqnYE4GWp9wI4jt+PXtXHkKx2vgjc1DLaejxrmCAewpn4BDF/K9pOe70HmXfHnPWHPsIKUkC+wifLFCKNY/qjY10iOa4GFRi5qxY5HzNkMvNnSClhuOEnUiiuUCuaoDKDwIo+D5zAkAZmcG9Kap42MPNA8MnXoHg5Pk23bKljyQkc8UgCFGgb0j4bPrXdk6rRerfZinQRCdmoFGKYyAUryRQCME1J5bmUirEwyzmCYytJxyjwMmYMhk+gFgEWSZY5SXTMfvEdqDCmnw3mgOpo6DzHOwzexLlxXmli34Y0e4W84a90Ee+c734lXvOIV+I7v+A4cOHAA733ve3Hw4EFcfvnlcM7hiiuuwNVXX41zzjkH55xzDq6++mo86UlPwute9zoAwGmnnYY3velNeMc73oEzzjgDp59+Ot75znfi3HPPxcUXXzzpXA4fPozXvva1mM2Oph+ZFU+67XwAVjFAK3zCoqyCReVoZDq02tREoR0zzPEAXMYcroLx9Af4MB8kWVbE4jIgcGeGSMIY7vAhJuhZ0wOuLpILVuSAsUVNvNK50vmlem3y1YM3lpHDR2pXC3NSWfzeUr/Kjj7MuRpY72sTdwAi7vZzH8sIa+BBk1RZeBNefQPcbMCUXNTW4NPHI+ZsBt5saQImLSbjAzkXLBIbSsZPZelFGF5kPCQwFQwzqcrASOEAamYUbqQxehLQ+TylERkHzJkLJG4AZGggVAxXPTYaPt0dVwIdWcsjsUgXUCdeYZt+8mWFHovzS3UyGOZ1clkn39Nf3fOxyMMgoqW9REW+/BAHN+TES4cFlFnJsAHQGBGLtFWMfg8KSYYgFF8Xtg+AHVpnnYD15GP02te//nX85E/+JP7xH/8RT33qU/H85z8fn/vc5/D0pz8dAPCud70Ljz/+ON7ylrfg4YcfxgUXXIBPfOITaTweAHj/+9+P1dVVXHbZZXj88cfx4he/GB/+8IcnjQEGAJdffjk++tGP4ld+5VcmXsXiRoQJGBIJ0zNxJIfQO4VFds5Xak+NMcGgvzcwh+eCkeMHZByyHD8X8cxy/nheGACTiIXycaeuZlOcvTG8CXU4Dth4U5wDWzemflmYM6B0+Lj6VXf43ATyZTh9moSl9pgdP9IwExGLeEPuqHezUCRyUaXjJ0gY65Bk2fGIOZuBN5MJ2Kc//Wn8+q//Ou6991489NBDuOOOO1IcFgDe+MY34pZbbhHbXHDBBfjc5z6Xlg8dOoR3vvOd+O3f/u10M37jN34DT3va0yaeDQ3EykCPrKKCJZDzvj41kQGGgA2GvGdkLTE2qV+AyMvI++HAWJKwUC97pbWBEK2BV6mkR/a1quh4vUW8eHkP+eLbmJ6pUr8ssxJhdU+kdIxUR4EhAPrNeQ6GyMtI0v2KAMBWL0jyUnPP3MSaMxmLZCuBWlRN4KnNEbFigAdSvCQgAitogiELiVjrptjtt9/eXO+cw969e7F3795qnRNPPBE33HADbrjhhknH1jafz3HNNdfg4x//OJ7znOcUSbHXXXfduvZvG887DS3LSsrXTp9WwULLlsn4cD7VpwGcgex0EM7w7xpzxlSwlvquSViP80etp+b8aQcTlXrxsKqeJF7s0KPKF9Wx8Iafh6W28/MZU7/0mGz03VK/CodPYY5XuOI9pR0o3In7rDpdhD/M8XPeIGIjc5mS4wfvgRlsElax4xFzNgNvJhOwb37zm/je7/1e/PRP/zR+7Md+zKzzwz/8w7j55pvT8gknnCDWb9RI2KXVVDAPMSRFKo+ehHcpJBCWGRgivLipazhgD0ehw5DklRIpSipYfGaaoUhIEgaUXikgiVgge7JhTxmVmsx6OLTH0ku8ABsMLQ+zFXrU6lctEZYflw89kY/P1C9AgGHOdVhJQChUsBr58pRDAeiUynxa4azCa9dBJ99rEkagCL/STcICWNoWxrOzwbrVlfxYt/vuuw/nnXceAOBLX/qSWDe1R2WvybQHhTf0m/IOQPCmCgZI5T0l4yNgAI0J1hWGZMsAPStSBSvSGzpJGLCY89fj+E1x+MYwpwdvwLarqe1623JdqX4JJ499wrHqDp/Mr6LcrhHyxXAnXK/dzkOnn9QogYQ7dbxpdggaZgUJy7+ycZ+OQ8zZDLyZTMBe9rKXiW6hlm3fvl3M1cSNRqX9yEc+kuKvt956K3bv3o277roLL33pS7vPRY4DBgmKBG6xyzcPCwDZI9UhxwIMY8NNYAjAGo7CCglA9UCqjsNjgCFYPTmsBQoiBqDo+WgRsl6zgEnvSoMgkEFrI8Gweo7M+wzH8KM9kWqhAPJEC0KWwDCTs5J4Wb0g+XcPHgQKHmVEu6hQxNdtuJfeAbO5IGGh3lx6nYVX2gBDOAyVHLWhAaLHuv3pn/7pE3BUrbo3Uh/gkzrGMaeqvCMSdGRnsBaG1D2wNebkunaqAzfdI1uSMHpm+52/qY7fRqjsoW4bb6xej70OH1fcufo1pOXs8PWkO/DQoxiwWZMvb4QklcOnn/0w5Vm8E56mHYIY+kbgDUuBAHx85fWQsG8tzNkMvNmU7NVPfepTOPPMM/GsZz0LP/uzP4sDBw6kdYuMSnvo0KFi2gJtRWMowkPUmI3yBH4zsUxlWuod1F/dM1JL0/S8N5PMqZw/6Lwe7TfWT2CRrj9/aNtFP3p/1j7pHNL1erbO++K80/XTvVsnGKbfwutQpE+/SVX9ssgW/e6keEHmfNXIlx5hWvRCYutSiMGvpO1kngfziIcV43ihhyQdJ9Sbie1qpkfnL0brP8btH/7hH/BTP/VTOOOMM/CkJz0J3/d934d77703rT+ak/Hy351+07wMqVTEFyhAxAritxqbjUNPhzbaA1thjg6/1TAn7yvXo21qmFPDBTr+lI+1D2v/4T6uj3xZ96PXWrlf+hq0wydwYCTdYZx8UQ9Jud+MM0xRo7rUu9rCm3Qsho28DX8LYs7Rsg2/Ey972cvwW7/1W/jkJz+Ja6+9Fvfccw9+6Id+KM3ztMiotPv27RNTFuzevTusUCpEExABUcYl3NwrBbIMHACdAAI9DxafJiRvI9UhTbC4jZEw3aOHtuGgWCNPi3wABSiQx0zX1ABCfa49YNjK+5L30g4FhPVlT6Sx3K8EWhwwE7FioQHVPVwTK/rwZQ2WAkSHOigWJEy8+C1ArJgin8XnGLaHH34YL3zhC7Ft2zb80R/9Ef7qr/4K1157Lb7927891aHJeG+88Ubcc8892LlzJ17ykpfgG9/4RqpzxRVX4I477sDtt9+Oz3zmM3j00Udx6aWXrmPOSP4SjcZ+q2CU1yPvtXhxelmf/x4pDCnIBScsGXM4+ZKdVBS2NBw/QJKwGubk449jBscOfk619S3ilc7XwJweZ09fH9T6HvUr72Oa+pWJDl/O6Q7ZMaRxByX5snEnEy350U4heyfWnD6LhBXTIuU2ezxjztG0De8F+drXvjZ937NnD5773Ofi6U9/Ov7gD/4Ar371q6vbtUalveqqq3DllVem5YMHD0oSBh56DA+w3QsJ4aXqqNeYGpKCAJWHCMDLSPrnw0CEg+kwJLwTibHl8BU6FBnL46FTOBK0HIEmjeiY90WhybBf+x62mPaYF6gJkfasgTbx0uUWGJogPaJ+5X3kl88AuyeSuJ6G+pU/RmhgIEIl1Y+wT65wQJY5DyAOxhqTYcOV+dBuB6rjk/wPRy+imAfmeAhhLkID3MmwTKi+xrpj2d73vvdh9+7dIqf0Gc94RvquJ+MFgFtuuQU7duzAbbfdhje/+c0bmvZALyTHnjlKyqdQpB4Fv8AcP6DMPw2/P+Wf9oQhgYw55fc8nVB3+BEx8T5hkI05hDeUpA9QXblvDnk1jNHb6Lq9KQ58vSZffHuh+KHP4Qt1Zf7pVPWLDzthpTuQw28PT8FFhRHcEVgTzkyGy4E8AGuJN0UeKsqcMADIs3HYtpUx52japmuBZ511Fp7+9Kfjq1/9KgA5Ki03PnKttu3bt6dpC/j0BfyHLJQvqAbOpX4eDkheaVZAZAgyP0giJACpcInBElMdL5eVwlVTfng9XtcK76X6DHz4P3G+lU++VvtfCjF6iHPh5wPABMJ8rzbOE7XAkKtf6Xdg6pf2Rk31i4ceuUfaIF/euzShbSJq6sNzPrIqVu5He55VJUxNWTLWJdwcHJZ/jmH72Mc+huc+97l4zWtegzPPPBPnnXcePvjBD6b1mzUZbzPtwavfTb8UaypY3BYAUyn0PvPyWBiyB3NCWR1z8r5zPb4MtImOVsQsNWtMabe23yilPZWp6ymuHxujfumBnk0Hzwg90lATQnFX5Cthg8KdRN6Sck+KGW2bB3PtwZuecGR6t9ZsC2PO0bRNvxP/9E//hAcffDBNE7CRI2EDGuzIKoCYvAUm7QrSJl+WGiCtMKQMC3DCU+YmhYd7GgkDr6tAREjvyEDVImStf/lcy/2AHYcfH8bx6bhg5aJMkS8REkG/1dQv7Y2GYytvVJMxNt5XAkKRsM9ftlnqTy9URbZQWee9Q+3lzUMEk0lYyxtlx7U+x7L97d/+LW666Sacc845+PjHP46f+7mfw8///M/jN3/zNwGgORkvrdvItIe608cULYYtNcwJxl7M5nI4Hg9DAtLx2wzM0cuW41fDGADy+ev8mPtRxKvH4auRr3Q/ldquHT7LpqhfYZ+G+uXzu0akOySV3UrGl+SrIF4VzBF4M8yKdtqDN5yE8ZAjz11rKVlbGXOOpk0OQT766KP4m7/5m7T8wAMP4Itf/CJOP/10nH766di7dy9+7Md+DGeddRb+7u/+Dr/yK7+CpzzlKfh3/+7fAdjYkbAF8fJBxOehSMDD+zxYIo2746Oe6uBTo+N6eR6fh72k2aF4GNLqDQmEsXiACJBZv03l3AaUPSOLUABkGZBDBAByzyXkdVau2RSzyJBQrHhdg3jpcp3XRt+LnLANUr/ySRuEi4MhV7A4sRJknJMhSa7SMehwyDI9Dw3kHnEo2moOEeQedTlchdxmY5NNPetATasFapkg2OuOXRuGAc997nNx9dVXAwDOO+883H///bjpppvwhje8IdXb6Ml4W2kP6XdUs06IUGT6oQAKOYcnmGNODDnCQ4+MXwtDEs6AfV8Ec+j665iTl2lib8IbgTXsFlCPSW3OaGO1sJ/GLKmo1bGlVm5hDtWxHL4e9YvqTVG/PGapE41OdxCKu+H0cfKVnDCAYZB0vsKYXwJ6+vAmDntDeMPHJtQDRENFikrbuphzNG0yAfvCF76AH/zBH0zLBFKXX345brrpJtx33334zd/8TfzzP/8zzjrrLPzgD/4gPvrRj27KSNgAQoN09CoiEAT7PgOQJ8dN+VwJ+DxoYFaiOnqCbgJDgLp0ewGGBE7z0GoZbAaw5TkY5JESyPEu4uYArAnEQ/1UFi8FkEQMKMnYekxP0VECVqwnPPFyXQ/5aoUByFIZA0NxTHF8pnIa6leS5lkYQORqCCWVfefkqwKCuoyDIr2ER0ERM5mjMawUQ1TQOGEtUCPFzl63US1lc+yss87C93zP94iy7/7u78bv/M7vAEAa7majJ+Pdvn07tm/fXq5gv339xYaESzmHJo8LVh0MmrApHSd8aoOyEuZQfukUzCHHDojPS4WEhWO6goQBEme0wyeP3/YELUfRIl68vDfHlNZtlMOX9qG+j6lfWV1SnX3gwBV37Qia5EtjDne+0gDihBt+pK22nb5EwmgfLucwtpy+rYw5R9MmE7CLLrqoeClz+/jHPz66j40aCVuMCkzYFckSb2TJBzNUMHCv1DHvpAGGNCirHpVazs9Y90gpOdYCREnCiLxkwlWoYbGcTJMxbi1FoPWb1kgXME68+PIU8lWcgyJcgAwBF94o0PZGPfut00fmYEgvNH8P1zYChNxSuxukw9BBwgAHMeiqJmH0gm+CYR0sj/VwwAtf+EJ8+ctfFmVf+cpX0jQkfDJeGiSRJuN93/veB0CmPVx22WUActrDNddcM/2ksgRp/IYcfwhXAK6ClZgTfwfHlHc6FHP8aFBWgEgC0kDQkZFPxxymAg4mCSsxCNgc9V3jTIt4AesnX2OYU56fHNy5p+ejVtstzBGhR8/xhmEOI19NvBGK+2w6CdNOXyRhgE/NPo+heXxiztG0rT0XZGyM9PjbjSwDIoVwChUMLja20OCDl9oHhkQA6Du87ZGyE5tEwoASFIHsnXIiRl4qN67LtEgWN8s/0YDaIl58fS2ZtwaEZC1P1Mr9SvtJ59JWv0jRKtQvRrDGgDDUK8GQAMYJAh+9x4kkDJDyf0DJ3FOJCFqV/IUzwVYNB/ziL/4iLrzwQlx99dW47LLL8PnPfx4f+MAH8IEPfABAePkfzQnAC6evUHdcWwWL5RpznJvn/cb2pqcmGgzlnTAnYIcrMGfW+H0T/kS8IeI0lgLBcUYTMcDGj15rKe49IUe+bJEvvt+pmCOPWeaajuEN4NKwMUVnn4riPka+LDKTBxIHw41+ElY4ffG9lf2JiFvHKeYcTdvaBAyIIMe6fBcmAZGrYNwj5fDFVbACDBEeNgJDEQZIRCx7pPHAbSBEnYRxUKRjSwBkREg9EBYhm2It0kXnretaIAjE62F1a+RrLAyQllXu11T1i3udQv1iYYAWEIZrlcRHAxJfljMzMIehh4Q5Kf9TOEuEBowQaD4RJ86zWHcM2/Oe9zzccccduOqqq/Ce97wHZ599Nq6//nq8/vWvT3WO5gTgAD3NLacPqKpgY8PgUD2GQQQdfDaO3OsR4MPgEOak8CKBn+H0UW4Wz0GtkbB4Rek8gDoRI+uZnsVyChdNc6DlmsNH9QoyNgFzaH+LqF/k8I1hDlfcwzmX5Ev2mGU3K5F6hTmdJIyn66zL6dvCmHM0bUsTMNEjibxMh3EVLL30lEcKVw8JiDpegKFOxuceKVkAMlsFSzlgoySM1YEBgOxJFCHKdd3jOulK16Xq1TxQWjeFfFkmQo+wez52eaOW+uXzcga5Sn6X5YXaPgBCPmIFEEdIGLyU/ymEzkMDLVDb6uGASy+9FJdeeml1/dGcAFxYcuiceLQB+r15HZZkz5X4iCdjyfiIDiNv51b+KXyenqhXedc5qBYJEzlgTA0DSkePnpZexR2o40q61RXVi9aNOXypnlguMadmOt1hEbwR+NLEnEzEiueaP8vW6VLZGOZUSBgiLZd4k+c27XX6tjrmHC3b0gQMPjYyIKtf3hW4U6hgJLHCFx5paIXl/JBjYJhCj/FA2iNFFyDWSRhdL6AS9GEDYG9vpHwr6+DTnQNmgCAt17qKEwgCMIGwFnrMx/Tpb1dPJPJGB9sT5T2QmmEATb5a7xri8GMkDFSnDYqkiojQQPO3bSTErksj/RY0pn6mXq5Cee9MfVCYMyUZn3phaxUs40nGnI1Q3u3QYzg/7ehtluq+kWp72FaSL75vC3MKh4/hzVyr6Q31a2yomzHM0Xhj5bO7GVsPG3PCykb+Imy8kaH1ui0xp8+2NgEDAq9JL6gcGsgmG1eSWJPq4IQqllWwSJqSyYdLgyEHPu2REgnT/gIfJb9GwgCICXK1GgbI0GMrD2ysNxJZ7fHoJV7hsuoeKJW1yNdY6HE96pfZ85F5m3K8mkoYACX5qnXuSYDISRji61F5pfllboSzQKdYhgbGZf2l17lhJlQtltMnfj+GH6J+exgcKxk/EbWEC7nNc8fPSsjfGOXddvh6VPfWKPxASbjofNL6St2xfC9a10u+RtMdIs4cGYYCbwIxUoOdVtSvXFeXKcV9QfLFywl3LBIWfm5980moGMcb59PKhi0xZ8y2NAErGqBuYAx3qHFlHYgIDnkjPoGnnYwfwwSNISkKD5Ql5ANlWID3aKqRsAR2BBSFGpZBxvJGAVQJ1ZiNgiNbb6leVKcFgsDi5Iv+rjFvVAwqaHqjbN2IJxqux5VAMwEM+TpHKRzIqm29p1K+uUIVC3tCkQ/WUsCW4YCjZmLoG/6dOX2tYXAs5Z2XaccPDG8EIcOUTkDBBP5U0h9qifjhSJKMpX323DdFBqYQL2CTyVfaR8Yda47ZPCvFDDX1q2eom4wtNvniWFOL8joX6nESBpAm0ErXgSRhmrhFvMkKrm1LzOmzrU3AfG5kieWbZqtglARLeRlgZcJzgZP7Z2A4OB8ADRBgaHmktVAkCbUBHFAnYQhAo9UwQBIxwPZGF7rHGhjVPlsAyLev5XvRd57z1Uu+jvBQALI3igR8K/lvmsy2nvvFPVE+5lfLE+0FQ4ABIiBC51O7i4ukfFJUmjaDlceW1y1tsmkVTK/2NB6hF6Hn5PShNiQFrZP5p6REkONHKhjvBJSJmMSc2i8s8cbo+VghYUCphpFNVdu5bXSqAy/TuDOFfK2JkGPEHUi8KZy9yqCr5PDJ7WBjjjaGN8UzzyVNEF4o589l3OklYfA5/5TaLim4bQVsiTk9tqUJGJkgYag1LkCoYKmrrvJIkctkYmwGw+S1QqpgHAyBrIplLbdOwoiw1UgYgKToajWMEzGgJGPxisfvYwM0LbUrXJ4vylshx/C9DoJAOdiqRb54WGCRRFhL/eKeaEqCTfdG9fqZCIaA8koZGGoSFjbqSMpP7Qhoza+29EY3zlpev1mfiBgjUWNDUgA+Kw8VFQxA6gTEHT+e/kD5X62EfKCPhMWLB1CqYWRjw+BoW2+qQ++UROshX3yMwTWGN2vDTKYymKkOdYdvFHO0w2fhTeENyx+jhjtp/yMkLDkPgGi79L5cKmDrt61NwAafmL420SsSQfkSKpj3zIP14B6pTIxFfqBonTE+T00Fs0KR4hLQR8K6pgWBTcaA6R6ppZ5NIV5U3go50vUvRL7i/hdNhLXUr3BdOgQgPb2FwBBIgNgiYemYjFy1QBGIIJp6zdmWQiOVdUtb0JI0gPy7sRdZTpOvD0lBvcos5d27ugoGyNQHPiD01E5A1HICrtgkrJWDaoUbp6Y/1JLv9bqjTr4g80yP6NAj4U4Nb0TKQ3b4MubMbMyh7xFv0n0x8EY7gM6x9QbuVHPCFAkLQoXddsdU9yXm9NmWJmA+MhUfWQlXwUTPpPQiA5LEHyX//KLLUxhlr9Tl+iokkLxWODMkAABm/pcCxARUiqxxEgZIYBT5F+xJOBrzQfbMBVmCoh1ypDoEgmmdAkKwdTwsELzS3OuRJtTeKPXLDD2OkC8TDKnOCAkbG6jVzCvyyNdXM0YwzXVLm2S8IwUQnb2RMGQocMzpm+f14gUOTFbBXB4Q2uoEVEuE152AsnPXJmFgl2SlPgCL4U4r3UETLyqznD7a1nL6puaZUtI9zzPVzh6lOtTwxnuGMUkB46kOFczh92Yo8aZGgrjylerO3EQSBhDRshTcHDWq2BJzumxLEzBttVAk71kGC/iYRxoIkkyMTWAI5Bd1VNKcH8zEWBqjh6tgWcstvdJZAlQUJIwDIwAz/4JAMhw+gqBxj2qPTMtTXXR0au190vdavhdtZw20KjxRL/O+ROhxiGA4Wf3KnihPvNfkK98TdvG0bN678LcFhqMkLO3LpaaUXnUpHF63cN0Vb3SZj7HxxpUx0O9mkGYHTB2YdUwFAy2z3FI+LAV/y3IH0cKaYiBWhi9WDmrYj3wQFhn6ZizdYVHFfdFOPjkE2Xb2dE9IgTfDCrjDR5gDjGNOIl8G8Wr1vNbYUyVh8ZichKFnUOGGLTGnz7Y0AaOG6VjjMusR6DmP7JW2k/GLxNhE1uoqGOWCcTDsC0FKUGyTsAA4tYEQORHLp5CP3RMSqA2g2Eu8Qvn0kCOt50BI+y5AEYx8Wb0eReI9AVrupaTVL+6JhvO3PbjNAsMmCUteqQxrFb3rarb0RjfcZGJ9VriINOvx3AAWOlYqGFfiCWNE/mnMGetRwWqDs1pOX5I6Gg5fT+pDLe0hXnXX/ax17gFK4sXrtxT3cG/aTl9PJx+edC/yviKpKp09lQ5hJN63OvuY5Cvdi/hX3Ax1M2cQyfeJf9dIGCAchnAc3ZsXqd2ItluzJeZ02ZYmYMJUKNIi6LpRgcmwiVyp+SHDdjoZXw5J4TAHTU+UJP2w4WhCfvZSMUrCgHxd1kCIGzEitbilVhkHg3WQLyvkCJSj3ANs7B0KCxihgLExeDJJMwDS8kQpDNDhiW4UGKY2S2GBkbAWJwHNUanB8kqMdUtbv9XCkGl9VQXLmJPULe9zusSICjZ4pGnRLBWMMMcakLWVf9pDwsIhNi7toSfdYSMV9ynka20gNUvmfVEvawtvisT7pJpFPGqFHjX5ivnOTazR5Qx7MBsnYVYoMrwj4w4Kh6+OHUvM6bOtTcCG2MCocTGrdbfNKlggTwGgepLx80udx8+TB+SChwQGhnpMsFYoUvZYsklYfH7MgRA1EYu3p7BFQpDVXklqfQsAqd4U8iVDjZJ82aGAoG71hB5zuKDiiQKj5CuBW/Pm8XsXbQwMR3MzGBHjCkzNlt7oxplQIxoqGFMt2ypYbWDWPhUMLjojEUu4CiYcQB9P3sg/BWTqA9U3w5EAcwIlEQNQkLGW1R6bFvGKdzGt68GeKZ18tLNXU9r1YKpm6NFQ27tDj+JG+Sre1HzrgC9xgYiYgTt5P+NpO0KwGIONJeZ02dYmYNFS4+IqWGWO3awgBCBKIYDokRbdw+HSWy/UtUepLnLBmAoGoB6C9CUoTiFhQJ2IkXGg7QlBWh7s2OjUWvWia6vlXYiySqjR7I0UyVczFMBCj7VeSD2e6BTyNSYyJkBkYAhAhM/XN6Zd3cK9qEwLUilf2nSbrIIR4aqqYMzx61DBQs9Hmf5QU94hjl1iTensSXxppT20clDt+1K29c1Od+ghX+NKu3b2SrzRavvk0GOFfMnUB3n/nBqCQuMOJ2G1iFFqn8WP5ZLz0LIl5vTZliZgoYHCdrU8NaLM6gOOhRcX72ZbqGCt+SGB/NAkwA0AqXtECo+STlipYESO+KjVNRIGQHm0dSKGcHWi7uT7qx7AGvEKy3UApO/rJV+UBJvIlwoFWKHHDJorBRiOhR6BBvnqAEIyAYi0HVhIUnukzbab9gpyILIaW7GlN7qxlv2v9algoFBzfXqiHhWM1HeugtkKPATmjM3MUZKwgAmt/NNw6MUARxM2Tbx4HR1yBKalO0wlX4XSrpy9Am8WCD02yZfCmxrW8HUF7mgSRvtTochExohsURtf5p1uuG1tAhYbqBviw8hUsOpP7B0L5SgVDPSSlcvwpIKR91lRwWIuWI8KphNkM1GrkzDycLUaFvZtAKEiUGODsVZ7JfHvnHCkMglydB2bQr7ACJIKBTR7IRV1uDe6woDT7vUI1MmXt24KmSsBkbxSi4Qlj9Qy0XZlecuW+RibYIyEyWKlgqXfjCc0t1Uw3gu7RwUrclCBQMRU+oPuFcl1CJ4PxnEm1O9Le9AEapEQ5NFId1iYfHGlXeV9+WEm8aa31yN3+DrIVxNrlBW4o0kY/bB6O1BvXHIwgEkOH5aY02tbmoC1zEwwzOI8eGy7DDkyMCR1Kz1A7fF5yBvlKpg1LAUHJ56fEeqNkzAgE7oaEeNXGo7Q75nWvNF4prEse560rAGQ1td6OubtbPLFc754HkZPKKDd65GGq8hhgFbSPQfDgnhpohYvLE3CDVWf1C5GwuimFWPamaFI1XbHzKPhjXZsv7SmjfWIlPWo/ZQqGMCmJ4p1mioYqe8V3OGhyLFekXo8Qu3smflfBhED2jmolmkxZ7PTHXrIV8oxFQRKKu2Fs5fWEdEqc8Z06JFjzlS8ac0/y7HHD74gYYDh+HFGzttyBW+aYcgl5nTZ1iZg5BHMXKGCYcVyT3NooCatopKM3zs+j1bBBPgBwiOlsEBKwBdkrSRhaXuUahidzXqA0LKaw3U0yJfI+TLJVzsUwPMw5FAVlPQgwwC95KsXCHm5BkT6cUS7tfAqKa5zY2WnNUalbg6muLS2Rf+sLM4qGPV4DOKSnb9HKlj4PkEFAzJmNXJQa6FITcJoPMIaCSN8aeWfAiWh6r+d48QLaIcc6fvY8DZj5EunOZRKOwtHcjXLTM4n4hUxZ5jZmDNGvgy8saK9lE8KZNzRJEw4fvkHEE7fWB5Y05aY02Vbm4A1rBnbBnmj9FbU0moEQ0MZk0NSUO+QugqWFCsl+ZPpEatbJIzAsaaGKSfVJGNjZifg8/Ul8QKdK+rSP9WZQr5E2LFGvuJ4XyIUYHQBl7lgdhigm3wpILRAsLyx4U8LEJsdSZSiop2Hli2nBdk4q5JtpYLxuT35OITBKDdnA1UwF3DOUt85+eoZj7CHhAF9+afNe2m83Dcy3aHVw3ox8sWV9uzslXjDwpHM4ctzQ2qyRhjTdvZMvDHCHXp9D+YIwSIRfeT2bIoVdVtiTp9taQLmB6SGVahgVn2UCc25e21fMr4ekoIPzKpVMAApMVaHBAgcU/SJk60JJAyoEzHAJmNd91YtD+yp7gFAWl8DwVB30bCjkvgFuOUu4H5YKcCQPNcUBmB5X73kq5yKqON+5h8aQHQMIiA2f4RO4ty2rJjY65a2sLHfqBaKpO9ycFb5MltUBRPjEUYVDMi4w9V3kZOqVDA9HiEnYaBtUKY9aJX9WEp3GJ1LtkG+tIKVcEQ7ewxvRKpD6iDEwpQth28+7uzV8EaoXXwdkbEOzEmCxQrd93Wq7kvM6bItTcCaNpZP4yk5FohoBD0qtYdcJm8UiMSN92AyVDBAjQkWvwMQJAzeY8W5URIWtsseEYAmEWPVCksOzuhtbBOveKvTspV3AWwe+RJ5GKKnowTDAJws9MgGVuzJweDkSwNhKxejuN+MiBEgtkLo2fNc3Jbe6MZaGjg3FcB8p6RQJKmXkdwEy5hTTvHCVLCkTNkqmFDto9RBw1LAT58aLRAvCBLW0wkIsPNPp9hGpjusl3xZaQ6ms8fwphaOFHlfFYevy9kbwRtdzjFHDHPTEix4WxbqF+2xLxF/iTl9tqXvhAeECsYbqb1BfJCEheU0+B09QACCxzlLyzzRO3mjoq5MrEzJnIAgH9oo5Ba+MzWJy+0G2aE6HKCk+uSrx/Soky+9rd6vPp8Bvpn0ulHkK3lVwjstc7xqQ06IEKTYj4Ofl+TLz4Fh7kvyRUBJH+/HP0MG2AyyKNouB9wEqA2g6zM38lnc9u3bB+ccrrjiilTmvcfevXuxa9cunHTSSbjoootw//33i+0OHTqEt7/97XjKU56Ck08+Ga985Svx9a9/fV3nciyYwBGgwJsckpJ1i04gtA+ulgDIOMOUGK9yimIoMjU3eta8r8IjYY1FbGppBxpDBp8/Pcbr8zwvrnrRec3ZspXusG7yJe5/n7Nn5X3JISfo+TIcvkE5fA1nj2NDN94ozKHXQIE57MdIddaNN8ASc/psSxOwmlUHsUsV2AsYvMFFYKQHJa4TXWp9bkCeAWEmZsj7RSZffMgFDoaDKg/f+0mYBklAEiZaN+Vj7YeDXxpjx/A+6fysYSb4927yRfJ+kvm5Zym9TnP8nWLIidJDhS/bi58zIJwDQyJoJRDmN139w0GRboQmYWQVzhxXWuGDNqDp6y/ux4J2zz334AMf+ACe85zniPJrrrkG1113HW688Ubcc8892LlzJ17ykpfgG9/4RqpzxRVX4I477sDtt9+Oz3zmM3j00Udx6aWXYj5fT9jj6FmJKRO3Z5ijSRs5fhbupJBYLEsveUX4UgoEPWdg+OJZJxcDayznSjtjHCs8+5BpcmV9+K2ziBcdj8oAFNjTM8zERjt7Nt6wcCRT26sOH3tHDeGmm+RLOHsT8Ca0sfj7KBImjDl9qS5QvMOm2hJz+mxrE7CakmCZR3758mIGeqJx8LpcTQE1rllZr1MF04Ssl4QROHIQorpUz1Ku+KdlVl2+v1rIUXifG02+aDydgnxVkmDNvC815ARLpk0yf418MSD0awwI5wEISTnzPpA0/qFyAaTeR1WNlln7pXr8Jqc/1qPaCWRcCbQ+C9ijjz6K17/+9fjgBz+IJz/5yflQ3uP666/Hu9/9brz61a/Gnj17cMstt+Cxxx7DbbfdBgB45JFH8KEPfQjXXnstLr74Ypx33nm49dZbcd999+Guu+5a6HyeCGsl5IcvCmug77cr6vqKIt9SwZIzUlHBAElGNA6NkTCA8MgmRjUypolVax3fF+1fq171ZPsNIl8jzl4VbxbJ+2IOX4t8+QEBLxjx4rhS+5iOX+N9SeeTfqjCjHbZMBmdKD+L2PGIOVubgNVsALQKxi3JwOkFxsFNhhyT2kUPHMsFyOtYPUMFIyDkPQCBTEz09xoJA9ClhlF9KwRpkbKWYsb3zQnWWE/H8H1zyZfo8UhJ9xPyvhLYzTvIlyZeBHa0bg0J9BL4reX1XEFLwFiEB9h5eFauX9ITSRNNC1L7AMDBgwfF59ChQ819vvWtb8XLX/5yXHzxxaL8gQcewP79+3HJJZeksu3bt+NFL3oRPvvZzwIA7r33Xhw5ckTU2bVrF/bs2ZPqbEmrOX+AeGHxMGSwrLxnUtyhgnU6f/yZ0+r7VBJG64Fx3Bi7NZbybilsU9Id1kW+evDGSroX4UjuyCuHb5gB0VFLDt9am3yZxGtQnzWJNTp0aeENkbB4g8uORaD3GrW7iUb3p/bBEnOALU7Aqg2qVtcbLy8hifLQopb5IQAvh8CktGwBIQDTG9V5Gfx7Lwmz1LAWGZsSgpQhzlwmzuGJJF8jYKg90VoYILWfYRwIBQhG0uXnjTyMOQNQBYw8JKkBkW56T4L/mGXnwf4AwO7du3Haaaelz759+6r7u/322/Hnf/7nZp39+/cDAHbs2CHKd+zYkdbt378fJ5xwgvBidZ2tYj2/T23AypwjhIwjrH5dBSudv6TS8LqG86dxp4eEWc5XTWknWyTVwSJerXQHrbiPka/quIICb+x7nfCmknTP1fYxhw/a0ZqCOdrJY9gjylt4Yzh9ob3ptmm1V6CHNiwxp8+Ou16QXQOzeofWrO9i/C8HpGR8xwdrZQOzgg1dgTBWWOoR6RCBEGJwVvC/AOSQFEjdx3nvyHjyqT6A1Esy9V4C7xqenyga7LVlvH4q8+U67X3S+o0nXwuCIU+293nfgshRiJCFA4d5BxASyEESKHYT6YZnm4V74WLiLaIw5wbAz3wopy7kzqfuZGkcMI/UlhYyoZQY6wA8+OCDOPXUU1Px9u3bzeoPPvggfuEXfgGf+MQncOKJJ1YPSRMyp8N4X5QVp9JRZ6uYOSRFs27EH/Cejwht2w2QPSLzeIThbmWcomEpaAwx74LzB9UrkuOOwKKIfVZP7FnCMb7MMMYtPnCBdvxyeS4bG1twjHzxcQU5ccrKIqmOebgJ3uOxzB3NRHc074sl3ScyZajtQRHzDGNKzCHT2OPhc+/ceXgGU22GNxhc7A0JNgtHPP3BwzsXsCe9A3lPyE5bYk6XTVLA9u3bh+c973k45ZRTcOaZZ+JVr3oVvvzlL4s6R7M3gimrVuvCVMnKZPwcHrCS8cMC36aeFFtTwXQokkwTF0AqYWEfsW5FDaM6OtGVK2O1T6rLtufruJea6sX1m0O+DDBU5Iv3eCyT7nPvyCLvyyMrTAb58muhzM99TsInxct7kccFKwywxurHcp7LwUnewMKaXAVL3us6rccbPfXUU8WnBob33nsvDhw4gPPPPx+rq6tYXV3F3Xffjf/+3/87VldXkxeqvcoDBw6kdTt37sThw4fx8MMPV+tsWWv9XuylTCEqrjTofKFUFrc1nZFKXSsUmZqrUIQ48akrYWG9wheFHa0QpDZLDTMxjPBFbJfPZ1HyRakLklBVyJfAEIVNY3lftA96nnn+Jydfc0m+vI+Yk95vsmejlfLAsaZImeBOpXIoqQOQeH9yNWwBz2+JOX02iYDdfffdeOtb34rPfe5zuPPOO7G2toZLLrkE3/zmN1OdJ7w3QpR0uYJRVDHYue4eXoYdowpGxKvZNRzguWAiHMCOWwXCBUiYRcSobq33Ua0O2L6K/SvpX57fdPK1YZ6o6P6dwwAFEU4epUyArXmh3ANNxEsTK51/wT5pHW3DAVApbTl0YADiesxT27U+08D1xS9+Me677z588YtfTJ/nPve5eP3rX48vfvGL+M7v/E7s3LkTd955Z9rm8OHDuPvuu3HhhRcCAM4//3xs27ZN1HnooYfwpS99KdXZSraeMGQwhjdgL7yEQVYumMQYnpdawx6gHBEekM9trlOSMB6SDOVSoaqRsZ40hxrxAmRoUjt9G0a+hLNMzpvEJ510X5Csgqx1OnxzhQscc+aMeCncqX0gsKSNN7HBCSzk/Llst514scScLpsUgvzjP/5jsXzzzTfjzDPPxL333osf+IEfgO6NAAC33HILduzYgdtuuw1vfvObU2+Ej3zkIymZ7tZbb8Xu3btx11134aUvfWn/CaXG5cp5rZh5jzTFC//payPjp1GqvUceGT9OO+TCA2pNE8In6aYwZtp3/A5E4BOyvwwJBCU4D96qw5EiFBC3KwZkVa44D0FaJCzfUrmy6AbuZb31kq+WJ5rBsMMT7QkDkCdKSfcsAbaHfHkFbOlikUkTNxpxmq9xtEyhR8RTju0YsxQtCr9YDAnAOdCcIg6NH9Awuubauil2yimnYM+ePaLs5JNPxhlnnJHKr7jiClx99dU455xzcM455+Dqq6/Gk570JLzuda8DAJx22ml405vehHe84x0444wzcPrpp+Od73wnzj333CLBditbLQzpUZ8fMn33Dp4N9MzTInyctYMGx/QekIOzImNPxCnvIEKRY7NzyIm7w1mLAVljGxxLfegx/ehYeaZUj+POhpIva8Bn4djlPFOZ6pDVdu3w6aR7Gm6im3wxzAHysyqeWf59ltfTqPhhEHI08QYDQtia0nQY5shBoGfpVxnrCLTEnD5bVw7YI488AgA4/fTTAYz3Rnjzm9882hvBImCHDh0SPSQOHjxYnsyAlEcjRvtV1XxqlNNHxg/gFV6CtWlCvB4dP7Ru0ITKSQFjQMi548DKWiSMzhmoEzEAeYqRCaCok2nz97wvTrx4vXWTL+Zd8oEPBegpT7QWBigS+PnQEAnsfC7X5GutTbySUlW5tX4eX5JDIGM+tlFHWD3LmYPOIeeDOQRAdC43t2LvGQzHTJy3sW6j7V3vehcef/xxvOUtb8HDDz+MCy64AJ/4xCdwyimnpDrvf//7sbq6issuuwyPP/44XvziF+PDH/4wVlasGVO3mEU4KIt13ik3J4gWd9wId1IuGJEqAGEGjqGKPQEi5DRFKR+sMTsHJ2GZZLF6qBMxbtZMW6YKz/Cp5fRph29x8pVDuZl8EZHKEY3swFmkTKrt5PDlnFMiUw21vYN8WQ4fYDh9A3P66KUB2+kTeMOcPgyQc9Cmg7lKu7VtiTl9tjAB897jyiuvxPd///cnFtrqjfC1r30t1ZnaG2Hfvn34L//lvxgngUi8QuqqaQM1PtST8cWLzE7GNyfLTQBZqmBpjkggebzZEw0J+ekUmUe6wibP1SQs7Cxsp9UwoCRigP2K1s2t9hrvUb1EPWwA+RrzRDn5spLrvSpXYQDKwaAE2DwCfif5isQrkS7LK42Wvc9MxhzTr1y8pzNEEBwSj5QqGBB2FN7KBRiOTVWkwwp63XrtU5/6lFh2zmHv3r3Yu3dvdZsTTzwRN9xwA2644Yb1n8AxYCKhuaf+elQwpsrnlIc8sTeSMpY7A/FpikI1Q4kH6koYwrEJY3oV90XU9rCdrXqF7RYgX4xMicFWuTque1grB47vR6rt0uFrqu3zhtpuYA6QcSd873T6kLEmtc0ZgFVGuiLeUEJ+4fQR5mAa+aLzW2LOuE3KAeP2tre9DX/5l3+J3/7t3y7WbXRvhKuuugqPPPJI+jz44IPl9slzaDNscz0PVQFMXs3J+Kmez9/L+vkhzQ+mzBuj70X3cAYeZJrg8DIxTAUYWPm8TS0ptjU4q9yuj3wRPvR0/V7IE11HGKDwRBmJ4rkPPBFeA+FACfZrMQeMCNtIDliR/+XZcTih8z4DtOfrfTrvZCPSv2nDyOcYtrW1Nfzqr/4qzj77bJx00kn4zu/8TrznPe/BMOQTP5anITEHrqz+hhJfmrlggjiw3NOkHscXp1f1YY8Plp9VFdpDOSRO+GScMAdwRl+nn9rAz1aeKceZyeQrkalZiS2cfHmOG6RoRQWsqrY3elkLtWsa+cqdecJ0aIQ9fo707KbOPywpn44d8lV9uT8DbzbctjDmHE1biIC9/e1vx8c+9jH86Z/+KZ72tKel8p07dwLY+N4I27dvL3pMjBo1+PiyNNcbQMjJVJGMH8tpIDnZy1GRMbEfJmXH7XjPpBoQgp36YJTRPIuhzEhkZe/tsaRYsX9FvEj6L0DQe3F+5nUA6/dEp4QBaOwdInPU/XtehgFEToYBhH4tkCiherHyUCfcLL9WflI5I3F0vFBHgSIH3w6FrdfSi6DyOZbtfe97H/7H//gfuPHGG/HXf/3XuOaaa/Drv/7rwot9wjv+WFbz/hnk6h6R2WYVHJFl1aRxVj89Lzy0j3Hs0c94fv5zgr7l7AHtwZ5bs21o4lXgjjq3RcgXwIgpU97BscRnzB5Luq/OrrHBajuRLu70acdPlDGnzw+KhA3G8SImEmFMzqrVhjucwK2MOUfTJhEw7z3e9ra34Xd/93fxyU9+EmeffbZYf/bZZx/V3giiVwdvUMYPnOuqlUmx4laOjG8OSaFUMJ0/YHm0BQh6NkAr2iQMcb0us4iYRcZqPSGtdcJLNcigON8G+VobZouBYSsMQORrwpxrGeiguoKjBEI2pEQCwbkkXgW50gDHy4mMDYzQkYPAtk3l5JUqwOoBPsssciiI4jFs//t//2/86I/+KF7+8pfjGc94Bn78x38cl1xyCb7whS8ACPdqM6YhOXToUDFS96LWq4Ll9i/rcOW8UMHEdkrBSWVc0cn4szbMxkkYK6d1AEx8ATIeTPnw/dC+TYcPwFoFb450kq9MSKXyLshXur8ZW7TaXjh8TG1PI90z/OhV27nqJdR2A0+04yfKmNMXhtHJ5QLbGN6Q6s5fLt+KmHM0bRIBe+tb34pbb70Vt912G0455RTs378f+/fvx+OPPw4AaYbyq6++GnfccQe+9KUv4Y1vfGO1N8Kf/Mmf4C/+4i/wUz/1UxveG8HTC8xIQkgsXxRKUAtmqFpJ2u9VwRgIpuPMoAGYhx4BCCCk5bSOEyC1DxnCLCX/vA9DJdPhAT+ebE/1esgXDxuOgqE53IRSxMbG3lGDrZZeKVSOhiRECQTnYCQpAEjhaR4pP9pjJZDkwJjCEjTumPaCAamILWBb2Rv9/u//fvzJn/wJvvKVrwAA/s//+T/4zGc+gx/5kR8BsHnTkOzbt0+M0r179+7Rc+1VKS0VTKxniphcX3fownbKAWRkgavwk5QwVg5kXBJq2ARnr1Yv7DurXnQsS/UKZCt8jsRPkeYwRr6GXFYMNxFTHVoj3XOHT6vtYGo59XgcU9vBCVNFbdfkqq2AZadPOplyKIyMQ0gqWGhLdnvtta2MOUfTJiXh33TTTQCAiy66SJTffPPNeOMb3wjgKPdGoMYVEwqL7PJo3sf1uh35AHA6iTkk4BvJ+MaQFA4+rsvAKXslyX3E3YT6YD2HVPfwoocSkHofUXI+AJmgj9xbkttK3K63J6SVhwZ2zEXJFw85iqRWBYbmcBONMID0XOtj74gcDE6+hgyEnHxx75PL8ml/MYZSleqHmPw6Dz2L/IDYC9IDq/ylG5YdndMstIGg4MXu4YNP90D+4uPGyZy17li2X/qlX8IjjzyC7/qu78LKygrm8zl+7dd+DT/5kz8JYPM6/lx11VW48sor0/LBgwe7SJiw+JzX1xMYZMzJyfixDMi44wfwHpGEPXxYCj5CvpXAT4ekmUB0z0hzaBygTNQPJ8jWl5c3lohfJOEbzl4P1qyPfMmUhpzq0FLbZXhXqO0q6R7k7BdEqCRfPORo4Q6Q95GakIqgE85gRvjjY4/rOFTTKoA1jwEOs1WkkfG9zz2wvY99fTzrf4FqNzfTtjLmHE2bRMD4NAg1eyJ7I6QxwRBfdHo9kbViQ5cAKXApDooe1DOpNiRFcEAJIJ0AwdwrycP7smu4d+giYdQ7kg9LAUgiBqAgY0BJyHqsRrxo2eqRVMv5Ep5lIl96rC/D4xwJAxRJ90b372LsHQ5+nIgxtaogX2sN4kW9kgxQSb2L4hAULrY9DwBrPvZKyhA3wGE2C+dBw1cgngdWaMMFjHm25rpj2D760Y8m1f3Zz342vvjFL+KKK67Arl27cPnll6d6G93xZ/v27dWRuRex2phgtrkIA9EJhGOdql2CiESoiIgBaUicUIc7hwAfmoJIGOCr+BOark28tONnyhodb+xWpyOuevHl6eRLqfCafIm81JbaLh0+rt6bSfc1tZ05fDXyFcoytnDiRfuzjMpTj9wVSKdvDZKEzeLPTTPnrcTzGGg6ovHf0D6RxrbHOOYcTTvu5oLkRi+9pCKQDVFlIIWiYGoEZoAGPICUrfiwGCpYGhcM2XOlARKJhKX9jJCwUKa8UaSTK4gYYJOxtK5yr6y6uvel5YnSuqbyBQdriiGuitUGPuyd8LbmiZLHycMAYYqOcfJFIKjJl+mVGpbB0Keb72nQ4AiMs6h+kYrr1wA/C+rXMA/tlgO7mzl4F661dwqzAPY26vU4VU+k/cf/+B/xy7/8y/iJn/gJAMC5556Lr33ta9i3bx8uv/xy0fHnrLPOStvVOv5wFezAgQNP2CjYvUrmqArmAY4l5AAKFd4PjLwpEoYVwM0L/JkjKucVNWzwKjClGqOlxFum70CrYw/Vn06+SryBtc2o2q4cPlLTlNouUgs44VIOn0W+PA83jjh9aVkZd/wAhN4O25CdPjhgVeINqWB+7tIgrtDDNk2wrYw5R9OmB3ePITOnWKj8uLTeXscIgzCVjA8kXSvlZRi9jIrcAgBgD3fajyIpZs9ISFBK3iD3CtWl1RJddf2xbUX9Shigh3zleyLBbXzgw1YYQCbd93iiIgeDgE3/rZAvfwQYjqDIrRDdv9fKTyqP+6Qk1OFIPg71iBw4GdTJ+nRuut12mAitGp9j2R577DHMZvK5XFlZScNQHO2OP5thujekF8+LrBMsEwu9TmCMUn54Phh/Nun5IvxZ0xjkc6J7kRuGjA9DbV3ls6a2WWPHOzIM9ePDIF9iTthx8kWdfIRzp8YXNJPuDbVdj3Svk+75e4r/nUK+dF5XkQPGOg6ldZT0HvFLOJkKb8RxDKxJ7ZBjTgN/tjLmHE07LhUwcviaYcgauydZ34OFCqKaJcIIrBx1FSyoZNwLlaFIno9hKWErPBfMyr2IZuWCcRtqT5RhmpAB9iCILU+0AHgCMa5UqeEmtMfZnXTf44mKiW0hyBgBoSRnknxZwAhkMKl6e0NQrUht9UNol7NVj+FI8DZDk4ztxQV1NnjMLoDjSrrxoW2l9idfuDXzcxS5InzdsWyveMUr8Gu/9mv4ju/4Djz72c/GX/zFX+C6667Dz/zMzwCA6Piz1aYhAYDxkGTMCwOUCgYk7PFynY/bOTcE2ACK8KWphGGIAU9S3rManxQv9p1m5gCQw5XRUmqEcUW192+Pwj6ONTXyJdcJUsZSHbTaXjh8XJGfkHRfJOEnMtYmX8ORdHOq2GPdXI41KQ9sCIPrJuU94s0AB8w8Zhx3Bvob8Su91yo/nrKtjDlH045LAsaNwpDmuvjQmGFIUIPjyfgh2TUQfxZaRD0XjI9EbYUie0hY+K5CkukCkEfPj1bkZ0w0vq/aXI+Lki9z7B0FhlwpK6YTIlDUqqPPAMY90aSIDSh6PNbIl+iurUKO3ItNpIvdbA2KaVosEBiGkNKwloERMRg1myENd5FwfsVjmId8DAqlypfwuHnWjKx1x7LdcMMN+E//6T/hLW95Cw4cOIBdu3bhzW9+M/7zf/7Pqc4xPQ1JeM+Fr17mgRVhSO9i6gMl49MOaFc8FyzuDzPA5TyxPLNHDkVqJ7BKwtaBQTXrxaFaAr7En/WQLzbQqjHcRJECEdX2Zi/rIT9bY0n3WgnjvR0L8tXAHUBhT+UmU6d7N3MxCT/gzQDm9EW8ySFH9uERBOX0kRrYsq2MOUfTtjQBo9g6n2TUDTCnJkpzQ0YFrNiXp1yLyrqkXo2rYNZkuV1eaA0Aw0mUoNcJglOtlhg7sPXrJV/VCbbNaYa4Bzst74sTrhyW9Az0YtvQ5EuoZhXypVUww7OjMkcq1swnIkbAmLzRWfZGHcvJAEuM9QPYXG2EnCPGwNtcdwzbKaecguuvvx7XX399tc5WnYaEW8IPXe5Z70igqYJlMY2IHEwncCoJC+pWeJhEblhaF1UwXyZx9BhvgjWcQfy7oeRL5ZnWku67Blv19Iwi40xriJsFyJd2+pqhvCE7fxxvgOz0cbzBWvw7c7knZTwHujcuqRkdEtYWxpyjaVuagLUs4ZPh4LbCkEnGT9I85zn1ISm4CpbDkb7bCyUENUkYUHqi4YTkMurJrytKO24lyGpApLI5A8eNIF9C7m+EAawJb4UnOpL3JTzPOSNY3AvV5MsIO1J9uiFE0oqbZhi1OR+HpCAiNlt1GNYCCfMrLqhig8sq2Ao7TlLBHLxjc/+NmfeoJr4u3dEn3jJzCoucdOkhcpTSRdiTEvJVKFI7gVNJ2NwzYsicwUTE4jIZJ2Q9pvNTgTbOhHtQI1+ZSFnkS+IKka+MX6XaLh2+scFWEw5ZDl8iUCh6WU8iXxp3+I1TllQwjjdwyenzK1E8mIVQJFZd2P/cw6/GTkCrOQxJnX949KJqS8zpsuOWgJGlMGNjjLDW+mAcDGNIksIBICWsroK1vdAYnlLbVklYPOkVHmbkDdoAvxopA+xnVw87YYUB6Jw1+RK9HcHBjR5aI7lee6KNsXdE3hfzRMfyvnJYEswTlV6oBjyTfDHPM83JhlyWfhL2wznqjZS80gCObgUY4OFm8bec8U9UwWgg2FWXrzOGBLIyS50/bPNDeX583dI2xqZMxm2FIXk+F9trxAmDkEUVXojjnKD5oXACp5IwOkwYMNUFJYyr8oAkY+hTwnSzK0OQbZwpVC9dxyBf9lhfOv+U7U85fPAOrbwvK9Ro/qXtdEcfg3xp3NEOH39+CXM43tDfhDdDIFWENyEnLBKuNQTcWXUp99SvITiBEXPC+25ceV9iTp9tbQJGPzK9rAB7nC8gPCB6OAq9PgYurTHBgkWPwauu4Q0VrO2FxtCTGB+s9EKBkogJkOOkyyJaFY/USsznz4YmXsCEMICpfHUMfIiZIF/24KzT877MBFjDC02Jr4UHaoNgImM6CZ95qJ7n8URv0oEB0SyHIP2M/V0B/CoySVz1mXTydjciOJCaVlu3tH6rkaxJ5MsypYK16gmSRA2NDUuRduWQ2sdCJAwrgPMFDhERC2pXxAhFuqj59yjvHHMs4hW+bxz5Epgkekjy7WTSfW/eVy3pnvd4NB08rbgzJ1HgTg1zON7MWflKxhwiYpTyEDXS8M5cQ1LBAumKKQ8xmoCVeK/Axrds0Owl5vTZ1iZgNRuQxjbRwOg9Qp4YxlQv2oBIlErGJxUshRsBsHwMgKtdpRdK/xWhSEACrPJChSlPNJQZb+MJ6ped/7WgN1ojXyzXoujxSNnnVg4GB8zGJNvcE+VhAE6+JDD6DJAstGB5sE3yxUFQvFXkC9rDZ1A8gjRGTyJfKw5+NZyjW4tEbCXkg9F5hUESSQFpM7ClN7qxth6ylXtIV9aTggWuehFJGlHBKBQJUtVlKHISCYOL5AtRzYdwEq1Ov5yQpbKRcNPA2q7AmHhtYqqlRckXxxu2ncwHI0IxrrabeV9GL+tSCfNyqIcCY1SoskK+NN40n+GIPX7u4VeQ1Haed4ptLoRFowrmVsO7088ZESO8YqS+ZUvM6bPjk4BxI/nVWBXIWHjxjbSnWD+DJ0/G1/kYvFeS5YWGV7ANfkAGujxaNepqWFgpL4qZCFUqa3mjXPECMviF7+skXxMHPqwm3RMg0vfKeF9W3pelfGlwLACP3aReIDTBhkCRPNBIwoY1HwZPnEUQXKXrjIAoiKZDyAML4YCxfAzzjUnrlvaEWgpDLqqCRRwBKa3G+qkkDJA4BCgiFgmayBEDC1N2GCdfenzFpKcVOBPObBL54ngTUyQyueJqu+3w0RA3zbwvw+HTZCqtGyDnZFSKuxl25Jij8KbAmJgvmu5txBuHiDlrDsMQ88BmLhw/qmCkmA2Uq8owh/eGzPeqYkvM6bItTcDSCwkIYcgGjaJGOLY+7SWgkwGIWbVKQFdTwcyE2NiQYYMf4KFDAeB1kTDKbt+GB2pdtskLOr1RUabIVw4VZvKlgVKDYc/Ah5YnOiXvCzUgZCBXELIFvNBJXt+AEH7cFkkYEGT7VQ+/Fr3Rlfh9BZhFYjkbchsKNqKA0f2qrFvaE2QjhEsm4xNG2Mn5qT7KUOQiJCzsr1TDEOsDyHgEeR2alJnXxtusIGKKeNF3w8mj+nxuxxb5gsKissejSro3pjbryfsam9pMO32j6Q6KfBVYI5T3eN9JsUr3Nb7jGOZwMkjLpLqHDj9B/Qr78/l3Su+6xu+7xJwu29IErLBExlCdnDsNRzGyK/JKdUggt3YGhIYK5t0A0LYTE2IBBn5xWathwAgRk7dFeKWcaIl6Bumie0HLvWEAS/lKJKvmiY6EAQgMWyNPc0+UA2MKMXoFjIxsLUK+TOI11ks75WXE7Y5EEhaJ5LDm4Fbj+Z3ghKo38w7DPKaNxXu0DAcchzamhlVUMBGKXJiEBa3EUsMA5hTGHLFQJhtSwhAdLtWXwd1Dy+nrUL16yZepwjccPqG2NybZ1nlfElMYSTPIlx2KbJMvTby4Qs9/Bj/4JDrQGy/VHCilIZCs4UhddedkqnsKrSXmdNnxRcCUpcm5KxKQB/rywMQ+85hgocBWwcQ6DzMUWSNhAFDLCwPqRAwYJ2OhjgWEpUc6xRudQr6EJ1od+JAPlijzvrgnSmBozvPo6+N9tbzQFvlK1vBEa6Pik3EwpLbph9CRBHROax5+m0u9kIZVj1m6/nheK5n0jybEVkjaMiH22LPamGAAYUgeF4zjyzRzdRwKqwuHEB6hPlO8LDKmLmbkYhXpimUl8aKTWpR8GSo84QxU2oNny9YQNxPzvtLz2hhjUDt3PeQr1W04f159c3BsAmH+yble6biJOE5vYEvM6bPjmoAlG9CVB4ahn5DxZPxQYKtgtVBki4Sl8xrzQBURi6dh2ry2wtiQE6+wzFWvcDbrIV/dAx9anqgGw7lWsaAALYOYCXqGFwqgSr7MMMCIJ8otTQ4/i4pXuqOhjYZ8jNAVXCpx0hulPLCucMDSG33ibDIxkqbDkDVGU+SUjqpg4aVq4RAAUw0L55PxCFB448dDj/KcDaePYQxdvw45Lka+9JyQbbW9meqwaN5XgVF1xb1KvhjWWCHIsC7eQf56ouW43s1LvPFHAL/qMawidP7ZFvfFrqH7/bjEnC7b0gQsNQog54ENrioGUNinvdMADDzHoh6GjAAJcFZUeo8qFDlKwoBqSJIOIQ+ZL0qHAnrNJF18Watecd1YAmyTfI0MfMjXNfO+CCBGhpzQQNjyQjn5SveIJcCGZRTky7z9LCk2ry9JGJgK5geksACFIdOEu6vx2uJLxqVx1ioWxg6or1tav62TUNXMTMTn3wsrVbDpoUibhIVDl1gEoCBipIrl62idM79g5vCJ8QoU8Yp1JfFCOu/J5IulOggiptR2nvfVM8m2zvsaCz2OKu4wyBdyeam6G7eYlaV3JOmrM0i8WUMY8objIIVdhwUa/RJzumxLE7Ca+QHrzwMjRcsPBaDkUGKdZIWFBXMxEhBL4Kt6n8zzrIYCRq41fa0QL7ruKWGAPvJVz8Hgnmgz78sYeZqTL2uS7TEvVNweKhfLqJMvKweMl9FUH0TCWB0f88L8GkIyPo2KvwL4E3xSvij0WpU8i/Ovr1vaREvPXWe9DTGdjD/+jPck5QMlDtGpazUs7DNfXO4RrrxaRcrkOVkeMMeXvJxwhL4LrAG6yBdPYRCpDoyIqaT75hA3ClNqeV9VzJmouAtjTmdv5x8AKdeUkzAMLqlg6XzWcuef2TZ2TR4FJorfybAl5vTZcUnAuG1GHpg0OU9bNtfphdokLOxOAl8tDADI9/Bk/jUSClgkB6MkX3IdGADWwgDaE62BYXWqIeVZblTel/ZGw19UQwHpd6FbKhSxnPGTQgQJaJ0ghnKZHYerBdbvuwTDzbEWEVsn+eJ5YPWxw9oqGD+x7CDqep45lLNEnLQaBk94kxUui4yl43kC1UTz7OsUDoRy/vgYYGNYk7BJkS+WS8pTHSyHr5nqsGjeF/90Ku4Ji1TocZR8Wc8ykS9Fwoh8YfDwR1waDd8zR3emhr6RvRfboaQl5vTZ1iZgQ25cXXU78sBquFkbINEGObtno7lfbyfmA2w/QDsMgDoZG7VGKEATr3CNi5IvOwejmXQ/BoaChMHOA6PtDCDs9UJ16BFAmQRbG4QVslwMyGos6zBkIoreSSCk9StsNPSa8Wu01i1tfbYestUMM5brpfquSE8Nf1I4IOyvIGEgXMsYoNWwsKnKOeV+W/USWjfHcPx0KgRzLqaSr+zMMXKVcOvo5H1VFXcwoqXxp5N81YgXjYTvVlxaxx28sH0QJnAEQnX3a6EX9mxAUMJSaJJyaGfwsxngPSPZhi0xp8u2NgGLJuTVDR4PrBaGTPW90StJu8SNUKTlgfaGAeQMRDYZG7N6/kVeFopUWr85ORhCHVNgSN5la9LbdYUerfvDyBcHxLweZh5GTf1K7c9QwRDLCRCF2sUBcQ2hV6RX96tiw9xX2+8wr745l/ZEmUHKcqefoSizFXjaTyZhaZR8TcJiygORsLBvqYYBDSJGa9eV+mARr7DfIg2ik3zJ6Ydkjqrl8E3N+6o5fFXFHfJ5rk6uXSNfUPsAMsEynmNNxLgWmVQwAP5InIVjNavsKQxJvcrnLueJuZVIwJaYs147LghYYdTYKooXEBt/5wj4tslkfLlznj+mALA7DBDL0i5nhefJvU5JxmgI4x7jCliFeNH3ljfKwa5FvqwcDAGkjbwvCj0aYLhI6BEo65rjfQES9GCDIv+rLf10LCRACfgFOQOyShfzMjLA5zwwUsb8WCteeqPHjLWnIZJjLKUwZEUFK55xi1iFo46SMABmXlj43iZi6domxJaK4aGrxIu+l85gk3yxHtY61cF0+DryvrJjR399IiuaULUm2Zbqeh1zCtMpEIp8WbefpiEySdjMp7mRhcPHw5A0CPQccZBWxLzVVdj5fOzclpgzascnAeM2xIZWe0kNGAtnJ5NhSE6aUKpglVDANBJG+ybA7A8BjA3OGbbRlTLIhesdV73CukXIV/7em/flCxWLkTGjfL2hRwBiyIm87MVyup+8Hv9uhB1rSiwPQ1LeVz5vlQcmfvN6I9bksTje0rrNwadn/4mxhgpGuVlFKNLnuhUSxofK4VgUtrOJGLzqLT5lkkyufol7KR28tF5h0ij5Yp18mg6fNcm2wpv0/AlyppUwX+DLqOKu8Wck9KjJF1e9xp/vTLb4OsoFc3HZCkO61UDGXFTBBucx20aKYv24S8wZty1NwMYGvJR14+Ns9opE7DXpgZUKsBphgYWsFY4EkTsJel0hAHXa9ZwMbnojBnJxeazbdwsM9XorAXZS3lcjD2NK6BGABD3DWkNO6OUCbDTA0LL1fkrDUMgwJFaRvMikhJ3gMumkcyA1rGFLMNx423QSFsGhloxvqWDFkDgAI1VhqUnCUGJRuFbavyRioUyec2/vTGmcdPHlUvUK59UmXzIsXzp8sjd2dPg86qkOBt5otb2a96U6+wCZfCWnj8pGyFcyRr6auAMkzAn15BC/boXOJTp7bGR8UvbcCnMCowpG89W2FLAl5vTZliZgAOzYdiM3kDyYWp20XueB8dbtKV+iMk8bDHKV6mgvdf25GIAh//e8G7gXKmQai3jR907ypXofycm5+X6YAtYAw40MPVp11xt6TMbX8RwMWqd7JelIDFsnAZ0pX+p8w7xtjR98gA3OaJQvbdQ4GZpSfyETDqCtguWYVE3ZApokLH3neaeZaJqdf9RwE4s4fi3iFc6YYQ1dX4N8yTzT0uGrqe0itFjBm6l5X7YaZjzD3Iy8LyBvK5aB9jOsnD8/V44e75nNzk2MQUizcaz4oILNEHpNtvr+LDGny7Y+ATPM+/aArKFSaORalh3dt/AhWhVVPgYnYY1eScD0XIywm+n5GNY8bGH/BFp0bBkKWG/vI52DkRU3BmIjeRjHZOiRflKVZJpyMKhOpV1Se0z3QHmkGsiTEjYSQx/W4k2srlvaekyE4SpkrJd8WXPt9atgdihSDxLdImGAQdxioSZi4RwU7lTG/xLXUygnDeIVl7OKjlHypdV27fDpqc168r56hpyo5X0BYM8vawe8zBjiBoAsZ/hikS+LEHGhgTt8wgksxgNDMQbhsBrJ1zySrxXXJNtLzOmz45KAkfn4smtRrDAEBfrywFQYUuZfQKpg5rxorswH24hcDJTX2JWPUZCuvLfNTIDVSfejoUdOrBqhx6r6NQaE/Jb0hB6N7zXylerOJdkX6hdPxievVHmkcvwhfg8y4a3a0hvdOBshUutSubQpvKmrYE6q6z6HIkU+WFTYLRKWLo1tEw6p8045EfOoq1kt09vUiVdYZlgDjJKvMYdvIbyhHtdrmaT0TjVUVdxhkK9W3hcUvoyQLyp3KzAdPz8YYcgjLkxHtObg9NREpIKtUF5qi4FhiTkddlwTsGRDYO3VAVnByFolD6zwTDU4UjEnZazalF5JYffryMVAZwRSkS6+b6160T3oIV92DoYKA/D9UShgQuhRhOMGCYabHnpk6pj2TFOZMt0bCcoTFb8L805tQI/7iPdrzDjgW+uWNtEod+AJslIF499lKJKrXy0ShjjJNhfLANSJGDIukVmErHb+sqBBvOjcJ5CvpsNXmdqshjdJPa/kffWkO3Qp7mM21PHFVxxE3qOaSBjTRoPTp8KQfoaogJX4Q4Oa+zngV8oQqTinJeZ02YRuK8eekccyqTEPJVmx94v4MJbqAu/2X+Ya6J2Vao/YlgYs5XXT95nYRg4TEVQqSZjyORDpaX34NnlfpWwfrrmffI3lYIhwAoEhgVhnKMCa67EgZRWi1BN6lGRrJPSINvmqWQGkg/xuTSAue4XGv7zdVI7T+kyxm266Cc95znNw6qmn4tRTT8ULXvAC/NEf/VE+lvfYu3cvdu3ahZNOOgkXXXQR7r//frGPQ4cO4e1vfzue8pSn4OSTT8YrX/lKfP3rX592Ik+0OT+qhnXvZ2Hj8O1EuVStlYIdv0sna1ZgESBJEMck7mgJVakHd/R2tD99XC+xppd8mQ4fHacTbwp8qeCQRb405hSKOy/rUb8ULtA+ADAlbQRPGmRIHs/AHHYdQ+oRKs+rtt8l5rRtSxMwbeIh6am7CPZxMmZ6wZp8yG0zoZLgp0mYzHmQqlKNiGkSNfaxt4EC79lk8jWWgyGVMk4k2PcNDD1WgZD/NAwMk1VGuxd1am1tYB+2jTlgoti3DIFSWaGG8W3H2vEw8plgT3va0/Bf/+t/xRe+8AV84QtfwA/90A/hR3/0RxPgXXPNNbjuuutw44034p577sHOnTvxkpe8BN/4xjfSPq644grccccduP322/GZz3wGjz76KC699FLM562s3mPUNjLk2LCCGGlHbux7DwkDEhZpAqSJWNgnI2N83dhHb+uNYwkixknVOPkqc1Yn4I0I9dPfOt6YDl9lyAlLFWqRL1HPCD16C4+UFevSeXhVr1zW1+BpvDPC4lbTX2JOlx1XBIybeGha9ZgX1K7IgAsM0JIZhAsSBPK2dRJWgo/yEg1vs0WsWp+aasaPKb3QPvLVlXRP9RLQrT/0KEiK4Rn2hB5pm7G8L+6ZFuqXAXp6P2aZdQ6CTKpr56dtOgN0LB8Btfz0hDC5veIVr8CP/MiP4FnPehae9axn4dd+7dfwbd/2bfjc5z4H7z2uv/56vPvd78arX/1q7NmzB7fccgsee+wx3HbbbQCARx55BB/60Idw7bXX4uKLL8Z5552HW2+9Fffddx/uuuuuSefyRJg5y8SialjPNq3fFYClguUwXMYfAGiTMObYRVW9RsR4maWM9XxKQlYhfZ7jah/56sn7quGN5ew18WbNdvi6MGfk3W+qXz3ky8Iztk2uF/9W9pXPuXR+032rnfuax1D5+IlJ+Mcz5kwiYPv27cPznvc8nHLKKTjzzDPxqle9Cl/+8pdFnTe+8Y1wzonP85//fFHnaMuBXQQLkA+nDkNWN3IovU4nQDDVs1QtHQYASvk9bm8RsZKMAb0KGB3XIl4inDiRfAnwrymB5I2y+73u0OOa9mKNgVsVECazEl5beV9UZ4x8oSyvJepbpkmlOE6nN+mPtD8AcPDgQfE5dOjQ6H7n8zluv/12fPOb38QLXvACPPDAA9i/fz8uueSSVGf79u140YtehM9+9rMAgHvvvRdHjhwRdXbt2oU9e/akOse6Vaf6IiK22aqYZ5hBReLZJ2uQMKAI+0m1eibxiOopwlSs6/3ofRjEa5R8sevUuCvyvljoEYCJN3m2jcVDj4B6XhleTJlou8Ah3uuxZdyh6nSuiv0yp09fT1pm78aqzUc+WGIOMJGA3X333XjrW9+Kz33uc7jzzjuxtraGSy65BN/85jdFvR/+4R/GQw89lD5/+Id/KNZvmByYGkMf4JE3s26rKV3qdloEhJOwvC9FwmohSXbsmvTfm4dh5WMUKps6BwLk2j3pyfsq8jCQH+j1hh4B2ODIvDWdu9AKPTbJl/ZMddk8f8Rt4sfR+5irczU8Ur2dVU+b9ODLDwDs3r0bp512Wvrs27evur/77rsP3/Zt34bt27fj537u53DHHXfge77ne7B//34AwI4dO0T9HTt2pHX79+/HCSecgCc/+cnVOlvBRudbrZGxdZC0ep4fd3igvpdDzWhlna+zQpJcnS/UL0giNeVjhh7pmOkcSmePX095zXZHn7HQo0myelMdRkKP6fwq5KtqA/pDj7V3oIUlve/ABgkr9qlsiTl9NqkX5B//8R+L5Ztvvhlnnnkm7r33XvzAD/xAKt++fTt27txp7oPkwI985CO4+OKLAQC33nordu/ejbvuugsvfelLi20OHTok2PHBgwfLHQ9IhHx0BIYhPuMDmoO2FuYdeG/G1JfEOwGo3lfG5wHQ1TXcedCI+XETOrxYpiEryNK+JloJwgyk03cFiqY3qj1RQJOvtM8EdNNCj2nbShdw7YlyIJTqViY6vMxKurfIV6FiKfIl9mt0BefDUvjBaLOxd1IeoZqOwwmqS2HI1lhgfkC1cxrt98EHH8Spp56ayrdv317d37/+1/8aX/ziF/HP//zP+J3f+R1cfvnluPvuu9N6p+bB8t4XZcV5dNQ51izjwAjgbIYiFjEn4QXksBQCSwh/2MjPHLtqU5yl8QYjHoWFIT3vCft6rreCS4JUek0kOYYw7KiEHvmxdOgxXU8Nb4BpoUeFR6N5X02yUle/0v5bNiGNgLAo7NPDzVw6bzeH7P2Y9u3YNdG9bB9ziTl9tq4csEceeQQAcPrpp4vyT33qUzjzzDPxrGc9Cz/7sz+LAwcOpHWLyIH79u0TTHn37t3tExvyQzRqPj9c1kNCUqsVRrPNUsHYd+3BdeZi8GPWPVEj16K43EY+ht43HXuMfLU8UXbc9YQeCzJWCwWoZQAFEAryZYQCAAhATMt0DBZ2LMCyMR6Pab3eKNh1QR53tJmTp2194n6ohxF9WmB4wgkn4F/9q3+F5z73udi3bx++93u/F//tv/235HRpr/LAgQPJQ925cycOHz6Mhx9+uFrnmDaDXDgM44rYekw7Rq2qNSWLf+fPtliuq2FaEaPti1Akba8/7PzL8GUON+qQo8BIOmeDfBWYI7CV4cIY3tT+tkKPU4a5qYUetWknj577jsT7cl/TUh6K7/pYPcdeYk6XLUzAvPe48sor8f3f//3Ys2dPKn/Zy16G3/qt38InP/lJXHvttbjnnnvwQz/0Q0nBWkQOvOqqq/DII4+kz4MPPth/osZLsnld6WHz1RdbLRnfygXL3418sPR9PBejIF2QYFbPszAImVmvkYvBr6dKviYOOQFMCj0mcFuTAFcDw1roUbSFqeQLsHO+DHDUXnKyRns0j5vOm90D7rF35XnUk/CnzKda3b/3OHToEM4++2zs3LkTd955Z1p3+PBh3H333bjwwgsBAOeffz62bdsm6jz00EP40pe+lOoc81ZRtDaVhFnGnysAZSiSkzW1bhIJaxCxBiEzw47Gtmb+qnE+lrOXr0lizqIDPC8SevSsLoA+8qXtaKhfFaJX1qOhKEpy2PsuXWJOny1MwN72trfhL//yL/Hbv/3bovy1r30tXv7yl2PPnj14xStegT/6oz/CV77yFfzBH/xBc38tOXD79u0FWwbYA9IjdPGHaz1WU77+/+2dfYwVV/nHv3OXfYENvekWlrvLm6QBtYIkolLqG9ZAQLctNhG0ikvU2ipgN9BY0/4BfxjEJtb8Uqq22hSVGvpPl5TYFKllaZuCIq7pUivBFEqrbKkEluWlu+zO8/tjZs4958w583J399479PkkN/femTNnzsydee73PM9zzlDY2Hmoy0OhOfE5QS4GwkLJKMbkNiXsjep1Kfsk1SgaD1/piRbrN+Vu6KEAv7CH0QBCES620GNomSH0CBiMoT7iMY34CraL6JmKukKhSQqVUdoo42qfg5d/LiN/m6HoVxruv/9+vPTSSzhx4gR6enrwwAMPoKurC1//+tfhOA46OjqwZcsWdHZ24siRI1izZg0mTJiAO+64AwCQz+fx7W9/Gxs3bsSf//xn/OY3v8G8efOQy+WwbNky7Nq1S237KM3xc/bsWaxevVp40VevXo1z586lO3gZSx7XmHvDAPUeT1LeJtAiRJjuGbcO3BE7ySV/Se0KDxxS2yF3CHUbGxl6DI5T2BX/g2RvjIILYRsSZW8ip7kxLQvQEu8VbB20UrxfSYkQXPJIyKRUs83p7u7GN77xDcybN0+kQVWKkmbCX79+PZ555hm8+OKLmDZtWmTZlpYWzJw5E8eOHQOgugNlL9jp06dHpEbJFVkNsTlg5PpZEjlrmNqwkWeolEeNkKPmUwBS3kXCz1ouRjEnzIu9Q87lSJKH4bcnMbbwhmEEklfGPurRQ02CFdUZvF/Bu94bVdcn7I1q34Hi8rgwAKAaQ5v4UoyTQVSl9bSK69RFZFfI2J40+xpG8Y/IUndS3nnnHaxevRqnTp1CPp/HRz/6UTz33HNYsmQJAOCHP/whLl++jO9///s4e/YsFi5ciD/96U+YOHGiqOPnP/85xo0bh5UrV+LixYuYPn06tmzZgrvuuiu0v2COn+3bt2POnDn48Y9/jCVLluDo0aOizo6ODuzevRs7d+7Eddddh40bN6KtrQ2HDx9GTY2X5HnHHXfg7bffFnms3/3ud7F69Wrs3r071fE7+om0zIovi7DYHDHLdgrCJgR1qvmnei5Y8btmQ/T1ug0LjiV4JJqcVxqa6Z7CqRnBcSR4PmZwxMoxQjpfukAUdUWEHoPtg20jvF/B+tFIddA7fKGUA4u3XbRZ6yjaHjkUB7nesGYnV5tiG+0/UxsJWQrVbHMuX76ML3zhC9i+fbuwD5XCoRQuISLC+vXr0dnZia6uLsyePTt2mzNnzmDq1Kl47LHH8M1vfhN9fX2YPHkyduzYgZUrVwLw3IHTpk3Ds88+a0zC1zl//jzy+Txav7gRNfX13iOEHMDJOd5n/4UckKuRlvlawXEcsd7bDoC/vSgjyjtqGann68CVPlNwRiXjIz8TUl0O6HUVtxd1S9+Dq1kRgNqDb0N/DglJmwibJA+DKKduQ47Xa/Q9NsGwb3eYAIL63VW/F5+/5vdGh1CccmLIu9mV70HPdShGfAHWCRCLYQaz1ytSeOk93pwvlnPSoI/gGgW8ZHz5uq0JPjvI1QNOrYOa8UCuwcG4Rgc1E7z3cY0Oxo13MG6CA2AQR7ZuRV9fn/AQB/fJhMn3wMmZ8yvIHcCld/9P2a5SOI6Dzs5OrFixwmsbEVpbW9HR0YH77rsPgOftmjJlCn7605/irrvuEvbk97//PVatWgUA+O9//4vp06cLe/L666/jhhtuwMGDB7Fw4UIAwMGDB7Fo0SL861//wgc/+MFQW0wDf6ZPn475929ATUO9uZMTKTTihViikZVKeQotN9oYf++R6+U6TPXKbbMOKkhif6LPW+TjiKTOXsjmuNLzZ/3vQYcveNi29zxH77vJ3gSdLOGpEaE4g72RlsGF94DpJB0+wOj90sOYpgduhzxgllAeuVfCAky3QYG98W1PbhyAGiA3Lmxzahok+zPeQa7eQU2dA3IHcOzRBzNtcypNqhDk2rVrsWPHDvzhD3/AxIkT0dvbi97eXly+fBkAcOHCBdx77704cOAATpw4ga6uLtxyyy2YNGkSvvzlLwMovztQTBw3qpXGGFol3FYUMrFDw5XvKRJi45Ji5bbF5GVEJsLGhiDN3i9/x1JZ7V3z6iTqjaJo7GyhRwBGQyiwzL9jFF+KcZT2r3jFyGwUpWXWZHxTfaZzU2oSbtSrShmtOX4OHDiAfD4vxBcA3Hjjjcjn8yUP/DF2duIe1O2HJ22vkom9L729q9/N4UhAs0V6WFJeHtqvk+AFYx3WxxH53035taPu/ZK9W5C2k1+W0KPYn0V8CQyhvtA9n2KeQBOJvF8Rl5vNtugZQpGRpozanHKTSoD98pe/RF9fHxYvXoyWlhbxeuqppwAANTU16OnpwW233YY5c+agvb0dc+bMwYEDB0LuwBUrVmDlypX41Kc+hQkTJmD37t2p3YF6ryG2LCUrG1mPbnQsAspD9yZZPqcSYQYhBoTEWFBfpCjTBZy+H70dQRsN3i8rUjttuV8mwSUn3gNFUZU69GhqkhBcluHfJvEFFOf2SiC8glBAaL8R3wUxIyYVg08R9Uj7keclU16j3TkZRUZrjp/e3l40NzeH6m9ubh7RwB+rCCvT44lMGDt5MWUUO2QI++keKtI7kKW8TPWZ9q/Z08hwpmIP/XdD7lfwPQj+kPZZTnUI6lDtS8R8X/IyuWmSt0tQYvqCIBftCIje1r5KeOKD7zXSvmRPfdRPkVGbU25S5YDFRSvHjx+PPXv2xNbT0NCAhx9+GA8//HCa3UcS/Lk7cGJlZfBUdwdInAcm4uQJr/n4+XkS5GLE5mGoORginBA1YaqhnSp2ERhOhDXUJYcoZeEme7cQCIfwtAqKSNa9XyiKH1lgKYIkyCdLOvzbIr5Kcf/rokvJx3BJGDEa9s+y/DO5SNcd0o1YxK1JQ7BetyMdk1IORmOOH1P5uIE/xmHxgcDy7wOR+6mfYH3yvjFAzj3Vc8Q8zPlgQNg+yXmpsi0CYMkzVS/WNB68UCjW5H2TlofzTLUOIKmdS6XDB9k+WHJNdXuDYhmlE6h7yVEUX8YOn6GzFun9Mp3C0RAraYSa7AOR0yT8lAgllSfqvyDjNqdclDwKsppJ4xkLyiMQBJI7Os10FN53U6/NX6SFAjwSjEoKchoMvUTdtS+PTkr6MtVjFV/KsRievWY6R+QgcW90hN6vuNBjKeIr5PXSvF3kXhEvG/I6U+8vKuQQ7eaPWKfUH/2qVkZrjp9CoYB33nknVP+7775b+jxAtnwsU7kye8RMXiKz/Qko2iFbSNI4ulqu3zC/oPU5kJZ6jKFPybZEJ/MjFH70tpHek9gbyY7E2xuIfcU+51FPvB+p9ysghbiKG5ymrDd99vOnRe50lAcsozan3GRbgCWaAwmxnruSIMf8WS4SEQ5IPDRcWWYTYoA118KKoawSAjCIL4oWWyGUcKv/Losqf3kS75fS8xQGz/AYEUNPNEp8CSziS25z8bEeZtFFuBh6KRi9ZobzVqO+6yEBpR7tz8CE4jU0vKqV0ZrjZ9GiRejr68Nf//pXUeYvf/kL+vr6RjYPkEGEVVSIGVMdcoZljvbdUs4gkJJOuGptnzEMqdqYcHvVthuFWEz4MbG90cuY7A0koZXgvtOXpcJgakNCKkqElRKmFHbH0TxgKA5iqwGciPhZVm1OuSlpGopqIvgxEz1+CPAuoJHuk7TpKIyFwiGBUoaGA1IIQExdkfOXu6rhUfaX8CgNPVnjOr2c5v1KG34Uy00G0OD98soYQpZyrxOI74nqhy8MrJrnoT74uii8lG11gWWqHxfhoBH6yCRjGDIO+acRnlkHRNG9UbgRf/4VjgdcuHAB//73v8X348eP4x//+AeampowY8YMMcfP7NmzMXv2bGzZssU6x891112HpqYm3Hvvvcqgng9/+MNYtmwZ7rzzTjz66KMAvGko2trajCMgo3D8Uc5CBBhCjdawpFxe26ZUlDCkFTkNQjQEqg1Sy4VCkoBkf8LHWmxQsmMK56OahVfsnIoJwo965w/AiOyN7iVLknhvPAejKURihFZxxLV9XeS2Uu6XM84TZ5GXXRXbnGoi8wJM4MJ/viN5F0ds2WIeGBLm/pMbzgMTOVriu2oQRzo/j1JnyBBKQgwYkUE3Ca/QoIA03q+gfET4UZnRXfqsiLIE3i9RVvaCJQ09phRfSURX6Dz4Iiyoj+BYjV5oecy1KY41KhzgomrzMf72t7/h85//vPi+YcMGAEB7ezu2b98+anP8PPnkk/jBD34gRkveeuut2LZtW8ntVkQYoOSFiUWImZMvjRhL6j2T7Yaho6guixdhAKxCDLCITMSIUL29WvuKRA9istWld/j8hni4UCIipdibyNCjvEtX/mwOP6bBqYHwyju55AIu7DFLsVM978sPPTo1iLxmq9nmVBNXjwCTcYv3W6xnDBCuaO+iJu+ikz1mLoGCOcKUDSUvl8HjJTxZSTxm8HemizBgzBJiEyXDKuIL0ueYcGRM+FHvUQKQDJlk0Cy9Ub1cKPQ4SuLLLLzSiLDG4nkwzc9jIa4TIf4ohr3rISqPjIZRtcZw8eLFkSkCjuNg8+bN2Lx5s7VMkkE9TU1N2LFjx0iaamhbMhEGJBAiIwhPpvWCJRNhsJRHyP7Y2mRvcHhdbDg0yvsle9xLCT/CIKBi7I3VxEZ4v0r2eEkOTF2ERdWr//fJ3i95DrC0bXFyQK4m2nZUs82pJjItwLw/Top2v/pCyuR6HdG+I0SV3SDGecFMZQDdGwZIrn9jrzTlXRUKQ9rEl3kYeOrwo9Qblcspf8Ra6IAkgRQyriEBFz73keIrKCPN8eNto4svs/AiXIKDCcZ13jaNqhcsIabOg5JD4Z8jd9hq67xtqA+gOvM6DKZqExOodd/7bBJhQOlCbDSwesFsIgxiGYBIb5i6HkYxlaqpoe3jctbip9cwhRxjw4+GTiAQtjdKmYh0B6v3KwU2L5cswoJykfVoIxuNSPmmwTbKVBRSPhgc+E4Ku6Jkm5OMTAuwgCR5YEQEx3VGR4wF2kl8zSX2OhXbk0yEAQh5w7x9WoSYjDUGbzaa9iHgQZtExbEjkvwKPXQDBlmQFUeeBmWUnC5fEKnhRc1ISt4vW+gxEje5+CJcshyqutwuyCDCkEAyD621zdKfhxvRrfTaZh6lSZblTByqCANQUSEW6vTFhCJVPBskNo3whgXrAST06hvaarQdJuEVtE1dpm+fevSjqIdCNilOqFlzTVEsJyg51GjwaGs/Q/AfFjWiMPQ/JyfU60/fQNHrLnvfvfwvWXwnu27Z5iTjqhBgAheJ8sCI4IUYgzywpIP6pFCluUCSMGR1JcQmS4a1DQM3J8IWR0uGe6PW8CPS90ZFIqxkDJV6EoYeTeIrTniZcsFkD1dQ3hNiRS8Y3EY1DFn8H7dji/L6x+EOA/pPr3IRgC30ycYwDaroUH+8kDcMMIYlgTJ7xBSiQ5EBYdEWtluJOmGJ2mOrM6ITKHnci8v894gOn/4Z0ESTv33Ie6bZpBCjHGoMCHnBtDKJnAmS8PK2MVyPergyh2i75BIocr5JtjlJuLoEmIxbvB8TjZD0L+yoPDBjqNMkumDokQIhETYqCbGAUYylxpoMq4uvCO9XkvBjgNQbFeHHlL1RsQ9LGECsTyK+RPlo8RWVhC+vC8RYMTzpiTDjdm44PyMK5Vgk75+9XZdgu9UJQ9EbMyFUoRVcPOm9YcDoCrHkXrCRiLCAUlWGXk9xX0XSdAJRWofP1e/7cF6X0uGT6krk/UpAIK4UkRX8D0lesFCul8k+RK2DQXzJ3i9p2ptY20Pkn29EdvrY5iQj0wIs+JN2UPk8sMgwpEWk6XXIIgyAJNYAqxAL6g9IExZImAwbmQhrqpYce2+UDL3RkBdMzutSE+yLwkPyfgWkDT3K+An3NvGVLAlf9oClz/kyoXhyjefJiTX8bAxHn7C3K6E3DIgUYsDIxFiyhPwowiIMMIUb9X/qqIswPm9L3b++zjJYKGWHTy8nPpu88IhYpouvtKHGmvA2NhEGICTE9GMQ22iojxNylHJq6BHWiJHpP1OcDxZgIyaTAizwnLhDA96Q2ByAYac4R4njX1CByvdzNynnxbCdcfATCf3vvrvVAcQ0E04w6lGpwynuD345kDCsQoBJxkoYQ3mZ+OwalgHylR02fGFDV2ouhowtGdY+eaNlJJL47iWHw/VDZC7gDpO33AVoyDcs5H12h6k44/yQ99kdKn6mYe+zO+R/dgkIPg9JgswF6IrU8w3q9IWeLfRIFOR8DQJCdF3SQo9xox/7/PfA+9UHBxPEOzAIwiAcdwIcqgWRg1wO3jkZApxaxz9+IDfO8dvoAA7g5gAMOcAggBrHv8jhvZMDogH/9zFdC4dG9JfMFM/r8MCAYZ353rGvD1aUkCKQAEWAGe1OgM3+eHs21j0mtgaAdpyRE8mabA45IiRPvk0hKt7vFNif4L4fLnbsAvsDN8bmDBHoCsICTPawSe/F5QYvmU0Qyn1xzaul5IUluSwkUSVOJ0GM5lecuDX+o/lcwCHHG9jjOnCHHDjDDtwrDpxBf8eB3XfZ5oyUTAqw/v5+AMC7+x+pcEsYJhrS3pUVwyg5UddGf38/8vk8AKCurg6FQsH6wOmAQqGAujrziCXG48yZMwCAVx98rMItYZjqgm1O6Tg0Js/pGVtc18XRo0dxww034K233sI111xT6SZlhvPnz2P69Ol83kqgms8dEaG/vx+tra3I5Ypeg/feew+Dg9HDvuvq6tDQ0DDWTcw0586dw7XXXouTJ0+KP5usUs3XcRquluMAsnksbHNGTiY9YLlcDlOnTgUAXHPNNZm5YKsJPm+lU63nziQMGhoa2NCNAsEfTD6fr8rfvhSq9TpOy9VyHED2joVtzsgodRYihmEYhmEYpkRYgDEMwzAMw5SZzAqw+vp6bNq0CfX19ZVuSqbg81Y6fO7ev1xNv/3VcixXy3EAV9exMMnJZBI+wzAMwzBMlsmsB4xhGIZhGCarsABjGIZhGIYpMyzAGIZhGIZhygwLMIZhGIZhmDLDAoxhGIZhGKbMZFKA/eIXv8CsWbPQ0NCABQsW4KWXXqp0kyrKiy++iFtuuQWtra1wHAe7du1S1hMRNm/ejNbWVowfPx6LFy/Ga6+9ppQZGBjA+vXrMWnSJDQ2NuLWW2/F22+/XcajKD8/+clP8IlPfAITJ05Ec3MzVqxYgaNHjypl+NwxQPXbnCTX8po1a+A4jvK68cYblTKVvpY3b94camOhUBDrs3Q/fuADHwgdi+M4WLt2LYBs/B7M2JI5AfbUU0+ho6MDDzzwALq7u/GZz3wGy5cvx8mTJyvdtIpx8eJFzJ8/H9u2bTOuf/DBB/HQQw9h27ZtOHToEAqFApYsWSIeag4AHR0d6OzsxM6dO/Hyyy/jwoULaGtrw/DwKD8tuorYv38/1q5di4MHD2Lv3r0YGhrC0qVLcfHiRVGGzx2TBZuT5FoGgGXLluHUqVPi9eyzzyrrq+Fa/shHPqK0saenR6zL0v146NAh5Tj27t0LAPjKV74iymTh92DGEMoYn/zkJ+nuu+9Wln3oQx+iH/3oRxVqUXUBgDo7O8V313WpUCjQ1q1bxbL33nuP8vk8/epXvyIionPnzlFtbS3t3LlTlPnPf/5DuVyOnnvuubK1vdKcPn2aAND+/fuJiM8d45FFm6Nfy0RE7e3tdNttt1m3qYZredOmTTR//nzjuqzfj/fccw9df/315LouEWXj92DGlkx5wAYHB3H48GEsXbpUWb506VK88sorFWpVdXP8+HH09vYq56y+vh6f+9znxDk7fPgwrly5opRpbW3F3Llz31fnta+vDwDQ1NQEgM8dk12bo1/LAV1dXWhubsacOXNw55134vTp02JdtVzLx44dQ2trK2bNmoWvfvWreOONNwBk+34cHBzEjh078K1vfQuO44jlWfg9mLEjUwLsf//7H4aHhzFlyhRl+ZQpU9Db21uhVlU3wXmJOme9vb2oq6vDtddeay1ztUNE2LBhAz796U9j7ty5APjcMdm0OaZrGQCWL1+OJ598Ei+88AJ+9rOf4dChQ7j55psxMDAAoDqu5YULF+J3v/sd9uzZg1//+tfo7e3FTTfdhDNnzmT6fty1axfOnTuHNWvWiGVZ+D2YsWVcpRtQCnIPAvAMjr6MUSnlnL2fzuu6devw6quv4uWXXw6t43PHZMnm2K7lVatWic9z587Fxz/+ccycORN//OMfcfvtt1vrK+exLl++XHyeN28eFi1ahOuvvx6//e1vRYJ6Fu/Hxx9/HMuXL0dra6tYloXfgxlbMuUBmzRpEmpqakLq//Tp06FeEeMRjCCKOmeFQgGDg4M4e/astczVzPr16/HMM89g3759mDZtmljO547Jms2xXcsmWlpaMHPmTBw7dgxAdV7LjY2NmDdvHo4dO5bZ+/HNN9/E888/j+985zuR5bLwezCjS6YEWF1dHRYsWCBGkwTs3bsXN910U4VaVd3MmjULhUJBOWeDg4PYv3+/OGcLFixAbW2tUubUqVM4cuTIVX1eiQjr1q3D008/jRdeeAGzZs1S1vO5Y7Jic+KuZRNnzpzBW2+9hZaWFgDVeS0PDAzg9ddfR0tLS2bvxyeeeALNzc340pe+FFkuC78HM8pUIvN/JOzcuZNqa2vp8ccfp3/+85/U0dFBjY2NdOLEiUo3rWL09/dTd3c3dXd3EwB66KGHqLu7m958800iItq6dSvl83l6+umnqaenh772ta9RS0sLnT9/XtRx991307Rp0+j555+nv//973TzzTfT/PnzaWhoqFKHNeZ873vfo3w+T11dXXTq1CnxunTpkijD547Jgs2Ju5b7+/tp48aN9Morr9Dx48dp3759tGjRIpo6dWpVXcsbN26krq4ueuONN+jgwYPU1tZGEydOFOc6a/fj8PAwzZgxg+677z5leVZ+D2ZsyZwAIyJ65JFHaObMmVRXV0cf+9jHlKHW70f27dtHAEKv9vZ2IvKGb2/atIkKhQLV19fTZz/7Werp6VHquHz5Mq1bt46amppo/Pjx1NbWRidPnqzA0ZQP0zkDQE888YQow+eOIap+mxN3LV+6dImWLl1KkydPptraWpoxYwa1t7eHrtNKX8urVq2ilpYWqq2tpdbWVrr99tvptddeE+uzdj/u2bOHANDRo0eV5Vn5PZixxSEiKrPTjWEYhmEY5n1NpnLAGIZhGIZhrgZYgDEMwzAMw5QZFmAMwzAMwzBlhgUYwzAMwzBMmWEBxjAMwzAMU2ZYgDEMwzAMw5QZFmAMwzAMwzBlhgUYwzAMwzBMmWEBxjAMwzAMU2ZYgDEMwzAMw5QZFmAMwzAMwzBl5v8B8TGuZyiV8MYAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "\n", "fig, (ax1, ax2) = plt.subplots(1,2)\n", "plt.subplots_adjust(wspace=0.35)\n", "\n", "im1 = ax1.imshow(raster1.read(1), cmap='gist_earth', vmin=250, vmax=750)\n", "divider = make_axes_locatable(ax1)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", "cbar = plt.colorbar(im1, cax=cax)\n", "cbar.set_label('m')\n", "\n", "\n", "im2 = ax2.imshow(np.flipud(array), cmap='gist_earth', vmin=250, vmax=750)\n", "divider = make_axes_locatable(ax2)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", "cbar = plt.colorbar(im2, cax=cax)\n", "cbar.set_label('m')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Calculating the difference. The array is turned so that the right values are substracted from the original raster." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:23.330325Z", "start_time": "2020-12-13T10:27:23.285297Z" } }, "outputs": [ { "data": { "text/plain": [ "array([[-16.41678396, -13.61172709, -10.87035877, ..., -3.19775272,\n", " -3.22781911, -3.10479498],\n", " [-16.47500144, -13.72951014, -11.06531114, ..., -2.5296072 ,\n", " -2.54858561, -2.41534018],\n", " [-16.65319032, -13.99706557, -11.45171536, ..., -1.86637421,\n", " -1.8699199 , -1.72295418],\n", " ...,\n", " [-84.66600704, -82.48561266, -80.28644375, ..., -22.60844144,\n", " -22.88386594, -22.15305095],\n", " [-85.70802569, -83.51980015, -81.31276338, ..., -23.11606161,\n", " -23.39106379, -22.70976508],\n", " [-86.71828282, -84.52284361, -82.30832183, ..., -23.66986812,\n", " -23.95510436, -23.32702576]])" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "diff = gg.raster.calculate_difference(raster1=raster1.read(1),\n", " raster2=array,\n", " flip_array=True)\n", "\n", "diff" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plotting the difference. The difference is caused by a different interpolation algorithm that was used to create the array. " ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:23.520988Z", "start_time": "2020-12-13T10:27:23.332319Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "im = plt.imshow(diff, cmap='coolwarm', vmin=-50, vmax=50)\n", "cbar = plt.colorbar(im)\n", "cbar.set_label('Difference [m]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Resizing a raster by extent\n", "\n", "We can easily resize an array by providing a width and height for the returning array." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:23.584492Z", "start_time": "2020-12-13T10:27:23.522959Z" } }, "outputs": [ { "data": { "text/plain": [ "(1069, 972)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "array_resized = gg.raster.resize_raster(raster=raster1, \n", " width=972,\n", " height=1069)\n", "array_resized.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plotting the new array." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:23.823109Z", "start_time": "2020-12-13T10:27:23.586489Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "im = plt.imshow(array_resized, cmap='gist_earth')\n", "cbar = plt.colorbar(im)\n", "cbar.set_label('m')" ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2020-11-30T17:59:01.530110Z", "start_time": "2020-11-30T17:59:01.514110Z" } }, "source": [ "## Resize raster by array\n", "\n", "A raster can also be resized to fit the size of another array.\n", "\n", "Printing the shapes of the arrays." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:23.839116Z", "start_time": "2020-12-13T10:27:23.825111Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(275, 250)\n" ] } ], "source": [ "print(raster1.shape)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:23.855115Z", "start_time": "2020-12-13T10:27:23.841109Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1069, 972)\n" ] } ], "source": [ "print(array.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Resizing the raster to the size of the array." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:23.918147Z", "start_time": "2020-12-13T10:27:23.858115Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1069, 972)\n" ] } ], "source": [ "array_resized = gg.raster.resize_by_array(raster=raster1,\n", " array=array)\n", "\n", "print(array_resized.shape)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:24.155723Z", "start_time": "2020-12-13T10:27:23.920128Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "im = plt.imshow(array_resized, cmap='gist_earth')\n", "cbar = plt.colorbar(im)\n", "cbar.set_label('m')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Saving array as tiff\n", "\n", "Arrays can easily be saved as rasters using ``save_as_tiff``. " ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:24.187248Z", "start_time": "2020-12-13T10:27:24.157731Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Raster successfully saved\n" ] } ], "source": [ "gg.raster.save_as_tiff(raster=array,\n", " path= file_path + 'output_raster.tif',\n", " extent=[0,972,0,1069],\n", " crs='EPSG:4326',\n", " overwrite_file=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Merging rasters\n", "\n", "Several different rasterio objects/raster files can be merged using the ``merge_tiles(..)`` function. Before that, a list of file paths and and a list of loaded rasterio objects needs to be created first.\n", "\n", "Rasters downloaded from https://www.tim-online.nrw.de/tim-online2/ " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Creating List of Filepaths\n", "\n", "A list of filepaths with all raster files can be created using ``create_filepaths(..)``.\n" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:24.203233Z", "start_time": "2020-12-13T10:27:24.188236Z" } }, "outputs": [ { "data": { "text/plain": [ "['C:\\\\Users\\\\ale93371\\\\Documents\\\\gemgis\\\\docs\\\\getting_started\\\\tutorial\\\\data\\\\09_raster_operations_gemgis\\\\tile_292000_294000_5626000_5628000.tif',\n", " 'C:\\\\Users\\\\ale93371\\\\Documents\\\\gemgis\\\\docs\\\\getting_started\\\\tutorial\\\\data\\\\09_raster_operations_gemgis\\\\tile_292000_294000_5628000_5630000.tif',\n", " 'C:\\\\Users\\\\ale93371\\\\Documents\\\\gemgis\\\\docs\\\\getting_started\\\\tutorial\\\\data\\\\09_raster_operations_gemgis\\\\tile_292000_294000_5630000_5632000.tif',\n", " 'C:\\\\Users\\\\ale93371\\\\Documents\\\\gemgis\\\\docs\\\\getting_started\\\\tutorial\\\\data\\\\09_raster_operations_gemgis\\\\tile_294000_296000_5626000_5628000.tif',\n", " 'C:\\\\Users\\\\ale93371\\\\Documents\\\\gemgis\\\\docs\\\\getting_started\\\\tutorial\\\\data\\\\09_raster_operations_gemgis\\\\tile_294000_296000_5628000_5630000.tif',\n", " 'C:\\\\Users\\\\ale93371\\\\Documents\\\\gemgis\\\\docs\\\\getting_started\\\\tutorial\\\\data\\\\09_raster_operations_gemgis\\\\tile_294000_296000_5630000_5632000.tif',\n", " 'C:\\\\Users\\\\ale93371\\\\Documents\\\\gemgis\\\\docs\\\\getting_started\\\\tutorial\\\\data\\\\09_raster_operations_gemgis\\\\tile_296000_298000_5626000_5628000.tif',\n", " 'C:\\\\Users\\\\ale93371\\\\Documents\\\\gemgis\\\\docs\\\\getting_started\\\\tutorial\\\\data\\\\09_raster_operations_gemgis\\\\tile_296000_298000_5628000_5630000.tif',\n", " 'C:\\\\Users\\\\ale93371\\\\Documents\\\\gemgis\\\\docs\\\\getting_started\\\\tutorial\\\\data\\\\09_raster_operations_gemgis\\\\tile_296000_298000_5630000_5632000.tif']" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "paths = gg.raster.create_filepaths(dirpath=file_path, search_criteria = 'tile*')\n", "paths" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Creating List of Rasterio Objects" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:24.251252Z", "start_time": "2020-12-13T10:27:24.204242Z" } }, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ]" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "raster_objects = gg.raster.create_src_list(dirpath=file_path, search_criteria = 'tile*')\n", "raster_objects" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:24.298254Z", "start_time": "2020-12-13T10:27:24.253244Z" } }, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ]" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "raster_objects = gg.raster.create_src_list(filepaths=paths)\n", "raster_objects" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Merging Rasters\n", "\n", "The loaded list of rasters can now be merged using ``merge_tiles(..)``. The result will the array that is created and the transform associated with the array." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:24.678402Z", "start_time": "2020-12-13T10:27:24.302254Z" } }, "outputs": [], "source": [ "mosaic, transform = gg.raster.merge_tiles(src_files=raster_objects)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:24.694414Z", "start_time": "2020-12-13T10:27:24.680396Z" } }, "outputs": [ { "data": { "text/plain": [ "numpy.ndarray" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(mosaic)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:24.710419Z", "start_time": "2020-12-13T10:27:24.695414Z" } }, "outputs": [ { "data": { "text/plain": [ "affine.Affine" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(transform)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:24.726419Z", "start_time": "2020-12-13T10:27:24.711419Z" } }, "outputs": [ { "data": { "text/plain": [ "array([[200.72, 200.73, 200.72, ..., 204.42, 204.45, 204.45],\n", " [200.74, 200.74, 200.75, ..., 204.43, 204.44, 204.48],\n", " [200.76, 200.76, 200.76, ..., 204.42, 204.48, 204.5 ],\n", " ...,\n", " [329.15, 328.86, 328.74, ..., 242.45, 242.38, 242.28],\n", " [329.29, 329.06, 328.87, ..., 242.45, 242.39, 242.31],\n", " [329.47, 329.3 , 329.09, ..., 242.42, 242.37, 242.32]],\n", " dtype=float32)" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mosaic" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:24.742418Z", "start_time": "2020-12-13T10:27:24.728407Z" } }, "outputs": [ { "data": { "text/plain": [ "Affine(1.0, 0.0, 292000.0,\n", " 0.0, -1.0, 5632000.0)" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "transform" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2020-12-13T10:27:26.413828Z", "start_time": "2020-12-13T10:27:24.744411Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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