{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "86222039-9b97-49b6-92d9-f75e0ae37d4c",
   "metadata": {},
   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4ef9230d-dda7-4194-85c1-5182993a7a4c",
   "metadata": {},
   "outputs": [],
   "source": [
    "with xr.open_dataset('output/lmr_v21_avg_reg11.nc') as ds:\n",
    "    ds_lmr_v21_past = ds.load()\n",
    "\n",
    "with xr.open_dataset('output/lmr_v21_avg_hist_reg11.nc') as ds:\n",
    "    ds_lmr_v21_hist = ds.load()\n",
    "\n",
    "with xr.open_dataset('output/lmr_online_avg_reg11.nc') as ds:\n",
    "    ds_lmr_online_past = ds.load()\n",
    "\n",
    "with xr.open_dataset('output/lmr_online_avg_hist_reg11.nc') as ds:\n",
    "    ds_lmr_online_hist = ds.load()\n",
    "\n",
    "with xr.open_dataset('output/lmr_mira_hist_reg11.nc') as ds:\n",
    "    ds_mira_hist = ds.load()\n",
    "\n",
    "with xr.open_dataset('output/lmr_mira_nat_reg11.nc') as ds:\n",
    "    ds_mira_nat = ds.load()\n",
    "\n",
    "with xr.open_dataset('output/lmr_mira_hist_cl_reg11.nc') as ds:\n",
    "    ds_mira_hist_cl = ds.load()\n",
    "\n",
    "with xr.open_dataset('output/lmr_mira_nat_cl_reg11.nc') as ds:\n",
    "    ds_mira_nat_cl = ds.load()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "3365084c-8456-4227-8e08-7a8bc2c68dad",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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izmUOOuMGPTZs52C5rkAgEAgEgqFPMBgkzgk2jufioDNuWCgKDRth3AgEAoFAMLzIJ6VEJBQLBAKBQCAYUQjjRiAQCAQCwYhCGDcCgUAgEAhGFMK4EQgEAoFAMKIQxo1AIBAIBIIRhTBuBAKBQCAQjCiEcSMQCAQCgWBEIYwbgUAgEAgEIwph3AgEAoFAIBhRCONGIBAIBALBiEIYNwKBQCAQCEYUwrgRCAQCgUAwohDGjUAgEPQBRVEgKaXFvhMIhiDCuBEIBII+sPDZHfDI9xeBvy0q9p9AMMQQxo1AIBD0gS2LmyGdlGHdh/vE/hMIhhjCuBEIBII+kIwtgUTgIZDiPWL/CQRDDGHcCAQCQR/ybdLxlQBKHNp2fyL2n0AwxBDGjUAgEBSInFL0Jwr3WCAQDAmEcSMQCAQFkpRS2mNh2wgEQw9h3AgEAkGBSHFJeyynhedGIBhqCONGIBAICkSKxrXHqaRu6AgEgqGBMG4EAoGgQOKRhPZYiumGjkAgGBoI40YgEAgKJBqMaI+lWBRkWYSmBIKhxAE1bhYtWgRXXHEFjB8/Hmw2G7z++ut5f3bp0qXgdDrhmGOOGdRtFAgEAjMttd3aYyXdA8GOmNhJAsEQ4oAaN5FIBI4++mj4xz/+UdDnAoEA3HTTTXDeeecN2rYJBAJBNqSo3nJBkQOwbXmT2FkCwRDCeSC//JJLLiH/CuUb3/gGXH/99eBwOAry9ggEAsFA0LZnq+F51I8tGKaLnSsQDBGGXc7NY489BrW1tfCrX/3qQG+KQCA4CEkm0tDZaGy50FG/5oBtj0AgGGKem0LZtWsX/OQnP4HFixeTfJt8SCQS5B8jGAwO4hYKBIKRTsSfIG0XeNy+ygO2PQKBYBh7btLpNAlF/eY3v4EZM2bk/bm7774bysvLtX+TJk0a1O0UCARDrw8U/hso4pE4pBMbDK/J6fSArV8gEBxExk0oFILVq1fDt771LeK1wX+//e1vYcOGDeTx/PnzLT931113kQRk9q+hoWG/b7tAIDgwKLICL9+zGt64b92AGTiB9nbtcXHVZPI3ndLbMQgEggPPsAlLlZWVwaZNmwyv/etf/yJGzcsvvwzTpk2z/JzH4yH/BALBwUewKwbte0PkcSopg8vt6Pc6E2qllN1RDGWjpkGkex/IwrgRCIYUB9S4CYfDsHv3bu15XV0drF+/HqqqqmDy5MnE69LU1ARPPvkk2O12mDNnjuHzo0ePBq/Xm/G6QCAQEGwAUmQe2MANKen0gTFuIjTfxu50g0PN/UunhedGIBhKHFDjBsNM55xzjvb8+9//Pvl78803w+OPPw4tLS2wbx+WWAoEAkHhhLs6QZa2k8excAx8Je5+78ZYmHlu3GBXjRvhuREIhhYH1Lg5++yzc8bB0cDJxa9//WvyTyAQCKxIp/RE30QoDjC2vN87KhqgrRecbg84nC7yOB7VKzIFAsGBZ9gkFAsEAkGhyGl98hSL6KrC/SEaDJO/Lq8Pisq99DV/FJKSqJgSCIYKwrgRCAQjlmRCyjBK+kssSAX8fKUVUDO5ijxOS1sgEUkOyPoFAkH/EcaNQCAYsaSTeqJvuGtgjJtEhAqBFpVVwuQjjtReD3X7B2T9AoGg/wjjRiAQjFjiET0XJtwzMOrkUpwaSb6yMqiZoktQSDHRGVwgGCoI40YgEIxYNn6yV3scCRj7QfWVlESNmKKyUvLXZqd5N1JMJBULBEMFYdwIBIIRS6CNCvghrbubBmSdqSRNTC6uKCN/bTaqnZOMC+PmYCMeSUI6KR/ozRBYIIwbgUAwYnF7tmqPY2Fawt0fULpCTlHPTUklLSu32Z0ZycuCkU88nIRH71wML/xx1YHeFMFwbr8gEAgEhRoi4a4t2nNZ0tXQ+0pKkkGRqYemuLwUUt1xzbiR4sK4GelIsRRs/7QFxk+vgK2Lm0FJx6C7OQXptAwOh/AVDCWEcSMQCEYkO1a0gt05BeQUzbtR5O5+N+F88/51AAptv+D4KAitzaug2jsO2hJdIMXo64KRy5r36mHt+1Q1X5FjkAg8BDZ7JUR6zoCyUb4DvXkCDmFqCgSCEcmqt+tAUQZGuA/pbo1AS20XFpiT58nmGMRAgqlFM8jzWEhUS410mnf3gJxsBEWOQipOw1GK3AOJqPDaDTWE50YgEIwokok0tNYFINC2C5R0R0aoymaz9Wm9KNKXjH6kPrPBh64N0ODogpPTE8gr0cDAlJoLhi7RntUghd/JeD3c3QU1k/vf2kMwcAjjRiAQjCg+fmIr1K7tACn8oekdO0QDEhRXePq03s7GJpClbeozhRg2SLOH6t4EOwem1FwwdAm2bbJ8PREVXruhhghLCQSCEQUaNoiimEuzZVj6yq4+rzfMKRDbuVunQ+0MHvFTY0cwclFs1l3lJSEDMOQQnhuBQDCiSEu7IRVbCKBkzqYDHcYwVSFE/AHtsc2m3zpdLjrgJcJtMNI0XGx2G3h8YphgyCm9nQeP0DgaegjPjUAgGDHEwhIkI2+CIuuGCE/j5rch1N23qqZYUM+pcXDGjdPpIn9TyRDJ6RkJYGnzEz9ZCo/+YDHIaSFSp+2XpHX4ScgADD2EcSMQCEYMiWjmzPqCW7+lP1Gi8ORPl0Ggo/AciVhIVzu2q9o29AlNUFbkiOX3D0fqN3RCKomaPgqEe4TyMktUl2Xr82bVO7v2m2G7e007dOzTz0WBNcK4EQgEI4ZExFiSa3d64cjzLtKey6kGkFOt8MIfVha87ra6du3xOV+5TXusjWlKAjobrT1Gw413/70JpNBLIIVehWCXSJZFVr5dB5DFuFHkMDF+Bpvm3X54/7+b4UWhitwrwrgRCAQjhkC7Me9FTsUzSr+l0LOQCNUTr0S+YGhGTlHNnMlHXQw1kw/V3ktKEvZgII9fv3cJpJKDP8gNJmjMKOkW1RCsh2C7SJRGdq3E3mRJ8vi2R58z7LNU9CNIJuh7g0nH3hAxztGYEuRGGDcCgWDEEI8Y82kcarKvGSn8UkG5NxiiSSdryeOayTUQ3a0P+AlJAo+vgq438i601w/vkEHL7gBIoZe15z1trQd0e4YKDvsG7bG3uAQu/OYdhvdjoYETjORJqC0f8G+gvYEa54H/DMp3jSSEcSMQCEYMsZCxOeZld/ww67KfPKX3neqNpJQEUOi6fcU2SCX1WXoYYlA1eiZ5rKSaoL2+AYYzyQQO0nruUKRnZITa+ls51l63RHuO3sAjz7kQKsZO1ZcJD0747pOntsHHj2+DT57cBl2NOwblO0YiwrgRCAQjhrip83dxRSX5O+Hw2RnLdrfkr3kjcR6hcTNmwp522l8ICdhiMN49WXvesW94GzdttbqHAokGgxAJDO+k4kQ0CTs+bQEpnpnwjYnA9Zs6oac1e9f4FW/uAbtzInlcOe4Q7fWxh07RHr927ypISelBSSCW012we207pDmjupCw6sGIMG4EAsGIIRE1hgaqxtMB6cof/iJjWX/TO/mvN6YP7hNmzIZYvS7op9gU8BXpTRNDnZ0wnDEX/ezd1ASP/3gpdDdnH/yHOh88sgU+enwbLHgm0/Oxc0UrvPPPjfDBo9k9eV2NAZCTO8njqceeqb1+1PkXa4/Ra9e4Y+BVqtPxT0EKPkH+ynLSUK4vyI4wbgQCwYiByeAXlU+EW//xP/CWlJDnvpJSOP/Wn5mWts7HsULSjBs7yIEkSDajB6DFqyd4RoPD3LiRjYOmnEaPQR3sXjN8RQr3bukAOdUMO1e2ZLxXv7kL0sn6nOFEf4sekvL4dEN20uwjweWh+VbJ6HsQ7hn4Y5+KL9f+prik5Y2fNA74d40khHEjEAhGXFjKVzYKympGG95zeY3GjJwO5e3aTyYkTZk4FZVgs9M4EDpLS7llh2/pdFdzGKIhYzk99tNKhl8Df+vwzfdIReeDFHoeUjHdSGE0bv0UkuFXIRl5B9Ipa29ILFSnPfaW6MYN4uKMnZ5mPVw5WLk/jGWvDN/jsT8Qxo3goABF297+5wZo3iWaG45kogHqQfGWFGmvpfwJSAclKKsuNi6sSHlrk2ieG7sTeroyzyGf0wMz5n6WPE5LwzM/pWFrNzz/25VQv9G6RUWwYw8MV9ISbXiZTqzOeC/UsZ38VdLtBuOBxwa6EVw51tj9u2qCLguQiA7usQ926irZ6YR1E08BRRg3goOCD/+3BfZu6oLX7l13oDdFMEhgaXdPK82FKSqnnhRZSkPrPSuh5Y8rwFuqGzyUdEbpeDakaFxTJo5H9Lyew6um0e9Jy+BWZ/Cp5PA0bjYtbKQqu0qWAd4+vIYL9MJ8+NiWXgUbFVkXZ4xHMo8dHttUUjdufGU01MmYcuRh2uPW2oEPSzk9Y7ht1SvXUrFPBvy7RhLD62wVCPoIVkLIqXZQlOEtsCbIztO/XA6KTGe2VeNpSEoOSRCGOEQgAeVVxjAVEgvmp00SCdJQkw2NG9XQqXKWgduh9pVKp8GnGk8pqW+9q/oLGiZblzZD3YYO+PiJrdC+V5/l50M83AkJ/99Ng6YugNi4zQ+fvk61foYDW5c0w84VbdDZEM4UKZQVePfhTbD4xZ0gp7oNZe/ppAxv3r8OVr9bT15b+spuSHPGTfWESYb1jZ6qV0x1NXVlDW0NRA6UnBy+3rP9jWj3KjgoSITXgBSaD3b34dht6EBvjmCAwcoROaVoM9sx0+gAJKWT8Lx3KXn8c/lMOOvGr4G/tQU2fPg+9dxEe68Awpn76nm0bDydcmiVU26nCxwOB11GTkNpddUBzblp2tEDnzxFQyzI9uWtcPvD5+b8DA7ymJiKDUe79hk9ASXVR0PE3wRKWvVG2Gyw5r29cNzFU8DtHfpDh78jAqkYGrxG4yYakCAWTELtOkyQtgHYvAAKNUhj4QjsXNUK+7Z2wr6t3XDCJVNh43xM3KXGzZhDDwe3z+gBnHbMCdrjdGIdCXU6nAPnN1CU7P3KUA3b6aLnoMCI8NwIDgoSIVpxIEv6zV8wcgh3xyGV2AxKmqrplo8eS/5GON0bzJs54fLPwvm33EY8MHyicC787TFt8AObGxKxuGbc2O10YEmn01A9kX6nnAoOit5JPnlliiIT72Ra2g2K3LsHadvyFljy0i5Y8+5eCHfrHgwE2y/YbHqICpNxk5H3IRkfHt7Prr1rSYURy7dhrH53MySicZCCj0Ey/DJaeNp7detb4OPH1xMF4GRkHvGGpeKryL5Ajrvk8ozvQUG/4y+n+VZoXEsDnHejyNmNm12r9JCawIgwbgQHCUITYn8QDycPiLhYuDsBqegH2vPK8RPIXxu3KUlOqwZs1CiJhxO9CtTFQnEy0BHSLZBIUKPB43SDw0FvobIiQ9U4atyAEoZ4uHejaaBJSVEyKCf890My8iZIkTd6/cy+LV3EM6DIUW2fMLzFRSCnjaGttLQFwv7Cwl0Hilio2fL1unV1sHPFRmKIUKNFN9Z2rWqEtLQNQImBnNwB0aAEqdhi7f0x03QBP55jLrxM/14uJ6u/YIJzLs+NFNv/59lwQRg3ghEP5iHwszPB4IAib4/euZh0lN7f9LQYvQ4ut0cLKTGScX0gsKkDObZgQIG6bFUySHezPkiiZySuenvcbo8WlkLPjZcrBw92B/a712bB0+8AKFGDqFxvyGnMs3kAEoGHQUnrwoTIBV//FlSNo0YiT9OO4eEtwNwZ69f3wNalvEaMbtyk4msNOUfo1eIpG5WZt4VUjBmr5Scl8kxSz4fG7T14ILO+37o7s/pLQBHGjWDEQ/MQ9Btdw7ZuknQpGFg2L6QDRt2G/S9i19moi7PNOedC7XGa69CtC/Hpxg3O3NPSdpJcypA5z9O2ZS2w4Gm9HcHZN90Cklrq7fF4wOmhCcVSRxQcDifRwUHaavevAVC/sRNsfUihbN29SHusyNRAPOGKL8D3n38LJs6aA5d/98cZn9m3pW+NNCP+BKx8u26/tXJQFGM3eEY6vlLPIzIhJ43GzK6Vur4N4vRQo9kKm009F9SwZT70pjLcsQ+PSXbDu6dNSFtkQxg3ghHNrtVtoCg409YHuTfvXw/zHtoE4Z4DU9UyUlEgBcnox0TNdn9Tv4lWtiDnfvnr2mO+waUUzjRuUrFFJOTUuG27pvXy3+8uJN4+DK/Nf3Kblrvi8lbB8ZddRbqAIx6PG9yjqXZOwpYEOSyB002fr3hrM+xXbAqkLDRcSGl3DpR05vsTZ80geSRIzZRpcPSFNxreT8b6JlSHOlOr3q6DRc/RNgaDTUo9TpbvxRbktY5k1JhkzfaLFSyPK1/jZuGzO+B/P1gMwc7sCeittdvYF1u+L8Wye3UOdoRxIxjRfPwEqqu+aXgN8wuwgsLfNnCxcQFAR90ySCc2EDVbrNzZX6AREuygnrhxM44Fl9ervSendKM2EdIHEZuaCMyQwq+Sv4te2AnJRJJ4+7BhISaTJiOvk/fcRVRmX0qpxo3XC+U1tDFnvaMDkvEkKFCjftfgKtXybF7UBAuf+cjSG5GScnsGMJxmpriCVn0xvCVG8cNAe9/KwbEkG/NH9qzfP17T9ADoDbF+UsjXHngk57I2VRYgqsoG9HbO4nGT4mnSEDMbwQ56Ho2fcZLh9YmzTyZ/Y8HMdhICijBuBCOaURNtIKeMAw3mF2DiZVvd8O4BNNSQYrpB8/rf959YYiKWAjlFc1xGTx1veC+ys0t/HNIrpxTFdOtT4qRjdDy8GxL+f0AqsRHef3SjIZnU5aElwFKSGjfeIh/MmDFDX384Ak61w0MqninzP1igByBbmMWqCzZPKpFpAIw9dLrhudunG4tIuKfwhHGsHksntkLC/yCkpf3TNmAgxRSv/dU9al5NdhzMuFFVsnNuW0qGZGwZJAL/g2Q8e4J2IkKvqZKq0VAzlSYzV02YBONmHEkeJ2P7N7drOCGMG8GIJtD8Vtb36taLsvCBRJFthsTb/VmhRSpc0JidpAuqIdFNupcgEotYbisDPXmh9g9JCDMV/QjSCWOXaNQ3wTAPC0v5KovB6/WCE9QQl5SEeGi3vr726H5JmqXl39YhGD6J2gopbgyhzL3muoxlbEAHbQaG6VrrChtUu5ojpLEkBi+xhxOf1zTYnpsjzrkGbv7LP+Co8y7t87pqpkztdRmXlyoXh3t6ryZLJdKky7ci+6Flx6qsyyXjIfK3pLIKrrrz53DcJZ+Bq3/yKygqpd+VTonQejaEcSMY0YS6s4cHQl19S4wUWCPL+u1ECj1rqFQaTKKBKIBCDZepRx9neG+3R+9kHY3p4QI5nWl4dDV3aQnBCBo4PG5fMSiSDDGgg2ZRFa2Ocqi30XQyBcdecrW2/Op5g597hOJ7UvglMlBav5/di4CGmpw2ejdOuELffkZxlVG0Dkukd3zaWvB2GtaxH84NOU2/s7xmDIyaPBWKKow9oawYe9gMyyRq1lojF55iuv5o0Fh1ZkU8op+LiRzetXSSdbkvJY1gz/ny14mGU1FFGXldTg3fJq2DjTBuBCOaUZN19VAzUf/wkZIfDqSS+k0amxB2mGTvB4tQDxtMbFA+muvDoyiwHfRy6GgDnweUOeP96FFUMs6u9uotKobul3dA0EYHlOqaavLXYbNrnpujL7hEW97fvBEGGww75Sr5TiWSub0+XPn3tGOOB7c3cxD3mvqNIvUb1ETXPAm0tRm/e4BbFFjBDDdPEf1Nx16cKcDHwETxH7zwNtzwh7/BzLlnZLzPxBrJeqW0lqgd29wJUiP1rnhLqMERj/Tu1Vr6su41jgayq2Qzz0xxOV03o6RSNW7kRK8VVwcrQ19DWyDoB/xM3EwyYdRGEfSPZMLoDdn4SQNc8JUjBn23Yj8gxO4sItUsifoAhBY1gXt8MRQrHojY6CAX50pqFZmrnHKMJsaYkg6AnEN8t8xdAcFNbSB76cBWqura2NU5YkpKGbqRBzoKMwD6QpxTYC40LEWSjVVdnPNv+RbMPPV0y+XGHmLMwUF6mldDOvkZcLjymx8H2o3GTSqRAo/PGO4aaOQ0Pd6eYnpMisrK4esPPQ4bPngXti9bCIG2Vjjl6i/AiVdeY2nUWRHb0gldT22D4rnjoOTkcdD1ND3GE+85Azw+agVK0d7DkfUb9f0RD1kbQ+jdktVKvZIqk3FToTbvVBKkYspXoiZ7CTSE50YwopHT2V2+ciouSikHkJSq3Mvwt+jJvINJNEC9D043veF3PLwR4lu7IPDRXoNBs8Opi/Ede8kV5O9hJ55CDBskGX03ow8Rj6+oGBa4aB6OTbGB0+k0em6SKUPyrdsz+LfXSMCY3+FwGQe5pJr8bEUijgYeNdTQsPEWG7tdM4rKK+AbDz0BX/ztX7TX5GRDTuFDM3FTeCyZo0x7oFBkNfGbMzhLq0bB6V+8EW7+6z/h0jt+CCdd+XlLw6Zy/ETLdYaWN0MUEuRv231rYZujEZrs3aAk01BcWWr5W61IxVdoj+Nh62oprKRC4wUpVj01DF0wMgmx0PDsQj/YCONGMKKR1VLXKUdfnPGeoiSgR5SDDxgsP4DRtB01bwbfZR4N0gGeacx02UKwxLkN1jrrIG2z/v4zb/gqXPqtH8DFt33f8Hou48buc8I+B61KsnGaJw41ZIEhICdnXNjsg+uZyGgpgR6Yr/1f3mGpRFg3Rp2qonM2SqqqYcLMWXD6dTdrgn8RzHXKEylmXBa9XIMJhmoUhf52H2fc8ArWs047yyAbwHP1j39l+fqu0D541rsEFru2QpstAEtdO+Bd9zpIh5JQPprKAkix3o0blEzgz7ntn2aWdJMWHqpxU1Smq18jniI9Vhjx07CYwIgwbgQjGjlFb6IOlwtAVRDVUGIQDwutm4Eio3JDiYO/Y/D3bzxMjRuXtxiUpAxvulfDdmczrHNmT+h1ulww64xzwFNkHvjkXkt9yVJc0yqn2oIhGU0YRN5k2doTMpCYq50qxo7L20OybysLjdjAoXqheuOkK69RTTvUFspfy8jcKT2XwN5AgNVIwIybUoukoV7A/Vg6KrP0e2t8L/m7y9EKb3l00cRENAY1U2gn+nSqk5S+9yagyEBDcf4TmSFM3mjhjRkEjxdTRF7/wS7SiVxgRBg3ghGNrHbUJTcDVUFUR4Hu5gaIhSRo3N6d981IkAmqPWOYDymtmaE1WQx2Dr5xI6lVUC63D9KBRFZvjUOx9+kYV4wZB57iYnB4rPMy3Kq3hlXAHHriBXmHJ/rLnnXGGf/4mbNg8pHH5OW5Wf4a05tx5lTe5cHl7A66Hz56fF3e+zOltqxgJBMD57kJdcczSssTUfzddMD3FFt7Z3qjcqyenM5QZOtzKxyKQM0ktQ+XHIY3H1gPz/1mBaS49h+5KB+VmRQeZv3JbE5wujNzauxO+rvqN7XAsld0CQLBEDBuFi1aBFdccQWMHz+eXDSvv06VQLPx6quvwgUXXAA1NTVQVlYGc+fOhffff3+/ba9g+JFWPTdOt9Oy944UjcNzv1sJb9y3HmrXin5TfQV7M2GYDymv0Y2Ajx9fCYNNUvVeOL1eUrGUDRkUUCxmuKXVVFU4Gzf++QH4+r8eh4QpBMQo8lLvTyRIk3vLa6j3JBEdfPXYxh1dGVU9n//578HlpQ0es+2PpJQmgzAlP8OGoSg0hJWMhUmz1HxIc20wcm1Xoezd0gVP/nQZfPzEVnXbFFjw7A749A29GinfZGEzF37j2zB5zlFw9U9+rb1m5+QOzB4yXxnLi5GheWcbdLcEaeNLC2x2Y5ipdddLGcuEVc+Nw2FtnDlc9HVFicMe0StvaBk3kUgEjj76aPjHP/6RtzGExs28efNgzZo1cM455xDjaN26/aeGKhieCcU481GsjJtYDKKBEMipVqjbOLjGTe3admjeNfIa3eGA0r43pOUHuH16/kY0MPgGY1L1Crg9HvB3Z9cYUWwKBOZn6h597qe/ybl+HBzxX4zTyeEpLqMhg0iIGgulaudo5skaLEhCLyfe96W779Me29UwUyJqvQ0b5zeAFH5RfWYdIgotaYLwp3oStoaNehFQXyfcnZ/OCt/jqzePUiG8/SDNXdm5gobYWmsDsGVRE+xcwbp+22hIug+gnsznf/FHmHasLichqdo5ZrD6y+XxEi8Lkgg+AQn/w5CS4pbXi1nk0l00OavnxuHOzBlCnC5qtCXDL4OcHHn3lWFt3FxyySXw+9//Hq6+OlM4yor77rsPfvSjH8GJJ54I06dPhz/+8Y/k71tvZVehFRzcsJwbl9sFTlfmjSkejYEUfJaIzoU6B08WHme47/1nM7x278gzxHGQTcWw+oPu67lXf1F7Lx1fNejhvqRapeXy+iBlUfo86/BZ2uPg3sw2BWWcNk4uYlHrgbyyivZi6lFl9D1qxZQiD8wAno2e1igkI7RvmttXAmMOOUx7DzuUI4motbcp0pO7wkZqiUDg7T3gf70WZFMISUnrZcxv3v9hXknjnQ3Gcudlr/b/WmurD4Kc9kMi+KSmJo26P8noItITjIVu8g259QZRp1bzeMyggCPicKqGCBGVlKBzX+bvTOH+Utdz9AXXGu5TPGFV4sDrKSF6Oqivg//aHlwH/rf3gJTQJ2vhTjEGjqicG1mWIRQKQZV6c7EikUhAMBg0/BMcPKTVmZa7yAfJeKYLfduSBlBkOuvxt6wftO3oaEDvUAfI6ZHXC6ZhWzek4iiAp6u8MrCv12AnO6ZVz43H54NEJHOmfNVnr9IeLw8ZWyogfIWTGW9pmTawhdv0Y/flL39Ze1w9mor5hdL0/HKpniuW7zVYYKNOhrlCx6n2wYpHrPN+Ah27cq67/f61sNy5E1Y6d0M6kD35V1Fi8PSvludcFzVujfsi2JlfOCsX9Zs6QQr+j/TVSkZpekJPSx2kE6shnaCTCE8xPTYDQbo7DglOWoAnqXqm2H5n2O32LJ286fIV45iXL9Nwjqn6N0eXnUr0dPyv7YbY+g6QmkIQXtIEJWrpOdm2pBjXRpRxc++995LQ1rXXUuvXirvvvhvKy8u1f5Mm0Yx2wcEBk2DH2fQxF30h432MVzNsFjeigWLdB1tACj0FUvDR/daWYH/xwSN6Wev5t9xO/rq56g6a3Dn4DRLdRV5Vu8UI06NBAqEgSE3GAd88s7/yzp/DF3/zZ7jkWz+Ar/ztIfVLZAjb6LlyxpQTYOpUvddQaRWV3Y/JEigpWfPcsNn5YBFo13N6sL2AuVVErqTmYPumrOvF/dNs74EtzgbY6NwL4Q7jwHnZHT/UHmMH+FBXJKd3jvT+Smw2vJZO7uq3R0+RTeXlyTQkIkajyeU26sP0h67nt2c1bqQANU48RcZcmmB3QvNsRQIJmP/kNmitxTwp+tsrx43RlYZNqs2JCA2xjrOPh25bGCLr2kh150vu5UTqwG7TRUgdzmE9lA8Kw3aPPPfcc/DrX/8aXnjhBRg9mlq/Vtx1110QCAS0fw0NDft1OwUHFkVVKcWBb/wMPa49afax5G8qtkB7za6KsQ00eHNrr9thdEuPIBRZ92iw9gNFqscD8bcOrrdKTlGDxltUlJH0e9XlV2bMntsfXEdUjHkwX2X01ENJ8igK+004fDbMPuMcompLviMpw14HzR/yTauwlMKP2ySQI0lN7l+RU4Makov4uw0GGY+niJahS1Fr48ahlq8jV/3oF4b3ku1RmOdeqz0P+Y376nDUh/Hpk8RE4BEqOJeFRBQ9Fcb30/GVOT+TD+17jB6jcHci49rKlq/SF7qiflBsekoFT2hFMyiyAt4SqnXD2LqkBd79NzUkX/3rWti2rAXefVjftxVj1LFLScDD31oA25bpOU5JNV9njXMPvOpZQf5ubd4NQXuMSB14S3SpgVRSNNAcEcYNGjRf+9rX4MUXX4Tzzz8/57Iej4dUVvH/BAcPspr3gHomPk3VE+D4yz+TsSxWVA0GmAeQlvTqjeQAVYr0hc7GMCmdHUiSEez2bOTi276nPe5qGtxkx3RK9c4V+0BKGI2bqtHVBs9Mi6MHdtlbiIoxD+ar3Pin+w3Jo9naGCRtxkG5uIR6SVI2GTrfrwVPEUuoTg1qDyWWpOsuGgsVY4yaLExtOMF1QufhK6enHn284b3GTmMScSgYzuoRJShRKjiXhVg4ltWj0x9sNkdGc8417+0xvFY9gRo3mKsS29ZFdJD6ysdJPWx98sknG95rsfcQleKJM40eNCXVCvWbaJPRQFs3yU1jYXAUeSzSekYlQVHSMP/J7eR+QbZZVZde76zX/vK6RVd8/y59X9jLiByDYBgbN+ixwXj3s88+C5dddtmB3hzBEIZUJajGjRdcULzBDeMqp8PYQ6dDzZQpmcsXWBKbL7FwHOSkftOVYoMvPW8FGjUv/H4lKZ0dSFj7Ah70fNiddJDft3XvoHow2ECLMvuYY8d7J8aOzRRiW+jeCjsddKadL0muuuf4443GgNvtBoc60HatawRXmg26MkhcXsxAwyqO7Jy4oFmeP2Xq98VwOPVJnlnALxANZSTdm7HZjL8r1JU95yPUbd3DLdzTv7wbpvPC6G5uyQgFOhz0GPe8tBO6ntgK/rf61iwX9ZMgbjSMjjtO70C/2dkAqXgSyscYvXqYi5YMv0HybJKR58hzKfQCec9TMsogIpnwPwByqgkifnoOp1PJnEZ2cXklnHE9zf2y2XwQDR6Y+8pQ5YAaN+FwGNavX0/+IXV1deTxvn37tJDSTTfdZDBs8Dnm2pxyyinQ2tpK/mG4SSAwQ2fNaqLfp1FIbO2BMyuuJj1yrLRNtEqHASYSMA4WC57anLe410DSsS9EZoe0FHXwBQuLK2noon59LSnP3R89hFhC8cyaaaSyEg0PKxa5tkG6gJluKsENKsVGtVj0DJWprR9e9CwDW1gfBKUs1UoDAVP55TtWM5hcfzJhbUCw1gkTj8jsgG0uU05YlMC73MbzN9SVvQSfqYDbHUVaqTQS7OyfR09OG8/h+vWNkIy8Y1D1Pf2LdPzwb2ohHjv/SlYiroPXAjbETLZlN7YC79VDiUKNqZOn05D2Zz7zGahy6UZiMibBnLMzIwmYVF+P1U4p4z7yllSrx46dowoxfELdYUjEUpbGnyHsmlZg3PSZ9JNysN+esJHGATVuVq9eDcceeyz5h3z/+98nj3/5y1+S5y0tLZqhg/z73/+GVCoFt99+O4wbN077953vfOeA/QbB0IV2PaYu3nhPFNY69kDAFlWly22kG7SV4N9AEwsY3fpNO7tg4/zMm+xgI8XikAg8Csnwq3TfDBBOj7UInrdEzVeRu2HFW9lbIfTXgGU9hLwBB0Sb6ABSVFpMQtK56Hw5/3JkrdQX7JalxePL9HOpo73TIMtPPp+Woas5PKBGJQtL2Sw8NyzcYe73Zfa0lFaUQrzWD0pagZQ/Dh3/3QjxnUajIx5PZHi5qicaCzNCOfSFEhFm3LgNoaQNH+3UvBR9IRY0/rba9Xo+JYYXb3v0Wa0dxSeuzcRjt8Slh4cZ0TVtpNN393PZz4fuji4t56q6Qq/A8pTo3iMpLoHbVwS3/+95qJ6ol+UjAay0sxnFBJ0uNpkyely6Glph21IMDdJzzqfoBnqESxCXU2monjBJy3sLdGY/BgcjB9S4Ofvss7VZJP/v8ccfJ+/j3wUL9IRPfJxreYGAJx7GGyedYS6FbbDWVQdvuVdnDaeYVVQHiqiqXMtIxZbBsldzl+LmKn/FpMS+0Fa3BUAJg5zaq8X1BwKbg3ot5l57m+F1n5pUnI6vgHRycOThSZk5E7L7sBsiQAfLkgpj1Yo5lIR0+LsKDkuhcWOFFwXcVELd6KmjyzFP0oKnt8Pzv13Z52NnRUrNyWCaNogcTxFDhCU5W5UYY7WenKIGzCTXVOj87yZo+tkS8L9RC4naAA3BcITqu6DlDysgzeXVXHzbd0liMSOYY2BNqG0p7E43uH36QN2+twNe//u6Abuu5JQ+Ybjom98BSCrQ/tAGEopqdNDQWK1D1+hhhHd2kWTdPe20b5QVy8O6hABqZjEqx43SHne8sJUmFReXwGEnnWP4fP2G1QbBRat+UYwlL22EaCgCcpJOCHyaZwcgzB3P7nd2k47tTjc91/1tmb/tYGbY5dwIBPmyYb7uLWgCenOLm3IFeKxi3ANBzFSOm5Y2Q1rKXoqbDTTk3/nnRlJOGujITxmWhxd0i4UK/3xv1UroLUlHktosv7hCzz8Id8yDwSAeoQasy+6BdlsAdjqp8TBqolGYzyo/b348/4GVtQvIZtz4xurhiVAwqHUEjwSp12LbsgaQU82wet7AebBY/gVT4E0HE9D8u0+h87HNUFzJvGbxDG8RVhQxQ6C8qxQk1UPQsb0J3navgQ0O4yCPJfAd0W4IL28xqPdiSXjZaOqhCHVlTw1g3iuH0wNOzjCQk7ugp8BKOjy3Vr61B5a/Vgv+tu6MCixGcUUlRD5tAWlvEMLEC5KdtS1bSJPVxa7txINlRVTWQ5gur25snHTSSdrjmD8CiTr6e4orjfo6zbtwfxtDeaMm0qTvc778ddNvjMLeDUv038U1c+2y6yHuwGp6PNw+eqzDXZkClQczwrgRjFg2fUKrDCYXzwI5R7dnhjxIxk08lJnUmYp+XPB6kvE0KHKECAHynpfulggseWlXrwmFUlR/f+37uuco2BmDJS/vgnAvqrXZkNOqcaP4oOV3n0LXk7TPT8UY/QZvVwf7gSbcQw3HMtcoeJPr0lw9Wp9R0++3w3UXY0drHZtsKzh5lyUOmymtoQMMEoyFwOGkv3ff5nai85OMvAtS6HmQInoZcH+R1PwLZjBEN3ZCKp2C+K4e8GyXoNRVRTqzS7FkphdKbZXRWBOBJ70L4RHvx0Swr9Xuh4DdeL7ucrTAa56V0BrObKXhLVY1fkLdObZTNW5cHjj9Czdqr6cTGyAZeTv/7tmKAjtWtsKqd+ph7ft7STftXMR6IsRTu9iZ2XGbp1P14EVtCZBN+4ph44oNPFW6xwX1jort1GuH+0gKUyOIyQEw5HSm4VFUTo2b4y75DPzghbehrGYieZ6KLYKuxg5L44afnL2rlut7iqlhHRW5pwaEcSMYkeCNUE53g9dRDHNHf4Y0TTRz6AnGcs6wv/+qqVbETcJi2jYWUK3DmgQmAv8mQoASV+L76l/WwIaPG4hHJ+d2cB6kHZ/u0xooPvXz5bDhowb44FGj0Fo+YC6JItOB0tdEbyfx7XTQGTVJz8WRtQqigWXhM3SbfS7duCDfPcpo3CBOl7EqSCLlt0phXpIsQo/HHKN34k4kJfAU01BBT0sTdDSEQVbDcjE/bQswkMaNy+slLRJa3tsBz3gWw3zXZpBWdMH54260rGTiq/XWdus5KHWOzKo3nrqezDyxonK6nxORHMYNa2zq8sDhx54BVRNoEiyCoZfGHb0nFqMxj122P3psK6Ti6yAVX6+FbVhYxszGjp3QZg/ADqfRc5MySSE0OfTvT3ITAB6bXTdufOXGwgMX17tqbxvN+3F5jInsspR5bR578RWG58GORi1/JpUIWRo3PF12ej1jnk8uNeqDFWHcCEYksVCSqKeeNOpSEq5I22RLLZYLv3EHzDj1al10rUCDIx8SUToT9pUay5JJs8kCaNqpz+YCbVQ7A4mH/ZBKbICmHbkHp3hYH+QwLIHGUssumiuBHb1bdgf65E1i5beSIwXPe5aSxG2kYgxN5iTYXH32DOWiu4UOqjaPcYDzejM7KTu9Ru9RHCvp8tChUTAZ+EN1IE1b3zIxefn06SeSx8lUEsYcehR53NmwGV7/G/bdotgc2Vs9FEpCLdkuKi2FyKo2qFNaiQYPGinorQg6JUOPIv1z+uA+ym00Cnn4XA+y7RYil0wJOZ1DRE6KU8/NNM8MaL1nFRw+Rg/lILvX5D5vkV2rsMs2Gom7IBX7BFKx+dp73lLrFguRtHXoleUOhZc1Q3RjB8S5hN5YmE4akq0RbTmScB1JZTWcK0v08Gsau62TZqvWyezFFaOhavxEIrrIctIY53z5G/p6UjQ0iN63bMYNw1tCz32zOvPBjjBuBCMSDLVgtUGVb4IhXMGDiX9HnnshTJgxgTyXU+2kBHOgkaL0plNcOd7weqECb+HufZaXroTVT9GPIR7Ub/g8gY4oPPvrT6GzUU+gTUU/JB2VMZSVCD4LCf8/IZ3I7fmxIhHBAYAOAhuDe0h+BiZuIzWTp0KJmnuAydvR4CCURSt0YHQX6YM0ykRY4a40zrhTtjSk80isTnXFtQHQKWe/ZbJE02Q6BeU11LDDfmZKSk/0TCYGTkSU9ZOakpoKXW/vgi0OvVoIvRWve6iXKKR2l84sJ7aDqerb9IPsWBumPbVz3gsGy/exavzISKnaQzPsM0ABBSb6OaOXlFD3LhPQuqeDVvpF3s7cTI8xMXfS7CPJ32z5M11dXUSF2f9mLXQ/ux1citOQl4Yl4W33rYWWu2kODyZcO4F6HsdU1WQYzuMn6Nd1Um3/4VH7i5mZfvL58JW/P0xUsM0cdwnnyZHpRGSMd0qvxo2vVFWjtuiddzAjjBvBiKSnlc5qF0LvzTBdHvWmrYQGZQBOqm55d1EJfObOn2mvdzUX1gqkbfcqQ9kpAxsHIqmEdSnr6nfqSQdpbHJozgNor68DJU29QMnou1AoWNWhrc+mDyaoCIu9ungVVX9bZs5GoexZ1wE7VuheKylE1ZFLPLQUu6q4Ai688ELLz5aq2i88+ejQJCMJUkaMdDmyu/7daul5Mo0tGFRl3FQrSOGXMvSGBgKmYTPKX06qgFCW34qoP2iZA2azObWGj1Y4PE4oUziRuZ1+6H5pp2EZlu/DdHOstzNOclbq7O3wlGcRNNiMVWpbF34Ewa7cCe5tuz8l16cV3hLdk4ItND7zA3qNOVivBBPt7+6EVDABS53bYb2j3iDdiaG+2I4e2OxogGZFrbCyt8I+B73GTj31tIz1VUzSvz+wriUj6ZinpCozXJqLqkkzLb3OfIiNlf1nE2w8WBHGjWDA1G9XvLUHYqHCVTLb9wZJiexAaoC07KJejgZv5mCEbuaYmheCTJx1hPY41DnwgpCSetPx+IpgGid1HwsU1sk3neK8Nag9otDKEY0s03Ap0QOJ4FMZcX8p9Aqs/9DYhqBQon62f+2G3lzhRY2a94YR7OhfNQeWMGOfHsy72LSgEVJqCMBhc0LIRgfHqdOmWnZiZuJ75vfMvais6O7Sz5WUkl180a1qnqDBgK0gCIpxwJGTO2E7V3XUr5YeySj57dsdTbDYld3rFg0az7OoaoigPg4v58+orqbetssvv9ygsYJGQHhNCyk3Z9jtqtdDSUM8Ym0opaQ4lLtHwcfuTSDZUrDUrDVjc8Pa97KXYdPfoBu0Zmqm6GEhbKHBei4ls3iTMOm3aec+2OZsgtWuWoNnpPuTetj63mr41LWT9NfCkOQnbr0MvEbt4s0zbdo07XEMJGLY+8qsBUHHHKJ/PvxpM3T8ZyPIORrLxordGQnNhve3dUFxuapGLVkbiPu2dMEHj24hOksHE8K4EfQbzFNBSX/0ECx8Nn9hNARviC/dvZokw7bUDpxh0V5PB9eydGaVDrqZux7fQkpnkcpxE7TS3UBH7gqM/nhuPMVF4HS7wV1Ey5Rb67rglT+vJrkvvYEhrIifS3yMJ6BuQyepHNGRLfvLdO39BJS0hddEiZDqq/7Qtpduu83uAb7lUs9H9Vqyq7uI3tCjof7dXOORFPGEyMlG2Lq0GfZt7Qawl4Hb7oMNTjo4jp6Y2W6BgeJ7d955J3z3u9/VwgxJUy8qM9hgs/2tHTn1chhFlXRQjack8DLjxoKdK/Qu6n0l0B4DUGLgcRRZCtPxRE0K2RHVIHU43SCp7UnMZfM//vGP4fDDDyc9kxirXLXwunsVSV5myGoOkpyqh84Ga89KOimB266HjiK2BJTV6IN8OrEGpGh3XnIDVri91snqmPtkxTz3Ouheol83vHGT8Edhn103wlOmPLHKKmNjTJaDM3Y0vabXuPYQ44ZVyyFHnX9xRod6nJj4X6+FxJ4ARDfo1+a4GYcb1h1Vk/WnjTaKJjKaQ+1Qonall9MxzeDneevBDSRnCcvnDyaEcXOQgh6WrqbMwQYvOtZYcfELO+H1v68lM+ac6wqjtkkMUolN0LijMCGpfVu7tO8ND2BDx4if5mKMspVkfqe9E2rtbSSXguF0lfSqtNpXkgk6o/KWFmt6H0j9hlZo3ROENfN4A0U3ZohAnQoqliqyfrzikTh8/MQ2SCf5PBwZwhaKr6Fu42s1U3X11FRsqfa4qEKvYskHzOVZM4+FKVxEDp6B3gSGU+3MHO+ncRPxx0EKPQtS+EVo27OVav3IEXBxbTP4WbQVRUVFUFFRoenVYBsMs8cQE0nZa9hgU1LF8qy6QfNU1NCBL2yLgU+tYLEi1LEaIiahvELpaQuT88HOtTPIhllgLxKgzz2eMgiqHi8eLG/2+ahxZvZ0ddvDEOOkDZKSbui8/jdjl25tmUQcFLcxT+VLf7jP8Lyt9pOcvyGXBtWcsy8gfyfOmmP83nT2PCDegOGdIu+618FWp14V1v6UsYIwm+r1McdRlX0kEYuTsCT2fcJ/F9z6LVLujds3boZ6jaVk2GNvI8rJCc57dtm3f2hYbyRN71ETa4z5eozWnnYoH0NDXYocyvCeSVwOYVtdYZ7i4Y4wbkYo6LZe98E+NbE2k3f+tRGe//3KjDLMZa/WEi/MlsVNsGF+PTRua4VmtaImG2/ctxYSgYdIkmq44+OC1G+xDQBJaA38a0B1GqIBOug7XMbYt0OxwwfuDfCJezP4OS+Ny0uNm3D3wHawRsNQitJBvViNjaPeB4LeFCkyD7oajTMqHFix7PXpXy6HtNrFuLM5BEpaL2nFASYeaoFk+GXDZ8PdmaEfKWYcWM65mRcN43J3CuzIgIKCiqIaiDY3KYFmLHft1CrPXB46UMb6adzsWKEL4KXiy2HzAgzFpDXjBpNfR4/ODBtYwRJlu9/cBW33rtG6RUc3dULL71dA6ON9IDWHyQD0npvmbY331WgzbytKK+jxTdhS4FINWCvSyTrobOjfvlj7Hg66aQBndg8RgmGrWNDUCDNErzOPr8JQKYR885vfNBg0J55IK8B4om36IFk1jhPls/AOolQAEfEzXYduTxEcd8nntOeYn5UNNGKZGjPjvK/dRjq5X/rtO0kriP/7z9Pw+V/8wbAMav5kAxtd5kNLuzGEmC3kye+nlFpqf9KV15B/TKjvC7++R/PoyEkZ5rs3k1yp7S26ejd6tHxlenJ8Ip00dJ43Y4/KUDlWNXyUMGz8xHgvWfqqvm4pmgJ5EKpBhyq9m/2CYQm6IDcvbIJlr+6GkioPXPrNo8DlcUBZjY94BFp27QIl3QV1GybAxJmVsOPTFuhujcK699EbsBsWPpeEROBxksQnxbGstcrye3Dm29WkGwRpaStsW9oCR59n7UY109mwR0to3bN2NRxzQWHeAytwUE0lqEFmx4RHziHEJ+d11LXCmJPoTN9dVArRABpFAzu7QYE9lshbM3mUpvfBBmgkFsCb4bXatmMFE1Mg3ry4CSbProLuBqM+Su3aRkgnaJIrT6AdB5hDDa+luY7kSHmNdVJjWu2unS/eYoWU25PtTneClDJ+XsGkYq8T3F5qfCTUqrFCQOPuud+uIPvDIISmpKC7mYaL7GqPHo8dexflJ8xH8oMU2rzXIcvgfmM3VF0zA3rm7YE2mx9SH6WhPJIkAxDDzYUarGDeDsSRazuUKCQieH5alzD3Bp4j7fXUeLc7cldfOWxuiJu6fDNpAo+3GBQbPWZlZWVwwQUXZHRRP//882HXlh3QHdYnOMENrTDmeJpLZbfrngI0tBX5ZoMmTCKSAgXbDpj6X2FfpFlnnA5r332FvpDFA4XH/elfLNfChyd85mtw6jWXgMvjhWMuvFRbDtsQmEnK1Lg5//izoGxKNbz66qtQKB+49Zy0iy/Ww0tmsAM9egMxxMV3kO9NFNJcHIDn7zceegJ2r/oUisrL4Z2XaAWkt7gIZsyYATt37oRDDjkE9uyh13QsHIWisnKw2atBkbtg26LX4NSr9RzCMOedRsMGe3mVVmXKJIxEhOdmhILhHpR7x6aC4e4EvHbvWnjmV5/C4uexWV0cpMhbkIy+B10Na0j1yYePbYU179ZrZcVSaL5WndDTUqf1NXrz/nXQvFu/0YW64pCM8i7lNNRvzi13zt+k22r1kEzj9oHxmtSu69BySXLNCIPt+u/wqqJrseDAJhQHOyOgpLsN7QicbuOsPpXQZ4ev/W0tPP6TpZDEYxB+k4QGn/31Cgio4mAacszgyWEkLETIlLQxVOgrt9Y2UdRZYr507TMOFmyWyYhup8aIW+2h07yrDd77z+aCtIQ2zG/QDD2ZK6nG36SkaOirqJIqu/ocuRtl8mCRM4JemRe8y6B9Nc3Z2WZvgLc8a4gU/84VeiIp4jEdN6sBTsvl6cwMO007joZPkO6W3Am0uUC5Ary2kaIK60kHw2Z3QiIc1ELNfJjU5daNsTvuuAOOPJKWUJsF6o6ffrThtaakniN2xFnnGd8zNd2MYYgv3QWK6TrEdhYlVbpxp2SpbFr43A5IJ/eCkqJh5uLyCmLY5AMzbsrLy+Goo46Cw2sOgULBBGhkzqwjskoMMFiokwk+5iKwWr9200ROgVuP0wkz555OStoTak6Ut8QHV111FVx66aVwzTXXwOmzqFZQV5zer8YcSn9bImK81iPmPmG9VKUVQuO2zfDmvX+EYGf/qyAHA2HcjDAwoQzzNeKBNVTuPfg0JGNLQYpHQU73wKaFDeBv7dR0FCI9rdC4rYksmwj8R0s8RQ8Mw26nN+z3/7sZGrb1wPwn9MqMeDQJMrcs0rx9Wdbtw9kDGkgf/m8LLH+9Fpp36xeGomC5cv/dprid2J+FrFOdRZ48VVeQZbRE9O/2lqghBVU7ZKDYsx69C+gtskPNFDrbTaWMCZCK4oB4OEm8FCikh4J6KE2PqraKTA0wKW7KC8F9bs8sbU6YVEqt3NBOU4hAW7ZAz02oU79B2x1OkGTj52Mt1Dj2FKsudSUBtWvboaU2/7ymtvogOW+TscWQir5veC8tUeNDVqu0vKpHLB8cJkG6t1QtpA0x6tavdbQadGPI78hj/R4n3bddCzPzqEZP4QwRpe+3XsyrwGakZDWmhPAZNcacI5vDCYoShs0LGw05MIjbxXmaHNkVpPmmoEh9SM+nQgPly/c+pD1HTzHPjuV7SQsI2WTcoOempLIKSqonGVqfsGbIeNxR3G/vxm2QDKN3Rw3PVGTPZTKTko2CenzJdqGgB6s3nGprjnw8N/6P9fMjzokq8uAkAFW0kaLSIpIvhr2s8C962pCYmmg94xRqZCbj/gwxU8ThVBu5RgdOx+uFX/8Edq1cBvMe/CsMRURYagSB4Sac9ZeN8kKkhwpQKXIPuRHKyXoy23V4joZP30gYZlBN2xeDkjaXpyoZN+J4aCNZV7d0JvaAJq/5WzNLNOPBPSTXp2xUZj5Ae32QGEj6urltiS2Cbcu+BGOnlUPVeOsYcz4oaTTcjDcYt8WA3iX5M1Q+/W1dpBeQp2hgeiEF29UZZ+U4Ld7OwlI6KTJg4U0dPTYylyQsBR8Du/twkNSEmMlHngT7Nq0kxzVXk0LtOUkwxN9udH1bIVtUzmQDt9XunKw1AL31V/+BR5553DBdqm2thxqYDg4nHRzTifXE6EwnqXpvPsSCrWQf5CKl/hyfK393u920D7CCB0uc0fsTUg1jpm3C8GRRneWpThZDxBaDVsg04DA3xF00HqRoM6STfR9kwt26ATvGMxV2g264lGC/Im4ijRMTnLC4PGlDaTZySGwqrPW0kjy0XOE8vtklUiwZr6XyMXooq6zKeF7uXqOey2SCxG1Dkj4ee9ixsLurgYSdmnb0kC7hs08fD1uXoNdZASn8hmF9ZVwPr95IKimSLOxWBfVKq/P/rJlc1W8M0ndMyU87qcGhe7+CXKsFHiWR1pqa+tRiBG171N5VkjohKa+hXrB0KmqY6EbVfnOl1V7wt0UNCcYDRdN2o4dzqCA8NyMIdOHjyYvJijbToWWhCfQIdDbocuehbhSuy60/grodmBiYin5A+p4kox9pHhZWZupwlsARZ1+sJRaued/a7Y4VWmkJXc11JIciFdO73yJYEo45Fv2BF02T1e10OtFpbLyBM5cvwrQx0Nh699+F91jKRqiz3tCDB6mZZBqElTiEe4IQC1OPjdlwkaXtoKiethknZ4qI8bBZufb9pDQ80yNzxg16UvEhx51LN0PRO3r3hpxSNIn4sdMvBf9jO0Dia8HRM1ZLZ/hloyoMOi9dTcbZvVXYBRsjYiilpzmzisbtM1bAsYiGlQGbDbtFGCTZGQN7jmaa3jyMG8Vp08qmb/zTAySJ9Mt/e4gklM489QzNC9pc23fJgcbtuses1G5qBVBuLFW2qWGyfZsXaK+lJDr4sn5rzl6GAZcpiToei2kyCuTzXG+lrYteJm02OhtDsOyV3dDTSqvp7KZ1yKpxV6L2aUpEEsSwIesghk2Shl0VoyeyPM+EcfI7VWPK7aPnxQknnNDrZ3CZ66+/PuN1t7v3c8uper+kcO+hH16XKJC0zkVLx5KQVH8DhqV4vMX0HsJK+Uuq6TWGfd7+detNkJIkWMaVfqNxw+QUBgP8vqGG8NyMABq2dRMrfcUbeyAVWw5gL4IchQKqm1d9HA9DshdrHlU7P36cEwlTUE9BJgnKsaCqmeHykUZwWxa8R25IgTY0poyaDZjMNv/JlZCMvENfsGXOtFFozuYcQ4ynfJNDzaABxkinVaE3F2ZDOEBWZ0LkdykpItJlc9jBbqcDl5yshcbthZWz50KKUaOkcuxUaP/3RnDV+CDIhXMYIVKlld2wYMbp6Gk0v4Tnkm//HFa8+jZ0N63P0G3pabHW0Jl2zPGw+Bn6uHyMOmAoKVLplo/XipSpqwaX05GAYDpKuiojM0dNgx2ddZCAJMgJDD+YQhLqMckG5oVhHhiGLSVTR3VPUQUcdcGlsOqNZzMM2N4SfnmsRF8DTV1gyyLZn61flZkGrmKoqnQcOKfSQal6wiRDeLFlV9+Nm1VvU10br7MG9tr17zvttNOgZvRYgDX6sjbVmJI5Ach0KgFjfFNhoWurVt2VTy4JAyt8Ah/sJQnYZuzO8fDR41ugaQf1XKXj1LPnIPsumnFdFleWadeJw7sHkuHXweE5BtJSraUiMSbZ5oOSwiudfoenyKuVcd96663w3//+1zLsdPrpp2ddX7YqKR70HPYkQxBR74n5ElMSIDWGwD3RGGaOBWNambq5BN2jGjt4D0PKOK9ULNgNH//vYdi9Xi+Nl1N1kAi+CduWngVzzrrBoMPTV7DXmKJ6lDd+/B4pdx9KCM/NMAc9Km/evx7mPbQJ5FQLqcDBhGDI0zCQUw2aVyAba9/bAztXGvu/YKk4zrBjarM2h9sLRegSV6lfZ8yPYLLzBq8EKyPmwCRnKfgEpNTSXGTjJ43w7zsWQGtdwODWxvyN3npBpWXduHGa8izQ5ZtEMTTi9uVi+enMbe8LaMyFe+iNrto2CqS6AERWtsJZN341Y9n1H+yGsEkm3wgdFMtGZc5cy6pLtZJ38wyqZbd1cjdz1SOVY6kAGTbAzLe5ZSyiz06rilzwllsfUau89Ea73dlEZvjjDjNWwNVt7M5QqH72NyugbmMntO4JwPbl9ZCKrQA5hcfbmAsy5agzYNSkyYbX0uoNlu/O3Ov2YwWPiX2vb4KYKppmhaY6nIMjZs7WHgc+5jWIGEz0LrPDdr6w8vtS12iisssP0O5SowFWOuqQDD0aFMSbWDQDuuz5tYGwj8n83U17jflIk+acpQnyNWxFr6wfUvE1WmsQr9c4cLOw1KjJ9FhibhkaNnQd6y0Nm//77zOa50vfFwpITWEinMeDz1OqOB9/rk+YMAF+/etfw/jx47US7rvuuiunYZMvxWpVYLjAqsCYTYLOxzNDO3G1iScmv5vPbV8J/a4kpIghV1RmPO47li2CiYdTL56n2Am1Kx4l4cmmLS/D6rdohWN/Ka7UvYTdTX0/nwcLYdwMc6IBKjiGFnQyqjdOZDeVXlESoMi5Z5GY6IvJxjxLXtoCi57fAZEeehNyun3gVati6GewBNo4Cw50BCEZzq8cM6525MVKGawYQk/Ruw/TWSDy6et7SOXNI99bZGhAicaezU5dtFOPPgVSasWE2+MmnhseTNZLqC7kijH6DTAR2gUDAVY+sY7ZFZESWOTcCuscdVA9aUrGsh0N3eBvzZ1oa7M5SNmnudoKkzqd6swuZQpLNe2w1vPw+PSbYc0U1sgwDR88srHgvI9pocPJDVrDp+/naFcYxs+cZfhss0lbCTWXeloiMO9fG+GVP6+BZGw+pOJLqYaPyQAeP3Ms1Ew2eq9saiiINa7MB5bLwNPk6CKNP7NRPLZ3r8HZZ9FBHtkTzLzhy1p4eH3WdgW5wLYTyQg1vhWb0auFnk42aDNYpZoUixg8NwG1Y3g+uC36JC0PbCGDKmPMNN3oxuaWUvApSMUWkuAQIkfSlmGpitHVGd5WK46//LPk3DcTXdMO7Q+ug64n9aIGvO+g1oyi9jrjjRvGl770JVJ5dO6552YV5iuUIqbnpCqS5wt2cveXZxrVcfXe5LYok/eqkzEJaPNXu8OeEZ6uX/cuKEoKZs01JmEvef5JWPDMdvj4ia1aTk5f4D2wLbsKU6bfHwjjZpiDcvtS6AXSMddc8lsIrP2AFanoRxmDTCr2KexYvgf2bmrWhNrYAMvCOwue3WFoB9C+N3+jIdgRIqXnqHGBpaBS6GUId+u5Qii/jxcusmt1GzRu74YnfroUHr59gaaZMfusCyCpem5caNyYPDeYdtHZ1Wms6CFeqBoYCLqbdhBZesx/CkWisNPZQuTZXY7MwQLzalZxMv9WuIsqSWn7WTd+LWMGxYwVc6+kQDv1HoybfiSMnzkbzvrSVzVPlv55rOKhBkJXU++tIJDWPfpyEneT++IXvwi2Ufp5EGjtJoMuhsEYqQQXNyFaHE1EyBGPM+Zh4b5gA56s5vUwcCt9pUYvgKzGmPLJi9C22SIUs85ZD6kcTQqLOc9kNnzF+kCyO2hhWHIJ9GjM5QI9nS/+cRU0YJsJlc2LmjSvRooz5rBVAgudYeuEIhs9BswQ7mnu1pJJlbQErb78DavJkyfDySefTMqpGUGIgsxV3lSM0a8ZWnGprx/7IiVsxu9jQndFqvBhb5xw2VUZr2F+WPfLO6DHFobobrqP0ODCjt6tT+j71sqjxyqPeG0inmuvpbpThcCMpISasJ2LEsXoaXm7J1PdORZU9YhMGkGIV73e0YDDxq5WpOLLIOF/AFa8/NuM99a8eSdsWbiQeP37AhqQsZDuaW6vrx1yeTfCuBnm9LT2qIl3/es07Pbln6jH3M9kBqnerD1FxWQQKx2lu+W3LGois3Jk7+Yu2Lo4f+v+tXuXwfwnt0Ja2kVyhOTUPj1Xh9xA68mFi2XuyXga3rhvPdHzIe+poQXsuZJSdM+NlbpsMiFBbEsXlG0pgqoaFu7ofzwac1eYerDL7oYGe5ehDPY7T78Gp157g/YaVh2hhywX3hLqYeHFy8j63R4i8kW+N6aHi9Z/tA8SISr2Nf2kk+G63/4ZTrjiavoZjxcOP+0sOOzEU6BiDK6XznI9PmP4MRuswajDVQSLuORIHGTHjWeeIIDWD+gxv/y7P9Z/f1JPdMSwohR5gwg54nGWgk/m/N7ZZ51nMESRtLrthRg32A+otxJoxrhx48jyGNLoDb4bNPMoZYPXi7LirX9sIAbOmw/oA5DLzZ0jXIjmyiuv1B7jgO1RJyvMuEF5gXUf7SOK2bKcgHQ6YTBecoHXNbadQJ2V2bPp9R22xyEe1L1Bs04/O+vnsf8V5unwdL+2S7tv9IavfJpBE4cRXddOFKRf8ayAj1zUq4u9mpJtEYi3U88iFhHkc4zN4O8scxX3qaIqHov3LjLKVY4hpfZMIyseovvXY6F2jQYbO7v4dhiW36dYG+x4P7VqwZMPKMipyMb1Bjv1yedQQBg3w5zupuzdcs1UjLHuT4IkpcJVK9ErgbMDvlSRZeUjUuhpaK9DrRYF3v7HBpKInA2sKjGsO9kIoY5VkIy8pb3Ge6YiXW+Sv1iaLsXatdkEaqIwQ6+4ohRSLB/D6wa7J/Mmh5oUXU9thdimTjjn+JvV3xXtt0z5zpX6tjrsbtjs1PMv0lKaVJjM/dx1xm2JzDM8Hz3tWDjlc1/UnvvK9Jst897MvYauo6iCuuxTXFnp0pd3g6y6+8fPzFR+vuyOH8KVd/7ckLgdbH07r9/X3UyFHT1F5dBqNw7SRxyhK6T22OgN2m3qtcRCMo3burXE5FzMOOVsknPhLS7JCMvZ1Jk5eufyBYXQsIfSTTfd1Ouyt9xyC9x22215DZIGL4Ejt3GTii0mxks2YkEMOesej42fNEDDFt3AH3MYFdcb7arI8ECwDu3YqBWRkzugc183bF/eSkOlnBfTqjooW1Lt5z//eU0AMdytbzse3/Ezj6OPi6ZkqCSbiaueHBSsm3REbmkAKWqdz5HsjmoduxvUsn1sufCK+1N4x71WU63uK86SwsJVvmrqUYzHE6Q/WbLD2uhQkmnNuDl1DhXjcyqZ51YkQj/vtRCPxGvWpU7CtPBV6fXg8J4M+4N4mBpF6K1n6tCB9oErxBgIhHEzzPETuf3sXPc7vUHdaV/QPQVI+Ri9gaLdlp+qcDaqJ9KZcHG5btyQ3kmhl6CjIQRpaSe5mVvx1fv/A+NnzIKq8RMNicWpWGYZMOtbZVcFs5B9W9ZCKr4aEv6/GzRRcCBMKbqQV3V55uwvKSVhs6OB3BCTKbostktArZv+sO59qjOEOB3erNLrRowzobLRU+DUz+vHrLRKHzhPuPyz8IMX3tbeL66gyX1prqy0fFQAQA5p1Tpo/PW8tgtCizO9MxVjM6uwchHpoYNJ5QRjqwc2CI63V+s9piyEGfesp+etvy0/Qb/jLrlcy7nAGzueM2fe8BXiAdNKfi1yQ7KBbQa+/OUvw5QpmflPZtCoyadaBuGXK7NlzvwvvUNvjJhOrM5p3KSl3ZDw/wNSCer9XPwCtkzRQ1SlVaUZ14K2zeprTq4qJti2DLpb0NiVwCvr21lIzgnue6+NrrP1uc1EG4hxyHE0KTdtKtV0qE1peVAZmp0X2BPq9v89DxMO141iHvQwWrGzJzNhu6GjCfz2KATtdMAv8/QeSszGqaedSv7OtJgYWFFVQ0Ua/UqY9CfDnmUpiwapWEHIwp+V1fS6lSzUwSNxatwUe6yFC9126olue2ELSA0hsDvHgsuHUhGFe6oKJa6GpHwlZTBuOt0/gbb8J9r7A2HcDHNCXblzJEoqy0iTubnXXA8zTjkdxh46nVjbV/7wF1AxVpcjr5qQ2zWN4GdZaamZURNpKOKoC8xdk5MkbwCTDK249Z//I43f7A4H3PzXf4K3dHKvCdSInesE3bAlTgQAzWBPIzbwubwumDY+s9+VFE/Ap66d0GOPwLqwmhOkJCAa6HuHchTL6mrUqx/sprYAqYQem56eQ7emZnKFwatSPTF7WKSojA50abWLMNJR95JBx4dUa61ohcA7xl5TyJmq7g0mY7NBBw08VE62gsXbS6uMuiqMLtAHbUWiN/Ijz71Qey0Zp59v3WMtAOYrNeZiFFcaewfhOXPiZz5HPGBMZp8p0R5ojppCQzfpcObANss0UHc1Zh4LRjKC3kmF5ryRBE4/KGnd9Z9Kqt4PC8OLeZl4b1Ms3AKBVtqjzKEaKDNHHVKw5II77dQ6ayebdWPaowrLYTUWj93CuOHPC2IwFZfAF3/zJ7j5L//Q3kePwEXf/A6cfeMtlp8PpIyGIXqIFVMpf3EvjUVzcfzxx8M3vvEN4q3Kh5pxtOoQk9KxRH+zYx8km/WwT3R9OzT+ZDF0f6KrE5eppe0S56FjxNTcHZaobMathh4xf6zrOZqnVgg2x1jSxuOhb3wH2vfqTWnzIR4OafcVNrGKBvNXHt8fCONmmBP1G42b0dOM2hOYn4A5Gqd+/npiQFz/h7/BHU+8DIedcDK4vfpFc8rnboTJc3K7h2/4499h4mw6mzGDnhdk6lHHZiQnk9L0LPClzbh9Ujx3vktIrdJxevikX+sQErrP05qQlxeKqjOTF0Pr9NkGEzVDgp1+UnnFex3yFbhb+vIOSMc/1bfDFDMPrW/T1nv2TdY3bsSnusWv+tEv4NATToY5Z+u9icwwLQ+FVxlWhepGTaYeOkwA3ejYC3X2tozfUlRBjSNscohl+Fil9sj3F8Ojdy627PKeVMNfJVUVMMFBvXbHzzw6Q2SMfK/6eT4RetVbn1iev+SzpWXwtQce0ZKcDSKLFujeub6FIFD7ZCApVROeu5O9h9tY3zYzrBu8QYo/+D/Dax61ZYjDYsLB2kDwoTGnuwRi6gDkctBrvyiP8vZsydiYHF/3n5UQ30Wr3zxq3hdrfcKwq7krLMlZ+40W3tFRk6fCLQ8+CkdfcCkxduacc0HWY+80VREpeJ6ljOe1W+m7lBsaXZhvlasTPE+RWp6NzXk/dG+ET127oKVHN0b979Bj7V+uJ5qXVpZq1XuoucWTStH97MoiTsl0nd51ryNq6xfecoRa/q3vg0NPyNUPSyGe9ai/Ft748++hEMJ+eswxuZ9NRGKh/uV9DjTCuBnGoI5KqNM4OJz8WWPoyWUSHsMLls3U+PdKR1XBVT/8Jdzwh79ZfheGAJAJh2e68accdSxUjNWTSMtHm3RIpPzKi5Gi0twek+4WGg5JJ7lGgKaeQwatC1ZJU+QBX7V+kzx8Eh3w+dJfDCnY1RBS7Zp98O9vLyRKuZiE2bijB/512yfwz2/Oh3UfWumX6LTXGcNpdpOxF1jaSHJ8EK8pOZZnqlphdOjxJ8NVP/wFlI9W9Wgs0AcW2saBGGZAB5OTrqSVH82dbbDStRs+dm8mHbt5isuYQrNEvDWbPmmkKrFKEjobMm9aabV1RdmoMVq5/dSJ+rkxTW3kh8RUrR8+eTQaoD3QrDqF3/LAI+ApKiLVbtrvy5F4mmTGDVfeXghjxozJyJu56KKLSFIp5toUythRdH0RzovGc9JVuifALLrIQM0fHjz3eD73s99pTWEtjRs11ybJlWt3N0vgVDWIbGoLkCI1tFUITKwR6bGHofNRquhdUaNOHkyJ8XY7Xd6phlEYiZB1Dh6e5+ffchtUjsudwG3Op0lFkxBYZqxQs1ftP28ehvewMswqtITsiOyFR7wfwyY1/85lc4JPve7QuAnMqyP5OAx2Xbmc1t5yD1d1OT+9EaafMAau/O6xBuOmbFRm5aerRK08IzmQ9PuCnYXly7z/EE136Ni3VzNuogHhuREMELXr2kFRcyoYFWN1OXZvaXWG6BUPn5iJvUrQ2Bl72AyomUKb75XV6Dd9DAEg1ROMScmnXfslMvDy+Epze1+OvvAy8pdV7vBEA7kvskAbNeZkrtojGxJ380QNFH4QmzKN/sZ1Tn3mjEafw00H0W1L94CcTsLy12rh5T+tgTdUaXgEZeWxDw6C1QZYnotN/pigoL9lqbbssRdfBVOOOdGwXfX2dohupoOXVYfjq+/6Ddzy4CMk9JIvRaqMPSaLYmVaIpLSmipWjKU3uCBXusnnSiB6BVIKXv3raogG2yHhf5D8C3RmGjdymt60S6uraA8fznuEXHwxbcWBRNv1z4+fSQ02FJt84q6lBv0VBEOTaNggNq4sO1vohFaepAwy+4VinpljVdDcuXNJOfDoAuT+GcyDxDxKZs647mYYPe1ky3YZjA8fM4brzHlLNZOnav2prIwbt2q8UIFDNoeVQYrFyQAcUo36ytG5u4r3xvvuDbDBgX3rZE01N2NbfPTcctmd4OLyQWKBwsTuzKRVz4a2Pn8EJFM+m1zUN5XzvoDnqEcN9zHCH+2DyBp6T1vhpmFvZtyUe0rBq14z6O3BSU/TL5ZpxzqlSiw4OdkGHntIvz7iBlFK/Vxh+TBI1YRJpE+dTc0F6028NR9iwYCmvt2xN3uI9UAg2i8MY5LxFKlYYu7c82+5HYrL9dDLlDlH5vx82Sjdk+HmBqZrf3k3tNXthtFTD4EXf3MXzDwVG2VSMDxSM/UQqBg9Fi799p1aNQbPsRddBi27rGPAR5x1Ppz31W/CqddcBz4LUa5Lbv8evPPAXzJex/YO6WQMgqqnyhzXN3Pd7/4C3e/UGgYwnFl9/etfJ3+DPZmiYTanA1yeEkjGuiCd3AXp8Evg9J4G7XuPJTcCTIi2OWrA6T2R6EMcc8EkWPu+7sWZfEQ1XPHto4n7X1K376Srroadn2wFaNNFxtB7Ura5CE6HWers29jYsqxmNJSjjL4FKNMux1LgnW7MdfGVMOMkSWb9ZdUerTqtRFUS5XN9sMKipEI/5m6u2gbLvHsa9c7u3Y2oNaN746hoJDNofFQCHhsUcqEo1Fspdvggko5BsMcPzKyMhdo0DZtoMAqpqPE4UM0dyvST5sKWBR+BI4fysJJEmX3VO8d9f38GKL7aqy+wRpPpLMYNWUbNo/C3Wg8wacn4Osu7Yf3FMB+FJaY7XI4cmisSjDn0VGirXQLpxDqQYtVgtzmhzU73+5hxusc1X2688UZ46qmntOfYR+viWCrrOTvtuJNhx46lxLihlVZ0v0S5UvK+YG5QGW7qgcVqSwkGGqn7E6/DA/GUfp0lIAXdL+2A4uPHQNzUzLfMU2xI5p7nXgvnSUdCOiCBo9wNErZfcBh7d/GkK+woOJQBVp81bNlIPGCYjB3q6iQTpcNOmktE+3paGuGFX6m9V1T62o4B8zhLa+gEIBrMLcS4vxHGzTCmaafuTbjie3dB1fgJBiGlsVxowIry0Zxxw11kGOOecuQx2kzarKly058eyLlevKBKqkcRCfANH75reO/i275L/rLywWyhGJ5jLroJGrasha7GzRAL9JAcEFnOLhiFAzXmAG197APAyAw2SWSJlUzB1UrYCzUxsClj1I+VLHTfpuJLIIVhNTbLSe4BWdoB7rIbiWFDNSTwpuWEfVu6uOqQLq0XTsIi9LDH0Qq64HvaMNPiq8Z40Kho/wfVPBl310ngKPcYwjZ2pxvklARttZsgdDSGG2RDP55kTL+5Rup7oGRipfHmZvMRgygR+C/Y3dO198LdxhAJ6gphHyrE6XLrzf1M+RvlnhKIRGPQsaMZDjv/aLA5bHDBLbfBi7/9KXkfVa/tTvpbR087Ak668grwqd3ZWTjuiu/9hMw4s5GOJ8mst78JxT/4wQ9g+fLlRI6/v7gsPDfoYUr3xMFZTfdRIkJn13GujYVBYTeuX9sI677OKq7QCEMZg2zKzKzJp5SUoKtxtfZ6IhIh1VVsn1VVF+65OfTQQ6HaVgpdnLZWIhiDopJysDsrQE7p4Ykzrv8ygNpF3OlwgtPjgoS63bFwbn2WbGC42ea0QzJs9Hq1v7cLUh76u6qrq0mJO/7dn/jcHvBzic4L3FugJdUDX4idCh7FZRAzxLAShsJdioOoFKPB+ax3CfwkfBIkG0OQVq/fbJ6b5qheKatwCSY46Vz77ptw9PkXk/PkpCuv0d4rLvdAOpmZe5hO5V8d6ueqok7+7LXgUWUepGisXz0BBxqRczOMCXXo5duV4+igjZ6UibPmkOdHnH1+zs8fetxJxAsz+chjcs6OCwW9EZNmH0k8SYWCVRPYTZnHXeQDbwk1huJRnPFLutKrzUaquEqraegFf/et/3yMDCZrnNRzU1FcnjXp0/Dddjd4ii2SF03uW+yDk4qvIiHBhP8+SPj/CQn//ZBK0FCCrJbCHn/57SQsKFkaN7zgFafw+9s/Zw/BJGXotoWh1eaHtKmKCY/75CPoLDXUsQ3WvqcKJtpc2qwMuzkzOt6h3ZqtSZEGpoxE1DgAv/XgBk1W34vVSuyxKSxRpJawhtr8EFpEcyEMmiZKQhP0O+S4M2Dm3NMtZ4ajLNpVaNvGdWBGoca+gufDhRdeCJVcv5y+4vKonhuutN//xm5o/ctqiKylnispQY0bNKKx6a3ZeMQy8WygNgwSjat90SxUdjXF6pRkqFLDpE8+B4xta6GwPCcGa8NiSO63+cjAys5/t8MFdrfuZepcWAcxNTybL+mgBK1/XgXNv1kOwS6jp4DvlXUgDBukSO0vxbPD2QzhZc3adWLOmUHDhsff3g2JtjA0OOgEyZVFnJLXJ8K8QFYkUFJZBWde/+WsnjRzHiYj0G5dyo2en7Y63QveWrvTcN9h+XCkBVCWMOuBQHhuhil4Inc00LyPKUefYxgQr/3V3UQ9EquPcoEn+Y333D+oljZWPWz4cF6GSm0uMBzGg6EPb6laMhkLQagLE1Sp5+b2R58jFxcaFHaHU/stKX9CU0XtRleMCVxutFwO7ap7nnwmncooQc4GVkPxFVHk89H3Ye/m60muDtlu1ZORUMNB40proCWUW5coV46UtDcIr3pWkMeHxE+CKqCGGIqFRVa3wejx06F+w0KQYt3QuL1F/ZSXzKaSrVGIRfWZMhpJDJKA3B3PKrLIGviRZWUFWmrxvFPLeGU7yGoPH4/Jc1KEA2wPwCbHPjh88T4oOyd7mT8TgSyUeI/+mwppnDmYaJ4brL+TFbDZbeBf0Qgd9iDYPqiD4uPGgNujDyRorJeN0g2UpMnYyUZcTarHVgLZ5PmllASnXP0lWPfum1oJvodL7O2Lei/5bQ6Zt8khyvJnuNwgljOVVEvWXU4nXHX5VVpIS7IloevpbTDxnjN6/T5sq4DLxrd3EyMB+8QFXEbPzxKXHgo/EIYNUoke6e7MgoO2Pc3adcJwj7euAgu1+mGP2hYGcXqtz+tDDjkEZhw6A3bW7oRRcimkumLgqrHWxOFhnhYzzTu3WxpEL/3uZ9DT0kRSEjBCgBNQBuZlorGNE1occ6Ro1FCFeyARnpthChFBU0sui00hHhy4ezNs+GUHE6x6+M5Tr8L3n38LZs7t/SbG4LcfBz52QaIXoadVvfBtTq3tA3on+N+S7NRvfGefbS0Nzxs2rPTSqjlfIaASM8ttcbHQgBoqrC4xegXSIRZay+8YBFbrnrowV3bZ8dAGCC9shLFt9DxIxGKQTrAwRgri27qh/f61EOESg+e7N0OyPUp0QZruWkK8CjPKTrD83lgorBlBdRs6DWKMqLbMMLc/8KnHDKX6V9l25/xtvPpyIaCAGfluRTdsDzRMKRk9Nzgo43772LUZ5rnXwSZlb4bYZTRolMBv3J6fNyOepB6RIi3fCgwFAogkJ9VSarpv5HS35rnBxOK+Gjdpp3Ggjgbob+CVvW2qRwKFMhGX00VCWodVUSMX23bU2vMTfsMWKWjYRCAOL3iWwVOehdDkyN3w90DgHW89Odq415gLRPDQ4XfGDKN8R+eSOgjF9HPCk8XTgpw0lyocR20SyHk2YrU7HDDnHN2bx0hwkx8+XIWGDVK7egWse+8tTV8Jk9oxH4gkUmv3576FGgcDYdwMU0LdcVBkegGUVFvnrwwV0HVZ6MBz4Td1L09JZalW5puIRCHYQd21mLibbb2BFr1E/owz8jOq0nIaiitzGzcTjzgn5/soiqUl26rdiBNJasSUFBXDnNlztGVT6C0hOTr5hVPaZb2btk3VsEGaY53wvms9SEE1/KUkIS3R8lz0xqBXB5MZmeQ9w/9mLUgNQTIIY6jr6Grr35aIUqMIDZt5D28kfcUYSVaxA/aMgZIfdPfIzJNEQ4nZRAgLJZCO9FvPZLA8N9jUMIU5Qd1xaFRDDFvVRqDn3ExFE5Fwj9Gz+OGj6/NrXKgmrRdZNPRkOkNo3KA30FOipnQrYbCrnhs8Zn3lLK77OfkNfjYYpzJC5Zj3w3vWSor07cX2CVYK1mai9T0wz7UOnvMuJecxH8opLbAH1GBy+CzawNQM7yllnHACnUygSCBKDqD3BWm290AioHtRPTnCrSyMGrRFIRHMPyR07le/oT222ek6kmqYkyei6tkwGrdthpSk9hPk9If07vPCuBH0k5QUBjlVZ6iGGUmMnqbnWZTVVEDlONWAU5KacePyZg8hde6lIakyd0nes1Msvawck9udXdFL6awUep4MIHxpdFK9ueMM7Kxz9EEhFAwZPDy9sblN76qeUmfDyNueNSQ+/4mDGjRK2qh91OEKwtPeRbDH1Lywo7YZpJ4oPOb9hKxjjdO6lDMZpze4Za/uNnTpRoGwaCPNR3JZRLhLOA0VvkT22l/+kVT38RRX5CeTH93YAZHV+mz/A/cGzTs0VODzWNCLJ7XrYT2n2uEZf7/dQQeEBJdUTHInFPZbHBnSDUxvSg5JkFBVbUtGZ14HHlVQDivZ0Hhw+3Sj3akK+Dm5/lKFcsoppxD13kOqaLJ3WD2X+dAmJoMjSTUHjeWOMLE7RmJX7/ooO1v3QHMWTw0mrg8VJk6cSHJhjp6uT2IQs5cJE9eZzAAaffi4U80ZwlJxKaAbCZ6a7L+vqqoK3DYXSRDvMWme5QILQ67+ya/hsJOvAbuLetKkeOY1lIwb8wUxIT2tem54KRGPmvdlpVt1oBCem2FKy06ae4FUT8wUatrfYG4B5n7kMwszIzWFSaIl/1kPp1mCYTfWRwcH14ifhpNcnuwztu4uejOpLMvfq5WMSVA5PrdxU5XF7WwFCgeypE5m7JSrlUuIXxW9Ou6SK8jfqUfTxoPZ8KS5QVPKVA0O2NgN0ZizsardusXBMtdOaGjQmxJucO6Fy77zo4zlEtEwtO8NQnfTFkiGX9Vev/Dib0DPIipF4JIzDciSMfq+d3GeFUw2x35CPL7S3gcoDKF1P7sdel7eBdFNxtwl9xDJtzHr5uA51ckNOqVpfUCwqYZOgusinYimuP5oxmvpjidf1vSmpPaoJqZXbLHvfKWqcYOelJQMTpc3o9cZ6z/VF7DKB9V7K9Vk/WCcDsy80GT1xMmGnBt2jEpHGb2j5mNpRWs0e6iu2je0PNcYZpoz01pOYO7sE0ll3qWXXprxHn9vaOGa0VpVwzHQc13ipsc66LeWFVDSMiT2BkmIlGfasSfAocdj0Ykrq+eGeWkYmDDMXuNL1FkhhjBuBP1GTuuu/WLuomCgoYCaKOYTerBo+tkS0igusrKw5mkoJtf+4DroeXEnSZhllFRVkSqZMYdMJwJzvjLdqGB6Cg4mMW9BR4QaN9VV2Y0VbJxYU1MDs8cepnlDehPOMyvljjk0e8sKDA1g2Sp2CUZ8JT6Sl1KizpyTam7OyVddC5/76W+1mW42tNkx57nBxGmr9hGM46+4GXxR60Gs0d4F7Z/qfW6Q6SdZtddI0f5gYWN/sO5ntpOeXNkYVaMLSrpSdoNwoDlxO5cCMUOOJmGPvQ12OJohvKSZ3LR9Cj0HPneJqro6BCA5YOq8Ecu1O+v1a8Ih4TGjxgzLfUFhPUaQyxXjG6ked+mVxu7tTV1aaMaqwotVrmGZfjqW0vo+ke1T24F4TW1B+lMdFFdDZNjeBXWacHsZmudGDa+UjTF6P/dKvd8zeO0YM+bQNOrwHGhcbuswaU31KFKZZxVO/8pXqFfOXPnVW3J0saqZFFY7dZvpfGIrycsLfpyZ6Owrw5QBelwkC+PGXP3Utmc3tOzameG5KVL7S4W7h04elPDcDFPUXMKsmjGRFS1EE6UvDdUYifoARDf0PqvCARyNKYz7YtfpQsBk105bEHY6miHVw7dCcJCS8Bv+cC+5EfAdg2Oh7l5zVVhfn/E5RMqmTp0Kt99+Oxw6k2q67HN0gs9TSrQ5UEX5y3/9V8ZnZp5qzN9xq3L22YybVEdM07ZgnowidebMdEowwQ+9Nu4sVQxIYl/QIHuPn8VBsvUevfu4AkpGh+jRkw8BT9h4Iz1jLm3Wifo/MZtkUWZs6tmT7gA5haXcRm9R+yFJrUIlpHZhNrvMy1UjBjU8WI4RYr65W4lBmkmFEiQRerFrG9Q52iHOhTNKRw2t2TszbnoW7YXQtnaDBAAaZojdYTRugl0xeOluXTyRx5zovu89mqBaai+yrBJj1VKYR4yCjeWsNQIeT1XO38d5c/qKU11XSk5r24m9oc65We/XlVQ1VNxquG70WKPq844tOzIUs82wVgRWOIr1c+eXv/wlSVo2sGcBwHPXATTpuWKDTbbybRS3zEZFReY5fNV5V/Sar+hTjZu4SbIBVj0Cyns/g8ROGla2updPO2oUgGrcsKRwnpSFjMWWhVRQMiADPPTQQ9De3g6l6iQy3NMFwc52MgHF6qkDiTBuhilM3dPlLQaH3waJPX7NIJGawxBY2Agtth4IbWmH0JImYoDw+N+qhdZ7Vxtm/gg2wWv/13pItkag4+GN0P3cdlJVkwvsk/SEZyG86FkOO51c4mgexONxeN2zilRONHK6PWzQZ/1zyGxY7S4sqaq2KCCXLUQWU9szlOUx6Ele2TCAojbH+V/7P3Bx+iEYDrj4tu8RD0MlJ7I3+8y5cNT5eqsBc8VKvDMM3XZ60yhSy51Zj51oox/aHlwHsW2ZsfLA+/XQ/fJOLVSH3bxbOVd1KiaRXjTofWFgqencc2gfKUZZjcfg4kaOPPpobfkVLt0YneZTvVamklUkGX4547W3m/WqKSvwmF119Wfp9trSEPH3r7FeoFa/Oa9t3AyRPd2acWbW2BkqoanA7nZYbcplatlBZ9Aouogk43FSIPDUz5aDYirHv+Dr3ybhg+Mu+YxB7yhgp9dkWdKb9ftRlBKJh6IweprukZQddNu8aouG/sA0d1JqYjnCD8YYSpRUD6VX7e1m9kR4wAWhBcaeUGZYKwIr3GOKDeEyA3j9vHATwI55AB/+CvYXKFZoRdGEwqoxWWPNXDBDNmbOmXnnByAt05Wtraqp7A47FJcXZ1WMTrIQFCfyytjpj0BbWxu89NJLUKIaN6iJ89o9v4GHbr0B9m3Ov6fgYCCMm2FKqIta44cedwa0/3M9dPxnEzFs0CBpf2AdbE7XwzuetfCxayME3t4DkVWtWtdZDFWFlzYTrwJ6eBA5kSaeE2yCJ+0LEU2JOns76SKdDuRuddDx0jYyeCGLndtIfDdfdjfqvZ0CWWLGDIeLejZSqjS9I8vsKLq2TRv0Sqt6v5nMmTPHQoyMhsawz9aEw2cTb84RZ51HXr/+d3/VP6wk4IJbv0Uk8c24fG5o3UnLKBEMgZHX1cElWu+HZFMYQov0vBcEDdHQJw0QXd1G9WdwQFSM7l6cpTVuqoP33MbKmsPPvQA+d9dvDAZii8NY8VCcTVNGLeNl1TS5OO+r/weT0nrYadQo/TEP38/L3114Yz3cFy1/WgmNP1kMrfN26L9B8cL2T3XV3pIcXcMPBMVqP6W3PWszvFobenYRTwULq0rxBOldJqcDXL4NVrG44ajzLiKJn7zwmhzTPWbyKOtjhQaGW+2aHQvFYPrJerixbAz1ZnryrNLLhVNN1k/FkpYhcNzWhNp2wFNRpBkg55yjV+ZtcNbnbMUQ/rSZGPMMTL69+uqryW8888wzYczY7A1lIdCIUtj0cbd1B/bBNm74ggYrTaJclFRnyfFrWAmw/J8ArZs0Ecc4H0JK0Xt2IHmz9pKSSGdMcum20nOrZadaYWnhuUGh1Gx0dHRoxk24u0tLG+BTCQ4EQ6d+UlAQqQQd4CsrRkOsRQIZ4/MPb4QeWxic4IAtSZpL0ejohq1yA8x4X4HAu3VQftFU8B0xCjY7GqDF3g2XpkdDUUcU2u5bS5bfZ++EVc5aOKtrNnzsoYPHEf5OmAKV2kwMZfQZ6bBEjCAe1KPwTMl+YpObIM7u7OgR0C/I8IZWAKPjwQAmEEtR9MxQT4hDdeub6Xp5J8Q9avk163adA4yBYzUPVp+Eu0NQCWP10Ng995Nt5WejqBuCoUDsgjtuOi39vPj270H1pENg+cus546dzGoDQTqg1xRXaTowKEOPYGhlrWsPnNw+E0YD9aaggSk1hmGDYy8x0Obe74DiU8bBlhZjuC+0rxvWezK9ZF0dnXDoqcfD2TfdAl1NDTD2ML1xXm+uceb695aOg6jfmIvDc/QFl8DsM8+FrYufJM/L3MWkZ5cVeDMvsnshKschHo1ndMde+fpLpF1HNkILGyHdQ2+wTXbdwMPKr1KZ3tQnl4zN0Ng50MyaNB06tlpXr6AHLlEf1MKq8XAU/G2dIAUfNSznslC7RSTummnpMV57PFhFE1eSRHtk0thD4XvPvUG0beY99ApAjOrO9Be7TK+LBkcnxHf7wXe4MZ8mFZGg20YnDGPHjjWUki9fugziqmdgdedWuAKMFUYIrtP/ei2k3NRw+uyZl8HR59IWGbNmzSIhOVmWIRQKwZQpFkrWCd5bWHixQ19h+UXIN756K3QFeyAWi/XaiPW0006DpUv1xrtWyeKERy/QHvom/tage0SfBMkfG4ayuZ+NLUDsnKcLCXYy4ztFPDVYSWXuWu8pKiFVjqx1ipmSSmrcNO/Ulc3zFUQdLIRxMwzBctF0kpb1VpWPhWe888njzyVOgVdUBduytE/zy2FVDFaNHpGeBIF36sA1uRQ+ddGksPWNW+EUuxuS6STRQvnAS0trP3LrLsVYMqaFStCjUHbxVCg7m5aAyuEkLHQbBar2bNkNx15kLPXlXeqtf1sN9mIX+GZXQ2h3J0vWz2gsZ0a72St0lmdX5cvN7HK0AJOByXem5HN4IJFKQiRgDJ2wsJiZL//tIYj0dEP1xElad+8555zHGTd0ttYSpqGUMk7bA5Va2YCAbJTrATN5MATV+qdVkII0rPJS0bsjEhNBWdQIvtHGgSgai0G7M9MTwmZmx19GE2zRQ4AaMJJNDxtkK41neRNV48tJfy0rTvncDXDatdcRA5WFII8qn5HTuChzFUM0gcaN0YNx6uevJ5VTE2bOzvrZWHMAnvMsgQiXb8TYYqPhnRK1k/tQwqq9B8Nvj0A8HdcSivdtaYd0Yn7mOqqtvY5RTVMG4LOfpWE/K7DdAc554hGWwOww5MBkywspBN5b0/z4ejj0nnMN7wd3d2jXojmn5NBJh8CWWjoYkuar5nUrCnQ+vRXWOvZogptMQ4g8VnON0BOUVctKvXcRovsv2dXp069Xb2kRzJpg3QrBDAqO8sZNPvcvXxC9eGMgwTcTjtP9lVbGZrSvcJmMG6e7FJIRvdTbyrhxeTykdco1P/89vPz7n2dsQ1eEhkn5PJsDbdyIsNQwRIpjAi+9wbl9+k30FY+xHQDPemc9GSQwcTfQoYcpMFbe1dkFz3qWwEue5drrYRuX3KueJt2f1EO7LQCBD/VZfcgilFTfnT1+LjWEINoThkijHwIf1EPQFjN0y7Zym2arqMEZmxWYcMrIV+OGJVdGuVYDOZcvKc3oecSEBil0AIlK9PeNqdDL9c0JoFHWJyslk3LuvXY9t+Rd1zrY4KiHiFoJ4VVvPBgu9FgI1/FlxWSVISmjp01v/YJqJuttEpweo8zAYSfQWbOc0NcZ0krQrWHhD763FYKq0phIna3XDbK2Z7ulYUO2QZ2SOrIYoAcScysKZNYYPdG1ub0VFPX4KUoCFDnTy1MxxnpA7Fmve+yOVvOnDHz6MMDLXwM36ylmas4psdLsATBu+B5TOx2ZnsSedTQs67a7MvJhTjlLD5U5LDR3MDy+T2qDtS49nOQuKzAJOhUzPuaNnUGE7/ZdSCgK7w0YakPOO++8zBwixCS3UaQ2C43LkpZ6AOrvlhV6z7SpPb0wNGXm0tsv0R6by8G1sm/1voOTOIabkzyoa9TD72Q5ry+vIoHBRHhuhiGJaBJAoWGXeMT6xh80xflZDgom7la9UkK6ZSOY7IficObmbTxqixhY7NpKqj0OS4+FLxFfA0DEJB2PNNq7iXaNe0KmSzUWiMBT3kVQpHhgVmoCbHUa802af7kMKj83HYpPzLyxe4qNs+HqCQM3Y/fhRRvDcsq+i1CZe7ZgrxfsloxOHP4GZw/LGTNU9GhhyS5vYLLjuMpeCxOTVWQ9x885Fpau/ZSo3yYsjBZM0DY890e0mXM+Cs3IqdfeAJGAH2afcQ68969HWfieUDF2nKbfov3OqtwGpEdNXA03+4mmSdGRuXWZMGer6+mtUHHZIdAlZ09CZr16mPE9lGDq1DxlHv38xW2uHFcE/hbap8wMNrTFvCYr/JtayPVbpoblMga+96i6t0ceDWD3QKzHeE6z0uz+NBrVGOcBUOcSmJx+USINdo9+PjR10TJvH1eKbqXfgpV7ZPPVvK+OhzeQCkHmSWYUVRSoZK3239KI9WAyHAw2OKlCPRuz7lE+nHvuueRfViTjPbfMTX9jBBIkadhR5kFBMHIqyGo6gaPCA6n2KMmtNDNmqu5h+d93vwE3/PHvWo4N77khf7mJiMNh1wooMefOe9b5WiXVgfbaIAf0rrBo0SK44oorYPz48SSn4fXXX+/1MwsXLoTjjz+e5A1g47CHH34YDjY69qHnRa2iCRUudx3jZPjjgSiEY7kH9HQyRdzPrJP1bgfOOun3s1BDmaMYbvnSVzSNhvASoyXPQiQ7X6LdjrGseY0rUxEXdTl6XrEuJ6/k9DEcNidUxktAjuXnlchXryOmulf7gjmE1f7QBhJiMocAvCbFUcyXSkeSkMxiqCJMT2byodbhPgbr48MIthiTiRmfu0wPZxw5keYNsW3FxnhXfPfHcOjxJ4G3xGbpPZOi+raWVuS+kXnVG2OsO0y0cczVd3guYZk4O6e6n90GcigJ3c/vIArKPA67A04/+hRL43so4VbbH/D4KoqgxklDM+lUGnzFmbffmaeeCT944W246U8PQGn1qAxRTByc8PpDWBK/gdqPtYelQM+ZQMjoXcUQ9EAZN6NGGw3V4EdUwRonN/6398D2NPXiTlEF/Xj4/BP0wmKVZ9NPl0DXU1uJYdNizzx3y3o51zJImq7n/RiawtBkrvBkn1FDToxqZ0RT6f705QX0xXQKomm9f5St3AU9tgikcWJswsUZo8ji557QHkvxqMG4QW8rgmellNLPvwULFkAxp7d00Bs3kUiEuFX/8Y9/5HVM6+rqiLIjxlfXrVsHP/3pT+GOO+6AV155BQ4WGrZ3w3v/psm/KGIRjlgLN+Xifa7CJiFLEE3kHtBTiRR0PqOHenj3ZkId5NDt7OVk1VuCHdYhKchdefWEdwHssrcYbupECG9XD5RW6es/qvIsqKkfDc2/WQ5K0niTrwZ6Qzn9uLmQL8yzwsJIA0FPJEDaIiBuLkzRkjSGILBXDpbrxsLZv5uFZiprMts/HD/7GJhSonpU1JADw19nrVM0brxeGlyq9nVKKVSviKeCq0ThWyZEm/UbLHOj9+aix/DCEuc2TcROW9eaNmj98yoIfbyP5HXhuYNhUmyqiB4+nhMmHAlFpiRx7OY+1GCtN3gw18GuJqajhP2RFhICU486Vnscr/VDy+8/NeiTBOfvg+3OJq1ZYgYbXtAeVmNLdjwHYoFB89zMnDnT4GXo2EXlHFCYEyc4TDX7xOMym7JiyGXuNKrKnU6nSZUn3h/C2zrgdfdK0mjUTKHVRpAye26GjsjcQBk3JXs/1MQsV+1VcyXlJPSk7tCW+TS+laQt/O3jR6C11Sia6HAZjeyOvXoYMNxF71XFasJw6ahRJOTkLioix4xvOuzl1OAPdKXUAffcXHLJJfD73/+elPXlA3ppJk+eDPfddx/JlL/lllvgq1/9Kvz1r1xp7gjng/9u0aqFnO4i8Dfn308kW+VGtpwGRmDRPohsMw6SkfXtZBYZV3M8ML7v4War6/ZllhWGOwKwwG3dCoAHE5QVLvcGQ1VYoj5F1it/plQcBfX2DiIvH1mLgm49RDOm65ltWnhl6pTcXg6eItbBujsEse19vwFiOAGZfsKp8KabeqkQN5cIefQxmXkSkUCYNAXtDV6inXHEnCO0nCHWsZfRrfbhsqs5DczQcHl0V3l5ZYXmucHwGM8Ft95OVItPvPIaUpLMiHXS2aLH7u51wPFycfrtzmYtVMEg7RQgAYGP9pKE9Y/dm4hnD5sq7nAatY/Kp1TD+PFGYUa8sQ41+GuBF41k4ZfgkiaYePgRYHcaDbVZZ+gl0p3/2wxyJEW0phjBlZkeUQM1eofpCqAJ6+FE1GBQJrXGrv0X8UOP++mnn649X9S1jkhSYCPWBa4tWrPWoixd31EugWxTXCKVms96l8A77rXQpWpD8fzkJz+xzkHJRdpkAEpDp/fRQBk3yOke+rv8tgi88847EAqHwWvXBT7Xdejn0NtvG5XGzSKBsWAAnvjht2Deg3+F1j27DPlfmGx8y4OPwHX3PJixDTZVTHCoeG6GVc7N8uXL4cILja3aL7roInj00UfJjNVKqTORSJB/jGAwfw2WoUgsFIJk5F3yeGb1qdDZi2HSG8RrYOoWbQaTfj/0qu5OlfbXt0NlYxgkdd8S44ZLosMkVvQC8BdOS2v+An/oPrV7nJDqjJF1tdoDMH6NDKd94UbYvOBDWO/ZB5uAusC/kzwU/I/S6iLUjYl7klqVQr54Vc8KJkx3Pr4ZJt2T2xuRjc/+6JewbckCmF55Aqyd/7j2upvLwZg563B46x3jDSYejIDcS18u9I7x+5hRXFmmxfWT3ECP+78xTA2JY2cdBceeeoIm1c/rcJSPqdSMG9QlsavJh0jZqNHwmR9kln+2d9MQpS8PIThX2pFTbXa3vZUYvScmDyWlyrmMbWzNVGRqssmqvIYSnmL9Rn/hKefCzBOPIOJ1toRCcqdY9Zoi4/6jA/mhJ5ynieIhnXIQlri3wYmpwwBlI1OBBKxJ7tbu2uOqLPRdYnqZW7mtTZvAoJBn5eU0oTmp7n/+nOwPvMGBv6vrya2kEStPtu9iCcJSLKE1Qe2wBy07aOdS980KnzBm9XyEGDfTSkIA3dSru2rVKgi2VMEZMvUCxp1P49miLdvY2AhblqyHQ2YdCr5q67BZ57568o8x9jDdaEYV6qCajlBcXEyOS1dXF6TzLN7YXwy9TLwcoDuNFwVD8DnO3Do7rRur3X333WS2y/5NmkRLd4crcnIBKDL1LNS4xxsqa/pDrqRMXsWWscy1A1rX1ENwa5tWEcMbl3sdnURXJx3SZ06BUP4KtdHWIPHGtP51NTzhXUhCaWsddXDK1V+AWx54BLbb9Bns1o7d0GzvJp6S+a5N3GyxgCoFVbgOBdfWO7JrvPQG5kmgwnG8wfhb+bAUE93i6XhrJ/hX556VV7jpjchc9lpaXqoZN7znJra5U0vIPeyIGaRjMd6MECeXzMlUnNGpEFiXnwHqD9Eb7LiK3LodiMuU+C1t9xv6RTFv3ipXLamYy8WRRx4JPlNX6VTV0K6WmjBzsqbKyxL7WUWfjVODdvuMXjM857FT9LtqeKb9/rWww6GfI2fMMeYemXNKylTPDbIv0WrhuRkY44Z8l7dEa7NRGzd628y6LzwVVdSwDii5vZannmrV8ywP1Pwi/Xn2HlXD2bgpwiRijh2N3TDPtYmo1L/mzLxGX/rodXjmvschvDzzWFlhbg2Dmj3sXsa8yS4uLIX36QPN0Lsr9ILZhcZyBLL137jrrrsgEAho/xoacst8D2XSSRmSUT33pdUZzqhyuuqcyw3Pv3mrtbiamSpHYYlvtY42YkiwuL/b7SHH4LASvTUBKu9iciCCXb8DO6khZAZLUmcdPsvwWssTG4nGBS8QuJEzOpyqZgeC4TGMz6MWBkt6Zu0P8oWvaLBKdC4EHLA3b92c1bjBSgpzeAkHhWibccZqlsevdJVqAmiG5bxeLX+CTyjG9g0htdS+alR11t+LPaBYuKTzvdzGBSMapYNRaR7uZ3e58ThEa/UBOF6beaO2Yvq0w+B73/se0Uoxz+CLyoeWOrF5/5aoOU0I32g0urED5LS+Lw470WismPt+RaJRg5fVMc7i/I5yHchtemhnTxetSsSwI0scZ13rB4I5s3UBPgwrmrHyqiPVo6szGkWamWSrIedon1DbsIxIz83sqwDOoBVZxZAZSm929BCV+oiquWWm0dEF/jdqe/8+bH1jqvjijRuWNI3aW5gMj/+quBY1B4phZdygwqU5GQqbduGNJFvnVHTjl5WVGf4NV0KksaRuxDVyIm7HHXccyT/yce5wpKRc/73nn0vbB1jhlQqPUOKscqNzr9YkElG8+oW0zlEHwX1dpLwTu35bhb/wuH33u9+Fiy6+yPA66uxsT9H8CwaOv8yYrXTqA0Z6o7XinFUIJyujB+5G73+zFhq4nk+It8x4XP7v//4PjjnmGO05ei1WOY2Gxcwxh8KPfvQj7bnD67QsLcWwAEtg5UOwdcWdWvjDfH2ggYXb8I1vfIMYC6ys2lyan41YQnVLZ8ml4DnqKGPndMzFYIQ78zNuzjrjTM0gNP9+c6h6KICG/uc+9zmSV5jt3tT97HaoHDdBez79RD0BXtMr4eBzuAh2W3bjxl0KLtWIQcqd9DiFV7aQikSyiEVeUF8pG529hxuGGrPpTfnyMEy71XySPmH21JiNneFs3GDT3nE0f8+ZLKynXyGgXo3ZebBs2TKtyo1NNswyFAeavEa0N998s+AVX3DBBZbu9/4wd+5ceOuttwyvffDBByQem21mMJKQSNkzHjK1tYCC+zcAcybNhM98hjbW2xfdkzHAYxgjHA7DIYcdCjBfLxUt85RAMEFnd3K1E6Dw1j8axWoPFPeoImDecKyOwXj/lI5TYIujATY5qaIsz2233UZufHiBYLL4vn10GYzZe5XMY6rEUmArcoEXdDd3thyNfAX8ePc4MsbWvw7THdubSYdxw7a4jZca/t6rrroK1q/XK9f8ajNEbZuKyozJuhX6/vjhD39IlExPOYXO9otL6OAV4yTYF8d075GV1oY5xItscO6F7Jq3OqG0KgFQ0XvvLrw2MZm2vp563ngjd2+btScVQ2iYG2DlncEbLRp9e/bsIYUFhRzn/QmG0HKxw9EMl97yA1i/6B2SS8ZLCcS3G8ugsaya71GFvzmj+zUSVr2j448BqF8MR/l8sDEWg0Q8oelMpdXa+YFIKGZg1et7771HHmPDTiawiHjt2auyrPRvzBTn0UIlKykp9/Phbtz46H3LJvWtsCQGEqxYsQIUuwNsWXLXrBoUs2uzqakJpk+fbvDmDCvjBm/ChYA3n127dhEdmlzggLt7925DqTfe7NEFiQMdhpRw5z35JO1h881vfpOUjX//+9+HW2+9lSQYYzLxc889BwcDoS50PdKLc1Lx4RBRZ2Dja/RkMS83k3baHGRQQ6VLBJOu8dig9+PEE0+EdEsU1jbSWXSz3zpkxIMhAb/f2gKqmkj1LiZPmQzbtm8zuEZb/r4GlntpuwczbGBC7wN6nh6++0FoTdAL1crTg4q77iKXptWBrOolTyMf8Hybc/gRsHn7Fqr0aUqGRpJtEbA57UQQy4YCVllY7NgG3KS5byWsaCjWGD8zdpJevo25M7zHokjNpYnJunFTBj7ohCTMOdQY8rNi8rhJsK+lgfQlY0TXt4MiyVB8UqagYkTtXm1VvWXFTTfdBL/9Le2Bg6DWjWt0EYSjmbNydHPfeOONcN+f/6Z1dzcPgrg/+YanwwXcXxgeZ3k3J0fOJN3mzfjn6ZMUp+KgulGcLfLtb38702BFxe6Q6tk+9Bxi3PjSuH/tEG7uITpTG3v0/DkSygy14U2j38J2OJE9YeYxsHrHehhjqzQ0evXJ2See7hzioazU3ByGHVKeG/QkKzL2goH9xnJVOgUbCavGDUSsc05zMUYuh/muzdDybg/4ph4Jzj3GJryM3pSGmRMDpV2GEnmHpTAchC6ofP7leyNfvXo1HHvsseQfgkYLPv7lL39Jnre0tGgzeWTatGkwb948IhiELv3f/e538MADDxD378GAv527YThLYa+DJhN7SvS7nrdEv0mNqxlrGKBxBv3jH/+Y6ANddtllhrDNJef07trH8NGc8XrWPM+ECdS9ftJJJ2W8xxrn5YMrmltON9JF1yWZKm4GsqQVuxjzpehIdF07tP19LbT+ZTW0PbBOaxPB1IV5fZhOWQ+13HrLrWSfF6pSijjVJMGbb76ZzIz5MJYZr3qDSWITMYaq9nrErOy9mxhnz6VJykxXJr6zh4jo9by6iygtm0FNnGxtBqwwl/DGd9JzmXkUeL71rW+Rc3PGuEP6FmIcwqDRxtMRtJ5x7+3RE4dRrA/7K/FYdkFHDRdZPf6j6TH3ouw27mdbipTZs3MCcUXbAe6dAfBgpgZNX5gygQr1JUwGhY/JoTOCLQAL7iGGmK1rN9wAr8HnYB7cOD0C11xzjbYYnu/XXXcdEXkdMONmID036PX++xyA576Y0RJh0OATpDt3ApSpYc1oJ1TLhXm4UiBDi4N6CGMeJ7hKrgKH54RePTe89AJGDGpqarQUkaFEXndcvLkWEmL60pe+lFduCzYJM4uG8Tz+uF5Ky0Arfu1aJmJ3cLHsZZqca7OXwaQLz4U1mz/OEAzjky0nHZbZJZd/n+8tg4bjF8d8EdasWUO8bmaYC7x8dBWAKcEey4tZXgF6YsZ5R0FLXJ9JvO5ZZRlywHCiGVelFyBHtX6o00+6difZTTzHOVsoxWroA42bVDABsj8E7kml4H99N9H1wa7UmD9Q05aC0IIGKJk7Hlr+QBuVIlXXHQ5FR9cQN3xcvamWV5TnvHZuvP5L8NSzWKqZCXP34rHBf7lgOjqs1w8KG7JGpMVVZXmXLpMSflkh3ZixagxNzeq22eCs1n8DXrNp7MhoKinvDT7sWN/dBEfCRIhLcUvDBrFVewDUyFTB+iZDFJSp52lsb4JpFt2w1zrrjM+5/kooXGppLL/3E/2xOqP3kh50xUTVuKW+CTwl9HiVuHxgq19Elw02oggVQPNagOkXkgTSvsCS5lGjiKcJTAbcvDsBtr8NsO1tgEvugemgFgrs2gFw3k0w82c/IyFMyy7fQ8Rz859FtbB60bvwn1Qj3X+BBoCKTBXmASfIVVSWjafH2ekjvaQuk44nOjdvudeQ9izI8bAR1oAx5+1S6TiY516rCSwyHK5DwGYrgnTClNtlgo+28NXHrMhgqJDXHeOxxx4rSEb6oYceyriIBf3vJ6WwWbnNDd0J3RtSXFlq8M4wzxnmI+TCiV2D2ec8bjj88MPhhhtusFyWvV41ySi3PmPGDCKmyOMozz3L/vznP0+8QKg2bWYP3ihyEOoJksGXb9hnBrepN2PACmaEYOJy5yd1RDgQq73QsNno2AfvudeTslxU+uyaX0cMGxQRxBtKBOLQ9RwNx3lZm3M1fJSLcRMzZ6Vf+Mw1ZP8UUiHiUrsQM48K6gRhPB0pyaMfD/P4EeMmmYad/npYjUnOrlro7DTKDdCKG2rcuAowbnDSw2hbUUeSZiW1QzWDNwTHT+jHjP1AEW4HaM0UsMxGyqSujeD+Z12wrWBaRRlsekl/7KaGepGir2dFZCtISXpOTCwdi4lg+vIPHg/w7LUAuz6AvsIMbHM42TAWYBgMDRukbRP28TCu5L27yD0MDfuBaOyZl84NTrCX/wugTjX28uCP87bD5xKvGXtWDQZ4n//nyQDvqobrRv0YdxxzGzVEy6n3xg1OGK2Ug8LlO5WAKY9PLga34sjavsPuHAt21wxD/pffUwLPPPMMSBI9d/gcNzSy2XHC93M5K/Y3I2M6dBCw9JXdkE7QmCieeGoRTIZxg+GVL3/5yyQnqTdNH14118U9vvLKK0llGgokMtjMmU9ixGqb66+/PmMAL6vOnoeBs07MO8D8HavZOPYNy6lDEwyBEk9pna7RJYoaGCeffDLxCGF+0Re/+EXoC+RCVZ2ZnesaSBJ0V20bvO/aYMjrwQTmlc7d0GULwZPehfCy51N4zrtUm22nMQaPRtx5V2WVKMgVbimpofunEFxqciiW+WKfqkQopiWO9mZgke1QK2dSNhnC69qgLah73rp6jGWmnU9t1Tw3/HnTG3gTdLIO87YwNP1sKSTUwRa7pmOfOX5b0bOHx7avx/OA8LfZAA+fBtCVvcQWvVMMZmzwWDU35Ml6Tk1QPaGX/AVAbdLpTenGjd3hII1yETIgcZMbSKjL1S+BvuKtLs4disOQ0N9NIdJkZHAVhFkYB70b5LlFWGrtkwDv3wXwxBUFrfoiB+fh4CabA8rGF7BCAWDFQ/Q5N6k78e/roaE7ClBh8nBxp8fJoxNQAQGYDTuJwvN1Uy+CommZxrFH7fqNuEsuhyt+8F/6dXjPLS4n3vw//vGPGSK4aGizeximpAwltfCCEgE+/PBDWLJkCQkNYT8RbHyJInlYfoon8Fe+QhsnCgaePes6QE7SG6acbMfAtvaeOezBN6TLhWe8bhTx4QWWB4VWOMb2x43TE5Zx0MUKJwxvZQs9YnXWzp07LU/03rwRaKRgaIznnCNPI+rG2zv2kKQ1TCpmHbHxvBvI8n6vwwNSOkVFCu1+WOess0xsxv4+rMcPA5f9TFqBtHoDcpoqpKzAWZBDsWuGCNIXTQ+Wd4UeFUwETqj3L6xcyWcGzBtZna/vBNkZ1e4OrMUGgl6z4K4OLbnVWWB/oqrqamjv6iAl50elpkAiGqfdzmcenWHYovE7FMu8s5KM6TkvrZsAqi2qmVRPxjHjZsH6lm2Q5BqQ6qvpY14I++6qaZpxU6S0aIOdKwaQtCd1UT21JYcBrMDpI1bVV3gf0ZLOd39EulUbMHtu+vH9lrAwlKeEhG4sPTcYjusv8UFSvlerWQnoFVETv19J0xy5BTva4cZxR5GGqRWHrYdw6FQsoNUoOvIKuOPj39AphcsB3q8eBR4sCrnP6KFLSAmQbSmwK/SiT0TV42RKlMZ8VxYuZ5Nn/v6CtsBQqVzO23Pz9NNPkzAC9qXAmT3mw+BfnC1jVRRWMr388suDu7UHMR6vMVwTD+pJnn3tPMsrlFrF8HGGiOWs5hAjGk+5DAo0hn7+858Tr06h4Hdh2TCPz+uDYp+q05GIkKRiFlPuSxVSLlg7ATRskN5aU5hpe2AtpNSGcrwKcC54NzImNefjaTHDEntxv7TsaAC/qhztBlev3iOyrU4nqcpBNjn3ap4xs3ZOuieuKeaSz7kKS5SuHKUbbs97l2pl/AOplnvA6NqdERbKhkM9reIdmT2U/Cvz0xrKOhC6i7Xvd9r0QdcRVbQcJzIhshro+6Hgaw6XYQNbHCM0GvVeRxlduz1lmTklA+m5UY09y9/n5IyyZO9aLSlVg2iHPHHwPTd8+B29WqpxmFSv1RLUvlL3XcmobTD29llwDiwlz0+E9QCHnacP8moT0WyTnaJJCZPsCIDiMF7foVBIm7SyMQMnIcygYaGrYWXc3HvvveQfzqpff/11MnvHqqb//ve/8MgjjxAPDja0FAw8eKK1176oPT/va7dBKEwvptOOs5BgzxPMTcG8HJwx96WaJ5/18+STB4MXCobVeDCvw6c2X8QwRriHTk08NteAb7fPnVv745DK3KE+VBlmXph8PDcIE9BDzjlHb5xYCOhJO2QMTWjc2VMP/jV0kHDL+ZWoogFUpHYWXuesh81OXX8mHqGGtNQUhpa/rDKoyRaqMfPZzxpVdHrUBokDqblywOBDUWzQzoItRActFHtU0sY8Bf9iuu/Ro2cmZ+WQxIybEjz5yMMxXAuGLc5GiCe50npzx+x+5o7gOVTMVUbFFNNAt+vDzA+xPJfKqVlbC/QLZsAxY9PKuFFD3oQGvUAgG/5YEsogDDPtnBGa2A89C/HYqB3d06pkQzHeY9CYRdY/Q37fGbASvglPwSWwAGDMnAzDLZtxc/SF42D26eO1HM+i8gpQTKkDONExGze855efCA0b4wZjbhgTRzCvAX8g009BsLR4+3a986hg4Ah0xEiiF+PoCy6BHrUzOOvo3BdwYPrCF76gHdfBAJOHkdmzZ/c5d8Ll9Wj5QZiAGgnSuLzPMfCzfR/X2daK6pIsyZwqmIPDvBGuPiRE9keQ7tDx1HjsTPi1kBnm0ORLkBOJ4yGhI5y1LWwgTVR5oc5Cq5iyNT+06qI97Ih2GkNUOehSVXcD9ijIYX3AxSRr1gmd5ScxULDx8suN7VUs81XYYEdu8AoUc7P/uFoKTfpzWRk37bpGVX+R1bws+kQGaKfVnga2qQKxxap32Gqb+gMzZpjnxspbxX9npPdefT0RCSbaTLoyg2Xc8J6kDc/rnhvVuHGgSjXXLBXPATxrxkInOfYkrMTuk+rvRKPESsATddBKKlUpiGgKrrzz5+A1tVdJp9OWxg2fVDxUyPvOhG4nfsPRUuO1FvDHDTWFwpGCnE6DjCWHmMT2f9/DkhiSkIlMnHzge3jk4ogjjoBf//rXcO211xakVVJepsfePcUe0rsKSUTimvCbj3cnDxC9hbncFQX0qyqgkmggYEJ3iViclP5aleX2hWAyQhqgNmzaAy95ltMXlX40M7TAU0AfsCEL17SyN89N1KuHO6WIfozkWIrkbjFtGsaxRxwNF198cXbPDRoPzHPDBnIVl1P/rgRv3PADJwrC5Tm454L3QaWdijFxWE20t6S4ZnB6PzHjxspzs+ZxgO3vGA3RvTSkk4ueaBLG24zl7ZFgZm+nAQHzhBif/F7Lq2KemyR6/XhvF9dbTIMJNHLJ2rx3vEym7+P47imiBosUTcH4GYfDFXf+XF+PqkjMkopHjOfmsMMOM3hm8EfyYYba2lqSfyMYeLqb9RCBr7QUUn5UMKE3vqL+SJMPYa66mLaTQHxlxeCtorPRbnsI4mE6cHidA++5KSrObdx4RxnzYaZVZz/n8y2TRu2cgcDNKqYK8NbkQyQVg0Stn7Rm0LDlqNrpA97SEWDc8INML+Gdk04+WXuMFYCMZNDac+HtrcM9b0yxgfwLz5A/V1Xo921m7BahkjnvsbjxtYFJjOVKgQ2dwPkqKExkNicza8ZNfGAF8ZgxgyrMCDNkevYCvPUdgOevN3pdVv8vcx17FgBsfVPbru6IBONMxs2uff3s7YSGplX7A0MOkC3Dc/PMir0QHnNCbuOmqFoXeVTBnCsU4Dtu7GyYLI/SjRsfSyimRpRVUcjixYszjJuh2F8qb+MGVW35hDFMKOVvbqg2jLNzwcCT4tRyK6UaaL53lZanka9C7HCjokY/14oqSsBTRW/uGPKJq2ES5yD0FGI9mrJx6PTDMkJm/TVuXAOUN+RRuzx32Ps2QGXTT0F3dfPb26GO67jeH7AizgwvRDls4b0OrA1CFpgqO5JUVZqxOrHxIWOlIGthg41xc8K8Nmg0sJm6ajBMTu3RDGjWabyooljf3hNv1Y2LfibGRrlO5obxQAuZlQL8vAPgalpqnDEA9zOpOavBycqlmXeNN7a6jYKJBlDc8MkrAV68kXp5MOcmKsEEk3HT2NoGb6zvYzI0GjAPHAvwp6mZCc285wYFFrWcGzp0L97VCV9bMTY/4yZqfA/PqbMPnwsu1VCinhuXoVoKr33EqgKKN25YEQS2VBp2xg0mAp555plZ38caemyHIBh4JM4ajr7RSBR0GQMidDUEsbnshnAL7xUMRegFNBhJ0MWVucvKzWX2h46anFWBON8y6XyaT+aDFwcsExeecm6fRPZ4UKiwKdp777F8Qf0k7I2UTy7OsIIflEO5Z/KYq1RiU8MBcfq54Ad7Icp5UzDnBo8JNgllEve9V0qV6ArDah6LPdYNoz1Gw9WHRjwbONEDyqqVpJC1B6EPGKoe+XwgrMAxh5SZcTXQeTfMyBx7pDHsxn9HDuMm3c7lkX76L/InkZI1z81umYYJvXIEvvP8+j5uYzP9hx6kZ/T2EwTe2Nn1PkCETjBSnIrLivoegCpVdmDxvXkbN4jdq1dJoiHjVsNSZuPGSl6Ev/+yit1hadwIDhxSTE1Q9daQ6opnvUs0Ybuh2hG5v6BnEPMLUIIdBz68eJjAXiRBXfBOU5niQFA6Tk/QnjheN6hQqwP1nfCC5o2AkqlVpCeaFfmWSWM/HRy8+uv59FmELkaX568Uji00UBnZKtH4EzdtsMpgfbj6Ag7srF0HY0ScxwUYN4hT1RBJJiRSMRX4ZB+86tGrddw2F9lXeckdaJVSnIFbpJbdSyEochmNCUMpOHp6WNiGX1cfyKqKHvcb84HMIWXeczNQeTe4HvZbRs0wbgcfxjMLCXL4t9IWN4g0gXock2kZRqliMrUKNW5K1UT70+6ZD+v2FVhxxv/e+sWm90yG3ra36MumSjrJoU6w+KTtc3/eq3HjrEI9dYfW582TxbjB/Fpzjh1v3LD8WywVx+7wr7322gHvNSWMmyFOV1MYVr1D9TMcTje879ZnB9WevldKDXXwpo4qy5j4xsKfHrvbYNwMVDiHhx90Z86aqT3GFhOsTJtXaZad1GVrJWCZ74CNatC33347qSjrD1baQ87Swjx7+SojWzVIPejhjRtsDtkLTptu3PS8tguWOI2VSgV5ZfkycIanHED9DrfpXCTnJhs40dDAf6yqph95N2ioz507N7MyEtsuINj2gX0nDxo9GLIayHJwzmj49YdN+jFCzxSKLGaDy5dKhvSqqKjqMcYkXo+qf9Wu0OulDKiB1OSPwf89XaAoYC5PlTkxXTUOec8N0h0whRMnzwU484dGIzdiMm7evAM8n1wNTlW4T4rEwcvCUrEUCZOynBu8x6GgJt+ex8q4Qc8N5uZu2LDhgOffCONmiFO7th1AoSdYCd6sOEpZhcMIBY0aPq/Lo2p3RCExaGEp9BBh2IS1dGDwwnq4TZiMh8YI9uNC0MP0nf/TQy2oUTKQCbf5YDUYykUDe4kX+YpI9dtAqkKPSOMm3EormHLAPI9SIgn+1U2w02k0iHyVBRQLWJSBA5bpq7N2r8/iXGQhDxYiYl6VfpQ1o9GE1w+7LjI8WaWq2rk5LIXfzcrBI6Yy6wHooP3SZs5gwqRivsmomfm/1x6m4rrREI8x40YGj9q3rcdJt7napi8XlQpsQWDuVL7mCW5bzQYCPY4p09Dtkk2Vyh7u+tRCjpxHbtPLAGufAFvLWvCW0fOwtqFOC0uR/n2JdEbODV/xmi0sxaqmB1pgtVAGfnQQDChhfxBSMVqe6PUYTxY33xvmIMCLxo1EtUEQh+pOHWhw5snAkBN6kcx6LpiMZ07ydKkJvcj+NWt07rrrLjJrmjdvXkGtOHhw27PVq3zus1fDQIFK1i0tLQVJBAxp+EEKq1owDFCSPVfGqYrHSdEEfOjakPH+1GlGpe6csERgUxk4MW4i7VBSpQCYc5w1z41qaGBoCrV6BqOVAFMnZp4bvmknb9z01GUvR8dqpbfuoB6Ia58w9sbK0XohBQ6IceKCWmgqG01cUndCD1lJsYhm3LjVatWZM2YB7ASogiDYQAYF7BBPyf3z3OBvPP5m9b2YpRGLvwmZWl0E9V1RiEgKVPO3KC9n3LDwPd/64pWvaQ9joSSwXr+ptAR2pw3klEJCU8y4YYYMn1jM58kxz01Hh37ssuUi7i+EcTPEad29HBSZZviXjx+tJZSx7tUHE15UD+a8tA6r3jgDTCEeCjeXQDzQ5dj5goYChozmzJlDqh94Lap8qXKXQ5dkHRoor6oYUIHHjz/+GE477TQYEZirfHrRunExz004Bi0O44CLTUMLUqvWPDem443Kvx3bYLqnQxXlBz2Zm4VtNM9NWW7PDQkX2YwDZ77seJf+Zd4ZK88N6yuV7fuxYzk2uWQNJY+1ToA3H4+UzQUy2EFSHODGTti86J0VNbrXycbl46RUQ0cixg0d9DvsNRBRPFBsS8AMWyPsUCaDZGXcLLiHJi5f9RD1qPHkyjHKUj2Fxs28O86AcCIF1/57uWbsWPbocrhzVqGNlfVrGo0ZrJiKBSWDccOMGt644YUAtf5hHMPSuFm5ciVpoIUJQ9gJlOdvf/vbQG2bAO8nIT3+W5rA2Klu3LjHjUyNm2x4uc61iIU6/QFlKFWuoUu4r27hsjGV0NVAjZvR9gpol/XBoNBu5bnABqFMwXpEYB48eqn6YcZNz552beaM/OpXvyo8pGmVUIxMPx9g57swNbgSvvnNfxm6OOvVUpznBrHy3GCI58+HUiG+n7f17jUxe1xI7k8KYOrpOXJuSjKbRVq1asgzp4l50tI2uq1xcIMbYlk9N4+lLoKvON8HJZXQPK92zrixq/srmdJzbpLOItipTIJjbbthqq2NGDczxpjuy4EmgAV308enfxdg9Czr5p6Wv0E9RpiSwDq3q8bNxCofOFGhmKhB27OHpeyujDAdlI6nFVqkn18RgOr4e+mll8DlmwEQpFo32KgYYfcS3rjhvcJ4TuFzlkSMXp1C1csPuHGDbc+xKeLMmTOJ5cZfhPs7x+BgIJmgJ3e1Zzx4IsXAe1cd2DTtIMJjuiE6JhTeYFLQO6PG1kBdQz15nEZ7jRujByPPaTizqy0Ed760Ab5z/nQ4t3tPQcaNXaLBv5BNX272ITP7dh9lBgF2v+apVnWZaj+GsUd8ADD2Jm77WLUUM26Y58TCa4d5MKzrOIaNynL0uDKD4Tk2gDOvCH8t4+CLBhbbdixHt4LfL5tfBjj567m7iKvGZlId5hLEgoxl9dy0K7Rcfl9jI6iqOKBwhpZdPZ58WEpSnNCqfm6MjXrYDxllOgaceJ5lW458PDf4O7njggrFJW4n2FXjJtNzU6Y/dlgYNzUzNeOm6swkAJXwgYaGBqh2OsAOk4nnpru72+CZwb/nn38+MXbMkznsEs6MmwOdb4MUfKe6//774X//+19Gc0PB4JBSK4POmPJFWKnsNiTuDaT8/XCgqLoUgF6PhLIKkdQ6GJx77rlkxnbUUUfBB+9/oBk3vPCcgPKlR1dAWzABtz+5HLa5VW+Ct4J6B3opaXb4XGSs3cUlEo+dOsEoIIcDk6+ib9VSSAnXQ+jNbwMcd1P2nJsSNR/GqpKIT0ZFIbxCjBvWjLJolO5Z4sNSGKpCw4VVS2Xz3PAFFR3bAZY+AHDeL7J/r2pQSeowp1UY8QJ+HG1q5VOCq5Cyp/RlHWm6v1IyJhRTQ2FcdTm0KrQa6XT7ZngyfRHEkiadIN6gsQoN5TKCmefGVw5q9TnB6XJrhs2XTpkMnWvKsntuHKpxw4xTU8jU0bbAUFvUla4HX0kalq7uJJ0IyO8cN65XGQg+BH6gQ1JIwX4jdDWNmBj5MCClXhiBVFRrqIf8+Mc/ztAKGek4qo2em2OOOQaGGlg1haBhMFzBGxNq7mDFy7HHHauFkLA5rsAIGjZIicwGQZtuUPTSPLPTkemhwFwpzYB48DiAf5/Ra9VVTuOmPEdLHK1aSr2uxs7RQz4YSuKNDL48u9D+U0wVeDxnHPOeG/aYJUNn09kxv75FbRmRDdVTEUnZDaq+2dbfAdS4KVGbEiNeOZ5h3EgpRcu5ufSYqTC5nBoPFzrWgAtSEM8wbqK5DRnza/x+0jw3RgPX5dK9JjPGlMLPUnqCcKZx4840rCR9m2yrHszYpFhJA9Q2biXl4PnmHvIVpUPBc1OwcfO9730P/vnPfw7O1ggMyLIC6WQMipxlsMi1dcjmd+wvjjxSVRkFIMmWQzFEgkYBdlkfKYYAegdRtPDrX//6kNzfB5oa8MMfnY/AXPtWPXzA2h/04rk59vjMlgpoRGpibJhY698H0KV7bLPCvBHmsBQaDBffoz/n1Ye1nBt1e5m0BHo8PvwFwJ+nAez6KDPJ10riPxdscOe3jWnqIKyhJns/m+fGrH9TretN5UwoZp4bVYk3m+cmoNDB2WfXPRxeRTdQnaqhk0ylwaM2NXW6fXDe52/Tlplsa8usluKN3BdvBujcnbsUnJXLo1HLwnmm8Bt6bhgepx32KmNhYeml+gIermpOrcpjrRvMWj62PIof8tHs4o2boeC5Kfhudeedd5IbNwqZoc6HuefEq6++OpDbd1ATDSRAURLgcfigTS1/5jUFDjbQU4XnHpY6D0WvDbvAjz/+eBgp4E0Nm+YKrPmj61G4wLEGrof5+iDEQi695NyglACquTLmTjjG2oBAzZwaVWG31/YLFnloJ3xN13XBQY1VLJnzdJgHBRtF4j9k3g8AvrPBaKgVqkPDjAlel4tXF7/gd0avUzbPzZrHjM97K1lXDTnmsenNcxMBetxcimrcyGnwqppaiDdNP4cJxxooTzH1NBpSk0JQCSEIcb0AoX0bwIe/5LbZD/DvMwF+xsXX2XmC1Z9o6O2YB9C6GaBKb0yd6bnR95/bSX9XTPFYGzcOC88NnweUR7QmH+OG99aYC42GhecGywg/+eQTmDFjBhlsMMGI/ycYOGLhJIAchZRpxpytB9DBwIknnkjUgsW5JjjQrNnbA2fbjf2EFGLcePLy3KD3tVzmBvxxXB4Kn/S679MCwlIWEx8cgMsn08dtmy0+w4wbi/5eruJMQ63QsBTz3JhFR7++AOAr7wIccZVJRLCX5p2zPkP/dtfm7iCupA2VRFrSrYXnBsvEv3Y2rWJyKZLlciXpANXAUcNThn2mGp8VtgjEU5xx869TADp3Gr/M3O6BnSd8KAm1bvgy8AzPjW7IeJz0d8UUdxbjxmXMuQm39ypTYPiuPD22EyZMGJD2LAfMc/Pkk0/CK6+8MmLc7kOZUBda1ynDLAflzXl9AYFAcGBYu7cHjkfdFI4VLWmorkzBdCsBNgviXBftsmpuAOMNo0/+QDtCjz+mMIViHhx8A/sAAo3q+iV9Jq8l+VqIKfoqM0MnKPRXCCy/w12UPbekN88Nb8ScfRfAtjepkYW/2xyKY6jeg7Ra2I0VRtnWL4ELfEV0P7gwnwa/T92nsmIDu039/v+eCzDhxUyviI+GEyttIYjxnpt8YKGnSSdRLR+yQRGtaiwOHlizNwx8pqvbFJZCWoHLwfSUZK+W2vCc8fvHH2co1OircYPGOsoYYJ7OgS4DRwreAowJ8711BAMPnhwRfwLa62lZnYPFxAFEiEAgGCKE92b2EPLLRbCzK5l3A8iEmruBGMKZ5pDWuz/OvSKW18HyfcwUj9Zn7eYBns3y+TwYlShLjjV4bgo0bliIjW+OaUWunBv++8u5irJcoT/Vc8PCUclcnhtwgs9HjS876nOjIaDuozCY9ql6XNNYws7K01UjsBwierVUvt3V2XmC5dl8yA2r5TDxXCmFT/dFsuZcMs/NXhifn87Nh1yYDGnO3QurkFw7lDEYCoYNUvBWYF8ZtM6i0fzdWoLCWPfBPnj8J0th1ds7wOsohlnlp5DXy+xFBslrgUBwYEjsWgjfqzVVqGCkRCmBBLjzyrnh8xTQG2soEjAbRo2rcq/ILMhnptjUGTrUqudysJm9hedGifZYVNoU2DWcqaoXZ29F0avnhk/KxVAZ85jkqkhTE5WxJYIx5ybTuEEtnGLVc0MX1juKh9VcHMN7aLvYuf1VpHtuEkk5r2q5TL0h7vsxNKeG/zqVcuJZ4vFw5wrLualTxuafc4OMzq9R73AtJCh4qx944AGora0lF+PUqVMzEorXri2wI6ogg+Wv1YIix0CRQzCn4nSwq2EpF7PABQLBASX6yu28nqZGB1RCjdKTpelhJtdffz0sXbqUdFw2YDaMshktDPZdTJDPDMvZwIqjne8DLPwTfV6me0Ekh4+ZZRq+QC0dfPntyXfQNnt6UOcmF8zbEGyiIaV9y+hnMSeHfSdW/uD9EL3ZOFjnMiC5hGKfy6Hn3LCcHqZHRHJuXFBczIXN8DerRlBU8RqaxdlU40bh+2Op+7cMoqQ9Q1pWwJErrwU9M0xojxkdvOrzIWdpeTERxatp9Wi7iuvHxsJSjXI1wBX3U2PGyau9qp/Fvl1IzSzSkgMuvhvgySvJS5WKDXpY6M1MjrSmEWXcXHWVmvwlGDRS8bWQitFqhXTpZfC+iyYtOvdDLyWBQNA7UtK683OzUg1ltkjenpuJEyfCF77whcw32GerDgFA5WNMQkVvC2s8mW15LoRtgO8b9ey1+utqOOXdTS3w0+c2wzq37oFCFd4SVHDEyh3ek1RAMqqh7Fj1bmSF9zasfhRg3p308cQtXB8s9fcxtd5VjwJcwpW6Iz17Abp2aQm0aNxUFbshHTGGpZLFY8DFjBtwQpnPDQnFScu8cX+q4TFWRcVQUnS9Cj/ZVA0d1LlBUOumONd+CjZzxo0aLkKD5LJ7Ad75AQ13qb8ZlZWZyjLD5dG3yeOi40ICE5mPtxDXdXBGWN1ivayfC119JlkGm23VMEophffdxiauQ6Hyab8YNxiSEgweclrWDBtkpy+gNch08uWTAoHggGHD5FjVmRBXXOBVew2tlmfANEdr3sZNVthgfuTnATa9TCuDdn0IcNyNWZbvxXPDBrKtbxhfV3N0/u8Z9LjrhtEXpV/Anc4XiTAd7F1i7MdUqOeGGTcsOTkbrEQdYYYN+bxfy5/JSEpe8VCmcfP45TR5ejb1SsiKHSqLXZCKGMNSKzvdcJp6b03aXFDsdJDwjwcNFOK5CWuem+ukn8Fz7j9AumIq2NRmkgrTj+G8Li41wZwYN5xQXgZ8Pyn2GI0QLTQX0Y4pbpO5vYIbmwibcm60cJgZO2eE1X7MdZDXjZtixQPHyrT0fGZqPOyToxBz02MeDiRg/lPb4NwbTT2xhjjCFTDEiAaTpgQt/RDZyw8+4T6BYCiS4rq2fs35R3gydQH8LnkD1CoT9JLcQj0cPGwAwvLpaWfSx/699G/jaoC3v6frvGBlDzM4soWvsnXyNhgLNvi69D34efIrpBlkrTJeVyxmOTqFGjdYZcVyaHozbuxZtFTw+1j5eW+hLRSqQ8MGaV6vVUtVFXu4ailq3LTI+vY4QCG5K7T/FDUuFTV0V2qLQlihhp+SkiCtem4MRoP62GNLgxNSkAi05d5PfJ8n9hgNJL55qBquQq+S2bhx8p4bNSyVSMuwsq4bbnx0Bexs48rp+XAX5iHxTVbV86XMrVeAnZGaBdNDR2vPUxCDbUtbIG3V7Xy4GzdYIdXZmX+G/OTJk2HvXvVCFOTF6nfrYf6T2yDcY7whOmz67KCkSvRSEgiGAr4UDYssm/5D6Cw5HH6Z+go8mqbyGFGWjZNr5s5Y+yQVdduplgCby60xCZflxYTUHlSPnAew+n8Af1Nn0mQQVHIbN3zIh8ekPfOBfCI8nb6APO5Qey1BuM1o3PQmnsejKeHa/r+98wCPo7z2/tne1CVLLpLlXsAFF2wwNsWAgymGmIDBgOmhGUILgXCpgZCQ4ACX4MANJXSHG8hH8aXGxphijDFgXLCNe5FlyerS9vme8868s+/MzkoraVdbdH7Ps55tWs/s7O7855z/OSeqEZ0h81+Pvg87NHPfTo5iSj7neXlZKDS6Q/Z8FXVQxz435YUuCKqGYvnAXyNFfk9dJh/YLebIHKqAF0LKsdwFvoiYCPqg1StHVMxWMS2liBtzCF61PwD9/2csSPu16R0NorlX9dxg5MYjRG6UtJRki3RXVrAJkRtuKPYHw3DuU1/Ap1tqYNZfVkCrPxgtbn5aFukIjf/XpUvl9c7Vdp22G8xubW00mIuVxsSV56ivr4f/+7//i7txWm1tLYRCnaz178XgaPlV/0+eKLxh5RbNYyHB5IUDDQmCSD32sHxWXtdvOkjVWsdlGxc3+mZtRiZgHGaJfPYYwAjBVMwjFShueHUPns3jOAYOnoHjfWHB/xOrFFwsDRYxmdlB0YjqWOIGxYFoiG0P7EfD/STxlAgPOT76vv93HcBJ92orrtAUqxsjwDj4Y+S6MrYCPTeVRW41coOTvvHYrVa1Ma9MiHlX6iUs70Zd0cZMzXiAfMR6JdS1mQB3ayjghWDAD/inFmyOqBc3pjAcaZab9oXX/EONt6wIjYVjLetiRG64uHFExE0gIm6M0lI49oHjtBlHvNbuqodjhpVoI0xV30eu4/+lRMJMXqWiTaFiaD58XWsGMEc+Gy0NPsgtypxq3bhNHBdffHFy16QXU7O7GXICa8FhCsBBqNA8FjTLP5yzp58Mffp0UEpJEESPYA3LB56CvDwoywvA5gOR8mW1DX5H6Rscq8DR+3NaaiMl3Lx8G1NVaEQVwYO7ahg1ac2j8URuarbAgUZjb5Aaudn5mcG6H4hP3HzwX53zH6FgwG0QIxsFAwWxV6pNp2mGUvoAvnwy6iVR3JTlOdWImknx72BEhGMzBVnkhgueoL8NzG1yhMpd0Ad8/L8J+sAKoejIjSIgxkDk5DQYkuXUt+EhsCBwB4zMkeD9gocBMKIjihveIBEFEt9/rMliZKq52qOHr69DEDdK5EaPSV03a+w0oNqk0QsmuxkkvyxmKkcUQukXh0M1rANXs3xMOrC9EfoOzs+utBS6pTt7GTJkSPLXPkuo3loFJ/aZAtNLjgFL6zuQYy2ECUUnsoGZAWWoWXFZB7lmgiB6hgD2jJUPSAX5eaqhk9PGIwIdpaX4tGxErIRED40YuVGb2zXJokIE7+M9bjBqw5vK6dG171eZ8kuoiiFuqpUp2Rr4gTJePxEXNTPvgrjRp5r6jIq8HzwtxXvCoAjiAyE/vCd61IGSlsJqqSZJm4JT/TVKlZPVYlarkgJtLSAp4rSyrFhNV2ElFVaRISYx3aOIkiIpYrwOB2RxckhJf9UFncY9Z8S0lPi4Wi1lj/iFFOzOiLjB9baaY+x3pL0qWxS9yj7td20FuCfK4lHyBkGqLoSi6qngaR7E7lv9jlJKniGQoTgNaNqwE/aZD8FWcxV4rHkws998GJE/GaaXzgW/0sHUXdw7h2USRDrx/qrvwf9guXo7x5MHFuFX9JxJ5RHPTUdpKXF4oRjlwXQTr6DBrr7izCXeYZiD9/EeN0bjE9qL3Iw7D2DcOVDVEC1u3HYLHJQMBBGPnMRrKuYeoHFC+XlHFMoHUxUsXRbFnt4Izd9n/WBNBV4K3qTrNOwV0lJWJZrTYpaFpFT1PdiUKeCjB5ZCI0Qa7BWZFM+RphQ8OjpibalS2wOw/w87F6vdgg3EDUat+D7EyI4qbqINxQ7BUIyEDWZs+blpiDdwNALFsCJ8zaZmsA2Qtz/cFmQPWcIOMCkxIF9rkKWmMgUSN2lAqL4RltrXwnL7ejDZPdBkC8H7tu8g7HRjSyj2nLw8MhMTRKqpevt+sOPsIQWXxwPnT5GHUg4rzYFTx/aDNmz6Fo8AEIdjYiSkZqt8QOOGXTyjRsMvFyYoetqL3MTqcWMkfMb8AmDuU/I2GYibEWW50WMHxF418URu8ICr9t/phFej3zjtbXw/9Gkp9nombYQsRg8gFDd5Thu0mjztRm6QbRY5aiQ17lf3c35uHhw7qj80KhVTZaa66OougwartoC8H3dJ8jo3eoMQ1o9CiIrc8Md9kbSUhH1utOLGadeKqbBBoz0vHwOBHL0QYsL3TcgHZpdVFTcOd/Q2YWoqUyBxkwY0hyL5+sP6nABvOb6G3ZYaeMe+hn1/rWABjyfGQDyCIHqMi60faiZJ57gccPzIUvi/X82AtxYeA3kuW8dpKbwfDbr/EsY3YB+bJybJHhWxDwmePnMzcMNugAPrta+FzewMuhM//vEW+NlfVkB1jJSTWEGztz5ahJ0yBoWCCd4MHWNcXRVP5EaMTnRG3Ey/CWDcPIDpN0e6KitzltReOPi+qGXTTVrho0MCEzjtZmizaH9DJWGWFsZGkJ+88ntdvX+3+pjbkwsLZw6DOkkWmX1AaSBokJYyYrcibtiq8qonPqG73bSUXxVh+rSUU5cKNaJVHODZzvqJPh+zMyJuhk2W17uovwfMStprx/ednCuWQkjcpJjGqhYICx9Un9IMDAkoDaHskpUNJCMIIn2ohXz1IDO6Xx647VYocNuEtFQMcfPEZIBHhCGJIl89LXSQVSI2/CCO/CiX7qrggV3XcRYjMYs+3Aw/HmiCB5dujDx3pFyqzs6YjosM4ly9Q0iPKQztI/+ftweuhMZLlgNMvgzgtEURAYW9djpCFECdETdYxTP3aYAj5su3sW9Nk2KkzhEETIFSfFG3Q/v/DTxa83JoAMbxCyGbNvrNB2WKNIJ8n7cuYty2OFzMV8XTWB4THwVh67hKDW1Nh4+A0lyH2iww6rOh9rkRxA2WayvpNmYo1pWCx6qQEvGKTf1EIaZHTYX5wOyOiJtpc4fBcfNHwpwbjoBB42VR+eOqKvB7jbtzpxskblLMnre3QRP/sqAnzi6U6imYeYtigiDSBvSk8DNaTr7LBmg3RiQjcYMHMpyd1B48LcWrkYz8Muo4haao57/9XeTAvKNWWIfzXga48wDAPXUARRHT7sGmaB8FelR49VBzwSiA0/8CcOTlcvt+ZOUi6BB1ZAOaN7owF8+ofF1s4pdfoe3/w9/vCRdq/mSUaTd47FZw5WoN0i63IBoVrC7Zf9Lf2qhG53B+IpaJ8zSWB3hHYWGb2mlQ6HC6wWWXxUiAR4/Eyef8fRLFjfAcLAU/c1Kl5jWdysgFTv98Z/tpKYvu/T/qWuPIjZKWktqCYHNYYMyxA8BT4IAhirgJhyR49taVULuvk8NTM0Xc4ODM//qv/4Lzzz8fqqtlg9t7770H69frQqZEh7QerIatvF17DJrN3WjjThBEwmgUKm6+7nN21OMoblqVUnAT+k2U4Y0qWNHTEbzihx/cee8Tsfpl6MxIxdWWDzTP1wR5RaMpPoCRF10UWJO+ULfDqh6QtY8Lr9ek8/+0N6m8K5FnI1EnjpfgFWA8csXFTdkYgFsiVVODzVVMhA4o06atcnNzWP8Z5L3QkWw5Z+ootiwKy74ajNagyMMuwHwytxvnbelLrF2xGxQ63B4WOWKratWl0mKlpYTnYMl6fk5Ou5GbM8Yr3aQFvDhriiNGmfBz8rPfG0duBM+NJHx2Kg6LmJKxU/GXb/4EWSduPvnkExg7diysWrUK3njjDWhulhXc999/T3OnusCPbdGliwRBpOfcN35g+0PgPCg/4Yqo59gsZghahBQFT5WgL+abFwG+/Kv2D4yMnjj0URQ3emHQbzxAxdTIc9cprfP3rWULs/D8fQZmYRE8gLUonWyvO2Goen9pnpNVTCFt/hCEwxI89tEW2Dz90cgf7+0gNcW9QPp5UAbrYAhL9Qjb3lcWIio8soWRK3wN9OZwUZRbpj7tBctcthzaX9tOo6KkEBYGrodfB34Jvw5cxe5z58mGabTwIhi5wg7AmJbyS/KB32Pydipy43R5VDHiNStC9duXI++POH5BfE1F3KCo0jfQ5SMXODedPALum3M4LL/1eLjwKNngrk1LCaIJU3viZ4p7j4JeVdyghpV8EXHkzrNDv2GRdbDoIkfpSKfX8Pbbb4cHHngAPvzwQ7DbI2/YCSecAF988UWi1y/r8QmVF7GoKFXarxMEkTLa2lrAqvSduu62h2DWmH6GzwuLBxIeTcAOxG8ZCBmMyoyeo70PRyuIIgcRz7QxHcPLpTe+Hbn/mBvZ4mCzT5Ny2ri/Ec5/+kt4c+2e6G0KhNTgzkmjy9QDJ1YXRSI3Qfhyey385aPNMOujUpCKR8h/oC9L18O3XTfiQaTZF4QT/rwc7nxT6N7LEU3DiP594uIPS+pX/Dny/ynjKrbMeBQeD54F/3AtYLdHlGsjN6Mry6ARcuD10PHQpHhtcvK1ZdNeSY7cYEQukpbyGnhuItu4KVwB/wrNUG+7mbiRD7VeszuSSntQEWC87B8jKKz+Wvn8KOlLLGEv0IkbvQcTxdPF0wbBoBKP6gPziWkpMcqkdG5W4Z2Wg34woQizmtTojYhN+TwgP31zEPZt0XWHznRxs27dOvj5z38edT92z8WxC0Qnd0AcfpqpxxxFbytBpJjA7jXqdY8ndmsGq9WqpqbUA67eCCwedOY8DnCKbrI1j9AYjSXILwfIiUQmVI44ny22iEMTsbv5Y5/CF9tq4aYl30VFSVqEs/Px5QWs4uujm49jt3nkpjUQgkMtkcqnxj4TlT/uoHKmo2Ge2MB4fRXzBb28ShgrISKm5AZM0j7Gmxuu/jvAsgfk67n91NRV1cDTYVHwXLDb5AN7SYFWIAwuj07l5BdoIzBY+Wazmln0Rk1LqZEbQTAIYuOt0DR4Njhbve3OyVHTUi9/qxME4XBkfAYXNXypDLjcHC6HvNz4W4FwUeoVxQ1P3RlVlfHIjSKyxNSUiE93+81H5Ehh1oibgoIC2L9fMXAJrF27FgYM6HyE4cknn4TBgweD0+mESZMmwaefKoa1GLz88sswfvx4cLvd0K9fP7j00kszWlTxH5sKiB3WzMmnBn4EkVJaaqFgyZnqTbM19uQaPNOPKgfn/WH04PcfUxpHXRPdK0WoaNL4TzAywTv1av5j+WAvjoLQU9OsHX7Y4pMPWB67hflSxpUXQEWRHF1wK6IA01Ki76Yp3EE1mF7ctFNJxA/6iE/0iBiNqNBHgHiXYhEc1cD/e6WJnc1iMhRZjtwS+J8Fk1mF23OXyp6b/Fztby333LD1i4rcGH8GfpTK4ScpEtXz5ERElb5fDXiFXkc8SqUr28Z+Q3ZXZFv/LggnI9QUWEBIS/UVegfxcnoOT4UppeexxM3UMzNr6kCnxc38+fPhN7/5DVRVVbHQGI5a+Oyzz+DWW2+FBQvk8F+8LFmyBG688Ua48847mTiaMWMGzJ49G3btMlbxK1euZP/H5ZdfzszLr7/+OqxevRquuCI6950phBWDnsNkg5KSyIfOLAyZKy+PdEQlCCIFfKNMoY4D9N1EhmcqAiBH12DOoRzwhp0Uue/UP+meI5ytiw36UCjpz74xkmMysRTS7jr5/8x1RB981UnRCtxv4zZ4rmgo5iJI09m3o143urTUMyu3w6Db34XLn1+tVnSJxthanfBq10wcSzQVRQ7A/qCk7g/DCJLNDScfVgZr7zoZThgpv582YSAl31Yujk4eKwunfLOSRtKL0Ws+BzhrMfz13t+yirmTfQ/DLN8fITfHA8t+lPv05IJWEIYb90eiJ3z7dOIG18EhTAF/LngKtAf343hFsThcnvTO4H4tA0Mx2yyXTa2YEqkYVQSzrxobn18qE8XNgw8+CAMHDmRRGjQTH3bYYXDsscfCtGnTWAVVZ1i0aBETKihORo8eDY8++ihUVFTA4sWLDZ//5ZdfwqBBg+CGG25g0Z7p06fDVVddBV9/HUfPhTRFUsQNipmzzjpLvX/WLHlC8JgxY1iYmyCIJPPBXQD3lwA0GJRqi9UtHYApjKi0lHiGjly3CuCy9wHKhVSLUJ7NEM2l4oGddS7WHagXrmaLlVtqWDCovNAFffIchh4bER6RwchN1HOVx5ZtqoYmobdJGx84yauh4ojc4EHwd+9sYDc/3lQN17+6lnmBxGjN9poOxlWIXX1jeXlGn6FeDYZ1kRu9GFJSSRr/ik5YBEwO9XGXS/57k8TTSDpxU3Y4682D3YOLPXbYIpXDZqmC+Zc46yXtPm47tDe62kpYh5BkYqMXHHYL+OYtgdcH3g1/vPx0iC9yE9Ju62UfAEy+HODk+7R/oBqK209LIe4C7fsTVAZtZoW4wZp/TA1t3rwZ/vnPf8JLL70EmzZtghdffBEslo4bC3H8fj+sWbNGPYhz8Pbnn39u+DcooPbs2QNLly5lX5YDBw7A//7v/8Jpp/HmVNH4fD5obGzUXNJT3FiYYDzxxBPhnHPOgSlTpjDhd+aZkVA4QRBJ4tA2gM8flzvHPn5E5P7NHwC8dDZIwtiDPwbOa/el8GCqRm54WoqPWhhyAsC1qwDy+gEM1HnpnLpyYvHgKUZujAYhKmXRW6rllNSUQUVQkmMgbnRl382KaMEGhHq+Upr7vbtuv2a4ZmuYR268cUduWgzKzTdVobiJHBxf/SqG74ZTPEx7W1+FNeWXAKNOM0hLmTvu0ssxmyHIG+2huDAL76E+8hNr2jZmDpXoB+JxWJkhGfkyPBp+6b9Jfcy/f0P0vhf2uxwlM7FojGP0KXDOZbfA9OElnU9LIQOnApy+KHqIKjcUKyXpJof892Fv9D4TTcWI30AApQtdDgkMHTqUXbpKTU0NhEIhKCvTGuPwNqa8YokbFFbz5s0Dr9cLwWAQ5syZA//93/8d8/956KGH4L77dEo1jeAfP6vdws4QMDXHwSgWQRA9wJ41xmMDXjmHLfi5PY4jWByaA4IbxjByE0lLKdGINsVIOv1GgFK5l0oU+oOOeDCOYV4VwYP5n97/kV3vV+CEa44fCif/ZUW7kZsN++WTvUEl0VGQC6YOZEZfFEl76yJRmtYuRG64iBKpavCxCAcnxyA1pkHvW9JHYiq1oyIC+rRUnL12TJimCchRopAwoiFKHLXTmFAs1cbPA5bSK68OH4SPhAbJDfmmVij89J7oyI0wB4xPKee+n3hQK7MCBh4mI/SRG0XcSAaC1J1vjzIZY5O/rIjcYMQEvS7XXnst/OIXv4C5c+dqLp1FX9KGrx9r1MCGDRtYSuruu+9mUR9sHLh9+3a4+uqrY77+HXfcAQ0NDepl9+7IzJB0wKIMX7PmUeqJIFJGvdLCn1P1g+HTNoUjhtV2PTeSzpeiG5FgiL5XSsxIg/Hv4yXPfaVeL8tzwvCyXPjyjhPhhhOHQ5mSotIf8PhcqWGl0UULODML6Zvv0Myf8po6G7lxQZM3uuVFbbNP4wsRozgqU5Xf9jkGJ7B6Q7Gu2WFAn5ZCTrhTXs64NeZqWwIRQ3ZIjJjph48aDMvkBHWTLI8dIRvABxS4oiaSM5wFbN+wyJogmgpMLUzYdGb8Di8F9wbDEAyF4dvd9RAymqzZUeRGqKTjuHLscPZtk7IzcvOrX/0Knn76adbXBqMsXZ15hOZZTGPpozTY8VgfzRGjMMcccwz8+te/ZrfHjRvHBkpitAN772D1lB6Hw8Eu6UgoGAKvMksqv7T9UCNBEEmkbqf29kf3wP4zXgL9L0oLyBGRjsRNqz4txdvtG3XdjdXlVpw6zdMy2KNksFyqDTP/C+A/D8jpGGylszVSNXrekbII65vvhJtPHgE/7G2AA43VsO1gC8wUAkc1yuiFPjn2mJVMP+xtjOr90rlqKbfhiAc0M/uE1IloWlb52UPyqIBC7fgB9Oc4WgD6t+PBCShiSY3cIMfdBnDsr+OO4kgWZ2xxI0bTdKCoEHnw52NgdL9cOGvCALjxtW8hVKWNK0iufDj9v1dCY1sAvuzn0UQdrKI4i4NcZfhlY1sAbn39O/j3t/vgT78YB+dMruhU5CawvxlCTX6w5Go/G32H5EPxgByo3ducXeIGPTbYmfjUU0/t1n+MDQCx9BubAYp9c/B2LJ9Ja2trlLmW+3zS2bUdC39LEOpMcti6cnhmldkRRFZRrxM3ZiubrP2Q7mlHjqiAM0+JkVbSlII7IwIAf5uUniWapnRGYClzfQzvyTVfyK/HRRBOzR58vNoPx2I2sTP0SZWFLBUicvSQYvjPpmr44qdauGJG5Lfmgw2yl8jIn+OyGwf2VXGD4yW+eBLg4EaA0x+NFmNCWoqnv0Qa2gIaQzGv3NKAVaM6YYPRDWz8N9i0H5Y52onchCTjlE4nTsg13abFFBVbt9iHT/5/cwrcdlg4czi7/sT8idD3L9phpT6zB7Yqfqm6kSOhGGTf6bPBU8CiNNWLlxJlSGdNs48JG+SlL3fGFje6aimT4qvxbamH/Q+ugvI/RKwSHLtLeU4ai5tOp6WwDfSQIYk5EN98883w97//HZ599lnYuHEj3HTTTawMnKeZMKUklpefccYZTFhhNdW2bdtYCTqmqdB8279/dEOmdMdb1wohpeNpXkns2SQEQSQZnaDwF4+E9Xt0FU7oC8npuJka89yI0Q0UAVJI23guFu2ZXjF9IEZ3UExUHKmmFcaVy56dXx4b/fs8uEQ+8NcKzfj4wVQ8IIrogg8qbUq/FxaVev8OgG9eAFj5l3YNxY2K52b6sBJ1/Zauq9KYXsWGgu2xv0EWTWpFWgxx49cbiuMkfEYkBdZgLWnHUNxeWip2FRFG0/RIOyJFNE3hyOP1Uk6n15/7mJoEnxNG7GLCI16KGOVpKXXdDAIHDqWiyp9N4ubee+9lBt22tg7MZHGAxmAs/77//vvhiCOOgBUrVrBKqMpKWaljs0Cx580ll1zCysefeOIJViKNVUUjR45kgicTaa5tiDjq8+LvQEkQRILhowTGzWOLld/8ANv3RQ+GxG6zHYEej0haqkU7Adqo8ZyIftBmJ+BCQWyMp/63SiTHL/haRB8Nr+YRGTtAZ3BWaOHVUtXCoOSVj6pN4FRQ1LH/3KWmnA4fkAd98yIH7z1KTx6jHjyx+GGfHAVSGyXGSEvVt8rrg036OoNZMC7X2UqjvSlxGIqDushNR7QFItve4Nc28LPqJs93RK5Qes5pMkr56avOlBQqT0txWr+pBq9u1IJdFTdd/7ymnbhBQVFXVwelpaVsgObEiRM1l86CxuQdO3awkm00CWPPHM7zzz8Py5cv1zz/+uuvZw38MEW1b98+librSmfkdKBufyQ06XDGblFOEEQSQUHBowxKg7OBbRshX0kZi3g8HXcLxzNtbOKmng37myLCRmjO2W65s2hkjZODTV7DidFiagbTQ1iCjViE9Mzw0hzDJn6vXhk9+kWNSongNuK8pBiGYi5ucuxWmHdkJD3ykxBRiDdys36vfFLYDG6QxLJ4XWl4faviZ+ykuBHTTT+5xnUxLdW5/i+XHrpYvV7vN+maCHbuMI3pSY9B36KYcMHNK/t01L2+GWqe+QEkwZTMxc3+n6KjmxnrucHoCYqQCy+8sFuGYgKgWQl7WySTpiMxQRA9CEZXOIp/Jd/UDPkQPcbAE09ayqJr4sdfv6OUFDLzTjkiMFWeUh0vKB74aAWjyI1d8G2c/vhK2Pr7U9Wy8AkDC2L+jo+viI7etIRjiAXsBST6Y8RScD7mwWFll8P65TGhhRVTnY3cVCvm5DCYIWz1gCUgiEeBOkXcFLji6G8jUnk07JOK4OvwSGi1GZdodxS50Xtu9Oxyj4GBrXJFnj+vEr6rjvTw8YWtmnENnTUUIy67Naq3UMxKZF3kJpYnKdTgA2uhfBLu9Mjb3lIfbRTPWHHz7rvvwvvvv8+6AxPdo/WAHLmxSCRsCCJlcLOvyQKQK49JyIcWKDBFi5s83eyhWJ6bWsiLNAf0xWkmRvpPADj/VegsYnffkX2j19EuNFjlZcpc3BiJIQ4298NKmz9/8COcOrYfPPfZDthl0kXK+4yWTcW4rRVTDMUN74TMe9nkKBU9+xq8nYrcoGGae27YtthzI+JGlzZqaJPFXmFnIzfOfJjme4K1WD1NPNB3ohR8YmUBq14zSvch/xq9CL774kM4bMrJcNK4QQBPR7rs8xlWiF+yskhMZwkaeH4wbclHanBWbauFnd8dgnPZfyZ/hlyHayejG4mbyjHF8PXSHdDWFF3iny50+qiKjeXyyB+SELxeWSm7u95LkSCI7qKWaeeonWLtphD0M2krWpC8PGMfigimEX4IK232a38SKqU68Nt0g2olJXV4/7yoSin2Xxvc16ZEStoTNwhW2az67UkwdbB80Gvw6Q6cg5Vqmqp1MQ3FPHLjVvwcX22Pfm/RANxe47l99W0w8XcfwpfbIn+7fcRlMZ9f19W0lIoJhihGbMO0VDul4IvOPQIuO2YwvHHtNMPHza4iWB6eAHVhNzQIaSjEFxaEKFjB1oWofolB9Zu+Gg0r1S569it48lsl+lK3HfuTgMngs4K0fifPx0JcSnl4W1MH88BSSKfftUceeQRuu+025pMhug7mL+ssslLOc3c+v04QRILgnhh7rsaUOjY32oPgcMVjKDbDISk30pm4tda4SV8C2VnbqmkSF71OppijGPRn87HIU3wWchWOSTtTCaneqP0DIXKjTh9XIjelBtVZvDdLLP66bCsrHxf5rv88gFP/DDD/n1HPr+9qWgoAXr5iKuvQrOlp1InIDTZRvPuMw2Bon5z2e9F4A1Hb1CZ1Py2Vq7y+5nV1aar31x9gBvOdUhmETFbZAK5MYTcpXY5FWr7YD2FlP7py5W0PBsIQiNMrlfbiBr02y5YtY6MXcnNzoaioSHMh4qPuzS1w0Cwb+8rLtX0cCILoQbgnBiMrZjOElMZtfSHSFK/dSdQG7e8bQDnjxxJwbLyHKCmvZIqbITEOpoaRm3aqq4zgAyDxgKx2DD7uNwB5SpqqRak4M5otxQ3Firh54KwxhuMK9Ad6I7EiwnxGU64EGPGzqKgE9nlBChV/SGc4ZlgJPPjzsdqZW1HipusR92KlaeKhZn/UNm+pjURD/GAFaycNxci9ZyiCU4CnBjk/Ka0AJDBDk01JRTXJ4qb0OmG+moBvaz2E/SGwOSxgVQRQukZvOr13sHSb6D67vt4KjQ75zKa0r3FHZoIgejgtpTRus4S8cLL3/ejnxlHFhKW4PrBDwGQHm+QHqNkiP5AjlBUnGC4eeHRFj9HcJtVzY++kuMHeJhMuBBh8rNx0cP+3ykrUaP9AYyiWT+Q8ilgQe730z3eC025hvVgONPrY2AgjPtkcSYtwDgl9ezg4x+nwuyP7riuRG0M6YSjuiCKlFw2uv1607W8OA69yx9lSti54bsZXFMCWB2ez/pEzH1kOe+raogzb4u0mSxEUwAG1JYKtr3EKtfbFjSyqg+LHmWuD5kM+5rvJK3Flvri5+OJIyRrRdf7tiMyBySnpOI9PEESSELoHY0WJzS+XGpvVsbbx+Sz0KYGAySaLG979OCd5JzH8rNwdIwqDHXL1cH9L3JEbRTihKPKHJLDzyiiPPDcJWg7K3Zi5CVcYv6CP3LgFQTW4j4eJHhQ3W6qbYk695r4dZPaYvvB/P1QZihvs6SLOduKDJLuNvkdRNyI3XNxgU0V95IYPy2TXu2goRngJOX+vxcjNmp118D+fbldvt5rckX2oYLKbQfIrjRD7eSCwX45wSoEw1L+zjTXyawZf2jby6/Rex6Z67V2IzpNXSt2JCSJl+BTPjSMXfvfORmNR0wm4uMHoDaNO8SfmlMGOmhY484mV8M73clv8roBDKH+x+HO4698/RJ2Fa9IoOp65eLKm6oh7MIz64nQU/dEMwnQrYiQcBPDWR6WlMM3Ho0QexVAs/p/YPXmUUuG1eke00Zivr8iM4X00jfpieUvQa5SwdiV6Q3g3IjfFHjkKVNfqh3qlquvCowZGVUuxyE0X0lL6snC9uDl7caQjMlLZpjRkfPsG9T7RWFwwZ2hUeqq/8ram6wiGTr9rgwYNgsGDB8e8EJ0nr5C8SgSRDp6bZz+LnM12FS4C/FzcoKkYKR7KSqq/29MAC19Z2+V5eN/tboCvd9bBi1/uhDolcsF7mvBqpFg+Es4T/9mqelLiTUuh94Nvm9jaH2zOyLTzZuXMPxSUxQ4bkxA5WHNDsSjCKos8cJwygRxHMlQ3Rk8bF6uoPrr5WFUkiZPE8f3EAaHME6Sw4f5TIGHo+xR1wyDOIzco2tbukgXh6H558LPDy1j5t9Zz0z1x5lEjN7FFiFOKfs/zfjZI/vsj+4J9UHR/pyFKXyW/+FnIZHGzdu1a+Oabb9TLqlWr4G9/+xuMGDECXn/99eSsZZaBX0KrpJzBNDWC05V++UqC6DV0MNTyd4ELISSZ4G7HbXG9HE/ziGfg4MgHKD1c05YffRBdQTxI3f/OBrZUq5HaidygaZenOP7y0WaW1tGniDoiT6jy0eBWDKlth7SjF1DvKE3p8P/mxmExFdavwMmGfQ5TuiSvNxiyySM/CFYgOazR4ua11bvZZO0L/76K3S7Lc3Q76tFuWqpkRJdfSjR48x5F2BPHY7eCX/jctIITrN1s8NpX8Tfx/wc9SfpU10uu+ZEbiuj2TOkLZTdNhIKzhrHol63C2AuVNWmp8ePHay6TJ0+GK6+8Ev785z/D448/npy1zDLQbY4edeT0ucKHiiCIlBuKV4aESpNBM+CZ0GwY5fsHfATRowiMQHOsZno2MmAii3CI85z01SvxIv7dm2v3siWP4BQqEQEj8ABl1JY/3rSUOLeImYpF+DwmXvYejHSurWqW1PJvniISfTCDimXRUFEon+QdbNR2vX3w3Q1w5Qtfq6IIX8Oh/L0Y0cFScbGDMe9zkzD0IqMbaSkj0PiMnx3Rc9MiOQ3L+DvDUKWCbq8iplGY8jQf7+Oz2H9a5A+USCMTNGUeMCn/v9lp/DnJmrRULDBys3r16kS9XFbTdqgNgso08Pyy5PW+IAiik31uAODGwEK4K3AJfDjrI4ALcSiviR1w2h0+KOBUogpeMXKTU8Yitj8dbDaMRujBg/bzn21nHp2OmrEhhxTvSZGBcViEp4VE4jUUi6bimJGb1kPymT+P3FjssL9RXrf+Qg8ePHDePnsUXHXsENZ4EClU1h19KByMNqDxladuuChyGkRu+N9zxCGhmQBGbnC7TMqJL4IDWLtqKNZ7wPjnhgtT3O8vXiHPUjvos0T2YaMsmPUUnB49bd5mQt94lvS5aWxs1FwaGhpg06ZNcNddd8Hw4cOTs5ZZRmN1ZBp4QQn5bQgiHTw3IaWBXw3kw4uhWWAvGcRa+nM/anmhdjBjLLiHpVWcwWR3s4OKGHXRN1UTWbJ6N9z79gZWxqunVWiaVuyxs9fhE8E76uliNjDXdkrcKJEbjaEY4QfGtxYCPFQOsOsL+bbVyToL68UNcvVxQ+GOU0er0RzeSbheqB7aXqMdgVGpRHl45Ab72US2zXhYaEIRB3UmQdy47GawQVCTlupuai1H55Pi1Vn4//E0IROCPOr272sMXwejOKXXT9DeZwJoqOlaejXZdLqWraAgesganpHgWIbXXnstkeuWtTRsr1YHZnpyOx7ERxBE8tNSPrNWvGD/FeTthdPh8Y+3wG2njIrr5biHhXWaVX4qJZsb1u+LnNQg7Y0a4M/F7IF+4KEokPBAdd7TX7Tbz0ZETItx4jUUI3mu6LTUgUYvrN7ihdNFD9MPb6i9YaqU+VH9hN42RvDIi1gBpfclVRTJ+4gflLmoY+iOS5ruwokCy79DiWla969rjoazF0f2HYo7FJqbpIHQYC0Bn7MPhL1msHYzcuNRPhO8lJ5H3TAKZ5iS1I/REDAJA1gRvFm7N3oGW0aKG+xOLILTrPv06QPDhg0Dq5VmJMXDoZ2yuLGGTWAWBtoRBJE6Q7HXrI0sDCyWD6RjBuTD0wsiZdTxzPXBg69XqBL6ep8P5i+Tja7xeG76COMJsCcJnr1jYzb57yLCAvu5YPUVpytlz53z3ESnpU55dAWc43PC6TaDVJ/VqaZDcjsQXgU8cqN4ZTYfaIJlm7Rdj3OUKinVUCwIRL0GuPGkJGQSBh4FsH1FpCtzNxDTaOirQbM27gs0FN8/9FUYiP3PPt7apQ7FIlzwctM5H3GBUTguEuPFWuoG19gSaFsnN2y0mUzQ2JyewzM7rUaOO+645KxJL6KqQf7CugMJ6r9AEES3+9y0QUTcrL3rZPUA2lnQI4ERBm9d5OD18VblYC9wUBl2aYQYkfjF375Qz/QnVRYZem7i5cXLp8BFz0QaiHY1LcVTG5gSQ+PuCtN4+C28Gl1eb3WoIq6jCFGB4LnByd+z/rIi6jk8RcO9N9pS8MjzMNqRsP42InOeAPjsUYCjruv2S/HJ6Lw0HteXv0fNQTMEle3prqHYqZqvw5p9h1E4fD/x86rvIxQLXMfiC0ZD9ZPfgn9Xk+y58YUgHAqDORlpwGSLm7feeivuF5wzZ0531qdXUB9oBLAA5JqNh8cRBNGDKAfiVhOKmwAbPtle1VG8fUx8hyKhjDA2utPpmx3KPCgjMGqh59mVO5i4ET03nQWb3/3qxOHw2MfKSIhOloKX5sm/WfuVVBOmpNj6SuXaJypt/DFyE++AzgJXJHKzTohGifiUA7RYCs7TdjwykVSwK/Ppf0nIS+U6Ip8PLji4URrnfvEuy901FDu4wV2JcomeG/lxMxOgzYfNh5wNrwAUdDzr0KQIM74Ffm8InJ4MFDdnnXVWXC+GH7BQKD2d0+lESJK/hA5HfAZFgiCSn5bCslsUN7xBXHdAo6/Y56bVU6GKGzyTxrPoXYdii5v1+6J7vVQrkZ6ulpBzfnZ4X4246YznhnteuBeGdxQO62tTeONCq0OtCutIRPGD7aaqJm2TQAEuOrmhmAscTOeI4xm61h6xZzEaC8H3hdcfgmBIGX3Q7Q7FFvk1lf2A769Yeo+RO/xMHRp4iixuvMbCUoSXhbP9EAiBrzUIzi4MKE0mcb1r4XA4rgsJm/gIKe3dbXaK3BBEuhiKm5i4MS6X7iyYZvDyDsUY4QhEUl4PnDWWLbnRVg+WfxvNTOJelFhpqT+fM75TvpmueG5KlLEB3PT76//9Xn3smeDs6MaIYuSmg/+Hm5WRW17/TvMYpmZGlOWw0nFE9Irw1JRG3HSx+3NPYpQ24+8RCkIuYjuzf4xwKn/vVd4nLpL5BHlexVblV95/HKGBJf3tYFZaApQrAi0dG/mlVxyplxBWetzY7AmaVksQRNcIhwECLRpx05k0TSzwjNYLkZOXmoBdrbzCWUr6g7EI74WDTe9EtlQ3s4M2P+gdNSTSRmLCwAL4xSRdaqgD30xXPDd606/I74IXwc3+q7V3Wh1qFIY3AIyFfntF7j7jcPjgpuPUyA2WeXNtgOXg+L70SFoqwZw/pYItl996vEaIoLjhotCo8WJncArl3uJMMR7RGdpH/jx+1iqko/Z9E9dr80ouX7aIm08++QTOOOMMViGFvW3QZ/Ppp58mfu2ylJASNLXa0iuMRxC9hqYqgH8uAPj6GfWugz5rzAnanUWuloq8To3y2mgi5ZGTqF4xClz04DiCW2dpW/w/+9kO9SB+zfHD1PsnVBR2ycjaWcMq70WDB19xmvWic+WoUQvoyr2tTnUwJE87xQIjZkt+qe0CXV7ogmNH9IFzdMKNdSlWDtrow8H1ET2xfLBmuvPQ3HGw4w+nwSBF8HLBgQJEnfTeTXHjESKRzd5IryUuankV3qaDbVBfMlF+YiC22Z2t0xHyLDBeGe5vzQJx89JLL8FJJ50EbrcbbrjhBli4cCG4XC448cQT4ZVXXknOWmYZISVyY3dTWoogUsKy3wNs+H8AS2+Vb5vMcKBV/qXuk9P97yWaOMXESLVfPsCgn4eLGxQxRumTFsUwjAelhTOHs4Mf53fvbFAPTlji+87105kAuuHEiNDpCL1BtTNVRVjOzcvU318vz6ZCzhjfH847skITrWJYHVEG1vaYOqQYhiiRBOQ3p4yCFy6bYpia4ZO10f8jRsGwBJyLrUxDnUsWDEGr4pHhU727itNmgUJFlO5vbFO9N1w09cuX01Lvrz8AGw8ooqaDXj6WAvm9tymK0icI3XSh0+/agw8+CA8//DDcdNNN6n2/+tWvYNGiRfC73/0O5s+nWUntIYUl8JuUD1eBbhAbQRA9w6Ft2tv2XKhRfC5oBk6EWdRiipz9+pSeN1ghw7VEICSx9I6+MotHZowa8o0ZkKd6dfDghJOksQ9PZ8FoDf7/nQWF0KBiNxxs8sFtgt8GTa+4HdvEeVp4jDQ71BJk0VPTHmIJPh/6aMTYAfmsKeFnW2vUAaL4nt14UtcHWqaLyRgjN22KtyoRadKyPCcr2a9u9EV5ecTmigEs40XTurcN2it3seTI+9msRG/8aTiCodORm23btrGUlB5MTW3fvj1R65W1tG6sBR8oZzKlNFeKIFKCviLEkQM1zbK4KWnH+xEveIDeJykjCRgmFjHBgxceVHBiNWJUMbW9NjIlmnPRUbIfYuyAAtVs3B0R1h2TKpa5i/BIDkYH2nSRG59N7sCOgq6jJn6cSZVymgQZXx65roenU55YthU2KpPEO+rQnO4YGYoTIW7cfCSIQbpLFJB+Jd6xs1qe5RULk80MJqWq0GkC8CV6SGkC6PQnAccsfPzxx8xvI4L34WNE++x4+RsI2+Uzpj4VZfR2EUQq8OlKre0etYoEOwx3F/SD/Ct0LMzoG4Rxx58N8HIzM4byFBCeSR9o9EFNs3YCNvLRhgNsOXOU7GvQVLQ0tDFvCb6MXmR0hu70TinWvT9vXDNN9Sq1CRViSJu1QDUxm+P8P686dihgFfSlxwwCezsddMdXREesElHGn0r4RHncx7wdQGcM3x35blp8QTWFxyNp4uc9qEiC5paO50VZcmwQ9IXAbjKlZeSm0+LmlltuYV6bb7/9FqZNm8a+rCtXroTnn38eHnvsseSsZRbxkWOd2oShqCwzTG8EkXV4teJGqtsJP7TI940sk6eDd7daCtvo/zt/AQwowBPBzzTVQrz1fq2u5Bs9OPy+EcJ6cPPssh8PqtO/u9OWvztt4YpjRm7sUZ6bZkt+3H4bsZfOQ3Plcvn2GGcQ1cmWyI3mvgREblzK61Y3RcQ0936h0EXT9orNByNpqbaOxY1JKQfHLsVZ4bm55pproG/fvvDII4/AP//5T3bf6NGjYcmSJXDmmWcmYx2zCi8atZTfJLuLmvgRRI8TCsq9PARMIflHf3hpjjpTqjuIHXT5mbJ44OUGz1dW7YJzJ0ci3vh83gpfjELoy8a7G11C/0UiUlpYGs5v4zaJFWJIgymv0+ImXoyETLzRoXTFqGFfIiI3bkUg/VjVqIpl0ds0f0oFEzc8LeX1dixuzLxLMUtLZUG1FPLzn/+cRWtqa2vZBa+TsOmYsDcIFWG5N0VJczg5s08Igmiflmp09mvuWjX6t2w5VGls1l3UMuVgSO3zIpZgm5Xv/re7tSJL7NWCjQA5OFQx1mDNrnDfnMPZEkcxdCdy89HNkVmDaCjWp6Ue/6KWLfcZTCNPBHotU1GY+SeMt5w8IvGRG7v8+flim7w/RvWTRafYtfqfVx0No/rLPjFby/64uxRbMS0Vo6N0RombSy+9lPlrMqEDZLrR/N0B2GyVPzRumitFEKmhMfqH+7NCecRMSW5iGmvyaAZGYrhgEfuNXKl02kV4aS4i9iARfTFzdX1eutu1dsHRlfDJr4/vkrg584gBrGpr7sQBmggSdi/WG4p3e52G6bdE8f+umw4njS6NEm2ZjDhaImGeG7v8GujzQsb014obPNGeMrgIiqzy4zMb3gApHIpvvlSaRm46nZbCSM1pp50GxcXFcN5558GFF14IEyZMSM7aZRmbtkXmudiLqFKKIFJCU7S4OagYe/vkxC497gxigzmeUhKrhUb1zWWpAhQzWNqNTdxQ5Fz87FeaAZUcfaVRrAaA8YIHs8rirrWiwEjCO9fPiLo/z2UFq8UKjZIb8kxyFVirInb+67TRkAzGlufD3y8+Et76bh/zEXV34Gk6oBeuiYjcuHWvgYZ2w//bFPlcrV77DUyZdGRcaamsGL+AE8KrqqrgnnvugTVr1sDkyZPhsMMOg9///vewY8eO5KxlllC1V5mUiyHqwsSEvwmCSIC4afInJN1jlJYy8tyguOAluHzC9uLlP8G2mhZDs6w+hX2zLnWRDuA6Fnps0CBFRFObMtICoz3JZM74/qyRYDYgzs0SJ4V3B5euESD3fOlpOfH36vWa6v1xpaVKrKbsGb9QUFAAv/zlL2H58uWwc+dOlqp68cUXo8rDCS3+enkaqy1shuGjBtLbQxCpFDeHnQkw/GcA81+PRG4SJW74sMJAmDW845ENkXLFH/LIBz8yEbRVmSmF9C+IPrN+8fIp8MBZY1jHYuzkm454dANDeeQmEb1aegv6yE0iTNIeXYl8rIaK5YNHwcawYnD3y0I7FiZln+ZYTGz8QrpZVbo1ODMQCMDXX38Nq1atYlGbsjLq2xILKRiGH6y72fU8vwkqx43rzltPEERX2bVKXg6YDHDBPwFGzIIaRYCUKJ1Xu0uBcvCoa/XD6h3yhOWxumjM5Eo5Nf31zjp47KMtGtMwpq304LykC5VmfumK26EdO8GFTiJ8I70F/WDTRODRRW5OHxc7yuXy5MUlbhxDI59n1DXhYBaIm2XLlsGVV17JxMzFF18Mubm58Pbbb8Pu3fLBm4gmKDTragUv5BRGJvoSBNGD1G6VlwOPVu/izfQS0cCPvY4SAUJPDW/GNnFgQcz0w1MrtmlmRs0Zn9w0TrLACi+zIG/CYGZl4Jleot2T4LDQRDPniIiYwYnq7TVxDFrdcYkbdb6UycT8TkHBGJ+RhuLy8nJmKv7Zz34GTz31FBvF4HQmxoSXzTQrKSmkNJz55YoEkZH4mgGalYGPuX3VOT5Y1QQJNKRidYp+flNprvZ30q/8nwj2tmlUGqHddfrobnUQTiW43cWmxqgZUET8DOmTA9OGFsPnP9XCTQmak2UT+ueUF7UvnoIW+fhkCrTE5bkBZb5UMBDWj03NLHFz9913wznnnAOFhVTt0xmaauV8uk2yQEF6pssJIvvZ/F7kuqePmjpCUIzwktlEmGvRCBrAhoFKtZN+lMC8KRXwyIebVU8K7z48uCRziw3cDisUmiLeoWzoGtzToLB95cqjkvb6xR0I+JASuTG3J252fAam/HIw2c0g+cOsYiro1/aOyri0FBqJSdh0nobqOra0SWY47qKLu/AKBEF0mwYldW7zANjkSMp9b69XG+slsrGm2K/EKCKEkZylN8gl1TwlhUzQpa8yCRSHmxRD6iG33MuHzMTphamDz3gIvxsosoLRQ10Ze9YAPH8qwGPjwCyMYEi3tFS3DMVE/DTXy6Fai2SCov7ahlwEQfQQh7bLy2kL2aK22Qfvr5cHVfLUVKIQ29vHSncNLvHE1YI/kzw31wZ+Bd+WzYU3Rj+asD4tRPe5SmkcefvsUe0+T7LJkRtLIIa4+enjqEZ+ODwzFEivyA3FC3uItmY5xGeRMveHiyCyJnJTUAmt/iCc8tinSfuvxDRUUYy+IvoD/3+fn9kNUbHkeJvUH/494FawMd9Qs6YzM5E6bp89Cq4/cXiHaUJJidw4A9rRICptchYC4ZEbazakpYiu4W2VZ6tYw5lpFCSIrKBN/sEOOQvh2IeXqz1okoFYDdWeUVk82Jw+rh9kMnweFgpHcZQEkR7pqJw4hKbfJY+zGOjd1O53CDFbZRO8ndJSvRdTrfwhsLCiOYIgUoJPrlpcVyup5d+cC48amDRxU+SOLW4WzpSbn150VGXGD9PlhuwWf4hVoSHkucksmvpMYsvCYKSjvgavIG4Ofq2Wg6db5IbihT3EdyY512+lt5wgUodP9r79cBB/iCPi48Gfj4GzJybWC8e7FHcUufnljCFsaOF4XZO/TK2WQlp9QQgpniMSN5lFOEdukeCWWgECbQA2bel4MOBTj2Jm3z4AOJwZitPNc5PytNSTTz4JgwcPZr1yJk2aBJ9+2n4O3OfzwZ133gmVlZXgcDhg6NCh8Oyzz0Km0AjaMkmCIHo+clPls2tMvRdMrez2pG092LyOU9SOuMEGdxMHFmZsbxsRj5KWwshNq1I9o59rRKQ3Fnc+hCTls+ht0Dy2ZPUu+GbrHvW2qaBIqJZKL3GT0k/dkiVL4MYbb2QC55hjjmFNAWfPng0bNmyAgQONQ8TnnnsuHDhwAJ555hk2y6q6uhqCwfQb2iWCMzfMSjqqMEhfdIJICaEAgFIBUuVD4SH/biRLU/ARDEhhO2mpbALHL3DPDZ81RJGbzMJps0ILOCEP2rRdirevgHnvnqEJiZiVk3VMS4XSrBQ8pUfaRYsWweWXXw5XXHEFu/3oo4/C+++/D4sXL4aHHnoo6vnvvfcefPLJJ7Bt2zYoKpIV46BBgyDdCfuC4FN+SG3p1MKRIHph1AY5wCI3ssmfT+1ONAXu+CI32YRbiX61+kIQVLozU7VUZuGwmSHApYHgr4F/nBH1XFO4Xo3c1FfL3yfo7Wkpv98Pa9asgVmzZmnux9uff/654d+89dZbMHnyZHj44YdhwIABMGLECLj11luhrS293lQ9TdsOQcgkh+wGHjY81atDEL2TFX9WrzYHI+GaC6dWJrVyqDeJGy5kWvxBdZyEGMEi0h+HFUdoNEV9Z4yQgodUcXNoX3pZLlIWuampqYFQKBQ1SRxvV1Ups190YMRm5cqVzJ/z5ptvste49tpr4dChQzF9N+jRwQunsVE796Qn2PHjT+rohcE0DZwgUsOXf1Wv8kqey6cPhquOG5qU/w7HOfQ2ccNTUFgGjvOy9BEsIv1xiGNCflyqXg3nVYC5UTsc2978o5qWajqUvLYKGWko1pc+Yp42VjlkOBxmj7388sswZcoUOPXUU1lq6/nnn48ZvcH0Vn5+vnqpqJBbg/ckNYdkdRuWwlDUT55nQxBEavjIehxsqpLPTGeP6Rs18ylReAWDpWgu7g2RmyZvpM9Nb9n2bMFps8C3YUXwT7hIvd+o0tsELWrkpvmQV/VZ9WpxU1JSAhaLJSpKgwZhfTSH069fP5aOQpHCGT16NHtD9+yJOLhF7rjjDmhoaFAvu3drlWdP0KRMBO/jtYK7gCbkEkSPE/CqV29pvkC9nugKKZE2wWCZDZVQ8aA3D+N5aq6TxE2mRW4+CE1m10WpogTiNJiVIam8WsrbLKcie7W4sdvtrPT7ww8/1NyPt6dNm2b4N1hRtW/fPmhujuT2Nm/eDGazGcrLjXtUYLl4Xl6e5tLTtLbI4sYsmcBspm6dBNHjNO1nC69kgwbw9Li46S147FawC7Ox8py2XiPssslz4wNZkErY50asNtRhVkz5Fhw6izaQtvSpXE5pWurmm2+Gv//978wvs3HjRrjppptg165dcPXVV6tRlwULFqjPnz9/PhQXF8Oll17KysVXrFgBv/71r+Gyyy4Dl0vbaCid8If8bGm19I68O0GkHU1yhLhKwipLk3qGWl6YvN+No4cUR3lvsh3s2SMOA81TZg8RmVUt5QX5WBXyRyKe4pTw5SN+C9+Eh4EJIj4bPE0ICtPtU01KP3nz5s2D2tpauP/++2H//v0wZswYWLp0KWvQh+B9KHY4OTk5LLJz/fXXs6opFDrY9+aBBx6AdCYYDrE9b7XSF50gUkL9TrbYJ8mCA+mb70xq5Oa0sf3YhO+x5b0rFS16bNw2+s3LNBxWsxq5sW1+B82uqFrBEZSLcZ4c/nfwDDoShm/8N4AJozmYrzIBaviAL30a+aX8k4fVTngxAo3CekaNGhWVykp3giCrWauVcs8EkRK+lqspt0v9NCmTZEcxThkjt7LvTTgF343TlvKaFaKTYNGOzyxENH/6D0DLwcjjhZVsmj0KIPRUmSwSSCFZ3AR9FLnpVYRAVrMkbggiRexeJX8HlRMNhKp4koNLEDTo3yAyjzaL4E397hWAH/6l3szPL2DTxXnqymQJgxQys7RUII3SUiSre4Cg0sDP7qT2xATR4whGyH+FZvS63jM9jUtI9aF/g8g8NllHRW4IwgYpysuFCQML1NQVmMOqqTidPDf0yUsyUiAMPpPsILfnOJP93xEE0c7YhTXSCPU6mV2Tg+hjoshNhmJzwduhowwfKsl1QL98F0gW+XgWVo5vKCYCaZSWInGTZOo2VkGbSa6Wyi3pXcZCgkgLfLIRMmR1QYgFzwGsZhPMnWjcPoLoHoVCRGzj/p7vCE90HzQVi+Z7zn2Bi9SO05JVOVlXxA3z3Bh1+ksRJG6SzM6dcpWGK2SFwlJ52CdBED1Io9zj5mDQrd71n1uOh4kDC2k3JIGpgyO/c0cOovc4U6Nvh6TonnA+sKtNGQMme5S4ochNL6KhVp6a6gmaobQyUqlBEEQPsUsexLs2NES9a2BxROgQieWYYSVw8mFlzHtzx6mj6e3NQMoLXdAM0T2g/GCFXKdcZB0yKx5SVg4OaWcoTnkpeLZTW13LltaQBEX9e19ZKEGknE3vskVtn6MA9gH89lTBLEkkHOzt8z8L5Pb9RGYysm8e7NwY7RHFaA03jAfNPP3oj0RuqENx78Hrlbs6Wsw2sNqozw1B9Hil1P7v2dXVdvmAW5ZHxn6CaI9QOAwtBpEbi82hDrYO8siNIm6sYAJvC82W6jUElDJUq5mCZATR47TWAoQDACYz7A6VsLuS2ZWYILKBmaPKoAWiTwJC9tzIdYssbizmGrbMt5K46VWEcPQC+wCQuCGIlJWB23OhLSiPNSZxQxDtM6myEKrNpVH373OOVK8HlS7G+W0fs2WOGaB2bwtIksH48BRAR9wkY1YK0swWOlskiJSJG0cuNPvkKKpHGA9AEIQxZQNHQs3ePCgxNcIl/ttgS3gADBsYKQ+XlBN2q+kAW7rNJmht9EM4KIHFlvphsSRuksxOixyyo7QUQaQAr1ytKDly4MAheYIxeW4IomPcDhtM9v1Nc9/ZwhBYu9KZ2GqqYkun2SRXTPlCYEmDztSpX4MsJhyMlMUF7OlTIkcQvYa9a9ii1d4H/MEwa95XmkdjUAiiIzyO6AinQ/Cr2ZQ5bWZTC5iUMIndDOD3yX1vUg2JmyQSbIs4xwtyohsiEQSRZBr2sMUO9xi2HFeeTyMBCCIOPI7oxE6jcEwLK+MXEJNVTkPhX6RLIz8SN0mkra5ZvW5Tdj5BED1I80G2eGWDnJLafCDynSQIIjZG3rTZYyONaDcWzVSvm2ySOjwz4CVxk/VseOdr9frwI6lxGEH0OC2yuKmRZK+AN5AeP7wEke647ZHITUmOHT66+Vg4oqJAvc/jdsHWcH92nael8ByeIje9gK8OrVevV4w5PKXrQhC9kj1fsUWNMifnhcumpHiFCCIzyBHSUoVuOwwrjfS4QXYfagU/yI1pTVbZXMwNxekApaWSSIktMjTO5iATI0H0KNUb1asHQT7jnDZMbuRHEET7lOVHPDUOg1sgNRgAAB0tSURBVOonXzAMfiZnsNUJr5wicdMraGmSe2z0rfOpLasJgugh6nerV3dJpfDmtdPorSeIOBlQEBE3Tmu0/+aO2aMjkRtF3KTTZHCK3CSRJnMbW4bbGpL53xAEYUSz3FzsP6Ej8OcXJgyMRFIJgmifAQXudiunBpW4wS/J94fNQXW+lD9NhmeSuEkifpO8kz350W2sCYJIMs1yc7GDUsQESRBEfPTJjVgpLObozANOBw+a5MiNpBzrMHLjayVxk9WEWT5SDs/1H3lYqleHIHofa19ii4OQD+dPGZjqtSGIjMIiCBpsfqkHrRYRcaMMiGbiJj0mg1PkJkn4mtpAMsm1/32HDUrWf0MQRCwCclr4gFQIQ/t46H0iiE4yd8IAQF1z86wRho8HlRpwrbihyE1W09rYwpaobwrKqEKDIHqUgFf13LwdOlpT1koQRHz86ZzxsPrOk2BUX+MO+yElcgMWL1vYsYmfnwzFWU1zbSNb2sEKuUU0eoEgevYLKAsbn2SFesgxNEQSBNFxaqo4J3Ybk6DJzpaSUjzjMAEEqVoqu2mormNLq2QGTwGJG4LoUVpr2eIQ4HfPZDgEkCCI7hE2K54bm3wyX2A1USl4ttNUK5d/W8MmsDlkdUsQRA+LG0nuquoRWskTBJEYQmYlcmOvYUubyQRhSktlN/W1cuTGFqLmfQTR00gtNRpxY7dS7QRBJJqQErmBUKt6n0TiJrtprpfDdLaQXDFFEEQPUbMFTP++WkhLEQSRDIJmuYuxKdQGoIxokPxyt+JUQ6czSWJjWG79bg2lx44miF7De7erVzFyM31YCYwrp0Z+BJFoQmbFbBz0gsmu+NoC6XHMI3GTBEJ+oc7fnB47miB6DUpKiuEphpeumGrYYZUgiO4RtLjY0hRsA5NdkRPBMEhS6jMWJG6SgL9FrvlHCoqoxw1B9Cg2V+Sqp4jefIJIEiGLHLkxBb1gdsqmffw3FEz9ST2JmyTQ1tSmNvAr7EfihiB6lF1fqFfN+QPozSeIJFGwqwa2vl0KLe/sBbPSbgG7FAd9JG6ykub6Jra0ggUmzj4h1atDEL2Hxv3q1SXB46Gq78yUrg5BZDNhiw0CLVYINwYikRsTpEWXYorcJLE7MTbwyy0iIyNB9BgNe9SrdwSvgByXUqpKEETC2V08li3bQvlgUiM3JgiSuMlOWhvkyI1FMoPFRs3DCKKnxy5stIyEMJghx0HihiCSRUt+f7a0NLeA2SUf62yYlkqDcnCK3CSB1ia5oZEVqEKDIHoUnxw1rfbLRsccJVROEETiCeYXsqUl4AOTRRY0dkxLpcF8KRI3ScDXKIsbs0TihiB6FJ8cNW0CuWKq2EOjTwgiWZhdLmiwu9l1yd+ijmCgtFSW8nn192xpMpF2JIgexStHbpok+Qc3lyI3BJE0cKxJo93DrkthH1uSoTiLkbAGHABqLbKSJQiiZwh55YG1zUrkZkifHHrrCSKJ4sZv4fOlAmyBtuIgpaWyj7AwbqFvQ+pNVQTRm2htrFMjN3effhjkOMhzQxDJwmG1gNeiTAYP+9nSYgLwe8lzk3X4myPdiVsP/JTSdSGI3sSu2lbYtHOvGrmZP3VgqleJILIap80MPh65CfrVUnAyFGdxjxs0Ezs8ct6fIIjk8/MnP4PmhkPsuievCJw2ZZAfQRBJi9z4eOQmJHtu8FtH4gYAnnzySRg8eDA4nU6YNGkSfPrpp3G9qZ999hlYrVY44ogjIJ2o2XOQLe2SFS588PepXh2C6DXUtvghxySPPrF58lO9OgSR9TisQuTG36ampXq9uFmyZAnceOONcOedd8LatWthxowZMHv2bNi1a1e7b2hDQwMsWLAATjzxREg3GqrlM0ebZIb80j6pXh2C6BW0+oNsmQPyD2y+0n+DIIjkEYRGqM+Vv3vBQzVsSZEbAFi0aBFcfvnlcMUVV8Do0aPh0UcfhYqKCli8eHG7b+hVV10F8+fPh6OPPhrSjeb6RlXcEATRM7z+tTx2IVeN3JC4IYhks8f7A9SVb2DXg1V7I5Ebryx4UknKjsB+vx/WrFkDs2bN0tyPtz///POYf/fcc8/BTz/9BPfcc09c/4/P54PGxkbNJZk0Ka9vC1EDP4LoKQJKlWIeyA00be48evMJIsn0zy2BGiUDHDggD621oKG4N4ubmpoaCIVCUFZWprkfb1dVVRn+zZYtW+D222+Hl19+mflt4uGhhx6C/Px89YKRoWTS4lVGL4TkXjcEQSQfq9kEg0z7Ic/UCmHJBOacUnrbCSLJHD2oEmpz5RP54IF96v0hKgXHLr7aCIckSVH3sTcrFGKpqPvuuw9GjBgR95t/xx13MI8Ov+zevRuSSZtfLgW30OgFgugxWvwh+KPtf9j1z8OHgSOvmN59gkgyhc5CaJXHuEG4qR74KX04DZr4pazDVUlJCVgslqgoTXV1dVQ0B2lqaoKvv/6aGY8XLlzI7guHw0wMYRTngw8+gJkzZ0b9ncPhYJeeog1bUJsBbBZqHkYQPUWo+SBMNW9i1zdJA+G0SvLcEESyKXYWQ8iFx9dWCLe0gMlqBgiGIZQG4iZlaSm73c5Kvz/88EPN/Xh72rRpUc/Py8uDdevWwbfffqterr76ahg5ciS7PnXqVEgH2kBuZORwy+3fCYJIPs7Gner1CSeeC/3y6ftHEMkGsyw5+SXyDUkCsMuSQvKnXtykNLxw8803w0UXXQSTJ09mlU9PP/00KwNH0cJTSnv37oUXXngBzGYzjBkzRvP3paWlrD+O/v5UEQoEoc0kz9fIKSpI9eoQRK/B3ipHgA+5h8CkE+amenUIotdgdbsB62csEoDJCnJqyh/u3eJm3rx5UFtbC/fffz/s37+fiZSlS5dCZWUlexzv66jnTTrReKCODc3EuZnF5X1TvToE0Wuw+uSZUi05lVCU6pUhiF6Ey+qGQ7kAfbBQ2CyLGlMwHNM/21Ok3Bhy7bXXsosRzz//fLt/e++997JLulBfJTfwc0l2KK4gcUMQPYXNL08DDzspYkoQPYnT6oSaPFncmMJ+kMAKFkmCUDAM1hSOQKFOcwlk71a5EssRNkNpZb9EvjRBEO1g89fLV9wUtyGInhY3jR4lQiMJwzNTXA5O4iaBbNuxjS1tYRPkFtNsG4LoKewBOXJjy6EScILoSZwWJzTyGdFBuRWKNQ3mS5G4SSCBgGwmtgbCKc01EkRvwxWUO4M7cpXKDYIgeqzXTbNTvi4FlfEnJG6yC69P2bFKK3iCIJJPmz8EY2Eru+4u7k9vOUH0IBW5FdBml0/mpUAkcuNvS+0IBorcJJAwlkmxknB5BxMEkXzq6g9BqUn23DiHTqe3nCB6kP45/aHNrtwIyCf4VjBBa5Psv0kVJG4SSAjkiE1J+bBEvixBEO3QfFCeCN4CLjC5qDMxQfQkfd19wauIm7CvRY3ctNSTuMm6yI2dtaMmCKInaKuTB/bVmUnYEERPk+fIU8WNpIgb9Nz4UzwZnCI3CSSoRG6sdh6jIwgi2fjr97Nlk5UqpQiip/HYPKqhONxcr0ZugikewUDiJkHgEE+fMnrBnetJ1MsSBNEBoUZ59EKrncQNQfQ0ObYcaHLLhuJgQ43a5yaY4hEMKe9QnC34mtogpKSlXIU5qV4dgug1FAw/Gr5svRys/Q5L9aoQRK/DYXFAmxulRAjC9bWRyE2AxE1W0FQrNxGzSmbILaEW8ATRU4w68kQAvBAE0eOYTCbIL8RxQztB8rey+1DqpDotRZGbBFE8sBTyNn4HNrsLCsooPE4QBEH0DvoUYH+pnWqHYjQUB32pNRSTuEkQDQfrQIIA+P0BKOhL820IgiCI3kGBpwSCZuzO71WjOSHy3GQHAW8AXPlDIRwKgN1B1VIEQRBE76DIVQR+G4DV5wN0nqK9WKLITXZQNrg/XPv0Y6leDYIgCILoUfLseeCzArh9AGBh3mKAFEduqBScIAiCIIhu9brx2eTrkkVZkrghCIIgCCJTcdvcapdik1luiWIKUBM/giAIgiAyFI/VA6186pBZSUcFKS1FEARBEESGkmPPgTa73KXYZJYjNn0rclO6TuS5IQiCIAiiyxQ5i6BNidyYQZ4GPmpSKaQSEjcEQRAEQXSZQmchNLrl61KgjS3DPvLcEARBEASRoeTac6HeI6elJG+TvCRxQxAEQRBEpuKyuOBgvnw92HiILUncEARBEASRsdgsNjhYJE9zCtXXsGXYm9rZUuS5IQiCIAiiWwQ9sqNYapXTUuS5IQiCIAgiozG7XGwptZHnhiAIgiCILMDklsulJD9VSxEEQRAEkQXYc5SmfUFZ3KR6Kjh5bgiCIAiC6BY5jjzw2rDPjZfdlryp7XMj25sJgiAIgiC60eumyQXg8jeDra8FbP0KIJVQ5IYgCIIgiG53KW5wo6H4ELjHeaFo3khIJSRuCIIgCILoFv08/aBR6VIcOiQ38kslJG4IgiAIgugWQ/KHsMgNEqwlcUMQBEEQRIZTmVepDs8M1dWlenUockMQBEEQRPfIseeA1y6npcJtcjl4KqG0FEEQBEEQ3cJtc4PfJl8PtrVCqiFxQxAEQRBEt3Bb3eBXmssEWpsh1ZC4IQiCIAiiW1jNVgCHnV0PtLVAqiFxQxAEQRBEt3G489gyoEwGTyUkbgiCIAiC6DbOnHy2DDaTuCEIgiAIIgsIV/RlS9vOKpACgZSuC0VuCIIgCILoNtaBA2FPMUDN2HIINTX1bnHz5JNPwuDBg8HpdMKkSZPg008/jfncN954A04++WTo06cP5OXlwdFHHw3vv/9+j64vQRAEQRDR5LsK4OZfWmHl9dPBWlQEvVbcLFmyBG688Ua48847Ye3atTBjxgyYPXs27Nq1y/D5K1asYOJm6dKlsGbNGjjhhBPgjDPOYH9LEARBEETqcFqdbOkNeVO+G0ySJEmp+s+nTp0KEydOhMWLF6v3jR49Gs466yx46KGH4nqNww8/HObNmwd33313XM9vbGyE/Px8aGhoYNEfgiAIgiC6z8sbX4Y/fPUHmD1oNjx83MOQaDpz/E5Z5Mbv97Poy6xZszT34+3PP/88rtcIh8PQ1NQERe2Ev3w+H3tDxAtBEARBEInFaZEjN22hXjx+oaamBkKhEJSVlWnux9tVVVVxvcYjjzwCLS0tcO6558Z8DkaAUOnxS0VFRbfXnSAIgiAILQ6rgy29wdSnpVJuKDaZ5EFbHMyS6e8z4tVXX4V7772X+XZKS0tjPu+OO+5gISx+2b17d0LWmyAIgiCICC6Liy1bg6mfLaVMguh5SkpKwGKxREVpqquro6I5elDQXH755fD666/DSSed1O5zHQ4HuxAEQRAEkTz65/Rny+312yEshcFsSl38JGX/s91uZ6XfH374oeZ+vD1t2rR2IzaXXHIJvPLKK3Daaaf1wJoSBEEQBNERwwqHMd9NniMPattqoVdGbpCbb74ZLrroIpg8eTLrWfP000+zMvCrr75aTSnt3bsXXnjhBVXYLFiwAB577DE46qij1KiPy+VifhqCIAiCIFKDzWyDj8/9GPLsqa9ETqm4wRLu2tpauP/++2H//v0wZswY1sOmsrKSPY73iT1vnnrqKQgGg3DdddexC+fiiy+G559/PiXbQBAEQRCETDoIm5T3uUkF1OeGIAiCIDKPjOhzQxAEQRAEkQxI3BAEQRAEkVWQuCEIgiAIIqsgcUMQBEEQRFZB4oYgCIIgiKyCxA1BEARBEFkFiRuCIAiCILIKEjcEQRAEQWQVJG4IgiAIgsgqSNwQBEEQBJFVkLghCIIgCCKrIHFDEARBEERWkdKp4KmAzwnFAVwEQRAEQWQG/Lgdz7zvXidumpqa2LKioiLVq0IQBEEQRBeO4zgdvD1MUjwSKIsIh8Owb98+yM3NBZPJlHBViaJp9+7dHY5jzzSyedsQ2r7MJpv3XzZvG0Lbl9k09uDnE+UKCpv+/fuD2dy+q6bXRW7wDSkvL0/q/4E7OBt/hLJ92xDavswmm/dfNm8bQtuX2eT10Oezo4gNhwzFBEEQBEFkFSRuCIIgCILIKkjcJBCHwwH33HMPW2Yb2bxtCG1fZpPN+y+btw2h7ctsHGn6+ex1hmKCIAiCILIbitwQBEEQBJFVkLghCIIgCCKrIHFDEARBEERWQeKGIAiCIIisgsRNgnjyySdh8ODB4HQ6YdKkSfDpp59CuvPQQw/BkUceybo1l5aWwllnnQU//vij5jmXXHIJ6+QsXo466ijNc3w+H1x//fVQUlICHo8H5syZA3v27IFUc++990ate9++fdXH0UuPz8Fuly6XC44//nhYv359RmwbMmjQoKjtw8t1112XcftuxYoVcMYZZ7B9gev573//W/N4ovZVXV0dXHTRRawRGF7wen19fUq3LxAIwG9+8xsYO3YsW298zoIFC1gndRHcZv3+PO+889J++xL5WUzX7TP6HuLlT3/6U9rvv4fiOA5k4vePxE0CWLJkCdx4441w5513wtq1a2HGjBkwe/Zs2LVrF6Qzn3zyCTsQfvnll/Dhhx9CMBiEWbNmQUtLi+Z5p5xyCuzfv1+9LF26VPM4bvubb74Jr732GqxcuRKam5vh9NNPh1AoBKnm8MMP16z7unXr1McefvhhWLRoETzxxBOwevVqJnxOPvlkdf5Yum8brrO4bbgPkXPOOSfj9h1+5saPH8/2hRGJ2lfz58+Hb7/9Ft577z12wev4A5vK7WttbYVvvvkG7rrrLrZ84403YPPmzezgoOfKK6/U7M+nnnpK83g6bl8iP4vpun3iduHl2WefZeLl7LPPTvv990kcx4GM/P5hKTjRPaZMmSJdffXVmvtGjRol3X777Rn11lZXV2NbAOmTTz5R77v44oulM888M+bf1NfXSzabTXrttdfU+/bu3SuZzWbpvffek1LJPffcI40fP97wsXA4LPXt21f6wx/+oN7n9Xql/Px86W9/+1vab5sRv/rVr6ShQ4eybcvkfYefwTfffDPh+2rDhg3stb/88kv1OV988QW7b9OmTSnbPiO++uor9rydO3eq9x133HFsH8cinbcvEZ/FdN4+PbitM2fO1NyXKfuvWnccyNTvH0Vuuonf74c1a9YwpSuCtz///HPIJBoaGtiyqKhIc//y5ctZuHLEiBHszKO6ulp9DLcdw+ri9mPocsyYMWmx/Vu2bGHrgylDDAFv27aN3b99+3aoqqrSrDc2oTruuOPU9U73bdN/Dl966SW47LLLNANhM3nfcRK1r7744gsWCp86dar6HEyN4H3ptL38u4j7saCgQHP/yy+/zML+GJG89dZbNWfO6b593f0spvv2cQ4cOADvvvsuXH755VGPZcL+a9AdBzL1+9frBmcmmpqaGhZ2Kysr09yPt/EDkSngCcnNN98M06dPZx9IDqbXMM1RWVnJPuQYOp85cyb7MOMHHLfRbrdDYWFh2m0/foleeOEF9mOKPzgPPPAATJs2jeWK+boZ7bedO3ey6+m8bXrQA4C5a/Q2ZMO+E0nUvsIlHlz14H3ptL1erxduv/12FsIXBxFecMEFTKRjSuCHH36AO+64A7777js1HZnO25eIz2I6b5/IP/7xD+ZfmTt3rub+TNh/ksFxIFO/fyRuEoR4tsw/JPr70pmFCxfC999/z3KlIvPmzVOv44d98uTJ7AcKz0z0X9502378QeWgWfPoo4+GoUOHsh8fbmbsyn5Lh23T88wzz7DtxbOlbNh3RiRiXxk9P522F89+McIYDodZkYIIRjvE/Tl8+HC2T9GnM3HixLTevkR9FtN1+0TQb4NCBotLMm3/LYxxHMjE7x+lpboJhhgtFkuU8sSQq17ppivocH/rrbdg2bJlUF5e3u5z+/Xrx36UMN2D4FkIpkTQBZ/u248OfhQ5uO68aqq9/ZYp24ZnTx999BFcccUVWbnvErWv8DkYwdNz8ODBtNheFDbnnnsui2zg2bwYtTECD4g2m02zP9N5+7r7WcyE7cMqWaw06ui7mI777/oYx4FM/f6RuOkmGIrD0m8eWuTgbUyBpDOomFGpY3XGf/7zHxYy7Yja2lrYvXs3+3FCcNvxCypuP1YBYNg13bYfSxU3btzI1p2Hh8X1xi8nVg7w9c6UbXvuuedYaPe0007Lyn2XqH2FkTv0E3z11Vfqc1atWsXuS/X2cmGDBzoUqsXFxR3+DaZX8e/4/kzn7UvEZzETtg8jqLgtWFmVKftP6uA4kLHfv4RblHsh6BBHp/gzzzzDHOE33nij5PF4pB07dkjpzDXXXMMc78uXL5f279+vXlpbW9njTU1N0i233CJ9/vnn0vbt26Vly5ZJRx99tDRgwACpsbFRfR2sFCsvL5c++ugj6ZtvvmFVAlilFAwGU7h1Elt33LZt27Yxh/7pp58u5ebmqvsF3f+4/W+88Ya0bt066fzzz5f69euXEdvGCYVC0sCBA6Xf/OY3mvszbd/h+q5du5Zd8Gdp0aJF7DqvFkrUvjrllFOkcePGsSoNvIwdO5Z9LlK5fYFAQJozZw5b92+//VbzXfT5fOzvt27dKt13333S6tWr2f589913WUXmhAkT0n77EvlZTMft4zQ0NEhut1tavHhx1N+n8/67poPjQKZ+/0jcJIi//vWvUmVlpWS326WJEydqyqnTFfySGl2ee+459jh+uGfNmiX16dOHiTc8iGJJ565duzSv09bWJi1cuFAqKiqSXC4X+7Dqn5MK5s2bx76AuO79+/eX5s6dK61fv159HEscsVwcyxwdDod07LHHsi9uJmwb5/3332f77Mcff9Tcn2n7Dg94Rp9FXOdE7qva2lrpggsuYCIXL3i9rq4upduHB7tY30X8OwS3A7cZtw1/Y7Dk/4YbbmDbk+7bl8jPYjpuH+epp55i641l0XrSef9BB8eBTP3+mZSNIwiCIAiCyArIc0MQBEEQRFZB4oYgCIIgiKyCxA1BEARBEFkFiRuCIAiCILIKEjcEQRAEQWQVJG4IgiAIgsgqSNwQBEEQBJFVkLghCCIjWL58ORuwh9PPCYIg2oOa+BEEkZYcf/zxcMQRR8Cjjz6qzrM5dOgQG7KXTlOgCYJIP6ypXgGCIIh4h9TyCcUEQRDtQWkpgiDSjksuuYRNHX7sscdYlAYvzz//vCYthbcLCgrgnXfegZEjR4Lb7YZf/OIX0NLSAv/4xz9g0KBBUFhYCNdffz2EQiH1tTECdNttt8GAAQPA4/HA1KlTWcqLIIjsgSI3BEGkHShqNm/eDGPGjIH777+f3bd+/fqo57W2tsLjjz8Or732GjQ1NcHcuXPZBUXP0qVLYdu2bXD22WfD9OnTYd68eexvLr30UtixYwf7m/79+8Obb74Jp5xyCqxbtw6GDx/e49tKEETiIXFDEETakZ+fz9JQGI3hqahNmzZFPS8QCMDixYth6NCh7DZGbl588UU4cOAA5OTkwGGHHQYnnHACLFu2jImbn376CV599VXYs2cPEzbIrbfeCu+99x4899xz8Pvf/76Ht5QgiGRA4oYgiIwFxQ8XNgiajTEdhcJGvK+6uppd/+abb0CSJBgxYoTmdXw+HxQXF/fgmhMEkUxI3BAEkbHYbDbNbfTkGN0XDofZdVxaLBZYs2YNW4qIgoggiMyGxA1BEGkJpqVEI3AimDBhAntNjOTMmDEjoa9NEET6QNVSBEGkJZheWrVqFTP/1tTUqNGX7oDpqAsuuAAWLFgAb7zxBmzfvh1Wr14Nf/zjH5kBmSCI7IDEDUEQaQkafTF1hKbgPn36wK5duxLyumgcRnFzyy23sBLyOXPmMBFVUVGRkNcnCCL1UIdigiAIgiCyCorcEARBEASRVZC4IQiCIAgiqyBxQxAEQRBEVkHihiAIgiCIrILEDUEQBEEQWQWJG4IgCIIgsgoSNwRBEARBZBUkbgiCIAiCyCpI3BAEQRAEkVWQuCEIgiAIIqsgcUMQBEEQRFZB4oYgCIIgCMgm/j83qP8e51qvfwAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds_lmr_v21_past.isel(rgi_id=2).volume.plot();\n",
    "ds_lmr_online_past.isel(rgi_id=2).volume.plot();\n",
    "ds_lmr_v21_hist.isel(rgi_id=2).volume.plot();\n",
    "ds_lmr_online_hist.isel(rgi_id=2).volume.plot();\n",
    "\n",
    "ds_mira_hist.isel(rgi_id=2).volume.plot();\n",
    "ds_mira_nat.isel(rgi_id=2).volume.plot();\n",
    "ds_mira_hist_cl.isel(rgi_id=2).volume.plot();\n",
    "ds_mira_nat_cl.isel(rgi_id=2).volume.plot();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "be1f7eec-918d-41d1-8fc0-5b6ba533a384",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds_mira_hist.isel(rgi_id=2).volume.plot();\n",
    "ds_mira_nat.isel(rgi_id=2).volume.plot();\n",
    "ds_mira_hist_cl.isel(rgi_id=2).volume.plot();\n",
    "ds_mira_nat_cl.isel(rgi_id=2).volume.plot();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "0204fe08-ac4c-48ce-8a51-169d555698bf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds_mira_hist.isel(rgi_id=2).area.plot();\n",
    "ds_mira_nat.isel(rgi_id=2).area.plot();\n",
    "ds_mira_hist_cl.isel(rgi_id=2).area.plot();\n",
    "ds_mira_nat_cl.isel(rgi_id=2).area.plot();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "47b70c26-291d-4f8d-adb0-4054ecad1eb3",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1a80c171-019e-40d3-93c8-b0e09fc0ea4d",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "507c4f02-7763-4195-9ad7-9ae9c4301df9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "71"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_lmr_online_hist.isel(time=0).volume.isnull().sum().item()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "ac87a24e-06cb-430f-b92d-62a9778a9e2d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "254"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_mira_hist.isel(time=0).volume.isnull().sum().item()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "4d98aa9a-d7e8-4cb0-b72b-c6941c47362b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "248"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_mira_hist_cl.isel(time=0).volume.isnull().sum().item()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "922edaf7-4f2b-4605-b0d9-340dd37aec21",
   "metadata": {},
   "outputs": [],
   "source": [
    "valid_ids = ((~ds_mira_hist.isel(time=0).volume.isnull().data) &\n",
    "            (~ds_mira_nat.isel(time=0).volume.isnull().data) &\n",
    "            (~ds_mira_hist_cl.isel(time=0).volume.isnull().data) &\n",
    "            (~ds_mira_nat_cl.isel(time=0).volume.isnull().data)\n",
    "            )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "e655e30d-3a87-47a2-986f-71dc8b6c5d16",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('https://cluster.klima.uni-bremen.de/~oggm/gdirs/oggm_v1.6/L3-L5_files/2025.6/elev_bands/W5E5/per_glacier_spinup/RGI62/b_160/L3/summary/glacier_statistics_11.csv',\n",
    "                 index_col=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "cc2d79c3-6b96-49eb-9bc6-42e6d37b9ccd",
   "metadata": {},
   "outputs": [],
   "source": [
    "valid_ids = ds_mira_nat.sel(rgi_id=valid_ids).rgi_id.data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "ecd936dc-9177-4f9b-af10-23b8513cbc33",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfok = df.loc[valid_ids]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "96bd84e7-6eac-4f5c-a961-ba326034da45",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(np.float64(0.9932256161854862), np.float64(0.9974026555275318))"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfok.rgi_area_km2.sum() / df.rgi_area_km2.sum(), dfok.inv_volume_km3.sum() / df.inv_volume_km3.sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4b643a40-5475-4c49-8b68-7abef4ef4655",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfs = df[['rgi_region', 'rgi_subregion', 'name', 'cenlon', 'cenlat',\n",
    "          'rgi_area_km2', 'rgi_year', 'main_flowline_length',\n",
    "          'inv_volume_km3', 'reference_mb', 'reference_mb_err']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "595c3bd1-08d7-46c0-be94-5063dc1c6e57",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfs.to_csv('filtered_histnat/glacier_statistics_reg11.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d6237fe2-d7fa-4968-9f5f-735eae8f8b76",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "1d07569b-7fa3-4e00-bee1-bf49fdcbe898",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_736349/1156441226.py:1: FutureWarning: In a future version of xarray the default value for data_vars will change from data_vars='all' to data_vars=None. This is likely to lead to different results when multiple datasets have matching variables with overlapping values. To opt in to new defaults and get rid of these warnings now use `set_options(use_new_combine_kwarg_defaults=True) or set data_vars explicitly.\n",
      "  ds_lmr_v21 = xr.concat([ds_lmr_v21_past.sel(rgi_id=valid_ids).isel(time=slice(None, -1)), ds_lmr_v21_hist.sel(rgi_id=valid_ids)], dim='time')\n",
      "/tmp/ipykernel_736349/1156441226.py:2: FutureWarning: In a future version of xarray the default value for data_vars will change from data_vars='all' to data_vars=None. This is likely to lead to different results when multiple datasets have matching variables with overlapping values. To opt in to new defaults and get rid of these warnings now use `set_options(use_new_combine_kwarg_defaults=True) or set data_vars explicitly.\n",
      "  ds_lmr_online = xr.concat([ds_lmr_online_past.sel(rgi_id=valid_ids).isel(time=slice(None, -1)), ds_lmr_online_hist.sel(rgi_id=valid_ids)], dim='time')\n"
     ]
    }
   ],
   "source": [
    "ds_lmr_v21 = xr.concat([ds_lmr_v21_past.sel(rgi_id=valid_ids).isel(time=slice(None, -1)), ds_lmr_v21_hist.sel(rgi_id=valid_ids)], dim='time')\n",
    "ds_lmr_online = xr.concat([ds_lmr_online_past.sel(rgi_id=valid_ids).isel(time=slice(None, -1)), ds_lmr_online_hist.sel(rgi_id=valid_ids)], dim='time')\n",
    "# _dsmb = xr.concat([dsmb.sel(rgi_id=valid_ids).isel(time=slice(None, -1)), dshb.sel(rgi_id=valid_ids)], dim='time')\n",
    "# _dsmbc = dsmbc.sel(rgi_id=valid_ids)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "a0ca7bbb-85fe-4cd0-be44-64afeb1d602f",
   "metadata": {},
   "outputs": [],
   "source": [
    "ds_mira_hist = ds_mira_hist.sel(rgi_id=valid_ids)\n",
    "ds_mira_nat = ds_mira_nat.sel(rgi_id=valid_ids)\n",
    "\n",
    "ds_mira_hist_cl = ds_mira_hist_cl.sel(rgi_id=valid_ids)\n",
    "ds_mira_nat_cl = ds_mira_nat_cl.sel(rgi_id=valid_ids)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b6ec96d2-3ada-4ccf-ab8a-5d00498d87aa",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "48ae4cfb-b877-4acf-854c-4d0790e81a9f",
   "metadata": {},
   "outputs": [],
   "source": [
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "55fd5742-d2f2-47f9-858c-33d262802743",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with sns.axes_style(\"whitegrid\"):\n",
    "    plt.figure(figsize=(12, 5))\n",
    "    (ds_mira_hist.volume.isel(time=slice(200, None)).sum(dim='rgi_id')*1e-9).plot(label='Mira Hist');\n",
    "    (ds_mira_nat.volume.isel(time=slice(200, None)).sum(dim='rgi_id')*1e-9).plot(label='Mira Nat');\n",
    "    plt.plot(2003, dfok.inv_volume_km3.sum(), 'o', c='k');\n",
    "    plt.legend();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "55cf5041-7525-42f1-9a61-0a0e1b693d53",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with sns.axes_style(\"whitegrid\"):\n",
    "    plt.figure(figsize=(12, 5))\n",
    "    (ds_mira_hist_cl.volume.isel(time=slice(200, None)).sum(dim='rgi_id')*1e-9).plot(label='Mira Hist CL');\n",
    "    (ds_mira_nat_cl.volume.isel(time=slice(200, None)).sum(dim='rgi_id')*1e-9).plot(label='Mira Nat CL');\n",
    "    plt.plot(2003, dfok.inv_volume_km3.sum(), 'o', c='k');\n",
    "    plt.legend();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "id": "a690b017-9183-4e6c-a54e-a45b4b230096",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with sns.axes_style(\"whitegrid\"):\n",
    "    plt.figure(figsize=(12, 5))\n",
    "    (ds_lmr_v21.volume.isel(time=slice(200, None)).sum(dim='rgi_id')*1e-9).plot(label='LMR v2.1');\n",
    "    (ds_lmr_online.volume.isel(time=slice(200, None)).sum(dim='rgi_id')*1e-9).plot(label='LMR Online');\n",
    "    (ds_mira_hist.volume.isel(time=slice(200, None)).sum(dim='rgi_id')*1e-9).plot(label='Mira Hist');\n",
    "    (ds_mira_nat.volume.isel(time=slice(200, None)).sum(dim='rgi_id')*1e-9).plot(label='Mira Nat');\n",
    "    plt.plot(1850, dfo.loc[17]['Volume LIA'], 'o', c='grey', label='Volume Ref. LIA');\n",
    "    plt.plot(2003, dfok.inv_volume_km3.sum(), 'x', c='k', label='Volume OGGM 2003');\n",
    "    plt.plot(2015, dfo.loc[17]['Volume 2015'], 'o', c='k', label='Volume Ref. 2015');\n",
    "    plt.xlabel(''); plt.ylabel('Total volume (km$^3$)'); plt.xlabel('Year');\n",
    "    plt.legend(loc='lower left'); plt.title('Pilot OGGM simulations - Volume');\n",
    "    plt.legend();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "5afc13de-d4cf-43cb-8a88-edad2e347576",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with sns.axes_style(\"whitegrid\"):\n",
    "    plt.figure(figsize=(12, 5))\n",
    "    (_dsm.volume.sel(time=slice(1200, 2003)).sum(dim='rgi_id')*1e-9).plot(label='LMR v2.1');\n",
    "    (_dsmo.volume.sel(time=slice(1200, 2003)).sum(dim='rgi_id')*1e-9).plot(label='LMR Online');\n",
    "    (_dsmb.volume.sel(time=slice(1200, 2003)).sum(dim='rgi_id')*1e-9).plot(label='LMR v2.1 Boosted');\n",
    "    (_dsmbc.volume.sel(time=slice(1200, 2003)).sum(dim='rgi_id')*1e-9).plot(label='LMR Mira bc');\n",
    "    plt.plot(2003, dfok.inv_volume_km3.sum(), 'o', c='k');\n",
    "    plt.legend();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "d5318ed5-ccdf-4815-9038-0ba93bcb27a1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Main division</th>\n",
       "      <th>Region name</th>\n",
       "      <th>Area LIA</th>\n",
       "      <th>Area 2003</th>\n",
       "      <th>Area 2015</th>\n",
       "      <th>Relative area change (P1)</th>\n",
       "      <th>Relative area change (P3)</th>\n",
       "      <th>Relative area change rate (P1)</th>\n",
       "      <th>Relative area change rate (P2)</th>\n",
       "      <th>Volume LIA</th>\n",
       "      <th>Volume 2015</th>\n",
       "      <th>Volume change (P3)</th>\n",
       "      <th>Mean elevation change (P3)</th>\n",
       "      <th>Elevation change rate (P1)</th>\n",
       "      <th>Elevation change rate (P3)</th>\n",
       "      <th>Elevation change rate (P2)</th>\n",
       "      <th>Increase rate (P2/P1)</th>\n",
       "      <th>Change of median elevation (P3)</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Region ID</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>west</td>\n",
       "      <td>Dauphiné Alps</td>\n",
       "      <td>159.04</td>\n",
       "      <td>90.77</td>\n",
       "      <td>64.76</td>\n",
       "      <td>-42.93</td>\n",
       "      <td>-59.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-2.39</td>\n",
       "      <td>7.98</td>\n",
       "      <td>1.96</td>\n",
       "      <td>-6.02</td>\n",
       "      <td>-40.20</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>3.42</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>west</td>\n",
       "      <td>Cottian &amp; Maritime Alps</td>\n",
       "      <td>20.69</td>\n",
       "      <td>2.68</td>\n",
       "      <td>1.55</td>\n",
       "      <td>-87.03</td>\n",
       "      <td>-92.52</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-3.53</td>\n",
       "      <td>0.58</td>\n",
       "      <td>0.02</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-30.63</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>2.73</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>west</td>\n",
       "      <td>Graian Alps</td>\n",
       "      <td>636.44</td>\n",
       "      <td>332.27</td>\n",
       "      <td>267.42</td>\n",
       "      <td>-47.79</td>\n",
       "      <td>-57.98</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-1.63</td>\n",
       "      <td>43.35</td>\n",
       "      <td>15.76</td>\n",
       "      <td>-27.60</td>\n",
       "      <td>-44.22</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>2.99</td>\n",
       "      <td>105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>west</td>\n",
       "      <td>Savoy Prealps</td>\n",
       "      <td>16.45</td>\n",
       "      <td>8.25</td>\n",
       "      <td>4.40</td>\n",
       "      <td>-49.84</td>\n",
       "      <td>-73.24</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-3.89</td>\n",
       "      <td>0.51</td>\n",
       "      <td>0.13</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-22.74</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>5.01</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>west</td>\n",
       "      <td>Pennine Alps</td>\n",
       "      <td>703.03</td>\n",
       "      <td>431.00</td>\n",
       "      <td>387.67</td>\n",
       "      <td>-38.69</td>\n",
       "      <td>-44.86</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>50.31</td>\n",
       "      <td>21.51</td>\n",
       "      <td>-28.80</td>\n",
       "      <td>-41.70</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>3.02</td>\n",
       "      <td>158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>west</td>\n",
       "      <td>Bernese Alps</td>\n",
       "      <td>689.78</td>\n",
       "      <td>462.42</td>\n",
       "      <td>389.37</td>\n",
       "      <td>-32.96</td>\n",
       "      <td>-43.55</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-1.32</td>\n",
       "      <td>64.48</td>\n",
       "      <td>31.68</td>\n",
       "      <td>-32.80</td>\n",
       "      <td>-46.38</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>3.88</td>\n",
       "      <td>128</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>west</td>\n",
       "      <td>Glarus Alps</td>\n",
       "      <td>107.52</td>\n",
       "      <td>53.23</td>\n",
       "      <td>41.49</td>\n",
       "      <td>-50.50</td>\n",
       "      <td>-61.41</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-1.84</td>\n",
       "      <td>5.91</td>\n",
       "      <td>2.46</td>\n",
       "      <td>-3.44</td>\n",
       "      <td>-30.07</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>5.71</td>\n",
       "      <td>98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>west</td>\n",
       "      <td>Lepontine Alps</td>\n",
       "      <td>182.72</td>\n",
       "      <td>52.40</td>\n",
       "      <td>39.51</td>\n",
       "      <td>-71.32</td>\n",
       "      <td>-78.37</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-2.05</td>\n",
       "      <td>7.51</td>\n",
       "      <td>1.36</td>\n",
       "      <td>-6.15</td>\n",
       "      <td>-33.84</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>4.52</td>\n",
       "      <td>144</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>east</td>\n",
       "      <td>Rhaetian Alps West</td>\n",
       "      <td>352.62</td>\n",
       "      <td>147.96</td>\n",
       "      <td>118.38</td>\n",
       "      <td>-58.04</td>\n",
       "      <td>-66.43</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-1.67</td>\n",
       "      <td>18.53</td>\n",
       "      <td>5.52</td>\n",
       "      <td>-13.01</td>\n",
       "      <td>-37.48</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>4.19</td>\n",
       "      <td>135</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>east</td>\n",
       "      <td>Rhaetian Alps East</td>\n",
       "      <td>470.85</td>\n",
       "      <td>207.99</td>\n",
       "      <td>185.97</td>\n",
       "      <td>-55.83</td>\n",
       "      <td>-60.50</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.88</td>\n",
       "      <td>31.41</td>\n",
       "      <td>7.87</td>\n",
       "      <td>-23.53</td>\n",
       "      <td>-50.18</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>2.78</td>\n",
       "      <td>81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>east</td>\n",
       "      <td>Rhaetian Alps South</td>\n",
       "      <td>284.48</td>\n",
       "      <td>122.53</td>\n",
       "      <td>100.59</td>\n",
       "      <td>-56.93</td>\n",
       "      <td>-64.64</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-1.49</td>\n",
       "      <td>18.06</td>\n",
       "      <td>4.90</td>\n",
       "      <td>-13.16</td>\n",
       "      <td>-46.67</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>3.43</td>\n",
       "      <td>110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>east</td>\n",
       "      <td>Tauern Alps West</td>\n",
       "      <td>540.64</td>\n",
       "      <td>195.52</td>\n",
       "      <td>194.76</td>\n",
       "      <td>-63.83</td>\n",
       "      <td>-63.98</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.03</td>\n",
       "      <td>30.72</td>\n",
       "      <td>6.18</td>\n",
       "      <td>-24.54</td>\n",
       "      <td>-45.51</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>2.22</td>\n",
       "      <td>138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>east</td>\n",
       "      <td>Dolomites &amp; Carnic Alps</td>\n",
       "      <td>23.24</td>\n",
       "      <td>4.80</td>\n",
       "      <td>4.20</td>\n",
       "      <td>-79.35</td>\n",
       "      <td>-81.91</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>0.61</td>\n",
       "      <td>0.07</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-26.50</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>1.58</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>east</td>\n",
       "      <td>Northeastern Alps</td>\n",
       "      <td>23.62</td>\n",
       "      <td>7.32</td>\n",
       "      <td>6.17</td>\n",
       "      <td>-69.00</td>\n",
       "      <td>-73.89</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-1.32</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.22</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>-32.41</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>2.14</td>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>west</td>\n",
       "      <td>Western Alps</td>\n",
       "      <td>2515.67</td>\n",
       "      <td>1433.02</td>\n",
       "      <td>1196.17</td>\n",
       "      <td>-43.06</td>\n",
       "      <td>-52.45</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-1.38</td>\n",
       "      <td>180.63</td>\n",
       "      <td>74.88</td>\n",
       "      <td>-105.76</td>\n",
       "      <td>-42.26</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>3.51</td>\n",
       "      <td>147</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>east</td>\n",
       "      <td>Eastern Alps</td>\n",
       "      <td>1695.45</td>\n",
       "      <td>686.12</td>\n",
       "      <td>610.07</td>\n",
       "      <td>-59.53</td>\n",
       "      <td>-64.02</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>100.31</td>\n",
       "      <td>24.76</td>\n",
       "      <td>-75.56</td>\n",
       "      <td>-44.89</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>2.96</td>\n",
       "      <td>134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>All</td>\n",
       "      <td>Alps</td>\n",
       "      <td>4211.12</td>\n",
       "      <td>2119.14</td>\n",
       "      <td>1806.24</td>\n",
       "      <td>-49.97</td>\n",
       "      <td>-57.27</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-1.23</td>\n",
       "      <td>280.95</td>\n",
       "      <td>99.64</td>\n",
       "      <td>-181.31</td>\n",
       "      <td>-43.32</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>3.30</td>\n",
       "      <td>143</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          Main division              Region name  Area LIA  Area 2003  \\\n",
       "Region ID                                                               \n",
       "1                  west            Dauphiné Alps    159.04      90.77   \n",
       "2                  west  Cottian & Maritime Alps     20.69       2.68   \n",
       "3                  west              Graian Alps    636.44     332.27   \n",
       "4                  west            Savoy Prealps     16.45       8.25   \n",
       "5                  west             Pennine Alps    703.03     431.00   \n",
       "6                  west             Bernese Alps    689.78     462.42   \n",
       "7                  west              Glarus Alps    107.52      53.23   \n",
       "8                  west           Lepontine Alps    182.72      52.40   \n",
       "9                  east       Rhaetian Alps West    352.62     147.96   \n",
       "10                 east       Rhaetian Alps East    470.85     207.99   \n",
       "11                 east      Rhaetian Alps South    284.48     122.53   \n",
       "12                 east         Tauern Alps West    540.64     195.52   \n",
       "13                 east  Dolomites & Carnic Alps     23.24       4.80   \n",
       "14                 east        Northeastern Alps     23.62       7.32   \n",
       "15                 west             Western Alps   2515.67    1433.02   \n",
       "16                 east             Eastern Alps   1695.45     686.12   \n",
       "17                  All                     Alps   4211.12    2119.14   \n",
       "\n",
       "           Area 2015  Relative area change (P1)  Relative area change (P3)  \\\n",
       "Region ID                                                                    \n",
       "1              64.76                     -42.93                     -59.28   \n",
       "2               1.55                     -87.03                     -92.52   \n",
       "3             267.42                     -47.79                     -57.98   \n",
       "4               4.40                     -49.84                     -73.24   \n",
       "5             387.67                     -38.69                     -44.86   \n",
       "6             389.37                     -32.96                     -43.55   \n",
       "7              41.49                     -50.50                     -61.41   \n",
       "8              39.51                     -71.32                     -78.37   \n",
       "9             118.38                     -58.04                     -66.43   \n",
       "10            185.97                     -55.83                     -60.50   \n",
       "11            100.59                     -56.93                     -64.64   \n",
       "12            194.76                     -63.83                     -63.98   \n",
       "13              4.20                     -79.35                     -81.91   \n",
       "14              6.17                     -69.00                     -73.89   \n",
       "15           1196.17                     -43.06                     -52.45   \n",
       "16            610.07                     -59.53                     -64.02   \n",
       "17           1806.24                     -49.97                     -57.27   \n",
       "\n",
       "           Relative area change rate (P1)  Relative area change rate (P2)  \\\n",
       "Region ID                                                                   \n",
       "1                                   -0.28                           -2.39   \n",
       "2                                   -0.57                           -3.53   \n",
       "3                                   -0.31                           -1.63   \n",
       "4                                   -0.33                           -3.89   \n",
       "5                                   -0.25                           -0.84   \n",
       "6                                   -0.22                           -1.32   \n",
       "7                                   -0.33                           -1.84   \n",
       "8                                   -0.47                           -2.05   \n",
       "9                                   -0.38                           -1.67   \n",
       "10                                  -0.36                           -0.88   \n",
       "11                                  -0.37                           -1.49   \n",
       "12                                  -0.42                           -0.03   \n",
       "13                                  -0.52                           -1.03   \n",
       "14                                  -0.45                           -1.32   \n",
       "15                                  -0.28                           -1.38   \n",
       "16                                  -0.39                           -0.92   \n",
       "17                                  -0.32                           -1.23   \n",
       "\n",
       "           Volume LIA  Volume 2015  Volume change (P3)  \\\n",
       "Region ID                                                \n",
       "1                7.98         1.96               -6.02   \n",
       "2                0.58         0.02               -0.56   \n",
       "3               43.35        15.76              -27.60   \n",
       "4                0.51         0.13               -0.39   \n",
       "5               50.31        21.51              -28.80   \n",
       "6               64.48        31.68              -32.80   \n",
       "7                5.91         2.46               -3.44   \n",
       "8                7.51         1.36               -6.15   \n",
       "9               18.53         5.52              -13.01   \n",
       "10              31.41         7.87              -23.53   \n",
       "11              18.06         4.90              -13.16   \n",
       "12              30.72         6.18              -24.54   \n",
       "13               0.61         0.07               -0.54   \n",
       "14               1.00         0.22               -0.78   \n",
       "15             180.63        74.88             -105.76   \n",
       "16             100.31        24.76              -75.56   \n",
       "17             280.95        99.64             -181.31   \n",
       "\n",
       "           Mean elevation change (P3)  Elevation change rate (P1)  \\\n",
       "Region ID                                                           \n",
       "1                              -40.20                       -0.24   \n",
       "2                              -30.63                       -0.15   \n",
       "3                              -44.22                       -0.25   \n",
       "4                              -22.74                       -0.14   \n",
       "5                              -41.70                       -0.24   \n",
       "6                              -46.38                       -0.26   \n",
       "7                              -30.07                       -0.15   \n",
       "8                              -33.84                       -0.18   \n",
       "9                              -37.48                       -0.19   \n",
       "10                             -50.18                       -0.29   \n",
       "11                             -46.67                       -0.28   \n",
       "12                             -45.51                       -0.28   \n",
       "13                             -26.50                       -0.15   \n",
       "14                             -32.41                       -0.21   \n",
       "15                             -42.26                       -0.24   \n",
       "16                             -44.89                       -0.26   \n",
       "17                             -43.32                       -0.25   \n",
       "\n",
       "           Elevation change rate (P3)  Elevation change rate (P2)  \\\n",
       "Region ID                                                           \n",
       "1                               -0.24                       -0.81   \n",
       "2                               -0.19                       -0.42   \n",
       "3                               -0.27                       -0.74   \n",
       "4                               -0.14                       -0.69   \n",
       "5                               -0.25                       -0.73   \n",
       "6                               -0.28                       -1.03   \n",
       "7                               -0.18                       -0.86   \n",
       "8                               -0.21                       -0.80   \n",
       "9                               -0.23                       -0.82   \n",
       "10                              -0.30                       -0.82   \n",
       "11                              -0.28                       -0.95   \n",
       "12                              -0.28                       -0.61   \n",
       "13                              -0.16                       -0.24   \n",
       "14                              -0.20                       -0.45   \n",
       "15                              -0.26                       -0.84   \n",
       "16                              -0.27                       -0.78   \n",
       "17                              -0.26                       -0.82   \n",
       "\n",
       "           Increase rate (P2/P1)  Change of median elevation (P3)  \n",
       "Region ID                                                          \n",
       "1                           3.42                              125  \n",
       "2                           2.73                               23  \n",
       "3                           2.99                              105  \n",
       "4                           5.01                               76  \n",
       "5                           3.02                              158  \n",
       "6                           3.88                              128  \n",
       "7                           5.71                               98  \n",
       "8                           4.52                              144  \n",
       "9                           4.19                              135  \n",
       "10                          2.78                               81  \n",
       "11                          3.43                              110  \n",
       "12                          2.22                              138  \n",
       "13                          1.58                               69  \n",
       "14                          2.14                               37  \n",
       "15                          3.51                              147  \n",
       "16                          2.96                              134  \n",
       "17                          3.30                              143  "
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfo = pd.read_csv('filtered_update/Area_volume_change_LIA_Alps.csv', encoding='ISO-8859-1', index_col=0, skiprows=[1])\n",
    "dfo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "670ff230-6cb1-4876-925e-97878c04085c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x550 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with sns.axes_style(\"whitegrid\"):\n",
    "    plt.figure(figsize=(12, 5.5))\n",
    "    # (_dsm.volume.sel(time=slice(1200, None)).sum(dim='rgi_id')*1e-9).plot(label='LMR v2.1');\n",
    "    # (_dsmo.volume.sel(time=slice(1200, None)).sum(dim='rgi_id')*1e-9).plot(label='LMR Online');\n",
    "    # # (_dsmb.volume.sel(time=slice(1200, None)).sum(dim='rgi_id')*1e-9).plot(label='LMR v2.1 Boosted');\n",
    "    (ds_mira_hist.volume.isel(time=slice(200, None)).sum(dim='rgi_id')*1e-9).plot(label='Mira Hist');\n",
    "    (ds_mira_nat.volume.isel(time=slice(200, None)).sum(dim='rgi_id')*1e-9).plot(label='Mira Nat');\n",
    "    plt.plot(1850, dfo.loc[17]['Volume LIA'], 'o', c='grey', label='Volume Ref. LIA');\n",
    "    plt.plot(2003, dfok.inv_volume_km3.sum(), 'x', c='k', label='Volume OGGM 2003');\n",
    "    plt.plot(2015, dfo.loc[17]['Volume 2015'], 'o', c='k', label='Volume Ref. 2015');\n",
    "    plt.xlabel(''); plt.ylabel('Total volume (km$^3$)'); plt.xlabel('Year');\n",
    "    plt.legend(loc='lower left'); plt.title('Pilot OGGM simulations - Volume');\n",
    "    plt.savefig(fname='oggm_pilot.png', bbox_inches='tight', dpi=150)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "9070e9c1-b02d-4304-a6e0-ad3ae71d91f3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x550 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with sns.axes_style(\"whitegrid\"):\n",
    "    plt.figure(figsize=(12, 5.5))\n",
    "    # (_dsm.volume.sel(time=slice(1200, None)).sum(dim='rgi_id')*1e-9).plot(label='LMR v2.1');\n",
    "    # (_dsmo.volume.sel(time=slice(1200, None)).sum(dim='rgi_id')*1e-9).plot(label='LMR Online');\n",
    "    # # (_dsmb.volume.sel(time=slice(1200, None)).sum(dim='rgi_id')*1e-9).plot(label='LMR v2.1 Boosted');\n",
    "    (ds_mira_hist_cl.volume.isel(time=slice(200, None)).sum(dim='rgi_id')*1e-9).plot(label='Mira Hist CL');\n",
    "    (ds_mira_nat_cl.volume.isel(time=slice(200, None)).sum(dim='rgi_id')*1e-9).plot(label='Mira Nat CL');\n",
    "    plt.plot(1850, dfo.loc[17]['Volume LIA'], 'o', c='grey', label='Volume Ref. LIA');\n",
    "    plt.plot(2003, dfok.inv_volume_km3.sum(), 'x', c='k', label='Volume OGGM 2003');\n",
    "    plt.plot(2015, dfo.loc[17]['Volume 2015'], 'o', c='k', label='Volume Ref. 2015');\n",
    "    plt.xlabel(''); plt.ylabel('Total volume (km$^3$)'); plt.xlabel('Year');\n",
    "    plt.legend(loc='lower left'); plt.title('Pilot OGGM simulations Centerlines - Volume');\n",
    "    plt.savefig(fname='oggm_pilot_cl.png', bbox_inches='tight', dpi=150)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "ab650333-4d9b-4056-adc8-133772811b13",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with sns.axes_style(\"whitegrid\"):\n",
    "    plt.figure(figsize=(12, 5))\n",
    "    # (_dsm.area_min_h.sel(time=slice(1200, None)).sum(dim='rgi_id')*1e-6).plot(label='LMR v2.1');\n",
    "    # (_dsmo.area_min_h.sel(time=slice(1200, None)).sum(dim='rgi_id')*1e-6).plot(label='LMR Online');\n",
    "    (ds_mira_hist.area_min_h.sel(time=slice(1200, None)).sum(dim='rgi_id')*1e-6).plot(label='Mira Hist');\n",
    "    (ds_mira_nat.area_min_h.sel(time=slice(1200, None)).sum(dim='rgi_id')*1e-6).plot(label='Mira Nat');\n",
    "    plt.plot(1850, dfo.loc[17]['Area LIA'], 'o', c='grey', label='Area Reinthaler LIA');\n",
    "    plt.plot(2003, dfo.loc[17]['Area 2003'], 'x', c='k', label='Area Reinthaler 2003');\n",
    "    plt.plot(2015, dfo.loc[17]['Area 2015'], 'o', c='k', label='Area Reinthaler 2015');\n",
    "    plt.legend(loc='lower left'); plt.title('Pilot OGGM simulations - Area');\n",
    "    plt.legend();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "8cf07697-567d-466c-af3c-d65bb32d1be0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with sns.axes_style(\"whitegrid\"):\n",
    "    plt.figure(figsize=(12, 5))\n",
    "    # (_dsm.area_min_h.sel(time=slice(1200, None)).sum(dim='rgi_id')*1e-6).plot(label='LMR v2.1');\n",
    "    # (_dsmo.area_min_h.sel(time=slice(1200, None)).sum(dim='rgi_id')*1e-6).plot(label='LMR Online');\n",
    "    (ds_mira_hist_cl.area_min_h.sel(time=slice(1200, None)).sum(dim='rgi_id')*1e-6).plot(label='Mira Hist CL');\n",
    "    (ds_mira_nat_cl.area_min_h.sel(time=slice(1200, None)).sum(dim='rgi_id')*1e-6).plot(label='Mira Nat CL');\n",
    "    plt.plot(1850, dfo.loc[17]['Area LIA'], 'o', c='grey', label='Area Reinthaler LIA');\n",
    "    plt.plot(2003, dfo.loc[17]['Area 2003'], 'x', c='k', label='Area Reinthaler 2003');\n",
    "    plt.plot(2015, dfo.loc[17]['Area 2015'], 'o', c='k', label='Area Reinthaler 2015');\n",
    "    plt.legend(loc='lower left'); plt.title('Pilot OGGM simulations Centerlines - Area');\n",
    "    plt.legend();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0e097be6-bc32-4112-a6b3-fd2f2e3eb0e1",
   "metadata": {},
   "outputs": [],
   "source": [
    "for"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "232e577f-2342-4963-aff1-2a5c95064240",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c4b5bb4a-80f4-4953-af10-1d121837b016",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7ce4c640-38bf-4d6c-a485-32d0c975447b",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f0142c31-66d6-40d7-a0f2-55db13c3cf55",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c1b53167-55bf-452b-8d95-1612b1dd58e9",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "b9a4af31-01cc-45d2-bfb6-3211b54c0eab",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with sns.axes_style(\"whitegrid\"):\n",
    "    plt.figure(figsize=(12, 5))\n",
    "    (_dsm.volume.sel(time=slice(1200, 1970)).sum(dim='rgi_id')*1e-9).plot(label='LMR v2.1');\n",
    "    (_dsmo.volume.sel(time=slice(1200, 1970)).sum(dim='rgi_id')*1e-9).plot(label='LMR Online');\n",
    "    (_dsme.volume.sel(time=slice(1600, 1970)).sum(dim='rgi_id')*1e-9).plot(label='ModE-RA');\n",
    "    # plt.plot(2003, dfok.inv_volume_km3.sum(), 'o', c='k');\n",
    "    plt.legend();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b3ad7f78-8cca-4425-87be-557ac8dd1f61",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "8bdd103f-7127-4351-94a0-61a8c7b1d01d",
   "metadata": {},
   "outputs": [],
   "source": [
    "ds_mira_hist.to_netcdf('filtered_histnat//mira_hist.nc')\n",
    "ds_mira_nat.to_netcdf('filtered_histnat/mira_nat.nc')\n",
    "# _dsmb.to_netcdf('filtered_update/lmr_v21_avg_boosted_reg11.nc')\n",
    "# _dsmbc.to_netcdf('filtered_update/lmr_mira_bc_reg11.nc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "aa256104-68ce-4883-acae-128b567e608d",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5df116f9-a58a-4744-9aeb-cfdb55fddc0c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for ens in range(0, 20):\n",
    "    with xr.open_dataset(f'output/lmr_v21_ens/lmr_v21_ens{ens}_hist_reg11.nc') as dsh:\n",
    "        with xr.open_dataset(f'output/lmr_v21_ens/lmr_v21_ens{ens}_reg11.nc') as dse:\n",
    "            ds = xr.concat([dse.sel(rgi_id=valid_ids).isel(time=slice(None, -1)), dsh.sel(rgi_id=valid_ids)], dim='time')\n",
    "            ds.to_netcdf(f'filtered_update/ensemble_members/lmr_v21_ens{ens}_reg11.nc')\n",
    "\n",
    "            ds.volume.sum(dim='rgi_id').plot(c='k', alpha=0.3);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6023dae4-1f83-45e7-9754-bb86785a41f5",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "34dcfee4-cea5-48ed-a494-98cf4c4869a0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "for ens in range(0, 20):\n",
    "\n",
    "    with xr.open_dataset(f'output/lmr_v21_ens{ens}_reg11.nc') as ds:\n",
    "        dsm = ds.load()\n",
    "    with xr.open_dataset(f'output/lmr_v21_ens{ens}_hist_reg11.nc') as ds:\n",
    "        dsh = ds.load()\n",
    "    dsm.isel(rgi_id=1).volume.plot(c='k', alpha=0.3);\n",
    "    dsh.isel(rgi_id=1).volume.plot(c='k', alpha=0.3);\n",
    "\n",
    "\n",
    "with xr.open_dataset('output/lmr_v21_avg_reg11.nc') as ds:\n",
    "    dsm = ds.load()\n",
    "with xr.open_dataset('output/lmr_v21_avg_hist_reg11.nc') as ds:\n",
    "    dsh = ds.load()\n",
    "dsm.isel(rgi_id=1).volume.plot(c='r');\n",
    "dsh.isel(rgi_id=1).volume.plot(c='r');"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bb48c794-4b34-48dc-a89d-54c8af138790",
   "metadata": {},
   "source": [
    "## ModERA "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8fd23749-2d35-4acf-af69-8502388d200d",
   "metadata": {},
   "outputs": [],
   "source": [
    "with xr.open_dataset('work/out/modera_avg_reg11.nc') as ds:\n",
    "    dsm = ds.load()\n",
    "\n",
    "with xr.open_dataset('work/out/modera_avg_hist_reg11.nc') as ds:\n",
    "    dsh = ds.load()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "e6c70ed0-5731-417e-9a14-1a0862749282",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dsm.isel(rgi_id=1).volume.plot();\n",
    "dsh.isel(rgi_id=1).volume.plot();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "527e7e3d-cba5-4b08-b4af-49ddf9645c02",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "oggm_env",
   "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": "3.13.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
