{ "cells": [ { "cell_type": "markdown", "id": "04b29489-f417-429c-9cfe-9cda27df0837", "metadata": {}, "source": [ "# Example of the rain event detection and rainfall retrieval using the nearby appraoch from [Overeem et al. (2016)](https://doi.org/10.5194/amt-9-2425-2016)" ] }, { "cell_type": "code", "execution_count": 1, "id": "ffc68525-6604-4256-8d5f-90e9b7a9e9b0", "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pycomlink as pycml\n", "import xarray as xr\n", "\n", "import pycomlink.processing.wet_dry.nearby_wetdry as nearby_wetdry\n", "import pycomlink.processing.nearby_rain_retrival as nearby_rain\n" ] }, { "cell_type": "markdown", "id": "56db3b45-f074-4f07-acd7-ec06cfef095e", "metadata": {}, "source": [ "## Load data and prepare data" ] }, { "cell_type": "markdown", "id": "9a62b4fb-a202-464a-99e7-5445dedcda17", "metadata": {}, "source": [ "We load the example data from one NetCDF file which contains the time series of 500 CMLs over 10 days. If you want to use your own data, e.g. from a CSV file, look at the respective example notebook for how to get started." ] }, { "cell_type": "code", "execution_count": 2, "id": "a0365c4f-8cef-448b-b65e-e98daa98e34b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:           (time: 15840, cml_id: 500, channel_id: 2)\n",
       "Coordinates:\n",
       "  * time              (time) datetime64[ns] 2018-05-10 ... 2018-05-20T23:59:00\n",
       "  * cml_id            (cml_id) object '0' '1' '2' '3' ... '497' '498' '499'\n",
       "    length            (cml_id) float64 ...\n",
       "    site_a_latitude   (cml_id) float64 ...\n",
       "    site_a_longitude  (cml_id) float64 ...\n",
       "    site_b_latitude   (cml_id) float64 ...\n",
       "    site_b_longitude  (cml_id) float64 ...\n",
       "  * channel_id        (channel_id) object 'channel_1' 'channel_2'\n",
       "    frequency         (cml_id, channel_id) float64 ...\n",
       "    polarization      (cml_id, channel_id) object ...\n",
       "Data variables:\n",
       "    rsl               (channel_id, cml_id, time) float32 ...\n",
       "    tsl               (channel_id, cml_id, time) float32 ...
" ], "text/plain": [ "\n", "Dimensions: (time: 15840, cml_id: 500, channel_id: 2)\n", "Coordinates:\n", " * time (time) datetime64[ns] 2018-05-10 ... 2018-05-20T23:59:00\n", " * cml_id (cml_id) object '0' '1' '2' '3' ... '497' '498' '499'\n", " length (cml_id) float64 ...\n", " site_a_latitude (cml_id) float64 ...\n", " site_a_longitude (cml_id) float64 ...\n", " site_b_latitude (cml_id) float64 ...\n", " site_b_longitude (cml_id) float64 ...\n", " * channel_id (channel_id) object 'channel_1' 'channel_2'\n", " frequency (cml_id, channel_id) float64 ...\n", " polarization (cml_id, channel_id) object ...\n", "Data variables:\n", " rsl (channel_id, cml_id, time) float32 ...\n", " tsl (channel_id, cml_id, time) float32 ..." ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pycml.io.examples.get_example_data_path()\n", "\n", "data_path = pycml.io.examples.get_example_data_path()\n", "\n", "cmls = xr.open_dataset(data_path + \"/example_cml_data.nc\")\n", "cmls" ] }, { "cell_type": "markdown", "id": "31f76377-0e5d-4894-8b5c-b56e95df5ed0", "metadata": {}, "source": [ "### Remove default values\n", "\n", "This depends on the CML DAQ system. Interpolating small gaps in tsl and rsl time series increases data avilability." ] }, { "cell_type": "code", "execution_count": 3, "id": "f0c90033-b872-4e6b-9a53-0f51d3feea86", "metadata": {}, "outputs": [], "source": [ "cmls[\"rsl\"] = cmls[\"rsl\"].where(cmls.rsl > -99.9)\n", "cmls[\"tsl\"] = cmls[\"tsl\"].where(cmls.tsl < 255.0)\n", "cmls[\"rsl\"] = cmls.rsl.interpolate_na(dim=\"time\", method=\"linear\", max_gap=\"5min\")\n", "cmls[\"tsl\"] = cmls.tsl.interpolate_na(dim=\"time\", method=\"linear\", max_gap=\"5min\")" ] }, { "cell_type": "markdown", "id": "585596d5-5748-4734-ad07-bb04be271d9a", "metadata": {}, "source": [ "### Instanteanous to min-max data" ] }, { "cell_type": "markdown", "id": "88f7d1bc-eb52-4bd9-8381-cbd662461a3d", "metadata": {}, "source": [ "Transfering instantaneous example data to 15 minute (interval) min-max data defining the minmal number of hours (min_hours) needed in a given time period (time period) to calssify wet and dry periods in the subsequent step. If no tsl data is available, a constant tsl has to be assumed and incoporated in CMLs. \n", "\n", "This step is not needed if min-max data is available. " ] }, { "cell_type": "code", "execution_count": 4, "id": "de1e61de-0d0f-4458-bf45-15e9ac3b1804", "metadata": {}, "outputs": [], "source": [ "rstl = cmls.rsl - cmls.tsl\n", "pmin = rstl.resample(time=\"15min\").min()\n", "pmax = rstl.resample(time=\"15min\").max()" ] }, { "cell_type": "markdown", "id": "09008a9f-77d8-455d-a8ae-4e64eed55e01", "metadata": {}, "source": [ "## Calculate the distance matrix\n", "Calculating distances between all cml endpoints and plotting the neighbors used for wet-dry classification depending on the distance" ] }, { "cell_type": "code", "execution_count": null, "id": "95bed849-f507-4051-81a2-6e2692b14cf2", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "500it [00:01, 350.47it/s]\n" ] } ], "source": [ "ds_dist = nearby_wetdry.calc_distance_between_cml_endpoints(\n", " cml_ids=cmls.cml_id.values,\n", " site_a_latitude=cmls.site_a_latitude,\n", " site_a_longitude=cmls.site_a_longitude,\n", " site_b_latitude=cmls.site_b_latitude,\n", " site_b_longitude=cmls.site_b_longitude,\n", ")" ] }, { "cell_type": "code", "execution_count": 6, "id": "60bc0a3c-0c35-4e65-bab2-17349dd75557", "metadata": {}, "outputs": [], "source": [ "r = 15 # radius in km\n", "ds_dist[\"within_r\"] = (\n", " (ds_dist.a_to_all_a < r)\n", " & (ds_dist.a_to_all_b < r)\n", " & (ds_dist.b_to_all_a < r)\n", " & (ds_dist.b_to_all_b < r)\n", ")" ] }, { "cell_type": "code", "execution_count": 7, "id": "b950edc2-9595-4d35-b02f-9cad4c763252", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds_dist.within_r.sum(dim=\"cml_id2\").plot.hist(\n", " bins=int(ds_dist.within_r.sum(dim=\"cml_id2\").max())\n", ")\n", "plt.vlines(4, ymin=0, ymax=50, color=\"red\")\n", "plt.annotate(\n", " text=\"sufficient dense\\nCML network for\\nr>3\",\n", " xy=(4, 45),\n", " xytext=(10, 43),\n", " arrowprops=dict(arrowstyle=\"<-\"),\n", ")\n", "plt.xlabel(\"CMLs within radius r\")\n", "plt.ylabel(\"count\");" ] }, { "cell_type": "markdown", "id": "b028890c-16ba-4636-9aaf-68ea69f786fc", "metadata": {}, "source": [ "## Classification of wet and dry time steps\n", "using default paramters from Overeem et al. (2016)" ] }, { "cell_type": "code", "execution_count": 8, "id": "b52f6d81-a74f-4d2d-893d-af28d95a3e92", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 500/500 [00:10<00:00, 48.77it/s]\n" ] } ], "source": [ "wet, F = nearby_wetdry.nearby_wetdry(\n", " pmin=pmin,\n", " ds_dist=ds_dist,\n", " radius=15,\n", " thresh_median_P=-1.4,\n", " thresh_median_PL=-0.7,\n", " min_links=3,\n", " interval=15,\n", " timeperiod=24,\n", ")" ] }, { "cell_type": "markdown", "id": "abf0da0f-1e9a-496e-9cb7-b770aa65a910", "metadata": {}, "source": [ "### Plotting instantaneous data, min-max data and the rain event detection from the nearby wetdry approach" ] }, { "cell_type": "code", "execution_count": 9, "id": "cde5465a-4d83-4f78-82bc-a4cb615122d7", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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XeEj1RMEwqXbkcjk6deqE3bt3Y+nSpXqXuCujLl26YOXKlbhy5YreVIkff/zRoO2FmiYxZMgQrF27FgkJCfD39wegXZbt119/xcCBA/lRylatWsHHxwcRERF6yTI///wzsrOzTbbWcP/+/bFjxw6o1Wq0atXKJPvs1KkTDhw4gJSUFP480mg0JQaTRUeVTcWUv9+SLudHRERg69at2Lt3b4WmEjx9+hT79+/nb6hiKrq61q5d+4X2I5VK0alTJ7i4uODw4cO4fPlyqcFwaaP1vXr1go2NDe7evYthw4a9UH04joOtra1eIJyUlGSS1SR0+yyavLlp06ZiZQsfa3mj+WVdxQgKCsLu3buhUCj4cqmpqTh9+jScnJz4cl26dMGuXbvw22+/6U2VKNrP1alTB6Ghobhy5Qo+++yzMutVGpomQYxFwTCplr744gu0b98erVq1wrx581C7dm08fvwYv/32GzZt2lShUUJzmTlzJjZv3syv96pbTeLWrVsGbe/o6MhfXjaFEydO8EuRqdVqxMfH83dP69SpEz8Pe86cOdi2bRv69euHTz75BFKpFMuXL0d+fr7eaItYLMbKlSsxduxYTJ06FaNHj8adO3cwd+5c9OjRA71799Z7f47j0KlTJ6PvvDdq1Chs374dffv2xYwZM9CyZUtIJBI8ePAAx48fx6BBg4y+3L5gwQL8/vvv6NatGxYsWAC5XI6vv/6an+dZ+DJrw4YNsWPHDuzcuRMhISGQyWT8qPiLMOXvt6QlsHTt3K5dO70vjp988gk++eQTHDt2jB9lHDNmDAICAtC8eXN4eHjgzp07WL16NR4/flzshiPJyck4ceIEAPBXEA4ePAhPT094enry+9y0aRNOnjyJnj17wt/fHzk5OTh58iS+/PJLtG3bVu/GG3FxcQgODsb48ePLvMHJxx9/jAcPHqBbt26oWbMm0tPTsW7dOkgkEr0R06J0v69169Zh/PjxkEgkqFOnDoKCgvDJJ59gwYIFuHfvHnr37g1XV1c8fvwY58+fh729fak3sCiqf//++PXXX/H222/jlVdeQUJCApYsWQIfHx/cuXPHoH2Upm3btnB1dcWbb76JRYsWQSKRYPv27bhy5Uqpx7pixQr06dMHYrEYL7/8conTjGrVqgW5XI7t27ejXr16cHBwgK+vL3x9fTF27Fhs2rQJr732GiZPnozU1FSsXLlSLxAGgHHjxmHNmjUYN24cli5ditDQUBw4cACHDx8u9n6bNm1Cnz590KtXL0yYMAF+fn5IS0vDzZs3cenSpRK/jJZ0bMaysbFBp06dcOzYMf65bt264cSJE3pzl0v62yBVnMAJfISYzY0bN9jw4cOZu7s7s7W1ZQEBAWzChAksPz+fMfZ8NYmoqCi97UrLrh8/fjyzt7fXew4mWE1CV9cePXowmUzG3Nzc2KRJk9i+ffsMWk3C1Dp16lRq9nXRuvz3339s8ODBzMnJidnZ2bFu3bqxixcvlrjfH3/8kb388svM1taWeXt7s+nTp7OsrCy9MllZWQwAGzVqlEH1LJrFrlQq2apVq1ijRo2YTCZjDg4OrG7dumzq1Knszp07fLnAwEDWr18/g/Z58uRJ1qpVKyaVSpm3tzd7//332YoVK4qtVhAXF8d69uzJHB0dGQA+k163GsTu3bv19lvSagZCKO181z1f+He+bNky1rhxY+bs7MzEYjHz9PRkQ4YMYefPny+237JWwSjcxqdOnWL9+/dnvr6+zNbWltnZ2bFGjRqxJUuWsJycHL19Xr16lQFg8+bNK/OY9u/fz/r06cP8/PyYra0tq1GjBuvbty87efIkX6a09p8/fz7z9fVlIpGo2PHv3buXdenShTk5OTGpVMoCAwPZK6+8wv78888y61PU8uXLWVBQEJNKpaxevXrs22+/LXdliJKUtM3p06dZmzZtmJ2dHfP09GRvvPEGu3TpUrFjVSgU7I033mCenp6M4zi9VTRK6qN++uknVrduXSaRSIr1e1u3bmX16tVjMpmM1a9fn+3cubPYahKMMfbgwQM2bNgw5uDgwBwdHdmwYcPY6dOnS/w9XLlyhY0YMYLVqFGDSSQS5u3tzbp27cq+/vpro9rIGEXPTcae94eFlfS3Qao2jjEDZpkTQogFHDhwAP3798eVK1dMMqpqLj179kRcXFyF57OSivnqq68wd+5c3L17t0JJjIQQUhKaJkEIqTSOHz+OUaNGVapAePbs2WjSpAn8/f2RlpaG7du34+jRo/jf//4ndNWszvHjxzF9+nQKhAkhJkUjw4SYSOE5ZSWhux1VTTNmzMBvv/2GpKQkcByH+vXrY+bMmXjttdeErhqpRJgBdwoUi8UGrbih0Wig0WjKLGOqZRIJIRQME2Iy5X3IlZf0QwipuiIjI8tdAm/Lli3l3koYACZMmICtW7eWWYY+ugkxHQqGCTGRCxculPm6h4eHSdb4JYRUPllZWYiJiSmzTHBwcIk3eykqLi6u3BtLmHIFGUKsHQXDhBBCCCHEatGkowrQaDR49OgRHB0dTXrHJUIIIYQQYhqMMWRlZcHX17fMnB0Khivg0aNH/B23CCGEEEJI5ZWQkICaNWuW+joFwxWgu3tZQkJCsbvsEEIIIYQQ4WVmZsLf37/cu85SMFwBuqkRTk5OFAwTQgghhFRi5U1ppUVPCSGEEEKI1aJgmBBCCCGEWC0KhgkhhBBCiNWiYJgQQgghhFitKhUM//333xgwYAB8fX3BcRz27t2r9zpjDOHh4fD19YVcLkfnzp1x/fp1vTIKhQLvvvsuPDw8YG9vj4EDB+LBgwcWPApCCCGEEFJZVKlgOCcnB40aNcKGDRtKfH3lypX44osvsGHDBkRFRcHb2xs9evRAVlYWX2bmzJnYs2cPduzYgX/++QfZ2dno378/1Gq1pQ6DEEIIIYRUElX2dswcx2HPnj0YPHgwAO2osK+vL2bOnIkPPvgAgHYU2MvLCytWrMDUqVORkZEBT09PbNu2DSNHjgTw/AYaBw4cQK9evQx678zMTDg7OyMjI4OWViMvhKlUUKWlmWx/nEgEsbu71d8ZkWk0UKemoqzuTezsDJFUasFaEUKsmSY/H+rMzFJfp/7b9AyN16rNOsOxsbFISkpCz549+eekUik6deqE06dPY+rUqbh48SKUSqVeGV9fXzRo0ACnT58uNRhWKBRQKBT848wyTmZCjJGxbx+UjxJNuk/5yw3h0KmTSfdZ1WQdOwbFrZgyy3AyKdwnTAAnkVioVoQQa6VRKJAWsRVMqSyznKzBS3Ds0sVCtSI61SYYTkpKAgB4eXnpPe/l5YX4+Hi+jK2tLVxdXYuV0W1fkmXLlmHx4sUmrjEh4EeFRXZyQCR+oX0xlRIsXwFV2lNTVK1KU6c+a1e5DBAX7+Y02dlg+Qpo8vIgpmCYEGJmmuxsbSDMcRDZ2xd7Xdd/q6n/FkS1CYZ1il5eYIyVe8mhvDLz58/H7Nmz+ce62/sR8sI02sv4zkOHwqbIlzRjKe7cQeahw0DVnPlkYto2cOzZE7YBAcVeTfl6k/aDSaOxdMUIIdboWV8jksvhPnFCsZcVd+8i88BB6PouYllVKoGuLN7e3gBQbIT3yZMn/Gixt7c3CgoK8PTp01LLlEQqlfK3XqZbMBOTeha4mmSOmG4fFAw/b4PS2vXZ81U0ZYIQUsUwA/sk6r+FUW2C4eDgYHh7e+Po0aP8cwUFBThx4gTatm0LAGjWrBkkEolemcTERFy7do0vQ4hlPev4RCb4U+Q7WepMy/3gEVGCCiHEgnTdcql9D31BF1KVmiaRnZ2N//77j38cGxuL6OhouLm5ISAgADNnzsRnn32G0NBQhIaG4rPPPoOdnR3GjBkDAHB2dsakSZPw3nvvwd3dHW5ubpgzZw4aNmyI7t27C3VYxJqVF7QZQzfaSZf++eknug+YojiO03420QcPIcQiyrkKqHtaQ32SEKpUMHzhwgV0KZRlqZvHO378eERERGDu3LnIy8vD22+/jadPn6JVq1Y4cuQIHB0d+W3WrFkDGxsbjBgxAnl5eejWrRsiIiIgFr9Y8hIhFVHuCKZR6DIbj59+UsrrdEmSEGJJ5fT1HPVJgqpSwXDnzp3LvITAcRzCw8MRHh5eahmZTIYvv/wSX375pRlqSIiRyhnBNAanu/xGfenzD5RSp588aysaRSeEWALf15Q2dUvXV1EHLoRqM2eYkCqpvBFMY9DIQiGUQEcIqUQoga5So2CYEIHoBWKmXE2CRhaM+OCxTHUIIdaN7+7pC3qlRMEwIUIp3OmZcDUJSqADWHkJdCL64kAIsSTd1K2yV5OgBDphUDBMiFDMNTJMIwuFRoZLeZ3aihBiSeWsKf/8wh71SUKgYJgQoRQewTVBMMzRpf/ndB88lEBHCKkMdH1NqWufP+urKBgWBAXDhAilUKdnkltA0GhnIZSsQgipRFjZU7co50NYFAwTIhC9Lo+mSZiWwbdjtlB9CCFWjW7HXLlRMEyIUMyUQAdGl/75BLpyb8dMHzyEEAsw9HbMlEAnCAqGCRGKmRLoaGkelDu6Qnd7IoRYloG3Y6Y+SRAUDBMiFLOtJvHiu6ryykugo2CYEGJJ5d2OmRLoBFWlbsdMSLVSaCUDjuOQmq1AZr4KwR72JRZXqjUY8+1ZSG3EeK9nGEI8HeAsl+jtAwB1pgDKTaCj1SQIIZZU3u2YKYFOUBQMEyKQonck6vR5JLIVKpya1xV+LvJi5WOSshAV9xQA8M9/KQCA64t7wV5qo7cfCoZhRAIdtRUhxPwoga5yo2kShAjm+R2JGGPIVqgAAGfuppZYOrdAXey5t7Zfev6AEuh4rNw1PWlKCSHEgspLoOMogU5IFAwTIpRCdyTKUz4PdLPzlSUWzylQFXvu79vJzx/QaOdzfBOUdrcnuiRJCLGkchLo+GLUJwmBgmFChFLosplC+Xw0NzWnoMTiWfnFg2E9lED3HJ9AR5ckCSGVACXQVWoUDBMilEIJFcpCiVyJGfklFs/IK3nEWKMpMuJg5Z0pM2iVDkqgI4RYUHlTt+hqlaAoGCZEIIUTKpTq5x3gw6d5JZbPLCUY5oNkCoa1igTDSRn5OP0s4bDw89qiVt5WhBCLeN7X0NWqyoiCYUKEJuKgUj8foTxzLxX5z+YQ/3XrMZb+cQMqtabUYDg5W6H9DyXQaRUJht/bHY0x353D7gsJz5+nBDpCiCUZnEBn5f23QCgYJkQohRLoCo8MA8DPFx8AAF6PuIBvT8ZiR1QCHpQyYvzV8f/wbEfPdmvlEV7hDxOOw6n/tKtzHLiaWOhpuiRJCLEgVl4CHX1BFxIFw4QIRW+ahP5oQI5CP1nu9N0U/PEsmJvUPhgf9K4LWxvtn+/e6EfakeVqeJlNU5Flhgoff6H/X7qfjmZLjmL3hQTw3z2qUVsRQiqzchLo+At7NDIsBAqGCRFKoQQ6VZGR4SdZCnxx9Db/+MDVJP7/UzuF4K3OtdAq2I1/7vD1x4US6MxWY4tKyshHs0+PYvHv143arvDhn41/yv8/I0+J1JwCvP/zv3hv97+4kpBOCXSEEMsod+1zEZIy87HxxF1E/HPPcvUiACgYJkQwhRPoCoqMDP/3JBvrj90pcbsajjIAQPjAl/jn3vnxEn6KStDtuEpNlchXqhEZ84SfJ63z4/n7eJqrxJZTccbtsNCxZ+UXv1EJoA2Yj8c8QVRsGq4kpOPsvZJvdEIIISZhQALdjvP3UaDSGD0AQF4cBcOECKVQQoWqSDB8IzGzxE1eaVaT/38tTwd4OEj5x5/svwmNrsOtQsHwykMxmLAlCov26X8A2BRKNDFqukShY7eViEsu8mx0ZvHv1zHo/05h1Ddn8c+dlBLLEkLIi+IHKIok0CnVGoR9dBB1Fh7in+OqUP9dHpVagwV7riJo3h+YvTNa6OqUioJhQgRTPIHOVqz9k0zOUvClzi/ohh1TWiNueT+sGt5Ibw+ze4Q93xvH4evIu88eWL4zLVBpio3uGmLzqVgAwM5Cqz0cvfFYb5pIZil35Ssqr0CNlMx83ErKRLZChe/+iS2xHHs2OlP4Q+eHs/HFyuUr1fjl4gN8cfQ21FZym9S4lBzceFTylzFCSAXxA8P6wfD/Hf8PBSoNCo8Yl3OPukpPoVIjt0CFu8nZqL3gILafuw8A+PXyQwTN+wNHrieVswfLsxG6AsR6KVRqZOerkK1QwVkugYudbZnllWptsJWaXQCOA0QcB8YABgbGABsxB4VKA8YAiZiDWKR93cVOgvRcJdQaBomNCIxpy+tGUWUSMTwdpFBqNODAgeMAhUo7UmsrFkEs4qDSaCDmOGTmq8ABcJTZwEYsQnKWAkq1BlIbEfKUam1ZNYOnoxSyQqOSOQoV1h27g7tPstEy2A3d6nlB8jQXyjwl7Ow0yFZog72abnLcS87RO+4ajjJ+akRRo1r4o5anPUZ+cxYMQIFag7V/3oZT8C0MbREAG7EI/9xJRqsQd8glYnAcIBZx/HE6ymygUGoglYjw0d5rUGsYpnWpjRpOMmg0DBrGkK/SwFYsgoYx2NmKoVIz5CnVUKkZJDYcvJ1k2Bv9ELN2XgEANPZ3weoRjSCTiKFWa/chevYBwHGASsNgI+IgKmGJoRWHbmHr6TjkFugH1dN3RKNRTWc8zS3Aqf9SEZuSA28nGdaMbAwXOwmO3XyMVUe0wbNMpcCwO9rO9lS90BLbjT17a67QDOND15OwaN81RCek48qDDHQK88SJQre7Xn/sDr4Z2wwv+TkDANztbZGVr0K+Ug2RiIO7vS2yFdrHUhsxVBoN7GxtoFCpAYZn5xFDgUoDtYZBbitGgUoDkYiDRsPgKLNBnlINDhzyn51Lbva2sBFrz+PcAjXspWKoNQwcOChUauQrNfB01F4dUGsYVBrtvhUqDT8PXW4rhkbDIBZzcJTaIDNfBamNSO/81FFrGIZvOoPkLAX2vtMOQe52yFaoIBZxkEvEyFOqIRGLIBGL4Ci1KfF3WFEaDUNOgQpyiRgFag2UKgapRMT/PdpJxMjM1/YVYhGH03dTcOBqImZ0CwPHARKRCJxI+69YxPEJpoRUDvqrSRSoNLj6MB1r/9ROh2OF/pQ4MFx9kIGGNZ0tXsuKupecja6rTxhU9mluyXdZFRLHqtLkwkoiMzMTzs7OyMjIgJOTk1nf687jLBy8lgS1huF4zBPYiDi0CHbDphPaCfbj2gQit0DNL8VlLlIbEWrXcEBsSk6xQKU8Xk5SPM5UlF8QgJ+LHC52EgDA9UKjU/V8nHCzlKkDVZVn7lP0jD+PLFs7/FarAwBtINmngTeWHbwFABjdMgDLhjYsd1/JWQq0WXIII2OOAQB21OkOtajkKQLVnVyZj6H/nQDjOPxYt6fea34uctTzccT70gdIvnoT6Q2b44sHtriXklPK3ogptAlxx5lS5mWPbhmAPZcfIF9pnmTGVsFuaFfbAzujEvAwPQ9+LnIMaeKHg9cScTc5B0Ob+KGujyPa1fbAmbupyMpXof/LPtgZlYA8pRrxqbl4mJ6HXi954/szcQhyt8fEdkHoUd8LJ24no4ajDPV8HEt878SMfMz9+V/4u8lR11v/syIzT4nI28no19AH+/99hG71vOAgLX986uHTPBy8lojMfBXqejuifW0PRN5O5qcVNQt0xaP0PByPSdZ+aRdxeJqrhJ2tmO+7w7wccPtxNkQc4O4g1bsSJRZxaBbgijylGi52Eng6ShF9Px33UnIgFnHwcpRiTKsABLrbw83eFnGpOfjq+F1Mah+M87FpCPN2xI1HmWgd4oZP/7ipV3dvJxnEIg7JWYpieRI6jf1dcOdxFnIK1HCWS/ibCtX3ccK9lGzkKzV4uaYzans64NfLD/ntBjf2xd7oR5BLxBjevCa+P6N/padr3Rpo7O8CxoCD1xJxKymrxPef2ikEEpEIJ24n40lWPhxlEog5Dl3r1cD+fx8hIS0PDf2c4SizQesQdwDA2XupOH1Xe363reWOYA97fjQUAALc7OB4+xo6ZMUiWuYFRav2uHw/Xe997yzugcuffYF90Y+wK6wblOLn54KHgy1Ssl88gNT93g1lqvft97IPFvWvj8SMfKTlFqCOlyN8XeQvvF9DGBqvUTBcAZYMhv/4NxHv/HjJrO9BhFEjNw094qOQZWuP32q1BwCMbR2IJYMbgDFWxnqUJTt5MxGH5i0DAOys0w0qkeUv/Hg4SPE0twA2Io4fXS+NrY0IHLTjJQUllN33TjskPM3F1tNxiIp7Wuz10kxr5YNm5w7i5N00XOv2CjaMaYIaTjK9Ns08dBiKO3fg0KE95I0b49u/72H10ZgSA7L+L/sAAPb/q13azlYsKvWDnBBCStIg5S4aJf+H/1xq4pzPS3qv/fJWGzSt6YyUrzbiSkI63mINoBRLBKrpi5vaMQSA9urr5I4hpV7ZtARD4zWaJlHJBbjZYUyrAADAoWtJcJFL0LqWO3589q1zTKsAMAb8dP5+WbsxmJNMexkVAALd7dDQzxlpOQUY1NgXXk4yPMlU4KO916DSaFDSFMoQT3swpv0G6u9qh5wCNbycpPyloMJGtfCHk1wCO1sxzt1LQ1pOAWZ0D4WdrXZE89L9dJyIeYK2tT3QKtgNaTkFuJucjdTsArja2/KXpdvX9kCeUo263k748+ZjZOUrEerliLhno9i6y6qeDlK0D/XAhbinyMpXwkFmg38fZCA5SwFHmQ1+ufgATQJd0SnME7EpORBzHPxc5XCSSRBxOhZRcU/R6yUvdAj1hLeTDDZiDlFxacgr0CDATY7kbAXCvBzhJJdg4d5ryMhVws9VjoZ+zrjzJBtOcgkiJrTA1YcZ2PT3XQyo4QPNwXuw9XBHo471UdfbEc0CXQGUtTB76dqHeqJO91DcfZINu2ZBcHK0Q4cwTzjKbGBnK0ZGnhLXH2bij6uJaODrhJwCNZxkEtxPy0WnOp7wc5EhxMMBe6MfIjlLAVc7WxSotZfd03OVcHewhUKlweOMfNT3dUIDPye42NkiIS0XYhGHJgGuxUa24lNzEJ2QjoS0XDTyd0F8ai4KVBr0fMkLNV3tyj2mRv4u6P+yb4mvJaTlIjohHYkZeWjo54I2tbSjNOqsLKQ9OI2GgW7weLMNX16vTUX6NyiZ3DEEk5914KXZMOb5/x+m5+FKQjpuPMpE9/peSEzPQ2JGPtJzCwCOQ2J6HiQ2ItiKtZf5JWIRZDYiXE5IR11vRzQPckN6bgFkEjEeZ+bj9uNs2NmKEeBmh2APe1xJSIeTXIIchRpr/tRO/wjxsIefqxwOUhvEPM5CA19n/HblkV4dmwa4oEWwG5zlEshsxLifloufLz7Aq60CcDc5G3/efFJumzf0c4abvS3ScgrQKcwT+Uo1cpVqeDvJkJqtgIPMBv93/G65+3lR49oEIq9AjT2XH+Llms64VGQkzddZhkcZ+fxjR6kNNIwhp8iVqwZ+TnC3l+pNeRFC17o14O38PCg4EZOMh+l5/DQufzc5OoR6lrufvZcfGn11zliOUhtkFVnrvDJxkNqgW70a2Bf9qMTXhzb1w6+XHuo91yHUA/5u2j7n+sMMXHuUWWIegO7ztmg7t63lzo/+Atq/tbo+2uBq/5VH/Odm0wCXYucq8HwesC5510Fqg5d8nbBqeCP4u9nx6ws38nfBOyG1sPakaT7Tx7YOxMX4p8hXqTG7Rxg+++MmHmXkw+bZtK2y6EbbAcDeVlzsb6uwhn7O+P71lnC1L3u6Y2VFI8MVYMmRYVJ9FTx4gIw9eyF2d4PbmDHlb1AOplYj5auNAAD3yW9AJBPu27iQ1BkZSPt+GziJDTzefLPEMplHj0JxKwb27drBrmkTC9fQeuhWASl8PxhTzjOuCMYY1Jrn89g1pXwEchyndzWBPZv7zmDcXR45jgMH8xx30StIusdF6120TGEapr/AQUllCz+Xla/EveQcvOTrpLdNSe8jKvKlXlOoDUXc8+0Ye36OFI7PxAKfKy9C13bavBYg7/x55Jw/D3nDhnDq0rnE8ikb/g8A4D7pdYjsyh8sIOWjkWFCKrtyb89ppML7sebvuOWt5wm6HbOlFA0ATXWqvwiO42Ajfl4RUZm5+5wB/xdO0b5D97jw86WV0RGXcSgl9U2OMgka+buUVLqcxyW3NcdxeudFWfWpSp7/Lp49hjbpu7QvRRz134KidFtChFLeHYmMRZ0pgMLreZbRvfHDUDT3lxBiAcyA/p6fvmWB+hA9FAwTIhQDRjCNwXGc/vVoa1fmgB+1EyHEggrdcbRUdMVKMBQMEyKQ0u5I9EIoxjNs+kmh+ZSEEGJufF/DlR52cfQlXTAUDBMilFLuSPRC+M7Uii//GzL9hG8n81eHEEJgyIVAmr4lGAqGCRGMiRPoQCMLAIxLoLPmdiKEWI5BCdPULwmFgmFChGLqBDrg+SU4K+5MjUqgs+YRdEKI5RiUQKfts2j6luVRMEyIUEycQKfdFY0sGHU50prbiRBiOQYl0FmmKqQ4CoYJEQgzpHM0FiWGwbDpJ9ROhBDLYTR9q1KjYJgQoej6OzOsJmHVnakh009ElEBHCLEgQ1YPogQ6wVAwTIhgKIHOLGgEhhBS2fAXAimBrjKiYJgQoVACnXlQAh0hpLKhBLpKjYJhQoRixjnD1hwMG5SXSO1ECLEkYxLoqFuyuGoVDIeHh4PjOL0fb29v/nXGGMLDw+Hr6wu5XI7OnTvj+vXrAtaYWDNDEiqMRgl0KHQ9sowy1E6EEMsxJGH6+RQK6pcsrVoFwwDw0ksvITExkf+5evUq/9rKlSvxxRdfYMOGDYiKioK3tzd69OiBrKwsAWtMrBYl0JmHIYvbi2hkmBBiQQaNDFMCnVBshK6AqdnY2OiNBuswxrB27VosWLAAQ4cOBQBs3boVXl5e+PHHHzF16tRS96lQKKBQKPjHmZmZpq84sT4G3ZHIOJQYBoPmYj9vJwvUhxBCKIGuUqt2I8N37tyBr68vgoODMWrUKNy7dw8AEBsbi6SkJPTs2ZMvK5VK0alTJ5w+fbrMfS5btgzOzs78j7+/v1mPgVgLc8wZpgS65yMwBiTQUTRMCLEEQ0aGRdR/C6VaBcOtWrXC999/j8OHD+Pbb79FUlIS2rZti9TUVCQlJQEAvLy89Lbx8vLiXyvN/PnzkZGRwf8kJCSY7RiIFTHLahI0svB8bl4ZhehyJCHEkgxZTYK6b8FUq2kSffr04f/fsGFDtGnTBrVq1cLWrVvRunVrAMUvUTDGyr1MLZVKIZVKTV9hYt3odszmwTdr+XPzKIGOEGIRxswZpitWFletRoaLsre3R8OGDXHnzh1+HnHRUeAnT54UGy0mxBL4QMwMCXTWHeQZMBebvjQQQiyIGTB9i6MrVoKp1sGwQqHAzZs34ePjg+DgYHh7e+Po0aP86wUFBThx4gTatm0rYC2J1TJkBNNYFORRAh0hpPKh9c8rtWo1TWLOnDkYMGAAAgIC8OTJE3z66afIzMzE+PHjwXEcZs6cic8++wyhoaEIDQ3FZ599Bjs7O4wZM0boqhOrRKtJmIUh00+onQghlmTQ6kHULwmlWgXDDx48wOjRo5GSkgJPT0+0bt0aZ8+eRWBgIABg7ty5yMvLw9tvv42nT5+iVatWOHLkCBwdHQWuObFKdDtms3g+/YRux0wIqSQMuh0z5TIIpVoFwzt27CjzdY7jEB4ejvDwcMtUiJCy0O2YzYMuRxJCKhtjEuioW7K4ahUME1KVGHJ7TqPxA57W3JsakkCnHTW2phEYtVoNpVIpdDUIsUoKsRgquQwKxoD8/BLLKG1ttWVUSrBSyhB9EokEYrH4hfdDwTAhQjFnAp01Dy0YMv3EipqJMYakpCSkp6cLXRVCrJbGxwfMswbSlUpwsbEll6lZE8zbB+n5+aWWIcW5uLjA29v7hfJvKBgmRCh0O2bzMGDE3ZraSRcI16hRA3Z2diY93wghhlFlZIApVRA7OkBUyn0LDClDnmOMITc3F0+ePAEA+Pj4VHhfFAwTIhRDEiqMRQl0Bq3naS0JdGq1mg+E3d3dha4OIVZLlZcHBg5iqRQimazCZYg+uVwOQHvPiBo1alR4ykS1XmeYkEqNEujMgxLoeLo5wnZ2dgLXhBArV837GiHp+rcXyYmgYJgQgRg0gmksus2wYdNPrCyBjqZGEFJJGHQ7ZmIMU/RvFAwTIhRDRjCNxSeGWUeQVyJDpp9YUQIdIaSKseb+WyAUDBMiFEqgMw9KoCOVVGRkJDiOK3NlD47jsHfvXovViRBCwTAhwjFHAp2IEuhACXRVHsdxZf5MmDCBL/cigWNERARcXFwsth0hpHKi1SQIEYo5Eujo3vaF5mKXUYhGhiu1xMRE/v87d+7Exx9/jJiYGP45XQY5IVUG9TWVGo0MEyIQSqAzE0NuZmJlCXRVjbe3N//j7OwMjuOKPfeiIiMjMXHiRGRkZPAjzuHh4QCAp0+fYty4cXB1dYWdnR369OmDO3fulLvdDz/8gObNm8PR0RHe3t4YM2YMvwZqRV29ehVdu3aFXC6Hu7s7pkyZguzsbL3jaNmyJezt7eHi4oJ27dohPj4eAHDlyhV06dIFjo6OcHJyQrNmzXDhwoUXqg95QQZN37JQXQiPgmFChGLICKaxdPui2zGXs5qErqj1tRNjDLkFKkF+LP3lg+M4RERElPha27ZtsXbtWjg5OSExMRGJiYmYM2cOAGDChAm4cOECfvvtN5w5cwaMMfTt2xdKpbLM7QoKCrBkyRJcuXIFe/fuRWxsLD+loyJyc3PRu3dvuLq6IioqCrt378aff/6JadOmAQBUKhUGDx6MTp064d9//8WZM2cwZcoU/tx/9dVXUbNmTURFReHixYuYN28eJBJJhetDLMX6+iWh0TQJQoTCz5IwQwKdNXemBtyO2ZpHYPKUatT/+LAg733jk16ws7Xcx06dOnVKHUW2tbXVG3XWuXPnDn777TecOnUKbdu2BQBs374d/v7+2Lt3L4YPH17idgDw+uuv8/8PCQnB+vXr0bJlS2RnZ8PBwcHo+m/fvh15eXn4/vvvYW9vDwDYsGEDBgwYgBUrVkAikSAjIwP9+/dHrVq1AAD16tXjt79//z7ef/991K1bFwAQGhpqdB0IsQY0MkyIUCiBzjwogY48c+vWLQwZMsSobW7evAkbGxu0atWKf87d3R116tTBzZs3y9z28uXLGDRoEAIDA+Ho6IjOnTsD0AalFXHz5k00atSID4QBoF27dtBoNIiJiYGbmxsmTJiAXr16YcCAAVi3bp3efOvZs2fjjTfeQPfu3bF8+XLcvXu3QvUgJmDFXXJVQCPDhAiFEujMghLoyiaXiHHjk16CvXdlV9pUDsZYmVdxcnJy0LNnT/Ts2RM//PADPD09cf/+ffTq1QsFBQUVrktp76l7fsuWLZg+fToOHTqEnTt34qOPPsLRo0fRunVrhIeHY8yYMfjjjz9w8OBBLFq0CDt27DD6CwIxBcP7GuvrlYRHwTAhAmHmCIatOMjjGZRAZ72JhhzHWXSqQmVma2sLtVqt91z9+vWhUqlw7tw5fppEamoqbt++zU9BKGm7W7duISUlBcuXL4e/vz8AvHCyWv369bF161bk5OTwo8OnTp2CSCRCWFgYX65JkyZo0qQJ5s+fjzZt2uDHH39E69atAQBhYWEICwvDrFmzMHr0aGzZsoWCYSEZcgc66+uWBEfTJAgRilmC4We7tuYEOiNux2zVXxqqidjYWERHR+v96FZbqFu3Lvbs2VPqtkFBQcjOzsaxY8eQkpKC3NxchIaGYtCgQZg8eTL++ecfXLlyBa+99hr8/PwwaNCgUrcLCAiAra0tvvzyS9y7dw+//fYblixZ8kLH9uqrr0Imk2H8+PG4du0ajh8/jnfffRdjx46Fl5cXYmNjMX/+fJw5cwbx8fE4cuQIH7Tn5eVh2rRpiIyMRHx8PE6dOoWoqCi9OcWksqJ+ydIoGCZEKGZIoAMl0Bk0F5uaqfqYPXs2PzKq+9GNyMbExCAjI6PUbdu2bYs333wTI0eOhKenJ1auXAlAO/WgWbNm6N+/P9q0aQPGGA4cOMCvxFDSdp6enoiIiMDu3btRv359LF++HKtWrXqhY7Ozs8Phw4eRlpaGFi1a4JVXXkG3bt2wYcMG/vVbt25h2LBhCAsLw5QpUzBt2jRMnToVYrEYqampGDduHMLCwjBixAj06dMHixcvfqE6EVIdccwarxO+oMzMTDg7OyMjIwNOTk5CV4dUUZmHDkFx5z84dOwAeaNGJtln1rFjyL9xE/Zt28CuWTOT7LOqyTl9GrkXL0HeuDEcOrQvsYzy0SOk//IrxM7OcBs31sI1tJz8/HzExsYiODgYMplM6OoQYrVUySlgGg1s3FzBlbK8nTozE5q8fIgc7CEulDRJylZWP2dovEYjw4QIheYMm4VBc7FpaJgQYlHU11RmFAwTIhRaTcI8+AS6MsrQlwZCiBAoga5SomCYEIGY53bMz/ZNCXQGJdDRLDFCiCUY19NQv2RpFAwTIhRDRjCNRSOeht3MhGZJEEIIeYaCYUKEYsgIppE43R3orDnKM2DEnaMvDYQQQp6hYJgQoZjjdswU5BmXQEe3YyaEWIJBfbIpLxMSY1AwTIhQKIHOPOh2zISQyoqmb1VKFAwTIhDzJNA9u82wVSfQaf8pc/qJiBLoCCGVFfVLlkbBMCFCMUsCnW7fVtyZGjP9xIqbiRBCiBYFw4QIhRLozEP3RUBECXSkuIiICLi4uAhdDbObMGECBg8eLHQ1TKoiv7vOnTtj5syZZqmPUE6dOoWGDRtCIpGY9HfMcRz27t1rsv0ZKigoCGvXrrX4+xZGwTAhQqEEOrN4PvWBEuhIcSNHjsTt27dNvt+///4bAwYMgK+vb6lBxYQJE8BxnN5P69atTV4XAFi3bh0iIiJMus/IyEhwHIf09HST7tdQFfnd/frrr1iyZImZamQYxpiB4xOGfRbMnj0bjRs3RmxsrMl/xy8qPDwcjRs3FroaRrMRugKEWC1KoDMPSqAjZZDL5ZDL5Sbfb05ODho1aoSJEydi2LBhpZbr3bs3tmzZwj+2tbU1eV0AwNnZ2Sz7FVJFfndubm5mqk0FGZRAV3a/dPfuXbz55puoWbOmwW9bUFBgtnOtOqCRYUIEYt4EOise8aQEumqhc+fOmDZtGqZNmwYXFxe4u7vjo48+0vudBQUF4dNPP8W4cePg4OCAwMBA7Nu3D8nJyRg0aBAcHBzQsGFDXLhwgd+m6KV23UjWtm3bEBQUBGdnZ4waNQpZWVlG1bdPnz749NNPMXTo0DLLSaVSeHt78z/lBWtxcXHgOA67du1Chw4dIJfL0aJFC9y+fRtRUVFo3rw5HBwc0Lt3byQnJ/PbFZ0m0blzZ0yfPh1z586Fm5sbvL29ER4eXux9oqOj+efS09PBcRwiIyMRFxeHLl26AABcXV3BcRwmTJgAQPt3tHLlSoSEhEAul6NRo0b4+eefyzwuS/3uik6TqMj7ljTauXbtWgQFBRVr788++wxeXl5wcXHB4sWLoVKp8P7778Orbh0EN2mMzZs3l9kuCoUCM+fORY0aNSCTydC+fXtERUUBeP47Sk1Nxeuvvw6O40odGdYd54QJE+Ds7IzJkyejoKAA06ZNg4+PD2QyGYKCgrBs2bIy62OMiIgILF68GFeuXOGvfOjqFx4ejoCAAEilUvj6+mL69Okme19TqNCncE5ODhYuXIi2bduidu3aCAkJ0fshhBjAkBFMY9HSPAZOP7HikWHGgIIcYX6MbO+tW7fCxsYG586dw/r167FmzRp89913emXWrFmDdu3a4fLly+jXrx/Gjh2LcePG4bXXXsOlS5dQu3ZtjBs3rswvPnfv3sXevXuxf/9+7N+/HydOnMDy5cv51yMiIkw2tz8yMhI1atRAWFgYJk+ejCdPnhi03aJFi/DRRx/h0qVLsLGxwejRozF37lysW7cOJ0+exN27d/Hxxx+XuY+tW7fC3t4e586dw8qVK/HJJ5/g6NGjBr2/v78/fvnlFwBATEwMEhMTsW7dOgDARx99hC1btmDjxo24fv06Zs2ahddeew0nTpwoc5+W+N2Z631L8tdff+HRo0f4+++/8cUXXyA8PBz9+/eHq6sr/jlwEJPHjcNbb7+NhISEUvcxf8kn+PW337B161a+Lr169UJaWhr8/f2RmJgIJycnrF27FomJiRg5cmSp+/r888/RoEEDXLx4EQsXLsT69evx22+/YdeuXYiJicEPP/ygF9C/qJEjR+K9997DSy+9hMTERL5+P//8M9asWYNNmzbhzp072Lt3Lxo2bGiy9zWFCk2TeOONN3DixAmMHTsWPj4+Jk0AIsRqGDKCaaTn+7LCIE/HgOknVt1MylzgM19h3vvDR4CtvcHF/f39sWbNGnAchzp16uDq1atYs2YNJk+ezJfp27cvpk6dCgD4+OOPsXHjRrRo0QLDhw8HAHzwwQdo06YNHj9+DG9v7xLfR6PRICIiAo6OjgCAsWPH4tixY1i6dCkA7ZSDOnXqVOiQC+vTpw+GDx+OwMBAxMbGYuHChejatSsuXrwIqVRa5rZz5sxBr169AAAzZszA6NGjcezYMbRr1w4AMGnSpHLnj7788stYtGgRACA0NBQbNmzAsWPH0KNHj3LrLhaL+VHsGjVq8CO0OTk5+OKLL/DXX3+hTZs2AICQkBD8888/2LRpEzp16lTqPi3xuzPX+5bEzc0N69evh0gkQp06dbBy5Urk5ubiw/nzoUpOwQfTZ+DzDRtw6tQpjBo1qtj2OTk52LR1KzZv3Ig+ffoAAL799lscPXoU//vf//D+++/D29sbHMfB2dm53Lp17doVc+bM4R/fv38foaGhaN++PTiOQ2BgoMHHZgi5XA4HBwfY2Njo1e3+/fvw9vZG9+7dIZFIEBAQgJYtW5r0vV9UhYLhgwcP4o8//uD/CAkhFWCOBDrdCgrWOOKpY8j0k0Jzhhlj9IW+kmrdurXe76ZNmzZYvXo11Go1xGIxAG2Ap+Pl5QUAeqNOuueePHlSavAQFBTEB1MA4OPjozdiO2TIEAwZMuSFj6fwKF6DBg3QvHlzBAYG4o8//sDQoUPx5ptv4ocffuDLZGdn8/835DjLG2UuvA+g+HFWxI0bN5Cfn18soC4oKECTJk0Mro+5fnfmet+SvPTSSxAVWsXGy8sLDRo04B+LxWK4u7uXWr+7sbFQKpVo26oV/5xEIkHLli1x8+ZNg+uh07x5c73HEyZMQI8ePVCnTh307t0b/fv3R8+ePQ3a1/bt2/kvEIA2DuzQoYNB2w4fPhxr165FSEgIevfujb59+2LAgAGwsak8aWsVqomrq2vlm5ROSFVjjgQ6Sgwz7nbM2g1MnMRYyUnstCO0Qr23qXcpkfD/1wXOJT2nKWMefeHyum3KKm8qPj4+CAwMxJ07dwAAn3zyid5IXml1LO04y6tzWccpKmEevVKpLPcYdNv/8ccf8PPz03utvNFuoX53xr6vSCQqNmWipLYpqS7G1E/3HkV7o4p+Ybe3178K07RpU8TGxuLgwYP4888/MWLECHTv3r3c+d0AMHDgQLQqFKQX/V2Xxd/fHzExMTh69Cj+/PNPvP322/j8889x4sSJYu0jlAoFw0uWLMHHH3+MrVu3ws7O9J0bIdaA71zLWA/XeJRAZ9DNTAq3ubV9ceA4o6YqCOns2bPFHoeGhvKjwlVdamoqEhIS4OPjA0A7/aBGjRqC1MXT0xMAkJiYyI/oFk6mA56vfKFWq/nn6tevD6lUivv375c5JaIq8/T0RFJSkl5QWrRtTCG0Vi3Y2tri1NmzCH42oqxUKnHhwgWTrZXs5OSEkSNHYuTIkXjllVfQu3dvpKWllTvA6ejoqDcCXxpbW1u980NHLpdj4MCBGDhwIN555x3UrVsXV69eRdOmTSt8LKZUoWB49erVuHv3Lry8vBAUFFQssr906ZJJKkdItWbIerjGsua5sDqG3Myk6MgwqZQSEhIwe/ZsTJ06FZcuXcKXX36J1atXW7wee/bswfz583Hr1q1Sy2RnZ+O///7jH8fGxiI6Ohpubm4ICAhAdnY2wsPDMWzYMPj4+CAuLg4ffvghPDw8TDIF40XJ5XK0bt0ay5cvR1BQEFJSUvDRRx/plQkMDATHcdi/fz/69u0LuVwOR0dHzJkzB7NmzYJGo0H79u2RmZmJ06dPw8HBAePHjxfoiEync+fOSE5OxsqVK/HKK6/g0KFDOHjwIJycnEz6Pvb29pg6fjw++PhjeNSsiYCAAH7e8aRJk154/2vWrIGPjw8aN24MkUiE3bt3w9vb26Q3oQkKCuLP/Zo1a8LR0RE//fQT1Go1WrVqBTs7O2zbtg1yudzkc5ZfRIWC4ep2VxtCBGGWWRI0TcKQudh6r1hzW1Vy48aNQ15eHlq2bAmxWIx3330XU6ZMsXg9MjIyEBMTU2aZCxcu8EuPAdobIwDA+PHjERERAbFYjKtXr+L7779Heno6fHx80KVLF+zcudOgETdL2Lx5M15//XU0b96cTwArPKfUz88Pixcvxrx58zBx4kSMGzcOERERWLJkCWrUqIFly5bh3r17cHFxQdOmTfHhhx8KeDSmU69ePXz11Vf47LPPsGTJEgwbNgxz5szBN998Y9gOjOhjli74CIzjMHbsWGRlZaF58+Y4fPgwXF1dK1j75xwcHLBixQrcuXMHYrEYLVq0wIEDB/TmOb+oYcOG4ddff0WXLl2Qnp6OLVu2wMXFBcuXL8fs2bOhVqvRsGFD/P7773B3dzfZ+74ojtFCm0bLzMyEs7MzMjIyTP7NkFiPtO+3QZ2RAZdhQyHxNU12f96//yL7xN+QhtaGU+/eJtlnVZOxbx8K7ifAsWcPyEpZAYAplUj5ehMAwH3qFIiq6WL0+fn5iI2NRXBwMGQymdDVMUrnzp3RuHFjwW/TSsiLYmo1VCmpAAdIypgGo8nNgzorCyKZFOJqeNMUcymrnzM0XqObbhAiGEqgMwejbses3cCs9SGEEIPw3Tf1SZZmcDDs5uaGlJQUAM9Xkyjtpyr46quv+G8RzZo1w8mTJ4WuErE2Zkygs+oAjxLoCCGEGMHgOcNr1qzh5zVV9ctWO3fuxMyZM/HVV1+hXbt22LRpE/r06YMbN24gICBA6OoRK2HQCKax+NsxW3GARwl01UJkZKTQVSCEWAmDg+HCGaFVPTv0iy++wKRJk/DGG28A0Ab3hw8fxsaNG016n25CymSGWPj5ahJWHOAZezMTa24rQoj5mWPgg5jUC93+48mTJ3jy5EmxBaSL3uWmMikoKMDFixcxb948ved79uyJ06dPl7iNQqGAQqHgH2dmZpq1jsRKPPu7MentmPnL/1Yc4Bkw/YTjOG2wzJh1j6ITQiynvK7emm7+U8lUKBi+ePEixo8fj5s3bxab6M1xXIkLLlcWKSkpUKvV/O0Wdby8vJCUlFTiNsuWLcPixYstUT1iVSiBzhwMnn7C4dmvwHrbihBSCVlx/y2UCgXDEydORFhYGP73v//By8vLpCNbllK0zmXd7nD+/Pn8mpGAdmTY39/frPUjVoBux2wefLuWU457Fg1bc1sRQgipWDAcGxuLX3/9FbVr1zZ1fczOw8MDYrG42CjwkydPio0W60il0nLvsU6Iscx7O2YrDvD47xhlR8OcSASm1lAwTAixiKo3bGg9KvQp3K1bN1y5csXUdbEIW1tbNGvWDEePHtV7/ujRo2jbtq1AtSJWyRwxGCXQGZFAR6PohBALoAS6Sq9CwfB3332HzZs3Y/Hixfjll1/w22+/6f1UdrNnz+aP4ebNm5g1axbu37+PN998U+iqEWtizgQ6aw7wDB1x55eh05RdjpBqICIiAi4uLkJXo9KJjIwEx3FIT08323vwvbGhCXQv2H8zxjBlyhS4ubmB4zhER0e/0P50wsPD0bhxY5PsyxiWOHcrNE3i9OnT+Oeff3Dw4MFir1X2BDoAGDlyJFJTU/HJJ58gMTERDRo0wIEDBxAYGCh01YhVMeOcYStOCmOGzsWugrkOpOpITEzEe++9h4sXL+LOnTuYPn16sTX6IyIiMHHixGLb5uXlmfz22SNHjkTfvn1Nuk9A+5m/Z88eDB482OT7toS2bdsiMTERztXo9seHDh1CREQEIiMjERISAg8PD6GrpKcynjMVGhmePn06xo4di8TERGg0Gr2fyh4I67z99tuIi4uDQqHAxYsX0bFjR6GrRKwNJdCZhzGrSeiVJ8R0FAoFPD09sWDBAjRq1KjUck5OTkhMTNT7MXUgDAByuRw1atQw+X6rOltbW3h7e1fJhQBKc/fuXfj4+KBt27bw9vaGjU35455qtbrYMrnWpELBcGpqKmbNmlVqwhkhpHzmTaCz3k7N0AF3a51SwhhDrjJXkJ+iS3GWpXPnzpg2bRqmTZsGFxcXuLu746OPPtLbR1BQED799FOMGzcODg4OCAwMxL59+5CcnIxBgwbBwcEBDRs2xIULF/htUlNTMXr0aNSsWRN2dnZo2LAhfvrpJ/715ORkeHt747PPPuOfO3fuHGxtbXHkyBGD6x8UFIR169Zh3LhxZY46chwHb29vvR9D9m3scRe91Ky75L1t2zYEBQXB2dkZo0aNQlZWlt77FB3Nbty4McLDw/nXAWDIkCHgOI5/DAC///47mjVrBplMhpCQECxevBgqlarUY5owYQIGDx6Mzz77DF5eXnBxceG3ef/99+Hm5oaaNWti8+bNett98MEHCAsLg52dHUJCQrBw4UIolUoA2nO9e/fu6N27N3/epKenIyAgAAsWLABQfJqErp3279+POnXqwM7ODq+88gpycnKwdetWBAUFwdXVFe+++67e4B/Hcdi7d69e3VxcXBAREQEAiLt/HxJPT+zatQsdOnSAXC5HixYtcPv2bURFRaF58+ZwcndH/9GjkJySUmo7AcCJEyfQsmVLSKVS+Pj4YN68eXzbTpgwAe+++y7u379f7HdSWOHjrF+/PqRSKeLj4xEZGYmWLVvC3t4eLi4uaNeuHeLj48usjzFKO2euXLmCLl26wNHREU5OTmjWrJne+WtuFZomMXToUBw/fhy1atUydX0IsR5muR2zbt+m22WVo6EEurLkqfLQ6sdWgrz3uTHnYCexM7j81q1bMWnSJJw7dw4XLlzAlClTEBgYiMmTJ/Nl1qxZg88++wwLFy7EmjVrMHbsWLRr1w6vv/46Pv/8c3zwwQcYN24crl+/Do7jkJ+fj2bNmuGDDz6Ak5MT/vjjD4wdOxYhISFo1aoVPD09sXnzZgwePBg9e/ZE3bp18dprr+Htt99Gz549AQBxcXEIDg7G8ePH0blz5xdqk+zsbAQGBkKtVqNx48ZYsmQJmjRpUu52xh53Se7evYu9e/di//79ePr0KUaMGIHly5dj6dKlBtU9KioKNWrUwJYtW9C7d2+IxWIAwOHDh/Haa69h/fr16NChA+7evYspU6YAABYtWlTq/v766y/UrFkTf//9N06dOoVJkybhzJkz6NixI86dO4edO3fizTffRI8ePfjlTR0dHREREQFfX19cvXoVkydPhqOjI+bOnQuO47B161Y0bNgQ69evx4wZM/Dmm2/Cy8uLD+hLkpubi/Xr12PHjh3IysrC0KFDMXToULi4uODAgQO4d+8ehg0bhvbt22PkyJHlN1ShPmbRokVYu3YtAgIC8Prrr2P06NFwcnLCunXrILOxwajRoxG+bBk2bdlS4q4ePnyIvn37YsKECfj+++9x69YtTJ48GTKZDOHh4Vi3bh1q1aqFb775BlFRUfzvpLTjXLZsGb777ju4u7vDzc0NTZo0weTJk/HTTz+hoKAA58+fN+moeWnnzKuvvoomTZpg48aNEIvFiI6OhkQiMdn7lqdCwXBYWBjmz5+Pf/75Bw0bNixW4enTp5ukcoRUa+aYJWGlo536jEugs+62qtz8/f2xZs0acByHOnXq4OrVq1izZo1eMNy3b19MnToVAPDxxx9j48aNaNGiBYYPHw5AO3LYpk0bPH78GN7e3vDz88OcOXP47d99910cOnQIu3fvRqtWrfh9Tp48Ga+++ipatGgBmUyG5cuX89tIJBJ+1PBF1K1bFxEREWjYsCEyMzOxbt06tGvXDleuXEFoaGiZ2xp73CXRaDSIiIiAo6MjAGDs2LE4duyYwcGwp6cnAO0IaOH3WLp0KebNm4fx48cDAEJCQrBkyRLMnTu3zGDYzc0N69evh0gkQp06dbBy5Urk5ubiww8/BKBd83/58uU4deoURo0aBQD46KOP+O2DgoLw3nvvYefOnZg7dy4AwM/PD5s2bcLYsWPx+PFj/P7777h8+XKZgZZSqcTGjRv5Ab9XXnkF27Ztw+PHj+Hg4ID69eujS5cuOH78uGHBcCFz5sxBr169AAAzZszA6NGjcezYMbRr1w6aggJMGDMG23buLHX7r776Cv7+/tiwYQM4jkPdunXx6NEjfPDBB/j444/h7OwMR0dHiMXicq8yKJVKfPXVV/w0nrS0NGRkZKB///78sderV8+o4ytPaefM/fv38f7776Nu3boAUO75b2oVCoa/++47ODg44MSJEzhx4oTeaxzHUTBMSDkYY+adM2zNQ8NGJtBZ25rMchs5zo05J9h7G6N169Z6o1Jt2rTB6tWroVar+RGll19+mX9dN3WvYcOGxZ578uQJvL29oVarsXz5cuzcuRMPHz6EQqGAQqGAvb293nuvWrUKDRo0wK5du3DhwgW9ebx+fn64deuWUcdS2vG1bt2af9yuXTs0bdoUX375JdavX4/t27fzAS8AHDx4EB06dKjQcZckKCiID4QBwMfHB0+ePHnh47p48SKioqL0gmq1Wo38/Hzk5uaW+iXipZdegqjQl1gvLy80aNCAfywWi+Hu7q5Xx59//hlr167Ff//9h+zsbKhUKjg5Oentd/jw4dizZw+WLVuGjRs3IiwsrMz629nZ6V359vLyQlBQEBwcHPSeq0hblft78/DEkzKmSdy8eRNt2rTR+7to164dsrOz8eDBAwQEBBhcF1tbW736uLm5YcKECejVqxd69OiB7t27Y8SIEfDx8TFofy+99BI/paJDhw4lLrJQmtmzZ+ONN97Atm3b0L17dwwfPtyisw8qfNMNHd08nOo0+ZwQsys8GkkJdCZl1O2YtVuYsTaVD8dxRk1VqOwKj/DpPodKek6XHLR69WqsWbMGa9euRcOGDWFvb4+ZM2eioKBAb7/37t3Do0ePoNFoEB8frxc0mItIJEKLFi1w584dAMDAgQP50WpAG4TrGHvcJSk6OspxnF55kUhUbJ63bj5uWTQaDRYvXoyhQ4cWe62s5MCS6lNWHc+ePYtRo0Zh8eLF6NWrF5ydnbFjxw6sXr1ab5vc3FxcvHgRYrGYb9uyGFsP3WND2sqQ31tZv7OS7pZb0ThMLpcX22bLli2YPn06Dh06hJ07d+Kjjz7C0aNH9b60lebAgQP8Mcvlxn3xDQ8Px5gxY/DHH3/g4MGDWLRoEXbs2IEhQ4YYtZ+KqlAwDAD/+9//sGbNGv7ECg0NxcyZM/HGG2+YrHKEVFuFO01TJtDR2rnPY1tKoKvyzp49W+xxaGhomfMgy3Py5EkMGjQIr732GgBt4Hbnzh29y8EFBQV49dVXMXLkSNStWxeTJk3C1atXzZ40zhhDdHQ0P1Lo6OioN3JraZ6enkhMTOQfZ2Zm6g2GAdpArugqUk2bNkVMTIzZ71J76tQpBAYG8slwAEpM9nrvvfcgEolw8OBB9O3bF/369UPXrl1NWpeibXXnzh3k5uaa9D0AoH79+vjll1/0guLTp0/D0dFR78vSi2jSpAmaNGmC+fPno02bNvjxxx8NCoYNXZ62pHMG0E7BDQsLw6xZszB69Ghs2bLFYsFwhT6FFy5ciBkzZmDAgAHYvXs3du/ejQEDBmDWrFl683cIIaUw18gwnxRmwl1WNQaPktAoemWXkJCA2bNnIyYmBj/99BO+/PJLzJgx44X2Wbt2bRw9ehSnT5/GzZs3MXXqVCQlJemVWbBgATIyMrB+/XrMnTsX9erVw6RJk/jXHz58iLp16+L8+fNlvld0dDSio6ORnZ2N5ORkREdH48aNG/zrixcvxuHDh3Hv3j1ER0dj0qRJiI6OrjQ3gOratSu2bduGkydP4tq1axg/fnyxLyJBQUE4duwYkpKS8PTpUwDaOczff/89wsPDcf36ddy8eZMfZTSl2rVr4/79+9ixYwfu3r2L9evXY8+ePXpl/vjjD2zevBnbt29Hjx49+LnMurqaSteuXbFhwwZcunQJFy5cwJtvvvl8xNeEfczbb7+NhIQEvPvuu7h16xb27duHRYsWYfbs2XpTTCoiNjYW8+fPx5kzZxAfH48jR47g9u3bJp83XPScycvLw7Rp0xAZGYn4+HicOnUKUVFRJn/fslSo5TZu3Ihvv/0Wy5Ytw8CBAzFw4EAsW7YM33zzDb7++mtT15GQ6qdQ52jSUFhEAR5/O2ZKoKvyxo0bh7y8PLRs2RLvvPMO3n33XX5VgopauHAhmjZtil69eqFz587w9vbWW/w/MjISa9euxbZt2+Dk5ASRSIRt27bhn3/+wcaNGwFoL3/HxMSUO/KnG2G7ePEifvzxRzRp0kTvxhfp6emYMmUK6tWrh549e+Lhw4f4+++/0bJlyxc6RlOZP38+OnbsiP79+6Nv374YPHhwsXmcq1evxtGjR+Hv78+vgtGrVy/s378fR48eRYsWLdC6dWt88cUXJr+x1aBBgzBr1ixMmzYNjRs3xunTp7Fw4UL+9eTkZEyaNAnh4eFo2rQpAO1qDr6+vib/wrF69Wr4+/ujY8eOGDNmDObMmWN8gqUBAyN+fn44cOAAzp8/j0aNGuHNN9/EpEmTTPJFw87ODrdu3cKwYcMQFhaGKVOmYNq0aXrz1k2h6DkjFouRmpqKcePGISwsDCNGjECfPn2wePFik75vWThmzMKPz7i6uuL8+fPFsv1u376Nli1bmvW2hpVBZmYmnJ2dkZGRUWyiPiGG0BQUIHXTNwAAjzengjPREjLKxESk//wLxM7OcBs31iT7rGpSv/sOmrx8uL46BjZubqWWS/thO9RPn8J5yBDY1jTN5cXKJj8/H7GxsQgODjbLjRzMqXPnzmjcuHGxdW4JqWo0CgXU6RngJDZl9kkapRLqtKfgxCLYVLK7xlVmZfVzhsZrFRoZfu211/hvyIV98803ePXVVyuyS0Ksi7kT6Kx4noTht2PmtzBndQghhFRyL5RAd+TIEX5S9dmzZ5GQkIBx48Zh9uzZfLkvvvjixWtJSHVDCXTmY2BsSwl0hBBCgAoGw9euXePn39y9exeANpPS09MT165d48vRcmuElIIS6MzH0AQ6mjNcqUVGRgpdBUJMw8CrVXSxSjgVCoaPHz9u6noQYl3MFYDxsySsuDdldDtmQkhVRn2SpZnw+iwhxFD8Xc84zqRXUOjSP54fu4GrSVj1lBJCSOVBV9MFQ8EwIYLQBcMm3i0l0BmfQGe9TUUIqYSoS7I8CoYJEYJuXqspk+cAGu0ECo2KlzM/j297+ughhFgAjfxWWhQMEyIEQ0cvjcVRAh0MbVpKoCOEWIKxfQx1SRZHwTAhQjBw9PLF929dGGNGfNGgYJgQUhlRn2RpFAwTIgB+GoOJR4atPoHOmPWbaUpJlRUXFweO4xAdHW3294qIiICLi4vec9988w38/f0hEomwdu1ahIeHo3Hjxi/0PpY8JlJJ0TQKwVAwTIiQzDVNwlpHFoxZv5mmlBADjBw5Erdv3+YfZ2ZmYtq0afjggw/w8OFDTJkyBXPmzMGxY8cErGXFcByHvXv3Cl0NQgRX4TvQEUJeAJ9AZ645w1Ya4RkRDD9veyttK2IQuVwOuVzOP75//z6USiX69esHHx8f/nkHBwchqkeqAn7mFo38VlY0MkyIEMycQGe1l/4LBcPltqyVfnFgjIEVFAjzY0RbazQarFixArVr14ZUKkVAQACWLl1aYlm1Wo1JkyYhODgYcrkcderUwbp16/TKREZGomXLlrC3t4eLiwvatWuH+Ph4AMCVK1fQpUsXODo6wsnJCc2aNcOFCxcA6E+TiIiIQMOGDQEAISEh4DgOcXFxJU6T2LJlC+rVqweZTIa6deviq6++0nv9/PnzaNKkCWQyGZo3b47Lly+X2R5ffvkl/94AsHfvXnAch//7v//jn+vVqxfmz5/PP/7999/RrFkzyGQyhISEYPHixVCpVACAoKAgAMCQIUPAcRz/mJgDJdBVdjQyTIgQzJZAZ92X/lmFpklYWWMplUjZ9I0gb+0xdQpga2tQ2fnz5+Pbb7/FmjVr0L59eyQmJuLWrVslltVoNKhZsyZ27doFDw8PnD59GlOmTIGPjw9GjBgBlUqFwYMHY/Lkyfjpp59QUFCA8+fP8yN1r776Kpo0aYKNGzdCLBYjOjoaEomk2PuMHDkS/v7+6N69O86fPw9/f394enoWK/ftt99i0aJF2LBhA5o0aYLLly9j8uTJsLe3x/jx45GTk4P+/fuja9eu+OGHHxAbG4sZM2aU2R6dO3fGjBkzkJKSAg8PD5w4cYL/95133oFKpcLp06cxa9YsAMDhw4fx2muvYf369ejQoQPu3r2LKVOmAAAWLVqEqKgo1KhRA1u2bEHv3r0hFosN+r0Qy2CM0UiyBVEwTIgAzJdA9zzAs8rO1JgEOlj5KHollpWVhXXr1mHDhg0YP348AKBWrVpo3759ieUlEgkWL17MPw4ODsbp06exa9cujBgxApmZmcjIyED//v1Rq1YtAEC9evX48vfv38f777+PunXrAgBCQ0NLfB+5XA53d3cAgKenJ7y9vUsst2TJEqxevRpDhw7l63Pjxg1s2rQJ48ePx/bt26FWq7F582bY2dnhpZdewoMHD/DWW2+V2iYNGjSAu7s7Tpw4gWHDhiEyMhLvvfce1qxZAwCIiopCfn4+30ZLly7FvHnz+PYLCQnBkiVLMHfuXCxatIgP4l1cXEo9DmJh1tZfVyIUDBMiBH5g2FwJdFaKEujKJ5FoR2gFem9D3Lx5EwqFAt26dTN4119//TW+++47xMfHIy8vDwUFBfzUBTc3N0yYMAG9evVCjx490L17d4wYMYKf8zt79my88cYb2LZtG7p3747hw4fzQbOxkpOTkZCQgEmTJmHy5Mn88yqVCs7OzvzxNWrUCHZ2dvzrbdq0KXO/HMehY8eOiIyMRLdu3XD9+nW8+eabWLVqFW7evInIyEg0bdqUn7t88eJFREVF6U0tUavVyM/PR25urt57E/Oyti6mKqI5w4QIwswJdID1Xf4HKpZAZ2XtxHEcOFtbYX4M/LJWOGHNELt27cKsWbPw+uuv48iRI4iOjsbEiRNRUFDAl9myZQvOnDmDtm3bYufOnQgLC8PZs2cBAOHh4bh+/Tr69euHv/76C/Xr18eePXuMqoOO5tmVhm+//RbR0dH8z7Vr1/j3M2budGGdO3dGZGQkTp48iUaNGsHFxQUdO3bEiRMnEBkZic6dO+vVY/HixXp1uHr1Ku7cuQOZTFah9ycVZK7BD2IyFAwTIgRz34EOAKzx8n/hBDpDR4Zp3KbSCQ0NhVwuN3i5spMnT6Jt27Z4++230aRJE9SuXRt3794tVq5JkyaYP38+Tp8+jQYNGuDHH3/kXwsLC8OsWbNw5MgRDB06FFu2bKlQ3b28vODn54d79+6hdu3aej/BwcEAgPr16+PKlSvIy8vjt9MFymXp3Lkzrl+/jp9//pkPfDt16oQ///wTp0+fRqdOnfiyTZs2RUxMTLE61K5dG6JnU4gkEgnUanWFjpMYowJ9jJV9SRcaBcOECMFcCXRWPjLMNEZ8ybDWBLoqQCaT4YMPPsDcuXPx/fff4+7duzh79iz+97//lVi+du3auHDhAg4fPozbt29j4cKFiIqK4l+PjY3F/PnzcebMGcTHx+PIkSO4ffs26tWrh7y8PEybNg2RkZGIj4/HqVOnEBUVpTen2Fjh4eFYtmwZ1q1bh9u3b+Pq1avYsmULvvjiCwDAmDFjIBKJMGnSJNy4cQMHDhzAqlWryt2vbt7w9u3b+WC4c+fO2Lt3L/Ly8vTmVH/88cf4/vvv+VHvmzdvYufOnfjoo4/4MkFBQTh27BiSkpLw9OnTCh8vIVUdBcOECMFcCXRWHgzzIzAGTT95VsYaR9CrgIULF+K9997Dxx9/jHr16mHkyJF48uRJiWXffPNNDB06FCNHjkSrVq2QmpqKt99+m3/dzs4Ot27dwrBhwxAWFoYpU6Zg2rRpmDp1KsRiMVJTUzFu3DiEhYVhxIgR6NOnj15CnrHeeOMNfPfdd/xSbJ06dUJERAQ/Muzg4IDff/8dN27cQJMmTbBgwQKsWLGi3P1yHMeP/nbo0AEA8PLLL8PZ2RlNmjSBk5MTX7ZXr17Yv38/jh49ihYtWqB169b44osvEBgYyJdZvXo1jh49Cn9/fzRp0qTCx0tMhKZRCIZjFZ28ZMUyMzPh7OyMjIwMvc6HEEMVPHiIjD17IHZ1hdtrr5psv0ylQsrGrwEA7lOnQGTgMlbVhTorC2kRW8HZiOFRRmY+AGQePgLF7duwb98OdtU0EMjPz0dsbCyCg4NpnighAlHn5ECTnQORXAZxGTEDYwyqJ8kAABtPD3DlrohDgLL7OUPjNWppQgShu5xv4t1a+8iwMXOxacowIcQSqI+p9CgYJkQI/O2YTfwnSAl0z/5TfjD8vO3pk4oQYk6GfUmnaW7CoWCYECFYYjUJa+xMjRoZpgQ6QkglQ9OGBUHBMCFC4EdtzZBAZ8VBHp8CYUgCHUcJdIQQQigYJkQQzFwjwwAfX1thLPx8+olB7frsdsxW0FDWcIyEEOtkiv6NgmFChGCmZYa1+7TizDBKoNMjeXb749zcXIFrQogV4/sYmgNhDrr+TWLg7d5LYmOqyhBCjGGmBDpoR0UZYJ2X/yuSQFeNR03FYjFcXFz49Xnt7OwMviUyIcQ01AUKaJRKiAoUEOeXHXYplSqAMdjk5YGzoRCtLIwx5Obm4smTJ3BxcYFYLK7wvqilCRGCWadJWPE8iYok0FXnoWEA3t7eAFDqDSsIIealyc8HK1CCk9pCJJWWWVadlQUwQJSRTusMG8jFxYXv5yqKgmFChGCu2zEDAFf9RzxLw9+O2ZgEumreThzHwcfHBzVq1IBSqRS6OoRYnZyoKChiYiBr0AB2deuWWfbprl1gBQVwGjAANs7OFqph1SWRSF5oRFiHgmFCBMDMdDvmwvu0zqSpCiTQWcl0ErFYbJIPDUKIcZRqNTR5+ZCCK/dOkLYFBdDk5UMmkcCG7hppMTQGT4gQ+IFh860mYZUqtM6w+apDCCG0/nnlR8EwIYLQJdCZPnLlrHn9XKMS6OhDhxBiAbpY2KD+3or7bwFVq2A4KCgIHMfp/cybN0+vzP379zFgwADY29vDw8MD06dPR0FBgUA1JlaLEujMgxLoCCGVjvH9knVOcxNOtZsz/Mknn2Dy5Mn8YwcHB/7/arUa/fr1g6enJ/755x+kpqZi/PjxYIzhyy+/FKK6xFqZNRimBDpKoCOEVBrG9Pcimr4lhGoXDDs6Opa6xMaRI0dw48YNJCQkwNfXFwCwevVqTJgwAUuXLoWTk1OJ2ykUCigUCv5xZmam6StOrAoz0+2Ytbu05pEFY75kWFcCHSFEGMYkTHN0xUoQ1WqaBACsWLEC7u7uaNy4MZYuXao3BeLMmTNo0KABHwgDQK9evaBQKHDx4sVS97ls2TI4OzvzP/7+/mY9BmIFLJFAZ419qTG3Y6aRYUKIJRizlCb1S4KoViPDM2bMQNOmTeHq6orz589j/vz5iI2NxXfffQcASEpKgpeXl942rq6usLW1RVJSUqn7nT9/PmbPns0/zszMpICYvBhmgQQ6ZoUjnkZcjuTociQhxBIoga7Sq/TBcHh4OBYvXlxmmaioKDRv3hyzZs3in3v55Zfh6uqKV155hR8tBkoeMWKMlTmSJJVKIS3nrjGEGIcS6MyiIiMwFA0TQsyJllar9Cp9MDxt2jSMGjWqzDJBQUElPt+6dWsAwH///Qd3d3d4e3vj3LlzemWePn0KpVJZbMSYELMyZwIdrLczNepmJvShQwixiIqsJmHG6pBiKn0w7OHhAQ8Pjwpte/nyZQCAj48PAKBNmzZYunQpEhMT+eeOHDkCqVSKZs2amabChBjCnAl0IutdTYIf5DViNQlKoCOEmJUxX9JFdMVKCJU+GDbUmTNncPbsWXTp0gXOzs6IiorCrFmzMHDgQAQEBAAAevbsifr162Ps2LH4/PPPkZaWhjlz5mDy5MmlriRBiDkwsy6tpnsP0++68jP+dsxW2lCEEAthxtwMiK5YCaLaBMNSqRQ7d+7E4sWLoVAoEBgYiMmTJ2Pu3Ll8GbFYjD/++ANvv/022rVrB7lcjjFjxmDVqlUC1pxYJWNGMI1FCXSUQEcIqTwqcMWKEugsq9oEw02bNsXZs2fLLRcQEID9+/dboEaElMWYEUzjWPXIAi1hRAipbIxZ8pGuWAmi2q0zTEiVQLdjNg+6HTMhpNKh2zFXdhQMEyIEYxIqjEW3Y6bLkYSQyqMiCXTW130LioJhQgRgTEKF0fiBYWvsTY2/HGmd7UQIsRRjEqbpdszCoGCYECFYJIHO9Luu9IyZJkEjMIQQS+DHPiiXobKiYJgQIRiVUGEcuh0zjBuBoQ8dQog5VSSBjqZvWRQFw4QIghLozIJux0wIqWwqkNhL07csi4JhQoRACXRmQQl0hJBKh1ECXWVHwTAhAjBvAp0VjywYcznSmtuJEGIxlEBX+VEwTIgQjEmoMJZV96XGTD+hERhCiAXQzYAqvWpzB7pqS6PR/nGYI2giwtGNYJphNQlKoIORt2O2vg+dlLwU3E67DU87T4Q4hyA5Lxn/pf8HbztvBDkHwUZU+keDUqPEvfR7eJD1AMyE3yQ85B4Icw2DncSuzDp72HmglnMtiEXicvepYRrEZ8bjXsY981wBUOYCT+MARY7+8/bugEsAILIBBw41HWuitkttiEViMMbwOPcxYtJioNQoIeJEqOVSCwGOAWVe0VBr1LibcRcJmQkmbfeifB18EeoaigxFBm6m3oRCrYCKqfAg6wEeZD2Au9wdQU5BkNvIzVaH0njIPVDXrS5kNjIAQIYiA9dTryNXmQsA8HPwQ6hrKNIV6XrntyHnio6GaRCbEYu4jDgwMEjFUtRzrwcXqQvuPL2DdEU66rnVg4vMBQCgUCtwK+0WCtQFqO9eHyJOhJupN5GWn8bv0y71JsQZGchNOgNXh4wyz3MG4FH2Q6Q/PAOl/AEAbZ9ey7kWAp0CwXEcGGNIyErAf+n/QcM0kIgkqONWB152XmZJyrYGFAxXcpGXvsYn//4fILIBRGLtfFDGAI0aYGrtY5GNWYNlB84GIWJ7MACx6hxkM9WL7ZATgxPZwE/uDl9bFyRmJ+JxQQZ8RDJ4iWV4oM5FoiYfDIAEIgTIPVDTwQ/iMj6gK4IxhkTFU8TlPUG+pgAA4GnrjBC5F+xtZFAzDRLyUpCQnwIlU4EDBz+ZGwJlNSAVS4rtL19dgLi8J0jMTwPTKLXBqMjm+c+zubwysRQd4yQITShACv5BsnIfIHVEoFMgRtYZCVuxrdHHotKocOnxJfzz6B+4370Oh8dZeHTlHjLS3YCCHCA/E0AJwTEnBuw9teeWSgHkpsKooVKJAyB3hoPEAcHOwfCUewJZiUhOu4PYvMfIVueXuJmHxAkhdl5w8HoZsNX/UODAwdfBF74OvkjJTUFCVgJUhc45hUqB+Mx4PMp5xH8QBDgFINQlFHXUHL+XcvHTJDS4l3EPSTlJei+7ydwQ6BQIhUqBuMw45BbkgKXdwcPMBMTnPYHCiL+DAo0S8XnJeKxIh6/MDQEyT9iU8QGdpcpDbO5jpCgzDX4PAHC2sUeInRcUaiVi8x4j79l5XZhKo8ZT1fPgTQIOykK/c1uRLUJdaqO2rQtk3POLh3lqBe7kJOK/3EQomdqoehmKA4cAmQfC7P2QrylAbN5jKDRKqJkGacpsvpzcRg4HiYP2AVNr+0Mw7amrUWmfA5CrUSEH5qmrseSMwUEDFHBARglfgh00DPIy/vSyRUCehQIdG3BQVdJLJjbg4MJJwACksuLntw0DVIWaSQ4xHADtOVLW5yVjgEaFHGiQW8LLRdvETcMgZsBTEce/H8cAERjURfbfPUYD12yGv88dweM7HDgAgQ7+qONRHyPrjEQL7xYAgKScJPxw9X/Ijb2DCyIRYh/o78eBs4GcEyOfqZFVQv/jzElgy1n+gn8NmQdqeTdFc+8W6OLfhf+iUJVwjCbMGS0zMxPOzs7IyMiAk5OTWd/r8LEPMOfBAbO+B7G8Jv9pUDuR4YY/h+tBzzuvYOdgTG44GTIbGV72eBle9l7l7ismLQbvHHsHj3MfAwDaXdfAN40hKlSEOG/rGiVonCRD10Q33HZXIKquDdr7tUdL75aQiCWwt7FHmFsYPOQeAID0mGs4u201zmvuYnedpwLX3LI4xhCoVOGxjRh5IhHEjCHg2eNcUfkfpo5qDYKUStiYKGBi4PDIRownNqV/4eUYQ4BKhWSxYXXUkWo0qKVUQmqujzobGVD4CyxjgCpPG5QDUIHDXVuJXp3FjCFEqYSDRoN8ToS7EgkKDLhKZKfRoFaB6dq9KDU4xEokyBKLwDGGYKUKzho1OADeKjX8lSqk2Ihx38ZGL+C0BAYO9yU2SBPrf4n0VyrhoVZDDQ73bCXIFon4c+WJWHt+G0v+7JyRMIYMkRixEhswjoOjWgMXjRoJEv3BEDe1GlLGkPjs/PVUqeCnUoN79ntqcoWDfS6Hf+sx3PAQI7nQeS4RSbC512bkqnLx/on30SA6HYEpGqQHqpD0rPtXcBz+k9jqnSO2GoZaSiVkTINskQj3JJJiQbgQxOAQZO+DELc6aO3XHl0DuvJ9rhAMjdcoGK4ASwbDmbmpSEy8ADyNBdITALVS++3W0Qtw9AVykoHMh89GRkyPAUhT5+OeMgMcxyHYxgluYlnF0740KiDzIZQZD3AfSjwSMXjb1YC3cxASmRKPVbmoaeMAfxsH2HAi5BZkIi7jHpLy0sA405+qHkyEYI0IToyDGkCiSINYToMCjoFjHLwZh2Amgpxpv/3f5zS4z2mgLqEuNoxDABPBn7OFjbM/IHcDMh8AaXFA1iPoRlwzRSKkPHEGeypDeo1cpPsooWr4Cn5NuYTU/FR+f3IbOX7s+yNqu9Yutf7JuckY/cdoPM59DBeI0TkrA41uAnbpIqQEqZHtqdGeLzJnQFxCoFGQBxQ8H3GD3AUoYdS7RIwBualgjOGpWNsZZzz74HERyxDMxHAr4UzRAEjkGOLUucgHAxx9gLyngEo7iqziODySypDP1LBhQE2lEraFuikxgAClEv4qFSRMO1oWJ7HBvzIpPBJFaBSrQVwNDlF1Sv4Q9JB7oI5rHaTFXEWD6KdIdeRwshGHQKUSomdvwzjgiViMjGcfvN4qFZzUGkAkRg2RFMEaERwMayVtnRkHfyZCDcbhEafBQ46VeT7LGIcgJoKPRmRwYgcD8ITTIFakgRQcQjQiOLOS/lI51HTwhb1nXagkdnikyoGnWA75gyhoYk/goY0NbtlKcE/uALXcmd9KwjiEMBHqQgpf11BwbsHaUbaiJHLAIwywtQdS7wDKfO1jR2/t67kpQPJt7f89QrV9260/gOwnSIMGMSINbovUkIPj/zYBwI+J4KDRQJ1+H/ehQIHug58Ta/tCG6n2XHfyBVxqAiJb2IgkCPB6GRL3UMPPa2M4eAEONYo/r9EA6XHaqzKA9ipT7mMo1AXgOA415TVg9+xSPwAoNSrE5yZBXUY/biuWIMDOG2JzjvwxDTRP4/HwyRW42nnBwashIDXmTDeRnBQg5bb26ppHqPbkTokBy8tAkjoXmc+ueHg5+cPF62VtH5b6HzRSJzy0c4GrWgmH9AdQK/NwX52DAnsPwMmv7M9LkRhwrgmJgzcC8nNhk5sCuAYD9h7IfnIDTzPi4Se2h8jWDhkuNZFkawtABEeVEj5ZyeA0SqQ4+UBj544acje9XaftPQz10ww492gHW1UsUs59hdv5T7CtRk38IyqAo60jcpW5UDM1RtwQYWTsU/g3DIC8VRfg2XQKJdPgvioLKqaBGBwCJY6QcM+/GORpVEhQZZt1Ck1J1IosPLp3GLegQqSdHDHS4lc2Q5xD0NCjIboEdEG3gG4WrR8Fw2ZkyWCYVBPKPCBbO3ILiR2yzl9H/vXrsMs6CPuCf4B+q5Hx8nBsvLIRN1Nv4nHuYzzMfogQ5xD81O+nEueX5avyMfHQRFxLvYYgWxf8cOcqnGGDDPcpKMiygUOnDpDXqwM4eAM2pUy9YAx4dAl4fAMIbAu41zLuuFLvAmf+D3hyU/vYPQRoMw2oUa/8bc9/CxyY8/yxvScQ1B64vgcaGzlSB2+Ay8+TIBHZAG/8CchdS95PVhJwaz/UsScQfec+sh+JYO9cgIJAFf6q0xF3ZNq2S8tPQ3xmPP9h4ZPK0O+2HI1UyWjmnw7HwZuAgFbafaoKwKK3I/3SFkjFtrCr0w+oNwAI6lh6W1Z1GjXw16fA6S+Bev2BPitLDvSEptEA2UmAugAAp/0yVV1/J6RaSNu+Heq0p3AeMhi2NWtq+83vuiE3Px0TatbETRvtF7v+fp3w/o+7oc60hcN7EZC3sWzgWGH5mcC1n4Gka0hKvo7/MmNxS5OHv+zkuCqT8sVGB/bFh51XWLRqFAybEQXD5EVl/XUc+devw150BXbJu7QBZK+l/OupeakY/vtwJOclo5V3K/QJ7oOuAV3hKnseEC4+sxg/3/4ZLhJH/Bh/D/6KPKD3CmSmBUBx9x4cOneCvGFDIQ7PMBo18E0nIOmq9vGIbdqAc3MvIOEcYCPXXm5+aSgwfItBu8yNikLOyUjIJA/hmLoFCO4IjP/9+evKXPz38CxuHV8El7v38PJNDlK5Gq5DBwBDvym+Q2MWy68u1ErzjKISYqXSftgO9dOncBk6BBI/P+2Tcf8AP47EY3UeVri7olGBCuPcmiIr8jQUNnXh8M56yBs1ErbiLyLuFLDnTaRmPcBVqRT/ymzRsmZHtB72g0WrYWi8RkurESKIZ0GWo4/236dxeq+6y9ywosNyiDgRziWdQ/iZcIzYPwLZz6Y0HLh3AD/f/hkcOKwskGsD4Tp9gVZTq87SPCIx0H8dILEHmo4H6g/U1r17uPZ1VZ7231ZTDd8nx2kv0/trE1Jw/yx/qRoA7JJj8PIv72BE/L/onJcHMQDYuQG9l5e+P2sKhAEKhAkxtZK+VAe1B2Zdh9dr+/CFS3OMT08Hd+8vbe6vT+PK33+XJ6gd8NY/cO+1HJ3rjcB0h3poHdhV6FqVilaTIEQIuo7OyVf7b9q956/lpgE/jkALTowfen2FY4+j8Pu935GUk4Rv/v0G/UL6YfGZxQCAyT4d0eb0Nm0ST58Vz4K3KnQHuprNgPkP9D8kAtsCob2AO4cB75cB/1YG747p7ibn5Ktd2ir9vnYExjUYOP4pcOM3AAzwqAMMWgEcvwB4+2kDYkIIMYfSrjDJXYDgDoBfU2BLXyAxWjsdzL1W9bgZkMzZuMEMAVEwTIgA+KDN+dkls6dxz5fM+/l14EEUAKDhn8vQcOweNPVqineOvYNtN7dh3919yFXloqVXM7x1PVK7fbuZ2uAPqDojwzolZXv3/Rz40x5o/bZxI7O6QxZxQK1uwMUtwMWtwP3T2iQ9AKg/GBiwDkjJAiTXK+kCUoSQaqO82zHb2gOjdwB/LgIyawFZIroZkIXRNAlChKALVB28tCO5ylxtgt2xcODecW0Gsa0DEHcSOPA+OtbsiA5+HaDSqJCWn4a6bnWxxqcXbDIStJn07WY83zcfC1fh3tQ1UDtPWDfdwVCFb8dc+1nyScwf2kDYpxHw1hlgxFbtiExV+9JACKmSDLods5MPMPQbcDWb6bYye73IcxQMEyIEXd8osQWca2ofJJwHTm/Q/n/wRuCVzQA47ejm4xuY22IuXKWuqO1SG193/xpOCee1ZesP1L9xhVUHeYU+dII7Pl/6y8FLO/LiVZ8v+fxOfRauIiHEuvB3Yzbidsy6q4fEIigYJkQIhUcK3EK0/z+3CQDTjmC+NBgI66UNdAHg9JcIcg7CoWGH8MvAX+Audwdi/9a+FtxJb9ecNQfDhdtV5gzUHwRInbUrVejmZ+tYczsRQiyn8BWr8lC/JAgKhgkRRKGgzTVY+//4f7T/hvV5XqztdO2/V3cDmY9gJ7GDiBMBGQ+B1P+0UywC2+rvWlSFEuhMjJ+LrUsiHPY/YM7t5+sHF0YfOoQQSzBmiUb+NvHUL1kSBcOECEFTKKHCLVj/tTq9n/+/ZnMgoC2gUQLnvn7+fNxJ7b8+jbXzX/VYcZDHX47U/csBElnJZflgmC5HEkLMqLwEusJo+pYgKBgmRADPv/UXmiYBaNcd9mmsX7jtu9p/o/4HZDzQ/l83RSJEf4qEbpf672FFKnA50irbiRBiMQYl0EFXxIoHMwREwTAhQii8BJhroZHhsF7FO8yw3tq1dguygT/e03aS905oXwvuWHzffAKGNXamxl+OpBEYQohZVSSBjq5YWRQFw4QIofAIpmvQ8+cLzxfWEYmAAesBsS1w+xAQ0Q/IfKB97N+6WPHno6JWGOXRCAwhpLKhBLpKj4JhQgRRKGiTOgCNRgOB7YGQziUXr1EX6DBH+//4U9p/G43SX1JNx5o7U1Z00nAZrLmdCCGWY0wCHWj6lhDoDnSECEFTJKFiyNell9VpPwvIT9eulNBoNODdoORyVel2zCbGryYhosuRhJBKwpgEOhFN3xICBcOECMCYhAqejS3Qe1n55aw5MYxvVkqgI4RUDpRAV/nRNAlChGBMQoWxdLukBLqyUQIdIcQS+GDYgJCLrlgJgoJhQoRgTEKFkSiBDjQCQwipPIyaMkz9khAoGCZECBWZJmEoa+5MK3CnJ6tsJ0KIRTDGKIGuCqBgmBAhGJNQYSxKoKP1PAkhlUPhftioBDrr67+FRMEwIQKoUAKdoaw5MYwS6AghlYmRwTBHuQyCoGCYECGYNRgu8h7WxKhpEtY7gk4IsZDC/YvIiAQ6ioYtioJhQoRgzAimkaw7McyYBDr9TQghxOQK9cMG9fa6jklD07csiYJhQoRACXTmUcEEOpoqQQgxC2PnDNP0LUFQMEyIEMyZQCey3sv/zxPojLkcCatsK0KI+bEKBsPUJ1kWBcOECMCsCXTWvDQPfzMTA8pSMEwIMTdKoKsSKBgmRAjG3JHIWJRAZ9hc7MLJLNbYVoQQ86toAh31SRZFwTAhQjDrlGFdAoY1dqZGJNDpbWaNbUUIMTtj+xZa/1wQVSYYXrp0Kdq2bQs7Ozu4uLiUWOb+/fsYMGAA7O3t4eHhgenTp6OgoECvzNWrV9GpUyfI5XL4+fnhk08+sc7LyURYlkigs8brbBVJoCu8HSGEmFKhPsmY9c+pT7IsG6ErYKiCggIMHz4cbdq0wf/+979ir6vVavTr1w+enp74559/kJqaivHjx4Mxhi+//BIAkJmZiR49eqBLly6IiorC7du3MWHCBNjb2+O9996z9CERa0YJdGZR0QQ6xphhyx4RQogRnueHGLjBs76LBuksq8oEw4sXLwYARERElPj6kSNHcOPGDSQkJMDX1xcAsHr1akyYMAFLly6Fk5MTtm/fjvz8fEREREAqlaJBgwa4ffs2vvjiC8yePdssa76+KE1+PtSZmUJXg5gYU6m1/zFjAp0mLx/KJ0/MsP/Ki+muBBmZQKdKTgFnKzFPpQghVovl5mr/Y2hfrxsYzldUu/5bJJdD7OgodDVKVGWC4fKcOXMGDRo04ANhAOjVqxcUCgUuXryILl264MyZM+jUqROkUqlemfnz5yMuLg7BwcEl7luhUEChUPCPMy0YnCoTEpB56LDF3o9YmFkS6LS9qfLhQ6Tv3GX6/VcBRl2OBJCxZ48Za0MIsXacIclzeN53KR89qnb9t7xxIzh06CB0NUpUbYLhpKQkeHl56T3n6uoKW1tbJCUl8WWCgoL0yui2SUpKKjUYXrZsGT8ybXE2NhA5OAjz3sSsxK4usPFwN/l+bQP8YePpCU1ensn3XRWI7O0g8fMrtxwnEkHWsAEKYuPMXylCiFWThoYaVE7iX337b05iK3QVSiVoMBweHl5ukBkVFYXmzZsbtL+SRoMYY3rPFy3DDFiKaf78+Zg9ezb/ODMzE/7+/gbV6UVJg4MhLSVIJ6QkYicnuI4aKXQ1qgTHzp2BzkLXghBCtMSOjtR/C0DQYHjatGkYNWpUmWWKjuSWxtvbG+fOndN77unTp1Aqlfzor7e3Nz9KrPPk2ZycoqPKhUmlUr2pFYQQQgghpHoQNBj28PCAh4eHSfbVpk0bLF26FImJifDx8QGgTaqTSqVo1qwZX+bDDz9EQUEBbG1t+TK+vr4GB92EEEIIIaT6qDLrDN+/fx/R0dG4f/8+1Go1oqOjER0djezsbABAz549Ub9+fYwdOxaXL1/GsWPHMGfOHEyePBlOTk4AgDFjxkAqlWLChAm4du0a9uzZg88++6zSriRBCCGEEELMi2NVZDG7CRMmYOvWrcWeP378ODp37gxAGzC//fbb+OuvvyCXyzFmzBisWrVKb4rD1atX8c477+D8+fNwdXXFm2++iY8//tioYDgzMxPOzs7IyMjgA21CCCGEEFJ5GBqvVZlguDKhYJgQQgghpHIzNF6rMtMkCCGEEEIIMTUKhgkhhBBCiNWqNjfdsCTdzBJL3omOEEIIIYQYThenlTcjmILhCsjKygIAi914gxBCCCGEVExWVhacnZ1LfZ0S6CpAo9Hg0aNHcHR0tMiSbLo73iUkJFDCngVRuwuD2l0Y1O7CoHYXBrW75QnR5owxZGVlwdfXFyJR6TODaWS4AkQiEWrWrGnx93VycqI/WgFQuwuD2l0Y1O7CoHYXBrW75Vm6zcsaEdahBDpCCCGEEGK1KBgmhBBCCCFWi4LhKkAqlWLRokV6d9Ij5kftLgxqd2FQuwuD2l0Y1O6WV5nbnBLoCCGEEEKI1aKRYUIIIYQQYrUoGCaEEEIIIVaLgmFCCCGEEGK1KBgmhBBCCCFWi4JhQgghhBBitSgYJlaJFlEh1oTOd2JN6HwnxqJgWEBKpRIPHz7kH9MfsGWo1WpkZWUJXQ2rQ+e7MOh8Fwad78Kg810YVf18p2BYIKtXr0ZoaCj69euH/v3748yZM+A4TuhqVXtr1qxBu3btMHjwYMycORN3794FAGg0GoFrVr3R+S4MOt+FQee7MOh8F0Z1ON8pGBbAF198gQ0bNmD16tWYMWMGbGxsMHDgQERGRgpdtWrrzp076NatGzZu3Ii33noLrVq1wrlz5/DWW28BAEQi+lMwFzrfLY/Od+HQ+W55dL4Lp9qc74xYjFqtZkqlkvXp04e99dZbeq+1b9+e9e7dm12+fFmYylVjarWarV69mvXt25c9fPiQf3737t2sUaNG7ObNmwLWrvqi810YdL4Lg853YdD5Lozqdr7T1yULEolE0Gg0uHr1Kpo2bQoAyM/PBwCsXbsWt2/fxqFDh6BQKISsZrXDGENoaCjeeecd+Pr68pfMHBwckJSUBHd3d4FrWD3R+S4MOt+FQee7MOh8F0Z1O98pGDaj77//HrNmzcL333+PJ0+eAABsbW3RunVr/PDDDwAAmUwGjUaDZs2aoWfPnvjll1+QkpIiZLWrvEOHDvGT9xljEIvF6NevH/r27QsA/FymzMxM+Pr6Qi6XC1bX6oTOd2HQ+S4MOt+FQee7MKr9+S7YmHQ1lpSUxLp168b8/PzYkCFDWEBAAKtTpw47e/YsY4yxH374gfn5+bEDBw4wxhjLy8tjjDGWkJDAOI7jyxHj3Lhxg3Xq1IlxHMeWLFnCGNNeyilKo9EwxhibMWMGGzt2bKnliGHofBcGne/CoPNdGHS+C8NazncaGTaDkydPIjExEZcuXcKvv/6K27dvw8nJCUuWLMG1a9fQo0cPtGjRAp999hkA7bcpxhikUin8/f1x48YNgY+g6omLi8OKFSvg6emJ6dOnY+XKlXjy5AlEIlGxJV50IweHDx9G586dAWgv+cTFxQGoekvCCI3Od8uj8104dL5bHp3vwrGW852CYRNjjOHkyZPw9PSEo6MjNBoNpFIp1q5diydPnuC7776Dp6cnJk+ejLi4OMyZMwdKpRIcx+Hq1auQSqX8HzAxXI0aNdC4cWO8//77mDdvHoKDgzFr1qxSy//7779IT09H7969kZaWhkmTJiEkJAS3b9+uckvCCInOd2HQ+S4MOt+FQee7MKzqfBdiOLq60l2e+eCDD1i9evUYY4ypVCr+9Q8//JC1bt2anTx5kjHG2I4dO5idnR1r2rQpmzBhAnNycmJTpkxheXl5/L5I+XRtlZ+fzz+3a9cuvUs0RS+T7dixg7Vs2ZItW7aMOTk5sY4dO7IbN25YrtLVAJ3vwqDzXRh0vguDzndhWNv5TsFwBZT2i9U9f/HiRSaRSNjRo0cZY8//iGNjY1lwcDD7v//7P36bY8eOsVWrVrGJEyey/fv3m7nmVZshf1C6MpmZmax///6sZcuWJZYbP3484ziOhYaGsl9++cWk9bQWdL4Lj853y6HzXXh0vptX4c9YazvfKRg2Un5+PktOTuYflxSgpaSksKFDh7KGDRvyz+m+UfXr14+NHDnS/BWtZgxp96JOnz7NpFIp+/777xlj2t9BZmYmY4yxzZs3s2+++cY8la1GMjMz2bFjxxhjpSeh0Plueoa0e1F0vr+49PR0tnz5cnb9+vVSy9D5bnqGtHtRdL6/uMzMTLZkyRL222+/lVrGWs53mjNshKVLl6JFixYYNGgQxowZg3v37oHjOKjVar1y7u7ueOedd/DgwQMsXboUACAWi1FQUID8/HwEBAQIUf0qy9B2L6p58+Z46623sGDBAty8eRPjxo3DihUrUFBQgIkTJ2Ly5MkWOoKq6cmTJ/D09ET37t3x8OHDEpNVADrfTc3Qdi+KzvcXs3jxYri6uuLvv/+Gn59fqeXofDctQ9u9KDrfX8zatWvh4+ODs2fPIj8/HwUFBSWWs5rzXehovCo4ffo0a9q0KatXrx7btWsX+/zzz1nbtm3Z8OHDS91GoVCwr776inEcx9577z12/Phx9uWXXzJfX19+xIeUrSLtXtSFCxcYx3GM4zhWt25dmjdmII1Gw2JiYliXLl1YaGgoGzZsGP98Seh8Nw1j270oOt+Nd+DAAebv789q1arFLw9VHjrfX1xF2r0oOt8r5sSJE6xFixbsp59+0nvemvt3CoYNsGTJEjZlyhSWkZHBP/f222+ziRMn8o9LO4k+//xz1r59e1avXj0WEBDAdu/ebfb6Vhcv0u4ajYYdO3aMeXt7s4CAgCo3f6kyOHz4MGvXrh07fvw4E4lE7Pjx4+VuQ+f7i6tIu9P5XnHDhg1jHMfx07Di4+PZiRMnWGxsLMvOzmaM6ScOFUbne8W9SLvT+V4xus/L6dOnsyFDhjDGGLtz5w5bvnw5+/XXX8u9dXV1Pt85xmjRvZIwxvglWB4/foysrCzUrl0bAKBWq9G7d2907twZr7zyCurUqVNse41GA5FIxO/r1q1bqFevnuUOoIp60XbXUalUWLVqFRQKBRYtWmSRuldlhdtdZ8eOHTh58iQ2bNiAgQMH4sGDB7h8+TI/PUUsFvNl6XyvmBdtdx06343DGINGo4FYLEZycjKCg4OxcOFCPHjwAPv27YO7uzsSExPRpUsX/PTTT8W2p/O9Yl603XXofDdO4X5GqVSiZ8+eGD9+PBwdHTF58mQ0bdoUcXFxePr0KX7++Wd06tSJP78BKznfBQnBK7E///yzzNd/+ukn5uzszOrWrcuaN2/OgoOD2YwZM0otXxWWFKkMTNnuujanuw6Vr6R217Xfhg0b+CkpcXFxzN7eng0ZMoR16dKFnT9/vsT90fluGFO2O53vhiva7rqRx4ULFzKO49igQYPY0aNHWXR0NNuyZQvz8fFh77zzDmOs7LudkbKZst3pfDdc0XbXtdno0aNZs2bN2JQpU9ivv/7KFAoFUygUrF+/fqxjx44sJiamxP1V5/OdguFnLl68yFq0aME4juPn0SiVymLlNm3axHbv3s0UCgVLS0tj+/fvZxzHsWvXrjHGqvfJYg7U7sIwpN0nTJjAvvvuO8YYY7/99htzc3NjHMexjRs3Wry+1QW1uzBKa/fC/cbMmTPZv//+q7fdli1bmI2NDUtJSbFofasLandhlNfPbN26lXl4eDAvLy927949/vn4+HgmlUrZoUOHGGPW9blK0yQAXLlyBQsWLICdnR04jkN0dDRiYmIAPL+8oLtMwIpc1oyNjUWLFi2wcuVKvP7660IdQpVE7S6M8tpddxlz3rx5yMrKwoMHD3DkyBGMGzcOBw8exOjRo7FixQq9S2ekfNTuwiiv3RljEIlEyMnJgb29vd62Bw4cwIQJE/DLL7+gQ4cOQlS/yqJ2F0ZZ7a5WqyEWi3Hjxg3MmTMHly5dQkxMDJydnfnXQkJC8M477+C9994T+Egsi3pUADVr1kTTpk2xaNEiTJ8+HUqlEuHh4QC0c2UA8B8+Ref3nTx5ErVr10a/fv0sWufqgNpdGOW1u25OakxMDL7++mtIJBJcvnwZmzZtwsKFC/H555/jv//+o4DMSNTuwiiv3XXtaWdnV2zbixcvok6dOmjevLklq1wtULsLo6x214191q9fH6+//jry8/OxaNEiZGVlQSwW49SpU3B2dsaAAQMEPAKBCDIeXYnoLgPk5eUxxhjLzc1lS5YsYa6uriwxMZExVjyjNTk5mT18+JAtXryY+fr6suXLlzOVSmVVlxReFLW7MAxpd90dhq5evcpOnDih93tISUlhixYtYmlpaRauedVG7S6MivYzjx49YosXL2Z+fn78zRuonzEctbswDGn3goICxph2ubRt27YxBwcH1qRJEzZ27Fjm5ubG3nnnHZafn2917U7TJArRfVu9ceMGJk6ciJCQEPz00096l+hjYmLw888/4/vvv4eNjQ3Wr1+Pbt26CVzzqo3aXRiltTtdhjcvandhGNLP3Lp1Cz/++CO+//572NnZYcOGDejatavANa/aqN2FYUi7A8Bff/2Fq1ev4ubNmxgxYoT1truAgbjFpKSksOjoaMZY8W+ZuknlGo2Gf02pVLLNmzczR0dHdvLkScaY9luU7t9jx46xffv2War6VRa1uzBM0e4FBQX8CAIxDLW7MEzZz+Tn57MDBw6wX375xVLVr7Ko3YVhqn5GN3pMtKp9MDx37lxmY2PDPv30U73nS1vMW7f0SEJCAhs8eDBr164du3//Phs2bBh/D3RSPmp3YZiy3bdt20bLFxmI2l0Y1M8Ig9pdGKbuZ6xtKkRZqm0wvHv3bubu7s7q16/Pjhw5Umq5nTt3MplMxrZt21bstR07djCO45hIJGIvvfQSi4uLM2eVqwVqd2FQuwuD2l0Y1O7CoHYXBrW7+VXLYHjHjh1MIpGwV199lX8uNTVVr8zTp0/ZyJEjmaenJ1u1ahWfvMKY9rLCvn37mLu7OwsNDWWHDx+2WN2rMmp3YVC7C4PaXRjU7sKgdhcGtbtl2Ag9Z9kcmjRpgr59+8Le3h6PHj3C6tWrce7cOdjY2KBevXr4/PPP4ejoiKFDh2Lt2rXw9vbW276goAD79u3DrFmzsGDBAoGOouqhdhcGtbswqN2FQe0uDGp3YVC7W4jQ0bgpnDx5ksXHx+s99/XXX7M6deowR0dH1q9fP/bNN9+wBQsWMDc3N/bqq6+WeolAN4emtDk45Dlqd2FQuwuD2l0Y1O7CoHYXBrW7MKp0MHzs2DEWHBzMAgMDmY+PDxs7diyLiopijGkvI0ybNo2tWrWKZWdn89v88ccfrGbNmuyHH34QqtpVHrW7MKjdhUHtLgxqd2FQuwuD2l1YVTYYTkhIYG3atGELFixg8fHx7Pfff2eNGzdm3bp1YzExMYwxxm7cuMGSk5OLbRsaGso++OADxhgt6G0sandhULsLg9pdGNTuwqB2Fwa1u/CqbDB85MgRJpPJ2O3bt/nnDh8+zLp06cJGjBhRrLzuJLl79y4LDAxk69ats1hdqxNqd2FQuwuD2l0Y1O7CoHYXBrW78Krs7Y7S0tJQt25daDQa/rnu3bvjlVdewfnz53HkyBG98hzHISsrC//3f/8HPz8/DBkyxNJVrhao3YVB7S4MandhULsL4//bu3uQttowjOPXMTZDKqiIpFgMATEBm6JOXVqo7eLUQQMiAdG14qToHkHoZC0FRy2CiqBdinQoaMe0KIr4geAnHTSIFForKibvFt7Qd3pNe5uc/2/Lw+HhPtd0cXhyDrnbIHd7eVuGHzx4oM3NTW1tbWXWioqK9Pz5czU0NGhqaiqzPjk5qZcvX+rhw4f69OmT3r59q+rqaoux8x652yB3G+Rug9xtkLsNcreXt2U4Eono2bNnGh4e1s+fPzPr4XBYgUBAR0dHOj8/lySFQiEdHBwoHo9rdXVVjY2NVmPnPXK3Qe42yN0GudsgdxvkfgtYn9O4iZWVlXRxcXF6dHQ06yXTg4OD6UAgkPlON3KL3G2Quw1yt0HuNsjdBrnbyuuPbtTX12tgYEDxeFwej0ft7e1KpVL68uWLYrGYiovz+vZuLXK3Qe42yN0GudsgdxvkbstJp9Np6yFuqru7W7OzswoEAkomk/L5fJqZmVEkErEeraCRuw1yt0HuNsjdBrnbIHcbBVGGLy4utLGxoZWVFXm9XsViMeuRXIHcbZC7DXK3Qe42yN0GudsoiDIMAAAA/B95+zYJAAAA4KYowwAAAHAtyjAAAABcizIMAAAA16IMAwAAwLUowwAAAHAtyjAAAABcizIMAAAA16IMA0ABW1xclOM4+v79u/UoAHAr8QU6ACggT58+VUNDg16/fi1Jury81Onpqfx+vxzHsR0OAG6hYusBAAB/jtfr1b1796zHAIBbi2MSAFAgOjs79fnzZ42MjMhxHDmOo/Hx8axjEuPj4yorK9OHDx8UDofl8/kUjUZ1dnamd+/eKRgMqry8XD09Pbq+vs7sfXl5qf7+ft2/f193797Vo0ePtLi4aHOjAJBDPBkGgAIxMjKi7e1tRSIRxeNxSdL6+vpv1/369Utv3rzR9PS0fvz4oZaWFrW0tKisrEzz8/Pa3d1Va2urHj9+rLa2NklSV1eX9vf3NT09raqqKr1//17Nzc1aW1tTbW3tX71PAMglyjAAFIjS0lJ5vV75fL7M0Yitra3frru6utLo6KhqamokSdFoVBMTEzo+PlZJSYnq6urU1NSkhYUFtbW1aWdnR1NTU/r27ZuqqqokSX19ffr48aPGxsY0NDT0924SAHKMMgwALuPz+TJFWJL8fr+CwaBKSkqy1pLJpCRpeXlZ6XRaoVAoa5+LiwtVVFT8naEB4A+hDAOAy9y5cyfrt+M4/7mWSqUkSalUSh6PR0tLS/J4PFnX/btAA0A+ogwDQAHxer1Zf3zLhcbGRl1fXyuZTOrJkyc53RsArPE2CQAoIMFgUIlEQvv7+zo5Ock83b2JUCikWCymjo4Ozc3NaW9vT1+/ftWrV680Pz+fg6kBwA5lGAAKSF9fnzwej+rq6lRZWanDw8Oc7Ds2NqaOjg719vYqHA7rxYsXSiQSqq6uzsn+AGCFL9ABAADAtXgyDAAAANeiDAMAAMC1KMMAAABwLcowAAAAXIsyDAAAANeiDAMAAMC1KMMAAABwLcowAAAAXIsyDAAAANeiDAMAAMC1KMMAAABwrX8AZ+FS3Xrp1noAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t_start, t_end = \"2018-05-13\", \"2018-05-15\"\n", "for cmlid in [\"5\", \"66\", \"78\", \"100\"]:\n", " (cmls.sel(cml_id=cmlid).tsl - cmls.sel(cml_id=cmlid).rsl).isel(channel_id=0).sel(\n", " time=slice(t_start, t_end)\n", " ).plot(figsize=(8, 3), label=\"TL: total loss\")\n", " pmin.sel(cml_id=cmlid, time=slice(t_start, t_end)).isel(channel_id=0).plot(\n", " label=\"pmin: 15-minute minimum of rsl - tsl\"\n", " )\n", " pmax.sel(cml_id=cmlid, time=slice(t_start, t_end)).isel(channel_id=0).plot(\n", " label=\"pmax: 15-minute maximum of rsl - tsl\"\n", " )\n", " (\n", " (wet.isel(channel_id=0).sel(cml_id=cmlid, time=slice(t_start, t_end)) * 200)\n", " - 100\n", " ).plot(label=\"classified wet\", alpha=0.5)\n", "\n", " plt.legend()" ] }, { "cell_type": "markdown", "id": "553274e6-78a7-49b8-83f3-9f0d177475f0", "metadata": {}, "source": [ "## Baseline estimation (pref)\n", "\n", "The baseline is set to the rolling median of the average of pmin and pmax during the last n_average_dry time steps. Default is 24 hours (`n_average_dry=96` because 15 minute temporal resolution) and a baseline will be calculated when at least one time step is available (`min_periods=1`) \n", "If pmax is not available e.g. because the min-max data is derived from instanteanous sampled CML data and has the same temporal resolution as the instanteanous CML data, substitute pmax with pmin so pmin and pmax are identical." ] }, { "cell_type": "code", "execution_count": 10, "id": "56a2a986-7b87-4112-ba3c-bda8a6132593", "metadata": {}, "outputs": [], "source": [ "pref = nearby_rain.nearby_determine_reference_level(pmin, pmax, wet, n_average_dry=96, min_periods=1)" ] }, { "cell_type": "markdown", "id": "1de52f77-15b1-4835-b5a3-6429f81d5696", "metadata": {}, "source": [ "## Correction if min-max data \n", "\n", "Correcting pmin and pmax so that no rainfall estimation is carried out during dry time steps. All time steps of pmin which are not classified wet and pmin is smaller than pref are set to pref. Similarly, all time steps of pmax where either the corrected pmin (p_c_min) is not smaller than pref or pmax is not smaller than pref are set to pref. This ensures that only wet time steps are used for rainfall estimation an and that pmax is not above pref which would lead to an overestimation of rainfall." ] }, { "cell_type": "code", "execution_count": 11, "id": "ac23c4bf-8e09-410b-b037-4f028b4cfa5a", "metadata": {}, "outputs": [], "source": [ "p_c_min, p_c_max = nearby_rain.nearby_correct_received_signals(pmin, pmax, wet, pref)" ] }, { "cell_type": "markdown", "id": "31be9244-95c1-4f01-8884-e0f896e3c35d", "metadata": {}, "source": [ "## Plot pref (baseline) and corrected pmin and pmax" ] }, { "cell_type": "code", "execution_count": 12, "id": "edab9e05-6065-4fb9-a05e-3a4454b855bd", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t_start, t_end = \"2018-05-13\", \"2018-05-15\"\n", "for cmlid in [\"5\", \"66\", \"78\", \"100\"]:\n", " pref.sel(cml_id=cmlid, time=slice(t_start, t_end)).isel(channel_id=0).plot(\n", " label=\"pref: baseline level\",figsize=(8, 3),color='black'\n", " )\n", " p_c_min.sel(cml_id=cmlid, time=slice(t_start, t_end)).isel(channel_id=0).plot(\n", " label=\"p_c_min: corrected pmin\"\n", " )\n", " p_c_max.sel(cml_id=cmlid, time=slice(t_start, t_end)).isel(channel_id=0).plot(\n", " label=\"p_c_max: corrected pmax\"\n", " ) \n", " plt.legend()" ] }, { "cell_type": "markdown", "id": "daf73cf6-bfcc-430d-9a18-19778036be6b", "metadata": {}, "source": [ "## Calculate rain rates from attenuation data \n", "Also, correcting for wet antenna attenuation and setting the alpha value which defines how close to the minimum attenuation of each intervall the rain rate should be set." ] }, { "cell_type": "code", "execution_count": 13, "id": "c8f5a0ad-666b-4ecb-a874-ab185c3b7223", "metadata": {}, "outputs": [], "source": [ "R = nearby_rain.nearby_rainfall_retrival(\n", " pref,\n", " p_c_min,\n", " p_c_max,\n", " F,\n", " length=pmin.length,\n", " f_GHz=pmin.frequency / 1e9,\n", " pol=pmin.polarization,\n", " waa_max=2.3,\n", " alpha=0.33,\n", " F_value_threshold =-32.5,\n", ")" ] }, { "cell_type": "markdown", "id": "2d205827-b3bb-4543-a2d0-95d9cd7b8b09", "metadata": {}, "source": [ "## Compare derived rain rates with reference data\n", "As reference, 5-minute path-averaged rainfall sums along the CMLs paths from RADKLIM-YW are provided. This data is resampled to 15 minute rainfall intensities to match the CML derived rainfall intensities. Here CML timeseries are compared individually against reference timeseries. (for simplicity only channel 1 is evaluated here)" ] }, { "cell_type": "code", "execution_count": 14, "id": "faa86957-0878-4bae-88a8-68e54d23ea29", "metadata": {}, "outputs": [], "source": [ "path_ref = xr.open_dataset(data_path + \"/example_path_averaged_reference_data.nc\")" ] }, { "cell_type": "code", "execution_count": 15, "id": "d0a50379-5bcf-4807-855e-32f51bcf9e70", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for i in [\"5\", \"66\", \"78\", \"100\"]:\n", " # Plot reference rainfall amount (converted to 15-minute rainfall rate)\n", " (path_ref.sel(cml_id=i).rainfall_amount.resample(time=\"15min\").sum() * 4).plot(\n", " label=\"RADKLIM_YW\", color=\"C3\", figsize=(12, 3)\n", " )\n", " # Plot 15-minute mean rainfall rates from CMLs\n", " (R.sel(cml_id=i, channel_id=\"channel_1\")).plot(\n", " x=\"time\", label=\"CML_nearby\", color=\"C0\"\n", " )\n", "\n", " plt.xlim(np.datetime64(\"2018-05-13\"), np.datetime64(\"2018-05-15\"))\n", " plt.ylabel(\"5-min rainfall rate (mm/h)\")\n", " plt.legend();" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 5 }