{ "cells": [ { "cell_type": "markdown", "id": "f99a0a58", "metadata": {}, "source": [ "# Calculer des relations Hauteur/Surface/Volume depuis une matrice d'altimétrie" ] }, { "cell_type": "code", "execution_count": null, "id": "b0db0b52", "metadata": {}, "outputs": [], "source": [ "import _add_path # for debugging purposes only - must be removed in production\n", "\n", "import numpy as np\n", "from pathlib import Path\n", "import matplotlib.pyplot as plt\n", "\n", "from wolfhece import is_enough\n", "if not is_enough('2.2.35'):\n", " raise ImportError(\"This code requires wolfhece version 2.2.34 or higher. -- try pip install wolfhece --upgrade\")\n", "\n", "from wolfhece.wolf_array import WolfArray\n", "from wolfhece.pydownloader import toys_dataset\n", "from wolfhece.PyVertexvectors import Zones, zone, vector, wolfvertex as wv" ] }, { "cell_type": "markdown", "id": "a64663b0", "metadata": {}, "source": [ "## Importer des données d'altimétrie" ] }, { "cell_type": "code", "execution_count": 2, "id": "9baf91b0", "metadata": {}, "outputs": [], "source": [ "a = WolfArray(toys_dataset('SurfaceVolume', 'elevation.tif'))" ] }, { "cell_type": "code", "execution_count": 3, "id": "025beb3e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Minimum : 167.037\n", "Maximum : 185.0\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "a.plot_matplotlib(with_legend=True)\n", "print('Minimum : ', a.array.min())\n", "print('Maximum : ', a.array.max())" ] }, { "cell_type": "markdown", "id": "177b46df", "metadata": {}, "source": [ "## Calculer les relations Surface/Volume\n", "\n", "Dans ce cas, on souhaite calculer les relations surface/volume en fonction de l'altimétrie.\n", "\n", "On doit ainsi fournir :\n", " - la valeur minimale à considérer\n", " - la valeur maximale à considérer\n", " - le nombre d'intervalles à calculer\n", " - la méthode de calcul\n", "\n", "Sur cette base, le code va itérer sur les altitudes successives. Il va évaluer les grandeurs utiles (surface et volume) et tracer les courbes résultantes.\n", "\n", "Les valeurs sont sauvegardées dans un fichier texte qui est par défaut dans le sous-répertoire \"surface_volume\" de la matrice chargée.\n", "\n", "Est également sauvegardée la matrice contenant les mailles utilisées pour les différents intervalles calculés --> 'surface_volume_extension.tif'. Attention, la numérotation est basée 1." ] }, { "cell_type": "code", "execution_count": 4, "id": "122c8514", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 26/26 [00:00<00:00, 239.20it/s]\n" ] }, { "data": { "image/png": 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FgwYNktGjR2f62o3yOyKyd/+Wlb8fjqwRkVM7sv7f7LPqyCD6Zqw6jvNGglGyxYsXy507d9R0KEbbEhISpFWrVuY2lStXltKlS6tgDfC1WrVq5kANMCKGTl8bnUMby9fQ2mivgVE5vJdlG29vb/Vca5OWuLg49V6WDyISh/ZvDNaIyCkwFYA7TltD+doxnDfClOjBgwfVejSsJ+vXr58sX75cwsPDJTo6Wo2MFSxY0Ko9AjOcA3y1DNS089q59NogsLp37578888/KlC01UZ7jbRMmTJFjQRoD4zGERldkoP7NwZrROQUu05dS3XHaQldGM6jnaerVKmSWku2c+dO6d+/v/Ts2VOOHDki7mDMmDFqykZ7nD171tWXROTx/VuuHFwbEVGmXb4Va9d27gyjZ8jQhDp16sju3btlxowZ0qVLFzVFibVllqNryAYNCQlR3+NryqxNLVvUsk3KDFI8x5qYgIAA8fHxUQ9bbbTXSAtGA/EgIuf1bxxZIyKnKJbP367tPAkW92MtGAK33Llzy4YNG8znjh8/rkp1YE0b4CumUS2zNtetW6cCMUylam0sX0Nro70GgkW8l2UbXAOea22ISD/9G0fWiMgp6pUtrLKi0poq8MKIUAF/1c6TYRqxbdu2Kmng1q1bKvMTNdFQVgNrwPr06aNKaiBDFAEYsjMRQCETFFq3bq2Csu7du8vUqVPVGrOxY8eq2mzaiBfWwSHLc+TIkdK7d2/ZuHGjLF26VGWIavAemH6NiIiQevXqyUcffaQSHV588UWXfTZE7t6/Rd+MtbluLaf9G4M1InIKH28vlb7e75t9NjsywHm082QYEevRo4dcvHhRBWcokItA7bHHHlPnp0+frjIzUQwXo23I4vz000/N/x7TlytXrlRr3RDEBQYGqqBr0qRJ5jZly5ZVgRlqtmF6FbXdvvjiC/VaGky5otQH6rMh4KtZs6Yq65Ey6YCIMt+/IevTEf0b66w5GGsQEf0rNiFJak5aK7EJyVbHjV5nzZ3xd0T0L5TnGL/isFyKibNrnTWOrBGR02w4elkFaiUK+su0zjXkn9txag0HpgY8fUSNiDzf41WLS6OwIKk2Ya16Pq9XXWlSsWiO+zcGa0TkNMv3n1Nfn6n1kOrQiIg8jY9FYFa/nH1uRJkNSkROce1OvGw6fkV936HmQ66+HCIit8FgjYicYtWBC5KYbJKqD+WXCsH5XH05RERug9OgROQUy/efV185qkZE7i4p2aR2I0CRW2esu2WwRkQO9/fVO7LvzA1BX/Z0jRKuvhwiohxlfGKfT8uakellfNoDp0GJyGmjao0rFJVi+Y23QwEReU6g1v+bfamKe6MYLo7jvCMwWCMih0Ipxx8fBGvP1OKoGhG579TnxJ+P2NyhwPTggRprt2IT7f7eDNaIyKGizt6Q01fvSkBuH2kdnv4m4UREerXr1LU0t8vToBhu/cnW+/LaA4M1InIobVStzcPBEujHZbJE5J4u30o/UEspIrSQukk1RLD23nvviZeXlwwZMsR8rFmzZuqY5QMbF1s6c+aMtGvXTvLkySPFihWTESNGSGKi9dAkNk+uXbu22vw4LCxM5s+fn+r9Z82aJWXKlBF/f3+pX7++7Nq1y4E/LZFnSUhKlp8P3F/D0aEWs0CJyH0Vy5e59bbYteDIpDayrF9DFZ94fLC2e/du+eyzz9RGxyn17dtXbYSsPaZOnWo+l5SUpAK1+Ph42b59uyxYsEAFYtiwWHPq1CnVpnnz5hIVFaWCwZdeekltqKxZsmSJDBs2TMaPHy/79u2TGjVqqI2QsREzEaW/tiPy5FWZtuaYKoYblNdXGnPHAiJyY/XKFlZZn2mFXziO89heKo9vLrsFaroO1m7fvi3PP/+8zJ07VwoVKpTqPEbMQkJCzA/LDVDXrl0rR44ckW+++UZq1qwpbdu2lbfffluNkiGAgzlz5kjZsmXlgw8+kCpVqsjAgQOlc+fOMn36dPPrfPjhhyoofPHFFyU8PFz9G7zvV1995aRPgcj9IBuq8fsb5bm5O+TzLafUsXvxSbL+6CVXXxoRUbahjhrKc9iihWU474h6a7oN1gYMGKBGvlq1amXz/MKFCyUoKEiqVq0qY8aMkbt375rPRUZGSrVq1SQ4ONh8DCNi2N3+8OHD5jYpXxttcBwQ1O3du9eqjbe3t3qutSGizKW134lPcmhaOxGRM6CO2uwXaktwfj+r4yEF/NVxR9VZ0+Vq38WLF6tpR0yD2tKtWzcJDQ2VEiVKyIEDB2TUqFFy/Phx+eGHH9T56Ohoq0ANtOc4l14bBHT37t2T69evq+lUW22OHTuW5rXHxcWphwavR2T0tHYNzj8WHuLQSt9ERI6EgKxRWJBUm7DWvEYNU5+G2sHg7NmzMnjwYFm3bp1a1G/Lyy+/bP4eI2jFixeXli1bysmTJ6V8+fLiSlOmTJGJEye69BqI9JjWjiAO59GuYfkiTr02IiJ7sgzM6pdz7FZTupwGxdQjFvAjSzNXrlzqsXnzZvn444/V9xjtSglZmnDixAn1FWvYLl2yXh+jPce59Npg7VtAQICaYvXx8bHZRnsNWzAle/PmTfMDwSeREWQ2rT2r6e9EREanu2ANI2QHDx5UGZraIyIiQiUb4HsEUCnhOGCEDRo2bKhewzJrEyN1CMSQKKC12bDBunAd2uA4+Pr6Sp06dazaJCcnq+daG1tQBgTvY/kgMoLMprVnth0REel0GjRfvnwqacBSYGCgFClSRB3HVOeiRYvkiSeeUMewZm3o0KHSpEkTc4mP1q1bq6Cse/fuqqQH1qeNHTtWJS0gmALUZZs5c6aMHDlSevfuLRs3bpSlS5fKqlWrzO+Lsh09e/ZUwWK9evXko48+kjt37qjsUCKyndae1lSo14NFuGhHRKT3Nbi7Tl1TMwG4wUS/5cq1troL1jKCEa/169ebA6dSpUpJp06dVDCmwejbypUrpX///moUDMEegq5JkyaZ26BsBwIzBHozZsyQkiVLyhdffKEyQjVdunSRK1euqPpsCPhQBmT16tWpkg6I6N+09n7f7HN6WjsRkb0gax3JUJY3nrgRRf/lqGzPjHiZsMsyOQyyQQsUKKDWr3FKlIyg+5c7Zeuf/1gdy25Hx78f/ePviDyx/JApxXHtFlMrz3E3PlHCx90voo/dClAE15F/P243skZE+hWbkCR/nL2hvn/ziSpSLL+fLqYQiIhyUn5IOzZ+xWFVtiMuMVmcicEaEdkNdimIiU2UEgX8pU/jsuLNAI2IPKT8EFyKiTPXVzN0NigRua/v955TX5+p/RADNSJyK5ezUVYoIrSQBOROXaXC3jiyRkR26+i2PFir1rF2SVdfDhFRlmS2rBB2LEAhXECgZs8N29PCkTUisouf9l9Qaz5qlS4o5YvmdfXlEBFlq/xQWqEXjuM8tpZCQgEezgjUgMEaEeUYksq/33d/CrQTR9WIyI3LD9ni6vJDDNaIKMcOX4iRY9G3xDeXtzxVvYSrL4eIKFtQlgPlOYLz3y+gr0FBb61shytwzRoR5Zg2qvZYlWApkCe3qy+HiCjbEJChPIeW9Yk1apj6dGX5IY6sEVGOxCcmy09RF9T3netwCpSI3J+PRWCGZAJX14lksEZEObLp+GW5dideiubzk0crBLn6coiIPA6nQYkoRxsdz/zthHr+dI0SksuH939E5B6SdLZZe3oYrBGRXTY6/inqvNQtU8hlC3CJiNx5s/b08DaYiLK10XHKbVmu3o5Xx3GeiMjd+rDom7G67cMYrBGRXTc6xnm0IyJytz7M9GCz9luxiaInDNaIyG4bHaOjw3m0IyJy183a60/eIHrCYI2I7L7RcXY2RCYicrTLWeybnLVRe0aYYEBEdt/oOLPtiIj0vFl7gJM2as8IR9aIKMsbHUsGGx2jHRGRu2/W7qWDQA0YrBGRR2x0TETkqX0YgzUiypLapQuJrX7M1RsdExG582bt6eGaNSLKku/3nRdU5kDQNqJNJbeo/k1EpPfN2tPDYI2IMs1kMsmyPWfV913qlpSG5Yu4+pKIiDxis/b0MFgjokzb8/d1+eufO5LH10faVS/h6sshIvKIvT8zwmCNiDJt6e77o2rtqhWXvH7sPohIn1a72d6fGWGCARFlyu24RFl18P6eeV3qlnL15RAReczenxlhsEZEmbLqwAW5G58k5YICpU5oIVdfDhFRDvb+TFD9mbvgPAYRZcqSB1Ogz0aU0k2hSCKi7Oz9qWWBuguOrBFRhk5cviX7ztxQi3M71X7I1ZdDRGS3fYn1sv9nejiyRkQZWrbnnPravFJRKZaf+34SkWfs/Ql62f8zPRxZI6J0JSQly/f77gdr/xfBxAIi8py9P/PoaP/P9DBYI6I0F+pGnrwq7/96TP65HS9BeX2leeVirr4sIiKP2/szI5wGJaJM1Si6F58kG45ecssaRURkvL0/x684rJIJLPf+ZJ01IvLoGkV34pPctkYRERnL41WLy/phTa3WqG0b1cItAzVgsEZEmapRpMF5tCMi0jMfN9r70+2Dtffee08t/hsyZIj5WGxsrAwYMECKFCkiefPmlU6dOsmlS5es/t2ZM2ekXbt2kidPHilWrJiMGDFCEhMTrdps2rRJateuLX5+fhIWFibz589P9f6zZs2SMmXKiL+/v9SvX1927drlwJ+WSN81ihCi4TzaERGRc+g6WNu9e7d89tlnUr16davjQ4cOlZ9//lmWLVsmmzdvlgsXLkjHjh3N55OSklSgFh8fL9u3b5cFCxaoQGzcuHHmNqdOnVJtmjdvLlFRUSoYfOmll2TNmjXmNkuWLJFhw4bJ+PHjZd++fVKjRg1p06aNXL582UmfAJE+axRlp5YREZEjkqB+ijqvvnryiL9ug7Xbt2/L888/L3PnzpVChf7d2ubmzZvy5ZdfyocffigtWrSQOnXqyLx581RQtmPHDtVm7dq1cuTIEfnmm2+kZs2a0rZtW3n77bfVKBkCOJgzZ46ULVtWPvjgA6lSpYoMHDhQOnfuLNOnTze/F96jb9++8uKLL0p4eLj6Nxip++qrr1zwiRDpp0ZRZtsRETnC6kMXpfH7G+W5uTtk8OIo9RXPPXVNrW6DNUxzYuSrVatWVsf37t0rCQkJVscrV64spUuXlsjISPUcX6tVqybBwcHmNhgRi4mJkcOHD5vbpHxttNFeA0Ed3suyjbe3t3qutbElLi5OvY/lg8jdahRJBjWK0I6IyBVWe+BG7W4ZrC1evFhNO06ZMiXVuejoaPH19ZWCBQtaHUdghnNaG8tATTuvnUuvDYKre/fuyT///KOmU2210V7DFlxzgQIFzI9SpVhElNyHp9YoIiLPkOShG7W7XZ21s2fPyuDBg2XdunVqUb+7GTNmjFrnpkHwx4CN3Embh0OkRAF/uZDirtWdaxQRkWfY5aEbtbtdsIapRyzgR5amBiNcW7ZskZkzZ6oEAExR3rhxw2p0DdmgISEh6nt8TZm1qWWLWrZJmUGK5/nz55eAgADx8fFRD1tttNewBZmleBC5q31nrqtAzT+3t8zqVltuxyWqNWqY+uSIGhG50mUP3ajd7YK1li1bysGDB62OYYE/1qWNGjVKjVLlzp1bNmzYoEp2wPHjx1WpjoYNG6rn+Pruu++qoA9lOwAjdQjEkCigtfnll1+s3gdttNfAVCuSF/A+HTp0UMeSk5PVcyQjEHmqRTvPqq9PVS8hLatYLwMgInKlYh66UbvbBWv58uWTqlWrWh0LDAxUNdW043369FFTjYULF1YB2KBBg1SQ1aBBA3W+devWKijr3r27TJ06Va0xGzt2rEpa0Ea9+vXrp0bqRo4cKb1795aNGzfK0qVLZdWqVeb3xXv07NlTIiIipF69evLRRx/JnTt3VPBI5Ilu3kuQVQcvqO+71ivt6sshIrKZBIVkAlvr1rweLNnARu2eNBOgywSDjKC8xpNPPqlG1po0aaKmJX/44QfzeUxfrly5Un1FEPfCCy9Ijx49ZNKkSeY2KNuBwAyjaaifhhIeX3zxhcoI1XTp0kX+85//qPpsKAGCemyrV69OlXRA5ClQryg2IVkqBeeT2qWtk3jIPpCEVLduXXVjipF/jNxjdsBSs2bN1EiA5QM3mJZY+JuMyMegSVBeJpPJc6vI6QASDJAVivpwGAUk0it0BW1nbJVj0bdUZ/dio7KuviSP/Pt5/PHHpWvXripgQ3D1xhtvyKFDh1RtSMwiaMFaxYoVrW4wEZRpnwHW8eIGEjeq06ZNk4sXL6obUtSFnDx5srnwN2YjEOSh4DeWcKD4N25StZtSFP7Gv0MNSQRqmD1AsXEEj9oSEiP+jkj/Vh+6mGqj9uJumASV2b8fBmsOxo6M3EXU2RvSYdbv4pfLW3a+0VIK5vF19SUZ4u/nypUrKjDCbiyYKdCCNQRjCJ5s+fXXX9XsAnZv0Ub6EXBhXS9eD2tu8T0CMwSCGgSJSM7CDAEgQEPQiCUh2rpcrAvG0pLRo0dn6vqN8DsifboVm2DO+sQaNXec+szs349bToMSkf19u/OM+tquWnFdBGpGgU4asAbX0sKFCyUoKEiNjqEk0N27d83nWPibSDxqo3a3SzAgItfcof58gIkFzoaRLExNNmrUyCqxqlu3bhIaGiolSpSQAwcOqFEyTE1qa3PtUfj7+vXraRb+PnbsWLpr7iZOnGiHn54oc0Vwd526pkp2GLmEEIM1IpIVf1xQ1b7LFw2UumX+3YuXHAsZ6pim3LZtm9Xxl19+2fw9RtCKFy+uyhqdPHlSypcvL67Ewt/kzHVp2K3gokURXHdcl2YPnAYlMvAda+TJqyoD9Iutp9Sx5+qVdvt6RO4C9RqRtf7bb79JyZIl022LtWVw4sSJdIt6a+cyU/gbU6zZLfyN17B8ENmbEff/TA+DNSIDQkfX+P2N8tzcHTJ4cZSc+ueOOl4wILerL83jIacLgdry5ctVfUeUEcoIygYBRtgAJYlQPByFvzW2Cn8jAzQzhb81WuFvrQ2Rvvf/TBSj4DQokUHvWG11hCO+OyB5/XMZborB2VOfixYtkp9++knVWtPWmCEjDCNemOrE+SeeeEIVA8eataFDh6pM0erVq6u2LPxNniyz+3/Wn2x9M+LJGKwRGUh6d6wanH8sPMSQi3idYfbs2ebyHJbmzZsnvXr1UiNe69evNwdOWA+GAuAIxlIW/u7fv78aBUN9NgRdtgp/I9CbMWOGmmq1VfgbpT5Q+BsBH8qFsPA3udv+nxEesPdnRlhnzcFYg4j0BGvUMPWZkW/7NpCG5YuIq/HvR//4OyJX9VPzHuz/6c57f7LOGhFl+441q3e2RET23v8zrfDL60FWKIrg5vHN5baBWlYwWCMyENQpsmc7IiJ7M+r+n+lhsEZkIJm9Y0U7IiJXQZLT7BdqS3D++wkzmpAC/uq40ZKgGKwRGfCO1dZCVaPesRKRPiEgWz+sqdUatW2jWhguUAMGa0QGg47u/yJSF2E16h0rEemXkfb/TA9LdxAZDBLA9525ob7v3aiM1ChV0NB77hER6R2DNSKD2fHXNTlx+bbk8fWRoY9VlHz+3LWAiFyDG7VnDoM1IoP5Zuff6muHWg8xUCMil+FG7ZnHNWtEBnLlVpysOXR/e6MX6oe6+nKIyKC4UXvWMFgjMpCle85KYrJJapcuKOElWG2eiPS8UXuC3I1PcsEV6g+nQYkM1EEu2nlGff88R9WISOcbtVebsNZp16R3HFkjMohNxy/L+Rv3pGCe3NKuOteDEJFrZGc7uwgDbNaeHo6sERnENzvuJxY8W6ek+Bu40yMi18rsdnbaRu3gzpu12wNH1ogM4Oy1u7Lpf1fU9904BUpEbrRRex6DbNaeHgZrRB6+Ti3y5FWZ+PNhMZlEGocFSdmgQFdfFhEZGDdqzzoGa0QeCqnvjd/fKM/N3SHrj15Wxw5duMmUeCJyOW7UnjUM1ogMVMPoxt0E1jAiIl3gRu2Zx2CNyEA1jDQ4j3ZERK7Ejdozh8EakcFqGCFEw3m0IyIi/WOwRmTQGkbZqXVERETOxzprRAatYZTZdkREOYElFxjJxw0i+h2U7uB0Z9YwWCPy0BpGaU2Fej3IuEI7IiJHQjIT1sha9kfon1Cag4kEmcdpUCIPgzvWt56sYvMcaxgRkauz0qNvxjIrPYsYrBF5oEC/3OprynCMNYyIyNVZ6aYHj/ErDsut2EQXXJ374TQokQf67/bT6mvPR8pIm4dDuFaEiHSVlQ6XYuKk/uQNTrsmd6bLkbXZs2dL9erVJX/+/OrRsGFD+fXXX83nmzVrpvYJs3z069fP6jXOnDkj7dq1kzx58kixYsVkxIgRkphoHcFv2rRJateuLX5+fhIWFibz589PdS2zZs2SMmXKiL+/v9SvX1927drlwJ+cKOfOXL0rG4/f37GgR8NQaVi+iLSv+ZD6ykCNiJwhq9nmEaGF1Gbt5EYjayVLlpT33ntPKlSoICaTSRYsWCDt27eX/fv3y8MPP6za9O3bVyZNmmT+NwjKNElJSSpQCwkJke3bt8vFixelR48ekjt3bpk8ebJqc+rUKdUGQd7ChQtlw4YN8tJLL0nx4sWlTZs2qs2SJUtk2LBhMmfOHBWoffTRR+rc8ePHVQBIpEff7Pxb7QPatGJRKVc0r6svh4gMKLPZ5ti1AMVwEagZfbP29HiZEA25gcKFC8u0adOkT58+amStZs2aKniyBaNwTz75pFy4cEGCg4PVMQRco0aNkitXroivr6/6ftWqVXLo0CHzv+vatavcuHFDVq9erZ4jQKtbt67MnDlTPU9OTpZSpUrJoEGDZPTo0Zm67piYGClQoIDcvHlTjRISOdK9+CRpMGWD3LyXIF/1ipAWle///99d8e9H//g7orTWrGFvYiQTmNLJSsf2UkYe8Y/J5N+PLqdBLWGUbPHixXLnzh01HarBaFhQUJBUrVpVxowZI3fv3jWfi4yMlGrVqpkDNcCIGD6Uw4cPm9u0atXK6r3QBschPj5e9u7da9XG29tbPdfa2BIXF6fex/JB5Cw/RZ1XgVrpwnmkaUWO/hKRayAAQ9a5LcxK95BpUDh48KAKzmJjYyVv3ryyfPlyCQ+//4vv1q2bhIaGSokSJeTAgQNqlAxTkz/88IM6Hx0dbRWogfYc59Jrg+Dq3r17cv36dRUo2mpz7NixNK97ypQpMnHiRDt9CkSZp5YMRP6tvu/eIJSdIBG5FLLOkX2OrE8kE2gwosY6ax4SrFWqVEmioqLU0OB3330nPXv2lM2bN6uA7eWXXza3wwga1pm1bNlSTp48KeXLl3fpdWOUD+vcNAj+MHVK5Gh7/r4uRy/GiH9ub3k2oqSrL4eISAVkjcKCpNqEteY1ak0qFuXNpKcEa1hXhgxNqFOnjuzevVtmzJghn332Waq2WFsGJ06cUMEaEgtSZm1eunRJfcU57at2zLIN5owDAgLEx8dHPWy10V7DFmSW4kHkbAselOvoUPMhKZjH19WXQ0SkWAZmSCZgoJZ1ul+zpsHifqwHswUjcIARNsD0KaZRL1++X74A1q1bpwIxbSoVbZABaglttHVxCBYRJFq2wTXgueXaOSJXL+KNPHlV/ht5Wn49eH+Kv0fDMq6+LCIi8vSRNUwltm3bVkqXLi23bt2SRYsWqZpoa9asUVOdeP7EE09IkSJF1Jq1oUOHSpMmTVRtNmjdurUKyrp37y5Tp05V69PGjh0rAwYMMI96oWQHsjxHjhwpvXv3lo0bN8rSpUtVhqgG05mYfo2IiJB69eqp7FMkOrz44osu+2yI0ttzz9fHS85cuyPhJZiVR0TkKXQZrGFEDHXRUB8NKa0IwhCoPfbYY3L27FlZv369OXDCerBOnTqpYEyD6cuVK1dK//791ShYYGCgCros67KVLVtWBWYI9DC9itpuX3zxhbnGGnTp0kWV+hg3bpwK+FAuBGU9UiYdELlqz72UKfHxSSZ1nFtKEZEzR/ixYwF3SnEct6mz5q5Yg4gcVb8ora1cPKl+Ef9+9I+/I2OzNcJfPEW25934RAkft0Z9f2RSG8njq8txIpfwmDprRJS1Pfdw94XzaEdE5OgR/pT9EQrh4jjOk30wWCPy0D33sro3HxFRVkb4MaJma2rO9OCB+mq3YhPkbnySC67Qs3AskshD99zLbDsiInuP8AMK4Wr11ShnOLJG5GaweBdrQtKCVWo4j3ZERI6QnZH7iNBCasN2yjqOrBG56Z57/b7Zl+oc99wjImfI7Mg9dixAIVxAoOblxX4pOziyRuSGsEl7oG/qO1RkgbJsBxE5a4TfK4MRfmwthexPPBioZR9H1ojc0A/7z8md+CQpVShA3utYXf65E8f6RkTk9BF+ZH2mxBF++2OwRuRmkpNN8tW2U+r7Xo3KSqMKQa6+JCIyIIzgYyQfWZ9IJrAc4bess0Y5x2CNyM1sPfGPnLxyR/L65ZL/iyjp6sshIgNDQNYoLMic9Yk1apj65IiafXHNGpGb0UbVno0oKfn8c7v6cojI4CwDMyQTMFCzPwZrRG7kxOVbsvl/VwTrdHs9UsbVl0NERHqdBl2xYkWW/w02YQ8ICMjO2xHRA/N+P62+tqoSLKFFAl19OR6J/RsReUSw1qFDhyy1R7run3/+KeXKlcvO2xGRiNy4Gy/f7zunvu/dqKyrL8djsX8jIo9JMIiOjpZixYplqm2+fPmy+zZEhoc9+LC1y6Jdf0tsQrJUKZ5PGjwoMkmOwf6NyHY/hJ0LWCbITYK1nj17ZmnI/4UXXpD8+fNn562IDG31oYtqs2TLPfgu3Lgnaw5HMy3eQdi/EWXcD6HgLctzOI+XyWQyOfH9DCcmJkYKFCggN2/eZIdOWe4gUXDS1h8o7meNsFMB/370j78jY/ZD2pga+iGU6ggft0Y9PzKpjdqtgOz798NsUCKdTjngTja9OymcRzsiImf3Q6YHDxTEvRWb6IKrM5YsB2vXr1+Xa9euqe+vXLkiP/zwgxw+fNgR10ZkWFgbYjnlkBI6SZxHO7Kfe/fuyfnz51MdZx9HRpRRPwTYuaD+5A1OuyajylKw9sUXX0idOnUkIiJCZs+eLc8884xs2LBBunbtqs4RkX1gEa8921HGvvvuO6lQoYK0a9dOqlevLjt37jSf6969u0uvjcgVstq/RIQWkoDcPg67HiPL0sTyxx9/rO4wcfdZunRpOXXqlBQtWlTNtTZt2lReeuklx10pkYEg28qe7Shj77zzjuzdu1eCg4PVVyQavPHGG9KtWzfh0l4yosz2L9hiCjsXIFBDKRtycbCWK1culSWFR1hYmArUAIvj+Asish+kxSPbKq0pCK8HmyWjHdlHQkKCCtQAMwhbtmxRswcnTpxg/0aG7oeib8ammeiEfoh7gepsGtTHx0diY+//x2Pz5s3m47dv37b/lREZGDq+4a0r2jyndYlIm2cHaT+oq3bgwAHz88KFC8u6devk6NGjVseJjAL9C/oZW9gP6ThYW79+vfj5+ZlH0zR3796Vzz//3P5XR2RgF2/cvzHKlaIjxJ2sEcp2ONvXX3+dqhCur6+vfPvtt1Y3p0RGgn4G/U1w/vv/7dewH9LxNKhlgGYJHVxmq30TUcZiE5JkQeT9fUCnda4uIQUCWDncwUqWLJnmuUaNGjn1Woj0BAFZo7AgqTZhrXmNGqc+nSuXPQq6zZs3T23PUrZsWalRo4ZUq1ZN8uTJY58rJDKg5fvPyz+346VEAX95skYJye3DkoiuwP6N6D7LwAzJBAzU3CxY69ixo/zxxx9St25d+fnnn+X48ePqePny5VXHtmTJEntcJ5FhJCebZO7Wv9T3vRuXZaDmQuzfiMgjgrXIyEjZtGmT6swgLi5ODh48KFFRUaqTI6Ks2Xjssvx15Y7k88slXeqWcvXlGBr7NyLSgxzfsqN4JEp6aJCAgKK5qLn2ySef5PTliQzn8wejat0alJZ8/rldfTmG5oj+bcqUKSr4y5cvn1rr26FDB/OInQZZ9wMGDJAiRYpI3rx5pVOnTnLp0iWrNmfOnFEFfDEli9cZMWKEJCZab/uDQLN27drqulFuaf78+amuZ9asWVKmTBnx9/eX+vXry65du7L1c5H7by0VefKq/BR1Xn3lVnYeFqxNnTpVxo0bp+44iShnos7eUFu8IAP0xUfKuvpyDM8R/RsySxGI7dixQ5UGQX231q1by507d8xthg4dqqZdly1bptpfuHBBTclqkpKSVKAWHx8v27dvlwULFqhADNeqQdFytGnevLkaCRwyZIgKMtesub/hNmAad9iwYTJ+/HjZt2+fmtpt06aNXL582W4/L7nHZu2N398oz83dIYMXR6mveI7jpA9ephyW5j579qy88MILcu7cOenSpYs0aNBAatWqJaVKcfpGW6CMLFrs8pA/f35XXw7p3ICF+2TVwYvSsfZD8uH/1RSjc/XfjzP6N+yxjJExBGVNmjRRPysKji9atEg6d+6s2hw7dkyqVKmipmVxDb/++qs8+eSTKojTCvnOmTNHRo0apV4PJUfw/apVq+TQoUPm98LWgDdu3JDVq1er5xhJwyjfzJkz1fPk5GT1sw0aNEhGjx7tFr8jyhkEZP2/2Zeq6K2WPqCV57gbnyjh4+4H+kcmtZE8vjleRUWS+b+fHI+sYXj+9OnTKrUdd3jYogVD6uhscLdIRJmbfvhy21/yy4M72b6PlnP1ZZGT+jd00loRXsBWVxhta9WqlblN5cqV1RZ/CNYAX5GVqgVqgBExdPzapvNoY/kaWhvtNTAqh/eybOPt7a2ea21swSgj3sfyQe7b90z8+YjN3QlMDx7jVxyWW7EJcjc+yQVXSJoch8a4a8MfNobPNejc9u/fz6rfRJm4q0VnabmtlF8ub/n76h2pUpyjFK7m6P4NI1mYnkQwWLVqVXUMZUIwMlawYEGrtgjMcE5rYxmoaee1c+m1QXCF/Z2vX7+uplNttcFIXnpr7iZOnJijn5v0AUsu0trSTnMpJs5cX43cOFjDELrlWgvAnSce2FePiLI2/RCXmKyOszq46zm6f8PaNQSE27ZtE3cxZswYtc5Ng+CPy17cEwptZ1VEaCG1YTs5V46nQQcPHiwTJkxQ6yDsZfbs2SoLC/O3eDRs2FCt0dAwU4o8efpBg/PMyHItR/RvmoEDB8rKlSvlt99+s9o9ISQkRE1RpnxP9HE4p7VJ2edpzzNqgz41ICBAgoKC1H7Pttpor2EL+kutb9Ye5J6wI0pmYMcCrFPDY1m/huLlxYK4bhesYQEs9gytUKGCvPzyy/Lll1+qrCJ0NtmFjuu9995T6yn27NkjLVq0kPbt25vXYjBTijx9+gEhGs6jHbmOI/o35HQhUFu+fLls3LhR7YxgqU6dOpI7d27ZsGGD+RhKe+AGFDeugK+o92bZFyGzFIFTeHi4uY3la2httNfAVCvey7INpmXxXGtDng1b1xUv4G9OJkgJx3EeW0shoQAPBmpumg36999/q+KQWpFIfMWaDtQmqlSpkt3WrWHx7bRp01TnyUwpcneoZYQU+YzM6FpT2td8SIzK1X8/jujfXn31VdV//fTTT+o1NPg5MeIF/fv3l19++UXdZOLnRp8DuPnUbkhr1qwpJUqUUOVFsD6te/fu6oZz8uTJ5htSrIPDLETv3r1VYPjaa6+pfg83ndoNKZImPvvsM6lXr5589NFHsnTpUtWnplzLptffETknG5QcI7N/PzlesxYaGqoeTz/9tPnYrVu3VKdmj0ANnRJG0LBuBHd7GWVKIVhLK1MKHSBG55B6n1amFEbYLDOlsD4jK5lSRPacfshsO3IMR/RvWOYBzZo1szqOPUh79eqlvp8+fbrqb7DEA9mX6Js+/fRTc1tMX2IKFX0a+sXAwEAVdE2aNMncBiN2CMwwEzFjxgw1Y/HFF1+YAzVAORLcwGLWAQEfAkDcrGY2UCP3h0AMARmyPpFMoAkp4C/jnwpnoKYT2QrW0Enhjg2diS2ozP3oo4+qByBAwh2kZSXwjGCIH50Q1qdhXRqmDDC8j05Sz5lS6FgtC2gyrZ3Sm35IayrU60FniXbkXI7u3zIzmYE1slgvi0daEERi9C09CAiRuZoeTMniQZ4N61+xrAJJBbgJRN+ibcaOgKxRWJA56xNr1DD1yc3a3XzNGkamrl69mun2CLqw3iIr0PkhMNu5c6e6e8Rd45EjR0TvkNaOIU3twSwpsgWd4FtPVrF5TusecVfLztL5nNG/EelthwLLvqZ+uX8DOXLjkTXcGb711lsq0zIzsrMYF6NnyNAELILdvXu3GsrHsL2WKWU5upYyUypl1mZWM6UwzZCdTCmmtVNm5XowcoMu0XKshdMPruWM/o3I1WvSom/GskSQpwdr2BIl5cbDGd15agtnswuL+zG9aJkphfUcaWVKvfvuuypTCmU70sqUSjmFkFamFDZa1q4Bz9ObMkBaOx5EGQUEn246qb5/pWk5aVqxmM3pCXI+V/RvRK7YoQCwVg1ToKjvSB4WrKE+mSNhdKpt27YqaQCLeZE5hfdEWQ1MLfbp00eNXiFDVMuUQoeJ5ALANjAIypAdpWVKjR07VmVFaYFUv379VJbnyJEjzZlSyILCglwN3gPTrxEREeZMKSQ6vPjiiw79+cnzRf51VW3ajt0K+jQuJ0XzMcDXC0f3b0TOwh0KPIcud2LFiFiPHj3k4sWLKjhDgVwEao899pg6z0wpcnef/nZ/VK1L3VIM1IjIIbhDgefIcZ01Sh9rEFFKB87dkKdn/q6mOje93kxKFc7c2igj4t+P/vF3pF+RJ6+qZIKMIPsTSQWAQI2Fb/X395PjHQyIKHujau1rlGCgRkQOwx0KPAeDNSInOnH5tqw5cr/WX79m5V19OUTkwTB6j8xyW1giyL0wWCNyUlYWpiTeWH5QsPDgsfBgqRicz9WXRUQe2M9gOzt8xXNth4Lg/NZrY1EiiGU7DJZgsHXrVrW33MmTJ+W7776Thx56SL7++mu1iL9x48b2eAsit65zhPR5y6ysfX9fV8fZUeof+zdy136muEXNRu5QYPCRte+//15lUKLOELY10bZawmI5bUNhIqMXpEyZPn/tTrw6bllBnPSH/Ru5cz+jFb7Fee5QYPBg7Z133pE5c+bI3LlzVbFaTaNGjWTfvn05fXkijy5IifNoR/rE/o3cvZ8xPSh8eys20QVXR7oJ1lDpGxW/U0IqKraEIjKqjApSohPFebQjfWL/Rp5S+Lb+5A1OuybSYbCGfTJPnDiR6vi2bdukXLlyOX15Io8vSJmdwpXkHOzfSO+y2n+w6K1BEwz69u0rgwcPlq+++krVZ7lw4YJERkbK66+/rjZDJjIq7PNpz3bkfOzfSO8y239ohW9Z9Nagwdro0aPVBuctW7aUu3fvqikD7L+Jzgx7dhIZuSBlcD4/uXTr/qL0lLwepM+jHekT+zdyl8K3SCYwpdPPMPvTvdltu6n4+Hg1XXD79m21iXrevHnt8bJuj1uxGNurC/fKLwfvF8G1pHWZrHPkHn8/7N/0/zsySjIB1qhh6hMjagjUEIBp2aAp/2POfsZz/n7stpG7r6+v6sSI6L6bdxNk6//+Ud8XzJNbbtxNMJ8Lsah/RPrH/o30XkcNARmyPpFMoGE/4znsEqzFxsbKgQMH5PLly2rKwNLTTz9tj7cgcjtf/X5KbsUlSqXgfLJyUGPZ8/f1VHfEpG9TpkyR4OBg6d27t9VxrGG7cuWKjBo1ymXXRsaR1siZVkdNGzlj4VvPleNgbfXq1dKjRw/555/7IwiWsIgxKSkpp29B5HZu3ktQwRq81rKC5M7lLQ3LF3H1ZVEWYeeCRYsWpTr+8MMPS9euXRmskS7qNWJEDYFaXOK/gyUsfOtZcly6A4tsn332Wbl48aIaVbN8MFAjo5r/+2lVhLJicF5pWzXE1ZdD2RQdHS3Fi6eeQipatKjq84j0UkcNI2oR76x32nWRmwVrly5dkmHDhqmpAiISiYlNkC+3/aW+H9Signjz7tZtlSpVSn7//fdUx3GsRIkSLrkmMpbs1GFkLTXPk+Np0M6dO8umTZukfPny9rkiIje34PfTEhObKGHF8soT1biw193rrA0ZMkQSEhKkRYsW6tiGDRtk5MiRMnz4cFdfHhlAVuuoAWupeZ4cB2szZ85U06Bbt26VatWqWe2fB6+99lpO34LIbVLqz1y7I3O2nFTHBrUI45oRNzdixAi5evWqvPrqq6p8ByodYVN3rFVDDTYiR5fnqBNaiHXUKOfB2rfffitr164Vf39/NcJmGc3jewZrZMSUenSaudlxuj30Ye+//77areDo0aMqUKtQoYIqjEvkrPIcT9coLp9vuZ+wZEnrYVCeg4GaZ8txUVzsnYeADHeZ3t45XgLncVgw0pgp9YCuk8UoPePv58iRI3LmzBk1umaJpYn08ztydxkVtn25SVn5MeqCVR01yzpr5J6cVhQXnVeXLl0YqJHhpJdSr8H5x8JDeNfrpv766y955pln5ODBg2qUTbu31WYQmPFOzirPgUDtx1cbScP3NqrnrKNmLDmOsHr27ClLliyxz9UQeVBKPTpZnEc7ck/YxL1s2bKq4HeePHnk0KFDsmXLFomIiFDLPoicWZ5DC9SAddSMJccja7iznDp1qqxZs0aqV6+eKsHgww8/zOlbELl1Sn12Uu9JHyIjI2Xjxo0SFBSkZg98fHykcePGamcDLP/Yv3+/qy+RPEBW+wiW5jCeHAdrmB6oVauW+h53nZaYOkyeLLMp9ZltR/qDm9F8+fKp7xGwXbhwQSpVqiShoaFy/PhxV18eGbQ8B0tzGE+Og7XffvvNPldC5GawvycW+KY1faGl1KMduaeqVavKH3/8oaZC69evr2YRsKn7559/LuXKlXP15ZGH9SUsz0FpYVYAUTah0xzSsoLNc0yp9wxjx45VW+fBpEmT5NSpU/Loo4/KL7/8Ih9//LGrL4/cNJkg8uRV+SnqvPqK5+gj0FfYwr6E7DKyhg4sPePGjeMnTR7ryMUY9TW3j5ckJP17T4y7YKbUu6cDBw6oETWsUWvTpo35eFhYmBw7dkyuXbsmhQoV4jQU2a2OmtZXoNQPNmW3LM/BvoTsUmdNW6+mwbYsuPvMlSuX2oJq3759hv6kWYPIc527flea/2eTCtK+7lNPcnl7m6uOY1qDd8Hu+feDJAJs0l6sWDE11bl7924pUqSIU97bHbGPs08dNa0m463YBLUpO7A8h+eLcVadNVvZUHjzXr16qfpERJ5qxvo/VaDWKKyIPFqhqKsvh+ykYMGC6oYTwdrp06fN06BEjqyjhhG1RmFBEpf47//fWJ6D7Bas2YLocOLEifLUU09J9+7dHfEWRC518spt+X7fOfX9660rufpyyI46deokTZs2leLFi6upTtRUw2hbWkVziexVR00bUSNySrAGGNLDg8gTTV/3P0k2ibSqUkxqlS7k6sshO0KmZ8eOHeXEiROqllrfvn3N5TuIsiM7tRZZS43sGqylzIjCEjis9/j666+lbdu2OX15It1MY+DuGJ3u3fgkWXngojo+nKNqHunxxx9XX/fu3at2MWCwRs6sowaspUZ2DdamT59u9RwZVEWLFlXbUI0ZMyanL0+kywwu7c63SnEuqPZUSJbC5u3R0dEM1ihHWEeNXB6sYSEukdEyuGDP39fVeabUeyZsnYcyHkQ5pdVRQ1+SEuuokdsWxcW+e3Xr1lV3s8jI6tChQ6qtXZo1a6aGiC0f/fr1s2qDu+J27dqpDZjxOiNGjJDExESrNtiMuXbt2uLn56fqKM2fPz/V9cyaNUvKlCkj/v7+qor5rl27HPSTk7tkcAG6VZxHO/JML7zwgnz55ZeuvgzygMK3Wh214Px+Vm0xoqaV7SCy68jasGHDMt02Oxu5b968WQYMGKACNgRXb7zxhrRu3VqOHDkigYGB5nZY+GtZlBdBmeWefgjUQkJCZPv27WodXY8ePdTd8uTJk82jgmiDIG/hwoWyYcMGeemll1QWmFYMc8mSJernnTNnjgrUPvroI3UOwSMCQDJuBhdCNJxHu4blWYfLE6H/+eqrr2T9+vVSp04dq/4nu/0bGbvwLcpzsI4aOSVYs1VbzZbsLo5cvXq11XOMdiEwwmLfJk2aWAVnCMZsWbt2rQru0MkGBwdLzZo15e2335ZRo0bJhAkT1P5+CMCw598HH3yg/k2VKlVk27Ztah2eFqyhM0ZQ+OKLL6rn+DerVq1SHfjo0aOz9fORZ2VwZSfTi9zDoUOH1Mg7/O9//7M6x8XflNllE1irhuMYQUNwpmEdNXJosObszdu1EiCFC1tviI3RsG+++UYFbKjp9tZbb5lH1yIjI6VatWoqUNMgAOvfv78cPnxY7byANq1atbJ6TbQZMmSI+j4+Pl4FiJaJEkigwL/Bv7UlLi5OPSwLBJNnZ3Blth25H2f3deT5hW9XDGzs5CsjT2CXOms3btxQ6zqOHj2qnj/88MPSu3dvtYVCTqF6OIKnRo0aqf36NN26dZPQ0FApUaKEWgSMETNMTf7www/qPDK4LAM10J7jXHptEGDdu3dPrl+/rqZTbbXBHoFprbdDQWDynAyutKZCtQwutCMiY8ts4dv6kzc47ZrIc+Q4WNuzZ48ajQoICJB69eqZpw7fffddNRWpTSFkF9auYSoC05OWXn75ZfP3GEHDOrOWLVvKyZMn1Z6kroJROMs1fQj8SpUq5bLroZxncPVjBpdhWa6JtWXcuHFOuxbSt6wuh2DRW3JqsDZ06FB5+umnZe7cuWrzdm1RLhbqY0Rsy5Yt2X7tgQMHysqVK9VrlCxZMt22WPwPqDqOYA1ToymzNi9duqS+auvc8FU7ZtkG22Uh+MQWM3jYapPWWjlkleJBngGLgfP55ZJbcdZZxCEWC4bJcy1fvjxV7TUkJqGvQz/DYI2yW/iWRW/J6SNrloGaetFcuWTkyJFqT73swC4IgwYNUh0lSmsgCSAjUVFR6itG2KBhw4ZqdO/y5cvmrM1169apQCw8PNzc5pdffrF6HbTBcUASAjLAkCWK8iHatCyeI5Akzzd36ykVqJUNCpRJ7R+Wa3fiVaeMqU+OqHk+W8lUGC3v1auXPPPMMy65JtInFr4lXddZQ/CDemYpnT17NttVvzH1icSBRYsWqdfA2jI8sI4MMNWJzE4s/j99+rSsWLFCleVApmj16tVVG5T6QFCGjeT/+OMPWbNmjYwdO1a9tjbyhZId2IgZgSXWoH366aeydOlSNVqowZQmgtEFCxaoNXlIULhz5445O5Q8e1rji633N+oe2aaSPFqhqLSv+ZAq08HO1rjQ52FdKhKaiFIum7CFyyYox0w5NGjQIFPJkiVNixcvNp05c0Y9vv32W3Vs8ODB2XrNB8kzqR7z5s1T5/EeTZo0MRUuXNjk5+dnCgsLM40YMcJ08+ZNq9c5ffq0qW3btqaAgABTUFCQafjw4aaEhASrNr/99pupZs2aJl9fX1O5cuXM72Hpk08+MZUuXVq1qVevnmnHjh2Z/llwTbj2lNdG+vfGDwdMoaNWmjrM2mZKTk529eUYkl7/frZu3WoqWLCgqy9DF/T6O3KVXw9eMNV7d53qO7RHg8nr1XGi7P79eOF/chLsobwFdgZA/TFtdwAUnsUI1HvvvWf49VuYMkFWLMqP4I6c3MPJK7el9fQtKh1/ycsNpH45Fr014t/Pxx9/bPUc3SUKbH/99dfStGlTNfpvdK7+HenRrdgEFr4lu/79ZHvNGjI0UUoD67pmzJihSlZgehKw8NZyNwEid4DADOn3mP5cuPOMet6ycjEGagaGAtmWUGexaNGi0rNnT6v6i0SWLAMzFr4le8h2sIa1YdgOClmfXbt2VWvLUEKDyFO2iIFGYQzUjAyZn0REbptggP07Ufx2+PDhKgMTd5pbt26179UROXGLGFsFLd9eeVSdJ2PBDiUoG2Tpv//9r8pMR3Y56jxa7lRCRKTLYO3RRx9V+2Ni/cYnn3yisjKxhqNixYry/vvvm3cJIHLXLWI0OI92ZKxiuNiWTnPw4EHp06eP2moOewL//PPPaukHEZFblO4IDAxUZSww0oaNjp999lmZNWuWlC5dWhXLJXLnLWIQouE82pFxoG4jdkTRLF68WBXeRhkflPNB4gHK/BARuUWwZiksLEzeeOMNVc8Ma9hWrVplz5cnctkWMVndSobcG/YFttwTGDejbdu2NT/Hel3UkiQicqtgDVtCoao3tmFCKY+OHTvK77//bq+XJ3LpFjGZbUeeAYGallyA8kT79u2TBg0amM/funVLlSgiY8KyiMiTV+WnqPPqK5dJkK63m7pw4YLMnz9fPbAn5yOPPKKmB/7v//5PTY8SucsWMWlNhWpbxKAdGccTTzyh1qZh/e2PP/6oShFhna7mwIEDqkQRGY+tzHH0IdwrmHQ5soYpgdDQUJVcgD3ysBXTtm3b1Po1BmrkLlD/aFCLMJvnuEWMcWE7O+xxjKQprFPDAzUlNUiuwpZ2ZCxpZY5jP1AcZ+Y46W5kDVMA3333nTz55JPi4+Nj36sicqI9p6+rr74+XhKf9O90BkbUeLdsTEFBQWppB6qK582bN1Uft2zZMnWcjCO9zHHt2PgVh6VRWJDEJSY7+erI02U7WMPm6UTu7uC5m/LD/vPq+yWvNJTYhGSVTIA1apj65IiasWEbGFsKF+a0uNFklDkOl2LizNtMEelmzRqRO8M+j++sOqK+71CzhNQqXcjVl0REOpWdjPCI0EISkJszT6Sz0h1E7mTdkUuy89Q18cvlLSMer+zqyyGDwPTqU089JSVKlBAvLy+VwGAJWfU4bvl4/PHHrdpcu3ZNnn/+ebXxc8GCBVXB3tu3b1u1QRIEkiL8/f2lVKlSMnXq1FTXguncypUrqzbYLvCXX35x0E/t/jKbEY6N249MaqMey/o1VL8/opxisEaGFJ+YLFN+Paa+f+nRsvJQwQBXXxIZxJ07d6RGjRqqeHhaEJxhdxjt8e2331qdR6CGHRbWrVuntsVCAIgtsDQxMTEqAQJJYHv37pVp06bJhAkT5PPPPze32b59uzz33HMq0Nu/f7906NBBPQ4dOuSgn9wzMsfTCr1wHOebVCwqeXxzqQcDNbIXLxPmgshh0Gli3QsWKuMumFy7QBjrTjCdse/v67Ig8m8Jyusrm0Y0l7x+XBGgR57+94P/mC9fvlwFSZYjazdu3Eg14qZB5n14eLjs3r1bIiIi1LHVq1erciPnzp1TI3azZ8+WN998U237p2WxohQJXvPYsfs3KV26dFGBo+UeqKglV7NmTZkzZ06mfwZP/x3ZygZN+R9NLSSb/UJtJiRRlmT274cja2QI6GQbv79Rnpu7QwYvjlKBGrQOD2agRrqzadMmtWF8pUqVpH///nL16lWrTeYx9akFaoA9S729vWXnzp3mNk2aNLEqN9KmTRs5fvy42p1Ba4N/ZwltcDw92MAe/4GxfBgFAjEEZMH5/ayOI3OcgRo5EoM1MmxtJFi06yxrI5GuYAr0v//9r2zYsEEV5dW2ukpKSlLnMVqGQM4SasIhQxXntDaW22WB9jyjNtr5tGADe4wEaA+shzMSBGTrhzW1WqO2bVQLBmrkUBxSIMPWRtKmL3D+sfAQlukgXejatav5eyz6r169utotAaNtlpvLu8qYMWPUZvYajKwZLWCz7Cvql2OJH3I8jqyRoWsjIYjDebQj0qNy5cqpIr3Y0g+w//Lly5et2iQmJqoMUZzT2ly6dMmqjfY8ozba+bT4+fmptTWWDyJyLAZr5NEyWxspOzWUiJwBSQNYs1a8+P1ptoYNG6oEBGR5ajZu3CjJyclSv359cxtkiCYkJJjbIHMUa+AKFSpkboOpVktog+NEpC8M1sijZbY2UmbbEeUU6qFFRUWpB5w6dUp9f+bMGXVuxIgRsmPHDjl9+rQKptq3by9hYWFq8T9UqVJFrWvr27ev7Nq1S37//XcZOHCgmj5FJih069ZNJRegLAdKfCxZskRmzJhhNX05ePBglUX6wQcfqAxRlPbYs2ePei0i0hcGa2SI2kiSQW0ktCNyBgREtWrVUg9AAIXvx40bp/YgRTHbp59+WipWrKiCrTp16sjWrVvV9KNm4cKFqpgt1rChZEfjxo2taqhh4f/atWtVIIh/P3z4cPX6lrXYHnnkEVm0aJH6d6j7hr2eUdqjatWqTv5EiCgjrLPmYEaqQaRXP+w7K8OWHkh1nLWR9I9/P/pnxN/R3fhECR+3Rn2PnQpQAJcoO1hnjeiBIxduqa8pM7ZYG4mIiNwBbwfIo528clvmbz+tvp/bI0JtqoxkAqxRw9QnU+6JiEjvGKyRR3t31VFJTDZJ80pFpUVl60KiRERE7oDToOSxNh2/LBuPXZZc3l4y9slwV18OERFRtnBkjTxys/aLN+/Jf9YeV8d6PVJGyhfN6+pLIyI360e4ZIL0gsEaeQzs8Ymtoyx3LED/Gl4in0uvi4jcux9BeZ/xT4UzGYlchtOg5NGbtSebRIYvPcDN2oko2/1I9M1YdZz9CLkKgzXy+M3aAefRjogoq/2I6cFj/IrDcis2Qe7GJ7ngCsnIOA1KhtqsvWH5Ik69NiLyjH4ELsXESbUJa512TUQajqyR2+Nm7USUU9npHyJCC6najUSOxpE1cnvcrJ2Iciqz/cO8XnWlfrn7ewkjUPPyYpYoGXRkbcqUKVK3bl3Jly+fFCtWTDp06CDHj98vw6CJjY2VAQMGSJEiRSRv3rzSqVMnuXTpklWbM2fOSLt27SRPnjzqdUaMGCGJiYlWbTZt2iS1a9dWmySHhYXJ/PnzU13PrFmzpEyZMuLv7y/169eXXbt2Oegnp+xAWn1w/n83uU6Jm7UTUUbQP6Cf8MqgH2lSsajaCxQPBmpk6GBt8+bNKhDbsWOHrFu3ThISEqR169Zy584dc5uhQ4fKzz//LMuWLVPtL1y4IB07djSfT0pKUoFafHy8bN++XRYsWKACsXHjxpnbnDp1SrVp3ry5REVFyZAhQ+Sll16SNWvub9ALS5YskWHDhsn48eNl3759UqNGDWnTpo1cvnzZiZ8IpQf1j2qWKmjznNaVIu2edZKIKC3oH9BP2MJ+hFzNy2Qy6T5F7sqVK2pkDEFZkyZN1O70RYsWlUWLFknnzp1Vm2PHjkmVKlUkMjJSGjRoIL/++qs8+eSTKogLDg5WbebMmSOjRo1Sr+fr66u+X7VqlRw6dMj8Xl27dpUbN27I6tWr1XOMpGGUb+bMmep5cnKylCpVSgYNGiSjR4/O8NpjYmKkQIEC6prz58/voE/I2P66clvafLRFEpJMUihPbrl+N8F8jvWR3Bv/fvTP035HKM+BrE8kE2jYj5Cr/37cYs0afggoXPj+NNbevXvVaFurVq3MbSpXriylS5c2B2v4Wq1aNXOgBhgR69+/vxw+fFhq1aql2li+htYGI2yAUTm815gxY8znvb291b/Bv7UlLi5OPSx/EeQ4uNdAuj0CtWaVisoXPSJk9+nrrDxORNmCgKxRWJA56xNr1DD1yX6EXEn3wRpGshA8NWrUSKpWraqORUdHq5GxggWtp74QmOGc1sYyUNPOa+fSa4MA6969e3L9+nU1nWqrDUby0lpvN3HixBz/3JQ5649els3/uyK+Pt4y/qmHJZePN8tzEFGOWAZmSCZgoEaupss1a5awdg3TlIsXLxZ3gFE4jARqj7Nnz7r6kjxWbEKSTFp5WH3f59GyUjYo0NWXREREZKyRtYEDB8rKlStly5YtUrJkSfPxkJAQNUWJtWWWo2vIBsU5rU3KrE0tW9SyTcoMUjzHvHFAQID4+Pioh6022mukhKxSPMjxGyxv+/MfOXvtnoTk95eBzcNcfWlERETGGVnDOiQEasuXL5eNGzdK2bJlrc7XqVNHcufOLRs2bDAfQ2kPlOpo2LCheo6vBw8etMraRGYpArHw8HBzG8vX0Npor4GpVryXZRtMy+K51oacu/C38fsb5bm5O2Tw4ihZtvecOt6ueogE+un6voOIiCjbcul16hOZnj/99JOqtaatMUPGBEa88LVPnz6qpAaSDhCAITsTARSSCwClPhCUde/eXaZOnapeY+zYseq1tZGvfv36qSzPkSNHSu/evVVguHTpUpUhqsF79OzZUyIiIqRevXry0UcfqRIiL774oos+HWNvsGwrdfnLbaelbpnCzNQiIiKPpMtgbfbs2eprs2bNrI7PmzdPevXqpb6fPn26ysxEMVxkXyKL89NPPzW3xfQlplCR/YkgLjAwUAVdkyZNMrfBiB0CM9RsmzFjhppq/eKLL9Rrabp06aJKfaA+GwK+mjVrqrIeKZMOyHUbtWPpL84/Fh7ChcBERORx3KLOmjvztBpErhB58qqa+szIt30bMBPUw/DvR/888Xd0Nz5RwsfdL45+ZFIbtVsBkSv/fnS5Zo3IEjdqJyIiI2OwRrrHjdqJiMjIOLZLbrPB8sWbtkfOsEothBu1E1E2ywBxtxPSOwZrpHvoQDvULCGzN/+V6hw3WCai7GSXIynJ8gaQ+3+SnnEalHTvXnySrPjjovo+0M/H6hxG1Ga/UJsdLBFlqQxQypH66Jux6jjOE+kNR9ZI92b+9qecv3FPShTwlzVDm8ih8zGcuiAiu5YB0o6NX3FYVgxs7OQrI0ofgzXStROXb8vnW+5Pf45/+mHJ55+b5TmIKFuwRi2tta+aSzFxUn+y9c42RK7GYI10u/D3Usw9mbv1lCQkmaRF5WLSOpyFiIko+7Ja3icitJAE5LZeekHkCgzWSPcLf6FF5aLi5cXpTiLKvsyW95nXq67UL1dYBWrsd0gPmGBAul/4C2/9eJgLf4nILmWA0gq/cBznm1QsqnYtYKBGesFgjdxi/0/AebQjIsoOJCOhPIctLANEesZgjdxi4S9CNJxHOyKi7EKZH5T7Cc7vZ3WcZYBIz7hmjXSB+38SkbMgIGsUFiTVJqw1r1HD1CdH1EivOLJGusD9P4nImSwDMyQTMFAjPWOwRrpZ+Fssn/W0hK2Fv9z/k4iIjIbBGukCbmpTriHRcOEvEREZGYM10oVfDkbLwfMxKhgLyutrdY4Lf4mIyMiYYEAud/Negkz4+bD6fkDzMBncsoLK+uT+n0RERAzWSAfeX31MrtyKk3JFA+XVZuVVYMb9P4mIiO5jsEYu2/sTI2fX7sTLop1n1PHJz1QTf+7DR0REZIXBGuli789G5YtIg3IcTSMiIkqJCQaki70/fz95lXt/EpFdR/AjT16Vn6LOq6/cqo7cGUfWSBd7fyJ9AOcfCw9hMgER2X0EH3UaUf6HWeXkjjiyRk7BvT+JyJUj+NE3Y9VxjuCTO2KwRk7BvT+JyJUj+KYHj/ErDsut2AS5G5/kgiskyh5Og5JTcO9PInL1CD5ciokzb+BO5C44skZOgcK2IWlsJwXc+5OIcio7I/MRoYUkgCWDSOc4skZOgaSBllWCZeGDmmqWuPcnEdlDZkfm5/WqK/XL3b8xRKDm5cV+h/SNI2vkFOdv3JOfoi6o7/P5W98jcO9PIrIHjMxjhN4rgxH8JhWLSh7fXOrBQI3cAUfWyOFMJpOM/v6A3I5LlDqhheTbvg1k79/XufcnEdkV+hGM0CPrMyWO4JM7Y7BGDrd0z1nZ+uc/4pfLW6Z2ri6+uby59ycROQRG6DFSj6xPJBNYjuCzzhq5KwZr5NC9P328vOTtlUfV8eGtK0r5onldfXlE5OEQkDUKCzJnfWKNGqY+OaJG7orBGjll78+yQYHSp3E5l10XERmLZWCGZAIGauTOmGBATtn789Q/d2TdkWiXXBcREZE702WwtmXLFnnqqaekRIkSKlPnxx9/tDrfq1cvddzy8fjjj1u1uXbtmjz//POSP39+KViwoPTp00du375t1ebAgQPy6KOPir+/v5QqVUqmTp2a6lqWLVsmlStXVm2qVasmv/zyi4N+amPs/cnNlImIiDwgWLtz547UqFFDZs2alWYbBGcXL140P7799lur8wjUDh8+LOvWrZOVK1eqAPDll182n4+JiZHWrVtLaGio7N27V6ZNmyYTJkyQzz//3Nxm+/bt8txzz6lAb//+/dKhQwf1OHTokIN+cvfFvT+JiIgMtGatbdu26pEePz8/CQkJsXnu6NGjsnr1atm9e7dERESoY5988ok88cQT8p///EeN2C1cuFDi4+Plq6++El9fX3n44YclKipKPvzwQ3NQN2PGDBUUjhgxQj1/++23VfA3c+ZMmTNnjt1/bnfGvT+JiIgMNLKWGZs2bZJixYpJpUqVpH///nL16lXzucjISDX1qQVq0KpVK/H29padO3ea2zRp0kQFapo2bdrI8ePH5fr16+Y2+HeW0AbH0xIXF6dG7SwfRsC9P4mIiBzDLYM1jHb997//lQ0bNsj7778vmzdvViNxSUlJ6nx0dLQK5CzlypVLChcurM5pbYKDg63aaM8zaqOdt2XKlClSoEAB8wNr4YwAhW2DufcnETkR1sBGnrwqP0WdV1+5JpY8lS6nQTPStWtX8/dY9F+9enUpX768Gm1r2bKlS69tzJgxMmzYMPNzjKwZIWBDWnyZIoFWRSg1rBxORM4oE4QbQha+JU/kliNrKZUrV06CgoLkxIkT6jnWsl2+fNmqTWJiosoQ1da54eulS5es2mjPM2qT1lo5bS0dMlAtH0bww75zsvPUNcE2e0UC/51aBu79SUTOKBMUfTNWHcd5Ik/iEcHauXPn1Jq14sXvBwMNGzaUGzduqCxPzcaNGyU5OVnq169vboMM0YSEBHMbJA9gDVyhQoXMbTDVagltcNzoLKcflu87L2/9eD9DdkjLirLrzVZq/88ZXWuqr9tGtWCgRpTJ0kTYS3fcuHGqPwsICFDrZv/880+rNkYuTZRemSDTgwe2mroVm+iCqyMyULCGTgeZmXjAqVOn1PdnzpxR55CduWPHDjl9+rQKptq3by9hYWFq8T9UqVJFrWvr27ev7Nq1S37//XcZOHCgmj5FBwndunVTyQXo5FDiY8mSJSr703IKc/DgwSqr9IMPPpBjx46p0h579uxRr2VkuGtt/P5GeW7uDhm8OEqGLo2SO/FJUqFYXhnYIkxNdWLvz/Y1H1JfOfVJlPnSRAiqPv74Y5VxjoSowMBA1bfFxv47imTk0kQZlQkCLMeoP9n6RpvInXmZcBunM1h71rx581THe/bsKbNnz1YdCjoXjJ4h+EKnhLIalskAuPNEUPXzzz+rLNBOnTqpDjBv3rxWd54DBgxQJT4wjTpo0CAZNWpUqjvPsWPHqsCwQoUKqiNFCZDMQqeJRIObN296xJSoNv2Q1v9p5nC6k+zI0/5+UsLI2vLly1WfBuiO0acNHz5cXn/9dXUMPzv6tvnz56sbTpQmCg8PtypNhJtK9EuYZcC/Rz/55ptvqmQoLeN99OjRahQPN57QpUsXFTgi2NM0aNBAatasmaXSRM7+HWE0HzeJmRURWkiW9WuoPmsivcns348uEwyaNWumOq20rFmzJsPXQObnokWL0m2DxIStW7em2+bZZ59VD8r8LgWPhYdwNI0oGzCLgADLsmQQOnIs30DJIARrGZUmeuaZZ9IsTYTseZQmwlIPtLGcSdDapJyWtVWeCA+Ns8sTZbb8DzZvx56gAbl9GKiR29PlNCjpE3cpIHIsrSxQeiWDXFmaSA/liVD+B1mfXhmUCWpSsajk8c3FQI08AoM1yjTuUkBEKE+EKRvtcfbsWae+P0btUZ7DFpYJIk/FYI0yjbsUEDmWVhYovZJBrixNpJfyRFgXi3JAKQtxs0wQeSoGa5Sl6YcCAWkvc+QuBUQ5U7ZsWRUsWZYMwpowrEXTSgaxNNF9CMjWD2tqtUaNZYLIUzFYo0yLOntDbsfd39IrJU4/EOW8NBHWVw0ZMkTeeecdWbFihRw8eFB69OihMjy1jFGWJvqXZV+DZAL2PeSpdJkNSvrI/ESiANafYVqzTJE80v+bvep4rVIF5eLNexJtsbUUph+4zQtRxhAQWZYm0gIolCZCeY6RI0eqkhqom4YRtMaNG6ugCoVrNQsXLlRBFbbXsyxNpMHC/7Vr16rSRHXq1FGliVBo17IW2yOPPKIy5lGa6I033lCliZAJWrVqVad9FkTkxnXWPIk71omytedebh8vSUgyqcK3ywc0UunwlsEcpj55V0v25o5/P0bjyt/R3fhECR93v5TTkUltVPYnkTtx6zprpL+itwjU4IUGpSWv3/3/22B3AiIiInIsrlmjTBe9hTmb/1LtiIiIyDkYrFGW9txj0VsiIiLnYrBGZix6S0REpD8M1siMRW+JiIj0hwkGZIaMTlQEv2RRksOS14MSHSx6S0SuKCHErHMyKgZrZIYqLsXy2Q7WWPSWiFxdQgg7pLCeIxkRgzUDs7xrLZrXT37644IcPB+jaqrl988tV+/Em9uy6C0RubqEUPTNWHWc+3+S0TBYMyhbd63g5SUyq1ttaVklmNMPRKSrEkLasfErDkujsCCJS0x28tURuQaDNQNK664VsJ9FssmkAjMWvSUiPZYQwlKNahPWOu2aiFyN2aAGk1HhW4yd4TwL3xKRK2SnNFBEaCG1BR6Rp+LImsFkdNdqsih8y5E1InK2zJYGmterrtQvdz8zHYGaF9ZwEHkojqwZDAvfEpGeYX0ssj7TCr1wHOebVCyqNm7Hg4EaeToGawbDwrdEpGdYL4vMc1tYQoiMisGaweTx9UnzjtXyrpWFb4nIVVCWA+U5UKTbEkoIsWwHGRHXrBmo+nc+/1zS46td6SYXAO9aicjVEJChPIeW9Yk1apj6ZN9ERsRgzUB11LCsA6U5apUuKD0ahMrUNcetzrPwLRHpiWVghmQCBmpkVAzWDFRHDYEaIFB7pnZJebrmQyx8S0REpHMM1gxWRw0wooZAjYVviYiI9I8JBgas/q3VUSMiIiL948iah2EdNSJy50QoLscgSo3BmodhHTUicudEKJQOYqITkTUGax50V1o0r59Enb2RbnuvB1mfrKNGRHpMhIq+GauOo54aSnUQEYM1j7srTQ/rqBGR3hOhtGPjVxyWFQMbO/nKiPSJCQZufleaVqD2SpOyajrBEqt/E5G7JEJdiomT+pM3OO2aiPSMI2seWJ4DY2Yr/rgom0c0l71/X+fCXSLSlawmOEWEFpKA3D4Oux4ivdPlyNqWLVvkqaeekhIlSoiXl5f8+OOPVudNJpOMGzdOihcvLgEBAdKqVSv5888/rdpcu3ZNnn/+ecmfP78ULFhQ+vTpI7dv37Zqc+DAAXn00UfF399fSpUqJVOnTk11LcuWLZPKlSurNtWqVZNffvlF9H5XiiAO5xGooY5a+5oPqa8M1IhIDzKb4IQtpo5MaiPL+jVU/y0gMipdBmt37tyRGjVqyKxZs2yeR1D18ccfy5w5c2Tnzp0SGBgobdq0kdjYfwMYBGqHDx+WdevWycqVK1UA+PLLL5vPx8TESOvWrSU0NFT27t0r06ZNkwkTJsjnn39ubrN9+3Z57rnnVKC3f/9+6dChg3ocOnRInDmKFnnyqvwUdV59xXOW5yAid4ZRfizTSCv8wnGcR4JBHt9cDNTI8LxMGKbSMfyRLl++XAVJgMvFiNvw4cPl9ddfV8du3rwpwcHBMn/+fOnatascPXpUwsPDZffu3RIREaHarF69Wp544gk5d+6c+vezZ8+WN998U6Kjo8XX11e1GT16tBrFO3bsmHrepUsXFTgi2NM0aNBAatasqQLFzEBQWKBAAXWNGOXLaQJBSH4/eahggOw9k37WJ3zbtwF3KCC3lpO/H9L37yitbFAtLOP6WjKCmEz+/ehyZC09p06dUgEWpj41+EHr168vkZGR6jm+YupTC9QA7b29vdVInNamSZMm5kANMDp3/PhxuX79urmN5ftobbT3sSUuLk59+JYPeyYQRMfEZRioaXelLM9BRHqFQAwBWXB+P6vjTIQi8oBgDYEaYCTNEp5r5/C1WLFiVudz5colhQsXtmpj6zUs3yOtNtp5W6ZMmaKCR+2BtXCO2N8zj6+PCspSTg6wPAcRuQsEZOuHNbVao7ZtVAsGakTuHqzp3ZgxY9RwpvY4e/asQ9La78YnyZBWFdVdqCXelRKRO7G8qaxfjhnrRB5RuiMkJER9vXTpksoG1eA51pJpbS5fvmz17xITE1WGqPbv8RX/xpL2PKM22nlb/Pz81CMnMpsYUCYoj7oL5b56REREnsvtRtbKli2rgqUNG/4tloh1YViL1rBhQ/UcX2/cuKGyPDUbN26U5ORktbZNa4MM0YSEBHMbZI5WqlRJChUqZG5j+T5aG+19HJXtmZX9PRGYsTwHEemVrT6OiDxgZA310E6cOGGVVBAVFaXWnJUuXVqGDBki77zzjlSoUEEFb2+99ZbK8NQyRqtUqSKPP/649O3bV2VtIiAbOHCgyhRFO+jWrZtMnDhRleUYNWqUKscxY8YMmT59uvl9Bw8eLE2bNpUPPvhA2rVrJ4sXL5Y9e/ZYlffICVvZnlhsWy4oMN1/x/09icgdcKN2Ig8O1hAQNW/e3Px82LBh6mvPnj1VeY6RI0eqkhqom4YRtMaNG6vSHChcq1m4cKEK0Fq2bKmyQDt16qRqs2mw+H/t2rUyYMAAqVOnjgQFBalCu5a12B555BFZtGiRjB07Vt544w0VHKK0R9WqVXP8M6aVto4tVvBICxMIiMhTNmpnwEbkIXXWPLGGCqYBGr+/Md0kgiKBvvJ2+6ry9irelZJxsc6a5/ZxmEVAJmhcYrJEvLNeHcNuBSiCS2QUMZns4/hX4QKZyfa8eideCgX6MoGAiDx2o/ZqE9Y67ZqI3BmDNRfIynZRWgIBEZG7yM5Wd9ysnShtDNZcICvZnkREnrxRO2qrAQI17gFK5CGlO4y0iTGzPYnICBu1c7N2ovQxWHMBTG0iSQC4XRQReRr2cUT2xWDNxZsYc7soIvJE7OOI7Idr1lwIndVj4SHM9iQij8Q+jsg+GKy5GLM9iciTsY8jyjlOgxIRERHpGIM1IiIiIh1jsEZERESkYwzWiIiIiHSMwRoRERGRjjFYIyIiItIxBmtEREREOsZgjYiIiEjHGKwRERER6Rh3MHAwk8mkvsbExLj6UojcjvZ3o/0dkf6wjyNyfB/HYM3Bbt26pb6WKlXK1ZdC5NZ/RwUKFHD1ZZAN7OOIHN/HeZl4y+pQycnJcuHCBcmXL594eXnm5sW4M0BHffbsWcmfP7+rL8cwjPC5o3tCJ1aiRAnx9uaqDT3y9D7OCH9nemWEz96UyT6OI2sOhg+/ZMmSYgT4Y/LUPyg98/TPnSNq+maUPs7T/870LL+Hf/aZ6eN4q0pERESkYwzWiIiIiHSMwRrlmJ+fn4wfP159Jefh507kePw7cx1+9v9iggERERGRjnFkjYiIiEjHGKwRERER6RiDNSIiIiIdY7BGREREpGMM1simLVu2yFNPPaWqKqMq+Y8//mh1HsdsPaZNm2Zu8+6778ojjzwiefLkkYIFC7rgpzDmZ3/69Gnp06ePlC1bVgICAqR8+fIqoyo+Pt5FPxGR/rCPcw32b9nDYI1sunPnjtSoUUNmzZpl8/zFixetHl999ZX6g+rUqZO5Df54nn32Wenfv78Tr9z95fSzP3bsmNoC6LPPPpPDhw/L9OnTZc6cOfLGG284+Sch0i/2ca7B/i2bULqDKD34v8ny5cvTbdO+fXtTixYtbJ6bN2+eqUCBAg66Os+W089eM3XqVFPZsmXtfHVEnoF9nGuwf8s87g1KOXbp0iVZtWqVLFiwwNWXYjiZ/exv3rwphQsXdtp1EXkS9nGuwf7tX5wGpRzDH1K+fPmkY8eOrr4Uw8nMZ3/ixAn55JNP5JVXXnHqtRF5CvZxrsH+7V8M1ijHsKbg+eefF39/f1dfiuFk9NmfP39eHn/8cbWupm/fvk6/PiJPwD7ONdi//YvToJQjW7dulePHj8uSJUtcfSmGk9Fnf+HCBWnevLnKVvv888+dfn1EnoB9nGuwf7PGkTXKkS+//FLq1KmjsntIP5897jibNWumzs+bN0+8vfmnTpQd7ONcg/2bNY6skU23b99WawE0p06dkqioKLWIs3Tp0upYTEyMLFu2TD744AObr3HmzBm5du2a+pqUlKT+PYSFhUnevHmd9JMY77PXOrLQ0FD5z3/+I1euXDGfCwkJcdJPQaRv7ONcg/1bNmUhc5QM5LffflNp1SkfPXv2NLf57LPPTAEBAaYbN27YfA20tfUaeG1y3GePMgK2/j3/3In+xT7ONdi/ZY8X/ie7gR4REREROZbnT/QSERERuTEGa0REREQ6xmCNiIiISMcYrBERERHpGIM1IiIiIh1jsEZERESkYwzWiIiIiHSMwRoRERGRjjFYI6fy8vKSH3/80dWXIZs2bVLXcuPGDYe+D7ZFwfvgoW1Fk129evUyv5YePkMiSk0vf5/s4zwLgzWyG8s/NMvH448/7tLrQmcyZMgQq2OPPPKIXLx4UQoUKODw9+/bt696r6pVq+bodWbMmKFeh4hcg32cbezjHI8buZNdodOaN2+e1TE/Pz/RG19fX6dt+psnTx67vBc6XWd0vESUNvZxqbGPczyOrJFdodPCH63lo1ChQmm2P3v2rPzf//2fFCxYUAoXLizt27eX06dPq3Nr164Vf3//VMP4gwcPlhYtWqjvr169Ks8995w89NBDqsOoVq2afPvtt1Z3wps3b1Z3bNpdMF7f1hTB999/Lw8//LD6GcqUKSMffPCB1fvi2OTJk6V3796SL18+KV26tHz++edZ/oy0916zZo3UqlVLAgIC1M9z+fJl+fXXX6VKlSqSP39+6datm9y9ezfLr09EjsM+LmPs4+yPwRq5TEJCgrRp00Z1Clu3bpXff/9d8ubNq+5c4+PjpWXLlqqDQwejSUpKkiVLlsjzzz+vnsfGxkqdOnVk1apVcujQIXn55Zele/fusmvXLnUeHVjDhg3Nw/R4lCpVKtW17N27V3WoXbt2lYMHD8qECRPkrbfekvnz51u1Q+cWEREh+/fvl1dffVX69+8vx48fz9bPj/eYOXOmbN++3dyhf/TRR7Jo0SL186Aj/+STT7L12kTkeuzj2MfZjYnITnr27Gny8fExBQYGWj3effddcxv8X2758uXq+6+//tpUqVIlU3Jysvl8XFycKSAgwLRmzRr1fPDgwaYWLVqYz+O4n5+f6fr162leR7t27UzDhw83P2/atKl6HUu//fabuhbtdbp162Z67LHHrNqMGDHCFB4ebn4eGhpqeuGFF8zPcd3FihUzzZ49O81rSe+9169fbz42ZcoUdezkyZPmY6+88oqpTZs2qV7T8jMkIudhH5ca+zjn4Jo1sqvmzZvL7NmzrY5h6N+WP/74Q06cOKHuOi3hTvLkyZPqe9xdNmjQQC5cuCAlSpSQhQsXSrt27dTdqHYXimH7pUuXyvnz59XdalxcnJouyIqjR4+q6QlLjRo1UneBeA8fHx91rHr16ubzGObHFAiG9rPD8rWCg4PVNZcrV87qmHb3TET6wD4u89jH2Q+DNbKrwMBACQsLy1Tb27dvq+F9dE4pFS1aVH2tW7eulC9fXhYvXqyG45cvX241bD9t2jQ1DYAOB2s58P7IikKH5gi5c+e2eo7OLDk5Ocevhdex52sTkWOwj8vea7GPyxkGa+QytWvXVmszihUrphabpgV3nujsSpYsKd7e3uquU4M1ILhbfOGFF9Rz/OH/73//k/DwcKusKNw5pgcLXvFalvC8YsWK5jtOIqKsYB9H9sIEA7IrDM9HR0dbPf755580O6igoCDVEWHx7alTp1QW0WuvvSbnzp2zardv3z559913pXPnzlZp8hUqVJB169apBawY5n/llVfk0qVLqTKcdu7cqTKkcC227uSGDx8uGzZskLffflt1hAsWLFALY19//XW7fj5E5N7Yx5ErMFgju1q9erUUL17c6tG4cWObbbF+YcuWLSo9vGPHjurOr0+fPmo9h+VdKKYc6tWrJwcOHDBnSGnGjh2r7l6RcYXCkFhf0aFDB6s26Ixw54g7UUw9nDlzJtW14DWwJgRTESjsOG7cOJk0aZJKiyci0rCPI1fwQpaBqy+CyFOhc61Zs6Zab2IvWOeBdS0pO2wiImdjH+ccHFkjcrBPP/1U1VZCbaOc6Nevn3odIiI9YR/neBxZI3IgpNrfu3dPfY+pECwEzi6kz8fExKjvMfWCrDAiIldiH+ccDNaIiIiIdIzToEREREQ6xmCNiIiISMcYrBERERHpGIM1IiIiIh1jsEZERESkYwzWiIiIiHSMwRoRERGRjjFYIyIiIhL9+n+cAxscAWoCmAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = a.surface_volume_estimation_from_elevation(desired_zmin= 170.5, # minimum elevation\n", " desired_zmax= 172.5, # maximum elevation\n", " nb = 25, # number of steps\n", " method= 'all below') # method to select the area below the elevation" ] }, { "cell_type": "markdown", "id": "65757682", "metadata": {}, "source": [ "## Récupérer les extensions" ] }, { "cell_type": "code", "execution_count": 5, "id": "d9a815e3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ext = WolfArray(Path(a.filename).parent / 'surface_volume' / 'surface_volume_extension.tif')\n", "ext.plot_matplotlib(with_legend=True,)" ] }, { "cell_type": "markdown", "id": "5fb2cbc3", "metadata": {}, "source": [ "## Variantes\n", "\n", "Il est possible de choisir une autre méthode de sélection parmis :\n", "- 'all below' : exploite toutes les mailles sous l'altitude courante\n", "- 'largest area' : commence par labelliser la matrice et ne conserve que la plus grande étendue\n", "- 'selected' : commence par labelliser la matrice et ne conserve que la/les zone(s) qui contiennent les coordonnées fournies" ] }, { "cell_type": "markdown", "id": "8a7cfde8", "metadata": {}, "source": [ "## Méthode 'largest area'\n", "\n", "On ne tiendra compte que de la plus grande surface labellisée." ] }, { "cell_type": "code", "execution_count": 6, "id": "b38becb6", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 26/26 [00:00<00:00, 108.64it/s]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "figaxs_largest = a.surface_volume_estimation_from_elevation(desired_zmin= 170.5,\n", " desired_zmax= 172.5,\n", " nb = 25,\n", " method= 'largest area')" ] }, { "cell_type": "code", "execution_count": 7, "id": "49bc7f40", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ext_largest = WolfArray(Path(a.filename).parent / 'surface_volume' / 'surface_volume_extension.tif')\n", "ext_largest.plot_matplotlib(with_legend=True,)" ] }, { "cell_type": "markdown", "id": "8a4db4db", "metadata": {}, "source": [ "## Méthode 'selected'\n", "\n", "On ne tiendra compte que de la surface comprenant les mailles demandées.\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "015b8d5d", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 26/26 [00:06<00:00, 3.92it/s]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "figaxs_selected = a.surface_volume_estimation_from_elevation(desired_zmin= 170.5,\n", " desired_zmax= 172.5,\n", " nb = 25,\n", " method= 'selected',\n", " selected_cells= [(253000, 136125),])" ] }, { "cell_type": "code", "execution_count": 9, "id": "944f888a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ext_select = WolfArray(Path(a.filename).parent / 'surface_volume' / 'surface_volume_extension.tif')\n", "fig, ax = ext_select.plot_matplotlib(with_legend=True,)\n", "ax.scatter(253000, 136125, color='red', marker='x', s=100, label='Selected cell')" ] }, { "cell_type": "markdown", "id": "fa765f09", "metadata": {}, "source": [ "## Accéder aux valeurs numériques du fichier\n", "\n", "La routine sauvegarde les valeurs dans un fichier texte qui peut être lu facilement par n'import quel tableur.\n", "\n", "Dans un script, il est plus simple d'utiliser Pandas.\n", "\n", "Note : le séparateur est la tabulation (pour faciliter l'import dans un tableur comme Excel)" ] }, { "cell_type": "code", "execution_count": 10, "id": "06679353", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " H [m] Z [m DNG] Volume [$m^3$] Surface [$m^2$]\n", "0 0.00 170.50 0.000000e+00 0.00\n", "1 0.08 170.58 0.000000e+00 0.00\n", "2 0.16 170.66 1.905717e+06 8315.50\n", "3 0.24 170.74 2.191867e+06 9316.75\n", "4 0.32 170.82 2.691897e+06 11237.25\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandas as pd\n", "df = pd.read_csv(Path(a.filename).parent / 'surface_volume' / 'surface_volume_hvs.txt', sep='\\t')\n", "\n", "print(df.head())\n", "df.plot(x = 'H [m]', y = 'Volume [$m^3$]')\n" ] }, { "cell_type": "markdown", "id": "bdd7b727", "metadata": {}, "source": [ "## Masquer une partie de la matrice avant le calcul\n", "\n", "Il est tout à fait possible de masquer une partie de la matrice sur base d'un polygone." ] }, { "cell_type": "code", "execution_count": 11, "id": "d06546ff", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mask = Zones(toys_dataset('SurfaceVolume', 'selection.vec'))\n", "mask_poly = mask[('selection', 'contour')]\n", "\n", "a.mask_outsidepoly(mask_poly) # Mask the area outside the polygon\n", "a.plot_matplotlib()" ] }, { "cell_type": "code", "execution_count": 12, "id": "ff55ec89", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 101/101 [00:00<00:00, 109.05it/s]\n" ] }, { "data": { "text/plain": [ "(
,\n", " array([,\n", " ],\n", " dtype=object))" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "a.surface_volume_estimation_from_elevation() # by default, the method is 'largest area'" ] }, { "cell_type": "code", "execution_count": 13, "id": "ab4fefc0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ext_mask = WolfArray(Path(a.filename).parent / 'surface_volume' / 'surface_volume_extension.tif')\n", "fig, ax = ext_mask.plot_matplotlib()\n", "ax.scatter(253000, 136125, color='red', marker='x', s=100, label='Selected cell')" ] } ], "metadata": { "kernelspec": { "display_name": "python311", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 5 }