diff --git a/docs/notebooks/Model_tides.ipynb b/docs/notebooks/Model_tides.ipynb index fae2150..bcdcf2a 100644 --- a/docs/notebooks/Model_tides.ipynb +++ b/docs/notebooks/Model_tides.ipynb @@ -283,7 +283,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 3/3 [00:00<00:00, 8.09it/s]\n" + "100%|██████████| 3/3 [00:00<00:00, 14.31it/s]\n" ] }, { @@ -476,7 +476,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 2/2 [00:00<00:00, 8.07it/s]\n" + "100%|██████████| 2/2 [00:00<00:00, 9.56it/s]\n" ] }, { @@ -680,7 +680,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 2/2 [00:00<00:00, 5.45it/s]\n" + "100%|██████████| 2/2 [00:00<00:00, 15.07it/s]\n" ] }, { @@ -780,7 +780,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 6/6 [00:00<00:00, 9.53it/s]\n" + "100%|██████████| 6/6 [00:00<00:00, 13.83it/s]\n" ] }, { @@ -966,7 +966,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 6/6 [00:00<00:00, 10.86it/s]\n" + "100%|██████████| 6/6 [00:00<00:00, 16.92it/s]\n" ] }, { @@ -1098,7 +1098,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.1" + "version": "3.12.0" } }, "nbformat": 4, diff --git a/docs/notebooks/Satellite_data.ipynb b/docs/notebooks/Satellite_data.ipynb index a48cdf1..5f94305 100644 --- a/docs/notebooks/Satellite_data.ipynb +++ b/docs/notebooks/Satellite_data.ipynb @@ -88,7 +88,7 @@ " <meta name="viewport" content="width=device-width,\n", " initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />\n", " <style>\n", - " #map_df2104e3aca95e50de90456e58b7ca2c {\n", + " #map_622e61e4221357390f1deb833483f171 {\n", " position: relative;\n", " width: 100.0%;\n", " height: 100.0%;\n", @@ -115,14 +115,14 @@ "<body>\n", " \n", " \n", - " <div class="folium-map" id="map_df2104e3aca95e50de90456e58b7ca2c" ></div>\n", + " <div class="folium-map" id="map_622e61e4221357390f1deb833483f171" 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zqke2xiT6ncZC2jl3QK8NWZUbSNvLCt7Xm9zuHOdloLZHEOW7rCdd6YlVRbgi0JxCrDSVgOtM6Zm aWrCRigHIHEF951o+V8qhZKg65TlNc+xMVyppasmKl1QwG7O1iW8mKSDlNalNxoqJSJ0XufLowHb ToSPnq35udLowgAAAHJJREFU+vl7vLl9zdvrLc45OhxTKcylsuBMzqTep4FsYwIVrvkevwt2BIuO drSjHe1oRzva0Y52tKP9Ru0H//bjI3B8tKMd7f+q/fXf/4NfE2j9288qOtrRjna0ox3taEc72tGO drSjHe1oRzva0b5g/wN/jIh67sNb0wAAAABJRU5ErkJggg== ",\n", " [[-17.928568471721146, 122.11813530358292], [-18.25160251786694, 122.43155750621222]],\n", " {}\n", " );\n", " \n", " \n", - " image_overlay_a338a31d40152dfbd83a2275d353a112.addTo(map_df2104e3aca95e50de90456e58b7ca2c);\n", + " image_overlay_91942fdb4e29700cb170fce174562f44.addTo(map_622e61e4221357390f1deb833483f171);\n", " \n", " \n", - " map_df2104e3aca95e50de90456e58b7ca2c.fitBounds(\n", + " map_622e61e4221357390f1deb833483f171.fitBounds(\n", " [[-17.92881248784194, 122.11999438218702], [-18.25127695672827, 122.43025025957971]],\n", " {}\n", " );\n", " \n", " \n", - " var layer_control_e03bae6da249575fd273f0606892898b_layers = {\n", + " var layer_control_5da45e7f8d54cc29afba5c5681106a39_layers = {\n", " base_layers : {\n", - " "openstreetmap" : tile_layer_8ba5703232f677db52084474c8e9dd9e,\n", + " "openstreetmap" : tile_layer_1ea7980a500d27553bab5b53549b429c,\n", " },\n", " overlays : {\n", - " "ro_rgba-d20abe9d6bc7d3b0cad48cb5a3f494d8-a4e05ddab41a609e89e53ebcd5f69f2d" : image_overlay_a338a31d40152dfbd83a2275d353a112,\n", + " "ro_rgba-d20abe9d6bc7d3b0cad48cb5a3f494d8-a4e05ddab41a609e89e53ebcd5f69f2d" : image_overlay_91942fdb4e29700cb170fce174562f44,\n", " },\n", " };\n", - " let layer_control_e03bae6da249575fd273f0606892898b = L.control.layers(\n", - " layer_control_e03bae6da249575fd273f0606892898b_layers.base_layers,\n", - " layer_control_e03bae6da249575fd273f0606892898b_layers.overlays,\n", + " let layer_control_5da45e7f8d54cc29afba5c5681106a39 = L.control.layers(\n", + " layer_control_5da45e7f8d54cc29afba5c5681106a39_layers.base_layers,\n", + " layer_control_5da45e7f8d54cc29afba5c5681106a39_layers.overlays,\n", " {"autoZIndex": true, "collapsed": true, "position": "topright"}\n", - " ).addTo(map_df2104e3aca95e50de90456e58b7ca2c);\n", + " ).addTo(map_622e61e4221357390f1deb833483f171);\n", "\n", " \n", "</script>\n", "</html>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen>" ], "text/plain": [ - "" + "" ] }, "execution_count": 1, @@ -262,7 +262,8 @@ " 0.6212255 , 1.6580964 , 0.71566176, -0.03352479, 1.0641807 ],\n", " dtype=float32)\n", "Coordinates:\n", - " * time (time) datetime64[ns] 360B 2024-01-07T01:55:31.679580 ... 2024-1...\n" + " * time (time) datetime64[ns] 360B 2024-01-07T01:55:31.679580 ... 202...\n", + " tide_model \n", " nbart_green (time, y, x) float32 234MB dask.array\n", @@ -343,7 +345,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 4, @@ -352,7 +354,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -383,7 +385,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -467,7 +469,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 5/5 [00:00<00:00, 8.80it/s]\n" + "100%|██████████| 5/5 [00:00<00:00, 10.43it/s]\n" ] }, { @@ -557,7 +559,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -621,7 +623,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 9, @@ -762,7 +764,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 5/5 [00:00<00:00, 9.61it/s]\n" + "100%|██████████| 5/5 [00:00<00:00, 12.35it/s]\n" ] }, { @@ -776,7 +778,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 13, @@ -832,7 +834,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 5/5 [00:00<00:00, 12.77it/s]\n" + "100%|██████████| 5/5 [00:00<00:00, 13.36it/s]\n" ] }, { @@ -845,7 +847,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 14, diff --git a/docs/notebooks/Tide_statistics.ipynb b/docs/notebooks/Tide_statistics.ipynb index 4d1b3cd..f3d7710 100644 --- a/docs/notebooks/Tide_statistics.ipynb +++ b/docs/notebooks/Tide_statistics.ipynb @@ -138,12 +138,12 @@ "Modelling tides using EOT20\n", "\n", "\n", - "🌊 Modelled astronomical tide range: 9.80 metres.\n", + "🌊 Modelled astronomical tide range: 9.30 metres.\n", "🛰️ Observed tide range: 6.29 metres.\n", "\n", - "🔴 64% of the modelled astronomical tide range was observed at this location.\n", - "🟢 The highest 10% (0.93 metres) of the tide range was never observed.\n", - "🔴 The lowest 26% (2.59 metres) of the tide range was never observed.\n", + "🔴 68% of the modelled astronomical tide range was observed at this location.\n", + "🟢 The highest 8% (0.77 metres) of the tide range was never observed.\n", + "🔴 The lowest 24% (2.25 metres) of the tide range was never observed.\n", "\n", "🌊 Mean modelled astronomical tide height: -0.00 metres.\n", "🛰️ Mean observed tide height: 0.69 metres.\n", @@ -153,7 +153,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -207,14 +207,14 @@ "obs_mean 0.691\n", "all_mean -0.000\n", "lot -2.355\n", - "lat -4.940\n", + "lat -4.604\n", "hot 3.930\n", - "hat 4.864\n", + "hat 4.696\n", "otr 6.285\n", - "tr 9.804\n", - "spread 0.641\n", - "offset_low 0.264\n", - "offset_high 0.095\n", + "tr 9.300\n", + "spread 0.676\n", + "offset_low 0.242\n", + "offset_high 0.082\n", "dtype: float64" ] }, @@ -324,7 +324,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -353,7 +353,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -404,17 +404,23 @@ "name": "stdout", "output_type": "stream", "text": [ - "Using tide modelling location: 122.21, -18.00\n", + "Using tide modelling location: 122.21, -18.00\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ "Modelling tides using EOT20\n", "Modelling tides using EOT20\n", "\n", "\n", - "🌊 Modelled astronomical tide range: 9.80 metres.\n", + "🌊 Modelled astronomical tide range: 9.30 metres.\n", "🛰️ Observed tide range: 8.32 metres.\n", "\n", - "🟡 85% of the modelled astronomical tide range was observed at this location.\n", - "🟢 The highest 10% (0.93 metres) of the tide range was never observed.\n", - "🟢 The lowest 6% (0.55 metres) of the tide range was never observed.\n", + "🟡 89% of the modelled astronomical tide range was observed at this location.\n", + "🟢 The highest 8% (0.77 metres) of the tide range was never observed.\n", + "🟢 The lowest 2% (0.22 metres) of the tide range was never observed.\n", "\n", "🌊 Mean modelled astronomical tide height: -0.00 metres.\n", "🛰️ Mean observed tide height: 0.10 metres.\n", @@ -424,7 +430,7 @@ }, { "data": { - "image/png": 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", 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VVThz5gz69Olj9H7v3r0BAIWFhSafLSwsRNeuXe1SXd62bRuWLl2KH3/8EREREXj++eexefNmXLhwQbDx8Nxzz2H37t1YsWIFpkyZgsDAQHh4eGDhwoV2C0z95z//wdKlS3H//ffj5ZdfRs+ePeHl5YXNmzcjPT3drnO2pvU40bd11apVmD17ttnPtN6k4YvU4zc8PByPPPIIvv32WxPj09YYa82+ffsQGBiIu+++m/f19ZtcFRUVzPhkMBhtDmZ8MhgM0RBilIWGhnJeTUOSk5ON/j1o0CAAQM+ePUX3iAglNDQUOp0OqampRuIvxcXFqKqq4lQ99f9NTU3FwIEDueNKS0tRWVlpdM5Bgwahrq5O1O+mN8JssXv3bhMFYnsICwtDWFgYDh06hB07dpgNv/36668BQNAi3ZCmpibcc889SElJwYkTJ8wasX379kWPHj1w6dIlk/ccFd4ZPXo0Ro8ejddeew3nzp3D1KlTsXPnTrz11lvcMebGc0pKCvz9/TnP9g8//IAlS5Zg27ZtRt/NUHkVEHYv/fDDDxg4cCAOHDhg9Ll169bxPodQ9OPa29tb9PtS6vHb3NzMRTQYwmeMGVJYWIiTJ09i6dKlgjY1MjIyAFgWY2MwGAx3hhmfDAZDNDp06AAAJgtpc8ydOxfbt29HZGQkl/dZWlqKffv2GR03e/ZsdOrUCZs2bcKMGTOMcjX1n3HWIm7u3Ll49dVXsX37duzatYt7/f333wcALofrzjvvhLe3Nz766CPMmjWLMwjMKdf+7W9/w/r16/Hrr7+aeJCqqqrQsWNHwd5dsXPm+PDGG29g8eLFWL58Ob7++msjL3J0dDTeeecdjBo1CgsWLBB8bq1Wi4ceegjnz5/Hjz/+iClTplg8dsGCBfjqq6+Qm5vLeZh+++03pKSkYOXKlYKvXVNTA39/f6PfYPTo0fD09DQJ7z1//jxiYmIwfvx4AEBubi5+/PFHzJkzh+sPLy8vE0/6Rx99BK1Wa/SakHtJf24i4sbaxYsXcf78eZMQc7Ho2bMnpk+fjl27duG5554zMRgduS/FGr9VVVXo0KGDyZzx+eefA4CRKrKQMabn22+/hU6nsxhya64P8vPz8eWXX2LMmDG8jWwGg8FwJ5jxyWAwREMvtrJ27VosXLgQ3t7euOeee7iFtCH//Oc/sXfvXsyZMwcvvPACV2olNDTUKHyzU6dO+OSTT/DII49g/PjxWLhwIXr06IGcnBwcOXIE/fv3x6FDh1BZWcm7iP3TTz+NvLw8rFixAgDw2GOP8frc2LFjsWTJEnz66aeoqqrCtGnTEBkZia+++gohISHYsWMHZsyYgR49emDVqlXYvHkz7r77bsydOxeXL1/G0aNHuRI0er788ksEBwfj7rvvxtKlS3HjjTeivr6eq4mZlZWFHj16GJVxsYXYnqiUlBT85z//MXm9V69emDlzJgBg0aJFiIqKwo4dO5CQkIBFixahS5cuiImJwZdffolu3brhhx9+MDEE+PDSSy/hp59+wj333IOKigqTtixevJj7/1dffRX/+9//MGPGDLzwwguoq6vDu+++i9GjR5v8zvoSPYY1Nlvz+++/49lnn8WDDz6IsLAwaDQa7N27F15eXiaG9KhRozB79myjUitAS6kNPXfffTf27t2L2tpa7N+/Hw8//DDOnDmDbt26GZ3rhhtugJeXF9555x1UV1fD19cXt99+u9mc2bvvvhsHDhzA7NmzceLECTz22GM4ePAgRowYYVNYxxH+9a9/4ZZbbsHo0aPx5JNPYuDAgSguLsb58+eRl5eHq1ev2nVescbvqVOn8Pzzz+OBBx7AkCFDoFKpcObMGRw4cAATJkwwGjdCxpieffv2oU+fPkY1Vw355z//ifT0dNxxxx3o06cPsrKysGvXLtTX12PHjh1Gx2ZnZ2Pv3r0AwHnuly1bhi+//BKffPIJli9f7khXcGRlZWHAgAG4fPmyKCV4GAwGQzCyau0yGAy3Y+PGjdS3b1/y9PTkShv84x//MCm18vTTTxMA6tWrF/n5+VHfvn1p48aN9MUXX5gt13Ly5EmaPXs2BQYGkp+fHw0aNIiWLl1KO3fuJAAmZQ7MoS+10qNHD6OyIPp2RkVFGR2/bt06AkClpaXca2q1mjZs2EADBgwgb29vCgkJoTVr1tDixYvpvvvu447TarW0YcMG6t27N7Vv356GDh1KAQEBJv1QUlJCxcXFtGbNGho8eDD5+PhQ9+7d6eabb6b33nuPVCoVAaCDBw8KLpMhBrBS6sJcaZRDhw7RzJkzqUuXLuTr60uDBw+ml156yagPzWGt1Mq0adOstqM18fHxNGvWLPL396fOnTvTokWLqKioyOS47t2704033kjLly+nkJAQ8vHxoV69etGsWbPo7NmzRESUkZFBjz/+OA0aNIj8/Pyoa9euNGPGDDpx4oRJPz3zzDP0n//8h4YMGUK+vr40btw4OnnyJE2bNo1eeOEFImopgfLYY49Rt27dyN/fn2bNmkVJSUkm44KI6LPPPqOBAweSl5eXUdmV1qVWdDodbdq0ifr27cuVEjl8+DAtWbLEqFSQvp1jx46lUaNGkZeXl9GYNYetMinp6en06KOPUlBQEHl7e1Pfvn3p7rvvph9++IH3OaQiLS2NHn30URo4cCC1b9+e/Pz8aOTIkbRu3Tqqq6szOtbWGGs9RqZOnUoA6MUXX7R4/W+++YZuu+026tGjB7Vr1466d+9O8+fPp+joaJNjx44da/Hat912m2h9ov8tLl++bPGYkydP0r333ktBQUHk7+9PY8eOpf/85z+itYHBYLRtmPHJYDAkY8mSJRQSEkKBgYFG9Q0bGxupc+fO1K9fP5MFt1D0BiUf41NPaGioifF58OBBh9qxZMkSqwv53bt3U2BgoF3nFqN9rsD+/ftpzJgx5OfnR2PGjKH9+/dLdq1r164RABo5ciRNnjyZfv/9d8rKyqKLFy/Spk2b6McffxR0Pr3xaQ5D41NK+BgWdXV1tHz5cvr0009p9uzZNo1PJXL8+HEaPnw4HT9+3CnXu/XWW0UZI9ZQ0hh5++236bXXXqM///yT0tLSaPv27eTp6Uk///yz5O1jMBjuDzM+GQwXRa3RyvInBL1BNmrUKKOd83379tGYMWPovvvuMzI+m5qa6LnnnqMePXqQr68vTZ06lSIjI43OeeTIERoyZAj5+fnR9OnTaffu3SbG55kzZ+iWW24hPz8/Cg4Opueee87I02HL+MzJyaEHH3yQAgMDqUuXLnTvvfcaeWI1Gg2tXLmSAgMDqWvXrvTyyy/To48+anEhrzeQDf/0HszWbUlJSaFbb72VfH19afjw4RQRESG4fSdPnqSJEyeSv78/BQYG0s0330xZWVlm26YU9u/fTwDIw8PD6L9SGaAff/wxTZw4kQDQqVOnLB5XWVlJy5Yto+7du1NAQADNmDGDrly5wr2/bt06zmsVEBBAnTp1ooceeohqamqIqOUeaP3bZ2Zmmmya6Dcnjh07RsOGDaMOHTrQ7NmzqaCgwKg9n332GQ0bNox8fX1p6NCh9K9//Yt7j49hYYitDRMlotPpuN9t4sSJpNPpJL1eZWWlaGPk66+/ptDQUJcaI3rmzp1Ljz32mKDPMBgMhjlYzieD4YJotDp8fylPlmv/bUIw2nl5CvrM448/jt27d3PCHF9++SUee+wxnDp1yui4f/7zn9i/fz+++uorhIaGYuvWrZg9ezbS0tLQtWtX5ObmIjw8HM888wyeeuopXLp0CS+99BKAFsXZpqYmZGVlYfbs2XjllVfwzjvvoLy8HK+++iqWL1/O5VRZQ61WY/bs2ZgyZQrOnDmDdu3a4a233sKcOXMQGxsLHx8fbNu2DXv27MGXX36J4cOHY9u2bTh48KDFWqQ333wztm/fjjfeeINT8+3YsaPJcTqdDuHh4ejVqxcuXryI6upqLi+Vb/s8PT1x//3348knn8R///tfqFQqREZGiloeRgo2bNgADw8PToyH/hLPefPNNxEeHi769Z555hn84x//QJcuXXDo0CHcdNNNZhVLH3zwQbRv3x5Hjx5FYGAgdu3ahTvuuAMpKSno2rUrAHDlTObNm4enn34af/vb37Blyxa8/fbb2LFjB1JSUjBq1Ci8+eabAFpUTs3lmTY0NOC9997D3r174enpicWLF2PVqlWcCNe+ffvwxhtv4OOPP8a4ceNw+fJlPPnkk+jQoQOWLFki6PtrtVo0NjaiqanJYmmTjh07mh2nchIREYGoqCgAQFRUFCIiIiyWehEDfR+IMUYOHTqEw4cPo7Ky0iXGiCHV1dVGCt8MBoNhN3JbvwwGQzhqjZb2XciW5U+I91PvWSkpKSFfX1/KysqirKws8vPzo9LSUiPPZ11dHXl7e9O+ffu4z6tUKurTpw9t3bqViIjWrFlDI0aMMLrGK6+8YjVXS//n4eFBjY2NRGTd87l3714aOnSokUelubmZ2rdvT7/++isREfXu3ZtrE1FLHmhwcLBdYbeGbfn111+pXbt2lJ+fz71/9OhRQe0rLy+36alRIn5+fmZ/Nz8/P0mv+8MPP1CXLl3Iz8+Pbr75ZlqzZg1dvXqViFo86J06daKmpiajzwwaNIh27dpFRC1eLX9/f6Ow25dffpkmT57MHW8upNKcVwsApaWlccf861//ol69ehld95tvvjE6z8aNG2nKlClEJMyrpT/W2p+z84ttofd66nNgvby8nOL9FGuM6D2dRK4xRvR899135OPjQ/Hx8bw/w2AwGJZgnk8GwwVp5+WJv02Qpzi5UK8n0LKLP2/ePOzZswdEhHnz5pmovqanp0OtVmPq1Knca97e3pg0aRISExMBAImJiZg8ebLR5/QlEQ4ePIiOHTvimWeeQWZmplGpD6Clhl9mZqbN3furV68iLS3NpFZlU1MT0tPTUV1djcLCQqN2tGvXDhMmTDApoSGUxMREhISEGBW2b13ywVb7Zs2ahaVLl2L27NmYOXMm7rzzTvztb39TfFmHsLAwxMXFGfWhh4cHhg4dKul1FyxYgHnz5uHMmTO4cOECjh49iq1bt+Lzzz9HfX096urqTJRoGxsbOW8n0KKae+3aNe7fvXv3RklJieC2+Pv7c3VtW5+nvr4e6enpWLZsGZ588knuGI1Gg8DAQLPnGzlyJLKzswEAt956K44ePcq9FxQUhJkzZ6K+vt5IjdcQwxq1SsDQ6wm0eG+d4f0Ua4wY3rOuMEYA4OTJk3jsscfw2WefiVqaicFgtF2Y8clguCj2GIFy8vjjj+PZZ58F0FKiQWymT5+Ozp07w9PTE8uXL8fzzz9vcgyfmod1dXW48cYbTeqNAsooCs+nfbt378bzzz+PY8eO4bvvvsNrr72G48eP46abbnJ2c3mzbt06LFiwgAu91f933bp1kl/bz88PM2fOxMyZM/H666/jiSeewLp16/D000+jd+/eJuHhAIzK+rQuH+Ph4QGdTie4HebOozfG9SVTPvvsM5MNmNYbLXp++eUXqNVqAED79u2N3vPz80OfPn1QVVUlemkeKSAivP766/D09DTqW09PT7z++utG9XSloC2OkT/++AP33HMPPvjgAzz66KOC28pgMBjmYMYng8FwCnPmzIFKpYKHh4dZL8WgQYPg4+ODP//8E6GhoQBa8hujoqK4vMfhw4fjp59+MvrchQsXjP49fvx4JCQkYPDgwXa1c/z48fjuu+/Qs2dPdOrUyewxvXv3xsWLF3HbbbcBaPEsREdHY/z48RbP6+PjA61Wa/Xaw4cPR25uLgoLCzlPpbnvZ6t9ADBu3DiMGzcOa9aswZQpU/DNN98o2vgMDw/H/v378eabbyI5ORlDhw7FunXrMH/+fKe3ZcSIETh06BDGjx+PoqIitGvXjqsJag98fntb9OrVC3369EFGRgaXO20L/X3kDqhUKuTk5JgYbDqdDrm5uVCpVGbzMaXC3cfIqVOncPfdd+Odd97BU0895VC7GAwGw5A2ZXxOmDABRUVFCAoK4oo4MxgM5+Dl5cWFz5rbhe/QoQP+7//+Dy+//DK6du2Kfv36YevWrWhoaMCyZcsAAMuXL8e2bdvw8ssv44knnkB0dDT27NljdJ5XXnkFN910E5599lk88cQT6NChAxISEnD8+HF8/PHHNtu5aNEivPvuu7jvvvvw5ptvIjg4GNnZ2Thw4AD++c9/Ijg4GC+88AK2bNmCIUOGYNiwYXj//fdRVVVl9bz9+/dHXV0dfvvtN4wdOxb+/v7w9/c3OubOO+9EWFgYlixZgnfffRc1NTVYu3atoPap1Wp8+umnuPfee9GnTx8kJycjNTXVJTwX4eHhkogLWaK8vBwPPvggHn/8cYwZMwYBAQG4dOkStm7divvuuw933nknpkyZgvvvvx9bt25FWFgYCgoKcOTIEcyfPx8TJkzgdZ3+/fvj4sWLyMrKQseOHTkRGqFs2LABzz//PAIDAzFnzhw0Nzfj0qVLqKysxIsvvsj7PAkJCVCpVKioqEBtbS2uXLkCALjhhhvsapcz8PX1RVRUFEpLS03e69mzp2SGZ1scIydPnsTdd9+NF154AQsWLOAEqXx8fOxuF4PBYOhpU8ZnUVER8vPz5W4Gg9FmseapA4AtW7ZAp9PhkUceQW1tLSZMmIBff/0VXbp0AdASNrt//36sXLkSH330ESZNmoRNmzbh8ccf584xZswY/PHHH1i7di1uvfVWEBEGDRqEhx56iFcb/f39cfr0abzyyisIDw9HbW0t+vbtizvuuINr/0svvYTCwkIsWbIEnp6eePzxxzF//nxUV1dbPO/NN9+M5cuX46GHHkJ5eTnWrVuH9evXGx3j6emJgwcPYtmyZZg0aRL69++PDz/8EHPmzOHdvsbGRiQlJeGrr75CeXk5evfuzSm7Mozp2LEjJk+ejA8++IDLOQ4JCcGTTz6JV199FR4eHvjll1+wdu1aPPbYYygtLUVQUBBuu+029OrVi/d1Vq1ahSVLlmDEiBFobGxEZmamXe194okn4O/vj3fffRcvv/wyOnTogNGjR5soItti7ty5XJ4f0OIlB+BwzrLUhISEICQkxKnXbItj5KuvvkJDQwM2b96MzZs3c69PmzbNbHgxg8FgCMGDlP60EZHg4GDk5+ejb9++yMuTp0wFg8FgMBgMBoPBYLRFXEuxhMFgMBgMBoPBYDAYLgkzPhkMBoPBYDAYDAaDITnM+GQwGAwGg8FgMBgMhuQw45PBYDAYDAaDwWAwGJLDjE8Gg8FgMBgMBoPBYEgOMz4ZDAaDwWAwGAwGgyE5zPhkMBgMBoPBYDAYDIbkMOOTwWAwGAwGg8FgMBiSw4xPBoPBYDAYDAaDwWBIDjM+GQwGg8FgMBgMBoMhOcz4ZDAYDAaDwWAwGAyG5DDjk8FgMBgMBoPBYDAYksOMTwaDwWAwGAwGg8FgSA4zPhkMBoPBYDAYDAaDITnM+GQwGAwGg8FgMBgMhuS0SeNTrVZz/5+QkIDc3FwAQFNTE2JiYlBbWwsAKC4uxtWrV7ljk5OTkZ2dzZ0jJiYG1dXVAIDS0lJcvnyZOzY1NRWZmZkAAK1Wi5iYGFRWVgIAysvLERMTAyICAKSnpyM9PR0AQESIiYlBeXk5AKCyshIxMTHQarUAgMzMTKSmpnLXuXz5MkpLSwEA1dXViImJ4b5fdnY2kpOTuWOvXr2K4uJiAEBtbS1iYmLQ1NTU0obMbHz20x9ILmr57nFxcSgsLAQA1NfXIyYmBo2NjQCA/Px8XLt2jTvvtWvXkJeXBwBobGxETEwM6urqAACFhYWIjY3ljk1MTEROTg4AoLm5GTExMaipqeH6+8qVK0b9nZWVZdTfVVVVXH/HxMQY9XdGRoZRf1dUVAAAKioqEBMTA51OBwDIyMhAWloa99mYmBiUlZUZ9bdGo+H6OyUlhTv2ypUrKCkpAQDU1NQgJiYGKpUKAJCTk4OkpCTu2NjYWBQVFQEA6urqjPo7Ly8PCQkJ3LHx8fEoKCgAADQ0NCAmJgYNDQ0AgIKCAsTHx3PHJiQkcP2tH7P6/i4qKjLq76SkJK6/VSqVUX+XlJQY9XdKSgo3ZjUajdGYLSsrM+rvtLQ0rr91Op3Z/taP2YyMDKMxGxMTw43ZqqoqozGblZVlNGavXLnCjVl9fzc3N3P9nZiYaNTf+jGr72/9mM3LyzMZs/n5+QCuj9n6+noALWM2Li7OqL/ZHAHk5uYajVk2R7A5gs0R1/ubzRFsjmBzhOvPEQwnQW2Ivn37EgDy9PTkXhs9ejQ999xzRESUmppKAOjkyZNERLR161bq0qULd+xNN91Ey5YtIyKigoICAkCHDx8mIqKPP/6YfHx8uGPvuOMOWrhwIRERVVdXEwD6/vvviYho9+7dBIDUajUREd1zzz10zz33EBGRWq0mALR7924iIvr+++8JAFVXVxMR0cKFC+mOO+7gruPj40Mff/wxEREdPnyYAFBBQQERES1btoxuuukm7tguXbrQ1q1biYjo5MmTBIBSU1OJiOjhx56ikEHDaN+FbK6v1q1bR0REkZGRBICuXr1KRESrV6+mQYMGcecNCwujVatWERFRfHw8AaBz584REdHGjRspKCiIO3bcuHH09NNPExFRZmYmAaDjx48TEdG2bdsoICCAO3bq1Km0ZMkSIiIqKSkhAPTjjz8SEdHOnTvJy8uLO3bWrFn0wAMPEBFRXV0dAaBvvvmGiIj27t1LAKipqYmIiObPn09z587lPguAPvvsMyIi2r9/PwGg8vJyIiJatGgRTZs2jTvW39+fduzYQUREx44dIwCUm5tLRERPPfUUTZgwgTu2e/futGnTJiIiOnPmDAGgpKQkIiJauXIljRgxgjs2NDSU1q5dS0RE0dHRBICio6OJiGjt2rUUGhrKHTtixAhauXIlERElJSURADpz5gwREW3atIm6d+/OHTthwgR66qmniIgoNzeXANCxY8eIiGjHjh3k7+/PHTtt2jRatGgRERGVl5cTANq/fz8REX322WdkOF3MnTuX5s+fT0RETU1NBID27t1LRETffPMNAaC6ujoiInrggQdo1qxZ3Ge9vLxo586dRET0448/EgAqKSkhIqIlS5bQ1KlTuWMDAgJo27ZtRER0/PhxAkCZmZlERPT000/TuHHjuGODgoJo48aNRER07tw5AkDx8fFERLRq1SoKCwvjjh00aBCtXr2aiIiuXr1KACgyMpKIiNatW0d9+/bljmVzRMsc8dxzz9Ho0aO5Y9kcweYINke0wOYINkewOaIFV58jGM6hTRqfPXv25F67du0a5eTkEBFRY2MjRUdHU01NDRERFRUV0ZUrV7hjk5KSKCsri4iIVCoVRUdHU1VVFRG1TGoxMTHcsSkpKZSRkUFERBqNhqKjo6miooKIiMrKyig6Opp0Oh0REaWlpVFaWhoREel0OoqOjqaysjIiIqqoqKDo6GjSaDRERJSRkUEpKSncdWJiYrgbrqqqiqKjo0mlUhERUVZWFjdJERFduXKFioqKiIiopqaGoqOjqbGxkYiIjpyPpXf+e5wzPmNjY7mHT11dHUVHR1NDQwMREeXl5XEPbKKWB4V+4mxoaKDo6Giqra0lopaHq/5hQ0SUkJBA2dkt12hqaqLo6GjugVhUVESXL1826m/9BKHv78rKSq6/9ZOqvr/T09ON+ls/8ZeXl1N0dDRptVoiIkpPT+celkQtk3RpaalRf+sf6BkZGZScnMwde/nyZSouLiailsVAdHQ0NTc3ExFRdnY2JSYmcsdevXqVCgsLiYiotrbWqL9zc3Pp2rVr3LFxcXGUn59PRET19fUUHR1N9fX1RESUn59PcXFx3LHXrl3j+ls/ZvX9XVhYaNTfiYmJXH83Nzcb9XdxcbFRfycnJ3NjVq1WG43Z0tJSo/5OTU3l+lur1Zrtb/2YTU9PNxqz0dHR3JitrKw0GrOZmZlGY/by5cvcmNX3t/7hn52dTQkJCUb9rR+z+v7Wj9nc3FyTMZuXl0dE18es/iFXUFBAsbGxRv3N5giinJwcozHL5gg2R7A54np/szmCzRFizRHXriWQVtvyu7I5wrlzhCOEhobSBx98wPt4/caJYf/Zy7p162js2LFWj1myZAndd999Dl9LDDyI/orZaAMEBwcjPz8fffv25cINGC3E5FQiqbAlTOjvk/vJ3BoGg8FgMBiMtsePV/Kh1hLCx/WFp6eH3M1p02RlZWHAgAG4fPkybrjhBqP3pk+fjhtuuAHbt28H0BLG3aFDB/j7+zt8bmt4eHjg4MGDuP/++7nX6urq0NzcjG7duln83NKlS1FVVYVDhw7xvpZUtJO7AQwGg8FgMBgMRltHpyPUN7fkOdapNOjk5y1zixh86dGjh2zX7tixIzp27Cjb9YXSJgWHGAwGg8FgMBgMBkMM+vfvz3lBgRahpltuuQV+fn4YMWIETpw4AQ8PDxPPY0ZGBmbMmAF/f3+MHTsW58+ft3oNAJg/fz48PDy4f69fv97Ie6rVavHiiy+ic+fO6NatG/75z3+idaCrTqfD5s2bMWDAALRv3x5jx47FDz/84EgX8IYZnwwGg8FgMBgMBoMhAlqtFvfffz/8/f1x8eJFfPrpp1i7dq3ZY9euXYtVq1bhypUrCAsLw8MPP8wpJbcmKioKALB7924UFhZy/27Ntm3bsGfPHnz55Zc4e/YsKioqcPDgQaNjNm/ejK+//ho7d+7EtWvXsHLlSixevBh//PGHA9+cHyzslsFgMBgMBoPBYDDMcPPNN8PT09hf19jYaDFX8/jx40hPT8epU6cQFBQEAHj77bcxc+ZMk2NXrVqFefPmAQA2bNiAkSNHIi0tDcOGDTM5Vh/a27lzZ+685ti+fTvWrFmD8PBwAMDOnTvx66+/cu83Nzdj06ZNOHHiBKZMmQIAGDhwIM6ePYtdu3Zh2rRpFs8tBsz4dFGICKkldejR0RddOvjI3RwGg8FgMBgCicysQHFNE+4aFYR2XuIEo6WV1KFT+3boGeAnyvkYjLbOd999h+HDhxu9tmjRIovHJycnIyQkxMhAnDRpktljx4wZw/1/7969AbTUTzVnfPKhuroahYWFmDx5Mvdau3btMGHCBC70Ni0tDQ0NDSbGsEqlwrhx4+y6rhCY8emipJfW41JWS+Fepk7LYDAYDIbrkVZSBwDIrmjAoB6OC4aU1DYhMrMCAFsbMBhiERISgsGDBxu91r59e1HO7e19XVTKw6NF3Vin04lybkvU1bXMO0eOHEHfvn2N3vP19ZX02gDL+XRZKhtUcjeBwWAonNyKBlQ3quVuBoPBcBJ1TeZzxRgMhvMYOnQocnNzUVxczL1mKT9TKN7e3tBqtRbfDwwMRO/evXHx4kXuNY1Gg+joaO7fI0aMgK+vL3JycjB48GCjv5CQEFHaaQ3m+XRRUovrRD2fvsYng8FwD0pqm3AmtQwA84AwGEonKrNCFM8ng9EajVYHAuAtUlg3wzYzZ87EoEGDsGTJEmzduhW1tbV47bXXAFz3btpL//798dtvv2Hq1Knw9fVFly5dTI554YUXsGXLFgwZMgTDhg3D+++/j6qqKu79gIAArFq1CitXroROp8Mtt9yC6upq/Pnnn+jUqROWLFniUBttwUYig+EmnE4p5cKtGIzKeubxZDBcBR3ZPobh/mgkGAj7Y/Lwv0t50GilDeVkXMfLywuHDh1CXV0dJk6ciCeeeIJTu/XzcywXe9u2bTh+/DhCQkIs5me+9NJLeOSRR7BkyRJMmTIFAQEBmD9/vtExGzduxOuvv47Nmzdj+PDhmDNnDo4cOYIBAwY41D4+eFDrwi9uTHBwMPLz89G3b1/k5eXJ3RyH+OZiDvf/Yng1xD4fw7lU1qtwNL4IgHi/X35VI7w8PBAUyEQrXJHkolpEZ7O8cAZDyYj97I3Pr0ZsXrVo52M4lwsZ5cgorQcA3D22Nzr5edv4hG30Y+yuUUFMoFJG/vzzT9xyyy1IS0vDoEGD5G6OrLCwWwbDDRB7B6lJrcUfyaUAgJsGdsVAFg7mclSxvHAGo82hNzwZrone8GS4PgcPHkTHjh0xZMgQpKWl4YUXXsDUqVPbvOEJsLBbhhlKapvkbgJDZpo118NzLmSwUF5XJJ0tYhgMBoPBkIXa2lo888wzGDZsGJYuXYqJEyfixx9/lLtZioB5PhkmnEwqwUMTHQ/XUWl08PbycDi5msFgyA8RISanEl07+GJA9w5yN4fBcHnyKhvkbgKDwZCIRx99FI8++qjczVAkzPPJMEGMnPTaJjV+iM7DicQSx0/GYDBkJ6+yEclFdTifXi53UxgMt6CqgYmCMSwTL3IIdUaZuFUSGAx7YcYnQxIyy1pC/kprm2VuCYPBEAPDUGwGg8FgSEtWubie8eQiZnwylAEzPhkMN6OwulHuJjAYDCeRXlqHrDKW38tgMBhyQER46qmn0LVrV3h4eODKlStmX3Mmr7/+Op566inJr7Nw4UJs27ZN8OeY8clguBknk0rlbgJDIogIKcW1KK9jEQWMFlXqixkVOJdeDh0rFMlgOJ0mtRZ/pJQiv4pt+rZVjh07hj179uDw4cMoLCzEqFGjzL7mCFlZWbyN2KKiIuzYsYOrKwoAWq0Wr7/+OgYMGID27dtj0KBB2LhxIwyrbb733nvo2bMnevbsaWJQXrx4ETfeeCM0Go3R66+99hrefvttVFcLCxFngkMuSKNKK3cTGO6OiOvY2iY14vNrMKJPJwS2d7xmWVsmp6IBl7JY7U5GC2qDBH0dETzBxN0YDGcSk12J/MpG5Fc2tok5uVGlRXsfL7mboSjS09PRu3dv3HzzzVZfcxaff/45br75ZoSGhnKvvfPOO/jkk0/w1VdfYeTIkbh06RIee+wxBAYG4vnnn0dsbCzeeOMNHD58GESEu+++G7NmzcLo0aOh0WiwfPlyfPrpp2jXzthsHDVqFAYNGoT//Oc/eOaZZ3i3kXk+XZAruVVyN4HB4M3vSSXILKvHiYRiuZvi8jCBEgZDXhpUGmiZl5nxF43qtuMMyCqrx8HL+YjKalvl1/744w9MmjQJvr6+6N27N1avXs15AJcuXYrnnnsOOTk58PDwQP/+/c2+BgA//PADRo8ejfbt26Nbt2648847UV9/PWXi888/x/Dhw+Hn54dhw4bh3//+N/fegAEDAADjxo2Dh4cHpk+fbrG93377Le655x6j186dO4f77rsP8+bNQ//+/fHAAw9g1qxZiIyMBAAkJSVhzJgxuP3223HHHXdgzJgxSEpKAgC8++67uO222zBx4kSz17vnnnvw7bffCupT5vl0QXTEHnwMY+qbNbYPEoKIDpT65paHMxOsYTDkpaJeBR0Runf0lbspLklVgwq/xBWhU/t2uHtMH7mbw2A4lcu5LVE3qcV1mNi/q8ytcQ75+fmYO3culi5diq+//hpJSUl48skn4efnh/Xr12PHjh0YNGgQPv30U0RFRcHLyws+Pj4mrxUWFuLhhx/G1q1bMX/+fNTW1uLMmTNc2Ou+ffvwxhtv4OOPP8a4ceNw+fJlPPnkk+jQoQOWLFmCyMhITJo0CSdOnMDIkSPh4+Njtr0VFRVISEjAhAkTjF6/+eab8emnnyIlJQVhYWG4evUqzp49i/fffx8AMHr0aKSkpCAnJ6clvSclBaNGjUJ6ejp2796N6Ohoi300adIkvP3222huboavL79nCzM+GQw34HwGK3/BkBq26aVkKhpU6BngZ/F9nY5wLL4IAPDAjcHwaccCn4SSU9GiPlrTKPJmn0REZ1fixtAucjeD4QZotDo0qtreBvK///1vhISE4OOPP4aHhweGDRuGgoICvPLKK3jjjTcQGBiIgIAAeHl5ISgoiPtc69diYmKg0WgQHh7OhcOOHj2aO37dunXYtm0bwsPDAbR4OhMSErBr1y4sWbIEPXr0AAB069bN6Dqt0RuPffoYb46tXr0aNTU1GDZsGLy8vKDVavH2229j0aJFAIDhw4dj06ZNmDlzJgBg8+bNGD58OO68805s3boVv/76K9avXw9vb2/s2LEDt912G3fuPn36QKVSoaioyCjU1xou+/TZsmULPDw8sGLFCrmbwjCgUaXF2dQylNRcF0SJzauSr0FtBI2WGQZtgWsFNXI3geEA1Y1qHIsvQl6luCUUAOBEgvWayoYRM2oxijkzFE9yUa3cTWC4CWV1KrmbIAuJiYmYMmUKPDyuh4NNnToVdXV1yMvL432esWPH4o477sDo0aPx4IMP4rPPPkNlZYsnub6+Hunp6Vi2bBk6duzI/b311ltIT08X1N7GxhbhKz8/443I77//Hvv27cM333yDmJgYfPXVV3jvvffw1VdfcccsX74cycnJSE5OxvLly/HVV18hICAAU6ZMwRNPPIGDBw/i/fffx8KFC9HcfH2N3759ewBAQwP/55pLej6joqKwa9cujBkzRu6mMFoRmVWB/Epj1bf4/BqMCe4sT4MYDAbqmjXo6OvodM/EbBzlfHoZKurVOJ1S1ibESRjio9MRPD3ZvchguBJeXl44fvw4zp07h4iICHz00UdYu3YtLl68CH9/fwDAZ599hsmTJ5t8Tgjdu3cHAFRWVnLeUgB4+eWXsXr1aixcuBBAi9c1OzsbmzdvxpIlS0zOU1ZWhg0bNuD06dO4ePEiwsLCMGTIEAwZMgRqtRopKSmc57aioiUH2PB6tnA5z2ddXR0WLVqEzz77DF26sHASpSF67uFfsJ169yCzrF6yMeLqXCuoxp9pZUbS52Lxe5J1rxjDObhKuCbDNsU1TU6/5rn0MvwQnYemNiRyo3TUBlFH7HdxP4YPH47z588bPZf//PNPBAQEIDg4WNC5PDw8MHXqVGzYsAGXL1+Gj48PDh48iF69eqFPnz7IyMjA4MGDjf70QkP6HE+t1voYGzRoEDp16oSEhASj1xsaGuDpaWzyeXl5Qaczv7ZeuXIlVq5cieDgYGi1WqjV18UONRqNUTvi4+MRHBzMGb58cDnj85lnnsG8efNw55132jy2ubkZNTU13J8Uizol4O6lV6KzK/C/S3kokeFhzxCX8+nlOBJb6NA5VBodUotrXeJBX17XjHNpZbwM7qu51cgub0CRBOO8rslxoyel+HoIX3R221I7FAuNQlRSldIOV+a3ROdv6GSVNUCjI6SX1ol2ztyKBpTWsrrB9mIYzs7EIN2Pp59+Grm5uXjuueeQlJSEH3/8EevWrcOLL75oYsxZ4+LFi9i0aRMuXbqEnJwcHDhwAKWlpRg+fDgAYMOGDdi8eTM+/PBDpKSkIC4uDrt37+YEgXr27In27dvj2LFjKC4utlhX09PTE3feeSfOnj1r9Po999yDt99+G0eOHEFWVhYXQjt//nyTcxw/fhwpKSlc6ZSJEyciKSkJR48exaeffgovLy8MHTqUO/7MmTOYNWsW774AXMz4/PbbbxETE4PNmzfzOn7z5s0IDAzk/goKCiRuoTz8mVYmdxM4/jzxC1Yvno2lt4Vh9eLZiDp51OFzJhe1PGiv5gkrYstwAJGeoXVmjC5HF74XMsoRlVWJU8mlDp3HGfx6rRhZ5Q04l85fEMrZ+bupxbUoq7O9+DQs86K/JxmuCSt7pAwSZM7hrm5U40xqGY6z8WA3rPyVe9O3b1/88ssviIyMxNixY7F8+XIsW7YMr732mqDzdOrUCadPn8bcuXMRFhaG1157Ddu2bcNdd90FAHjiiSfw+eefY/fu3Rg9ejSmTZuGPXv2cJ7Pdu3a4cMPP8SuXbvQp08f3HfffRav9cQTT+Dbb7818mp+9NFHeOCBB/D0009j+PDhWLVqFf7xj39g48aNRp9tbGzEs88+i127dnHGdXBwMD766CM89thjePvtt/HVV19xeZ5NTU04dOgQnnzySUH94TI5n7m5uXjhhRdw/Phxk0RaS6xZswYvvvgi9+/hw4fLYoCqtTpcyCiHt5cnJoR2QTsvcW3+EoXsWh44cACbXnwCHh4eICLkpSdj+5rlWLF5J/4++R9yN48hA63zf8Ug769zVtS7jgBCTaP1BQrJtHueW9GAqKwW0QOWg+h6NNgZ9cLKHtmH2LemvRtxYtUZbVCxMHAloZLgvmSCj44zbdo0rh6mOVasWGEiftr6teHDh+PYsWNWr/P3v/8df//73y2+/8QTT+CJJ56w2d45c+agT58++O677/Dwww8DaFHf3b59O7Zv3271s+3bt0dycjLva+/evRuTJk3CTTfdZLNdhriM5zM6OholJSUYP3482rVrh3bt2uGPP/7Ahx9+iHbt2pmNg/b19UWnTp24P71alWHsckJCAnJzcwG0WPAxMTGorW0JLysuLsbVq1e5Y5OTk5Gdnc2dIyYmhnN9l5aW4vLly9yxqampyMzMBABcyanA6XORiEsvwNW8apSXlyMmJoZbcKanp3OKVkSEmJgYlJe3eEoqKysRExPDfb/MzEzkZl1Xv8pKjkdNZcux1dXViImJ4b5fdna20SC6evUqiotbdjhra2sRExODpqaWEL/y4gLkZaZwx8bFxaGwsCU8sr6+HjExMZyKVn5+Pq5du8Yde+3aNeTl5WHDhg3cdzD877efvMMdm5iYiJycHAAtYdExMTGoqanh+vvKlStG/R0d39J+jUaN1IRYVFVVcf0dExNj1N8ZGRkAWmLiY2JiuCToiooKxMTEcLtAGRkZSEtL4z4bExODsrIyo/7WFxDOzMxESsr1frly5QpKSlrCrWpqahATEwOVqsUIysnJ4YryAkBsbCyKilpKG9TV1Rn1d15enlFMfnx8PLcx0tDQgJiYGE45rKCgAPHx8dyxCQkJnMqafsw2NbQUKq4qL0FOaiJ3bFJSEtffKpXKqL9LSkqM+jslJYUbsxqtBplJcaivaRnfZWVlRv2dlpbG9bdOpzPb3/oxW5Kfg6KcTO6zmUlxKC1t8VpWVVUZjdmsrCyjMXvlyhVuzOr7W61q2WwpK8pHYuL17xobG8uNWX1/68dsXl6eyZjNz88H0LLTFxMTwxV7LiwsRFxcnFF/2ztHZCbFoaGupb+tzRHpJbVcf/+ZVm5zjshMirM6R0THXv+u1uaIxNR0FGS3nLeuWSP5HGHY33V1dVx/x8bGcscKnSOysrK4/o6JiVH0HFFWlI+CrOvndXSOOJ3QMoYrS4uRm379vjE3R9T+1d+izREaDWJiYjjFRkfmiIyMDKSmphr1tyNzhF6JMScnR9Q5ovGvebayrBg5adfnenvnCI2G/xyh1Wq5OSI+v4bXHFFb3fLbmJsjUlNTuc2LrOR4rr/1c0RtQxOOJxTjdEwC73VEbm6u0Zh19zkiMfn6fZ+ZFOfwHKEjEn2OiE5v+a34zBH6/i4qKjLq76SkJOTltvS3Rq1CZlKc284R7oCHhwc+/fRTbvxJibe3Nz766CPhHyQXoaamhuLi4oz+JkyYQIsXL6a4uDhe5+jbty8BIE9PT+610aNH03PPPUdERKmpqQSATp48SUREW7dupS5dunDH3nTTTbRs2TIiIiooKCAAdPjwYSIi+vjjj8nHx4c79o477qCFCxcSEdGR6HQCQM+//W/68Uo+7d69mwCQWq0mIqJ77rmH7rnnHiIiUqvVBIB2795NRETff/89AaDq6moiIlq4cCHdePNttO9CNu27kE3tvH1oyao3iYjo8OHDBIAKCgqIiGjZsmV00003cW3q0qULbd26lYiITp48SQAoNTWViIhmPbiUQgYN487bt29fWrduHRERRUZGEgC6evUqERGtXr2aBg0axJ03LCyMVq1aRX5+foSWgE2TPz3jxo2jp59+moiIMjMzCQAdP36ciIi2bdtGAQEB3LFTp06lO+/7G+27kE2fHI0hAPTjjz8SEdHOnTvJy8uLO3bWrFn0wAMPEBFRXV0dAaBvvvmGiIj27t1LAKipqYmIiObPn09z587lPguAPvvsMyIi2r9/PwGg8vJyIiJatGgRTZs2jTvW39+fduzYQUREx44dIwCUm5tLRERPPfUUTZgwgTu2e/futGnTJiIiOnPmDAGgpKQkIiJauXIljRgxgjs2NDSU1q5dS0RE0dHRBICio6OJiGjt2rUUGhrKHTtixAhauXIlERElJSURAHpj5w+070I2/e3//kkBnbtyx06YMIGeeuopIiLKzc0lAHTs2DEiItqxYwf5+/tzx06bNo0WLVrU8tvkFREAWrF5J+27kE2fffaZ0e84d+5cmj9/PhERNTU1EQDau3cvERF98803BIDq6uooqbCGJt0+l0ZPvj5mPb28aOfOnURE9OOPPxIAKikpISKiJUuW0NSpU7nrBAQE0LZt24iI6Pjx4wSAth84S/suZNOdCx6hcePGcccGBQXRxo0biYjo3LlzBIDi4+OJiGjVqlUUFhbGHTto0CBavXo1ERFdvXqVAFBkZCQREa1bt4769u3LHWvvHHE5qeW+X7XtS/rhUq7VOeJ0fBY3R+y7kG1xjth3IZu+Ptty3n/t+pyIzM8Rk2+ZxmuOCF/4CA0eNY72Xcimn6/mSz5HEBFdjY0jAHT0xCkiItq4cSMFBQVxxwqdI5YsWUJERCUlJYqfI26//+80cPgY2nchm4hszxHDh4+gRpWGiMzPEZu/PkL7LmTTfUufpe5BwVwbzM0RJ0/9IeocUV5eTgBo//79RER2zxFERA888ADNmjWL+6yXg3NEZmYmERE9/fTTos4R+37+jfZdyKbwZSuoS4/rY9beOeLjw5HcHLHvQrbVOaK6utrmHHHXvLuN5oinXnuPiMzPEXfccYfRHPHxxx8T0fU54peL12jfhWyafs9DvNcRzz33HI0ePZo71t45Ij4+ngDQuXPniEi5c8SsOXdxfQiA/vVJy5i1d45oVGmM5oh9F7IdXke8tecw7znizJkzRES0adMm6t69O3fshAkTaPHSZbTvQjZ9+NMFt54jGM7Bg8h1M6SnT5+OG264waYbWU9wcDDy8/PRs2dPbhckISEBAQEBCAkJQVNTExISEjBkyBAEBASguLgYRUVFGDt2LICWHTQ/Pz+EhoZCrVYjLi4OgwYNQmBgIEpLS5GXl4dx48YBaNlBa9euHQYMGIDfE4twPjIaPfv0Q6+e3TA12BfZ2dkYN24cPDw8uN3KQYMGgYhw+fJlhIaGolu3bqisrERmZibGjh0LLy8vZGZm4mJ6CXQBvQG07Fh27dkby+eMQ3V1NdLT0zF69Gh4e3sjOzsbTU1NXGLw1atXERQUhF69eqG2thapqakYMWIEPNp549NfotDYUIfgAWEAgNH+1ejevTt69+6N+vp6JCcnY/jw4Wjfvj3y8/NRVVWFkSNHAmjZsQwMDMS8efOMdsv0BPUbgMLslt2txMREdOjQAf369UNzczOuXbuGwYMHo1OnTiguLkZhYSFuuOEGrr8vZNfAO7AXNBo16goz8Pc7J6Jz584oLS1Fbm4uxo8fz/W3l5cXBg4cCK1Wi6tXr6J///7o2rUrKioqkJWVhRtuuAGenp7IyMiATqfD4MGDAbTsoPXr1w/du3fn+nvMmDFo164dMjMzoVarERbW0i9XrlxBnz590LNnT9TU1CAtLQ2jRo2Cj48PcnJy0NDQgGHDhgFo2bHs2bMngoKCUFdXh5SUFIwYMQJ+fn5ISc9CVEo+5tw6Ad06+iI+Ph5du3ZFnz590NDQgKSkJAwbNgz+/v4oKChARUUFRo0axY3ZTp06ITg4mBuzV6rbw8+/A6rKS1BTUY7Vi2cDaNmx9Pf3R79+/aBSqRAfH8/1d0lJCQoKCrj+TklJgbe3NwYMGIDy2kbsPPA7evbphw6dAjFrkD9ycnK4/k5LS4OnpycGDhwInU6HK1eumPT32LFjkVbagKPnrkKn1SKoX0vuQmZSHJ6aOwk9evRAVVUVMjIyuDGblZWF5uZmbsxeuXIFvXv3Rq9evbj+jqsPgLePL8qK8jEzrDOXsB8bG4sePXqgd+/eXH/rx2xeXh6qq6uNxmznzp3Rt29fNDY2IjExEUOHDkWHDh1QWFiIsrIyTkbc3jniTFIRTl+MRq/gUHTp3Bm39fO1OEdcyizDr6cvcv09e3AHs3PExTJvEBGykuPRLzQUj0wfZXaOiM+rQK1PD5tzRMTFOMRml6FP6CAAwEi/SrNzhJ+fHz766YLDc0RwcDAupRXh1z+j0bvfQDw+YzgKCwtRWlrKlc4SOkf4+vqif//+3Jw8cOBAxc4RH/54HqqmRvTpPxh/n9zP6hyRk5OLb88lI3hAGBZODEFCwjWTOeJafUd4+fihsrQYdTVVeOXvMy3OEQMHDcYvSVWizREajQaxsbEYMGAAunTpgrKyMrvmCC8vL2RkZECr1WLIkCFcf4eEhNg9R4wcORK+vr7IyclBfX29aHOEqmMvZFRqUVlWjNqqSqxeNMuhOeLrP9ORm5aEXsGh8O/YCTMHtrc4R2i1Wmz5zzGrc0R6aS3KPLpyc0T33sH4x6yxZucIjUaDqApfbo548q6J6NGjBzdH1LXvjbwaNUoL8+DjocHYUSNw86DuFtcRfn5+yM3NRW1tLUaMGAGgxfNpzxyh7++wsDB07NhRsXNEbZMK12r9uefaIzNvRL8+QXbPEToPL3z6SyQ3RwDAqPZVFueIvLw81NTUcP1tbh1xtbYDfP3a85oj9P1dVFSEkpISrr+TkpJQp/FESr0fNGoVctOT8dz8W91yjmA4hzZpfPbt21dQcVhH+SOllMt96+jXDveO7ePQ+b65mGPymiP5WjE5lUgqNC5Gbc/5Dhw4gAULFnA5n/r/rtiyCx+88pRdbfv1WhHK/ypu3CPAFzNH9LLrPEoj4loRV7RZjFy71mPC0XNWN6qNVGntPV9yUS2isytNXnekfYbfVcl5iufTy5FZVs/921pbL+dUItHgHrR0LN/fOTavCvH5NTaPjc+vRqyBkJe1Noo1xs6mliGnosGhc7gqhn24cGKI1XqNTWotDsS0hH2Gj+8LP2/Tem9CfhONVofvL+XZPLZRpcXZtDKE9eqI0G4dLJ4PaMlRi8ysQGg3f4R09bd6rDvQ+r5ydPy2/v0enBAMbyuaELbmvqSiGsRkVxm9xveebn3cubQyZJUbF41va/erLeqaNfjpynUdkfvH9YG/j/1SKob3vB57+1ynIxxPLObWT46er6i6yahkFxsLDEdwmZxPc5w6dYq34dlW0eoIZXXNVsvMiJXkHh4ejlff/xwhg4fB28cXIYOHYcWWXZg4fY4o53cnakQofSElWQZGE0MZaATUunWVShqpxbWy1EsUglQlfdJELJfBB75D4nJOJUprm/Fnmm2F5iNxBcipaMCZVOUorrsyUZmshBFDHAprmkwMTwZDKbiM2q27IEa9PSGcTStDfmUjxgQHYlTfQMmvN/XOuRh580zJr9NWKKltgm87LwS29xblfNWNapxPL8PIPoFWPRXXRCoBQGLVbGEgqajW9kF/IXcJB74oXWk3q6we59LLMTQoADeGdhH13EXVTQjrFWDxfbHrN0fyNGyaeW5yEBEaVUw1V0yyyhtw82Dz7yULuP8ZbYfo7ErUN2tw65DunKgmAJepa6+PkmO0LVza8+luNGu0KKhqhE5Et4U+3Jc9uJQFH29zbZMaJxJKjMJfHeVcWhkq6tXMU+GCNErkgWNY5nJui3Esx/x5NL5I1PNltwqhVBLNGi1i86pQ06TsmolyrufNpS84m1qF/z5y4+yIk7pmDZKLapFX2YhyFyo9pqe0thnfReUiqcg1NksZ4sGMTwVxIqEEp5JLBXk4rFHtBsWPXWTzThJqDbzkYnlBVAJCN8XAA9LuaIo9xsWqnycUtbYND3SGomiWYZMjKrMS8fk1OBYnrsHdrNHiWHwhEgvZ4lYMIq4Vy90ERdHau3gtv9rCkdLwS9z1jWlz9aHjI8/i5YV3ID7yrOjXrmvWOPy8vJhZDh3BJE+Z4f4w41NBVP9ViD6rXJx8u2uFzp0IGeJiOK0fvJxv8ThnoNS8vORi8TxSVQ0qfBeVi0tZ4uRdCQk5Titxbv6fnLBQbOWi0xEq6sXZ0KltUuPPtDJU8vDIlNa1zC8akTd/kgprUVGvxuWcKlHP21ZpFkkfwl3Jr2p06vU0NjYtv/vkHRRkpeG7T94RPQz3pysFOBovXlQWo23BjE8FUuUGHkuxMEwFKK9rxvGEYpTXNcvXICvo/hJ3EitsOklBu/VXc6vkboJZ0krqcC5NnBBivYplSnHbMQSVgpipBq5CrQJFx8Q0Lv5IKUV2eYPo4cNC0Iq84FZ6alpZreuFXroySs5V/OP3E8hIbCl9l5EYi7iLp0W/Rk2j8uYwhmvAjE+Gy6CjlhyB4wnKDP25kleFiGvFuJBpWyWSD8U1/Izsuua2/QBoXQ5AKUgdcuyqmOuXCxni3DNKprVqrj7SxRWpbVLbNFTZwtT56EsYKZWCqkbRhbSEQkQormkSTeVfiRAR3t6wHp6eLeWZPD298L9d7/Hyfl7MKMev14ra5IYgw3kw49MBUoprcSAmT5LcSrHl/dVOzvWTEqXOifpaqVll1hcAYoe/CBGBqG/WGvy/6eJQpdHhxyvyhvgyzCNF/rNhjU9rSC00otQNBDGpUbCxqdURfkssxunUUpvH1jdr8PPVQpN6hGJR1aByq+eVq1Baa7zZac89SUQ4mVyCKDOpCznlDTiVXIpDMj9fUorr8FtiCU4kKnMTWwwiIiKQGHcZOl3L816n03LeT3PPfUPSS+tRXqdCSa0yI8wY7gEzPh3gUlYlmtQ6RIqUI2aI2LuD1gw2MQ1dFjJsm6JW+ZPOkkRv7SG9YiaUNrWk1shAdRRXze/LVbgHwZnkVzXi56vKzu0pqW3CqeQSt1XjbJDYW5RdXo/immZedQErJFDVNCzZ8ktckagK32IiZG7U6loMMVcROzKMKLLX61Va14zCqiakmkldKKxuyYeUW0RQr6nhrmsVIsLrr79uEhLs4eGB/+16D2d4bDABrvvsZrgGzPgUAVvGg9LrLRVUiSMmY2tHzR4U3nV20VohLrNMHIEpWzS0+n3kUnZ1BWJy5C9r0Bq50otSRRR1kooTCSUoqGrCnyLl/yqNYxLnTVqaC5zx7DK30Sq1sW0vQubqrPJ6FFY1uaTYkd2/Os8Pih3ZJRdi3x9inE6lUiEnJ8ekbUSE8uJCVNQ4Z73BYFijndwNYDiPqgYVOvv7OHSO+mYNjsQWoksHH9w5vKfR7pqrKeHVNWuQWFiDYUEBCPDzlq0dxTXNGNijo2zXlxKx8x41LhSOx3aOnU9FvRqXsiowpGcAAv0dv6cNPXLOpEFl30ae2AXbEwtrMaJPJ8Gf46Nwyx3bIJ1Ijpybl2UsbNEiFzMrMC2sh9OvS0S8vPuujK+vL6KiovD177Em73Xq2h3ePr4ytMo8LC+87cKMTycglyJa6/IY9SotOvs7ds4TicXQ6Ailtc3Ir2pEcBcHTygD1Y1q5FY0IK2kDg0qLfIqGzB/XLDczRIVnY7g6el+gjdKEdTQaHW4mFmBkC7+6NfN9e4BS5TXNaNbR2kXJ1Ib5SnFdUgtqcPDk/o5dB45BYHsrfuaVFSL4b2FG4uWyCyrt8/4lNCgdBXSS697mBpVWrT38ZL0enIL+QihRKbSXXIbO0SEBpUWHXzNL73FWiqGhIRgwDDH5lmpx5MrC64xHIeF3TqB/ErbtZ9ae3Qyyhwv98Bn1/7AgQNYvXg2lt4WhtWLZyPq5FGrxxvmvOic4BSQwm4/EluI2LxqLrRLCu9Gs0behUBSkbJDJe19sCklUjipqBbZ5Q04KyDMU+4xwQd3EZkQw+Nlr/fREs4YutkOCDdJWZBeLpRSCcMZm2as5qLzae1YaFJbX0ucTy/Hj1cKkG2hlrsjqUuO3PvmuJBhrGVSJnKJO3dWG2bYhhmfdqJPnheL1guT5CLpaw0eOHAACxYsQF56MtSqZuSlJ2P7muU2DVCGbfTKt3JRVOPcYtdCuShSORq54JOz1DrkuLWapFByFKwIW9ukxi9xhcgotT1viR2KzXbQHYeIJC1IzxCf1msQW4aPlOh0hNi8Kt6bV211dOkVhK8VmBehisqyX2vAnMiTmPBVRmcw+MCMTztxhxtxw4YN8PDw4BYa+nyhA1/ukLllro9OwOJNyLGOINVVqhvVSCqqESRg5EohYkpBrpxqPoJkl7IqUdWgxoWMClQ1qHAyucSiKqrYXqAECws5paEQJ5xZzp76TfKC9HIjRUk0OTmZxE+11BJF1eKFvqaX1iE+v8Yt1kVSYaggbMnr5wrRMXy5klslaG52lvAiQxkw41Ni+C7IC6r4earEVChNSUkxq4hWmJ1h1/mk2i2POnlUUGiwqyF2uIwj8BVj0OpaCnXrdIQjsYWIyTb/oGGiO/YhRTkLe+C7GNIYzEvHE4pRWNWEiGumCq1MYVl5EBG2v/OWXQXp+WKtdIcUI0Kl0SE2r8qotuqplBIJruS6/J4kXn/UNDHhGFsYbjKrBAjnWdqodTSSxhxibUjUNWuQUFBjtpybJSyFIreGiBCdXaHoSCCGbZjxKTEanomRiTzDNMVcEISFhZmtBdU7dKBo13CUs8ePYPua5SahwQcOHJC7aS4HH89LnoX85NZrxwsZ5fgtscSoJElZvTPyBV3HeHGkVqjUpTX4Ys90oxfLMWdvOMvLLwdVDSrUOLHOqLlFqT2ek4iICMRdiTFbkF4s0niEY4vJpewKxOfXGHntxaxfzDDGXK6iWNEtVQ0qkxrV9iL2ZqiQ9Vg9j/64euGMSd71hQzzKSoJEtSPFWtDQmunYBofsssbkFxUJ0hvgaE8mPHZhlm3bp2RNL8+BDd82Qq7Et+lUPXd98k2s6HBb775pujXYlhG3WqnVu+tTbGRZyJ2fp8lHPEU1japcTa1DOUCjGc+iyGNG3n53FGMxhZC7OQmtRa/xBXh8FXnib6YE0QSYtyX1TUbFKQ3XgroC9KLtdlp7X6RYoYoc/NyGkrD3KblsWuO3Qt5lQ0or2vGL3FF+OlKgUPnUgIx2dbzOYkIez/eYpJ3XdUo7li2V0nbEmJFs/A9S5MbhSa3ZZjxKQNiq4aZg8+iITw8HCs270TI4GHw9vFFyOBhWLFlFyZOn4NCEfNBHCEvK8NsaHBycrLT21LbpHYZIQ6xHzD2cODAAdx3+80ih0ubX6qeS7d/F/R0ShlyKhoEeUb45EG6C46I0bhTbq+10NEGkb+nM0LK/kwrMyhIb7y5pC9Ir1GLs/B1kWlTMhp5CJS5G46oyBdUNeJ0Shl+vVYsYouctxlqDsMNXI2WTObRn48cRdq1qwBcK+862oZRzWCYg9X5tECTWouSmmYEd2kver1EJYWeTZxxFybOuEvuZlgkuP9AZKUmGU3UHh4eGDp0qNPaQET4b2QuAGBIr46Y2L+r065tiKO1O51ZRkOvpKz3WuvDpVds3inJeHPklqp1MFTSXWuq6om7eNpEjGbMTdN4fTa9tA6j+gZK2TzJ8opbB3IkFdXyqnmZVFSDYUGmxwlpZVy+deGWEydO4Jlnn8OCZ17HqEm32DyfJYETewrS22obw5SEghrcENJZlmuX1DahZ4CfLNe2FynyGaVASLRXa1XuygY1unbwAdCyxnh59avw9PSCTqfl8q5HT75NklJwYpJRWodJAyyviRpVWvx8tQCDenbEjaFdnNgyhpJhnk8L/HqtCGfTyhBfYP5Ba2gMtdUQn9pm6fObFv3fS2ZDg9etWyf5tfUUGHiBpZYzt0Zqiflr8xUJcqYSoT1KyrVNapN6t3IhxAsa66KLcT51LIkI/9v1nqRiNK5CVQO/+ywmu0rSdhARXn31VaQkJ/H2RLcOmzekpSD9aJO/bj17mz2+yoJqrC0vt9K94E1qrVNzdoXgSN/lViij7Fbkn384FLpfUqO8aBMhef3WopEiIiKQcu2qpHnXYiE0BePg5XxodIRkhdceZzgXZnxaQL/4tCTA0rrsgSDviULWbdYWJOZovXt+Ndd40S3FgvSWmfPMhgbPnz9f9GtZQikGUbmFcG1ny9tbyq80VJYUqqR8NbcKP18txPeX8hS/SG1NkgTCD3yxFgpqjdyKBhy6bDuP6sTxCGQkxip6USRnKJ0QxGplREQEoqKiAEgfnlfPY4NCjyVhFABILqrFwcv5yDJTTkGKx6E9z6IDMfk4fLXQLr0DqbFVhkIpzyhLEBE+efcth+rInkhUnlpxnAjP3ut516bij9Y2+uTYAOSbgqHmKbRpXxskOzXDiTDjUyRcUVukkudOvh5H1NWsLZI1Wp1FL0yjSouJM+7C5r3HsOd0CjbvPYaJ0+fY3Q6hBjdfSmqVtysrJoa/nqU6jfXNWm4RJFRJ2bDodnaFtYWWC95oEmJvzUxLRc4NISJsWLdO8KLIXVDi19MvVJ3libZ0XnPeDz6iX1fzqsRqmmQIES+z5A3n6yUXC60TB2s+z7JwhkRERCAx7jKAlg2TqxdOy2M8KfD5cT3v2nSzVsy8azEwl4Jhjgh7cnWV99MwJITlfDJ4YylvSI+1/Ies8noM7NHR7HsHL+dDrSXcd0MfdPC9PiRbjFJxvWCxEi1+ahqVt1tuCylqSaq1hHZeLUrKhjmfhkrKSsPRZx7fjSexxzJg/2YKn99epVIhNzfX4qJIpVLB19c0J9AdyK9qxB/JpXI3wwRDrydg7Inmm4frKK29HyMnTpVE6dwcKo0OPu1s75k7qz2ltc3o7O9j8jqfUFdHSjEJQ9xVfX5lI/p2bs//6gYbJvp8xu8+eRdjJ9+GG/t3xeCe5tcFbQV78q7FJj6/Ghk2vOuGKRiGealjb7pN8vYBLaq6GaV1FsP+Ga4FMz7toEmtZTXDBGKt7IQ+F6K4psnIQOVTF0soSpi4lGKoNqi00OoIXjzEcoQu5cLDw7F//36sXP0aCrMz0Dt0IMKXrXDIa+3qXMqqRFivALmbwRtfX1+cPX8B35+5ZvJep67dJTc800rqEJtXhRlDe6JLB9MFvh4pvBlKNDyvL+I9oTMIa9N7okdPds4i0BEBKnPwnVuyyupxLr0cY4IDJRexchQ+4cpnUsWrU6jkVAVLGyaXz/8BLU1TtPHJd7PDHgw39VryruVz/fFJ3TG874Hrv2PsxdN4ePIjDrfBlhDntYJqxOfLl+LCEBdmfNrBgZh8uZvgFqi1Onh7XZ/YL2RUWPSOuhNXcqtsHtNaGU8q+Bqf9hAeHo6mvhMEf876M0j8tnpA/IgfJYak5lcJ81gA+kWR7cWXFOWjIjMrAADnM8oxd7R58RtXwtERoQ/P0+mslEXxFfb7CsWS90MKw/daQTVG9rluZOrHQ2xeteKNz4xS614ksVFquQulbJhw1xXw/LiQUY6M0nrMHNELPQLcM8KDL/r73lBEEGj5Hb/f+R42PbfY4WiD4ppmnEsrw82Du5t9v6TGNRSQGfxgOZ8MWTifXo7/XcqzKKLjbJxRe1UIlSKHxCrt+9miSa21uJsvVG0PANJKapHAI89RDuwVDRJKhciq3PoxqtLoeOdHGh5nz+/YltGH50VHR+OtPYeN/jbu+dlqeJ4Q4SBDWv+uERHOE6C6ZsXLYUup2ZHNn6xy5xqOYtBaANEY+QS5eG2YKBT9BoI1IS1HcFZouBioVCqUFxeYT8EoaUnBEIMsK/WNnVkqjiE9zPPZhmi9yOVbokOPrQe6kAe+Xr3PEREjS2i0OhyNL0KvTn5W608ZUljVhO4dHdndNP7uSgjvNcQuAQAJsRaGDVyPLvjbhGC0M/COE+nsyjeLzGzxDPTr5o+Ovsqa9pKLXVOCPqu8Hl06+KBZIzzkz1zeoL0oQe22mEcZiDoRVFRDQkIQEhKCJHWOoM/pvYaOYKjK2dr78b9d72HC1On2ndeOz8Tn1/Ce2/lgKBCklNIk4iFfFIZ+w6S0tBRH4wqN3nNWPqOj1DZpJI0QshdnRUcBLb/jxt0/o6bS1BDvLHIKRnWjGoHtvY1ea1IrN6ycYR/KWoW5AFoXkbU1V1PqTGoZ/j65H/fvyzlVTmyRHdjZ1TkVDaht0qC2ybT4sbOiIQur3Vv91lGsiVcZ3mONai0CDIzPs6d+cyjfLLW4FuP6GRe6lvuO5rOIuCjR7rtcmFVNvMly3lBRdROKa5owum8gPEVaBBZWN8LHyxPdHNp0aqH1XNp6sRqdXYHkIvlqBDer7ROmMtzXUZIqp0qjQ055A/p2aS+KUXAsvsiuz8k9d9jL8QTrm5F5leKJIdm7YSIF9uaHq7U6eP2lMK0UnK070q1XH3Tr1cfkdbFt8lPJJbjvhr5Gr0lVpYAhH8z4FIgYO8jOQExVV7VWh4zSelF27lsjxQQqx4JArrkx0Ybn+MCBA9iwYQMSk5IR1G8AFixbgYkz7hJ8HWf2qSXxAyLCB1vecijfLLHQ1PiUArHvlXQRc8hsqVYbYksEQigeHpbzBjc/fz1vqLpV5MDvSS01/jr4thNFoKS+WYOTSS2iQoYbcmLRYqBdX5XJaXiKhRJUOfXkVDQgp6IBQ4MCcGOo6f0sNKTR1p5yk1qLo/GF1g9yIUpthDCmlcg7Xl3VqGc4DhPzbBuwnE8btF572Sr2zIeaJn4L05omU49IOc9cwFqe1+DDpaxKRGdXothGwrc9OQxWSz5YOV2tmb7hgxRpFvH51bIJPljyXhO1GJ4LFixAXFwc1Kpm5KUnY/ua5Yg6edS5jRSJiIgIxF2JcUq+maP8fFV5C1X9rr+tfDlDpMiT1Xs9W/+OERER3DExOebvp3ozRr093gx7cyDFRshGgL00qbVmcwLtWeS1CFCNNvnr1tO8IBSfvF4PnseZI7nIOSHrkZkVaFSJ91tpmCfHKlL0T3WDGufSjSNIhMyF5rCVPqLHXF6/EkXpXA1n19NliAczPs1gOPGZW+w4Cl/vqTnBld8SS8weK6VoSWG18nJglJSXw0emXA42bNhglJ+lr7d54Msdgs8ld7bL9Xwz4ylLn2/myINc7u+mZApEDh83VE00xMPDA6+//rrZ31GK/Gm5PTt6nFH03pGSHvbaAJll9SZ5vZbu0fK6Zl7HWcJcvm2diJuvgLibuQBwVaJ6066IuQ39lGJ+92dxTRN+vVbEiZ9ZGzsnEotN5pKLGfZHsqWV8N/4aHTjnEU5M9EiWoWP62uBOrqpwJAeZnwqBD5F362RXyW/McZ28pSDhweQkpJiNj+rMDtDplaZh8/GyfV8M/OqifWNbTPHVul3XOvNu+Zmy6qJubm5oqkm2iKrTLycNqVjK8TSFvaIfRTXNJvN6zXnbd23/2fT/F8BtNZhaB2yrURKa4WNc1vh73JuoNkbhaTHkc3t3xJLUF6nwqmUEsTmVeF/0XlmI8YA84rADQ7UR9WL2NmLlGq3QvpUv/Z0RfVxTSttk/j8alzIqMDROPtyuBnOg+V8uhDWQgyUIITEV7WzhIcypCMUVlk+f1uxj4mAsLAwxMXFmShT9g4daPYzBw4cwOpX1qIoJ9Oh/FBe7TP4//RS27vc+nyzmOQsk0LTnbp2B3l6W/hk28NZoYh8SC+tx+SB3bh/W1NNXHLHWFFVE+VEimmmQaWBv4/wR3Z85Fl89f46LHlxA0ZNukXw5+uaNfDzFia2Yq0eaHldMyfyZL1uqH2Lc3vUl5WOmNE1Ym8SK2Gh36zWcc+F2Nxq3DLEfK3ItoKlMmXmOJVcYlZ93MPDAynFtQjrFSBhS8Wl4C8njPXSQwwlwDyfCoBvfsMfKaUSt8QQ4Q8ovt6E83yVOx1Qu9UjRr1MZ9eXIiJRwrzWrVvHhdoC4EJww5etMDlWnx+al55sMz/U0Z3u1vB9UISEhGDkmBt455tpdcTrIezK+xGtl+dpJbUO5R+nOKHsS7defczmDQYHB9v87DUzOahKKLXiDOwJEeQb+io2lvJ64y6eNtoodWbdUEYLtpRuhcI371FKbDXBUnSNM8LeLaGUUNwmtc68+jha9D5cFbFrpTPEhRmfCuBwLD9xEr7hTynFtaKW+miyU6bf2VwrqEZ8vvEO8a/XHN+VTW2VfyL1zvr59HLE5Tu+0x0eHo79+/cjZPAwePv4ImTwMKzYsgsTp88xOdZWfqjhI1qMfFtnmAtH4gpx8HK+08Pw5IxC4JsrZYnWYZFi585JEWlmaQEptpiPkF+V77WF7NDbo6D8/aHDDoW02oO1vF7D/GzDuqHWjtOjBCPHHSjjUd87+txplwjB5Bsqyie6xhBnpDH9kSy+M8Ge2p+G0QcAuOgDV0+jsiRax1AGzPhUAI7kHegxnCbE2a1yLW+CSqPD1dxqk/Ck1usVMRa/5rwvYpJVLl4+Wnh4ODbvPYY9p1Owee8xs4YnoNz8UEdKlugNp1w7a9ZZysO2lUPnzIeeay8PjBG7kHh8gX0bOGIobfKtoSxlrWUiwlsb1jttUan6q99UKst5veXFhVxer5C6oVII/zHMQ0T4cvsmp3vLhaLT6Xh79YWGYV4WeQ4Xo0qCIZY2OE8lmxektIa1KAUGQypYzqfEKHTe5oECGi7AUBS7HqE1lJBfKzZC80PFJurkUez/YrtJvunJpFKH6zDaypfygPnRbsl7ZStsLUvgQsMwTNwZKDWS4VpBNW4M7Sra+ez1fCYWOh56zLeUi9ieZUMiIiIQfzWG+7fhonLMTdNEv55+6rCW19upa3cur1dI3dCyOv6pD86cnaV47BimSjibwupGxF44jeT4KwAg6XhxlK//95OJV1+J7QTEz8NXW9ggE1o+yTBKofWzX2gNbaGwMiltG+b5lJAmtRYHYvJFO19byW2SEtfdDDBFzFpotvJDxR55hj/DiV9+wvY1y3nlm7ojrRX7HIHP73Qxk2fOtQRYu//kujdb30eWcrHknn2FdI9UpYksLXpbYymvt3V+ttC6oUrDUSVhc2SI7CUTdO2SOrz++uuKD8EkIry76U2ntVNhX180bEUpGEYfiIFh3egoF84nZTgO83yKhLld9rMO1FcTitIeDvZSWN2I3oHtW/6h0K+klK7mqy7Mh/DwcLy78yt8tG0LCrMz0Dt0IMKXrbAYpmuJ7Ip6DAvqJOgzn3zwjsV8U6nUdg1RyM9pESFlmPiElwndHVc6fHLYrPFHSinuGN7L5nFyj5MmAekZtkoTadQqI88iX7JFTAmQCik2CSzlFUsRtSB2TVEhRJ49iaioKO7fYnnLxV6fREREICH2Mvdvw3aGzhX/mZFcXIsbQjqLfl49fDd19Pz+2wm8/H/P2q1grcdWlII9c4S10mlXcqswoo+w9QHDPWHGp0hEZ1dgzijj3Vpnq6RKiaWwSLGxN8yy3MWVzewJtRIjV9iQ2++6B31umO7QOWKyqwQbn1kZaYrMN1UKZ1L5C1MIXcS4OkTkcOhqcY1887QQtU0hgjv6kNaoxCwkFpqWJrJnUelsnJlKwWi5lz79YDM8PT2h012fRwxDMOUKBzbEUKjKXKjovLuEbZiao6HVBl1CQY2kxqeQVA0iwuo1r5qURbGXbr36oFuvPlaPEZJqdCWvyu62MNoOLOxWJCrqlV/Y2l6iTh61GBaZZ6eYi9hIoRzn2oi7cBN7GWj4qOw/cLBZxUtn5ZtaWuPaK8Mvdl/Zswh3RsFwVzUNbHlhLL0vJO9QLgwjcISWJlIa9qbWK3Vciq2+LDYatQrFBflGhicgXQimvdgSqlILaKelqUDJysoHfjqCuCstudzOEgbKr+Sv/pte0qIs7IxnEMN1YZ5PMyhhd08pVDeqsf+L7VbDIu0VhHGWN9UQ9tMqj/9b+QpWPvUoN8as1SMVG3dU0bRUMFwJyN2M3xKL7VZQdoVwZa2uJYe1nZc0+8rudr80qbWo4lGKSQy9hZTiWozqG+jweQxpUmvh5+3F+3hrGy/ePr744uBxhHbQ4miccfk3JXnL9V79P66mmYSBd+raHUV1zrlP4yPP4qv315mEvqq1OnhLdP8REd7csA6enl7Q6bRcrqtSvNJ6lPwMYigD5vk0g7vkT4pBXbMGRTmZooZFanVk1ZvKIUVNQIX+tHza1boEi7tM5XfOvRcrNu/kVY+UL9bEmAw9EGKFxhuFf4lyRvvw8PCwWDBc9GvZ8Rm577/immabRqQzF0mt+0Oj1eHHK46J1Ak1roXUwZW6zJQ9NPBUFjbHz1cL8HuSaXkKKcLXi2vsq71trXaj0HrQtsIne/Xui/HjxyveWx4SEoJho8ZabKfU6QetjSvD+V/KDZqIiAjEXo5RfFkUsZ9BOmUHDTDsgBmfNlBy+IWzCOo3QNSwyCa1zqo3lcMNu76myfxCIrNcuMKhM7tHSrVbAJg44y5e9Uj5EplZYdd79lJQbd/Ckk8ujSCDzUrBcLENP3tOx1deP/rcH7xCtoR8J7Fr7Vmj3E4RpLTSOqd7WO2tg6sUIjONVTOFzFVqC0rTh2MLjP5tbwi+IXxziw0NGa2OcCS20OKx+vmDOZWcy+Ffjjplg88Qw1xXQ+xRsLYmCuQoZOUZxJfyVikOJxKtlzcz3w7BH2E4EWZ8ykxrMQh7kfI+W7BshdUyHPYgtjdVCprUWvx6rUi08xXXNOHwVfMLiVyeqolSPjRcgbS/8kls0dpLbEhhNf/8ldakWlAYVht4U4X8QrEiizNcvfCHoguGn0i0XQSdiPD5B+IXuT+fLk2JGTHvST6bEa0XZtYQw2hqizSqlOFqaWsCYq4AEeHVta9ZNK6kMnps5boKycnNr7L/GWgOQ29vzDnHn0GVrTYp+ai4M1wLZnzyoFJCJdXLOVW8j7148ihWL56NpbeFYfXi2U6rgzhxxl2ih0WK7U3li5DnwtXcKrs9GObIKLXseVH6ElFO+X9DxBb2EmLYVDWoLNYms/f3y+Uh5MDXq0FE+O8n74myMy4nERERJkXunYnQfirlYQyKKb6RJ0D844qA54u74BqjXBz0Q1Ws+VnsvrM3v1rJREREIP7qZadv8OlzXd/ac9jkb+Oen2XNydWnr+i9nnI9gyoFpBAw5IUJDpmh9Y2jhIfZgQMH8P4r/+C8jvocyRWbd2LijLskDzGYOOMuUcWAFixbge1rljtdZMZaLqDJsTy8EEIkyK1ix2mcHWklVNzC3WhUix8Oyec35Htvq1QqlBXlW1aBVEmzicbXG80HIsLa117jLaihhHBDW7+PEPENMYRtDNvTxgMlREPI78Jnga0ROYnNUviw3FzJqcItQ7rL3QzRuB766mlUQ9ewHI2UhISEYMAwx39rKb2z5cUFonhnheJuYmjuDjM+eWDPbo0joX3m2LBhg1XFWVdD70098OUOFGZnoHfoQIQvW+Fwrp+Y8CmoLlbYtD2I8fzIKKvjXZezWaMTZHxaym8F3EcsyRxCvps1j0VlvQpdOvigSc1voaqBl9WC4T6+0uyMJxeZD0W2h4iICERfusT925Ei985y9GptXOj7g4dN8sOEfheG68Ant9haOK2cZqTY87LYtVrL65rRraN481htk0aQOvT10FfL5Whaf+MTJ05gxVNP45GV641Ucd0RX19fq88gKb2zSi9lxDCGGZ8SYUs0QqXRwacd/6jnlJQUXjmSQvKB5EZsb6qY8PVoCqn9Z81Lwzc3S+yFSUx2FW/jUyhCCmfLhRBlUzG8UoZYM84BoLC6CV06+Fg9xnBKaNboeBUMVyp6r4KQIvdSGJhC1W4v55gPxQZsl0Zo3fzzp0/ijTWrTMo3MOSF7/ys0xEuZNgWNBN7LuGLrceaHIavECdwbF41ZgzrKer1L2VX4qaB3QC0GIrPP/887v+/18zef/rQ18iETCS12nTTG1d1TRp0/WveJiK8+uqryMtMbTMlR1z5GcRwHizn0wzOyI36ITrP5jGGu4ZhYWG8ciR/SyxBlAi5oS6SHiYZrpAfJ/YjrELE/FZbKK13xczJ4/vdmmyE8bqKWEx8lDh9p/cqyF3kXsi9H5lZgZpGy97riIgIJMTyyw8jImzfssGm0JJrjAplYli2RCyPfaPq+n0sRWi+mKSWXP/O9s55RVZKxlg6p7VbKoen2J5U6LUY9IZiYmKi1fsvJCQEI8bcYLHMy9m0Mq58UUREBKKiolquoyDhNz1tXcCQIR/M+FQw1/Kvh3SuW7eOl+Ls+d9+sV0/U0YqJBRvcmWUYOuKVfPSlWgpQWK5ZpvSES3n2E6ICP/9lzh95/OXV+HshYtWBTVqbXiMnYm1fFehpRH0QiaAMheq7oBhpEq8wBqZlriSWyXKeZyBXqzKkTmvzkKqgCPnVMKcK8RQtOW8LKppMojksL/kiNTwFS8TO3zaGbAyicqGGZ88kGsIGxoD4eHhvBRnedXPlBF3k463NjZsebYM4VsDji9Kf1bIuePaWpyDb0Hs1vLvjmIr9I7Pb2i48LW1qJGixyMiIkSrd+eBFq/CuHHWi9wfjRev/JGUCCmNIGSh6t5Be66H4QZQKc8NPKspGE6YGvnOeWKdU+zSHmIj1FDk8xvpjVmllr0C+BuV0dmWUwuUSkW9inl2FQzL+TSDtZj8qJNHsf+L7SjKyURQvwFYsGyFU/IWm9RaGzmSLTeZrfqZ9c0adPBlP7sziM+vxoT+XXkfX9ukRoCftyjXrmxQG3nKlYZGR9DqCF6e4rWvol7F5drwxbAgduucvNZYK4tkeM8ps8fNEx95Fl+9v85sjqGtB7fhgo2PMq0t+C4TNApV9myNPj/sdGwassqMQwv1+WH6cWPodQEcE1pSOnLW7JPasDsnUS1ZMREy5zl6zrvmzAYAk/xIu68jkSvgwE9HbN5/QoSJ7MlfVzKuWmeztlmDwPbirKkY4sI8nwI4cOCAbCGtRdWW8ywMsVU/84+UUkHXVVKIm1Lga2gIDYlsVGlx4MAB0Wq5Nqi0aFApV3685q/8KyF1C61hTwjq2VO/O1wQuzVymUZCFzO2wuRqbUjXnz/9u+J39uUmJCQEw0ZZzg8DjBeqhlgKz3UN09syZ1LLnHIdMfO4reX1SomtW9oeY0zvoRTzvrV0zqizJwHw9wgDLaI/Yv1ufCAibFi/zub9V6/iH8mkljl/PaVYvPJXroyQ0noM58KMTwFYK3eiFBYsW2E1N7RKYBHemOwqkVsoPkImGDGiMDLK6nGtwHa+kNBLHfnpEBYsWCDq5sbVXHHymqRErjxgIsK2zW9azMmTImSnWcN/ASO1l8aR0DsiwifvbeJtMDEsI7bQkpCedyV1dCGImcdtKFLkbBILHfcY6gV1gOseSr55yHywds7Pd2wRnPv56quvOjX/XqNWoSA/z/b9J6Ap+vz16Ohoq/nrUsG0NRhKh8VfmsHShJeUnMyr3Ikc6JvlCvUzxUaf92YpJLq4pgm9OvlBpyOLCwkhRb+JWoy6kK7+onoh3tvyts1ari3v8fNwEUQOU3Ize0KlUqEwP89iTp5KpQLgz+tccfnV6N+tAzxthBHnVzZiYI+OvM4ppdqto6F3GrUKRQXWF2z6BVajSov2Pvzrw0qFtRBjabH+O+rDc0tLS3E0rtDoPalr47XOf3YXzG2s2Bu+LKf3JKHA8TrShr+xWq1CeXGBxTlPrRK40UEEjZVzlhYW/DWP8sOc6I8YYefnz5zCegsljLx9fHHw1z/QgRpEvf9CQkIQEhKCJHWOvc1mMNwWZnwKoP/AwUhNSjAOuzRT7kRu+NTPrLMRUudKFNc0I+rkUWxfs5wz3vRewxWbd2JY77+hVyc/NFgRAEosrMW4fl0EXVctMA/CVq5aelqqYjc37EEsESWdjmwadYBwY83X1xcHI/7AH1fTTd7r1LU7fH35Lzrqm7VILq7F8N7Wa6YKaaHQKAUhXgLDxTnQKvTupkdsft7bxxd7f/4NQT5qkwVbYU4GXn10LrfQO5FYjHvGylv3TavVGXnC7K23x3csCkXIQtXW1V0nk0wapMhpdC7SbQj4+Phi4+6fUVNpmpvaqWt3+AiY84CWOd7byjmHDgjmPY8KzSHnG1pKRNixeYPVe79332AM7tlR8YYiiyhhuAvM+BTA/734ClY++Shn4FgqdyIHqSV1GNIrgPfxlS4QllHVyL+N1lR+Fz/8N6maaJXWzwlb9cwGDR6CxIRrom1uSPGgahSQ9yIkz8ca8QXVGBPcWZRztaZP32AMaObn3bTF5Zwq28angJ8kr7JRkt/QMEyu9Vj73673sPn5xbwMs6A+wRjfr4vRgo2I8OU7rxot9GotlGZwJl98d0gUT5gSln622iCkjVJ41+VWND/12wmLGyuTB84XfD5bPVTjYroI3Xr1Qbde4mwGJRbVWD1njy7teZ+Lj+iWPdNhREQErsUalzByloiXWLVkm9Ra+Hl74ZiLKH0zGLZgOZ8CuPOue3mVOxFK1MmjDovMCPWSuAJ/pvFXDrSl8isVYnoZVq1ey6uWK9AifvXwXbeJIkwkhHgeua5ik15qv3iCmKIjSoevJ89amNz1cGP7kKKEg6MQEd7fslGUenunU0u5z/EXRmlbvkhH7ldHISK889YGKzmN4hvGVQ1qwfnhYiqduoOoik7HT3RLqKicmLU27dmosVWihO+4Kf/LWVDphus8KVHCZiHDPMz45IGht2fijLuwee8x7Dmdgs17j4lieMqloOsuEMimyi8gjSdQzDPOu/d+bPzoS5ubGwcOHMCCBQuQnpzg9DEjZhdK/WAQU3RECNbDq+V/HOrD5FoLYejFMISEGxtiGO4IKKeoekREBJLjroii7llY1YTS2mZewijXPWLy/+bWSC2x7p0RUmC+ukEtiVCWYakHaxtKKpUK+fm5kmysWENIH4kKAY0C6kkrtUyR2KJbepRea/NKXpXcTVAEbWmTmNECC7vlwZnUMtwztrftA+3AWrioM+qHugsLlq0wyvlUUkg0X1JL6jBt9t0YOPEOq8dZU102HDPKXGY4DzFFR1wBIUaemKF3ehzNI5UCvefDUoixPp+sQaWBvw+/x6GWiJcwyuGrhTafG0pI4WpUWfecnUgowd8n9+N1rtpmaTwzl7JaPEitN5Ra5+/5+vri2MmzOBqVYnKOTl2742pBAwb2EiaA5Wy/tZRjwpZyr1zjUQrRLVeotZlWXIfxArUm3A1z97RYtK2YE9eCeT55kl/VaLPmlj3IFS7qTnjAg1P5teY1FPKgkaDKhk2yy63nhOpJSUlhY8YKRCSKF06KIeDI4s7pu8MC2ipFCQde17Xxvt6jYskTpveoCCkpJSSUr6xOfE+bOy2ohJaE4BPW3Tc4xKSuqmFt1bh8YakDUozcOgXkQSuNkJAQjB8/3npNXAHnk8qbKiZ8Q3nljh6REiWmajCkh3k+BSDF/R/UbwDy0pNNduWVpqDrCthS+a0VIAxxKrlEjCYJxoPH0jIsLAxxcXE2xwy11FoRDSlLf4hJdnmDVS8cX+9nUmEN+nbmL5ghFCGbWbY8Pi3ns35CvgsYe0qj8MkjtTec1xH0HpVfL6WguKbJ6D1Dj4paQKmlP34/YVMYRUpc4y7kR0ltk+2D/oKviq2tYS40b1BsqhWct+fhAah4qLgbahMokZjsSkwe2E22EkZi4662p6V7etnC++RuGkNimPEpM+4QLio2QssZ8DWKTiaVcv9vribo3yf/g3tfDI+FPcaarc8QgHXr1mHBggVszFigQaWxqubKt+SCWKViDDH8dYWogjozhPi3pGLcPaaPIBVPa+UWhJatEZuQkBCENfrBv7LR8kE8b1Uiwta33lR0KJ8rYcvjXFGvQtcOPgD4h3X/niTPxiFflLyJRyS/cS4G6aX1mDywm6ASRraEmyrqVejs7yNWEwEAcmtFaWW2ai3d02dP/YYhDwlXpm6N649k94WF3fJEaKL+r0d+5KVgyydcVA6u5FbJdu2MsnpBx9sOYTL+7SyJPB04cEBgS+UJhwkPD8f+/fv5jRkZ1sG28oqkRq2y7oVzVriVrTBZw80Qa/ANIRZrLNY0ttxP59P5q00DLXmk1sId3QGNWoX8vFzRQvmUbIjYi5ilVvTRKnKFdcuBS30Tl2qsdZKLrQtvXciocFJLnEd0lnU1XqEI8epbu6c/2PKWW93TDFOY55MnsXnVGBsSaPWY+mYNOvi2w4EDB/Ds44s5z4veuFmxeafZsFBb4aJyoJZRFa9BJW0+jCWRpzfffBPh4eGSXFPsiTQ8PBxNfSfYuKiol+TN+fQyzBkln8Hh42vdCyck3EqoF77pL+VJS2GyQocBkXWPj6H3U+x7VuMGHhCx8fbxxdGTZ+HZXOvyoXyA+OF8REB8fo24J4Vyw7qVSHzkWXz1/joseXEDRk26Rda2uJIBwSfc2N0Qe44XEi1j7Z4uLMgze0+bG9tCn9EMZcCMTwHYmkcbVFp08G3HW42UYR6pn1eWRJ6Sk5MFnadBZUPi3o7vwSfnUxCiLy5tn1ClADl/sdRc00rrENYrgPfxpbUtobqWwmSjsysxNMj4fNYWi4a7w7ZCiC9lW9+Zl/9XUS5CPJB9g4PRO7A9r1A+m9eV8EdxpYW/JfRfwVZYt85D/qUMn5qNJbVN8PGSLuCMT264qDh5ze8qQzq/qsFknncWfO57IfOd0Bq2fLF2T982dpCJ4WlpbMcXVGNMcGdJ2siQDhZ2KyL6G5qpkSobSzVBhw4dKug8Z1LLxGwWAHHD8NwlpM9WKQgOCb5uk4AaelwzBCjt2qpFqhIQQqwPl7VEUqH1sDKG82lS62zmmhnCZyGoHytC0xeUjrWw7j9S+IWwG9IssqcrloeK7okE2/moOTxVzwHTKc9ZyqFyGYGukk5dVC2uXoCQ/s6zlttuBzkV/MejUCzd07379DU51tLYjs+vQUGVuN+ZIT3M+JSAsLAws8aNuyrY8snxuSRyboEjLFi2wkitT+9VWrduncwts43cO79CCpq3RQzDZPkUNre1WPT9K4T4rT2HTf427vnZ5cI8XYHIP/9wakmbwmr+iq9l9fwXtfXNbaech9CSLfZsKtkiu5yfsV9vI2KmWSNsQ0KPGOWlhF9UulObvdxf16trQ2NbKCoeY0dIhJWYOdx8aX1JW2M7qUj8UH+GtLiM8bl582ZMnDgRAQEB6NmzJ+6//37BYZKS89fEuG7dOrPGTWs1UndQlQOAtJI6yfM0xcSSyNP8+fzU1aJOHuXEpJ68/3aLYlKK+HlF3ikuqOK/UHYn+JbpESKMwnexKKaQj9xiUEqHiPDJu29Z9EQLJbmIv7eZj1iH3JtP7kJZnW0jXiqjjY/32p5cPCGbXq5MWkkdfrpSIHcznIqQKCY+w1bpUVHR2dedFU1qrc2xXV6nUrzKNcMYlzE+//jjDzzzzDO4cOECjh8/DrVajVmzZqG+XnmhReHh4bwUbM+miR+2KQdaHTl9UZtRVifo+GaN8W7zxBl3YfPeY9hzOgWb9x7jrS7cWik3MyUR29csN2uAShmuwgex63y6E0IXlqeS+YX1CQmTlWOx2Oxmnmtrv2NmWT1vAQz9aSIiIpAYdxmAOGGLQjxyR+MLbR6jE9kgYtODZf4XnaeozRpr6tm2Nr306sy2FLhdgXge4c1SwWfTQgrk3HSS4tJC8kgvZJTb3NBVa0n0MHqGtMifpc+TY8eOGf17z5496NmzJ6Kjo3Hbbfzq9kmN4e3ER8E2X+TYfFdALHU1W/ltrTmXJqxshCUsKeUyMSnXoqimCWoN8ZbPr7VZzqcFX55Ku3yEhDw8PFCv4IiCpMJajO/XRe5mGNFavOl8ejlmjwzi9Vkiwuuvv25S8NxZtTv5TI1yRlNUCgxtdXU0WsLlnEqM6mtd5d4Z2BIS4qsGbK8YkXIUdOXdLom4Voy/T+4n+nnbmuGUWsLfeVBSVWtzQ5eln7geLmN8tqa6umX3q2vXrhaPaW5uRnPz9Z0qd1D/c3UuZdle7EvxKwnJq7KGJaVcS2JSKo0OPu08Rdu5bNJo4dOOX8ACG+2W0WiJV+RBfH6NkZIen0UYH6VdPh5Sbx9f0T0vrjAm7C15YG6BzndRV1zTjIM//4KoqCjuNUslbeREKuVJPhRUO3+z1BXGqzOwpJ7NVw3Y19cXR4/9avYctjB3X4lNW/+dY/Pk8+bKgWFYrS1sjW1meLomLml86nQ6rFixAlOnTsWoUaMsHrd582Zs2LDBiS1jWOPAgQNY8cpaFOVkIqjfACxYtsLlvIVB/QYgLz3ZxFtlSUyqpkmN7h3FmxyPxRXhbxND+H9ARIeN0vdupG6emGUM+HpI00uVl1YgNRcyjPuEr9fF3AL95ul38LomEeHl1a/C09OTC1EETD3RUlDdqIaAOxpFMhiBjBbE9gDyOZ9hbnhrj7wh1ja9HPHqm7uvHp602I5v6zgV9fKHQcuxAaTwR68ghIp9EYlXOo2hHFwm59OQZ555BvHx8fj222+tHrdmzRpUV1dzf336sMErF1Enj2LBggVcrmReerLFXEm5yDWTo2koLrR68WyMnTyNl5iUnohrxaK2UXDYsgxPrSZb9U8VgD2GtNhlDPgICYkdmi/nBgLfRZvhAtNWKRrD46yJN9m6sj5s0dDw1J+3da7u1dwqXt+DL0K9HrYW4O60UFUSfMei2OcTIzf8118jEBN9SfA5HFXQdZWx2FoTwhpZPFWN5UPZvZ4psARUk7pthSS3FVzO+Hz22Wdx+PBhnDx5EsHBwVaP9fX1RadOnbg/vjvXlm5dW5LTcnuGimuUq0RqLVdSavj+LmdSy4weQq3FhfLSk3F43y7cvegfNsWklEKpDAIJfA1koYu3vEr5BJxkKWMgAXKqHNpTpseWwV9WpzI6rvXi+vL5P3hdRx/axaekjRK8L9YoEinFwF0RuvjVI/bmk63zNWu0gtSzLUFEeOON1+HpabzcM6vA3Wp+sHRfRURE8P+iLsDVXP4bQGKXG3O1ZwiDIQYuY3wSEZ599lkcPHgQv//+OwYMGOD0NiTaKNJe1yzvouS3RP5S086u1yg0V5IvBw4cwCuLrnsmHfWkarTX22jJYI6NPG2XUq6zSSupQ32z7d9ZyK6vnJxOEU8dWqjSNF/vQyGPkEh7cxrbGrYM/kaVFh9+fQCrHrodX7+/3uwCfe9H/D1UYpa0kQo+G4x6T6pa6/qLWqUszMXefOJzvsTCWptCQmq1ipdXPzc3l5dXP7ei0eh9S4bvG2+8LupvUy6Tiqy9XM6pEu1ccqviO5uSWtf6rRnS4DI5n8888wy++eYb/PjjjwgICEBRUREAIDAwEO3bt5e5dS1EZlZicM8AuZvBi0tZ/BO+xUBoriQfDhw4gAULFnAGoj6Ud8XmnaLkkkplMDuLNJ6KctFZlbh5cHebxyljGeh8+CrTAvxyNH9PKsGcUfwUWJWOlBsXhp4hwNjgp8mLcSa1FN998g4Ks9Ph5dXO4gK9vEbpYXL8SSnmrxLJp8aoUow7paLvHWtj0R4xKj7nSyiosSm2UlRn+/7z9vHFxYuRyCssMikZZU6wRV9OxJrhm5ubB5VKJVokxYnEEklUZOXEXBqPOfiIygm5T+W4pWsECOO1xSoPDFNcxvj85JNPAADTp083en337t1YunSp8xvEEMSCZSuwfc1ybgFvK1eSDxs2bBC97InhvC2WwXzgwAFs2LABiUnJNoWW5HhwVPIobt+W4atMyxchtR+VTh3PEjR8MOxeWwb/kw/fj1O/n+AW8FqtBkteehNDRo83Omenrt2h83SZxxxDYRRWNWFUn042N58AoIFnrjufzSxDbImtEI9AipCQEHQP6oNsjwKbx0ZmtijSWzN8F88YA19fpjJqjSo3ea7yWZNcK6jB2JDOkreF4T64zFO5re7Q6kt1ODtMVmwmzrgL+/fvx8rVr6EwOwO9QwcifNkKiyGrfPKWUlJSeHkmhXgLDBHDYNbnjUrlnXUmUmh9ukIIKl9lWldA7mmUr1qorXDDrJJqfL/zXSP1zjO//ICZDzxqNrdfzhIlDMeIzuZXi1cIQu6D2oYmm5tPQs7JZzNLCGqd7TlUyOg3PNaS4avX2yirtd1Wdu8xGIzWuIzx2VY5m1aK24f1EjXHQC7Cw8PR1HcCr2N/T7KdvxoWFoa4uDhRQ3kNl60TZ9yFFZt34sCXO3gZzOawJrSkFOOTb+iUFEuIpKIaCc4qPkzq3TxCxoRWp7NaqsbQZrQVbngl8hzSE3iGQZJ4dX4Zzie5yL7NQ7Hw8fERdfNJ7M0sOTeUbIrLERBf4F41LOXob6nKPDEYcsGMT5GpalChs7+PaOcrqlZ+crZcD79169YZ5XyKEcrb+qtMnHGXQ0aiq+eNSo07iKIw+PHldz9aLXLf3EpS35LBT0R4a+1yXjm4AKCyoVLOcD5Nai38vL1EPy8fwS+h8KkzKLQElpI3s8SOMku1M/KIcR0iQoNKvBQHBkNuXEbt1lX49VqR3E2wSV2z+JNYSY14RjLfh194eDh2/+db2cqetK4Bak5pN6jfALNqgY54Z6WAhUYxpISI8PG7b1tV9+Sr+qhRq1BckM87bFEKr0FBFRPNcISzqfzUpoXOSieTSm0fJAERCeLWc+abP8oXsQ1KKdYQroIcTsgLGRXIKuM3P/L5pWsa2+7vx1AGzPMpMq6wyc63XmKTgDzTawXyhE/efd/98Bk8RbTzeaBFIGj1K2tRlJNpUSCIby6nFEJLgPiLiZQS28qYroLceY3OJjavCmOCO8tybb59HRERgfSEq9y/HVEL9fbxxacHIpCWUwBtK8+5ubBFKfQCsuysFak05LpX+JZbyCmXvgwF3zxka4gpvAUAx+KFbWKL8R2EcDSuEAsn8VOnZRGjyiMuvxqjgwPlbgajDcM8n20QvguOtpgn9eOhg1iwYAHy0pOhVjVzRmVrr6a1XE5D9EJLYntnm9Ti7nLIocxHAHIqxFvEtzWjU098vnx5s3zyhYkIr7/+utkIAJMi9zx/xF69+2Igz5qceTJJ+8dHnsXLC+/AxbOnZLm+OyD1M4iIjPKQnSFsmC+y11xHOlG/A59Pu0KgjOYvTwBfdXEX+EoMhtvAjE8XQGxF0La6SOfD5rc38jIqheRyhoeHY/PeY9hzOgWb9x4TJSz4al6Vw+fQ0yhyiJewa/Mb2yW1thehdc0tBjTbabeMHLe+Rq1CTk4OrzBZvvmZQuawDB61V8XG0Kh5f9ObbVatXekY1tvUe+KlRuzxuP+nX5z+HQBAy9MCdXTo6zdx4iPPCvrc95fykFxUy9uLXC1TaRQ5Nw/5IFYtVwbDEBZ26wIkFoo7OfFWN+X51HCnyYlv+RaxaoDai0ZEoR6+iwg54RPWHZlZie4dXafsSVvB28cXh387g98up5qM29Zhshcy+JfVUPIeg6FRk55w1a7wYoZ0XM6t4uptGpbrMSdYpWSICNs2vcnrO+j4WoE8D1Pz3Chy5PnS2jPdWiHbFtHZlbyPdZdIL7bPxXAFmOfTBeA7yTMcp1cIP4GgBctWcF5R/TGWcjmVnh/mCs8qvhsh+VWNLl8TV2rs9SSYg69whdqvK68w2XyZQmTFxNCoAcyLKzHkpa5Jw20Q6HQt84VhHrKjiHmPWYPvdyAACTLpMgjZJcptJTomh2eaYT9CVZ8ZbRdmfJrB3dcIfL+fXLu/fLufTyimUPgalfoaoHxyOYXsvvLJT2v9gG4LCCk5lFToPuJJYpNX0SBqflhkJn9PZVtBSqNG6bjKs1O/QcAnD9meczsjj1Tod+Cb+yxmJFOzRthGYLaBwJRSN3FcIVJILqLY84DBE2Z8Miwi9yRvixMJJaKfc+KMu/DKe5/yMionzrhL9FxOPpxPNy1O7gi8o7EUPh4AefNXhSBESVpMDv4sT36Y2KH5Sh2JUho1DOuU1PDfjNSoVSgvLuBdrkcIzvLWSfkdxKKiXm33zarUTRyl52jKCfN8MvjCcj7bIHzXP0lFbdODNGnGXRhzy2zJzh918ij2f7HdaikXhn2kuEhB81PJ4m+c2MIdctz0KNWI42MQtC4FwxCHXAEh294+vti4+2fUVJpu5Jkr18MXZ95jQr5DvYC6nGLfWvYYJIabOK11FVx1zmIwGNdhxmcbhK8XQo7yG+4O3/qgDOUgRc51Rb3z7y1DjwzgWK1NwSjTVhQdqYwahvh069UH3Xr1sXncmdQy3ud09j3G9zv8ElcE33auE+jmDps4cgkx8r2uhmmJMGSEGZ9tELF3NuV0QijUAWIRa/VBhRifOW0w71MuTiWXyt0Em9iqZedungQCoBZR8dme61uCr0FgiBDPlBzIJlYjALlD7pV+j7nSo5Jt4khPVjlbQzDkgxmfbRAXWmPaJNnFQoOF1AdlKIPSWv5iR3JhS9jDHk9CfORZfPX+Oix5cQNGTbpF9DY7QiXPwvGugtI3OGLzqhDS1V/uZlhF7g05d/DWAfIZqURk9Bvas4mjJDwUXQyKf+kdV9vgZ7gGzPhkuDRyLziEInd9UEeQ09PEsI6ttCqhnoSCqgaH6uu1RuyR06SWN2RM7GVldaM8KQ7ppfxzpLOZp8Qq7uKtc5ax0Xpzq9LN0nzcqf65XAgREWO4Fsz4tIE7isPwfbiI/d1dJcdAyofvgmUrjHI+rdUHVRq/J/EXyWmL5WDkJJFHWKQQT8IPP5qq4kqeF+pCuMuysqCK3+LOXb6v1IjprVNy5IGjtC5HM3LiVN6euLYKX2NW7G6Us252RYN7RbgwruM6GegyoBeHyUtPhlrVzInDRJ08avVzKo1rGFnWsPe7W4Ov8VJSo/wwR3sRUh/UlUkrcQ3VWXehRMTQYCLCv957W9T6ekpbV8ZHnsXLC+9AfORZuZvSZlF6nqucOKtWqFw4qxxNW0TsOqT5AlSkxUbpocsM+2HGpxWsicNY44foPGc0T1KEfHe+U11ZHb9dLFviKVLTLPHmgVz1QZ2JnLulDMeIu3gaKfFXFFdfTyzcfWEvBXy7SKPjP3emsg0qi7izcWZYjgYQZ3NLidSJvLnC1xATEkqvdDzttD31m4unfv9N3AYxRIMZn1Zoy+Iwbfm7i43KRcKNnU1UZoXcTWC0wlCx0xC9Yqc7LBDdeWEvNwmF/FVx7V1Yujvubpzp77/Wm1unfjshc8vEJatM3NQTvmG3zSLnw7vaqDPcXHx7wxtuc9+4G8z4tEJQvwFmF2GuIA5jjWs88sPc7btHnTyK1YtnY+ltYVi9eLZD4cNCaYtzH5/v7G4CE+4AH8VOe1CK+Ia7L+zlpqaRhdI6iiXjzNFNEiWkA1nb3Nq8cb2o96G7hdbzDafViBx2KydRWZWCP2O4uXglJhoRERFiN4shAoIFhzIzM3HmzBlkZ2ejoaEBPXr0wLhx4zBlyhT4+flJ0UbZcGVxGEcR8t2LqpWtSKbPX9V/B33+6orNO11ePIrBEBO9YqeqrgpNrUKnXUmx0xKGCxPAeGHvToJKqcWuVYKK0YLSa4U6irXNrfz8PNHK0ZgTNHLlfgOA+Hzl19oVE3vq9hpuLup0Wnh5eeH111/HrFmzXP73dzd4G5/79u3Djh07cOnSJfTq1Qt9+vRB+/btUVFRgfT0dPj5+WHRokV45ZVXEBoaKmWbnYZeHObAlztQmJ2B3qEDEb5shdNz9PKrnJ/wLeS7y52jaQtr+auuaHy6ws6mUjxdDOF069UH7UOC0agSz1OiBMeimAt7pZcdscdjwJAfd6kVaglr5WjuvWkY4qq8RbmOudB6d9pcEoNihZcxOZFYLPgzrTcXtVotoqKiEBERgdmzZ4vZPIaD8DI+x40bBx8fHyxduhT79+9HSEiI0fvNzc04f/48vv32W0yYMAH//ve/8eCDD0rSYGczccZdshso9c3yiLco4buLActftQ2TuWe4O+6+sGe4Pu5SK9QalsrR+HftClQ5rgPQ2vulD613da+x2ORWyKdiy4faJmEh/JY2Fz09PZn3U4HwMj63bNliddfA19cX06dPx/Tp0/H2228jKytLrPYxGA4T1G8A8tKTTbwdrpq/KgWiiyO0MVvWnWvyiYVaK++gaAsLe4brI2atUFfiYoY4AnRtJbSeYYylzUWdTofc3FyoVCr4+rI5XinwMj6FuKu7deuGbt262d0gBkNs2kLubtTJo9j/xXYU5WQiqN8ALFi2wi281q6AO+YXiY1SQvPb6sKewWgLuHvOLMMy5jYXbxrYDV06+KBnz57M8FQYggWH9JSUlKCkpAS6VnW9xowZ43CjGAwxUUrurlQoUVCpLTk+WX6RbRrsEI9guDcukLrOcDFYaH3bpvXm4pgRvdAjgP3eSkSw8RkdHY0lS5YgMTGRu8ENPUpaLVtkMBxHbE+eu+SvmsPdBJVcCZZfxGDYRwKPkl8MhhBYaL34uHIZKvYIVi6C63w+/vjjCAsLw7lz55CRkYHMzEyj/7oDTKlTXvSevLz0ZKhVzZwnz5m1OV0JJqgkH1LV5GMwGAyGcLr16oMBw0ab/HXr2VvuppngCrVINTLn6vPFXF+6sN3s9gg2PjMyMrB161ZMnjwZ/fv3R2hoqNEfg+Eo1jx5DFOC+g0wW7RbTkElV94t5Yu1gun/2/WeS/eBCzedwWAwFE9rrQClPi+aNeKV3NIjttHtKn3JuI5g4/OOO+7A1atXpWgLgwHANT15USePYvXi2Vh6WxhWL57tVC/tgmUrOAMdgFsKKikRPvlFDAaD4Y5oWdKuQ5jTCmgLSGEottW+dGUE53x+/vnnWLJkCeLj4zFq1Ch4exsXBb733ntFaxyjbeJqpVHkFvxxd0ElpcLyi+SBlbVhMOTnSm6V3E1wWdqyVoDYAn3W+pKhXAQbn+fPn8eff/6Jo0dNPTtMcIghBq5WGkUJgj/uLKikZNy1dIdSo5ZYWRsGQxlkl4tbG7ot0VZrkUphdFvry1kj/yZW0xkiIzjs9rnnnsPixYtRWFgInU5n9McMT4YY6D15IYOHwdvHFyGDh2HFll2K9eS5Ypiw1CjVeGHwQ6k/HwuvYjAYroy7agUU1zTZPEZsgT537cu2gGDPZ3l5OVauXIlevXpJ0R4GA4BrefJcLUzYGbC6jq6NSgKRCUdpy6FqDAbDPXDXWqS/JZZYfd/QUGy9VrJ3HrfVlyqVCoCfoHMynINg4zM8PBwnT57EoEGDpGgPg+FyuFqYMIPhirTVUDUGg+E+tFWtACmMblt96evrnn3pDgg2PsPCwrBmzRqcPXsWo0ePNhEcev7550VrHIPhCjDBHwZDWqTYNWcwGAw5cFetAGticFIZ3e7al+6OBwkMih4wYIDlk3l4ICNDuXluwcHByM/PR9++fZGXl2fxuGaNFvuj853YMgaDwWBYQq1qxgv334zqijKT9wK79sCOQ3+6rceA4RowFWZGW4aI8Mbj9yIjMRYDh4/Bm1/+JPuG4MwRvdAjgD0XlIhgz2dmZqYU7WAwGAwGwyyuEKrGjI+2C1NhZrR1xC6hwnBvBKvdMhitiTp5FKsXz8bS28KwevFsRJ00LcPDYDCkIz7yLF5eeAfiI8/K3RTJ6NarDwYMG23y161nb7mbJknhdIbrwFSYGW0ZQzE4AJwYHJsHGZbgZXxu2bIFjY2NvE548eJFHDlyxKFGMVyHqJNHsX3NcuSlJ0OtakZeejK2r1nODFAGw0kww0d+mPHRdmELb0ZbR+wSKgz3h5fxmZCQgH79+uHpp5/G0aNHUVpayr2n0WgQGxuLf//737j55pvx0EMPISAgQLIGOwP2zODP/i+2G4mA6NVeD3y5Q+aWMRhtA2b4yAszPto2bOHNcEXEipZhtTYZ9sDL+Pz6669x4sQJqNVq/P3vf0dQUBB8fHwQEBAAX19fjBs3Dl9++SUeffRRJCUl4bbbbpO63QyFUJSTaVY6uzBbuPAUC99lMITBDB/5YcZH24UtvBmuiJjRMnxKqDAYreEtODR27Fh89tln2LVrF2JjY5GdnY3GxkZ0794dN9xwA7p37y5lOxkKJajfAOSlJ5uUP+gdOlDQefThu3ovqj58d8XmnZg44y6xm81guAWs9qW8sBIwykAusScpahcy7IMJfvFHTHEgVxCDYygPwWq3np6euOGGG3DDDTdI0ByGq7Fg2Qojo1H/3/BlKwSdx1r4LjM+nU/UyaPY/8V2FOVkIqjfACxYtoL9DgqDGT7yw4wP+bFHaVYsQ4UtvJUBUxvmj2G0jE6n5aJlHHlesFqbDKEwtVuGQ0yccRdWbN6JkMHD4O3ji5DBw7Biyy5MnD5H0HnEDN9lOAYTkXINWLiT/OiNj7f2HDb527jnZ2Z8iICt3DShOc9iC3TxVWFuC4rUcsHy3vnjamkC7L5xTwR7PhmM1kyccZfDXjGxwneVgKt7DZkX2jVgXhdlwHb9pcOWR8seL44c9QiZZ046pPDkuSv2RMvIGc7M7hv3hXk+GYpgwbIVnJEDwO7wXblxB6+hkrzQTITKOkqufcmwDtvRt40tj5ZQL45cAl3MMycdrubJkxOh0TJyl/Fi9437woxPhiIQK3xXbtyh9ExQvwFm1Rud7YV2B0OewTCH3Is6V8CWoWiP0qwchgpTpJYOpjYsDKFpAnIaf2LcNwT2+ysVwcbn448/jtraWpPX6+vr8fjjj4vSKEbbZOKMu7B57zHsOZ2CzXuPuZzhCSjHa+iIx1ApXmh3MOQZro8UHkq2o28bW4aiPV4cOQwV5pmTDpb3Lhy+0TJyb5qw+8a9EZzz+dVXX2HLli0ICAgwer2xsRFff/01vvzyS9Eax2C4GkrIXXW0bI3eC33gyx0ozM5A79CBCF+2wumbAUox5BltFylyjliOmm345KYJzXmWQ5mYKVJLC8t7lw45y3iJdd94gN1bSoW38VlTUwMiAhGhtrYWfn5+3HtarRa//PILevbsKUkjGQxXQazSM44ghmCQGCJSjqIEQ57RtpFCnIbVZrUNX0NRiNiTHIYKK8UjDa1FcJjgl7jIvWnC7hv3h7fx2blzZ3h4eMDDwwNhYWEm73t4eGDDhg2iNo7BcDXE9Braq5rrLh5DJRjyjLaLFB5KoYs6OZUm5UQqQ9HZysTMMyc+TAFVeuQ2/th94/7wNj5PnjwJIsLtt9+O/fv3o2vXrtx7Pj4+CA0NRZ8+bPeJwRDDa+hI6Ky7eAyVEv7LaJtI4aEUsqhr64tsdylh4y7fQynIUSqnraEE40+M+4YJDikX3sbntGktN3dmZiZCQkLg6cmEchkMqXAkdNadPIZKCP9ltD2kCjsTsqhji2wGwxiWL+082KYJQ0oECw6FhoaiqqoKkZGRKCkpgU6nM3r/0UcfFa1xDEZbxZHQWeYxZDAcQ8qwMz6LOrbIZjBMYfnSDIZ7INj4/Pnnn7Fo0SLU1dWhU6dORg9CDw8PZnwyGCLgaOgs8xgyGPYjd9iZsxbZbTWnlOF6iB2NwMY+P1g/MaRAcOzsSy+9hMcffxx1dXWoqqpCZWUl91dRUSFFGxmMNodUtTYdqf/JYLQl+NbDExtn1aNsnVMqxnmlqInqbrA+sg8xa3pKMfbdEdZPDKkQ7PnMz8/H888/D39/fynaw2AwIE3orKP1PxkMhvQ4S2lS7JzSti6QxAfWR/YjZjQCy6fmB+snhlQINj5nz56NS5cuYeBA11LOZDBcDbFDZ8Wo/8lgMKTFGSG/UuSUsoWqbVgfOYYoCqgsn5oXrJ8YUsLL+Pzpp5+4/583bx5efvllJCQkYPTo0fD29jY69t577xW3hQwGQxTcpf6nq2KYOwOA5dEwLCK10qTYOaVsoWob1kfKwJVEi+TMt3SlfmK4HryMz/vvv9/ktTfffNPkNQ8PD2i1WocbxRBO1Mmj2P/FdhTlZCKo3wAsWLaCebMYRrhL/U9XxDDc7tt/bwE8PFjoHUMWpCgjwxaqtmF9JD9SlVCSAjlDtF2pnxiuCS/BIZ1Ox+uPGZ7yoM/ly0tPhlrVzOXymROTYYIzbRepRIwYtjFceGYmxSGzVegdg+EsxBRu0X/OGQJJrgzrI2Ug9tiXEnMh2s7ClfqJ4ZoIzvlkKA++uXxMcKZtw+p/ykPrcDtDWOidNLDyAObR98viF94wG/FgT06pswSSXBnWR8pA7hJKfJE7RNtV+onhugg2Pj/88EOzr3t4eMDPzw+DBw/GbbfdBi8vL4cbx+AH31w+JjjDYPU/nU/rcDtDbIXeMSNKOExR1DyG/XL028/x5pc/idIvbKFqG3fqI1efk6TOpxYDJYRou0I/MVwXwcbnBx98gNLSUjQ0NKBLly4AgMrKSvj7+6Njx44oKSnBwIEDcfLkSYSEhIjeYIYpfHP5mOAMg+FcLOXOGGIpj4YZUfbBFEXNI2W/sIWqbdyhj9xlTlKyAc3yLRltAV45n4Zs2rQJEydORGpqKsrLy1FeXo6UlBRMnjwZO3bsQE5ODoKCgrBy5Uop2sswA99cvqB+A8zmnDDBGQZDGiyF2xliKY9GzpwfV8UwXA24Htbc1nPqWL+4BvGRZ/HywjsQH3lW7qaYxR3mpNYGtNLuAWsh2sV52SzfkuEWCPZ8vvbaa9i/fz8GDRrEvTZ48GC89957WLBgATIyMrB161YsWLBA1IYqGbmVZvnm8i1YtsIo55MJzjAY0tI63K6qvBQNtdUAgA6BnRHYpTsA09A7uXN+XBUlhKspEdYvykfpXkV3mZOERADI4SFt/cwgIux880XkZ6aiW68+aOft45R2MBhSItjzWVhYCI1GY/K6RqNBUVERAKBPnz6ora11vHUugBClWSmZOOMubN57DHtOp2Dz3mNmRWT0RmrI4GHw9vFFyOBhWLFlFxOcYTCs4Kg3oluvPhgwbDQGDBuNcVNvx9Q58zF1znzcMGUG93q3nr2NPqNfIOkFigyNBYZ5mKKoeVi/uAZK8Spamu/cYU4SEgEgp4fU8JlRV12J/MxUAEBOWqJL9TdDPjw8PHDo0CG5m2ERwcbnjBkz8I9//AOXL1/mXrt8+TL+7//+D7fffjsAIC4uDgMGDBCvlQrGmoiPM+FbQoWPkcpgMFqQYwHCjAX7YOUBzONovyg9FNQdUEpYtKX5zl3mJCEGtBI2A5QyLto6Bw8exE033YTAwEAEBARg5MiRWLFihdzNcmkEh91+8cUXeOSRR3DjjTfC29sbQIvX84477sAXX3wBAOjYsSO2bdsmbkv/4l//+hfeffddFBUVYezYsfjoo48wadIkSa7FByWI+LASKgxXQ+5Qdb7IIV7DyjLYhzspioqJI/2i9FBQd0EpYdGW5jt3mJOECPkoJcRYKeOiLfPbb7/hoYcewttvv417770XHh4eSEhIwPHjxx06r0qlgo9P2w2hFmx8BgUF4fjx40hKSkJKSgoAYOjQoRg6dCh3zIwZM8RroQHfffcdXnzxRezcuROTJ0/G9u3bMXv2bCQnJ6Nnz56SXNMWfJVmpYSVUGG4Eq6yWSLXAoQZUfbjDoqiUmBvvzDlYOlRirqptfnOHeYkIQa0Eow+pYyLts7PP/+MqVOn4uWXX+ZeCwsLw/3338/9e/369Th06BD+7//+D2+99RbKy8tx991347PPPkNgYCAAYOnSpaiqqsLEiRPxr3/9C76+vsjMzERubi5eeuklREREwNPTE7feeit27NiB/v37AwCioqLw6quv4vLly1Cr1bjhhhvwwQcfYPz48dz1U1NTsWzZMkRGRmLgwIHYscO5kZf2INj41DNs2DAMGzZMzLbY5P3338eTTz6Jxx57DACwc+dOHDlyBF9++SVWr15tcnxzczOam5u5f0sRqqAEER8leF8ZDL64ymaJnAsQZkQx5EYp3h93RyleRVvznavPSXwNaKUYfUoZF22doKAgfPPNN4iPj8eoUaMsHpeWlobvv/8eP//8M2pqarBs2TI8/fTT2LdvH3fMb7/9hk6dOnFeU7VajdmzZ2PKlCk4c+YM2rVrh7feegtz5sxBbGwsfHx8UFtbiyVLluCjjz4CEWHbtm2YO3cuUlNTERAQAJ1Oh/DwcPTq1QsXL15EdXW1S4QE8zI+X3zxRWzcuBEdOnTAiy++aPXY999/X5SGtUalUiE6Ohpr1qzhXvP09MSdd96J8+fPm/3M5s2bsWHDBsHXEmKj8lWalRIleF8ZroWcYa+usFmilAWIs1Fy/TuGc1GC96ctoASvYluZ7/gY0Eox+pQwLhjAc889hzNnzmD06NEIDQ3FTTfdhFmzZmHRokXw9b3+GzQ1NeHrr79G3759AQAfffQR5s2bh23btiEoKAgA0KFDB3z++ef/3955h0dVpX/8OzNJJr333gghdAhFUAFFmmUhuGsXXKyoLIK6WFjAxlpWwYZiw8V1LUus+wNjAQFZICShhwAJkELovSUhOb8/4lxmJlPunTl37r0z7+d58igzd+49c+ecc8973vf9vkK47SeffIK2tja8//77wvj66KOPEBkZiRUrVmDEiBGClo6JhQsXIjIyEr/++iuuu+46/PTTT9ixYwd++OEHJCe39+0XXngBo0erZyPfFqKMT5O71/T/9pBzcjpy5AhaW1uRkJBg8XpCQgJ27Nhh8zNPPPGEhbHcpUsX7N+/n3vb+g0brajHRg3eV0I7KB32qoXNErUsQHjjyLik/D7ChK8YI2pBaa+it853rqAmo0/pfkG0G4z//e9/UV1djeXLl2Pt2rWYPn065s+fj//9738IDg4GAKSnpwuGJwBcdtllaGtrQ1VVlWB8du/e3SLPc9OmTdi9ezfCwsIsrnnhwgVUV1cDAA4ePIinn34aK1aswKFDh9Da2opz586htrYWAFBZWYm0tDTB8DRdW+2IMj6XL19u8//VjtFotNiZ8NaHpRq8r4R2UDrsVQubJWpagPDCmXFJ+X2ECU8YI570spNH3zHeON+5Axl9hDU5OTnIycnB3Xffjaeeegp5eXn4/PPPhTRAMYSEhFj8+8yZM+jbt69FaK6JuLg4AMCECRNw9OhRzJ8/HxkZGTAajbjsssvQ3Kxt9XaXcz53796N6upqXHnllQgKChIWkXIRGxsLg8GAgwcPWrx+8OBBYVfBl1Ha+0poB6XDXrWyWeJtCxBHxiXl9xHmWBsju7dtxH8/eRfX3n4f+lwx3G1jxJNedvLoi8Pb5juCkIvMzEwEBwfj7Nmzwmu1tbXYv3+/4IFcu3Yt9Hq9hRirNX369MHnn3+O+Ph4hIeH2zzmt99+w9tvv40xY8YAAOrq6nDkyBHh/S5duqCurg6NjY1ISkoSrq12JNf5PHr0KK6++mrk5eVhzJgxaGxsBABMmjQJ06dP595AEwEBAejbty9+/vln4bW2tjb8/PPPmnAxK43YOqBqx1u+h5IkpmfZrNfmybBXR/Vm6Tfmj7N6cd5QQJ7gi6nQfWbnblj5/Rc43FiHld9/geg49zd7PVlDUQ31GgmC0CazZ8/G448/jhUrVmDPnj2oqKjAn//8Z7S0tOCaa64RjgsMDMSECROwadMmrFq1ClOmTMGf/vQnh86x2267DbGxsfjDH/6AVatWYc+ePVixYgWmTJmC+vp6AECnTp2wePFiVFZWYt26dbjtttsQFBQknGP48OHIy8uzuPZTTz0l3w3hhGTj85FHHoG/vz9qa2uFWGcAuOmmm7Bs2TKujbNm2rRpeO+99/Dxxx+jsrISDzzwAM6ePSvJ7e2LmHL86qur0NLcJOT4aW1R7y3fQ2nGT5pqEamgprBX+o3lwZFxqbYC8lvXr8ZjN1+NretXe/S6hG14G2/ONkJ44slrEQThfQwZMgQ1NTW48847kZ+fj9GjR+PAgQMoKSmx8Grm5uaiqKgIY8aMwYgRI9CjRw+8/fbbDs8dHByMlStXIj09HUVFRejSpQsmTZqECxcuCJ7QDz74AMePH0efPn1wxx13YMqUKRalJfV6Pb766iucP38e/fv3x913343nn39enpvBEclhtyUlJfjhhx+Qmppq8XqnTp2wb98+bg2zxU033YTDhw/jb3/7Gw4cOIBevXph2bJlHUSICEuUzvHjhae+h5JKsJ5AzWGv3tJX1YQz8Zj83gNUIzZCIZLqQo5wbE+q6JJiL0EQ7jBs2DAMGzZM1LEPPPAAHnjgAZvvLVq0yObriYmJ+Pjjj+2es3fv3igtLbV47cYbb7T4d15eHlatWmXxmto32CQbn2fPnrXweJo4duyYhbiPXDz00EN46KGHZL+ON6F0jh8vPPE9lFaC9RRqzRH2lr6qJpyJx+h0OtWIjZDokbrgbbx5UkWXFHsJNULiVwThgvF5xRVX4J///CeeffZZAO0TeVtbG1566SXRuwOEZ9FCaQsxeOJ7kOdNWbylr6oJMUqWahAbIdEjdSGH8ebJkh5UPoRQGxTZQRDtSDY+X3rpJVx99dXYsGEDmpub8fjjj2Pbtm04duwYfvvtNznaSLiJFkpbiMET34M8b8riLX1VbajBuHQGhUiqCzmMN0+W9KDyIYTaoMgO+VDSozx79mzMnj3bo9fUOjrmQmDwyZMn8eabb2LTpk04c+YM+vTpgwcffFCQ+VUrqampaGhoQEpKiqAkZYvzza34qqLBgy2Tn9LlS1WZ4ycVub/HjNtH2vS8peXmY+5ieQW1iHa8pa8S4mGM4W9/vgF7dmzpMPay8rvjmQ+/JQ+BAhw9uN+u8RYTr+7nPUGoCdMct7dqmxDZkdm5q9tzm7XR5YthvaZ7W1O5Gdldegj3dHhBPOLDApVuHmEDl+p8RkREaELKl7gEzxw/JQV55M5VJM+b8qg1H5WQDwqRVCda8Jibw3vh7YsLeUIe5IjssA7jLSgc5JNhveRR1h4uGZ8nTpzA+vXrcejQIbS1tVm8d+edd3JpGKFO1VVvF+RRsxIsYRtaIGofCpEk3IV3Ph3l5xG8kEv8ytro+vbjt3zOCHOkFcCTmTNn4uDBg1i4cCHX87rCwIED8dhjj2H8+PFKN8VlJNf5/O6775Ceno5Ro0bhoYcewl/+8hfhb+rUqTI00TdRa71DR4I83kK/YaMxd/EyLFq5E3MXLyPDU8VYLxDVLi9O2CcmIRlZ+d07/HlbeKe31TFVy/fhXY+U9/kI30VMZIdUrGvY6nR6fPPxW9Dr25f1vlLT1lENa14cOHAA8+fPt4j4bG1txcyZM5GVlYWgoCDk5OTg2WeftbjfBw8exMSJE5GcnIzg4GCMGjUKu3btsjj3tGnTEB0djbS0NPzrX/+yeO/LL7/E9ddf36E9Tz/9NGbMmNHB+aclJBuf06dPx5///GecOXMGJ06cwPHjx4W/Y8eOydFGn0StRh4J8hBqghaIhJbwts0StXwf64W4uwtv3ucjfBtTZMdzi77v8Pfsou9ciuywNroYa0PzhfOCQSKHEaY2zD3K5pg8yqyNz3h9//33MWjQIGRkZAivvfjii1iwYAHefPNNVFZW4sUXX8RLL72EN954Q2jb2LFjUVNTg2+++QYVFRXIyMjA8OHDcfbsWQDtzrxPP/0UJSUleOmll3D33XfjyJEjANq1dZ566im89dZbHdozevRonD59GkuXKuuMcgfJxmdDQwOmTJlis9YnwQ+1GnmJ6Vk2BzqVwiA8DS0QCSVxxePnbZslavk+vL0fnvCmEL4Fz8gOe0aXNYIR5qXPRGce5eZm6R5lW3z22WcdPJBr1qzBH/7wB1x77bXIzMzEjTfeiBEjRmD9+vUAgF27dmHt2rVYsGAB+vXrh86dO2PBggU4f/48/v3vfwMAKisrMXToUBQWFuKWW25BeHg49uzZAwB4/PHH8cADDyA9Pb1DewwGA8aMGYPPPvuMy/dTAsnG58iRI7FhwwY52qIavv76K8y4fSQmXpmHGbePVCTUVa1G3vhJUwUvrKlNJMhDKAEtEAmlcMXj522bJWr5Pk69HxLbw/t8BMEbe0aXNe6E9WoBZx5lY6D7WgHHjh3D9u3bUVhYaPH6oEGD8PPPP2Pnzp0AgE2bNmH16tUYPbpd+6SpqQkAEBh4SW1Xr9fDaDRi9er2DcuePXtiw4YNOH78OMrKynD+/Hnk5uZi9erVKC8vx5QpU+y2q3///li1apXb308pRAkOffvtt8L/X3vttXjsscewfft2dO/eHf7+/hbH3nDDDXxb6GGKi4tx601/VFxQR62qqyTIQ6gBuQQcCEIMrqgrelsdU7V8H95KyaS8TKgdWwJtJ44exrnTJxESEYmIqFjhdW8XbJNbkbu2thaMMSQnW15jxowZOHXqFPLz82EwGNDa2ornn38et912GwAgPz8f6enpeOKJJ/Duu+8iJCQEr732Gurr69HY2Aig3Zl3++23o1+/fggKCsLHH3+MkJAQPPDAA1i0aBEWLFiAN954A7GxsVi4cCG6du0qXD85ORl1dXVoa2sT8ny1hKg6n2K/mE6nQ2trq9uNkgsxdT579uyJLVs61ppTos6jL9U7VKOyL6FeWpqb8Jexg3Dy2JEO70VEx2H+17959QOXUA5X6vV5so6pFPVnV5Wi1VaXlXc9UqpvShDah0edz//9738YNGgQDh06hLi4OOH1zz77DI899hhefvlldO3aFRs3bsTUqVPx6quvYsKECQCAsrIyTJo0CZs2bYLBYMDw4cOh1+vBGLObrzlnzhycOHECd911F0aMGIEtW7bg+++/x5tvvomysjLhuB9//BEjRozAuXPnEBQU5NZ3VAJRnk8tKypJZefOnarJtfSVeofeXr6F4A+V5iCUwhWPn6e8aVLKg7hTSkRt3kHe3g+t1TclCJ54TfkyDhHysbHtXuTjx49bGJ+PPfYYZsyYgZtvvhkA0L17d+zbtw9z584VjM++ffti48aNOHnyJJqbmxEXF4cBAwZ0COE1sWPHDnzyySeoqKjAhx9+iCuvvBJxcXH405/+hD//+c84ffo0wsLCALSHA4eEhGjS8ARcrPPpzeTl5dn0fCqda+kN2PNuOlL2JeOTsActEAlP42q4t6c2S6SEAzs71tEClDZ/fBevMUwIm1B9W0tycnIQHh6O7du3Iy8vT3j93LlzHaJCDQaDTWddREQEgHYRog0bNuDZZ5/tcAxjDPfddx9effVVhIaGorW1FS0tLQAg/Nc8snTr1q3o3bu3+19QIcj4tGLWrFkYP3686nIttY4j76ZalX0JgiDMccfjJ/dmiaNi69aLR2fHilmA0uaP70GGiffjSj67N6PX6zF8+HCsXr0aY8eOFV6//vrr8fzzzyM9PR1du3ZFRUUFXn31Vfz5z38Wjvnyyy8RFxeH9PR0bNmyBX/5y18wduxYjBgxosN13n//fcTFxQmquoMHD8bs2bOxdu1aLF26FAUFBYiMjBSOX7Vqlc3zaAUyPq0oKirCkiVL8MiMp70m11IN+ZSOvJuJ6Vmor64ibzNBEKpGrR6/retX493nH8Wxg43Ca47CgZ2FDtMClLAF9QvvRsoGli9x991345577sFLL70keDvfeOMNzJw5E5MnT8ahQ4eQnJyM++67D3/729+EzzU2NmLatGk4ePAgkpKScOedd2LmzJkdzn/w4EE8//zzWLNmjfBa//79MX36dFx77bWIj4/Hxx9/LLzX0NCANWvW4JNPPpHxW8uLKMEhb0GM4JCJT9fVeqhV8mLtcTT919P5lBOvzENLc1OH1/0DjHhwznzbbfz7u5o2+gnC16EQPflhjGHmXddjz44tHd6zJQDkTCxozgffYNakP0gSVCK8H1eEtghtsXntr3hx6p0dXv/rvH9qcpNheJd4xIe7JzgEtPf9AQMG4JFHHsEtt9zCoWXu8de//hXHjx/HwoULlW6Ky2hPn1fFlC5fqnh9UGsceRw9iaO6pabyLWm5+fAPMCItN58MT4LQOK7UwiSks2XdSpuGJ2C7zp+z0OGNa35RXf3cretX47Gbr8bW9asVa4OvQ3WVvRuqb2sfnU6HhQsX4uLFi0o3BQAQHx9vM29US7gUdltdXY2PPvoI1dXVmD9/PuLj47F06VIh9tkXUatiq1ryKZ3VLfUVZV+C8BUoRE9+rMPkdDo9kjOycf/seTAtIa3DgR2FDodFxWD+jPtUVT+X8gyVh+oqez9qU7BWG7169UKvXr2UbgYAYPr06Uo3wW0kG5+//vorRo8ejcGDB2PlypV4/vnnER8fj02bNuGDDz7Af/7zHznaqXrUqtiqlnxKk3fTV+qWEoQvQ7lDnsE6d5OxNjTs3Y0zJ445NPTtiQW1NDfJtgB1NQSbNjGUhwwT70et+eyEdyLZ+JwxYwaee+45TJs2Tag3AwBXXXUV3nzzTa6N0xJq8TBa48zj6EnIu0kQvoErtTAJacjhjZJrAeqq95I2MdQBGSa+ASlYE55Ccs7nli1bMG7cuA6vx8fH48iRI1wapUUc5TQqCeVTEgQhBl55dZQ75BnEeKNcISYhGVn53Tv8xcQnudxWW95LKZ+jPEPlkaNfmPC2nF5v+z4EwRvJns/IyEg0NjYiKyvL4vWKigqkpKRwa5jWUJOH0RryOBIE4QieeXUUoucZtOKNctV7SXmGnkUpZWpvy+k1/z4fvfI09HoDqX0rBG1zqhfJxufNN9+Mv/71r/jyyy+h0+nQ1taG3377DY8++ijuvLOjRLOvQDmNBKFuqOyHfXjm1WnFKPIGtBAm52oINm1ieA4lDUBvy+k1/z4HavcAgFcY1QTBE8nG5wsvvIAHH3wQaWlpaG1tRUFBAVpbW3Hrrbfi6aeflqONmoE8jAShTjyxuNKqcStHXp0WjCJCftzxXtImhudQygD0tpxe6+9jwhuMaoLgieScz4CAALz33nuorq7G999/j08++QQ7duzA4sWLYTAY5GgjQRCEW7iacyYWLde0pLw6Qi7czUuVM8+QaMfcYAIgGICemMO8be6x/j4mdDo95bsThBku1fkEgPT0dKSnp/NsC0EQPkbp8qVY8sE8HKjdg8T0LIyfNNVm9IA7XkVP7K5rNXSM8uoIOSHvpfqRU5na0bztbXOPve/T/l6bpp4LBCE3oozPadOmiT7hq6++6nJjCGURawgQBA9Kly+1EOmqr67CvCfux9S571j0O3dDZuUu+6Hl0DFX8+q0GmJMeB4KwVYvchqAzuZtb8vptfd9TGjVqCYIORBlfFZUVFj8u7y8HBcvXkTnzp0BADt37oTBYEDfvn35t9ALUaORJ9YQIAheLPlgnsWix6QSXfzhfIs+545X0RO761quaemKZ8rb1CkJwptxtFEkpwHobN72Nq+46fscO3QAr0y/C2dOnbB4X6tGNUHIgSjjc/ny5cL/v/rqqwgLC8PHH3+MqKgoAMDx48dx11134YorrpCnlV6EWo08sYaAVNRoaBPq4EDtHpuLnsZ9NRb/dserKPfuujeEjkn1TGk1xJggfA1nG0VyGYBi521v84qbvs8Li5d6jVFNEHIgOefzH//4B0pKSgTDEwCioqLw3HPPYcSIEZg+fTrXBnoLJiOsbncVAHA38txFjCEgFbUa2oQ6SEzPQn11VQejLSkjW/i3u15FuXfXvS10zBlaDjEmCF9DzEaRHAaglqNBeOBtRjVB8Eay8Xnq1CkcPny4w+uHDx/G6dOnuTTK2zA3wmyVvXXXyOOBGENAKnJ5Uwk+KO2VHj9pqsXmhOm/RZOmAuDnVZRzIeBtoWPOUMOikvJNCcI5Sm0UeUM0CEEQ8iK51Mq4ceNw1113obi4GPX19aivr8eSJUswadIkFBUVydFGzWNthFljbuSVLl+KGbePxMQr8zDj9pEoXb7UI20cP2mqYACY2mRuCLiCHN5Ugg+mDZH66iq0NDcJXmlP9TegvS7u1LnvIC03H/4BRqTl5mPq399Fv6GjALhfpsFT+Eo5CPNFpTmmRaUnyghouaQNQXgSucuY9EiNsPm6VuZtnmxdvxqP3Xw1tq5frXRTFCMmNEDpJhAaQrLn85133sGjjz6KW2+9FS0tLe0n8fPDpEmT8PLLL3NvoDdgywgzYW7kSQlT5e21MhkCxR/OR+O+GiRlZKNo0lTBEHAFObypBB/U4pXuN2y03ev5mldRLnh5CtUQYkz5pgThHE94H/0Ntn0XvjZvkwBbO30zolCy7aDSzSA0gmTjMzg4GG+//TZefvllVFdXAwBycnIQEhLCvXHegi0jDACg0yEtN18w8mbcPlKUQSBXLqUjQ8AVnIVVEsqhFa+0XCGzvhK6yXNhpPSi0lvzTX2lLxKeQ+mNIl/KeaQNMYKQjuSwWxMhISHo0aMHevToQYanE2yFtALA1LnvYO7iZYJ3UaxB4MhrpSachVUSypGYnmUzfNIXvNK+FLppa2HkDnKGGDsLXZM7jFAJfKkvEvxwNlZMG0XPLfq+w9+zi77zOu+jUphviAEQNsR8ZRxTuDHhKqI8n0VFRVi0aBHCw8Od5nUWFxdzaZg3ITakVWyYqla8VgB/byrBB1/2SvvKTrWWPIXOPLTeKmLiK31RLnzRayw2msGXvI9KoQYBNqWw7oePTFSf5ouP7AFoElGez4iICGFyi4iIcPhH2KbfsNGYu3gZFq3caeHtNEes6I8ve60IPviqV9qXdqq15Cl05qH1RhETX+qLcuCrXmPe0QyEa6hBgE1JrPvh8p9/UrhFhJYQ5fn86KOP8Mwzz+DRRx/FRx99JHebfBaxHlJf9loR/PBFr7S37lRHhwTg2NlLBpiWPIViPLRK55vKgbf2RU/hi15jLUUzeDtK59W6Aq9IAVv98O/Pzsb0t5ZQPyREIVpwaM6cObj//vsRHBwsZ3s0hRx1EsUYBHIo0xKEt6Mlg0wqkcH+FsanlhZGYo0wbwojlLsvJoQbcfBUE4+mAgCCAww419zK7Xzu4qtGGG1YqAetbYjxFJ+z1Q8rysuoHxKiEW18ensIgVTkUpwViy96raQix+YAoT7E7ua6Y5BpLbdMKwsjb94QcITcmwN5CWFcjc+okACcaz7P7XxAe13Ao2dcC5f2RSPMV8eKmtHShhivSAG7/VCvd9gPtfYMJeRFUqkVmtguoZY6ib6GWINS6c0BuVG7Ye0pT4mU3VxXDTK11nEzf5hnXzuyw/vuLIz0OqDNA/uNWvLQ8kQrmwNyMjA7Bv/d3Cj5c75qhPnqWDFHigFDxs4leEYK2O2HbW12+6Grz1B3NqgIdSPJ+MzLy3PaYY4dO+ZWg7SClhRnvQUpBqU3bw5owbDunxWNFVWHZb+O1N1cVwwyNeaWWT/Mrx8zguv5s+NCsfvQGa7ntIUvG2HmfTHEaMDZJvWEtXoCo59rld581Qjz5bECSDNg1LphaI2nDGSekQL2+uHlneKw+Siz2Q9dfYYO75KAz0vrJLWP0AaSjM85c+aQou3vOCqLYvTTo+lim4Kt806kGJTevDmgBcPazyD/g94TeV/OrqHU7rr1w3zdquWI7zKA2/n1HlynaSl0TS56pEbif9UdjQq1oKZluy8bYb48VqQYMGrcMLTGUway/UgBx2GyjrDVD3v1SEKDjUgGd57TBk8+iAiPImnr8eabb8aECRMc/vkKYsuiEPyQYlB6czkabzaspeCJUiKOriFHqQcxRbttlehY+Opcrnn5qVEkLOdJ/GiRJYmYhGRk5Xfv8BcTn6R001SLvwc2BN0lPdr2vCOlLJHUEkZi5lw58FTJHPuRAm1cy1TZsyOlPqeV+j0IzyLa+FRjyIKS+EKdxBCjQekmWCDFoPTmzQFvNqzF4okaa86usXntry4vHjJiOi6yxBqzth7mlVsquC5eEiMCuZ2L0D6ZMSGaMF4I+xQkhyvdBKfYmhcBaQaMlGOVqhXryRq/pkiB5xZ9b/G3Zt16PLvoO26RArZmB6nPaV+t3euLiDY+qRN0pN+w0Zi7eBkWrdyJuYuXCYant9jp3VLUFWItxaD05s0BbzasxSIm70vOaxw5sJ/74kHMTrhWC5tnxYYo3QRVo/ZnRlKkZzcjyPtBmJAy50mdHz3lfbRGjIHMcwzYihTo3buP7JECUp/T1r9HSUmJW9dnUOfzkJCQ89nWRjmMYgkOMOBCC7/7FeCnR7MCOaT+etcEIexRkByO7ftPufx5qfVNvbUcDdV59Uzel6NrNOzdjQWzpwr/drfUg9i8GK2KrQzIisaeI2eVbgZhRXJkIPafuOD0OE/axloRi9ESnRJCuZ8zLFCSZIjLSJnzpByrVK1YMWrNADQ3Bmy1T8pz2tbvMXPmTPzl9S9V/90J6Xhm9iDcok96JNbWaF9FOCYkwO1zWBuUnRJCseug/KqcakDt5VU8jSfEN2xdgzGGD198kmupB7FqhPYe5qlRQTilC1Gl4QkAer0OPdMisKnupMeuSaUWtIkWxGLkpktSGCobT3M7X2yoEeeaL3I7HwAkRwZxPZ+9tGcpBoyUY5WqFSvGQK4sX6u5MWDviSf2OW3r9ygtLdXEdyekQ8YnZwJclI93RHZcqFcYn3LQLzOau/Hpb9ChpVVd4RpaKK/iK/D2PkqtW2jrYZ4dF4Kaw+RZNEHeM2Vwtz6sUt4otRFiVPfSLCLIn/s5x/RIwslzLTbfk7LRKOZYJWvFOjOQ/fwDVDUG/PQ6XJS56LO930Ovd12Rl1A3/C0lQvUMzI5WugmqRm25roDj8iqeIk+G0C0tYC28ZU/A4blF37sk4OCJ/FVfQ65cLm/LRRS7oBN7XEK4e7mhnlCw9jRq6DO8c8G7JIVxPR8AhAdeMmjlvmdKz7mO1JpVNwZE2nzu2Ib2fo+2Nr6KvIR6UPf2mgqQGuqoVsEPc0jJ0rOEBvrhzAX3Qp7UUF7FVzcee6dFYfXuIxav8Qz59eW6hXIgl/eMvKnyoqQ3yhxXw7VtfY76jHQ8cc/UNOf6GXS42HppU1kNY8AcT1zN1u9xeW4swoL88VtDCz0DvRAyPh3gSqgjPVgIa/ISQlG+74Rb50hMz0J9dVWHB5Iny6soua/irliVOxg8UGLCl4vH80auXC7KRZQXNYhpuWr42PucWvqMltYlnrpnaplzzX8ZNYwBV9G5aaZa/x49uyciMjgAO1pq3W0aoULI+HSAo1BHNebZRQT54+R52zkT5oidJDT0vFI1eg43cvykqRYbIb5WXiVcpLJi34wolO07LnNrCLlwV2hFLs+Br+ci8v6GQzrHdXjNXW+Un0EHP73OLaV5Vw0fW5/rPuBKn+4zruCL46x9fdA+VzkaA/Hx8aIMz/AgP5w6z09cSmfWPsfHcbsk4QNQzqcDXAl1VDLstkeqcrmK2XHareNXunwpZtw+EhOvzMOM20fix//7VukmdcC8bmlgYCDXuqX5MuTviCFHhj6TGsVXgZHwLP4G9x5JcuVyqSEPS0oenMGedKgVSq0XE8JsL6Id5cKJIT7M9ZQSc8MHEF+7197nNq/9VfE+ozVWLv+J6z1L0kCKkbXRZm8MXHtZN1Hn47HZbdE+kccF+hucH0QQv0OeTwe4EurorbtzjtDyV7YVWv2Xu+/gqiKbFhWMDXvd98aZyszcOiAdn67jF4oS4OaC3xOEBfJXVxSLWK+rHHRPicCWBn7lSZSqGewp5MjlUkMeltRwUD8PhIp7G66Ga9v73D9fna2q3D21wxjDyy88w/We6XRAUIAe55vdn/NMOb13PToHBYX8SjeJNRbFKgyL3HcSjVLd1N0wXkLdqH/VqSDjJ00VQhwBiAp1VHK4iJ0k9Jx/dS1PEZ5QkQ0K8I4dQSkPoZgQvnkpcXY8JZ5AjvJJYrFW2nWXXmnqU3I2h8dCx9pzcOf1wyR5z6xRWhkTkK7eq9iGkkYfBuYbDOaYDB973s9Ln+t4vw/vryMFa5H46XVobm7G/vp6Vd4z882fz95+kWuEm5g5L1TSBihncSYRcwnv5xTh/ZDn0wGmUMfiD+ejcV8NkjKyUTRpqsNQx2ANGBpGP75t1PIGrhpUZHkjVaFZDsSG/UlBjfVX1YAGHNeikbKmS4ww4sDJJqfHpUUHu9Ei297UPhmRKN93wiPKmK7kwUUGB3Btg9g5XslHgb8b3l5XhV4ufa6jZy04NBzTX/kAfv6WHitSsO5In4woGI1GfP/zKvxUvqvD+0rfM/PNn+rtfEWQeHvAQ4wGHHNS8jkhnO+9DA6QwZTQ8LqScA4Zn04whTqKJcToh3PN/JK9tYAc4RE39ErGtxv3cz+vNXKpyJobgC/md8ZVt0z2iAHoikKzWHinM/uqGXlZTgz2nzgv6lgxC5OB2TFoPHlB5NX5jtXgAAPONbdyPacY/lSYivLaEwCcG59icFZew1qJsXteLI4HHelwnBzIpd7rbQzJi3dZEdvVcG3T59JDLmJr/ckOn3PV2w7wDbnn/YSWK2Q4OSUVWefUladpvfljMHheBEnKVXqnR6HumLjni6hrkxFIyIAX7Zmrg36Z0VzPFxmsXK6bWCJkaGOo0TP7Iq6EVjvDZADWV1ehpbkJW7Zswbwn7kfp8qWcWm0fT4QR88JXn2mB/nyn3RCjH4yiQ4P5mvx9M6K4nk/sQsfPoOcW+madT6mmWs2uhoPyRuwiW8k8xugQ97y9roodxSQko1uPXi6LJHkCKT+LHEJwWsZabKy1Vd3CUYEingVS+oOB85jOiqX+RZDxyR3e+X3uqj96gkLOC1BPYq4i6x9gRFpuPl7/4BO3VGSVNAC9MYyYcE7XZGVyOd0NabVGCbtPaj6lJ5E735S3rSj2dDqdjtQxPYiU6CTem8mDc2O4nk8K2bGhbn3enc2f3umRbl1bLRRydqjkJ4pT1yePq3dDYbcqRwvjT0lBFh6Yh1b3TIuAXqdDRe0Jl8+npAEoVxixHHij2mNsaACOnPG8MIb4Meg997xLcjiqDztJbnKC2usKWoeDRocE4NjZ9v4lJg/OWTgxKUo6Jj8pDDvcqDvrrUjpNenRwfgNHcOZLc4nUzdMjwlGWe0xlz/vai4wACRHBKECJ1y+tjlKTkXhQeLNhKhgfxw/57zWvKdQURALYQUZnypHpwOKi4sx469PKSog4wilFmlyhG90TY5AZaNreUMmlDQAx0+aapHzKSaMWKy3XgVrcdWTlxCGI2ccL7SURd1PYyl9LJxD+R215FP6OZAgN883jQ8z4tBpcXmuYsqzSLnfYovNSyEmNABHFdisEUsUZ+EmLcB7wa6GTRxXsZULPLJrIn7YdsD55o+Kv7Zcm06hgX7cjE8V3z6CA9p2WfkAq3/8P4wfP17IHzQJyHgif1AswSLDp1Iig0QdJ9aLo9YC0nLkkYrFPIw44Pcw4ql/f9dhGHFWjDI5GBpekxAy4cmdarXkU6ZzDl02wTucWMz9kDqm3VGoJcTji3NtRgyfcWWdC1xY2JdrTm+35HAu59EK6t7+JDwFGZ8KEhPqfFf103f+oXoBGb3Ishpij9P6gsQ6j7RHjx5ODUDe15+7eBlWbG/A3MXLnF5Xr9dhYLaYvA5t/y5KsnX9ajx289XYun4193NLLLvO/fpaxRP1O8WErEnzPoo7zjycGIAQTmz9XbmroIo8o074r+/1x6vy45VugkO8xVAdlKNcrqkUsuOc56WqfZxIGc9BEnO985PE5YgS2oLCbjkixpg0pyApHKt2OZbr31ezWxMCMjEhAahxkH/lp3GDUirmeaS3DkjHp+tqPd4GJmGPMTsuFGtrHOfGeMuiRE5s3SPr8MeH7hjL+Zre88N48qvYCqkb3T0JS7c0cqsrGBxgwKnz/EpviXXGlpSUiAsn5hx2K8fvp9cBbSK/t5GzkrQcJHKO2BmWH4flOw5zPac34E3zolYQs84LCjBQzW6CPJ88ufr3Hc3wIHG5SGLmxrzOnW2GhalNQCbHye6d+FIQ3vXQUGtosBrwnl/5EraMA+vwx19/+YnrNaWKfxCXsA6p69OnD9eQOrEeC4PIqBAxJEUYMXPmTEXCiXUAggL4Lity4sUrlnZPUUb1WUmSIpyns3jRI5XwMAESKi70TI0UdVxKlJg+S53WmyHjkyOmBQTP2nd/m/k3xfIHwwLFO8bFhtT6Gt1TlVsMqT5UR+Hm2QvnsQ6RlVLnzPpQW+GPLz73jGK1JNWuTO1uaQRPEB3Cv65xXJg4L6uYrhiob0Ntba2ocGIpc0RWrPONiyg3a21aExroJ3pBC4DKt9iB90JeqRI9SnN9T2Vqt3J/VkqOeBCH6BrWnB9/IUYa91qDwm45YhqkRj9+A6GoqAhLlizBIzOeRuO+GiRlZKNo0lSP5A/yUJN0hZ4KGmy8iQ11P3TPVaSE3YpBKwsEsaRHB3coo2BLIdTPjVq7ttRUN1WUYf3q5UgsGOjyec1R2ojnCe86yXIQKUEBlfcYFLNnEWA0orS0FP/8ZXOH96zDiaX0nbyEMFQdOOPwmM4JYdhxwD21cHMSwwNl2TC5olOs05QXAEgIV27+1irOyvuoEbElssIUWhPJgRzPDZ6bHKFG8eZJ1+QIrN/jekkdwvOoexv8d/bu3YtJkyYhKysLQUFByMnJwaxZs9DcrF6Jdp4UFRVh7uJlWLRyp0MBGW8JU8gQqb4q1ltAeJbsOPHqubxD9NwNX7SnEJoqIkzIGntqqnq9Hu+9Nlcx76fSyCm+RLSTlpZmEU5s+rMOJ5YyWvQini+8I2B6p0dyPZ+JNJHh58EB4hbAUqIjxCAl1FEMcR7aBLXevPPVOU7JCBMx60Ad+DpJJHd/J8fLEV1CqAtNGJ87duxAW1sb3n33XWzbtg2vvfYa3nnnHTz55JNKN80tRE0SEga1r030IRJ2xnwR3mG3Yjc3BmSJUc5tp38WX0VCKWF31gtGsQqhjjB/oNtTU21ra8Ohxv1c1FQB/r+zHPVzTah5cZopIqxUKvzHINfToVOCMkqSYr+HP2cjDBAfoidGqdhEenQw19+GV5kQE1KMIbEl0WzBu7yPVhGrcZEcSZoQhG+iidX7qFGjMGrUJW9fdnY2qqqqsGDBArzyyisKtsw9xNVNk8ebmR4djNpj52Q5tyeQqp6bnxSG42ebcfCUuALthOuI77M6SUJUAX56tLS22n1fitGUExfSIT/NVohsTeVmlJSUICirj6jzxpt5422pqep1wMhuSUBgOHacdh6+KepOcp4iOifKZ5DYWpxaqK8qiJ9eE3uxIhDfIaIl5GiqZ5vAPfqL3ByTsnGg1+uQnxiGSqswfleR47kvxnMNuB5aar5519bWKmzezZ1yu0vns0dyZCAaT17waE1gqfDeXPGOmDbPo+Iu4vNo9ml78uRJREc7fog0NTXh1KlTwp+adtmVRis1sOwi8acM8jfg6i4J8rSFE4kRfEOjeOeb8UZ6QXp+09WAbMv+by9EVqfTY+bMmaLnDuvvZK2mesf1w9CnTx/0KcgVdT4xVzVdU+3hrInhgW57luVEDmVq3mMwPow8JbaQI8xRjn1f3mkGUsiVoBrsDFuGuWljqa2tfYPQfPNOLGI2Q3iGi3ojPJWzCUIuNGl87t69G2+88Qbuu+8+h8fNnTsXERERwt/+/fvduu6AbPHhhEogZbdU8+mhEtsvRygh74WEmB1n0wIiXoF8V7V3GVOfvjw3VvJn7YXIMtaGuro6tHAKkZVDgEoHdYezmtjw2wqbi1O1hOaJzQMUg2kjoOJ/4r9bsAixpYLkcHea5RZqHv+juiVyPyfv0FcAGMA5zUAKcoQwm7C/eaeTtHnnLak0YqdfsWNKrLdeLN6iD0JoF0WNzxkzZkCn0zn827Fjh8VnGhoaMGrUKPzxj3/EPffc4/D8TzzxBE6ePCn8JScnu9XehHC+u868JwCeC04p+S5S4Ln7KhY/g04WCX7eNRPF/HymRPzBIgwstZdaAYBoCcqhzjB929gw6ec0hcg+t+h7i78Vv61DaWkpAgKUEbcS8wv6G/QoKSnhlmslR69hjClWe5I3zjayzDcC3nv1Ba7fTYxXg/e6MlRCyS2x8H72Bcrg+eySyN/Ql5ouohXsb94x1NXVcctvN3FZtsYjtyQSo6BqPkHIgaLbTNOnT8fEiRMdHpOdnS38//79+zFs2DAMGjQICxcudHp+o9EIo9FcVl5dE7+WFlxaRqwSoZid7tLlS7Hkg3k4ULsHmdm5uHbCw+g3bLS7TRRIjQpC/fHzTo9ToiQF7+Hjp9epqj5sTEIyYhIsN6h69UhCRJA/anYeVqhVzjH6tYcGW+dadR9wpWrmvObmZqe1J/1lMPDlKJWREB6I+uP28+XN81qrtm50mtcaEaRuZccUHxVFMc1N8WFGHDpNWgG26JkWgU11J23mt5uYcHVPrGxo43rdzNgQrKnueC1bFCRFoGzfcafHRQT54+T5Fnebpil88TsT6kBR4zMuLg5xcXGijm1oaMCwYcPQt29ffPTRR9B7jTiEZzEp/fFW2vUGOv3ulU2NCkJF7YkO75cuX4p5T9wPnU4Hxhh2V23HvCfux9S573AzQLNiQ0QZn2LIjA3GniNnuZxLDvIlehbCA/1x4pz9B6VaDC2e+Ivw6JSUlKC0tFT4t3k4qztiPkY/PZouur9o7J4SAaOE2pM88XQ5JmvRFYPB+UZAlyTlQmnlQAsRF1IY0jkOX26o53KuyCB+kR5qIMSsFI2tzTsASE1NBRpqPdksCzonhjk1PtNjghEfFohlWw9wuaYEzT1FMF02OMBAxiehCJqw4BoaGjB06FCkp6fjlVdeweHDh3HgwAEcOMBnolAK3otlMecTW7dMB51XLuYdYfIm2su9XPLBPMHwBNoXmjqdDsUfzudyfXG3W/xvkhQRhF5pka42x8aVOdeykxgqV5gZ5fB9b+yuyU5EcEzhrNabcTzCWTsl8AmRT/rdcya29qSWsRZdaW11ntfqbQIhkkSWNPDVeeZKKln/0YTahcl4EBsqzcjPiQvl2hUpqE1+fKEfezPKz4Qi+PHHH7F79278/PPPSE1NRVJSkvDnKfKTlKmHJgU/L1vE8EKsUeJM8OdA7R6bYYON+2psHi81b1aOB1ZEML+QvrRo1+u/8UCOvF1PI9VAdrYBdLGlPZy1rc3SQ2kezkp4BkeiK1rLayW8E17CZGrf6JMqMKhDR2VxTxg33hYl4Cm0ILBHOEYT0mITJ050mhsqN10Sw9Gq8g4exVG8Re2YT9lRwf447jAck881E9OzUF9dZTHR6XQ6JGVk2zy+Z2oknwu7Ac9HW6TK+5fSj/HUKM8b5/4B7eGshw8fxtItjRbvyRnO6u1sXb8aH786CxOmzUG3/pd3eD/cRp6mI9EVOfNarZFrHMjioVX3I9Xr4FVnN5LjpiagvpQJa+Oma7/BirdRbJ1WJfB006z78eoVP8OYKa4WN6EONOH59FZCJciKj+jquEZlRJC/qAlAdCqCTJOJmHICUuFZIsER4ydNFUJtAQghuEWTpto8XqqYjoqfLYoih9qmWKSIwQxUSIExLS0Nffr08epwVt5YezUyYy/NIWJ21cNtRElYKyZ/vnQFysrK8Nyi7/Hsou88vhEQ6M/38S5L5AGnOc+ZYUAhepb5yIB7dXbFlAXTMraMdCnIUyOW3/jT8lrDVj9+7e/PkvdTY5DxqSBGCfkfPEtSSEFKG8WQn+j58GVbC0VX6DdsNKbOfQdpufnwDzCiR48emPr3d9Fv6Cinnx3eJZ5LG5QmyUkOohxc08XxxosJ3jXipNT5iwz2R4CfXvHdcW/AX+ZyFLaMy/6Zl+roiV142pobYxKSBeO/a49ewqaAEhsBctZ1dITaQgm1GqKXJEJlWMpPbCrH5Mk6u7zLkQHyi4jxNNJ5IzWXVQxa25ixzqtva2vFlo3lqqkXTYiDjE/CIWIegFLwU2BBdFkOP49Uv2GjMXfxMixauRMbN24UZXgCQLyIGrFinm1SbRvej0sllDnF7vjmJSiXl63UQl9OeBnzUk2REQWJXK4LANEh7Ys18yLttoxL07yk5oWnVpAkOOQBrH/vX3/5SeEWiSNWRG3HAVninm1K1dkdkB3t/CCJ5MRJy+eUii3jpqZyM9CwSfQ5GAO0IMHBIG5jhnvJKifdzV6Isb28er1eT/O0xvC+FZMPI6aepS86ZsQq/BLOUXP/4Z2TJsdXleIVUkrkzPQbZ8XwWeRJXQ7wFMlKjWr3vJi8qc6MS57eocTfN5z6OVFp5g153y9h6/d+8blnvGaRahQZWi2mzq4cyLEpJ2f/diQaNv/F5yT1GzWHJpueQxtWrxAV5eGu00Cqd9We8Wkvr76trY0E9jQGrcpF4mfQofWiuh9Yer0OMaEBOHrG/gDsFK9+1V5fonT5Uiz5YB4O1O5BRnYuHpvxFELzB3M7Py1DtUtuPJ9SJ65iK2fZmRCP2jH3ggGXjMuSkhKMGDFC8A5Zi4qZanVeUyAuBBwAYn73XEWF8A2VS44MxP4TF5welxAeiNMXznC9ttaw9XtvqihDSUkJENnFrXObjwUMuNXdpgrwFvMBoFidXbGIfU5Fcx5L1jgSDaurq0NzczOMRuf3ymQ8xYUZcfh0k93jlNonigszgjGGD+f/XahJbNqIc1ST2BWsw96ff+gWlxcmprz6U8ePCq+N7t6e0vBbQ4vi/ZgQDxmfIogO8Ye/gU/BdRMhRr7iDaa5IiTAD0dh3/hMlhpGq257WzLmxl5iehbGT5qKfsNGu3y+y3Ji8L/qo84PtNOWeU/cLyx2q6u2476Jt2Lq3HfstomMSXUij5dUXdhSgNQS5l4Na+Ny5syZGDJkiFPvkJjwebnplRaJ/Sec17junR6J3YecG58GPdDK79Hm1Lsvx6aKrSva/731mDlzJv7y+pcuL7JtLqg50TdDHk95e51ddT7QzaNW/A06tLTabueQvDhZ22HLuDEx4eqeogxPQP68dXfpFB+KkpISVG3dKLxmHuUhVQHZ0TiyDnsvKSlBWG5fJ+ez/15MQjJiEpKFf/fpkw4A2NFS2+FYb4lw8EbI+BSBmNwLqfAOEXT3dNZG2Z2TH8WY7pP4NA7qCAUrLi62MPbqq6sw74n7HRp79uARErnkg3kWCyOTkm7xh/PdMogJQg5sCvEMvMPj7XBVxMSZV0On06naOyQVsSGPOptVDrWP/d+7DXV1dW6VvrG1oI7v0t/tNgO+Wa9bbJkqsfn/7iw3rI0bE6mpqaLPITZfXg4BITHodHAa5cFjzWYe9m7yrs6cORPzPv0/t89NaBsyPkUgh93Eu2aTOxOFtQeuvroKz0+7G30yopDY80qOrVSWOXPmcDP2+qQ735129oscqN1jcyHcuK/G7mcSJHpevG9JyZe+GVEo23fc9psShpTY4SfnHsyobolYttW5R8wVbC0ivnz3FcydcrvTz/L+yp0SLnnO+mdFY/2eY6I+J8aroWbvkFiUNl3UIjhk6/eODTWiX1Y04uPjsbLBNXev9VgwGNoX1O98uYxX030ONWxOS8VRCoJY73VOnDKpFWJygHlsttkKey8tLcXhHeuBuG52P0cOS++HjE8vwWTMOnvw25rk7XngnnnmGby9RLwyIO+QVlew1YZbB9wHANi5c6dkY09OEtOzUF9d1WHnMSkj2+5neJcT8XVy40PtG59myFLjkDNy5kM5ypV0ljsn5zoiNz5UtPEJ8PFqyIUfp1A9KSWCADHGovYMAxPWv/etA9IvvdnQMUxPDNZjobW1fUFduWE1dKm9XG2qgJKGmFIiZ1rDVgqC+e8m9nmh1G9tygH+v9IqHLHKSXUlykNK2Lter8fzz8x2K+yd0D6kdqsQneJDJdXQdDZGY9wI37DngauqqhJ9DlNIa311FVqam4SQ1tLlS11ulyNsTVomD651G4qLiwEAeXl5NlXsHBl7cjJ+0lTB0De1hTGGoklTuV2DpnY+9EiNULoJNvFEiJ4jBciZM2dyy6vxwmo1krg8N5bLeSK514SW9vtKUXTW2vzkqNSDVDVUNRIvcw1Nb2FX+WpRKrG84WmspaWlIa9rD6EusemPV01iR8q0prB3e5BN6v34+ONeOTolhLUbPpzqaHZNdr3+YmJ6ls2FZefOnUWvOxyFtHoKRx5cAJg1a5bsxp4U+g0bjalz30Fabj4CjEb06NEDCz/+t+jaoTzonqJOo0ptONvJduVhyUN0LJizcJktnOVK8pK399OLzVH0TvgbjcoQLDIvT4u4s6Am1IuUNCjGGL77cJ4itYDVukHXO61jmLEp7P25Rd9b/JWVlaG0tJR7Dr1kMU1CUSiGTxTSlzvX9kjCfzc3ynBm25hqfErZdTYxftJUi5xP039nzZol+hxqCGl15sEtKirC1LnvoPjD+WjcV4OkjGwUTZrqUWPPmn7DRqPfsNEYmB2N7LhQ1B07h1W7jnjs+oEi68QRfDAfnSMKEvFVRYP9Y1Wy/essV9JZ7pw6vgVhj0B/A842tXI7X7/MaCyVKfdYaazHgtFfj6vy28vvuJNH6iquPO8JS0KMBptlpexRUlKC8rINwr/dUYk1cU1BAn7cftClz7oDr95jrzazrTQHkzqtq2Hv9rg8NxZfbKjnek5CPsj4lIlQhXLzXBF7MHngzI2yOx98FOPGjcOaaseG0BWd2kPF8vLysGXLFkn5i7yxl0PZuXNn4d8mY48gnCEtfFD6Y1yscqMacJgryWkRES0ydUDbgY3qY0BWDH7ZccjBEdL6thxRAmrCfCwEBxjQp3fKpTc5L6g9TaICpYSUFveNCRHvgWOMYebMmdDr9Whru7TRYE8lVqw3NCKIf21XMcSHiasZrPSQFVNf2k+tbmHCJvRriUCph6WUnFB36TdsNOYuXoZFK3di7uJlGHy1OAPNpL6qhpBWezmUUjy4BKE2tC4CItZYvCw7hut15V7U8hAI6pUW6X5D3IR3zWmtoPZajErgywt4Mestk0qsueEJWKrEaonOifyfLTlxIVzPFxMcYCHupPW8aqId8nyqGLG1rwDlQ/TUENJqy4NbNGkqxo0bJ/lccWFGHLZSgZOKvZ/EliLvwOzb3LoW4RpqXn7K1bacuBBUHz4r09ldh7eisNxT4pWd4twOL+Vd71ke+C721LJ2zIoNwc6DZ5Ruhkcx+unRdJFfaLA7QocmVNIdRCnJm1Ri6xsP4JdKy2gBk0pstpnxFWL0w5Ez6jVI5Zh+pIQwi2FHWUdxJ1fDmwn1QManCLJjne/kSJW390Y8GdJqb9eaVxuu6BSL4nL7+XiuYqum6rwn7kdeQigeuMvzBqjWQ+BUg+g6n8rfcKOzsEhVm+Tq2TCIkrG0jVrx0+twsU0t5oL6CA/yw6nzFz12PanllS7vFIufKx2FWEsjLFCZcFGeGM10D6KC/XH8XIvD49PS0hCXmIw9zPb6wN/Me9w3IwoHT13AhRbP5gJ7C5fCnC3rS1uHN9v/vAcaSbiE78ZYSECMCmFYoLfZ8cov8RzlQQTIHB4kV11He4q8r//j77Jcj/BuXDEUPT2ylZ9JvIOkCOXVHMNlyE3bun41Hrv5amxdv9rlcyi1p2N93avy491W3TQ/pbNQ0ACJqTkJCuR0qh05Fd8D/Q0o6uO5GsKRvwv/iC2Zo4bNUFuYwr9LSkpQWlqKtrZ2QTRzcSdC25DxqQByFoNXK65McVd3iefeDqWxp8hbs3uXIu2hnUHPIiXMUsyxUgTGxNYEVftGmthv7KoH96p88fMOr9qcYuAR4ugaju+jtfHobD1r/n6o0eBV+VzBAX7omszPmBlekMDtXGpFHvNH/FnNN5p5iMApac+ZNuylbkqojcKMKAtxJ3NM4k5anyt8HW33UI0SZUeWmgC6pVyqVyqX91EpLsuJsVtTNSc3T6FWeR/BAY6NJ7ECK1IWEXKsN3j3/8tynAv6BPrrRefsiDVmtbZEkJKylB4TzF1gQ0swxjoYj1L67YHt6zvkc7mCWj047qKUCqqv0j8rWtX1IjNjxM01vdMj5W2Ii4i9tyFGP68TdyIsIeNTIzh7uIp99Kr9Ed0pXv3Knq6qXAb5G+wq8k557AmeTVQF0SHKLZwchSiOKEh06Zxi87o7JYSKPqe7SrZSvHumkElHxqCUYusmY7ZHqnxha7YQ28IkFS8itYX9HrNl3UoL47GkpMT52ZjpvwzPzJ4Fvb7dWDXlc0n1aKRFixfmI9SHHJtTrlYKCA7ww9DOziMfHHVROddY2XHini1BKt24lxIpYhJ3Kisrw3OLvrf4e3bRd/APEF8ih1AfZHwSNjGtQdW682q+Ro4Tmd+gNAxMUORNy82Hf4ARabn5mPr3dzHy2hskn49HWLL5fSzMjHJ6vL+TXNvc+EsPx74Z0S63S05cDa0alBODrsnhNt8Tkxduiz7pzu+5J5ESxitGHRJQbsNrQNYlT68vigPJDWMMX777ioXxOHPmTNHGI698LjkUg+XMAyTkR0qlAG9Cb7apzQOlUzDS0tLQp08fZOV3t/iLiU9StF2E+6g7uUfD8IhH76qCB2B+Yjg21Z3kes7OiaGoOsBP4l4rIgqG3x8IvBR5pXipxBAb6tyId5avbP6w0nreifXd1el0dh/G3ewYpWqEV69Re51E8/4XrhFVzuRIcUXfPYvt39nc6wm0G4+lpaXt3s/ILg7PaJ7PZR5WZ8rnslazDPTXe1QxVO7auunRwag9dk7Wa/gycodhOzq9kiHgvOsGX+MDOceEMmh7dejlhIr0LMiJHLvKBr36ul1QQMc2Xd/T9u6a+BBnyyPV6KF1tEdSunwpZtw+EhOvzMOM20eiuLjY6fksnrsi91/MvaVaRc7i7GrVVVCqzIKrt0NsjqonsV6nign5UwMmr6f1Qluv1zv1fup0kJzPNaqb/VB563k2lIO3Ru4x5+hZYN0nbuiVLG9jFEZ9o9I5jvqHkus2HoJJ5shdVYDwXZS3brwU3l4prcP7duQn8vU0+dkwiMMC/REXZsTh001crqHT6ZAUEYjGkx09G67cHikhklKxVY90/PjxWLJkCZBSKOoc337zFZ762ywcqN2DxPQsjJ801abHNz8pDLsPqa/Yu9iwUoLgCe/IEDm42NKMowf3dzAy29raUFdXh4stzQ5zskz5XIcPH8bSLY0W74VHx3b4rJQctmu6JOCrCv41mpUi1OgHo58eTRe1WytSSv3TrskR2Fh3guv1Q4wGnG1q5XpOe4ipC08Qvg6trmRCr9dhUE4M1lQf5XbO7LgQ1Bw+69Y5zI3A+DAjDnEyrJzB2+uQ6aEJnvcWQrCTnUkld03NF5L26pE+88wzePzdb52eq7i4GHfeepOF8Trvifsxde47XEKOPUF+YsfQOyW8fZ7cx3K1PIkjeOeN07aeZ7E1dfsHGPHsR9/h1HHL59vo7kmIj4/Hygb7hpJpmklLS0NaWhp2tNTybK5o709SZBB2HrRt5Isdc96qssubIXlx+G5To/MDARQkh4syPjNjgrH3qLjQ5WH58fhe5PXdxZZaeNfkcGzbf8oj1ycILUA+dRnhbSA5esyZnoHJkY4T7c0flpEOSr7wztcb5MF6eGqmlxMJdE8Lo9hbO9mrR1pVVeXwfKaPzJkzx6bxWvzhfLfb7ClshdK6Ezod6O/amOIdAujJKN7gAIOsIck8GJitTmEs6/qZrhAe5P5mVpck21EmMQnJHYRA+vTpg9TUVLevKQVXI0BSIoNwdZd4DBJRgogHfTPkExfzpOK0K7necmzadUoQn5erdCSaM6E+teOLtekJedH2iCA6wCvkg/eDUu2CH3I8m2xN2EY/57vySgm5mG9M2KtH2rlzZ1Hn2rlzp03jtXFfjfsNVRhX+0p8GH9hLOu29ExzbxHqykI+JtT+wkRNolP2NtvUWE/YVv1MV7g6333BEN73R03OwoTwQOH78TD2HZEoUhjPlegXVze2fAV3BSDl3DiQihKp6/Y2oAjCVWjGkgCvMS9nqA6vcwercEGmBLbCZFOjxNV7VMPC21UlYHv1SGfNmuXwc6bul5eXZ9N4TcrIltSOLjKrTsqBJwWCXKnnxnv2SYqwH22hJrGkyzvFIicupIMRqqImAgAiggI61M+UWn7EhJoMPXdw9FzjESpubey3tVn2igIeatZmzXS0yaP2SAG1jRdf49oeSejtJIKKN3IITxK+jbpnOZXBS4DEfBdOSuiIJyd9b3nADHezFmYfGzueYuphSkWucFtnDw17xoGteqTFxcUYN26cqOvOmjXLpvFaNGmqlOZrPlxJbmz1T2/H1dDn4AA/DMiOQaRKaxebyI4N7lA/88t3X+FSvouwjbWx/+OPJRbvq72skCO8ZQNCDrR4b8IC/ckTSWgeWtlJJCHc9sLH0e6rdcmK5T98L7yXEhlkt6QHb5IitVEPkyfBbm4Y2Ao5k8Mg4i3KwoN+w0Zj7uJlWLRyJ+YuXiba8ASAoqIiLFmyxMJ4nfr3d9Fv6CgZW6xunC10XAn7kxJup8WFljUhRgP3yBG13ZYff/wRNZWb0dbWrs7Z1taKmsrNqFjzq8It805MZWPMjf3Zs/4mytiX0nfkdB45aurgHL56C9Zfw5XvJXeIs1hGUB1LZMbYj+TyhmcGoU7I+JQZU8mK+uoqtDQ3ob66Ck9MnmhRM5FHMr6YBZlRZi9SpwT11Wu0XkB4UphBC/B+uJjf7qKiIgvjVY2Gp1oerrxy/BwhJu+at9qt9f0Vu1CVI7rAkxhFhtxb3w7GGGbOnGkzZP2tV55X3PvJI7cwPVpc2oKnWPHLTx2M/bING1BSUuLkk9Lg8Zx3xWgLNlpuoHo6ZNMa67lOSYX3mFDbzoRuKY49i34a9oRbo2XF5pFdafNAq5DxKTOOSlZIRey6o5+9hZuEOcaV6UjJvIBh+XEIMTrPf+MtzJAU4XveZII/vHL81M41Ij0N9uYSrSyUhne59D3DAsUvrpubm1FbW2tTrKu+vh7Nzc3c2ugKPMK8Xc1DlwPGGF58bk6HfqXX6zFz5kzFjX1zeG1QKR2yaT3XtdRWKNoeWzjbhPM36N1O6RFbfo7EpOxDtbi1C/1yMuNqyQp36JQQBoNeh7U1x7icLyUqCA3Hz3M5l1wkRQThD71SsGzrARw7e2mBJvdiVY1KmQSQGx+KxpMXlG6GKMzD/traWoUcv7lTbpfcf3PjQ7Gp7qRMLXUfe54GbyPCTNTI6GeAn16Hi23OjQWj0YjS0lL885fNHd6bcHVPGI1GnD+nnAHqisCVq7ir3CyG5uZm7K+v6/CMbmtrQ11dHZqbm2E0qqPP2tygGngHAPVEcDjD1lw399k5GHvdGM1sLJmId3MTJVdkpFiGg7BYgtAqZHzKTGJ6FuqrqyweblJKVphjlJTfxW8ijwzyV73xaSI3PgTr90hfnLkTbqjXASLWlT6BWtYPaSoL7XOE+aISuJTjV1JSgpEjR4oO4QTaDZ3hBfH4afshl9pircLZKSEUuw6ecelcgLrUbpUkNNAPJ861iDo2LS0NWfkdb5yn62dKJYtzXeuuyfIbn0ajEUuXr8ayDTstXh/eJQEpyYmC4WmvH3tqvnO2QSV1nF3dJR4/V7o2RwzJi3Ppc4Dtua60tFSY6wiC8A3Iny8zrpassEW35AgkixQNsvlMdHEh2CUp3GWFSU+TG+9aaY7LPFRoXAxiS7Tw8LqKLRujRXqnR8qyOHS20JOSWm1aVNrK8TOF/XVOVK7cjNrr82oFe31GybIaoRLCgU3oHQyogdnR7jRHMVJS05CV393ir3efPrIa+1KNxU1rf7UpQiUmL9VWTqUzgTtHc46rHj97c50aQ5ytcaX+MeF5cuL4boAR8kHGp8zYKlnx4jsfS1IONRHgp8fQzu7lGYjFfKoN8NOLztUSg9hcBx6IfaBFu1HqJI+zcXBlpzibi4PUKMt6imINA0c5I94cNtwlKRw3FaZ5XFmxa3IEokPE/TbNzc04enC/zdB8U9ifv0GPPxZ6xuslt+CQN5IR4/qCJ0NBD32BC7l/jvL6tRY26Qh3vkpUMN8NG8YY/r3A8QaVI1yZ43l/BwC42GJ7rjMPcXYV83rQvdIiO7wfEqDlID/HnVEtysFyYl2b2R7mol690yMt0h8IdaHlEakZ+g0bjX7DRgv/zo1XSBVWwgNVzvqKnRPDsLlevXlpUumVGon4MCNW7jzC5XxRIQEY3S0Rn5XWWbyebWNXr1daJDbWneByXR6obfNap4OFSEfXfoO5nNPR9wz0N2BUtyR8uq7W6bmMRiOe/eg7nDp+1OL1iCB/jB1UIIT98RyP3qTU6AqdEsKw9+g5budLdEN0TO/CRpwUkY1AfwPSooNQd6xj2oS3eAmCAtS1gcbbm93c3IwjBxocblBpAf8A23Pd6O5JiI+P55ZbW5DccVNFr9fhT4Wp+GJDvUvn5L0pxwtrEarnH7pF8U0gOa4+rHM8vqpokPQZpYW1CMeQ8enDSLUTcuJCUH34rMVrrngx5TRsrfHERKzX6xRTcOySFGbT+PSEWIcWKCkpsSvSoRYSklIQk5Bs8Vp0SABSUxNluV5eQpiqRYnkRokUAn+OBr+/QY/gAAPONbeKOv6KTnHYtv9kh9/cNDcGa9orBHS1YWzwRsm0E6PRiBf/+V8cOXK4w3smESpAOQPUoNehrVXcaiImIbnDXNenT7pL1zV5w8QuQZQMcZcLaxEqV3JnY0IDsOfIWecHiqRrcgR2uqETYAu1bTAR7uN9o1EDaDU6KdNKUCI00M+lnXtH6KlHSsKecW30k2+ydhQCo6a+baqZaF48/st3X1F1bpFUDC7ccEebP76Y2+SJPjuQc045z8WYkiWyeODuZqaYr29vc9GeRyyY82I5NjG5Q15qVn53l/NSpYiYOcNTqUDW+Bv0GN83BTf2VbcQlz3E9xHbc7K5CBXQ/nxzJXc2N45vJJ6ShmJOfAiMfnqvierwZmipT7iMO3kh1xQk2NxNltNoIvhQyKHWnycoKSlBaWmpSyIdSiPWILK1mx/gxmKcdykNLdj5CWGWhkVsqFF0zq5YSLhJvdh6Dtna1Blho6B9WnRQh9cA56HtSufa63Q6JEbw8eYq6hX2M2jWo5lnJo7oyv6Pyetp/nwzKQdLgbcDQUmMfgYU9UnBgGz1CEgSttHmqCVcw2ohqOSUExdmxDUFCRbCOkkilXwJZRGrxisHw/LFyfxf8npattVapMOT+TGeulJksOviWdYkuhBOLqcABm+xsqAAfYfFl16vw6huSVyvQ6gXnU6HEOMlY9BeRE+sjRq1eQmuic1lRAcrp/3wO46Ui3lwRadYrudLdyDOJXfouHn/4IV5H5NqQHtKOViJ/NEr89zrN0rnvBLiIONTZsSWRlECd6cn6/ktToUF5D2prKtWojgaI4Cy3ixbC0BbNDc3o7a2Fm1tbRav2xLpoCLe5liOF6lqgdYCGO7PMpYMUlFJJMI7iZYwX7q6ztXrdeifpc3SNGLhLWzmaJ7uFB+KvIRQtw0Xe3iiJJk9L7qtbUt7Kuk8lIOVxpvLvxGX0LbSgAJEBgfg4KmmDq/by1UclBOL/5Q5V1jrkRohvwKszHZYmoJlA+yhdHiTGhiYHYOt+09ilxMRAB7y+q4Y+47yFl3dnTcajSgtLcXhw4exdEuj8HpOXCgu75FjoazosULxnrmMolgLYJSv+RXX9rhF8nnMSyOkRgWh/ni7Wqstr263lHBsbTjlYovF46hkEeGbeEoFdUB2dAc19X6Z2kh/8AR6vQ6Fmd5tzJtjTyWdt3IwQcgFGZ8S6ZEaAT+9Dtv2Wy52OsXbDr8RG6JobSSZ161SK2qNbgj01+NCSxt6p0cq1gbeghPuEBRgQL/MaKfGp9hwFUeHZcWKCyUzl8N3VDqiU4K48w3p3DEcNy0tDWlpadjRcqnkSZfkcKSmRoo6p5LI7V0uSA7H9v18DTZzAYy2tlbo9QYsfvNFPH3fzZJDoRIjAtErLRKRwf4w6HWoP37ebli+WG+4OQOyo1G+7zgG54r3lAxTSFjFFlrIpeVNdIg/jp1tUboZFngqBcFW9EqMCiONvIWYUL7RQsmRgdhY5/w4KThSDm5tkzZB+Bt0aBGpWGyNkmk4hHahXmMHk+GSb2UE+hv06GmjiLHaBqDYorzeyJjuSbiiUyw6u5iPwwN3DXMpn/e0oeto4StWOdO6ELg90QqxSpYpkfZCloC+KhFIUtNeTa+0SFzfk19eY258qE0BjF3bNrks8FSQHI7kyCAkhAdiXO8UDM0Tl+8rhpy4UNzYNxXxYeLTIqJC+C5I5aBbivfWtuOZy0yoG1viTp4k2cHzxBXE9F2pG0o8RdFGdUt0OfJpdDd5SoIR3o26LCYV0SUpHDf0SkafdP4L13gPqMOJmezyE6UZZ//99mvMuH0kJl6Zhxm3j8SvP3zvavNkpb2werBXqbg5wp0i975AZ4n9XCoJ4e6N56E2vLaeiCoIs6HAGuvijn9kkJ9NAQxrgSdXCQowcBeS8EZhCk/WUHYEz1IetpBDAIa4hNKb6aTV4Jz8RH4bTWGB/uiW4lptcEeRSzwZ3zcF13HcMCWURR1PKpUSKtOgyohRpgaRdf6crcWnPYqLizHpjltQX12FluYm1FdXYebDf0ZxcbFbbQqmRQThQXjYGwVJlg/9IW565OJdUJSVC1tRHWJosSOAYUvgSStkc64VNzDbd3LSRsnsDbmiUxzCg/y4K6r6MuabYI4iSTyBp3JptYBYZ4XYFBXraD5PYh4ZJdVjavQzUMkqL4JyPn2IHqmu7WwBwJw5c6DT6YTFJWMMOp0OzzzzDIqKilw+78CsGHxV0eDy5z3BoJwYrKk+6vxAmQkzKjfxZmpcEbZbSjj2HT3HxQvaIzXCIudbq3XmbOGq5yzACwUwBmbHoObwWW7ny44LxdqaY9zOx5PIYH+cOMcvn1IOobes2BDUHD6LiCB/RIcE4LoeyXaPtZXTrGQop9hwaHuiVmLTGdzBXJ3WU1EB9sqnRAT7IykyEI0nLnikHbbomxGFsn3HFVcl5i3kKEc0nxhiQgMs+pUW0hgI+fCeVRPhFHdqYe3cudOmV6OqqsqtNgWZ5St6IhzZFTJjL3lA8kTuLrpLcXGxRYhz6fKlkspemNdP5YF50WYtRiv2SI3E9T2TYfRzf1HsjeGa7sLQLoCRld/d4q9Pnz5ITU1Vunk+gyt1WZWmf5a4xXBCeCCu65kkyqtqK+zXFWEqc3766SeX69e6Wg/UhLeqtjvywg3rHC97+LYjOieG4Y+FqR6rx8rzu7ryhJI7TUmuSEJCm5DxSYgiLy/PZj5X586d3T739T2T0D8rGl045jDIhT1VY54UFxfjxhtvtAhxnvfE/ZJCnO0J+DjD305tNvOdd96GrTVXd4lHaKAfrsr3nLro1vWrXV5YyoGjguqEusmKlT+twt4mmNq9CZmxHft1roQ5NTzQX5QXsFN8KFKixIeOms+XtuY3xhiefPJJoX6tuznM9nB1X0upVB65UVp4SK4caltzhKspD7ZwxZBM0uDGFaFdyPh0EXdCWNWE2IXSrFmzhFBbAEII7qxZs9xuQ1igP3LjQ31GIMgZjkKc3UFsTogzdDod/tArmaun2lR6JS26Xd30hp7JHhNS0gH4fMGLsi8spZRGyInzzG47wQfzcMlUCUaPPZKc9P3suFCM6a49lcmBWTHOD+KAn0EvKRe7MCMaqVFByIwJtlnmrKSkBKWlpQDa69duWbeSW1t5oLRA0FX58ZJSGoIC9PDT6xDpZCNTii6FGNSSPhIe1NELqLR3W6/X2d18JgjekPHpImpRFXSXASLzGYqKivDB4n8jLTcf/gFGpOXm47k3P8K4ceNkbqHvIVeIM08RiRCjH4YXJHCTe0+JDMK43im4XELdRV4cqlyPmsrNAORdWHaSEL6lpsheMaHmgRzCmbXMiK58DUExhpMWS4+odYMxwE+PK/PiMCg3tkMON2MMM2fOhMHQ3sf1egO+fPcV2TaptEhiRKCkklZje6VgfN9Uj+fLD8z2zOaHN+CO4BpF7hDOoCBsH0fKYuDaG8YisNMg4d9p0coq4rmCGpRF9TrAUQ3ovLw8bNmyxWJxwyPEmXftMgBIjQrGsbMnuZwryMP1SoH2heXzz8yGwWBAa2ursLDsPuBK7teSMtbUtEQvzIzGzoNnHB6TFh2ETgmhCAnww8a6E55pmIrgnc/kaSNNytV0Ouk1CbWMudcTaK9fK2xSDbzD5mesleU9QV5CqNNxqhZ0Oh2UcLKpdfPDRKeEUOzSyG/oiMtyYlB77Jykz3RKCPX5TUxfwjvcdwQhkvBAf1zXMwnX9pC3XpSjsEln15Ya4uxqfidxaWHZ2toKwGphSQg4K0Cu0+nQLzPa5XzHawr45nZ5SiREKzjLCbRnS9pKL7lO5rlTTZi8nnq95VJJp9M59H5epoCHTSkVU7FQWRznhAV6hz/IoNfh+p5JGF4gXrehX2Y0uktMZwvwkghEX4R+OS/AUwW3rSfGrsnazHsND/R3WVlOrHeua7J98SRneSxFRUX4z3/+YxHiPPXv79oNcc7mKHASLrOYkJpwdWFJ8Id3zpq3GZ9iS3XYw5lnNsNOLpytwvO88/DUTHNzM2pra9HW1mbxOmMMRw822q1fq4Twk16v89hawBW8JVXJVWzlecqJ0oZsWKA/4sPkizSLDglQvSebsI93bLP4OHIOcHOsS7VEq1xZkSd/6JWMVsZEL5LdLcdRVFSEptR+sl7L1kKlMCMKP2w76NL5tIaYhaWa6lP2TIvApjo+Ic6EfEgpiSQWHiWCHJEbH0p9ywZGoxGlpaU4fPgwAGDplkbhvfDoWFXND96O0saUuwzrHI9vNu732PViQgJw+sJFj13P0yiRpkPwQ9ujmfA4IUYDzja1eux6PVIjsLle+UVRiIdrVHmiluTQzh1DYoxeWk/OFo4WljnpyapbWMa5WafQE4gpg+Gt3NArGRdaWhHuQ55BXyAtLQ1paWkAxWPlJgAAOe5JREFUgB0ttQq3xjHeGKwxomsCzje3alJgyxzzNUSCCrQnPA3vZ0Ooir38hHPI+PRi+mdFYf2e40o3wy38fED6256qXFp0EOqOnZfturzrdV6W0zHPaWB2NNbWHON6HZ7YW1iOL0xVqkkAxG0+JEWqbwET4KdHdlwIag6flVRn0W7SoQhCVeIRCTX6USF1guBMrAY23cRS1CcFZ5ouetV3ckb/rGjsPnQGPVMjuZzvqvx47DlyFt1T+JyPUAZ6UqqU1Cj3paqtw2S9BSlJ7GLgUZfPHQrtSNT76bWVI2NLbEYOhV1P4Cw/KTzID6fOyxfSJGaX2KCmeixmDMyOQc/USIval3ISHuiPoZ3jEOhvwLKtBzxyTUIa1/ZIcjnPnhCPSqcEryXQX48LLW3ODxSON3Cr5+mpOtjukhsfyjUHPzEiUDPfnbCPd1onXgApmNonmnP4TX+RtU7lwtO1zhwR7G9AcIAB55o9F1qtRcZ0S8LZ5osI0cgGj6eLhzvKx+mdHomK2hOWL7rZPK1ucvgKvKMstIYfh5DDmNAAHD1jW+CIkE6mHZEtKVxTkIDvNjU6P1AGeBmxBKEE6ln1+jDFxcW4bthlmHhlHmbcPhKly5dyvwavXWdTIekCB2quhHbR63W4oWey6OMzf/d2xvvYZoler0NYoL9m1PaGd3GvlAnPzTAKTVUfUr3ozkrvEJcw+um5bDBa/0KRChj0kRJ+9yirTWK1eWV5bFgprfyson1rt9i6fjUKCgrw008/Kd0UwkN4SdfVLsXFxRg/fjx2Vm5DS3MT6qurMO+J+1FcXMz1OqO6JXI5T2pUMP5YmIpeaZFczqcURj89An7/42GY89jZVgtSDKpQox/+WJiKq7vwDYVWgsQI7zWg3VUG7Gk13rvbKMFBaBc/gx4Ds6NFR4Hwep7YIyZU2+IywKXyQbZqpbqLn14n+8ZXdEhHw8pZ/dIrOsUiKEAvhMGbExdqRGSwP9Kj3fc4Et4DYwyfL3gRlZWVePLJJ6nEmY9AxicH+mW6Xtx5zpw50Ol0woBjjEGn0+GZZ55xu13mYj081Vod5cNpJVxYp9OhqHcKinqncFGW1el00gRWvAh/g94j6rxy0yk+jOv5HNV61RrWYz7LjkgWIQ+eCJvOjhOfmyVlvHdJkj6utPIcccR1PZJwZV6sLDVneUy3ztYEtmq8OiMtOhjjeqfa9Crq9TqM6Z6EyzvFSj6vVshLcO+3TnND60MLaui22LJuJWoqNwMASktLUVJSonCLCE9AxicHOiW4vmjduXNnh50exhiqqqrcbRbiwwLRKSEUfTIi3T6XWJI9oMDJa19Mz3n3WE4BGBLr0B5yL6Ap9N0+2t8KsSQzRlvGvvm02oOTyqXWCPQ3IDUqWJKhXpDkuYgCXuqjxCXc3eR35/OZNgT/1A5jDF+++wr0+nYvucFgwMyZM8n76QPQilZh8vLyOjycdDodOnfuzOX8/TKjkZ9Ii1StQ+IChDVKyvWr1bjLiAlGXJhRUm6aWjHfcNJKbrEJnU6HG/umYnzfFFHKzTlxIV4d9i6WtGj70TPmofM86jEH0IYmd4I0/pwekhcn/L/1uOUh0GSNyevZ1tYucNja2kreTx+BZh8XCQ/iE8Y6a9YsIdQWgBCCO2vWLC7n90a0tQzjgzeHKhEELwbnxuKaggSvCAM35VWqVSk230k4bXs+vbjF+IDsGFyVf0kUK1Dk55zhTQZtYcalfFyxGgO90yNdvp5a+52ayZDBQHOVHBfCvePDA9EnIxKRwf4d8vpt1fF2B5PX03qu1uv15P30Acj4dJGkiCD0z4rGiK7uqUgWFRVhyZIl6NGjB/wDjEjLzcfUv7+LcePGcWop4Q3wWgh4kzCSN9EtRfnohIRw71moawFn+WEhRj+M75uC0TKI+/CwzXubiVDxCgEfnBuDzJhgt3PnTHhTaKkromHu6BCEBfrjmgL31jdqJjSQv+q2pze9In9XFLb1WE8Idy0FKj8xHGO6J3WItuL93Zqbm3H04P4ORmZbWxvq6urQ3ExlhRyh0+nw9ddf231/79690Ol02Lhxo8faJAXSvHcDsUICGTHB2Hf0nN33i4qKUFRUhDXVR7D3yDnJu7VhMkyiPOmf5bogk5bomRaBQ6cvIM+NHGC5Gdo5Dj9VHlK6GS5j6/EXFKD9PbTUqGBsbTilaBvMQ67kJP53Izc00A9nLlz0yDXVSJKIUg9iPYdS4aHAar4Y5bWnlRETggyN5bd6M94g/GTN8IJ4nG1qVTRtgReX58Zi2/5T3DZrPInRaMTG8jIcPHgI/lYh4PHx8TAa1fH77N27F1lZWaioqECvXr08fv3Zs2fj66+/7mBENjY2IipKu2trdVstXkJKZJBD49NE/8xopEYGIzFC2o5VlyTlvSaOyInT3sToCmGB/ijqk8rtfH4yKFzGhwfimoIE1W9Y2MO6Xl5RnxSH6suEYy7PjcXq3UcASNvZdicgyuhnwB8LU6HX6fB5aZ0bZ/IccnimkyXO81rlp59+wpQpU/D6669j+PDhHr220nUYtUS4j9yr+LBAQL37w5IIMfo5LI90Y99U/KesXrbrd3LT6M3MSEdmRjqn1vgWiYnylruSG82t2pqamtCrVy9Vu5Ndxc+gR3pMsFMhAOvJRoygA6E9uqdEIDrE361SPraICzNyETAqLi5Gz549ERQUhJ49e3KvTWsPc1GOQH+D1/X/JA8aJVE2avl5An+Dnpu3zBNkyaAk6Q15qc5gjOHJJ59UrIZfgJ8ef+iVjKI+KR69rlyYugxvj6ReZ1/ULtVHS4h5A3KLSmlpDpeLpqYmTJkyBfHx8QgMDMTll1+O0tJS4f3CwkK88sorwr/Hjh0Lf39/nDlzBgBQX18PnU6H3bt3dzj3okWLMGfOHGzatAk6nQ46nQ6LFi0C0DHsdv369ejduzcCAwNRWFiIioqKDufbunUrRo8ejdDQUCQkJOCOO+7AkSNHON0JaWjO+Hz88ceRnJysdDNchkdCOu+yG+6IEiiBNyzaAv2d/4aB/gaM6pbkVikfuSguLsb48eOxZcsWXLhwAVu2bMH48eM9ZoDKgVq6lafCXwnnDMuPw2U5MeRBc5GSkhJhIaaUimWI0c9r1MKv65GEXmmR6GWWb2uOq9/TUYmPK0jsjiDs8vjjj2PJkiX4+OOPUV5ejtzcXIwcORLHjh0DAAwZMgQrVqwA0L4Zt2rVKkRGRmL16tUAgF9//RUpKSnIzc3tcO6bbroJ06dPR9euXdHY2IjGxkbcdNNNHY47c+YMrrvuOhQUFKCsrAyzZ8/Go48+anHMiRMncNVVV6F3797YsGEDli1bhoMHD+JPf/oT5zsiDk0Zn0uXLkVJSYnFLoLWuCybr2IYD6zDdgdxVjXjxeDcGFzRKdYrPF2d4tVnUEphzpw5gjIzAEGx+ZlnnlG4Za6THBGExAgjujhR8ZQbHmU15P4OPEag+SaSmM0YJUiKCJLF6ykHcoTpuwNjDDNnzoTBQDX8eBEW6I+C5HC7qQYDs/g/u71hs5cg5ODs2bNYsGABXn75ZYwePRoFBQV47733EBQUhA8++AAAMHToUKxevRqtra3YvHkzAgICcNtttwkG6YoVKzBkyBCb5w8KCkJoaCj8/PyQmJiIxMREBAV1jET49NNP0dbWhg8++ABdu3bFddddh8cee8zimDfffBO9e/fGCy+8gPz8fPTu3Rsffvghli9fjp07d/K9MSJQ5xPfBgcPHsQ999yDxYsXIzhYnPewqakJp06dEv7U8NDTQr02d4oVy1nnKiMmBGnR6pEyd4cuSWFIjw7G4Fx1GvrO2LlzZ4fxxBhDVVWV7Nc21a3lHQ6m1+twVX4CeqerM4l/zcrleOzmq7F1/Wqnx6r1O1hzbY8kjO6WKJuwji/RN4Pvb+6u0W3yera2emcNPzWmmkd4QX1bgtAK1dXVaGlpweDBg4XX/P390b9/f1RWVgIArrjiCpw+fRoVFRX49ddfMWTIEAwdOlQwPn/99VcMHTrUrXZUVlaiR48eCAy8lLJz2WWXWRyzadMmLF++HKGhocJffn6+8D08jQqnz44wxjBx4kTcf//9KCwsFP25uXPnIiIiQvjbv3+/jK0kACAzJoSr8lpmTAj8DDpV1c/igZ9Bj8s7xWpW2TEvL6/DjrhOp0Pnzp1lv3ZcmBFFfVJwpQ+FpzLG8MIzs7B/7258vuBFVWyk8SAiyB9RIQFKN4OwQUyo67+Lyeup11suMbypht+1PdxP/0mOVIfolL/KvOaENnC1nIsvERkZiZ49e2LFihWCoXnllVeioqICO3fuxK5du+x6Pnly5swZXH/99di4caPF365du3DllVfKfn1rFDU+Z8yYISTR2vvbsWMH3njjDZw+fRpPPPGEpPM/8cQTOHnypPCn5VxRraDX61CYaV99TSqB/gbc2CcVg3Mp70QsOXHyG7SzZs0SQm0BCCG4s2bNkv3agOu5TUoxykmtRmeLP/PcuZrKzdiybiWXdpmHsNPykzAn0A1vdHNzM2pra9HW1mbxutZr+A3MvvRsC3WQJykWns9KV7g8NxaRwf64LMfx8zU6JAAhRgO3etOE9rkqPx6pUd7lFJBKTk4OAgIC8NtvvwmvtbS0oLS0FAUFBcJrQ4YMwfLly7Fy5UoMHToU0dHR6NKlC55//nkkJSUhLy/P7jUCAgKE6BF7dOnSBZs3b8aFCxeE19auXWtxTJ8+fbBt2zZkZmYiNzfX4i8kxPNOEEXrLUyfPh0TJ050eEx2djZ++eUX/O9//+tQ96ewsBC33XYbPv74Y5ufNRqNFp+h3AVtooVQZTWRLKJ+oLsUFRVhyZIleOaZZ1BVVYXOnTtj1qxZGDdunOzX1iLRTrx7YYH+6JUWaVOd0Dx3rrW1FXq9AV+++wrmTrnd7TktOMAP+Ulh8NPraJxpkLG9k/F1hbiInqGd47Ci6rDT4y7PjcWRs00WqtJSMRqNKC0txeHDHa+nphp+UokJ4dtupT3A6THBSBcRVTSqW6LFZiPh2ySEGyWXBNQ6tlKKunbtigceeACPPfYYoqOjkZ6ejpdeegnnzp3DpEmThOOGDh2KN954A3FxcUKo69ChQ/Hmm2/ij3/8o8PrZmZmYs+ePdi4cSNSU1MRFhbWYf689dZb8dRTT+Gee+7BE088gb1793bQxnnwwQfx3nvv4ZZbbsHjjz+O6Oho7N69G5999hnef/99ITffUyhqfMbFxSEuznno3Ouvv47nnntO+Pf+/fsxcuRIfP755xgwYICcTSQIwg5FRUUoKiqS/Ln+WdrIR/Q0Bcm2a0maez0BoK2tFTWVm1FSUoKRI0e6fd0+LuSHaj9oUhm6Jodj2/5T3M63ZuUKPHbPA5gwbQ4GZN/g8Fixm1JiDRKgXSGaMdhciKalpSEtLU3UeQj1Q4YnYaJbSoTSTfA4N998c4fX6urq8Pe//x1tbW244447cPr0aRQWFuKHH35AVNSl5+oVV1yBtrY2i/DaoUOHYv78+U7zPU1VBIYNG4YTJ07go48+6uC0Cw0NxXfffYf7778fvXv3RkFBAV588UWMHz9eOCY5ORm//fYb/vrXv2LEiBFoampCRkYGRo0a1SE9whNootJ8erplEdrQ0PacwpycHKSmpirRJEmEU6gKQZhBixixmOfOmYcwmnLnRowYQYtCH8VUQ9OUB/znm673eBvG9U7BmaaLiA3VpidTaazHrj0VW4IglCEzM9NphMLrr7+O119/3e770dHRHVIQxo4dKyrywWg04j//+U+H160/O3DgQGzcuNHhMZ06dVJNOTya6TxAdEgArugU6zTviyC8jUB/A6JD/BEd4nsbMDxKX6g1d47MXeWxzgNetfxnj7ch0N9AhidHyPgkCMIX0ITn0xoxOxFqw1tKhBCEVEZ2bd90+ff6OoVb4lniwwLROTEUYYGuG97emjtHuIetPODX/v4sJv7pD+QJJwgvIdsD4oEEoQSaND4JgtAOvrwY7pvhvpol5c4R1tjKA96ysdxpHnBqVBDqj59Hdiy/clgEQcgDD0VlglAjFONByI4vGx+eol8mXxEfow3VVYIg3CM2zH1Ptb0amjqd8xqaV+bF4aZ+aQgK0FapIoIg3MeeqB1BeBpaYRKyYF4PjZCf3Hi+nowRXRO4ng8AUqKC4GfQuVXCgSC0TEpkEK7oFIvreya5fA57ecCMicsDNlBJHYIgXCDE2L5p5ax0GEE4g4xPQhZiSITCo/D2LpvnKcZx8NYAwJC8ONzYJxVGN4rXE65BQibqIS06mEsecFlZGcrKyjD3n9/juUXfY+WadSgtLaU8YIIgZOH6Hsn4U2EqPU+sYIzh3nvvRXR0NHQ6HTZu3GjzNU8yc+ZM3HvvvbJfZ+DAgViyZInkz1EPIgjCIZ04elX15HXxOBFB/ly8XQPMohkCKCxbUdLS0tCnTx/06dMH028djak3j8QVl/XXROkxgvAmCjmnvKgZvV4HPzI8O7Bs2TIsWrQI33//PRobG9GtWzebr7nD3r17RRuxBw4cwPz58/HUU08Jr82dOxf9+vVDWFgY4uPjMXbsWFRVVVl8btq0aYiOjkZaWhr+9a9/Wbz35Zdf4vrrO5bzevrppzFjxowOkTjOoF5EEAThxZhCpdwlJy4Uo7slYmTXBNr5VhH+Bj1CSJjEI/j7qXvz7KeffsJjN1+NretXK90UnyEvIQzDC+JxQ69kpZtCKER1dTWSkpIwaNAgJCYmws/Pz+ZrnuL999/HoEGDkJGRIbz266+/4sEHH8TatWvx448/oqWlBSNGjMDZs2cBAN999x0+/fRTlJSU4KWXXsLdd9+NI0eOAABOnjyJp556Cm+99VaHa40ePRqnT5/G0qVLJbWRVhAaJCE8UOkmEAThg0SFBFBIPeGzBAf4oV9mFAblxCjdlA4wxvDkk09i/97d+HzBi5orR6dl4sMCVatMmxBO87W7/Prrr+jfvz+MRiOSkpIwY8YMXLx4EQAwceJEPPzww6itrYVOp0NmZqbN1wDgP//5D7p3746goCDExMRg+PDhgvEHtBuNXbp0QWBgIPLz8/H2228L72VlZQEAevfuDZ1Oh6FDh9pt72effdbBS7ls2TJMnDgRXbt2Rc+ePbFo0SLU1tairKwMAFBZWYmhQ4eisLAQt9xyC8LDw7Fnzx4AwOOPP44HHngA6enpHa5lMBgwZswYfPbZZ5LuqU8any0tLcL/b9++HXV17fUHL1y4gPLycpw+fRoAcPDgQWzatEk4tqqqCvv27RPOUV5ejpMnTwIADh8+jIqKCuHYXbt2CT9ca2srysvLcfz4cQDA0aNHUV5eLjwcqqurUV1dDaD9AVJeXo6jR48CAI4fP47y8nK0trYCAPbs2YN9e6qF65xp2CXUADx58iTKy8uF77dv3z4Lt/qmTZtw8OBBAMDp06dRXl6OCxcutLfp4H7U79kpHLtlyxY0NjYCAM6ePYvy8nKcP38eANDQ0IBt27YJx27btg319fUAgPPnz6O8vBxnzpxpb/+Rg9i8ebNwbGVlJWprawEATU1NKC8vx6lTp4T7bR5SUFVVhb1791rc7xMnTgj3u7y83OJ+19TUWNzvY8eOAQCOHTuG8vJyISygpqYGu3fvFj5bXl4u7PCY7rdpYtmzZw927rx0XzZu3IhDhw4BAE6dOoXy8nJB4KO2thY7duwQjt28eTMOHDjQ/judOWNxv+vr67F9+3bh2K1bt2L//v0AgHPnzqG8vBznzp0DAOzfvx9bt24Vjt2+fbtwv0191nS/Txw9hH27KoVjd+zYIdzv5uZmi/t96NAhi/u9c+dOoc9evHgRe3ZswdlT7f37yJEjFvd79+7dwv1ua2uzeb9Nfbampga7du2yuN+mPnvixAmLPrt3716LPrtx40ahz5rud1NTk3C/KysvfdfNmzcLfdZ0v019tr6+vkOfbWhoAHCpz5oeAo2NjdiyZYvF/dbaHLFr1y5Bsfhk/U4uc0RdXZ1Fn+U1RzQ2NtIcAc/NEQcOHLC43+7MEeZ91lfmiE4JYTC2nOI2R+zZsQXnzrTfb3fmiEWLFgnld2oqN+PH//wTx5zMESYqKipojoA65ogjBxqwf++l87o7R/RObq8xf/zwQeyuunQszRG25whrGhoaMGbMGPTr1w+bNm3CggUL8MEHH+C5554DAMyfPx/PPPMMUlNT0djYiNLSUpuvNTY24pZbbsGf//xnVFZWYsWKFSgqKhLG77/+9S/87W9/w/PPP4/Kykq88MILmDlzJj7++GMAwPr16wG0Rzc0NjaiuLjYZnuPHTuG7du3o7Cw0O53AiCsS6Kj29NpevbsiQ0bNuD48eMoKyvD+fPnkZubi9WrV6O8vBxTpkyxe67+/ftj1apVDq/XAeZDpKSkMABMr9cLr3Xv3p09/PDDjDHGdu3axQCw5cuXM8YYe+mll1hUVJRw7MCBA9mkSZMYY4zt37+fAWDff/89Y4yxN998kwUEBAjHXn311ezmm29mjDF28uRJBoB98cUXjDHGPvroIwaAtbS0MMYYu/7669n111/PGGOspaWFAWAfffQRY4yxL774ggFgJ0+eZIwxdvPNN7Orr76aMcbYiXPNLCAggL355puMMca+//57BoDt37+fMcbYpEmT2MCBA4U2RUVFsZdeeokxxtjy5csZALZr1y7GGGMj/jiRpeXks3+t3Sfcq1mzZjHGGFu/fj0DwDZt2sQYY2zGjBksJydHOG9eXh579NFHGWOMbd26lQFgK1etZv9au4/deO90lpiYKBzbu3dvNnnyZMYYY3v27GEA2I8//sgYY+wf//gHCwsLE44dPHgwmzBhAmOMsUOHDjEA7JtvvmGMMfbOO+8wg8EgHDtixAh24403MsYYO3PmDAPAPv30U8YYY4sXL2YA2IULFxhjjI0bN46NGTNG+CwA9t577zHGGFuyZAkDwI4ePcoYY+y2225jQ4YMEY4NDg5m8+fPZ4wxtmzZMgaA1dXVMcYYu/fee1lhYaFwbGxsLHvhhRcYY4ytWrWKAWA7duxgjDH2yCOPsIKCAuHYjIwM9tRTTzHGGCsrK2MAWFlZGWOMsaeeeoplZGQIxxYUFLBHHnmEMcbYjh07GAC2atUqdvj0Bfb407NZbGyscGxhYSG79957GWOM1dXVMQBs2bJljDHG5s+fz4KDg4VjhwwZwm677TbGGGNHjx5lANjUue+wPYfPsPfee4+ZTxdjxoxh48aNY4wxduHCBQaALV68mDHG2KeffsoAsDNnzjDGGLvxxhvZiBEjhM8aDAb2zjvvMMYY++abbxgAdujQIcYYYxMmTGCDBw8Wjg0LC2P/+Mc/GGOM/fjjjwwA27NnD2OMscmTJ7PevXsLxyYmJrJnn32WMcbYmjVrGAC2detWxhhjjz76KMvLyxOOzcnJYTNmzGCMMbZp0yYGgK1fv54xxtisWbNYSkqKcKxW54jzzRdZ/fFz3OaIhx9+mHXv3l041t05Ys2aNYwxxp599lmaI5hn5gjGGHvhhRe4zhFLlixhjDGaI1yYI3btqWUA2KP/+JAVl9e5PEe0tbWxyMhIBoABYDqdngFg7773PmPM8TqCMUZzxO+oYY64auytLLtLD/avtfvYlvoTXOaIf63dx/4w8SGWlJomHEtzxB7GWMc5wponn3ySde7cmbW1tQmvvfXWWyw0NJS1trYyxhh77bXXLOZfW6+Zfo+9e/favE5OTo7Q10w8++yz7LLLLmOMXernFRUVdtvKGGMVFRUMAKutrbV7TGtrK7v22mst7hFj7fNaTk4O69atGysuLmZNTU2sW7dubMOGDeyNN95geXl5bNCgQcKcaeKbb75her1euB9i8EnjMz4+Xnht27Ztwo90/vx5VlZWxk6dOsUYY+zAgQNs48aNwrE7duwQOk5zczMrKytjJ06cYIy1T2rl5eXCsTt37mQ1NTWMMcYuXrzIysrK2LFjxxhjjB05coSVlZUJnXn37t1s9+7djDHG2traWFlZGTty5AhjjLFjx46xsrIydvHiRcYYYzU1NWznzp3CdcrLy4UBd+LECVZWVsaam5sZY4zt3btXmKQYY2zjxo3swIEDjDHGTp06xcrKytj58+cZY4y9/s3/2Iv//lEwPjdv3iw8fM6cOcPKysrYuXPnGGOM1dfXW3S+rVu3ChPnuXPnWFlZGTt9+jQ713SR1eyrEx42jDG2fft2tm9f+zUuXLjAysrKhAfigQMHLAbWjh07hAnCdL+PHz8u3G/Twst0v6urqy3ut2niP3r0KCsrKxMGRnV1tfCwZKx9Ujh8+LDF/TYt+mtqalhVVZVwbEVFBTt48CBjrH0xUFZWxpqamhhjjO3bt49VVlYKx27atIk1NjYyxhg7ffq0xf2uq6tj27ZtE47dsmULa2hoYIwxdvbsWVZWVsbOnj3LGGOsoaGBbdmyRTh227Ztwv029dnTp08zxhhrbGy0uN+VlZXC/W5qarK43wcPHrS431VVVUKfbWlpYc8t+p4tLNnM9hw+ww4fPmxxv3ft2iXc79bWVpv329Rnq6urLfpsWVmZ0GePHz9u0Wf37Nlj0WcrKiqEPmu636aH/759+9j27dst7repz5rut6nP1tXVdeiz9fX1jLFLfdb0kNu/fz/bvHmzxf2mOYKx2tpaiz7LY44w3W+aI7Q5R5j3WZojpM8Rx06fY88t+p6999MW1nyx1eU5wmTAWP+ZDFWaI/YwxrQxR8z/eg17+bOfBeOTxxzxr7X72JvfrWdf/vibcCzNEbbnCGvGjRvHJk6caPHaxo0bGQDhnogxPi9evMiuvvpqFhYWxm688Ua2cOFC4b6YNjqCgoJYSEiI8Gc0GgV7RazxadpUM90bW9x///0sIyND+P3tMXv2bDZ16lS2adMmlpCQwA4dOsQ+/PBD1qdPH4vjSkpKGABhbItBx5jvJAakpqaioaEBKSkpQrgB0c6n62qF/791QMe4bsL3MPWJQTkxyIwNUbg1BEEQ3sWZpov4dmN7mOSfClNdUhJljGHAgAEoKyuzUJzU6XQoLCzEunXruJfiIuTDfC3WIzUC3VIiuJ2zIDkcvdIi3T6fL1FUVISIiAh89NFHwmubNm1Cr169sG/fPqSnp2PevHmYN2+eEN4NwOZrjDGsWbMGJSUl+Oqrr3DgwAGsW7cOwcHBSExMxCeffIIBAwZYXN9gMCArKwt79+5FVlYWKioq0KtXL7vt3bVrF/Ly8lBVVYW8vLwO7z/00EP45ptvsHLlSiGP1BY7duzA9ddfj4qKCnz44YdYvXo1vvjiC5w9exahoaE4deoUwsLCAACff/45Jk2aJIRti8Encz4JgiAIgiC0TnNzM2prazuUOmCMoa6uTsglJAhCOl26dMH//vc/CwGv3377DWFhYZJLW+l0OgwePBhz5sxBRUUFAgIC8NVXXyEhIQHJycmoqalBbm6uxZ/JQAwICAAAIQfWHjk5OQgPD7fIBQba54OHHnoIX331FX755ReHhidjDPfddx9effVVhIaGorW1VcinNf3XvB1bt25F7969Jd0LdcpzEQRBEARBeDGBZvVyXa3FazQaUVpaKoivNJ44j71Hz6JXWiQyUpNhNJLaqZbokhSGysbTSjeD+J3Jkydj3rx5ePjhh/HQQw+hqqoKs2bNwrRp06DXi/ffrVu3Dj///DNGjBiB+Ph4rFu3DocPH0aXLl0AAHPmzMGUKVMQERGBUaNGoampSRAAmjZtGuLj4xEUFIRly5YhNTUVgYGBiIjo6BXX6/UYPnw4Vq9ejbFjxwqvP/jgg/j000/xzTffICwsTBCxioiIQFBQkMU53n//fcTFxQmKuYMHD8bs2bOxdu1aLF26FAUFBYiMjBSOX7VqFUaMGCH6XgBkfBIEQRAEQXgcP4MeRX1SAMCt0Ni0tDSkpaXxahahIL3To8j4VBEpKSn4v//7Pzz22GPo2bMnoqOjMWnSJDz99NOSzhMeHo6VK1di3rx5OHXqFDIyMvCPf/wDo0ePBgDcfffdCA4Oxssvv4zHHnsMISEh6N69O6ZOnQoA8PPzw+uvv45nnnkGf/vb33DFFVdgxYoVNq91991345577sFLL70kGMgLFiwAgA4lWj766CNMnDhR+PfBgwfx/PPPY82aNcJr/fv3x/Tp03HttdciPj5eUOAF2tWA16xZg08++UTS/aCcTwIA5XwSHaGcT4IgCILwLKZn75DOcUiJDHJytPjzUc6nb2DKA3/kkUdwyy23yHqtv/71rzh+/DgWLlwo6XOU80kQhE38fg8DiwujsC2CIAiC8ATX9kjC5bmxXAxPc0ICDFzPR6gTnU6HhQsXCnVm5SQ+Ph7PPvus5M/5pPFpSpgFtFtA3gSv4tBHD+5H/Z5LRZCpODQVkM/EQQzJDEKI0U8TxaF5FJAH2vssrwLy3jRHUAF5miO0XkCe5giaI7QwRzTuq0Z6TDAAPnPEsPw4xOjP4PzBvcKxNEfYniO8hV69euGOO+6Q/TrTp09HQkKC9A+KLsriBZjqfOr1euE1rRaQN8GrOPTEex5gaTn57LtNDcK9ouLQVEBeS8Wh1VZA3tvmCCogT3MEzRE0R9AcQXOEN88RhGfwSePTVLSVMSogb14cesuWrUKbqDg0FZDXWnFotRWQ98Y5ggrI0xxBcwTNETRH0BzhrXME4RlIcIggCIIgCIIgCIKQHZ/M+SQIgiAIgiAIgiA8CxmfBEEQBEEQBEEQhOyQ8UkQBEEQBEEQBEHIDhmfBEEQBEEQBEEQhOyQ8UkQBEEQBEEQBEHIDhmfBEEQBEEQBEEQhOyQ8UkQBEEQBEEQBEHIDhmfBEEQBEEQBEEQhOyQ8UkQBEEQBEEQBEHIDhmfBEEQBEEQBEEQhOyQ8UkQBEEQBEEQBEHIDhmfBEEQBEEQBEEQhOyQ8UkQBEEQBEEQBEHIDhmfBEEQBEEQBEEQhOyQ8UkQBEEQBEEQBEHIjo4xxpRuhKcICAhAS0sL9Ho9kpKSlG4OQRAEQRAEQRAKk5iYiA0bNijdDJ/AT+kGeJLW1lYAQFtbGxoaGhRuDUEQBEEQBEEQhO/gU8ZnYGAgLly4AIPBgPj4eJvHMMawf/9+JCcnQ6fTebiF3gXdS/7QPeUL3U9+0L3kD91TvtD95AfdS/7QPeWL1PuZmJjogVYRgI+F3Yrh1KlTiIiIwMmTJxEeHq50czQN3Uv+0D3lC91PftC95A/dU77Q/eQH3Uv+0D3lC91P9UKCQwRBEARBEARBEITskPFJEARBEARBEARByA4Zn1YYjUbMmjULRqNR6aZoHrqX/KF7yhe6n/yge8kfuqd8ofvJD7qX/KF7yhe6n+qFcj4JgiAIgiAIgiAI2SHPJ0EQBEEQBEEQBCE7ZHwSBEEQBEEQBEEQskPGJ0EQBEEQBEEQBCE7ZHwSBEEQBEEQBEEQskPGJ0EQBEEQBEEQBCE7Pmt8ksgvoTaoT/Ln4sWLSjeBIGxC450/Z86cUboJBGETGu/82bdvH+rr6wEAra2tCreGkILPGJ8tLS145ZVX8NVXXwEAdDqdwi3SPjSZ8oExhtbWVos+SffWPZqbm/H444/j3nvvxbRp01BTU6N0kzQP9Uk+0HjnT3NzMx5++GGMHTsWRUVF+Pzzz+meugndPz7QeJeHb775BllZWXjooYcAAAaDQeEWEVLwCeNz6dKl6NmzJx5//HEsWbIE+/fvB0ATgLuYJtMffvgBJ06cULYxGqWtrQ06nQ4GgwENDQ148803sWHDBhw/fhwA9VFX+PLLL5GVlYUNGzYgNTUVn3/+Oe6//36sWbNG6aZpGhrv7kPjnT+LFy9GZmYmtm7digkTJuD06dOYP38+fvjhB6WbpmlovLsPjXf5WL9+PQYMGIC6ujosWbIEAHk/tYTXG59nz57FV199hWuuuQYvvPACqqqq8M033wAg7ycPtm/fjtGjR+PYsWMAaDKVil7fPgQ/+OADpKWl4e2338Yf/vAHjB07FidPnqQ+KpGNGzfio48+wsMPP4xffvkFzzzzDNatW4fdu3dj7969SjdP89B4dw8a73zZuXMnvv32Wzz++ONYvnw57rjjDnzwwQeoqamBn5+f0s3TPDTe3YPGO3/a2toAACdPnkS/fv3Qu3dvzJ8/Hy0tLTAYDNRHNYLXG5/BwcGYOHEiJk+ejBkzZiA9PR1Lly7F5s2bAVzqyIR02traEBERgV69emHt2rUAyKCXyooVKzBlyhRs2LABJSUlKC8vxxdffIGDBw/irrvuoh1niTQ3N6OgoAB33nkngPZw+9TUVERFRaGyslLh1mkbGu/uQ+OdL3FxcXjssccwceJE4bWjR4+iZ8+eCA0NRVNTk3KN0zg03t2Hxjt/9Ho9GGPYvXs3br/9dowbNw5Hjx7FggULALQ/8wn143XG53/+8x/89NNPaGxsBNA+WQ4aNAidO3cGANx///2or6/HV199BcaYsDNFiOOLL75AWVkZgPZJICgoCM3NzcL7tOtkG1PehznNzc344Ycf8Mknn6C0tBSDBg2C0WjE4MGD8emnn+Lbb7+lUFEnmMa7KZS+f//+eOWVV5CcnAwA8Pf3x8mTJ3H27FkMHjxYyaZqEhrvrkHjXR6sn+9RUVHo378/IiMjAQAPPfQQ+vfvj0OHDuH6669HUVERVq1apWCLtQWNd9eg8S4P1uMdgJA/azAY0NTUhIEDB2LcuHH44IMPcPvtt+PVV1+lTSctwLyEf/7znyw+Pp7179+fxcXFscGDB7OvvvqKMcZYa2sra2trE46dPHkyGzJkCPvpp58YY8ziPaId63vGGGNr1qxhvXr1YtnZ2ayqqoo1NzczxhgbOXIku+222xhjdC9tcfHiReH/T58+zY4fP87Onz/PGGOsoqKCXXXVVaxz587CMU1NTYwxxkaPHs3Gjh3LGKP7ao2j8d7W1sZaW1uFY/fu3cs6derEdu/erVBr1Q+Nd37QeOePs+e7iZtvvpktW7aMnTlzhv3222/sj3/8I7vssssUarV6ofHODxrv/HE03hlj7NixYywxMVG4l4888ggLDAxkQUFBbMOGDQq1mpCC5t1+Fy9exPz58zF37ly88MILWLVqFb7++mvk5ORg4cKFaGpqgl6vh06nE0JsH374YVy4cAHffPMNzp49C8YYdu7cqfA3UQ+tra3CPTt48KBw3y677DIsW7YMPXr0wK233oqFCxcCAAYPHoxz587h1KlTFJZjA5MK29NPP43u3bvjD3/4A0aOHIl9+/ahV69euOOOO3D69Gl88sknAC7liWRkZOD8+fNoamqi+/o7Ysa7TqcTQnOA9tAnAII3FICQw0TQeOcNjXd+iH2+m0oqffrppxg5ciRCQkKEiKcLFy4IkREEjXfe0Hjnh5jxDgDnz5/HkCFDUFxcjB49emDx4sUYPnw4MjIyhP5M4kPqRvPG59mzZ3H48GFMmDABd911FwICAjBo0CAUFBTg1KlTFnX+TAvS/Px8jBs3Dhs2bMBzzz2Hfv364bbbbvPpzmr+3Q0GA44ePYpbb70VV111FUaOHIkXXngBAJCQkIB///vfGDt2LGbPno33338fZ8+exZEjRxAWFkZhOQB+++03/PLLL0LNufPnz+OOO+7A999/j3nz5uGNN95AUFAQbrnlFpSXl+Paa6/F0KFDMXv2bMEounjxIsrLyzFw4EAYjUYlv46qkDLeTQ/0r7/+Gtdeey2CgoKwceNGjBgxAs8++6xP91Ua7/yg8S4fYse7n58fGGMWi/jW1lZUV1ejsLDQYuPJF6Hxzg8a7/LhbLyb8jlbW1vxxRdf4M4778SVV16JXbt24cUXX0RmZiamTZsGgEqvqB7lnK6us3PnToswhYqKCiH0wRSC869//Yv16tVLcMubML1fWlrK/P39mU6nY/fee2+H43yJl156iU2ZMoVduHCBMcbYt99+y9LT01lRURErLi5mCxcuZHq9ni1evJidO3dO+NzHH3/M+vXrxwYPHswMBgPbu3evUl9BFWzcuJFdccUVLDc3lz344IOstLSUMcZYTU0NKywsZBs3bmSMMbZ//37Wq1cv1rlzZ/a///2PMcbYN998w+Lj41lycjK75557WNeuXVlubi7bvHmzYt9HLbgz3s+cOcOuuuoq9u9//5s98MADzGAwsNtuu00IKfNFaLzzgca7PLgz3hlj7Ny5c6y+vp7dfffdrHPnzmz58uWMMd8NbaTxzgca7/Lg6nj/7LPP2Lp16yzO9c4777CXX36ZtbW1+ex41wqaMj4///xzlpmZyTp37sz69+/P3n//fYv3zXM/br31VjZx4kTGGGMtLS0Wxy1YsIDpdDo2YsQIVl1dLX/DVcw///lPptPpWLdu3dhnn33GGGPsjTfeYPPmzROOWbFiBdPpdKx3795s06ZNFp9ftmwZGzt2LDMYDOznn3/2aNvVgGmCe+utt1hcXBx78MEHWWVlJdu5c6dwzNdff8169uzJGGNs4sSJLDQ0lN13331s//79wjGnTp1i06dPZzk5OWzBggXsv//9r0e/hxrhMd43btzIdDod0+l0bODAgWz79u2eabxKofHuHjTe5cPV8W6ec7dkyRI2ZcoUlpCQwIYOHcp27drlmcarFBrv7kHjXT5cHe+2No5Nv5P5XECoG80YnyUlJSwzM5O99dZbbNmyZWzatGnM39+fLVy4UEjuNu12nD9/nvXo0YMtXrzY5rk2bdrEPv/8c082X3WYBvbKlSuZTqdjY8aMYbfccgs7cuQI2717Nztx4gSrra1lo0aNYomJiey1115j0dHRbMqUKezUqVMW5zpz5gwLCwsT7qn5pOELnD59mg0dOpTNnz/f5vuVlZUsJiaGGQwGdu2111rs1pWXl7NffvmFMcbY8uXL2VVXXcXuvfde4X3rjRNfgdd4X7lyJRs6dCj78ccfPf0VVAWNd37QeOcPr/G+bds29sorrwhigr4KjXd+0HjnD6/xTsamdlG98Wna0ZgzZw7r27evxa7H5MmTWWFhISsuLrb4TENDA8vMzBR2p3bu3MkeeeQRzzVapZw/f55t27aNMXbpvh44cICNGTOG3XnnnezKK6+02BG94447WFFRkeAdfuihh1hqaqrFg90UBjFy5Eg2ffp0T30VVVFSUsJiYmKEsBvGGKuurmbbtm1jFRUVrLy8nE2ePJnl5ORYfO7cuXPs3nvvZU8++SRjrP1B9PLLL7OCggJWUlLCGPO9Bz2v8T516lTPNVql0HiXBxrv/KDxzg8a7/JA450ftJ4nTKhecMgkILB9+3bk5OTA399fSDp+7rnnEBgYiG+++QYHDhwQPvPTTz8hLS0NSUlJ+Mtf/oKCggLs27cPLS0tPpsw/3//93+Ij4/HyJEjsWrVKuG+njp1Cm1tbZg0aRIyMjLwf//3f9i8eTP27t2LH374Abfccguys7Nx4cIF1NbWoqGhAa+88oqQbB8QEIBTp05hz5496N+/v5JfUTEuv/xyXLhwAa+99hq++OIL3H777Zg0aRJuvPFGFBYW4i9/+QuSkpIQFhaGG264Ae+//z6Ki4tx2WWXYd26dbjuuusAtItmjBw5EtHR0fjss88AwOfq0PIa77W1tWhpaRGU73wNGu/yQeOdH7zHOz3fabzzhsY7P2g9TwgobPx2oKSkhD388MPstddeswhfWLhwIQsLCxPc7KYdk4ULF7K8vDwLUYE//vGPLCoqisXExLCuXbsKieG+zPLly1mnTp1YXFwc69+/P3vjjTeEkI9evXqxt99+m23cuJH169ePzZw5kzU1NbHIyEj29NNPs127drF33nmHPfDAA6ysrIxt3bpVOO/Zs2fZhAkTWKdOnVhDQ4NSX09xPv/8czZkyBAWFhbGrrvuOvbGG2+wH374gS1dupQNHTqUDR8+nG3fvp0NGTKEDRw4kHXt2pU98cQTNs+1ZcsWD7deOWi8ywONd3mh8e4aNN7lgca7vNB4dw0a74Q9VGN87t+/n1133XUsPj6e3Xbbbax79+4sIiJC6LBVVVUsJSWFzZw5kzHGLFSvTDkLjLVPltdddx1LTU0VEuyJ9kE8efJkduONN7LJkyezoqIiduuttzLGGHvxxRfZQw89xBhjbPr06WzQoEGstLSU/fOf/2TR0dEsMTGRJSUlsSVLlgjnMw8X8eWHkjknT55kZ86cYYxZ5nJMnjyZ9e3bV3jN/DjGfDNvgca7vNB4lx8a7+Kh8S4vNN7lh8a7eGi8E85QhfFp2l276aabWE1NjfB6//79BYWrU6dOseeee44FBQWx2tpaxtil+PEhQ4awu+++W/jchg0bPNh67bBz5042fPhwNm3aNFZbW8u6dOnCHnnkETZ8+HD28MMPM8ba1UGHDx/OJk2axFpaWlh9fb3Pi7W4w+nTp9moUaMsdkFN/ba1tdUn5cBpvHsGGu+eh8Z7R2i8ewYa756HxntHaLwTYlBFwHlwcDCMRiMmTpyIrKwsoXD0mDFjUFlZCcYYwsLCcOutt6JPnz7405/+hH379kGn06G2thaHDh3C2LFjhfP17dtXoW+ibjp16oSrrroKq1evxvHjx/Htt98iODgYP//8M5YsWYKWlhb07NkTV155JdauXYt169YhJSUFw4cPBwDhdyEcc/r0aRw+fBg///wzRo4ciYMHD+Kmm24S3jflPej1eoui6L4CjXfPQOPdM9B4dwyNd89A490z0Hh3DI13Qgw6xtSRsdvS0gJ/f38AQFtbG/R6PW677TaEhIRg4cKFwnENDQ0YOnQoLl68iMLCQqxZswb5+fn49NNPkZCQoFTzNcOJEydw0003ITExER988AH8/Pzw7LPPYsCAARgxYgQA4OTJkzhy5AhycnIUbq32MN1fANi8eTNuuukmzJs3T9lGqRAa756Bxru80HgXB413z0DjXV5ovIuDxjvhDNUYn7a4/PLLcc8992DChAmCaqVer8fu3btRVlaGdevWoWfPnpgwYYLCLdUWX3zxBf7xj3/g/vvvx1133SVMDtYwxnxy585dSkpKUFNTgxtuuAHJyckAgNbWVhgMBoVbpm5ovMsDjXd5ofHuGjTe5YHGu7zQeHcNGu+EOao1PmtqajBo0CD897//Fdzuzc3NCAgIULhl2qelpQUTJ07EyZMnsXDhQiQnJ9t9QBHu0dra6rPhN1Kg8S4fNN49B413cdB4lw8a756Dxrs4aLwT1qhuNjLZwqtXr0ZoaKjQUefMmYO//OUvOHTokJLN8wr8/f0xefJk7N27F+vWrQPge/WmPAFjDAaDgR5MDqDxLj803j0DjXfn0HiXHxrvnoHGu3NovBP2UK3n86GHHkJISAiGDx+Oe++9F+fOncPixYuFvAXCPRhj2LNnD7Kzs5VuCkHQeJcZGu+EmqDxLi803gk1QeOdsEaVxueFCxfQvXt3VFdXIyAgAHPmzMFf//pXpZvltVDuB6EkNN49C413QklovHsWGu+EktB4J2yhSuMTAK655hp06tQJr776KgIDA5VuDkEQMkLjnSB8BxrvBOE70HgnrFGt8UnqYQThO9B4JwjfgcY7QfgONN4Ja1RrfBIEQRAEQRAEQRDeA0mgEQRBEARBEARBELJDxidBEARBEARBEAQhO2R8EgRBEARBEARBELJDxidBEARBEARBEAQhO2R8EgRBEARBEARBELJDxidBEARBEARBEAQhO2R8EgRBEARBEARBELJDxidBEARBEARBEAQhO2R8EgRBEARBEARBELJDxidBEARBEARBEAQhO/8PYs/20KRtGPUAAAAASUVORK5CYII=", "text/plain": [ "
" ] @@ -450,6 +456,280 @@ "We can see that at this location, combining Sentinel-2 and Sentinel-1 data greatly improves our biases: our satellite data now covers ~85% of the modelled astronomical tide range, and only fails to observe 10% of the highest tides and 6% of the lowest tides!" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Modelling tide statistics and biases spatially\n", + "\n", + "Because tide regimes and satellite biases can vary greatly along the coast, it can be useful to plot these biases spatially.\n", + "To do this, we can use the `pixel_stats` function. \n", + "\n", + "`pixel_stats` works similarly to `tide_stats`, except statistics are calculated across the entire extent of your satellite dataset. \n", + "The function will generate an `xarray.Dataset` output containing the statistics discussed above as two-dimensional arrays.\n", + "\n", + "
\n", + "

Tip

\n", + "

\n", + " The pixel_stats function uses eo_tides.eo.pixel_tides to model tides spatially. You can experiment passing in parameters like resolution and buffer to customise the modelling grid used for calculating tide biases. Be warned however that you can quickly run out of memory with large analyses, given the number of timesteps required to model astronomical low and high tide.\n", + "

\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Creating reduced resolution 5000 x 5000 metre tide modelling array\n", + "Modelling tides using EOT20 in parallel\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 5/5 [00:00<00:00, 9.85it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Computing tide quantiles\n", + "Returning low resolution tide array\n", + "Creating reduced resolution 5000 x 5000 metre tide modelling array\n", + "Modelling tides using EOT20 in parallel\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 5/5 [00:05<00:00, 1.20s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Computing tide quantiles\n", + "Returning low resolution tide array\n", + " Size: 2kB\n", + "Dimensions: (x: 8, y: 8)\n", + "Coordinates:\n", + " * x (x) float64 64B 3.975e+05 4.025e+05 ... 4.275e+05 4.325e+05\n", + " * y (y) float64 64B 8.028e+06 8.022e+06 ... 7.998e+06 7.992e+06\n", + " tide_model
Make this Notebook Trusted to load map: File -> Trust Notebook
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "stats_ds.spread.odc.explore()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Or plot them directly:" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "fig, axes = plt.subplots(1, 3, figsize=(16, 4))\n", + "stats_ds.spread.plot(ax=axes[0], vmin=0.5, vmax=0.9, cmap=\"magma_r\", add_labels=False)\n", + "stats_ds.offset_low.plot(ax=axes[1], vmin=0, vmax=0.35, cmap=\"magma\", add_labels=False)\n", + "stats_ds.offset_high.plot(ax=axes[2], vmin=0, vmax=0.35, cmap=\"magma\", add_labels=False)\n", + "axes[0].set_title(\"Spread\")\n", + "axes[1].set_title(\"Low tide offset\")\n", + "axes[2].set_title(\"High tide offset\");" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -481,7 +761,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.1" + "version": "3.12.0" } }, "nbformat": 4, diff --git a/eo_tides/eo.py b/eo_tides/eo.py index adb902d..df71e93 100644 --- a/eo_tides/eo.py +++ b/eo_tides/eo.py @@ -2,6 +2,7 @@ from __future__ import annotations import os +import warnings from typing import TYPE_CHECKING import odc.geo.xr @@ -223,7 +224,7 @@ def tag_tides( # If only one tidal model exists, squeeze out "tide_model" dim if len(tide_xr.tide_model) == 1: - tide_xr = tide_xr.squeeze("tide_model", drop=True) + tide_xr = tide_xr.squeeze("tide_model") return tide_xr @@ -469,8 +470,10 @@ def pixel_tides( # Set dtype to dtype of the input data as quantile always returns # float64 (memory intensive) if calculate_quantiles is not None: - print("Computing tide quantiles") - tides_lowres = tides_lowres.quantile(q=calculate_quantiles, dim="time").astype(tides_lowres.dtype) + with warnings.catch_warnings(): + warnings.simplefilter("ignore") + print("Computing tide quantiles") + tides_lowres = tides_lowres.quantile(q=calculate_quantiles, dim="time").astype(tides_lowres.dtype) # If only one tidal model exists, squeeze out "tide_model" dim if len(tides_lowres.tide_model) == 1: diff --git a/eo_tides/model.py b/eo_tides/model.py index 8d0e2b6..0146100 100644 --- a/eo_tides/model.py +++ b/eo_tides/model.py @@ -5,6 +5,7 @@ import pathlib import warnings from concurrent.futures import ProcessPoolExecutor +from concurrent.futures.process import BrokenProcessPool from functools import partial from typing import TYPE_CHECKING @@ -130,7 +131,7 @@ def list_models( # Mark available models with a green tick status = "✅" print(f"{status:^{status_width}}│ {m:<{name_width}} │ {expected_paths[m]:<{path_width}}") - except: + except FileNotFoundError: if show_supported: # Mark unavailable models with a red cross status = "❌" @@ -798,12 +799,19 @@ def model_tides( ) # Apply func in parallel, iterating through each input param - model_outputs = list( - tqdm( - executor.map(iter_func, model_iters, x_iters, y_iters, time_iters), - total=len(model_iters), - ), - ) + try: + model_outputs = list( + tqdm( + executor.map(iter_func, model_iters, x_iters, y_iters, time_iters), + total=len(model_iters), + ), + ) + except BrokenProcessPool: + error_msg = ( + "Parallelised tide modelling failed, likely to to an out-of-memory error. " + "Try reducing the size of your analysis, or set `parallel=False`." + ) + raise RuntimeError(error_msg) # Model tides in series if parallelisation is off else: diff --git a/eo_tides/stats.py b/eo_tides/stats.py index d7eeb81..c946f1b 100644 --- a/eo_tides/stats.py +++ b/eo_tides/stats.py @@ -8,13 +8,14 @@ import numpy as np import odc.geo.xr import pandas as pd +import xarray as xr from scipy import stats # Only import if running type checking if TYPE_CHECKING: import xarray as xr -from .eo import tag_tides +from .eo import pixel_tides, tag_tides from .model import model_tides @@ -27,16 +28,17 @@ def tide_stats( plain_english: bool = True, plot: bool = True, plot_col: str | None = None, - modelled_freq: str = "2h", + modelled_freq: str = "3h", linear_reg: bool = False, min_max_q: tuple = (0.0, 1.0), round_stats: int = 3, **model_tides_kwargs, ) -> pd.Series: """ - Takes a multi-dimensional dataset and generate statistics - about the data's astronomical and satellite-observed tide - conditions. + Takes a multi-dimensional dataset and generate tide statistics + and satellite-observed tide bias metrics, calculated based on + every timestep in the satellte data and the geographic centroid + of the imagery. By comparing the subset of tides observed by satellites against the full astronomical tidal range, we can evaluate @@ -50,8 +52,8 @@ def tide_stats( Parameters ---------- ds : xarray.Dataset - A multi-dimensional dataset (e.g. "x", "y", "time") to - use to calculate tide statistics. This dataset must contain + A multi-dimensional dataset (e.g. "x", "y", "time") used + to calculate tide statistics. This dataset must contain a "time" dimension. model : string, optional The tide model to use to model tides. Defaults to "EOT20"; @@ -81,8 +83,8 @@ def tide_stats( Defaults to None, which will plot all observations as circles. modelled_freq : str, optional An optional string giving the frequency at which to model tides - when computing the full modelled tidal range. Defaults to '2h', - which computes a tide height for every two hours across the + when computing the full modelled tidal range. Defaults to '3h', + which computes a tide height for every three hours across the temporal extent of `ds`. linear_reg: bool, optional Whether to return linear regression statistics that assess @@ -109,17 +111,19 @@ def tide_stats( ------- A `pandas.Series` containing the following statistics: - - `tidepost_lat`: latitude used for modelling tide heights - - `tidepost_lon`: longitude used for modelling tide heights - - `observed_min_m`: minimum tide height observed by the satellite - - `all_min_m`: minimum tide height from all available tides - - `observed_max_m`: maximum tide height observed by the satellite - - `all_max_m`: maximum tide height from all available tides - - `observed_range_m`: tidal range observed by the satellite - - `all_range_m`: full astronomical tidal range based on all available tides - - `spread_m`: proportion of the full astronomical tidal range observed by the satellite (see Bishop-Taylor et al. 2018) - - `low_tide_offset`: proportion of the lowest tides never observed by the satellite (see Bishop-Taylor et al. 2018) - - `high_tide_offset`: proportion of the highest tides never observed by the satellite (see Bishop-Taylor et al. 2018) + - `y`: latitude used for modelling tide heights + - `x`: longitude used for modelling tide heights + - `obs_mean`: mean tide height observed by the satellite (in metre units) + - `all_mean`: mean modelled tide height (in metre units) + - `lot`: minimum tide height observed by the satellite (in metre units) + - `lat`: minimum tide height from modelled tidal range (in metre units) + - `hot`: maximum tide height observed by the satellite (in metre units) + - `hat`: maximum tide height from modelled tidal range (in metre units) + - `otr`: tidal range observed by the satellite (in metre units) + - `tr`: modelled tide range (in metre units) + - `spread`: proportion of the full modelled tidal range observed by the satellite + - `offset_low`: proportion of the lowest tides never observed by the satellite + - `offset_high`: proportion of the highest tides never observed by the satellite If `linear_reg = True`, the output will also contain: @@ -315,3 +319,167 @@ def tide_stats( }) return pd.Series(output_stats).round(round_stats) + + +def pixel_stats( + ds: xr.Dataset | xr.DataArray, + model: str | list[str] = "EOT20", + directory: str | os.PathLike | None = None, + resample: bool = False, + modelled_freq="3h", + min_max_q=(0.0, 1.0), + extrapolate: bool = True, + cutoff: float = 10, + **pixel_tides_kwargs, +) -> xr.Dataset: + """ + Takes a multi-dimensional dataset and generate two-dimensional + tide statistics and satellite-observed tide bias metrics, + calculated based on every timestep in the satellte data and + modelled into the spatial extent of the imagery. + + By comparing the subset of tides observed by satellites + against the full astronomical tidal range, we can evaluate + whether the tides observed by satellites are biased + (e.g. fail to observe either the highest or lowest tides). + + Compared to `tide_stats`, this function models tide metrics + spatially to produce a two-dimensional output. + + For more information about the tidal statistics computed by this + function, refer to Figure 8 in Bishop-Taylor et al. 2018: + + + Parameters + ---------- + ds : xarray.Dataset or xarray.DataArray + A multi-dimensional dataset (e.g. "x", "y", "time") used + to calculate 2D tide statistics. This dataset must contain + a "time" dimension. + model : str or list of str, optional + The tide model (or models) to use to model tides. If a list is + provided, a new "tide_model" dimension will be added to `ds`. + Defaults to "EOT20"; for a full list of available/supported + models, run `eo_tides.model.list_models`. + directory : str, optional + The directory containing tide model data files. If no path is + provided, this will default to the environment variable + `EO_TIDES_TIDE_MODELS` if set, or raise an error if not. + Tide modelling files should be stored in sub-folders for each + model that match the structure required by `pyTMD` + (). + resample : bool, optional + Whether to resample tide statistics back into `ds`'s original + higher resolution grid. Defaults to False, which will return + lower-resolution statistics that are typically sufficient for + most purposes. + modelled_freq : str, optional + An optional string giving the frequency at which to model tides + when computing the full modelled tidal range. Defaults to '3h', + which computes a tide height for every three hours across the + temporal extent of `ds`. + min_max_q : tuple, optional + Quantiles used to calculate max and min observed and modelled + astronomical tides. By default `(0.0, 1.0)` which is equivalent + to minimum and maximum; to use a softer threshold that is more + robust to outliers, use e.g. `(0.1, 0.9)`. + extrapolate : bool, optional + Whether to extrapolate tides for x and y coordinates outside of + the valid tide modelling domain using nearest-neighbor. Defaults + to True. + cutoff : float, optional + Extrapolation cutoff in kilometers. To avoid producing tide + statistics too far inland, the default is 10 km. + **pixel_tides_kwargs : + Optional parameters passed to the `eo_tides.eo.pixel_tides` + function. + + Returns + ------- + Am `xarray.Dataset` containing the following statistics as + two-dimensional data variables: + + - `lot`: minimum tide height observed by the satellite (in metre units) + - `lat`: minimum tide height from modelled tidal range (in metre units) + - `hot`: maximum tide height observed by the satellite (in metre units) + - `hat`: maximum tide height from modelled tidal range (in metre units) + - `otr`: tidal range observed by the satellite (in metre units) + - `tr`: modelled tide range (in metre units) + - `spread`: proportion of the full modelled tidal range observed by the satellite + - `offset_low`: proportion of the lowest tides never observed by the satellite + - `offset_high`: proportion of the highest tides never observed by the satellite + """ + # Model observed tides + obs_tides = pixel_tides( + ds, + resample=False, + model=model, + directory=directory, + calculate_quantiles=min_max_q, + extrapolate=extrapolate, + cutoff=cutoff, + **pixel_tides_kwargs, + ) + + # Generate times covering entire period of satellite record + all_timerange = pd.date_range( + start=ds.time.min().item(), + end=ds.time.max().item(), + freq=modelled_freq, + ) + + # Model all tides + all_tides = pixel_tides( + ds, + times=all_timerange, + model=model, + directory=directory, + calculate_quantiles=min_max_q, + resample=False, + extrapolate=extrapolate, + cutoff=cutoff, + **pixel_tides_kwargs, + ) + + # Calculate min and max tides + lot = obs_tides.isel(quantile=0) + hot = obs_tides.isel(quantile=-1) + lat = all_tides.isel(quantile=0) + hat = all_tides.isel(quantile=-1) + + # Calculate tidal range + otr = hot - lot + tr = hat - lat + + # Calculate Bishop-Taylor et al. 2018 tidal metrics + spread = otr / tr + offset_low_m = abs(lat - lot) + offset_high_m = abs(hat - hot) + offset_low = offset_low_m / tr + offset_high = offset_high_m / tr + + # Combine into a single dataset + stats_ds = ( + xr.merge( + [ + hat.rename("hat"), + hot.rename("hot"), + lat.rename("lat"), + lot.rename("lot"), + otr.rename("otr"), + tr.rename("tr"), + spread.rename("spread"), + offset_low.rename("offset_low"), + offset_high.rename("offset_high"), + ], + compat="override", + ) + .drop_vars("quantile") + .odc.assign_crs(crs=ds.odc.crs) + ) + + # Optionally resample into the original pixel grid of `ds` + if resample: + stats_ds = stats_ds.odc.reproject(how=ds.odc.geobox, resample_method="bilinear") + + return stats_ds diff --git a/tests/testing.ipynb b/tests/testing.ipynb index ba02108..1e18be5 100644 --- a/tests/testing.ipynb +++ b/tests/testing.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -50,7 +50,9 @@ " )\n", "\n", " # Build a query with the parameters above\n", - " bbox = [GAUGE_X - 0.08, GAUGE_Y - 0.08, GAUGE_X + 0.08, GAUGE_Y + 0.08]\n", + " buffer = 0.08\n", + " # buffer = 0.5\n", + " bbox = [GAUGE_X - buffer, GAUGE_Y - buffer, GAUGE_X + buffer, GAUGE_Y + buffer]\n", " query = catalog.search(\n", " bbox=bbox,\n", " collections=[\"ga_ls8c_ard_3\"],\n", @@ -113,27 +115,9 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Modelling tides using EOT20\n" - ] - }, - { - "data": { - "text/plain": [ - "True" - ] - }, - "execution_count": 47, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "from eo_tides import model_tides\n", "\n", @@ -225,31 +209,7 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Setting tide modelling location from dataset centroid: 122.27, -18.09\n", - "Modelling tides using EOT20\n", - "Modelling tidal phase (e.g. ebb or flow)\n", - "Modelling tides using EOT20\n", - " Size: 688MB\n", - "Dimensions: (y: 1185, x: 1099, time: 44)\n", - "Coordinates:\n", - " * y (y) float64 9kB 8.017e+06 8.017e+06 ... 7.982e+06 7.982e+06\n", - " * x (x) float64 9kB 4.068e+05 4.068e+05 ... 4.397e+05 4.398e+05\n", - " spatial_ref int32 4B 32751\n", - " * time (time) datetime64[ns] 352B 2024-01-07T01:55:31.679580 ... 20...\n", - "Data variables:\n", - " nbart_red (time, y, x) float32 229MB dask.array\n", - " nbart_green (time, y, x) float32 229MB dask.array\n", - " nbart_blue (time, y, x) float32 229MB dask.array\n", - " tide_height (time) float32 176B -0.2511 0.5276 1.517 ... 0.7157 -0.03352\n", - " ebb_flow (time) object 352B 'Ebb' 'Ebb' 'Flow' ... 'Flow' 'Flow' 'Ebb'\n" - ] - } - ], + "outputs": [], "source": [ "# Model tide heights\n", "ds = tag_tides(\n", @@ -273,81 +233,7 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tide_heightebb_flow
time
2024-01-07 01:55:31.679580-0.251089Ebb
2024-01-08 01:49:36.7167280.527567Ebb
2024-02-08 01:56:00.4130981.517171Flow
2024-02-09 01:49:37.1138062.011433Flow
2024-03-20 01:49:39.6971930.368091Flow
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" - ], - "text/plain": [ - " tide_height ebb_flow\n", - "time \n", - "2024-01-07 01:55:31.679580 -0.251089 Ebb\n", - "2024-01-08 01:49:36.716728 0.527567 Ebb\n", - "2024-02-08 01:56:00.413098 1.517171 Flow\n", - "2024-02-09 01:49:37.113806 2.011433 Flow\n", - "2024-03-20 01:49:39.697193 0.368091 Flow" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "ds[[\"time\", \"tide_height\", \"ebb_flow\"]].drop_vars(\"spatial_ref\").to_dataframe().head()" ] @@ -363,31 +249,292 @@ "cell_type": "code", "execution_count": null, "metadata": {}, + "outputs": [], + "source": [ + "ds_ebb = ds.where(ds.ebb_flow == \"Ebb\", drop=True)\n", + "print(ds_ebb)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Pixel biases" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " Size: 219MB\n", - "Dimensions: (time: 14, y: 1185, x: 1099)\n", + " Size: 111MB\n", + "Dimensions: (y: 371, x: 356, time: 211)\n", "Coordinates:\n", - " * y (y) float64 9kB 8.017e+06 8.017e+06 ... 7.982e+06 7.982e+06\n", - " * x (x) float64 9kB 4.068e+05 4.068e+05 ... 4.397e+05 4.398e+05\n", + " * y (y) float64 3kB 8.015e+06 8.015e+06 ... 8.004e+06 8.004e+06\n", + " * x (x) float64 3kB 4.11e+05 4.111e+05 ... 4.217e+05 4.217e+05\n", " spatial_ref int32 4B 32751\n", - " * time (time) datetime64[ns] 112B 2024-01-07T01:55:31.679580 ... 20...\n", + " * time (time) datetime64[ns] 2kB 2021-01-03T02:04:51.024000 ... 202...\n", "Data variables:\n", - " nbart_red (time, y, x) float32 73MB dask.array\n", - " nbart_green (time, y, x) float32 73MB dask.array\n", - " nbart_blue (time, y, x) float32 73MB dask.array\n", - " tide_height (time) float32 56B -0.2511 0.5276 1.753 ... 0.6212 -0.03352\n", - " ebb_flow (time) object 112B 'Ebb' 'Ebb' 'Ebb' ... 'Ebb' 'Ebb' 'Ebb'\n" + " red (time, y, x) float32 111MB dask.array\n" ] } ], "source": [ - "ds_ebb = ds.where(ds.ebb_flow == \"Ebb\", drop=True)\n", - "print(ds_ebb)" + "import odc.stac\n", + "import pystac_client\n", + "import planetary_computer\n", + "\n", + "# Connect to STAC catalog\n", + "catalog = pystac_client.Client.open(\n", + " \"https://planetarycomputer.microsoft.com/api/stac/v1\",\n", + " modifier=planetary_computer.sign_inplace,\n", + ")\n", + "\n", + "# Set cloud access defaults\n", + "odc.stac.configure_rio(\n", + " cloud_defaults=True,\n", + " aws={\"aws_unsigned\": True},\n", + ")\n", + "\n", + "# Build a query and search the STAC catalog for all matching items\n", + "bbox = [122.160, -18.05, 122.260, -17.95]\n", + "query = catalog.search(\n", + " bbox=bbox,\n", + " collections=[\"sentinel-2-l2a\"],\n", + " datetime=\"2021/2023\",\n", + ")\n", + "\n", + "# Load data into xarray format\n", + "ds_s2 = odc.stac.load(\n", + " items=list(query.items()),\n", + " bands=[\"red\"],\n", + " crs=\"utm\",\n", + " resolution=30,\n", + " groupby=\"solar_day\",\n", + " bbox=bbox,\n", + " fail_on_error=False,\n", + " chunks={},\n", + ")\n", + "\n", + "print(ds_s2)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "from eo_tides import pixel_tides\n", + "import xarray as xr\n", + "import pandas as pd\n", + "import numpy as np\n", + "import os\n", + "\n", + "\n", + "ds = ds_s2.copy()\n", + "modelled_freq = \"2h\"\n", + "min_max_q = (0.0, 1.0)\n", + "cutoff = np.inf # 10\n", + "buffer=200000\n", + "resolution=30000\n", + "\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Creating reduced resolution 5000 x 5000 metre tide modelling array\n", + "Modelling tides using EOT20 in parallel\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 5/5 [00:00<00:00, 11.19it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Computing tide quantiles\n", + "Returning low resolution tide array\n", + "Creating reduced resolution 5000 x 5000 metre tide modelling array\n", + "Modelling tides using EOT20 in parallel\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 5/5 [00:08<00:00, 1.70s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Computing tide quantiles\n", + "Returning low resolution tide array\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'High tide offset')" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "stats_ds = pixel_stats(ds=ds_s2, directory=\"../tests/data/tide_models\", resample=True)\n", + "\n", + "import matplotlib.pyplot as plt\n", + "fig, axes = plt.subplots(1, 3, figsize=(16, 4))\n", + "stats_ds.spread.plot(ax=axes[0], vmin=0.6, vmax=0.9, cmap=\"magma_r\", add_labels=False)\n", + "stats_ds.offset_low.plot(ax=axes[1], vmin=0, vmax=0.35, cmap=\"magma\", add_labels=False)\n", + "stats_ds.offset_high.plot(ax=axes[2], vmin=0, vmax=0.35, cmap=\"magma\", add_labels=False)\n", + "axes[0].set_title(\"Spread\")\n", + "axes[1].set_title(\"Low tide offset\")\n", + "axes[2].set_title(\"High tide offset\")" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "stats_ds.offset_high.plot(vmin=0, vmax=0.3)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "all_timerange" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import xarray as xr\n", + "import odc.geo.xr\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "offset_high" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "low_tide_offset" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] } ], "metadata": { @@ -406,7 +553,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.1" + "version": "3.12.0" } }, "nbformat": 4,