{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Example 27 - Planar Dipping Layers" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This example will show how to convert the geological map below using ``GemGIS`` to a `GemPy` model. This example is based on digitized data. The area is 1187 m wide (W-E extent) and 1400 m high (N-S extent). The vertical model extents varies between 0 m and 600 m. The model represents two planar stratigraphic units (blue and red) dipping towards the western and southwestern directions above an unspecified basement (yellow). The map has been georeferenced with QGIS. The stratigraphic boundaries were digitized in QGIS. Strikes lines were digitized in QGIS as well and were used to calculate orientations for the `GemPy` model. These will be loaded into the model directly. The contour lines were also digitized and will be interpolated with `GemGIS` to create a topography for the model. \n", "\n", "Map Source: Unknown " ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:45.070329Z", "start_time": "2022-04-12T06:07:44.442919Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/cover_example27.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Licensing\n", "\n", "Computational Geosciences and Reservoir Engineering, RWTH Aachen University, Authors: Alexander Juestel. For more information contact: alexander.juestel(at)rwth-aachen.de\n", "\n", "\n", "This work is licensed under a Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Import GemGIS\n", "\n", "If you have installed ``GemGIS`` via pip or conda, you can import ``GemGIS`` like any other package. If you have downloaded the repository, append the path to the directory where the ``GemGIS`` repository is stored and then import ``GemGIS``. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:45.856641Z", "start_time": "2022-04-12T06:07:45.072319Z" } }, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings(\"ignore\")\n", "import gemgis as gg" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Importing Libraries and loading Data\n", "\n", "All remaining packages can be loaded in order to prepare the data and to construct the model. The example data is downloaded from an external server using `pooch`. It will be stored in a data folder in the same directory where this notebook is stored. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:45.872431Z", "start_time": "2022-04-12T06:07:45.858646Z" }, "scrolled": true }, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:45.983616Z", "start_time": "2022-04-12T06:07:45.873423Z" } }, "outputs": [], "source": [ "file_path = 'data/example27/'\n", "gg.download_gemgis_data.download_tutorial_data(filename=\"example27_planar_dipping_layers.zip\", dirpath=file_path)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Creating Digital Elevation Model from Contour Lines\n", "\n", "The digital elevation model (DEM) will be created by interpolating contour lines digitized from the georeferenced map using the `SciPy` Radial Basis Function interpolation wrapped in `GemGIS`. The respective function used for that is `gg.vector.interpolate_raster()`. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:46.172059Z", "start_time": "2022-04-12T06:07:45.985611Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/dem_example27.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:46.297392Z", "start_time": "2022-04-12T06:07:46.174052Z" } }, "outputs": [ { "data": { "text/html": [ "
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idZgeometry
0None300LINESTRING (2.817 1234.197, 25.768 1257.148, 5...
1None350LINESTRING (4.116 1001.226, 21.004 1029.373, 5...
2None350LINESTRING (4.116 730.148, 47.852 706.764, 92....
3None300LINESTRING (2.817 617.992, 45.687 591.144, 85....
4None500LINESTRING (292.732 981.956, 305.723 995.271, ...
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" ], "text/plain": [ " id Z geometry\n", "0 None 300 LINESTRING (2.817 1234.197, 25.768 1257.148, 5...\n", "1 None 350 LINESTRING (4.116 1001.226, 21.004 1029.373, 5...\n", "2 None 350 LINESTRING (4.116 730.148, 47.852 706.764, 92....\n", "3 None 300 LINESTRING (2.817 617.992, 45.687 591.144, 85....\n", "4 None 500 LINESTRING (292.732 981.956, 305.723 995.271, ..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "topo = gpd.read_file(file_path + 'topo27.shp')\n", "topo.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Interpolating the contour lines" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:46.724212Z", "start_time": "2022-04-12T06:07:46.300398Z" } }, "outputs": [], "source": [ "topo_raster = gg.vector.interpolate_raster(gdf=topo, value='Z', method='rbf', res=10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the raster" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:46.993033Z", "start_time": "2022-04-12T06:07:46.726213Z" }, "scrolled": false }, "outputs": [ { "data": { "text/plain": [ "(0.0, 1400.0)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fix, ax = plt.subplots(1, figsize=(10, 10))\n", "topo.plot(ax=ax, aspect='equal', column='Z', cmap='gist_earth')\n", "im = plt.imshow(topo_raster, origin='lower', extent=[0, 1187, 0, 1400], cmap='gist_earth')\n", "cbar = plt.colorbar(im)\n", "cbar.set_label('Altitude [m]')\n", "plt.xlabel('X [m]')\n", "plt.ylabel('Y [m]')\n", "plt.xlim(0, 1187)\n", "plt.ylim(0, 1400)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Saving the raster to disc\n", "\n", "After the interpolation of the contour lines, the raster is saved to disc using `gg.raster.save_as_tiff()`. The function will not be executed as a raster is already provided with the example data. " ] }, { "cell_type": "raw", "metadata": { "ExecuteTime": { "end_time": "2022-04-12T05:55:14.810278Z", "start_time": "2022-04-12T05:55:14.790276Z" } }, "source": [ "gg.raster.save_as_tiff(raster=topo_raster, path=file_path + 'raster27.tif', extent=[0, 1187, 0, 1400], crs='EPSG:4326', overwrite_file=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Opening Raster\n", "\n", "The previously computed and saved raster can now be opened using rasterio. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:47.040701Z", "start_time": "2022-04-12T06:07:46.995035Z" } }, "outputs": [], "source": [ "topo_raster = rasterio.open(file_path + 'raster27.tif')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Interface Points of stratigraphic boundaries\n", "\n", "The interface points will be extracted from LineStrings digitized from the georeferenced map using QGIS. It is important to provide a formation name for each layer boundary. The vertical position of the interface point will be extracted from the digital elevation model using the `GemGIS` function `gg.vector.extract_xyz()`. The resulting GeoDataFrame now contains single points including the information about the respective formation. " ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:47.216752Z", "start_time": "2022-04-12T06:07:47.043705Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/interfaces_example27.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:47.263140Z", "start_time": "2022-04-12T06:07:47.218745Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationgeometry
0NoneSLINESTRING (4.008 1189.324, 55.403 1194.683, 9...
1NoneRLINESTRING (2.059 1215.631, 74.890 1221.964, 1...
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" ], "text/plain": [ " id formation geometry\n", "0 None S LINESTRING (4.008 1189.324, 55.403 1194.683, 9...\n", "1 None R LINESTRING (2.059 1215.631, 74.890 1221.964, 1..." ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces = gpd.read_file(file_path + 'interfaces27.shp')\n", "interfaces.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Extracting Z coordinate from Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:47.341670Z", "start_time": "2022-04-12T06:07:47.264141Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationgeometryXYZ
0SPOINT (4.008 1189.324)4.011189.32312.04
1SPOINT (55.403 1194.683)55.401194.68324.30
2SPOINT (98.273 1194.926)98.271194.93339.27
3SPOINT (154.784 1192.491)154.781192.49359.42
4SPOINT (209.833 1185.427)209.831185.43377.76
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149RPOINT (762.031 119.275)762.03119.27324.07
150RPOINT (774.453 67.148)774.4567.15343.90
151RPOINT (777.620 26.470)777.6226.47358.34
152RPOINT (778.107 1.382)778.111.38361.61
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153 rows × 5 columns

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" ], "text/plain": [ " formation geometry X Y Z\n", "0 S POINT (4.008 1189.324) 4.01 1189.32 312.04\n", "1 S POINT (55.403 1194.683) 55.40 1194.68 324.30\n", "2 S POINT (98.273 1194.926) 98.27 1194.93 339.27\n", "3 S POINT (154.784 1192.491) 154.78 1192.49 359.42\n", "4 S POINT (209.833 1185.427) 209.83 1185.43 377.76\n", ".. ... ... ... ... ...\n", "148 R POINT (738.890 160.683) 738.89 160.68 302.06\n", "149 R POINT (762.031 119.275) 762.03 119.27 324.07\n", "150 R POINT (774.453 67.148) 774.45 67.15 343.90\n", "151 R POINT (777.620 26.470) 777.62 26.47 358.34\n", "152 R POINT (778.107 1.382) 778.11 1.38 361.61\n", "\n", "[153 rows x 5 columns]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces_coords = gg.vector.extract_xyz(gdf=interfaces, dem=topo_raster)\n", "interfaces_coords" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the Interface Points" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:47.577726Z", "start_time": "2022-04-12T06:07:47.343681Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 1400.0)" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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et0ZPMGTy+MLtAx9YNzKSIIQQe6Gh3cfTi8tYu6OVKfnJXDKnkLT48GIzrTVrd7TywtIKXllRSZM7QFaig2uOLuaCWQVdScD5swv49/ytvL6qCqfN4NLDRnJZDK1oFwOrqsWLEWH9QcDUlNZ3RCGir0iSsAutwRCv1zZT4w+QbbdxZlYKSdb9Wyh0xx138NRTT2GxWDAMg/vvv5/DDjvsAEUshDiYtta1c969n+MLmviCJh9tqOWBT7bxyFWHsqysqWs6wW4xOGlyNhfMLuDoMRl9SiMnOW38+NQJ/PjUCVG6JyKWTM1PJhDqu07FZbNw+ChZkxCT/r69mrvLanF3+4/7xZZKvluYxfeL9q2Q0oIFC3j99ddZtmwZDoeD+vp6/H7/gQpZCHGQ/fLlNbT5gl0r0r1BE2/Q5Px/fYEGpo9I4XfnTuGsaV9tWxRid0akxXHmtFzeXF3dVTvBAJJdVi6M8uJ5SRIi+Pv2av5UUt3nuDtkdh3fl0ShqqqKjIwMHI5w6eeMjIz9C1QIMWC0DpdG1v1c/t4PjpE1BWKf/eWC6UwrSOHxBdupaPJgMRSv3XwUSVHedi8LF3tpDYa4u6x2l+fcXVZLW3DXnSIjOfnkkykvL2fcuHHccMMNfPzxx/saphBiANW1+Xjos5J+L4+zWyRBEPvFYiiunFvEBz+cx+/OnYLbH6JmDxsOHkySJPTyem1zjymGSNwhk9fqmvf6thMSEli6dCkPPPAAmZmZXHTRRTz66KP7FqgQ4qDyBUO8tbqKax79ksP/GN6dkBZvx9JrgZndavC1WQVRilIMRcdPyEIpeH99TbRDkemG3mr8gT06r9a3Z+f1ZrFYmDdvHvPmzWPq1Kk89thjXHXVVft0W0KIvWeaGqWIWM0u3FSplReWlvPKyh00d+5O+PbRo7hgdj65yS6uemQxaypbMQwwTZg+IpnbTpcFiOLAyUhwMHNECh+sr+X7J46LaiySJPSSbd+z+Z8sx97PE23cuBHDMBg7Ntz7YcWKFYwcKduehBgIa3e08IuX17CivBmn1cKFhxTws9Mn4rRZqG3z8sryHbywtIKNNW3YrQanTM7h/Fn5HNVrd8Lz35nLmsoWtta1MyYrgcl5yVG8V2KoOnFSNn95eyPVLV5ykp1Ri0OShF7OzErhF1sqdznlEGcxOCszZa9vu729nZtvvpnm5masVitjxozhgQce2I9ohRB7orLZw9f/vYCOzqZKnkCIZxaXsbS0iewkJx9vqiNkamYWpnDHeVM4c1oeya7+PwhMyU9mSr4kB+LgyU9xAXD83+YzLjuRH5w0jmPHZQ54HJIk9JJktfDdwqyIuxt2+m5hFon7UC9h9uzZfPHFF/sTnhBiHzzyeQn+Xom/PxQufFTT6uW6Y0Zx/uwCRmcmRClCIb6yZHsjP3lhJRDu6bCivJnr/ruEOy+czpnT8gY0FkkSIti5vbF3nYQ4i7FfdRKEEAOvvt3HxxvrCIT6bl502Qz+9LWpnDhJ/qZF7PjDm+vxBns+X70Bk9+/vp4zpuYOaHdISRL68f2iHK4pyOS1umZqfQGyHDbOykzZpxEEIcTACZmaFeVNzN9Yx8eb6lhd2dKjHW93poZx2UkDG6AQu7G+KnITsLp2Hx3+EAmOgXvrliRhFxKtFr6RG92SmEKI3att8/Lxxjrmb6rjs831tHgCGApmFqZyy4njmJqfzI1PLcPtD3UVQ3JaDY4ZnxnVDntCRJKV5KC0wd3nuNNm4LIN7AfVYZckaK0HdKhmX+j+PvYIMQxUtXh47ItS1u5oYVpBMlceUURWUs/V3cGQybKyZuZvrGX+xjrWVbUCkJno4KRJ2cwbn8nRYzJJjvtq8eHLNx7J7a+uZXFJI3F2C5fMKeSWk6O7vUyISL57/Fh+8fKarhLNEO7jcM2Ro7AYA/v+NaySBKfTSUNDA+np6TGbKGitaWhowOmM3pYXIaJlfVUrF/x7AYFgCH9Is6ikkccXlPLSDXNJcNj4eFM4KfhsSz1t3iAWQzG7MJVbTxnPvPGZTMpN6vdve2x2Ik99+/ABvkdC7L3zZxfQ7PHzf+9tot0XwmYorpw7ku+dOHbAYxlWSUJBQQEVFRXU1dVFO5RdcjqdFBRIBTcx/Pzi5TV0+IJdP/uDJv6gydn//Bx35/bFnCQnp0/JZd74TI4cmxH12vZCHAzXHDWKrx8ygqm/fpfvnjCWm08Y+AQBhlmSYLPZKC4ujnYYQogIvIEgS0ubIl7m8Yf46WkTmDc+k/HZiTE7EijEgbRzgWKkNtIDZVglCUKI2OELaj7fUs+ikkYWlzSwvKy533PjHVa+c+zogQtOiBiglMJls/RYmzDQJEkQQuyzLbVtrChvIS/FyeHF6Ri7WFTV4gmwtLSxMyloZFW5m5BehKFgcl4ylx0+ki217SzYWo+/W00Dh9Xg4kNHDMTdESLmxNktXVNt0SBJghBirwVDJjc/vZyPNtRiGAoFZCQ6ePbaI7rqzDe0+/hyeyMLt4WTgvXVrWgNNotiWkEKpxbZuGDeDA4ZmUpi57oCjz/Ed55YyqKSBmwWg0DI5MjRGdx66vgo3lshoscpIwlCiMHm0S+289HGWrzBr+ZKPQ1uvvGfhRw+Op3FJY1sqW0Hwnu7ZxWm8r0TxjKnOI2ZI1Jx2S3Mnz+feeOzetyuy27hsW/OYWtdO1tr2xmbnUhxRvyA3jchYonLbsErSYIQYjB5YmEp3kDPxVQmsK2+g9o2H4cWpXL+rALmFKcxNT8Zu9WIfEP9GJ2ZIH0UhCA83eCR6QYhRCzTWrO1rr1r6qCssW81OAhPJbz9/aMpSJUqhkIcCE6brEkQQsQY09Ssr25lcUkji7Y18uX2Rho6/ABkJToYmR5PaUMHZq/ioLnJrq4Wt0KI/eeyWWh2+6P2+yVJEGII21TTxkOflVBS38FhxWlcNbeI9ARHn/OCIZM1O1pZXNLQlRS0esNFjQpSXRw7PpPDi9OZU5zGyPQ4WjwBzrrnMxo6/Lj9IexWA6uh+L+LpksNAyEOEG8gRIsnQFWLl2117YyKwhScJAlCDFEfb6rjO/9dij9kEjI1K8ubeXJRGW989yjS4u2sqmhhcUkjC7c1sKy0iY7OIc1RGfGcPjWXw0alMac4PeLIQEqcnXd/cCwvr6hk0bYGitLjuXhOYdfOBiHE/lld0cKlDy7E7Q8RMjWn/eNTLpxdwO/OnSKtooUQ+0drzU//t6rH1ilf0MQf9HP2Pz+n1RPA17kzYXx2Il+bVRBOCorS+jRT6o+rs0nSJXMKD8p9EGK4Mk3NNY992TWaB+G/3xeXV3LU2ExOnZIzYLFIkiDEIOINhHhzdRWLSxopTIvjgkMKyErs+6Ze2eyhvt3X57gGmjr8XDm3iDnFaRxalEZavH0AIhdC7KmVFc10+IN9jrv9IZ5ZXCZJghCirxZPgPPu+5zqFi9ufwiH1eDej7bwxLcOY8aIFLbWdfD5lno+3VzPwm0NBEKRW44XZcTxyzMnDXD0Qog95Q+ahEuU9eULDmwfB0kShBgk7vtoCxWN7q6Sxb6giQ+47KFFJDpsVLd6AShMi+Os6XmsrmxmQ1Ur3V9TXDYL3zxSmpwJEctmFKZEPO6yWThvZv6AxiJJgjjotNbM31jHi8srMJTi/FkFHD02Y7eLbzZWt1Hf7mNKfjLJLmkH/NqqHT16GuzU4QtxeHE63ztxLEeOzqAwPVyjoMUd4JrHvmTtjlashsIXMrlwdoGsIRAixjmsFv5+0QxuenoZ/qCJqcFlM5hZmMJ5syRJEEOI1ppbX1jFm6urugqCvLeuhvNnhVfpRlLb6uWqR76kpL4Dq0XhD5p894Sx3HjcmIjnVzS5+WRTPXF2CydMzOrqAzBYtLgDvLpqB3WtXg4tTuPI0Rk9GiU1u/28sbqKhvbIe6VthuLPF0wjo9fWxuQ4Gy9cP5cttW1UNnuZmJsYcf2CECL2nDgpm/dvOZZbn1/Jgm2N3PONmRw3PhvLLpqoHQySJIh9orXm9VVVPLGwFE8gxNnT87js8JE4bZYe562saOGNVVU9Vtm7/SGeX1rOpYcXMiEnqc9tf/vxJWysaSVkAoHwsX9+uIWJuYkcPyG7x7n/eH8T983fiqHAUIqfvQT/ueIQjhyTsU/367WVO7jrvU3saPYwKiOe206fyDHjMvf4+sGQyfNLK3h+STkAXz9kBBfMLsBqiVyWeHlZE5c/tJiQqfEEQsTZLUzNT+Y/V8zmsy0NvLS8kvkbawmENBkJdkLuAMFuFYwsSjG1ILlPgtDdmKxExmQl7vF9EELEhoLUOOaOzmDBtkaOHZc14AkCSJIg9tEvXl7DS8sru0YHNtW08cqKHbx4w1xsFgPT1JQ1unno05KIzUm8AZOrHl5MfmocDquBw2pgtxqETM2ayhZ6j6p7AiHufGcjWYlO0uLtpMXbWbujlX9/vK3PQp5rH1/Ckl+chMveM2HZneeWlHP7K2vwdPYkWF/dxrX/XcIDlx+yR4mC1ppr/7uUBVsbupKi9VVtvLuuhoeuPKTP9IrWmhueXEa776tVzG5/iCXbGzn0jg/wBU2yEh1ceUQR587MZ1x2Ajc8uYzPttQDYDEUyU4bd18yc6/upxBi8Ng5qhgyNba9e0k7ICRJEBHVt/uwWw2SIgzdlzZ08MLSih5vzt6AyYbqVi5/cBHuQIjNNe27bG9qKEh22XHaDHwBk3ZfEF/ApNUb6FPqd6d1VW2cec9nXT9bDdXjU/VOvqDJdU8sYVRGAnargc2isFnCSYjdYmDr+qe6jlktijteX9+VIHS/X79+dS0PXDEbQykshsJQCsNQWJTCMKDVr2l2+1lR3syCrfU9bsMTCPHFlnr+u7CU/BQXbd4grd4ArZ4AZQ1uatv6blMMaUiwWXjoykM5YnR6j08PD155KGt3tLCqooWcZCfHjM2MyqcLIcTA2Pn3bep+XhgPMkkSRA8ry5u55bkVlDd60GgOLUrj7xfN6FFg5711NegIT9hASLO8vJlDi9K4ZE4hE3ISyUi0c/0TS/EFe57vsFp4+trD++zR9wVDzPrd+3T4eu4RtlkUZ0/P46RJOTS5/TR2+HlpeQVbajv6xBEyNcvLmllR1ow/ZBIIaUL9ZR57YFt9Byfe9cmuT/rwvX4v8gZNfvXK2j7HHZ0jJ5EUpLo4amzkKZPJeclMzkvedTxCiCHBonYmCdH5/ZIkiC5BU/ONBxfS4ftqBGBRSQMX/HsBPz5lPAu2NbBgawPb6vu+MQNYDfjW0cXcesqEHsfvvngm3392ZVdGrLXmn5fOiljEx2G18JuzJ/PLl1fjDZpoHX4zTY+388szJ5ES99V1JuUmceNTy/p0SLNbDT778fEkx301ChIyNYGQ2flP4w+Gv/d3HvMHTS55YGFXaeLuspIc/OKMSZhmONkIaR3+vvPrhk2bGTV6DEu2N/Leupo+oxt2q8GlhxVyzox8kpxWklw2Ep1W7BaDY/7yEeVNnh7nu2wWLj50RMTHWAgxvOycpdyfDzr7Q5IE0aWxw0+w12KAkAlljW5ueno58XYLh41K5+I5I7jvoy00e3p/2rdw8aF9t9edMiWXpeMy+WJLA0rBkWMy+ixw7O6C2QWMzoznoc9KqG7xMm9CJpcfXtRnG+S88ZmcMCGLDzbU4vGHsBgKq0Xxm7On9EgQIDxkZzEsu/y93z9xHHe9t6nHNInTZvDrsyZz+tTcfq8337edeUcVc8HsAj7Z/AFBX6+kxWLwg5PGRZy6+ffls7nkgYUETY0vaOKwGswpSuNi2aYohKDbdIMkCeJAaHb7uf/jbby7rpokl42rjyzmrGm5/dYkaOrws6qyhdUVzbyxLoivbyVQbBbFtceM4vsnjsPWuUr/+AlZXPPYEurafCilujoAjkiLi/h74uxWTpyUHfGySGYWpvLPb6Tu8hylFHdfMpMF2xp4b20NcQ4rX5uVz+h97JT2raOLUSq8k6LVGyAjwcFPTp2wywShu2SXjce/eRjXP7G0a7ok3mHl35fPjpggQHjqYMFtJ/D2mmrq2n0cWpTKrMJU6aQohAC+ShJCsiZB7NTmDVDe6CEvxdljeH1PrnfG3Z9R1+btKrqzsXoVaypb+NnpE2n3BVlT2cKqimZWVYQXv5U1uruun+kKz3/1fjJaDMVZ0/O6EgQIb6ub/6N5bKppxxcMMSk3qd9tfgeTUoq5ozOYO3rftjz2vq1vHT2Ka44q7vpUv7dv1rNHprLwthNYV9UKhKdEjN0sLIx3WDl/dsE+xy2EGLoMJQsXRSfT1PzxrfU8vqAUm8UgEDI5d2Y+vz93So836P48s7ichg5fj6p8bn+IBz/dxnvratje0MHO51l+iotpBclcMqeQ6QXJTClIZumCz/nlYpOaFi+BzqEtp83gyDEZEesZKKUYnzP09t8rpXY5LbE7hqGYki8LC4UQ+68rSRjYlg1dJEmIIY9+UcITC0vDNfk7txe+sqKSZJeNn50+EQC3P0htq4/aNh81rV5q23zUtnmpbfXx0YZavIG+zyStIclp5XsnjGV6QUq/xXeUgldvOoq73tvIO2trcFgNLplTyLXHjDq4d1wIIUREOz8fynTDIBYyNdsbOkhy2shM7L/y3e7c//G2iPv0H/x0G++vq6G2zdej8M5OdotBZqKj3/3yTpvB78+dytSC3X+6TYu38/tzp/L7c6fu250QQghxQFS1eHhnbTUATy0s5dpjRw94HxtJEvbTW6ur+NlLq/EFTYIhzaHFqdxzSeTtfTs1dfjZWtfOtroOttaHv26ra6cmQmEdCO+PHZeTyDHjMslKcpCd6CQryUFWopPsJAfJLhtKKTZUt3LevZ/3SDQsCkakxTElv+90gRBCiNi0sryZb/xnYVfF2v98to1nl5Tz+s1Hk5M8cD1YJEnYD2sqW7jluRU93pQXlzTyzUe/5LnrjqCs0d2VDGyra2dbffhrkzvQdb7NoihKj2dMVgJuf4iqFm+f31OcEc+/L5u923gm5CTx94tm8JP/rSYQMgmamkl5Sfz7stmyWl4IIQaRH7+wqkfdFn9Q09Th5y9vb+Cui2YMWBxDNknwBU1+89pavnlkcb/b8vaV1pp2X5C/v7+5zxqAQEizsryZCb98q0eFrIwEB6My4zl1Si6jM+MZlRnPqIwEClJdXbsCVle08PX7F+ALhjA1KMBps/DbcybvcWynTMnlhInZbK3rINFpJS/FdSDushBCiAHS4gmwta69z/GQhg821A5oLEM2STC15okFpTy3pJznr5vLpLxdD7cHQiaNHX7q2300tPtp6PBR3+anvqPz53Yf9Tu/dvjxB/tfamoxFGdMy+XYcZmMykygOCN+j+aRphYk8+pNR3L3h5tZU9nKmKwEbj5+DNMKUvbqvlstxpDcdSCEEMOB3WLQ3+Dv3jau219DNkkACJiagC/ELc+t4Psnjut642/ofOOva/fR0O6jocNPc7cpgO7sFoP0BHv4X7yDcdmJZHT+vGR7Ex9tqO3aLriTxVD8+qzJpO5iXUJ/xmYncs8ls/bp/gohhBj8XHYL88ZnMb/X+4vTZnDpAFdjHbJJQntAsXPsYEN1G995YmnXZckuG+kJdjLiHYzPSSQ93tGZCDjI7PyaHh/+muS09juff+FsPyf938e0eAIEOmsTuGwWrj6yaJ8SBCGEEALgL+dP47KHFrGuqhVDKWyG4pixmXxn3ugBjWPIJgl2o2f29cJ35pKR4CAt3o7demAqA6bG23nze0dz70db+XBDDalxdr519CjOmrZnZXyFEEKISFLj7bx4/Vwm3/4Ox43P4ienTWBM1r6VnN8fQzdJ6Jy2cVoNrji86KBVwMtKdPKbsyfzm7P3fHGhEEIIsTslDR0ETc2Z03OjkiAAHLRi+0qph5VStUqpNd2O/VUptUEptUop9ZJSKqXbZbcppbYopTYqpU7pdny2Ump152V3qz3cy6cItxieNyGLH50y/kDeNSGEEOKg21jdBhDVhegHsyPPo8CpvY69B0zRWk8DNgG3ASilJgEXA5M7r3OfUmrnEs5/AdcCYzv/9b7NiOxWgw9+eCz/vmz2AZteEEIIIQbK+qo2bBbFqIzojCLAQZxu0Fp/opQq6nXs3W4/LgQu6Pz+HOAZrbUPKFFKbQHmKKW2A0la6wUASqnHgXOBt3b3+w2lKEg9MPURyjw+nq1uosEf4IT0JE5IT+pqurEnAqbmldomXqttJsFq4Yq8dA5Lid5/uhBCiNi3sbqV0ZkJUf2gG801Cd8Enu38Pp9w0rBTReexQOf3vY8PmDdrm7lhfSkhrQloeL6miVlJcTw1bTS23bQAhnCCcOGKLaxq8+A2TRTwZl0ztxTlcPPI7P2KrSMY4r87GnizvoU0m5Vr8jM4Ok3qIwghxFCwsbqNOcVpUY0hKkmCUurnQBB4cuehCKfpXRzv73avJTw1QWZmJs+9+z7xFoP4PWizHIkGtrV7uKXXbzRa4fW6UlL3oJ1wczDEiV4/x/eOevUO3t/mxLqP5ZJNYHOHl4DWnNh52ytKodpuI9O+b/+t7e3tzJ8/f5+uO5zJ47Zv5HHbe/KY7ZvB9rhpoL49wI4WP9aOuqjGPuBJglLqSuBM4AStu3pfVgAjup1WAOzoPF4Q4XhEWusHgAcACseO1T+wZeAwDI5KTeDhKcVYd/PJ3xMyqfEHqPaF/33R3M7TVQ0EIqQlLkOR47ChCTdgCn8Nn2gSbs+s0TSrED5L3xswgGKXgwKnnTiL8dU/46vvXRGO7fz3Wk0z95bV4O11005DsXLuZJJte/9fO3/+fObNm7fX1xvu5HHbN0P5cWsPhrAqhXMPP6Asa+3gbyXVbOjwMjHBxY+KcpiR1He6dCg/ZgfTYHrcFpc0cu3jS/B1VvV9rSTEKUdM5KRJ+zfyvK8GNElQSp0K/AQ4Vmvt7nbRq8BTSqm7gDzCCxQXa61DSqk2pdThwCLgCuCePf19IcBtmnza2MZDlXUckZJAtS9AVWcSUN2ZEFT5AtT4AjQFQ7u9zZ2SrBZmJMZhKIUClAoPexioHt8vbmlnk7tvd0cFuCwG7aEQtf4A7pCJ2zTDX0Nm/8MluxHUmp9squCY1EQKXXZGOO3kO+y7TZB28oZM/ritiqeqGvCYmrkp8dwxtoCx8QPXdUyIwWpVm5sfbChjY4cXheKE9ETumlBI2i6S9s+a2rh81TY8nZX1dvgCfN7UxpPTRjM39au1Syvb3DQEgnzY0MqxaYlYpGnbkNPmDXD1I4t7NHbyBU1ufnoZH/5wXlR68Ry0JEEp9TQwD8hQSlUAtxPezeAA3uvcybhQa/0drfVapdRzwDrC0xA3aq13PkrXE94p4SK8YHG3ixZ782jN7Vt6DkAYQKbdSo7DRpHLzmHJ8eQ6bOQ4bOQ67GQ7rGTZbByzaD31vZKHOMPgr+NHcHLG7msvrG5zc/ayzV0vADsl2yy8NXtcxHUNWmu8pu6TOLhDoa5j95fVsqzN0+e6IQ2v1jbzcm1z1zGLgjyHnUKnnUJX+OsI586fHWTZrV0LMb+1djufNbXh7Yz306Z2zli6iU8Pm0i2Y9/7mPtMk21uHxl2K5n2ge2HLsRAqPEF+NryLbSHdvZ10XzQ0MqFK7bw/iHj+63c+vNNFT1eHzTgMTW/3FLBB4dOwG+aXLm6hIXN7dziC/CTtdtJsVl4ZeZY8p1S2XUoeXdtTcQPiKYJLy+v5Ibjxgx4TAdzd8MlEQ4/tIvz7wDuiHB8CTBlf+MpdNr49Zj8ziTARqbNtkefrv87fTQXrdyKqTUhrdHAxblpnJS+64ZRO01NjOPXY/K5fUtl1/oDp2Hw9PRR/S58VErhsihcFoP0fm4332HnwhVbery4GMBIl52PD51AlT9AuddPmcdPmbfzn8fHBw2t1PqDPW7LYShGOO24zHjWNbTSPSXShEcXHqms56ej9q2S5H8r6/nN1nCSFtCao1MS+NfkIhKtA9uoRIg9tai5nb+X1rDd42N2Ujw/KMpmdNyuR9Oe2FGP3+zVFVbDpg4fN60vI95i0B4yaQ2GaA+GaAuFaAualHn9EW9vXbuXxyvrWd3m4YumNnw6PI3ZHjLxmCY3rCvllVljD9h9FtHX6g0QMvumCYGQSbMncn+hg23IVlzsLs5QfL8oh9MzU/b6ujOT4lg5dzLvNbTSHAhydGoixXGOvbqNK/MzOC87lYXN7cRbDA5LTtjj4f/+HJIcz2+6JR8hDbkOG09NH4XdYjDS5WCkywGpfa/rCZmUe/3hJKIzeSjz+lnd0UGkCRc/cE9pDS/VNJFpt3aNBmTYrKTbreFjts5jdispVkvXyMT8xlZ+taWyRzLzSVM716/dzhPTB7YGuRB74o3aZm5aX9r1nC3z+HmrvoU3Zo9lQnx4uNcTMtnm8bG5w8tmt5ctbh8fNbTij/AxMKDDW6CTrVYSrQZJFgsJVgsFTjuJFgvVvgB+HXmC8cebKnr8/Jwz/Acd0rCs1U1TIEjqPqw/ErHpqDEZEVfrhxs+ZQ54PDDEkwSD8Kf2I1MT+Hr2vm8jcVkMzs5K2a9YkqyWPZqe2BtX5Gdwfk4qK1rdpNisTIp39juk2Z3LYjAu3sm4XusM3vlwO9cZaV1TDTtZgKmJLopdDuoDQUo9fpa0uGkMBInUMNuqIN0WTiYqvYE+Uy1+rfmkqY1aX4CsfZzC8IZMVrW5SbBamLiH91sMPwFT4zNN4i3GHj1HTK352eaew/8hoCNkcsWqEsbEOdjs9lHh9XcNCyug0Gkn22HD7fYR7HWbDgXvHDq+K8HobXScg7tLa3r8zjhD8cOibM7KSuXkJRtp7lzEVmd89ZKttSbYmVxs6PDweucU45lZKf3+LhHbxmYncsHsEby4vAJ357qEOLuFo8ZkcMSo/saVD64hmyTYlOIHxTnMTUlgTnL8kH0TibdYODL1wNRGcBiKw5LjWdjSga/bC5bLYvDI1GJyHT3nP0Na0xgIUu8P0hAIUucPf1/nD1Df+fOWjr6LNgH8Go77ciPj4h2McjkodjkYHeegOM5BkdOxy1XhL1Y3cuumCgzCn6hyHDaemDaKUXs5wiOGLm/I5PYtlTxb3UhQa0Y47fxl3Ih+64j4TJPNHV4WtXRQ5+/9Nh9W5vWTbLVwSFIcF+ekMTbeydg4B0UuBy6LQWswxFGL1tPgD3aNyDkNxVGpibt80/7eyGxagyEeqazHohQhrflmfibXF2ZjKMWFOWk8VtmAX2uud9fxp4TwtF8QuHFdKUUuB89VN3a1FP5nWS3fG5nND4py9vnxE9Hzu3MnM298Bt/+71JGpMZx6ynjOX1qbtTew4ZskmBVSv5I9sEjU0fx2y2VPFPdiM/UzEmO50/jCvokCAAWpci023a5EPGnG8t5oqqBYK/RVJtSzEtLpMzj5+36VhoCX70wKyDPYQsnDS4Ho+K+SiLcQZMfbizv8amrxOPjghVbWHLEpL2qhCmGrpvXl/JeQ2vXqFiJx88Vq7fx6swxZDnsrG33sK7dw7oOL+vaPWxxe/s8R3sb7bLz3qH994FJslp495Dx/G7rDt5vaMVhKC7PS+d7uymaZijF7WPy+VFRDlX+ALkOG/GWr9br/LAoh/cbWqn1BTtHRxUW4LK8DJ6tbuSTpvYetxcyNf8oreHsrJTdrqMQsUcpxWGj0tEaLju8kLOm50U1niGbJIh9E2cx+NP4EfxxXAEa9vtN97sjs3m5tpn2YKhrGNZlKH45Oo9vFnw1x9YSCLLN46fE42Ob20eJx8dWt4+Xa5tp6ba7RNG3mpbuvP7C5o4eW8Z2pS0YYnOHlxyHjTxZIR5TgqbmzfoWPmhoJdNm5Rt56Xs1SlTjC/BOfUuf9QEeU3PGsi095v/zHTYmJrg4JSOZifFOJiW4+FdZDS/VNveYdnMZiu/uQYXUHIeNeyeN3ONYu4u3WhgTYTFvis3KR4dO4LW6Znwrqrm1OIeLctLJsFtJshr8bXtNn2m/kNa8VdfCTSMlSRiMmjrCixRT46L/2iRJgohIddZ/2F95TjsfHDqef5TW8GlTGzl2GzeOzObEXrtDkm1WZtqszOxVQEZrTWMg1JU0/KO0mm2evqvBO0zNzetLmZuawNQEF1MS4piS6CKp14uu1po7t9dwb1kNNqXwa81RKQncP7mIBNltEXU+0+T85VtY1+7FbZpYFTxYWcc/JxZyZlbPVbhaa+r8QUo84aRye2eSubbdE3EBIYST4F8V5zAp3sXEBGfERX9/Gj8Cv4bX65qxdQ7/3zwym6/nRK88rtNicGFOGvOddi4r/CpZibdYsHY+j7tTqH2u5iqir6FzmjY9QZIEMQzkO+38ZfyI3Z8YgVKKdHt4F8UhyfGE0PxiUwXuCIsri10OPm5s4/nqpq7jI512piS6wolDYhzlHh/3ldXiNTVevqoF8f0NZTw4pXif76PoqykQ5JGKej5paqPAaefaEZlMS9x107VnqhpZ2+7pmk4K6nCBsJvWl1EfCFLhDXQmBD5KPH7coa8+Q1sUjHDaKXDY2eb29fl0bQXOzEzmWwW7XiXuMAzunTSS3wXyqfEFKHTZewz/x5LTM5P5Y0lVhGL1mtMzD+xCaTFwmtzhD0Jp8dFfZyVJghhUvpaVyn/K6yjx+LqGg+MMxbdHZHLbqPDcXa0vwOp2D2vaPKxud7Om3cMbdS393qZfa96tb6U1GOoz8iD2TZ0/wIlfbqQ5GMJnaoyWDt6oa+aeCCMCO7fklnYmcL13wwB4Tc1PN1ViU4qRLjtFLgdzUxIo6lz0urPE+c7aI7/YVMGTnVVDITxN5bQYe9VULc1m3WWlxFhQ6HLwuzH5/HJLJQq6GtEdmZpIoSv6bzBi3zS0dyYJMt0gxN5xWgxenz2WJ3Y08GptM0lWC1fnZ/TYXprlsHGCw8YJ3aY0WoMh1rZ7uGLVNtpCfTduBrXmT9uqOC0jmUOS43HtY1OwoUhrzdJWN+/VtxBvMTg3O3W3b0B3l9bQGAh29T0xCa8J+O76MjZ0+Cj3+lmpE2j5Yi1Vvt0XiXEain9PKuKkjKQ9Kkf827H5FLrs3F9eR3MwxJzkeG4fkxeuHTLEXJGfwUkZSbxd3wrAgqY2Xq9rYfrna3CHTI5ISeCXo/OktPog0tjRmSTIdIMQey/eYuG6EVlcNyJrj6+TZLVwREoCp2Qk82JNU5+haEPBY5X1PFxZj10pZifHcWRKIkelJjArKQ678VXSYGrNvWW13F9eR0swxO1uHymt7ogNeQY7rTXf31DOa7VNeEyNVcFdpTX8bfwIzu81R+83TbZ7/Gx2e3m+uiliYzS3qblzezU5dhspwNGpCYx0Oihy2RnpclDi8fHjDeV4es2xp9msnJKRtMfbwAyluHZEFtfuxXNkMMt12Lk6PwOAtW1uTKCmcyvnew2tLGhu58M5Exghi3QHhUa3H7vFIN4e/ZFNSRLEsHJrcQ7vNbTSEQoR1J3D0Ibi7omFHJeWxMKWDj5vauPzpnb+tr2aO7eHV7bPSU7gyNQEjkpJ4LnqRp6tbuwaynaHTL62fAtvHzKuT4GqWNUeDPFWfQtNgSBzUxKY0s9agfmNbbxW29y1BiSgwxUEf7ChjLaQSYU3nBRs6fCx3esjtJtthDbg88MmUhjnCHfmm3hIj8tnJ8Wxqs3D4zvqsaAwFNgNxRPTRg3ZWicHUmMg2GNNDuzsBWFyb1kNfxq3b2uDxMBqbPeTFm+Piee8JAliWBnpcvDRoeO5t6yWBc3tjHQ5uKkwi9nJ8QCcmJ7UtfOiORBkQXM7nze383lTO3/YVhXxNv0ofKbJP0prdrv9LaQ1r9Q281x1I3aluCwvnZPS9/wT8oGwrKUj3I+EcEVCi4LTM1O4Z2Jhjy2v7pDJw5X1uM2+0zN+DT/dVIFNKYpdDiYkODkrK4UxcQ7GxjtZ3+bhZ5sre1zXqmBOcjyFu9jOqJTid2Pz+VZBBgubO0i1WZiXlthjJEf0b0uHF4eh8PXK1oIalra4+7mWiDVN7nCSEAskSRDDTp7Tzh3jCnZ7XorNymmZKZzW2fOjzh/g6apG/lpS1WMo/c6EcNGut+pa+OmmivAbZZyT0XEO8hy2rjdeU2uuWLWNBc3tXZ/MP2tq58KcVP7cz+4PU2u2un3YDbXH8+lmZ9nrDxpaSbZauTAnteu6Ia25ak1Jz3UZOtyvINNuJclqYV27hw0d3og7BHZyGorbR+dxeV5GxD4k0xJcbPP4uL+iDrtSBLVmfLyL+yfv2Q6Srt4jYq8UOO34IvSBMIAxUpF00GjokCRBiEEn027j0tx0/ra9OtyOr9M8XyvzHUnYDcWLNY20Br96a3UZBqPjHIyJc2BVik+b2nvsaXebJs9WN3JNQWafqYoFze1cv7aU1mAIE02Ry8HDU4p3WVgopDVXrS7h86Z23KaJTcE/y2q4Z0IhZ2WnsqK1g/Zg3zZeXq35d3kdAEUuO5PiXZyTlYJVKf6+vRpfr/cdA8XXc9P6bVSmlOJno/O4bkQWa9o95DhsjB8kUzGDWZ7TznFpiXzU2NajtLpdwU17sbNDRFdjh58RqbGxxkmSBCH2QrrdynlZqbxc29S1BXNuoINFrmRenDmGifHOcM8Kt48tnd0Bt7i9LGt199sS2G9qfr91B+fnpHZt6XOHTC5dua3HcP3GDi/nLt/M0iMm99tm/LXa5q4EAb5aQ3DD+jJerG1icYu7T42JnaYkOHll5ljie20D7QiaPFhZhwYsKDSa/0wp2qPaAel2K8f20y9BHBz/mlTEzzZV8GJtEyFTEwTOzU5jcoI0fYp1IVPz0YZaqlu8FGcE8AdN7NboTrVJkiDEXvrr+BFk2Kw8sqMed8jEaVE8NX00kzpfhLMcNrIctj4lou/cVsXfS2v6dAnUwLsNrbzb0Np1zGWoPt04NeECRdeu3U6ew4Zfhzsc+k2N39T4TM2Kto6IawgCWrOkxc1RqQm8W9/SpxZBnKG4piCzT4IA8IsxeXwjL50PG1uJMwxOy0yW9sQxzGUx+L+Jhfx5fAGekMn168J9LDa1e0iwWqQMeYxqdvs5/19fUNXswRc0+XxLPcfd+REv3nAk2UnRG4WTv3Qh9pLNUPxiTB4/H51LSMNnnzRzRMrue0ZckpfOP8trCfZ6g463GHw+ZwL1wRDbO8sLP1PVwGZ33w6aAQ3vN7QSZzGwKYXDUNgNhd0wcChFP4MExBmKf00eyVGpiXzS2MaVq0swtcanNfEWg0OT47lwF+3UR8U5GBUXnX72Yt/YDQO7YXBaRjIfNrZx/JKNWJRitMvBg7uZthID74431lPW4O7q5hkIaapbvfzsxdU8dNWhUYtLkgQh9pFSCutebErId9q5f3IRN64r7WpUZTcUj00dRbbTTjZ0DQnnO2z8cGM5Hb0KPzkNxVuzxzGxn6HjjxpauWbN9j6jCXbD4LDkcCJzTFoiiw6fyP9qmmgMBDk6NZGjUxNiYruVOLAaA0F+s3UH8FWJ6/UdXs5etpllcyfJrpEY8ubqqq4EYaeQCfM31REyNZZ+phgPNkkShBhAp2Qks+bIKXzZ0oHVUByaFB9x8d8ZmSncU1rD1l7lp09MT+43QQCYl5bI5XnpPLajHgi381bA41OLe6xjyHLYuL5weBQaGs5eqG4kqPtOW3lNk/caWjmjc+eOiL5+S4zspvbIwSZJghADzGkxOHo3i/lshuLVWWN5oKKOF2uacBgGV+Slc2le+i6vp5TiN2PzuSo/g0+a2kiyWjg5IylmGxSJg6vCG+iztgXC9TH2pBy2GDinTs7h1ZU7ekxHGgqOHpcRtVEEkCRBiJgVb7Xwg6IcflCUs9fXLY5zUCxzzsPeYSnxPFnV0GfayqJg1hAsIz6Y/eLMSSwta6Ky2UMwpImzGSS6bPzhvKlRjUsmpIQQYog6JT2ZIpcdR7f1Jk4Fh6ckMCspPoqRid7S4u28f8uxTMxJIj3Bzh/Pn8bHtx5HXkp0t65KkiCEEEOU1VC8OnMsN43MIs0WnnK6oTCbx6aOinJkIhKbxcAbCDG7MJVzZuTjtEV/mlCSBCGEGMLirRZuLc7lnonhviLHpSf1W4xLRJfWmrJGN4VpsTMVJEmCEEIMAzvbRJd5+tbfELGhts2HL2gyMl2SBCGEEANoZ5JQ3k95cBF9pQ3hTp2F6bGzXkSSBCGEGAZcFoNMu7XfHiIi+soaO5MEmW4QQggx0AqddhlJiGFlDR0YCvKjvKOhO0kShBBiGAhpjU0pVrd5eLW2GX+ERmAiukob3eQmu6Le+bE7KaYkhBBDXHMgyNnLNlPi8RHQ8P31pSRbrbwxe6x0hYwhZY3umFq0CDKSIIQQQ97vt+6gxOMn0Fnx121qav0BfrixPLqBCQBCpmb+xlo21bSR5LRFO5weJEkQQogh7tW6ZgK9Gj2FgE+a2mTaIcoqmz0c85cPueHJpXT4Qry/voZrHvuSQCg2/l8kSRBCiCFO99dJMModBgV896nlVLf4cPvDSUHQ1HyxpZ5HPi+JcmRhkiQIIcQQd1ZWCrZeRRYtwFGpidgNeRuIloZ2H6srWwj1yuI8AZOnFpVFKaqe5NkhhBBD3C9H51HodODsLMfsMBQZdit3ThgR5ciGt0BIo/qpkO0PynSDEEKIAZBqszJ/zgRuKcoG4Nv5GSw6fFJXFUYRHdlJDnKTnX2O2y2KM6flRSGiviRJEEKIYcBmKA5LTgDgmLQknBZ5+Y82pRR/v3gm8XYLO3tuxdkt5KfGcePxY6IbXCd5lgghxDCxcwBbmkDGjhkjUph/63GkxdvJT3Hxu3Om8Nb3jibZFRtbIaWYkhBCDBNm5wI5yRFiS0aCHY8/xFnT8zh/dkG0w+lBRhKEEGKY2LmG3uhvtZyIimZ3gA5/iILU2Kq2CJIkCCHEsBAwNQua2wFY2tLRZ9udiJ6KJg8ABamx09hpJ0kShBBiiKv2BThi4TruLasF4M7t1Ry3eAPNgWCUIxMAFU3hFtGSJAghhBhwt24sp9oXwGuGRw+8pqbE4+d3W3dEOTIB3UcSZLpBCCHEAAqamg8bW+k9ZhDQmldqm6MRkuiloslNotMaMzsaupMkQQghhrp+lh/IqoTYUNHkiclRBJAkQQghhjSroTgqNRFL7+MKzshIjkpMoqdwkhB76xFAkgQhhBjy/jZhBOl2K/bOrY8uQ5HvsPOrMflRjkxoralockuSIIQQIjoKnHYWHT6Jc7JSAPjd2AI+PWwCGXappxdtsVwjASRJEEKIYcFlMZicEP60enZWirSIjhGxXCMBJEkQQohhw2uGuzc4pXlDzIjlGgkgSYIQQgwbPlOjAJuUZY4ZsVwjASRJEEKIYaMpGMRhKJQkCTHB4w+xoryZBEds1kgASRKEEGLIq/D6OWvZJh6vbMBrao5etJ6Vbe5ohzWsPfp5CbN+9x5vr62mwxfkogcW0Oz2RzusPiRJEEKIISxoas5ZtpllLW7MzmOb3T7OX76Fer/0boiGjzfV8ee3N+IJhAiZGg0sK23iO08sjXZofUiSIIQQQ9j8pjZagiFCvY4HtebZ6oaoxDTcPfDxVjyBnv8jgZBmeVkzVS2eKEUVmSQJQggxhFV6/RHbQntNTZkn9oa3h4PaNl/E4zaLQUN7bP2fSJIghBBD2PTEyKvm4y0GhybHD3A0AuCYcZnYImxD1VozJishChH1T5IEIYQYwmYkxXF4SgL2bu9JdqXItts4q7MCoxhY3zl2NElxNrrnCS6bhdtOn4jT1rvLRnRJkiCEEEPcY1OLmZeWBECm3crVBRm8NXssDqm6GBWZiQ7e/t4xjM5MwGoojh2XyUNXHsJlh4+Mdmh9SOFuIYQY4uyGQbzFIMduY/ncSVInIQZkJjqwWgyOGpvBo1fPiXY4/ZI0UgghhoHFLR0cmhwvCUKMCIRMttS2MSEnKdqh7JIkCUIIMcTt8Pqp9AWYIwsVY8a2ug4CIc3E3MRoh7JLkiQIIcQQt7ilA0B2M8SQDdWtADKSIIQQIroWt3TgMr5qFS2ib31VGzaLYlRmbCdukiQIIcQQ92VLB7OT4iLuzRfRsaG6lTFZidgssf02HNvRCSGE2C/twRBr2z0y1RBjNlS1MTEnttcjgCQJQggxpC1rDTd2kkWLsaOpw091q5cJMb5oESRJEEKIIend+haOXLier6/cCsCmDi86Qg8HMfA2VLcBsb9oEaSYkhBCDDkfNbRy3drteMyvkoI/lVSBgutGZEUxMgGwvqpzZ8NwHklQSj2slKpVSq3pdixNKfWeUmpz59fUbpfdppTaopTaqJQ6pdvx2Uqp1Z2X3a2kEogQQuzSH7dV9UgQADym5q7tNRE7QoqBs6G6lffWVZPsspGZ4Ih2OLt1MKcbHgVO7XXsp8AHWuuxwAedP6OUmgRcDEzuvM59SqmdXS7+BVwLjO381/s2hRBCdLPNE7kVsTtk0hYMDXA0AsDjD3HJAws5797PWVTSSJs3wGUPLsLjj+3/j4OWJGitPwEaex0+B3is8/vHgHO7HX9Ga+3TWpcAW4A5SqlcIElrvUCHJ9Me73YdIYQQEYxyRf6E6rIYJFpjq8vgcHHHm+tZWtaEJ2BiajA1LClt4o9vrY92aLs00AsXs7XWVQCdX3dOjuUD5d3Oq+g8lt/5fe/jQggh+vHTUbk4e03MugzFLSOzsciMbVT8b2kF/qDZ45gvaPLC0op+rhEbYmXhYqRnrd7F8cg3otS1hKcmyMzMZP78+QckuOGivb1dHrN9II/bvpHHbe/t6WNmAN8PKv5kSeYsbzMzTS/Zdivp25qYv23dQY8z1sTCc+3GCT40sK5J8VaFhcvHBMlygSIU9dh2ZaCThBqlVK7WuqpzKqG283gFMKLbeQXAjs7jBRGOR6S1fgB4AGD8+PF63rx5BzD0oW/+/PnIY7b35HHbN/K47b29ecw+2lKJvaKev55wFCn2WPk8GB2x8Fy7/4GFLNzW0PUp979brCgFc0elc9O8w6Ma264M9HTDq8CVnd9fCbzS7fjFSimHUqqY8ALFxZ1TEm1KqcM7dzVc0e06QgghIjC15vXaZualJQ77BCFW/O7cKSQ4rV3D4w6rQaLDym/OmRLVuHbnYG6BfBpYAIxXSlUopa4B/gScpJTaDJzU+TNa67XAc8A64G3gRq31ziWf1wMPEl7MuBV462DFLIQQQ8GyVjeVvgBnZ6VEOxTRaUxWAs9fdwQaGJuVwA3zxvDhj+YxJish2qHt0kFLMbXWl/Rz0Qn9nH8HcEeE40uA2E61hBAihrxa24zDUJySkRztUEQ32+rDLbv/fME0ZhWm7ubs2CBlmYUQYggxtea1umaOS0uU7Y4xZnFJIy6bhSl5gyd5kyRBCCGGkCUtHVT5ApydNTg+qQ4ni0samTUyBbt18Lz1Dp5IhRBC7NZrdeGphpPTY7950HDS4gmwvrqVOUXp0Q5lr8iyVyGEGAK01nSETF6rbeaEtCQSZKohpiwtbURrmFOcFu1Q9ookCUIIMcg9X93I77buoN4fxAQchkJrjfTDix2LShqxWRQzC1OiHcpekekGIYQYxN6sa+bHG8up7UwQAN6qa+afZbW7vJ4YWF+WNDKtIAWnbXCN8EiSIIQQg9ifI7SF9mq4p7QGU9pCxwSPP8SqipZBN9UAkiQIIcSgVuELRDzuNk06QmbEy8TAWl7WRNDUkiQIIYQYWGPiIreFTrZaSbDIS3wsWFTSiKFg9sjBty1VnkFCCDGI/XJ0Hr1nuV2G4mejcmXhYoz4cnsjk/KSSHLaoh3KXpMkQQghBrERTjuGUiRbLbgMxSiXg/+bMIJL8wbXfvyhSGtNSX07S0ubOLRo8E01gGyBFEKIQe03W3ZgMxTz54wn12GPdjii08JtDdzy3Arq23z4Q5pPN9dT0+olO8kZ7dD2iiQJQggxiFT7Avx9ezUfNrbhMBSb3T5+NipXEoQYUt7o5upHvsQTCHUd21bbziUPLOSDHx47qKaBJEkQQohBIqg1J3y5gZZgiGDn7kYF+GQXQ0x5alEZQbPn/4kJ1LR6WTLIph5kTYIQQgwSdf4gbUGzK0EA0MC95bW0BUP9Xk8MrO0NHQRCEWpUKKhq8Q58QPtBkgQhhBgk2kMm/ggFkmxKsaFjcL35DGVzR6fjilBZMRjSTMsfPG2iQZIEIYQYNGz9zGUHtCbLLrPHseJrswpIT7DT/X/LZbNw2pRcijLioxbXvpAkQQghBgt738WJNgWzkuIY6YpcVEkMvHiHlYevPBSABIeFMVkJ/PS0Cfzt69OjHNnek9RTCCEGgUqvnzuNJOItBgbhhXBBrZmbksC/Jo2Mdniil08216GBl288ijFZCdEOZ59JkiCEEDGu1hfgwhVb6UDx8swxTI53UeLxkWKzkGkffFX8hoMXl1UyrSB5UCcIIEmCEELEFFNr3qpv4bmqRpSCMzKSube8jipfgJ/SzvTEOADGxg+uojzDycbqNtZVtXL7WZOiHcp+kyRBCCFihNaaG9eV8k59K+7Offbv1rcC8Oz00YRWLY1meGIPvbS8EouhOGt6XrRD2W+ycFEIIWLEslY379S3dCUIEF57YFWQHGFLnYg9pql5ZUUlx47LJCNh8C8mlSRBCCFixMdNbXjNvnUQTODjxraBD0jstYXbGqhq8XLezPxoh3JASJIghBAxIsFiYEQohWDr7PIoYt+LyytJdFg5aVJ2tEM5ICRJEEKIGFDh9fNmXUuPksvdnZmVMqDxiL2zvb6Dt9dW8caqKk6bmoNziEwPycJFIYQYQMtb3bxd14zTYnBuVipFLjtPVzdy++ZKTOCa/AyeqWrA6FZd8aEpxaTZ5OU6FnkDIb7zxFIWbG0ABb6ASWl9B/6gid06+D+Hy7NOCCEGgNaan22q4JnqRrymxqLg79urKY5zsqHDy9yUBP4+YQSFLge/GpPHouYOFHBYSjx2Y/C/2QxVv399HQu2NuALfrXYdEVFM/94fxO3njohipEdGPLME0KIAbCopYNnqhvxmBoNBDX4NGzo8PLT4lxemDGaws7Syg7D4Ji0RI5OS5QEIYZprXlhaUWPBAHAF9Q8ubgsSlEdWPLsE0KIAfBabXPEnQsuQ5HrsPWYXhCDg6nBFzIjXub2DY3W3ZIkCCHEALD0kwQYSmGV/GBQshiKqRFaPyvgsFFpAx/QQSBJghBCHGQdwRAVXj+RNi6YWnNietKAxyQOjDvOnYrd8lWWZ7Mo4h3WIVGSGWThohBCHFRLWjq4aX0ppR4/c5LiWdHWgUJhUQoTzb0TR5IsOxcGrcl5SeQmu2j3BRmblcD0ESlcfWQxOclDo7eGPDOFEGI/aa15vrqRf5TWUuMPMD0xjp8U5/JhYyt3l9aQ77Tz4swxHJGSQKnHx3sNrTgNg9Mykkm3y8vwYPbRxlpKG9384+IZnDNjaFRZ7E6enUIIsZ/+VV7HX0uq8HQuTPy8uZ1zlm9GA5fkpvHbMfkkdlZMHOly8K2CzChGKw6kBz7ZRl6yk9On5kY7lINC1iQIIcR+8Jkmf9te3ZUg7KSB6Yku/m9CYVeCIIaWVRXNLCpp5JtHFWOzDM2306F5r4QQYoBU+wLofkop1/gCAxuMGFD/+bSERIeViw4dEe1QDhqZbhBCiD3UEgjy+61VvFLXhNZwRmYKNxZm4jMj75Uf6Rr8rYJFZOWNbt5cXcU1RxWT6LRFO5yDRpIEIYTYAyGtOXv5FkrcPvydQwfPVzfyQk0jIcACdC+f4zIUPyzKiUaoYgA88vl2FHDV3KJoh3JQSZIghBB74KPGNiq8/q4EAcJJgdLwg5HZ+E2ThysbCGpNus3K78bkcUxaYvQCFgdcizvAG6urqG718NTiUs6clkteiivaYR1UkiQIIcQeWN/uiViCd2fK8Msx+fx0VB7uUIgkqwUlZZaHlEXbGrj60S/ROtz5UQP17T5MU2MYQ/f/WhYuCiFEBAFT81lTGx81tOIOmRQ57RH7K8RbDEbFhdce2AxFss0qCcIQEwyZfOeJpbj9ITydCQLAsrJmXlu1I6qxHWwykiCEEL0sam7nitUlhLRGAUFTMynR1WOqAcLrEOIsBmdmpkQjTDFAVla0EAj13cLi9od4bkn5kCyitJOMJAghRDcdwRCXrtpGSzBEe8ikLWTi0ZqlrW6+mZ/O8akJWFQ4QTgyNYE3Z4/DNUT3yIud+tnjCv1ufx0qZCRBCCG6ebu+JeJbggXItNv4w7gRBEyNRmM3JDkYDqYXpGC19J1CirNb+PohQ7dGAshIghBC9NAaMglF+HgYApoC4U2ONkNJgjCMWC0G914yCwVd/+LsFo4ak8FZ0/OiHN3BJSMJQgjRzTGpCRGThDiLwUnS0nnYqu/woYGLDikgPzWOuaPTmT0ydcgvUpUkQQghumnuXL2u+GomOs4wOColgaNSE6IYmYiWkKm558MtjMtO4I9fmzaktzz2JkmCEEJ0Wtvu4RurtlHgsHNrcQ5v17fgMzXn56RyZmbKkP/UKCJ7c3UVW2rbueeSmcMqQQBJEoQQAoAtbi8XrdhKvMXguRmjKXQ5OD8nLdphiSgzTc09H25mbFbCkG0HvSuSJAghhqWVbW6Wt7rJc9gYG+fk6yu2AnQlCEIAvLWmmk017dx9yUwsw2wUASRJEEIMM37T5OrVJXzR3I4mvMXLZ2riLAYvzxrLmDhntEMUMcI0NXd/sJnRmfGcMQxHEUC2QAohhpn/lNfxeXM7HlPjNTVuUxMC8hw2JicM7WY9Yu+8vbaajTVtfPeEscNyFAEkSRBCDDNPVDXgNftucSzx+KnzB6IQkYhFO0cRRmXGc+a0oV0LYVdkukEIMawE+qmja6hwUycxfAVDJu+sreGtNVW0uANsqG7j7xfNGLajCCBJghBimDkzI4X7K+r6lF7Oc9jJddiiEpOIvmDI5IqHF7OivBm3P1xZUwGNHb7oBhZlMt0ghBg2TK2p9PnRgL2z5oHTUCRYDO6dNFLqIAxjb6+t7pEgQLiY1p/f3khThz96gUWZjCQIIYYFrTU/31zJa3Ut/Lgoh+I4B4ua2xnpcnBhThoZdnk5HM7eWl3VI0HYyWYxWLitgdOG6e4G+asQQgwLfymp5pHKeq4fkckPirJRSnFedmq0wxIxItFpw1AQaVlKnGP4vlXKdIMQYsj7d1kt/1daw6W5afxqdJ5MK4g+Lp5TiM3S9y3Raijmjk6PQkSxQZIEIcSQ9lRVA7/euoOzMlP4y/gRkiCIiCblJpESF164Gm83SHBYSHHZeOybcyImD8PF8B1DEUIMea/VNvOjDeXMS03kn5MKsUiCIPpx70dbqGn1cdfXp+OwWoh3WJg7OgO7dfgmCCBJghBiiJrf2MoN60qZnRTPQ1OLcBjD+8Ve9G9NZQv3frSFr83M52uzCqIdTkyRJEEIMeh1BEM8UlnPG3UtJFstHJ2awJ3baxgb5+C/04qJt1iiHaKIUb5giB89v5K0eDu3nzU52uHEHEkShBCDmjtkcsrSTVR4/V3lluc3tZFitfDsjNGk2ORlTvTvng+2sKG6jYevOoTkOCmm1ZuMvwkhBrXnqhqo7JYg7OQOhVDIGgTRv5Xlzfzr461cOLuA4ydkRzucmCQpthBiUHu3oRVPhM3tDsNgWWsHJ2ckRyEqEYtMU/PJ5joWbWskLd7G04vLyUp08IszJ0U7tJglSYIQYlDLcdhQ0KcXgwmkyVSD6OQLhrj8wcWs3dFChz+ERUFIwy/OmEiyS6YZ+hOV6Qal1A+UUmuVUmuUUk8rpZxKqTSl1HtKqc2dX1O7nX+bUmqLUmqjUuqUaMQshIhNR6Uk9EkQDCDDZmV2Ulw0QhIx6KmFZayuDCcIEE4QAP7z6TZM6f7ZrwFPEpRS+cB3gUO01lMAC3Ax8FPgA631WOCDzp9RSk3qvHwycCpwn1JKlioLIfiypYOfbKog1WrB1dmoKc4wGBPn4LkZo6Vwkujyv2UVeAJ9ezO0eYNsqm2LQkSDQ7TG4qyASykVAOKAHcBtwLzOyx8D5gM/Ac4BntFa+4ASpdQWYA6wYIBjFkLEkE8a27hydQm5DhvPzxhNus3KmnYPiVYL4+IckiCIHixG5OeD1kiRrV0Y8JEErXUlcCdQBlQBLVrrd4FsrXVV5zlVQFbnVfKB8m43UdF5TAgxTL1b38Jlq7Yx0mXn5ZljyHfacVoMDkmOZ3y8UxIE0ceFhxQQKU/ISLAzJith4AMaJAZ8JKFzrcE5QDHQDDyvlLpsV1eJcCziBJJS6lrgWoDMzEzmz5+/X7EON+3t7fKY7QN53PbNnj5uflPTGAwS0pBktbDacHAvcRQR4kcdzaxbUM26gx9uTJDn2r5pa2vnw3UbMTUcl2syO1OjAKVgVIbm448/jnaIMSsa0w0nAiVa6zoApdSLwFygRimVq7WuUkrlArWd51cAI7pdv4Dw9EQfWusHgAcAxo8fr+fNm3dw7sEQNX/+fOQx23vyuO2bPXncXqpp5AcbygkamqAGu1L4tebw5Hj+O20UidbhtTxJnmv75paH3uXDsgDXHTOK06fm8uX2RjISHJwyOQeXfXg9h/ZWNJKEMuBwpVQc4AFOAJYAHcCVwJ86v77Sef6rwFNKqbuAPGAssHiggxZCDKyOYIhbNpT3KJLk1xoDuDQvfdglCGLfPPtlGS9uDvC1mfn85NQJGIZi+oiUaIc1aAx4kqC1XqSUegFYBgSB5YQ//ScAzymlriGcSFzYef5apdRzwLrO82/UWvddoiqEGFIWtHRgVX0rIJjAG3XNXJiTFpW4xODx/roabntxNVMyLPz5gmkY/SxeFP2Lyu4GrfXtwO29DvsIjypEOv8O4I6DHZcQInbYd7H40CkdHUUvHb4gf3xzPS8tr8QfMplWkMKayham5Cdzw4QANos8Z/aFPGpCiJh0eEo8Qd13jXKcobg0Nz0KEYlYpbXmiocX8dySCjr8IQIhzdLSJgIhk79fPAOnVUYQ9pUkCUKImPR6XQteU2MB4g2Fy1A4DMXV+RkcnZYY7fBEDFlZ0cK6HW34Q2aP4zaLwfwNdVGKamiQwuZCiJjzZl0zN68v5YiUBB6YPJLPmtppC4U4JjWRkS5HtMMTMWZzTRuRZqd8QZPVlc2MkgaP+0ySBCFETPmwoZXr1pYyIzGOx6cWk2C1cG526u6vKIatUZkJEfsvOG0Gk3KTwWyJQlRDgyQJQoioCWnNZ03tVHj9TE900RIM8c01JUyId/LUtFEkyDZHsQcUEOiVJCgFDquFCw8pYMXisugENgRIkiCEiIqA1hyxcD2NgSCm1gS1JqRhVJyDZ6aPJlnaPIs98OnmOq7771Lykp1Mzk/mw/W1BE2TI0al87tzp5ASZ492iIOa/BUKIaKizOOnEj/di54o4LT0ZNLt8tIk+vp4Ux13vbuR0kY3E3ISOWpMBv/4YDOjMxN4/Jo5ZCU60Z07YqR/x4Ehf4lCiAHXHAjiNk16V0XTwEt1zfxsTF40whIx7M3VO7jluZV4A+EdDAu3NbJwWyPjsxN59tojSI6zAZIcHGiyBVIIMeACEeof7OQ3zX4vE8OT1prfvb6+K0Hozm5RXQmCOPAkSRBCDLhMu43tFmef4zalODMzZeADEjHNFzSpafVGvGxzXfsARzO8SJIghBhwL1Q38rQjBQPYuawszjDIc9j4YXFONEMTMchhNXDZIu90yUrsm2yKA0fWJAghBtSDFXX8YnMlk1WQhw6byqu1LWzz+DgsJZ5zs1JxSY190Utpgxu71aDD33MVi8tm4ebjx0QpquFBkgQhxEGhteb9hlZerGnCqhRfz0nli+YO/q+0hjMyk7morpSiOCffLZJPgqJ/C7Y2cP2TS1HAeTPyeGddDaapsVkNvnfCWC48ZES0QxzSJEkQQhxwWmtuWl/GW3UtuDsXIr5U00QQuDQ3jb+MH8GnH5dGN0gR855ZXMYvXl5DUUY8D115CCPT4/EHTZrdftLi7Vhl1OmgkyRBCHHALWl190gQAIKABfjOiEwssk1N7ELI1PzhzfU89FkJx4zL5J/fmEmSM7yDwW41yEqS0aeBIkmCEOKAe7++BU+ErYxWQzG/sZ2x8a4oRCVikWlqKps9xDuspMXbafMG+O7Ty/loYx1XzS3iF2dMlBGDKJIkQQhxwCVYLViBQK/jFhTx8oIvOn2yqY5bX1hJqydAyIRpBck0uf1sb3Dz+3OncNnhI6Md4rAnSYIQ4oCblODqkyAAaDSnZyYPeDwi9mypbee6/y7FE/hqx8KS0iYMBY99cw5Hj82MYnRiJ0kShBD75bmqBv66vYYqX4DRLjtnZ6VyX3ktqVYL7lAIm2GgABN4cHIRKdK4SQCPfrEdf7B3Ye7wmoNUacoUM+SvVQixzx6rrOfXWyrxdLbp3ej28dft1Yx02nll1lgSLAafNrVhUYqjUxOlBoLoUtrQQShCdW6bYVDd4mVKvow4xQJJEoQQ+8TUmj+XVHUlCN3FWQxyHOHV6KdJmWURwdisBD7bXE/vZ48vZEqCEEMkSRBC7BN3yKQ1wnAxQKnHP8DRiMFCa80zX5bz5KIylAJDQahzI4zLZuH8WfnkJMsWx1ixyyRBKbVqD26jTmt9wgGKRwgxSMRZDBzKIKj7bnUsdMmcsuirzRvgthdX8/qqKo4em8HPTp/I04vLeH9dDQlOK988spiLDpUKirFkdyMJFuD0XVyugFcPXDhCiFi0us3NI5X11PgCnJSexNdy0vhXWS0dpomCHkPGLkNx26jcaIUqYtSqimZuemo5lc0ebj1lPNcfOxrDUPz2nCn89pwp0Q5P9GN3ScJ1Wutd1k5VSt1wAOMRQsSYF6obuXVjOT5TYwKfN7Xz66078Jqai3JSGR/n5J/ltTQGQhQ4bPxqdB6nZMicsgjTWvPw59v501vryUxw8Oy1h3NIUVq0wxJ7aJdJgtb6s93dwJ6cI4QYnDwhk59squixONGrNWg4NyuFf0wMF7u5YWQ2QVNjNaTc8nBW2+alusVLcUY8iU4bTR1+bn1hFe+vr+HEidnceeE0UmR746CyRwsXlVJnAr8DRnZeRwFaa510EGMTQkTZmnYP/W1aLPP2XJwoCcLw5fGH+N6zy/l4Yx02i0EgZHLWtFw+39pAQ7uf28+axFVzi1DSs2PQ2dPdDX8Hvgas1lpH2NkqhBiK4g2FL8IWR4Bkq2WAoxGx6ucvrebjjXX4gia+YHgh6wvLKkmPt/O/6+cytUCmnwarPU0SyoE1kiAIMXxs6vDyiy2V+CP82ccZBtcUSNlcAW5/kNdXV+EP9t3lkuyySYIwyO1pkvBj4E2l1MeAb+dBrfVdByUqIcSAaA2GeKe+BXfI5Li0RApdDjwhk3+U1nBvWS3xFoPbinN4ckcDDcEQBuDXmusLszgxXWYbBbR7g9DP58dmT6QOHmIw2dMk4Q6gHXACsupEiCFgfmMrV68uwVAKU2t+BZyRkczSVjelXj8X5qTyq9F5ZNptfHdkNktb3TQEgsxOiifDLnXYRFirN9CnaiKEiyQdPkp2MQx2e/qXnqa1PvmgRiKEGDDukMk1a7Z37lr46iX+xdpmChw2XpgxmqNSE7uOK6U4JDk+CpGKWBUImTzwyTb+8cFmbBYDMAl0NmOwGgqnzcKPTh4f3SDFftvTJOF9pdTJWut3D2o0QogBMb+xlf7WmR+TmtAjQRDDW1mDmwXb6kl22Zg3PgunzcKqimZ+8r/VrK9q5bQpOfzm7MlUNHv41/ytbK/v4NCiNK6fN5oRaXHRDl/spz1NEm4EfqyU8gEBZAukEINaQGv6W4cc7Dd9EMOJ1po73ljPfxeWYiiFxQCl4MSJ2byyYgcZCQ7+fdlsTp2SA0BWkpP/XHFIlKMWB9oeJQlaa/lYIcQQMisxLnL3RsPg3KyUgQ9IxJz5G+t4anFZ15bGnV5avoOLDx3BbadPJNlli1J0YqDssrm7UipndzewJ+cIIWLHdo+Pb6zaBoBVhf8pwgnCqRlJHJcmnwkEPLWoDLe/b5dPp83ggtkFkiAME7sbSXgTmHUAzhFCxIAvmtq5Zk0JAM/NGE2ew84L1Y10hExOyUjmiJR4qYonAPD20wbcahh9RhfE0LW7JGG6Uqp1F5crYFeXCyFixJM7GvjJpnKKXQ4enzqK4jgHAD+Wjo0igrwUV8TjptbMHpk6wNGIaNldgyepuyrEIOM3Td6tb6XKF2BWUhzTE138dmsVD1TUcVxaIvdPLiJJSiqLfnj8IW5/dQ3PLakgyWklEDLxBEyshsJqUfz1gmk4bfL8GS6kIooQQ8g2t49zlm3GY5r4TY0FcFkMGoMhvl2Qwe2j86URk+jXltp2bnxyGZtq27j5+DHcdNwYPt1czwcbakmLt3Hh7BEUZUi9jOFEkgQhhpBr126nPhDsUQHPEwxxRkYyvxtbELW4ROx7ZUUlt724GqfNwqNXz+HYceHeHCdOyubESdlRjk5Eyy6TBKXUm8ANWuvtAxOOEGJfVfsCbO7wRiyRu6HDO+DxiNi0oryZRz4vobbVx/ETsjhvVj5/e3cTTy8u49CiVO65ZBY5yc5ohylixO5GEh4F3lVKPQb8RWst3TqEiFFBrVEKImUJQWngKoDnlpRz+ytr8QZDaA1Lyxr5yzsbCIQ03zl2ND86eRxWyy53xothZncLF59TSr0B/ApYopT6L2B2u1y6QAoRI3LsVuzKwEvPrWsOQ3F+tqxGH+68gRC/fnUtnsBXzw9/MJw8njczj5+eNiFaoYkYtidrEgJAB+AAEumWJAghYkNbMMR31pbSGgphU2ABvBriLQZFTjs3FmZFO0QRZWt3tGL0UwNjS23HAEcjBovdrUk4FbgLeBWYpbV2D0hUQog9VurxcfmqErZ5vPxlXAFnZaXwv+pGyr0B5qTEc0p6suxoECQ5rfj7KYKUFm8f4GjEYLG7kYSfAxdqrdcORDBCiF2r8PpZ2+6h0GlnYoKLhc3tfHNNCaaGZ6Z/1d75WyNk5EB8pbrFy5/f3og/1DdJcNksXH1k0cAHJQaF3a1JOHqgAhFC9C+kNT/YUM4rtU3YlSKoNVl2Gzt8AUa67Dw+dRSjOisoiuHJNDWPflHCfz4tocUT4JCRqdx2+kSWljbx57c2EDBNbjpuDG+t3kFVqw+LUvhDJjcdP4Z54yWpFJFJnQQhBoEHK+p4rbYJn6nxdW5fKPX6SbdZeWPWWJJt8qc83P3ujXU8s7i8a2HiJ5vr+ezuTzE1HDkmnT+cN5WR6fH88ORxrN3RSmOHn+kFKSTHSaMm0T95ZRFiEHiooj5ia+eWQFDWGwia3X6eXFTWZ82BqWFOUSpPXHNYV+MupRRT8pOjEaYYhGRDrBCDQEcockc+Qym8IamBMNyV1HfgsEZ+OW/1BqWzp9hnkiQIMQiMi4tcAS/faSNNmu0Me/mprog7FwwFY7MSohCRGCokSRAihoW05g9bd7CgpQOrAnvnB0KrApdhcNeEQvmUKMhKdDI6s28y4LAafGfe6ChEJIYKWZMgRIxqCgS5YV0pHzW2cWluGj8qyuGZ6kYWNncwNs7BNQWZFMuOBgG8tbqK9dWtFKbFUdPqIWjCiDQXd5w7lcl5sv5A7DtJEoSIQevaPVy9uoQdvgB/HV/A5XkZAPygKCfKkYlo8wVDPPxZCc8tqSBkag4vTuPllTuYVZjKk986DKuh8AVN4h3y8i72nzyLhIgxL9c08YMN5SRbLbw0cwyHJMdHOyQRQ658eDErypvxBsJrEMoa3dgtBv++bDbOzvUp0qRJHCjyTBIiSloCQZ7c0cC9ZbWsanMTNDW3b6nkO+tKmZbo4t1DxkmCIHro8IdYVdHSlSDsZBiwqqI5OkGJIU1GEoSIggXN7Vy2ahtag1+b/BVItFmp8wf5Zn4Gvx6Th92QHF705PEHI+5i8AZMlpc1c8LE7ChEJYYySRKEGGBBU/PN1SV0dKujHwS8/iBX52fwh3EF0QtOxDSbxcBuMQn2KqzlslnITYm8TVaI/SEfVYQYYEtbOwjoyAWQSj2+AY5GDCYWixVfhOJZVovirOl5UYhIDHWSJAgxwEyAfpIEKZ4o+tPiCfC3JV4MBQWpLhxWA4fVYHRmPM9cezhJTunBIA48mW4QYoDlO2wR+zDEGQYX56ZFISIR61q9Aa54aBFlbSYPXHEIJ0zMprrFS0hr8lNc0Q5PDGGSJAgxgL5oaufatduxGQqL1hhK4TM1LsPg2LREzs5KiXaIIsaEE4TFrKtq5aaZjq7FiTnJsgZBHHySJAgxALTWPFBRx2+37qDY5eDFmWNItVl4pbaZJn+QY9ISmZMcLyWWRQ9t3gBXPryYNZUt3HfpLOx1G6IdkhhmJEkQ4iDrCIa4ZWM5r9Q2c3pGMv+YWEiiNVz05lsFmVGOTsSqdl+QKx9ezOqKFv75jVmcPDmH+fMlSRADS5IEIQ6ibW4fV68pYXOHl5+PyuWmwiwZLRC71e4LctXDi1lZ0cK935jJqVOkHLeIDkkShDhI3q1v4cZ1pdgMxTPTR3NMWmK0QxIxyDQ1H2yo5bWVO3DaDM6cnsc9H2xmeXkz91wyk1On5EY7RDGMSZIgxAEW0po7S6r5v9IapiW6eGhKMSOc9miHJWKQ1pobn1rGx5vqcPtDALywtAIN/POSWZw+VRIEEV2SJAhxAHVv73xJbhp/HFuAU5rtiH58vqWhR4IAYGqwGorpI6TFs4i+qLx6KaVSlFIvKKU2KKXWK6WOUEqlKaXeU0pt7vya2u3825RSW5RSG5VSp0QjZiF2Z3Wbm1OWbOKzpnb+Or6Au8aPkARB7NJ766p7JAg72SyKTzfXRyEiIXqK1ivYP4C3tdYTgOnAeuCnwAda67HAB50/o5SaBFwMTAZOBe5TSlmiErUQhIeIS9w+NnV40Z2VE5+rbuSsZZsJaM0rM8dweV6GLFAUu5XgtGGJ8DQxlCLOLi9zIvoGfLpBKZUEHANcBaC19gN+pdQ5wLzO0x4D5gM/Ac4BntFa+4ASpdQWYA6wYEADFwLY2OHlm6tL2OHzo1AkWQ0mmk4+Wl/G3JQE7p88kky7lMcVe+a48Znc99GWiJedKB0dRQyIxpqEUUAd8IhSajqwFPgekK21rgLQWlcppbI6z88HFna7fkXnMSEGlDdkct7yzTQFQoTHDzRuv0m1cnJVXjq/H1uA1ZDRA7FndjR7+PELq7BaFGhw2CyABhT/ueIQ4h2yZExEn9L9NJo5aL9QqUMIv+kfqbVepJT6B9AK3Ky1Tul2XpPWOlUpdS+wQGv9ROfxh4A3tdb/i3Db1wLXAmRmZs5+7rnnDv4dGkLa29tJSEiIdhgxqyUYotzrx9Sw3WLnFUcKfqW41NPIbBtk2uVFfW8M5+dbTYfJX7704g5qbpntZHSKQbsviEKR4LDS30zVcH7M9oc8brt33HHHLdVaH9L7eDRe1SqACq31os6fXyC8/qBGKZXbOYqQC9R2O39Et+sXADsi3bDW+gHgAYDx48frefPmHYTwh6758+cjj1n/Hqyo4y9bKvH3yqvzzABriqfxm7EywLU3huvzbWN1G7c+tAjTsPL89YcxJX/PdzEM18dsf8njtu8GPEnQWlcrpcqVUuO11huBE4B1nf+uBP7U+fWVzqu8CjyllLoLyAPGAosHOm4xvGmtcYfMPgkCgKFgbqp8ShF9bapp4/evr+PL7U0kuaycPiWHl5bvwG41ePa6IxiXLQW2RGyL1vjozcCTSik7sA24mvBOi+eUUtcAZcCFAFrrtUqp5wgnEUHgRq113z1DQhwk5V4/P91YwQeNrSRZDXwhE19nsuA0FA7D4MT0pOgGKWJOeaOb8+77HLcvvIbFEwjxyBelxNstvHLTkYxMj492iELsVlSSBK31CqDP3AfhUYVI598B3HEwYxLDm9aaLW4fSsFolwOlFEFT82BFHX8uqUYp+O2YPK7Iy+DZ6kae2NFAQGsuyE5lTEkTFtnuKHq5/5Ot+AImvQefAiGTBFmUKAYJeaaKYW9Fq5tvry2hwR9Co8my2/hJcQ7/Lq9jVbuHE9OT+OO4gq7SylfmZ3BlfkbX9eeXrI9W6CKGrShvJmj2nZ9y2Cxsq+8gPcERhaiE2DuSJIhhrSUQ5MIVW2gLmV3HSr1+blhfRobNyv2TR3J2ZooURhJ7bUxmAmsrW/uMJPiDJiNS46ISkxB7S5IEMay9WtdMMMJiRKuCW4qyOScrte+FQuxGIGTi9of6JAhOq8G8CVnkJDujEpcQe0sKy4thrdYXxGOafY5rDe2hvseF2J1Wb4CrH/mSd9fVcP6sfEZlxGFRCofV4ILZI/j7RTOiHaIQe0xGEsSwlm6zoKDPJz6HYTAnWVafi71T2ezh6kcWs62ugzsvnM4FswsA8PhD2K0GFqnIKQYZSRLEsBQ0NfeU1fC37dXYVDhN2FkDwWUoDkmO4zBJEsQudPiCbKhuIyPBzsj0eNZUtnD1o1/iDYR47JtzOHLMV4tbXdKsSQxSkiSIIa0lEOT/Smt4rbYZm6G4PDedkzOS+cGGMpa0ujkvK4XfjMnj5dpmnqlqRCn4Rm46V0gXR7ELD31Wwl/f2YDVMAiGTPJTXexo9pIWb+fJbx0mRZLEkCFJghiyvCGT05ZupsLrx9/Zo+RPJVX8YVsV8VaDf00ayXnZ4YWJ147I4toRWbu6OSEA+GRTHXe+sxFvwATC61a21nUQZ7fw0o1zyUqURYli6JAkQQxZr9Y1U+0LdCUIAAEdXq17/6QijpMqiWIf/OfTbXgCfYu+hkImvoAsdhVDi+xuEEPWwuZ23BF2LtgVVPoCUYhIDAW1rb6Ix21WC01u/wBHI8TBJUmCGLIKHXYiLRezGgZ5DtuAxyOGhmPHZRJpk4KptaxFEEOOJAliSNrh9fNuYyu9B4UtQIrNwrFp8mIu9p43EGJjTSumBku3RMFls/Dz0yfitMkuBjG0yJoEMeh5QiZ2Q3U1WXqvvoXvbSjDa2p+VJTN/2qa2eHzozVMT3Txr8lF0pBJ7DW3P8h1/13Kp5vr+elpE2j1BPh4Ux05SU6+dfQojhidHu0QhTjgJEkQg9ZnTW38dFMF29w+7IbiopxUHIbBAxX1TE5wcv/kIsbEOflhUQ7V/gA2ZZBhl6e82Htt3gDffPRLlpY29SiS9ONTJ0Q5MiEOLnnFFIPSunYPl6/ahqezy57X1Dy+oxENXJmXzm/G5OO0hGfTlFLkOuxRjFYMZk0dfq58ZDHrdrRyzyWzOGNabrRDEmLASJIgBqV7Smvw9WrDq9nZmCmnK0EQYn/Utnm5/MHFlDR0cP/lszlhYna0QxJiQMkrqRiUNrZ7iLQj3WUYlHtlG5rYfzuaPVx0/0LKm9w8ctWhkiCIYUlGEsSgorXm06Z26iIUswHwm5pRcY4BjkoMdq3eAP9bUsHqyhYm5iZx+Kg0vvPEMlo9Af57zRxmj0yLdohCRIUkCSLmrG/3UOcPMjXRRartq6foZ01t3FlSzcKWDjLtVuxK9aim6DIUF+emkWaTp7XYc+WNbs6593M8/hCeQAj76h0EgppEp5Wnrz2cKfnJ0Q5RiKiRV1MRM2p9Ab6xahtb3T6sCvxac3NhNnNTEvjr9ioWNHeQY7dxx9h8Ls1NZ5vHx6+3VPJlSwfJVgvXjcjiuhGZ0b4bYpD59WtraXb72bnExR8Mf1OcES8Jghj2JEkQMePqNSVsaPcQ7Hbsru3V3Alk2a38fmw+l+Wmdy1KnJTg4rkZY6ISqxg6Pt1cT681sACsrmzBNDVGpPKKQgwTkiSImFDu9bO2V4IA4R57RU47H82ZgEt2LIiDwG4x8Af7LoO1GAqpuSWGO3nVFVFnas1nja0EdYSPc4DDMCRBEAfNUWMy+hyzWRRnTstDSZYghjkZSRBRs77dw4s1TbxY09RvV0a7UpycIS2dxcGxZHsjn2yuw2E1UNA1tTAqM57fnDM5usEJEQMkSRADqsLr56XOxGB9hxeLgnmpSfxsVC5e0+QXmyvxmhoNOA1Fms3K9YVZ0Q5bDEFfbm/kqocXk5Pk5MlvHUZNm49NNW2MzoxnVmGqjCIIgSQJ4gD5X3Ujd26vpsoXYHy8k1+OzuOo1HCnxaZAkNdqm3mxpomFLR0AHJIUxx/G5nN2VmqPfgqTEuJ4sKKWSm+A49KSuCo/nWTZ0igOsEXbGrj60S/JSXby9LcPJzvJSW6KixkjUqIdmhAxRV59xX57rLKeX2+p7OqjsLLNw6Urt3JjYTZrOzx82NBGQGvGxjn4SXEOX8tOZaQrcsGjmUlx3DupaACjF8PNwm0NXP3Il+SlhBOErCRntEMSImZJkiD2i6k1f9xW1ZUg7OTTcFdpDTl2G9cUZHB+dipTElwyhCui6out9Vzz6BIKUl08+e3DyEqUBEGIXZEkQeyXlmCIjmDkEskuQ7F07iQskhiIKAiETBZsbaDdF+Sw4jQ2Vrfxzce+pDAtjie/dTiZiVK+W4jdkSRB7LOVbW4eKq8j8r4EKHY5JEEQUbF2RwuXP7QYf2cC6w2E6yCMzkzgyW8fRkaCJAhC7AlJEsRe8Zkmr9U283BlPcta3cRZDGYkuljf7sHXbcbBZSh+Oio3eoGKYSsYMrny4cU0dvTsBqqAH586XhIEIfaCJAmiS0Br7iurxWeanJyRzOQEV9dlFV4//93RwBM7GmgIBBntcvD7sfl8PSeNRIvBPaW1/LO8lo5giEy7jV+NzuXkDKl7Lwbe4u2NXSMH3Wng9VVV0vJZiL0gSYIA4PnqRqo7vPx1WxUhrbm7tIbLc9M5KSOZhyvreae+BYCTM5K4Oj+To1MTMLpNJXy3KJubRmbhMzVOQ8kCRRE1bl/kNTIAbd7ehb+FELsiSYKgMRDk1o3l3KLpar3sMTX/qazngcp60mwWbizM4or8DEY47f3ejqEULoskByK6Di1OwxvomyjE2S2cMS0nChEJMXhJkiD4oKEVC4pmZelxXAPHpCbw+NRRXZ0XhYhlWmse/Xw7QVNjKNA6/DyOs1uYnJfEmdPyoh2iEIOKJAmCSq8frzb5V1xmj+MGMDbeKQmCGBRMU/Pb19fx6BfbOX9WAVccMZJnvyyn2ePn1Cm5nDYlB5s8l4XYK5IkDFNaaz5raufeslrmN7UBcFigg0X2hK5zHIbi/KzUaIUoxB4LhEx+9PxKXlmxg2uOKubnp0/EMBTTpcyyEPtFkoQhqikQpNYfpNBp79FmOWhq3qhv5t6yWla1eci0W/n5qFwybFbqly1mpTORkNZYlOLbBZnMSo6P4r0Qoq+Qqfl0cx2ba9oZlRnPnKI0bn5mOfM31nHrKeO5Yd5oWTgrxAEiScIQ4w2Z/HBjOa/XNmM1FFrDLUXZXFOQyTPVjfy7rJZSr59RLgd3jh/BBdmpXdMJ728MN2bymZqT0pMYGy8la0VsaXEHuPD+L6hs8uAPmdgMRUiDP2jyh/Om8o3DCqMdohBDiiQJQ8xPN1XwRl0zPq3xhcI7Ff5cUs0/SmtoC5nMSorj9jF5nJKR3KcaolUprinIjHSzQsSE37+xjpL6DgKdz+2dX2cUpEiCIMRBIEnCENIRCvFSTRM+3bPZUkBrHChemjmGw5PjZShWDFpvrK7qSgy6W7OjBa21PLeFOMBkqe8Q0hY06e810mkYHJGSIC+iYlALmX0rKULnVse+uYMQYj9JkjCEZNgsWCIcV8ChsgBRDHK1rV6SnLY+xy1KcfS4DAxDEmAhDjSZbhgi3CGTn2wqp8PUGMDOz1sWwGUxuE2aLYlBYnt9B/d+tIXl5c2MyoznxnljqGvz8eP/raLDFyTZZcUfNPEETOLsFuIdVu44b2q0wxZiSJIkYRDyhkx8pkmS1YJSim1uH9esKWFDh5dbi3I4NDmOe8pqKfX4OTQ5nluKshkdJzsVROzbWN3G1+77HE8ghKlhS207H6yvJWRqJuYmcc8lMyhIjePtNdVsqG5lTFYiZ0zNxWWPNIYmhNhfkiQMIu3BELduLOeNuhZMNCOdDi7ISeW+slqsSvHUtFEcl54EwDFpSVGOVoi998e31uP2h+i+vCBkahIcVl664QictvBL1rkz84H8qMQoxHAiScIgcuXqEr5s6ehqwrTV4+PPJdVMjHfy+LRRu2y+JMRgsHR7E5HWH3oDIXxBTYQlCUKIg0gWLg4SW9xelrV+lSDspIDZSXGSIIghIdkVOQuwGAqXTaYUhBhokiQMEmUeP7YI2xc14REFIQa75WVNdPiDfY47rQYXzC7AbpWXKyEGmvzVDRITE5x4I+wRtyvFnCTZ3igGL601//lkGxf+ewFxdivnzczHYTVIcFixWw1OmpzNr86aFO0whRiWZE3CIGGgcBgG/pDZ7RjEWQwppSwGraYOPz96fiUfbKjllMnZ/OX86STH2fjNOZMpa3CTk+wkI8ER7TCFGLYkSYhR3pCJ1zRJtlqo9Qf52vIthDRcnZfOew2ttIZM5qUm8vPRuWQ5ZDWXiG0tngD3fbSFN1dX4bBZuOywQvxNIW67+1Ma2v385uzJXHHEyK6KoElOG1Pyk6MctRBCkoQY032bowZyHVaCGpqDIZ6ePorDUhL4Y7SDFGIveAMhzr33cyqb3Pg7+y78/o31mKZmRHoc/7t+LlMLJCEQIhZJkhBjrlpdwuJu2xzLvAEA7p1UyGEpCdEMTYh98trKHdS0ersSBICgqZmQbPKni2ZIgiBEDJOFizFkq9vLkgjbHC3AouaO6AQlxH5auK0Btz/U5/iZhZrNte1RiEgIsackSYgh/W1zDAGb3d6BD0iIAyA/2UWk3ktKQU6ylAsXIpbJdEMMmZDg7DOKAOBQikNlm6OIcVprVla0UNboZlJuImOyEqlocvPRpjrMXk9ri1JYDcXc0RnRCVYIsUckSYghuQ47X8tK5bnqRnYOzhqEuzh+S7Y5ihjW7PZz6YOLKKnvwFCKYMhkXE4i2+s7MDV8/8SxPL+kgoYOH6aGyXlJjMr0Y5H2zkLENEkSYszNI7N4prqRBIuBoRTHpibyC9nmKGLcT/+3ik3VbQS6DRmsqmghO8nBc9cdwcj0eL53wlgqmjw4bAZZiU7mz58fvYCFEHtEkoQYUe0LUOH18/iOemxK8dlhE8mRxEDEuG117by2cgfvrqvpM6UAYJqakenhqTKlFCPS4gY4QiHE/pAkIco8IZOb1pXyfmMrVqDD1EyMd5Jll/8aEdv+8+lW7nxnEyFTR0wQAHzBvqXEhRCDh+xuiLJfbK7gg8ZWfKamo/OVtsTt5ZHK+ihHJkT/yhvd3PnOJnxBk2A/GYJFwfETsgY4MiHEgSRJQhT5TZMXaprw9nqR9Wr4d3ltlKISYvfeWVtNP4MHADhtBqnxdn5y2oQBi0kIceDJmHYUeU1NKMKWR4CmQN/iM0LECkMpIu1LMBSMyUrgwtkj+PqhI0h2yboaIQYzGUmIokSLQb7D3ue4Ag5PlroIInadMiUn4nGbxeD+yw/h28eMkgRBiCFAkoQoUkrxl/EjcBlffSqzAPEWg1+NyY9maELsUn6Ki6/N7PkcNRR8/8RxFGdIgivEUCFJQpQdm5bIa7PGclRn86bj0hL54NDxjIuXcrUidi0va+KlFZU9jlkMxeKShihFJIQ4GCRJiAFTEuP42eg8AK7Iz2CkyxHliITYtX9/vBVfoOf2xkBI88XWBqpaPFGKSghxoEUtSVBKWZRSy5VSr3f+nKaUek8ptbnza2q3c29TSm1RSm1USp0SrZgPJkdneVp/fxvOhYghZY3uiLsb7BaDqhZpRibEUBHNkYTvAeu7/fxT4AOt9Vjgg86fUUpNAi4GJgOnAvcppSwDHOtBV+0LALCkpaPffedCxIo5RWlYI/RdaPMFeWt1FW5/MApRCSEOtKgkCUqpAuAM4MFuh88BHuv8/jHg3G7Hn9Fa+7TWJcAWYM4AhXrQmVpz87pSrl69DYBHKuuZtWAtW6U1tIhh1x07mji7JeI2yMcXlHLx/QsxJdkVYtCL1kjC34EfA90nNbO11lUAnV93lmrLB8q7nVfReWxIeL66iTfqWvB1vp76tKbOH+Tq1SXRDUyIXchLcfH6zUdzeHFan8t8QZOtde18srkuCpEJIQ6kAS+mpJQ6E6jVWi9VSs3bk6tEOBbxI4pS6lrgWoDMzMxB0WWu1e3j+yETL4q7EnI4wdfKYYEOVAe8+2E19gFspdve3j4oHrNYM5wft/PyfByZEMRvwsObLFgVXFgcIskepHbTcuZX9b8Idzg/bvtKHrN9I4/bvotGxcUjgbOVUqcDTiBJKfUEUKOUytVaVymlcoGddYkrgBHdrl8A7Ih0w1rrB4AHAMaPH6/nzZt3kO7CgfPbxRtY1/HV1MIHjiQ+cCQRbzF4fdZYJia4BiyW+fPnMxges1gznB+3F5dVcN+Xa3D7v6oQ+p+NVpw2gzvOncy82QX9Xnc4P277Sh6zfSOP274b8OkGrfVtWusCrXUR4QWJH2qtLwNeBa7sPO1K4JXO718FLlZKOZRSxcBYYPEAh33QnJuVijPCaIHLMBgvtRJEjDttSi4Oq4Hq9RT2BUxGZyZEJyghxAETS3US/gScpJTaDJzU+TNa67XAc8A64G3gRq31kGlscM2IDEa7HMQbX/1XOJXivkkjMXq/8goRY1x2Cy9cP5fJuUnYLQZ2i2JMZjzpCXaueHgRy8qaoh2iEGI/RLXBk9Z6PjC/8/sG4IR+zrsDuGPAAhtA8RYLbx0yjjfqWninvoX/b+++o+Oq7rWPf/c09V6wLNmWLNuyMRgDtrEpiSkJkEYu4Sb0ElpCEiAJcEPafVPIBRIIJPeGhE5CbwmQEGpIgWBTbMDdsi3ZarZ6b6M5+/1jBpDskXHVmRk9n7W0NLOl0fppWzp+tM8uf2ps5/ySfD6Wm+F2aSK7pLwgnT9ffgwt3QMA5KUnUdPay9l3LeXsO5dy57nzOHJavstVisieiKWRhHEr4PHwHwfk8NvZpRySkcJbHT1ulySy2/LSk8hLD09UnJSbymOXLmJSTirn3/smL67e5nJ1IrInFBJizAm5mbzd2ctjDa3U9w+6XY7IHivMTOaRSxcyqyiTr9z/No+8uYW7/rWJs+5YwjcfeYc+HYcuEvNcvd0gIzUPDvHHxnYscPW6GizwxaJcbphRovkJEpeyUwM8cNERXHDPG/zXEyvweQxDjsVjYNrBIR5/u5bTdrICQkTcpZGEGHLZ6mo294Xv6/Zby4C1PL61lQfqdbKexK/0JB9HTsvDY/hgy3HHhncb/eFTK+nXiIJIzFJIiBGtwSGWtPew/eWyz7HcWdvsSk0i+8rf1jQRbZdmjzGsqu8c+4JEZJcoJMSI3pDDaJsrdoX0l5bEt9y0wA5ta9sNIceSleJ3oSIR2RUKCTGiOMlPjn/HKSJe4MT8zLEvSGQfOv+oUlL8Iw9vfa7WQ0FGEtMKtemSSKxSSIgRxhhumTmZFI8ZMZs0zevhW6UTXKtLZF84tqKQyxaXk+TzkJHkI8XvITMAnX1BtrT0ul2eiIxCqxtiyMdzM3hpfgV31TazqbeftT39+Iwh26d/Jol/3zh+OucsmsI7Ne3kpSWx6t23uf7tIc6/9w3++NWjyErVbQeRWKORhBhTnprMz2aU8PDcafy8YhK1A0Ee3drqdlki+0R2aoDFFYUcXJLFhDQPt58zj9rWPi69/y0Gh5yP/gIiMqYUEmLYCXmZHJqRys3VWxl0dAGVxLOgLJcbT5vDkk2tXPvkCqyNegq8iLhE49gxzBjDNWUTOOO9TTzU0Mp5xdr/XhLP5w8tprqlh1teqiQzxYfjWDa39LKoPI/TF0zW6gcRFykkxLjFuRnMz0zj1s3b+NKEXJK9GvyRxHPF8dN5s6qVe16rxhiwFpZUtXD3a1X85fJjyI+cCSEiY0v/48S490cT6geCXLSyim+v3cKT29p0+0ESTmVjFxAOCAD9QYfW7kF+/XKli1WJjG8KCXHAE3l7qbWLBxpauXptDZ98az09Q9pkSRJDbVsfnf1DO7QHHasTJEVcpJAQ4xxr+dqaLQwfN+hxHKr6BvhtTaNrdYnsS2lJPkYbHEtP1l1REbcoJMS4TX0DdEYZMRhwLH9sbB/7gkT2g9y0APNKc/BF2Zv8UwcXuVCRiIBCQswLGIND9GVhyaMd9iASh351xqFMPyCd1ICX9CQffq8h2e/h/iWb2dDY7XZ5IuOSxvFi3OSUJKamJLG2p3/ELQcvcE5Rnltliexz+elJPHv5Mays66Sho4+DirPoHRzi9NuXcMYdS3j4koWUF+icB5GxpJGEOHDXQWUUBnykez2kegxeIAR0a4WDJBhjDAeXZPHJ2ROYmJ3CtMIMHrp4IY5jOeP2JWxq0oiCyFhSSIgDZalJvLVoNr+dXcpPppfw0vwKPl2QxU83NvBic4fb5YnsV9MPyODBixcScixn3LGEquYet0sSGTcUEuKEz2M4IS+TsybmMSs9hV/NmsxB6Sl8dfVm1vb0uV2eyH5VMSGDBy4+gmAoPKJQraAgMiYUEuJUmtfLfQeXker1cO57VbQM7rjGXCSRzJyQyf0XHsHAUIgz7ljCX95r4PKHlnPmHUu459UqevU7ILLPKSTEsYnJAe49qIxtg0EuXFmlXRgl4R04MZP7LzqC9t4gX39wGU+/W8+/N7Zww/Nr+eyvX6VnQEFBZF9SSIhzh2Wl8cuZk1nS0cO162t1ip4kvNK8NEJ25MLg/qBDXXsfD72xxbW6RBKRlkAmgFMPyGF9Tz+3bN7GkLXU9A/SNeTw2YJsLizJJ83ndbtEkX3mvdoOAl4vg0MjRw36gw7PrdzKRcdMdakykcSjkJAgrimbwFONbTyyte2Dtsrefh7b1soL8ypI0emRkiAyU3w4o4yY5aYHxrgakcSm/zkSxLbBILV9gyPa+h1LXf8gT25rG+VVIvHnwKJMJmQms/2Gox4D5y6c4k5RIglKISFBvNnRS1KU0YJex/JSS6cLFYnsH8YY7vvyAibnppIa8JKR5MPrMTgW/lXZ7HZ5IglFtxsSRL4/+j+lF5iY5B/bYkT2s0m5qbxy1WJW1HXQ1hvkkJIsbnphPb/75yYm56Vy1hEaURDZFxQSEsTC7DSy/V56Q86IMx4c4FMFWW6VJbLfGGOYU5L9wfP//uyB1Lb18sOnVlGcncLiikL3ihNJELrdkCA8xvDE3GlMT00mxWPC5zx4PSR5DFevq6VhYPCjv4hIHPN5Pfz6zMOYcUAGlz2wjPPuWsohP3qBo2/4G3f+axMhR8uDRXaXQkICmZKSxD+OmMmL8yt4fO401h19MI/Pnca2wSCnLd/I1oGg2yWK7FfpST5+ftoc+gZD/KOymY6+ILVtfdz0wnq++8cVbpcnEncUEhLQtNRk5mam4vcY5mWl8dCcqWwdDHLaOxvYpqAgCe6vKxvwekcufegLhvjT8jq2dvS7VJVIfFJIGAcWZKfz4Jyp1A+Eg0KjgoIksLeq2xgK7XhrIeDzsG5blwsVicQvhYRx4ohIUKgbCPKFdzbQNKigIIlpWmE62w0kABAMOZTkpIx9QSJxTCFhHFmYnc79B0+ltj/IF5ZvVFCQhPTlo8sIRNmK/ODiLMoL0l2oSCR+KSSMM0fmpHP/nDJq+gc47Z2NvNLcwRVrtnD+ik20DYUIaga4xLnygnTuuWA+pXmp+L0GX2RrRgUEkd2nfRLGoaNyMvjDnKmc8e4mzlxR9cFpevP6B/nCOxt4Yu40/NvveSsSRxZOzeOVqxbT3hskJeDl+r+u5d5/V3PqYSUsKMt1uzyRuKGRhHHqwPQUwI44btexsLKrj6cbddaDxD9jDDlpAZL9Xq4+sYKSnBS+88R79AdDbpcmEjcUEsappe3dJHtG/vN3GC+9jsMzTe3uFCWyn6Ql+fifUw9mU3MPt75c6XY5InFDIWGcSvd62X72wT0peQBk+3QXShLPMdML+OK8Em7/5yZW1nW4XY5IXND/BuPUoux0kj0eukMfnvSQjKUXKAzox0IS0/c+dSCvrGvim4+8w6fnFNEzMMSxFYUsKs/DGM3DEdmeRhLGKZ/H8MjccvL9PtK9HjK8Hs7va2ZaShK/2tLI9ytrGYqsdAhZy6DjfMRXFIl9Wal+Pj93IpWN3fzq5Uru+FcVF/3+Lb56/zIcrewR2YH+ZBzHZqen8M6Rs1nS0U3XUIjAyla+tWAmP9lYz+9qm1jb3c+EJB/PNHUQdCwHpqdwY0UJh2WmuV26yB7pHRzi/iVbgPBE3XBbiH9WNvHC6q2cdFCRi9WJxB6NJIxzPo/h6JwMTi7IxmvCz380vZibZ07itfZuntjWzoBjcYCV3X2ctnwjm/sG3C5bZI8s2dSCN8ry3t7BEH9cXudCRSKxTSFBolqYlY7fsMPkxkHrcHtNkys1iewtn2f0S17Ap8uhyPb0WyFRVfUN7LBEEmDIwpoenaQn8emIqblE2ycsxe/hi/MmjX1BIjFOIUGimpGWzIDdcSKXAUpTAmNfkMg+kOTzcvu580gNeEkLeD/YsnlxRSFHT8t3uTqR2KOQIFFNSg5wUn4WyVH+7HpiWxt31zZho4QIkVi3cGoeS797PD/5/EFc+6mZ5KYFaO8NagmkSBQKCTKq/501ha9PLiTf7yPZYzg+N4OnDpvGUdnpfLeyjrPfqxpxkuTWgaBOlpS4kJHs59TDSrjw6Klctric1ze18FZ1q9tlicQcLYGUUfk9hqvKiriqbOSysAfmpHF3XTM/2VjP4jfWceWUQu6rb6GmfxBrw0srfzt7ClNSklyqXGTXnXnEZH7z9438+m8buO/LC9wuRySmaCRBdpsxhgtLCnhu3gzy/T5+sKGeDb0DDDiWQWt5t6uXzy2r1LHTEhdSAz4uOqaMf6xv4t2adrfLEYkpCgmyx2ampXB6Uc4Ow1EO0BNyeKlF++NLfDhn4RSyUvzc9OI6XlnXyNqtnW6XJBITdLtB9kr9QJChKO2DjkPdgOYnSHxIT/JRlp/GP9c381Z1G9bCtMJ07r1gPnnpum0m45dGEmSvzMtKI9UbfT+FCQG/CxWJ7L4nltWxtiE8etA7GKIvGGJNQyeXP7zc5cpE3KWQIHvlU/nZTEoOkDRs+ZjfgDFwxdotPFjfoqWSEvPuenUT/UMjDzEbcixvVrfR0q1tyGX8UkiQveL3GP582HQunlRASZKf0uQAV5cW8eqCmczNSOVb62q4YOWHSyWDjmV5Zy/revoVHiRmdPZFu2kGXmPoHoj+MZHxQHMSZK9l+Lx8v3wi3y+fOKL9sbnl3FHbxM82NXDsG+s4a2Iu99S14FiLY6Eoyc/v55RRnprsUuUiYcfPKuShN7YQDI0MrulJPiblpLpUlYj7NJIg+43HGC6dVMhzh88gx+/l1s2NdA6F6A459DoOm/oG+MLyDYQ0oiAu+8Zx08lJDZA07JAnn8dww2kH44l22IPIOKGQIPvdrPQUjs3NYPtLrQW6Qw6vtnW7UZbIBwoyknjhmx/jG8dP48jyPAoykshLD/DxGYVulybiKoUEGRNNg0M7HDsN4aDQrK2cJQZkpwb4+rHTefDihfz4c7PZ1jnAy2u2uV2WiKsUEmRMHJeXSWqUo6f7Qw6HZ6W5UJHI6D5x4AFMzErmvter3S5FxFUKCTImPleYTVlqYMSpkj4gBPygso6uoZBrtYlsz+f1cNbCKby2oYXKbV1ulyPiGoUEGRNJHg/PHDaDa8qKOCQjhSOz07htdin/M72Yv7V28plllWzu03p0iR1nLJhMwOfRaIKMa1oCKWMm1evhssmFXDZ55GSwaanJXLyqmpPfXs+ds8s4MifdpQpFPpSbFuCUQyby5LI6rj5xJlkp2kFUxh+NJIjrjsnN4NnDZ5Dn9/HFdzdwf32L2yWJAHDekaX0DoZ47K0at0sRcYVCgsSEqalJ/OXwGRyTk8FV62r4fmUtG3v7+UFlLV96ZwM3V22leVA738nYOqg4i3lTcvjD65vZ2tFHr34GZZzR7QaJGZk+L/fPmcqPN9bzu5om7q5txhCe3LikvYc765p4fl4Fk5IDbpcq48ghJVnc9Vo1R9/wCh6P4TNzirju8weTEvC6XZrIfjfmIwnGmEnGmFeMMWuMMauMMVdE2nONMS8aYyoj73OGveZaY8wGY8w6Y8yJY12zjB2vMfxoWjGFAR8O4YAAMGAt7cEQP9tY72Z5Ms68vbmV+5duBsIHPg0OOfzlvQa+9eg77hYmMkbcuN0wBHzbWjsLWAh8zRhzIPAd4GVr7XTg5chzIh87HZgNnAT8xhijCJ/AOoJDtAV3XBLpAK+0ajmajJ3fvLKRgaGR24ANDDn8bW0jTV1ajSOJb8xDgrW2wVq7LPK4C1gDFAOnAPdFPu0+4PORx6cAD1trB6y1VcAGYMGYFi1jKuDx7LCF8/vSvJpGI2Nnc0tP1Ha/18O2zv4xrkZk7Ll6xTXGlAKHAkuBA6y1DRAOEsD76+SKgeFTi2sjbZKgUrweTszPImB2jArzMnUin4ydeaW5RMulQ45DWb52CpXEZ6xLJ/AZY9KBfwDXWWufNMa0W2uzh328zVqbY4z5P+B1a+39kfa7gGettU9E+ZqXAJcAFBQUHP7oo4+OxbeSMLq7u0lPj409ChxgU+8AfY6DAfox/DEll42eAOfRy8lm0O0SPxBL/RZP4qHfgiGHym3dONbSMwR3rvMyNcNy4UEBCjOSxryeeOizWKR++2jHHnvs29baedu3u7K6wRjjB54AHrDWPhlp3maMKbLWNhhjioDGSHstMGnYy0uAqLPXrLW3A7cDVFRU2MWLF++P8hPW3//+d2Kpz44D1nT3UdM/yKz0FL7u9/HV1Zu5rxnyppRxdekETJTRhrEWa/0WL+Kl38qbuvn58+tYuqWVjBTLuo4gsw9byOzirDGvJV76LNao3/bcmIcEE76q3wWssdbePOxDTwPnAddH3j81rP1BY8zNwERgOvDG2FUsbpqVnsKs9JQPnt8xu5Sr19dwc/U22oIhTi3M5uGtrfSEHD5bmM1J+Vl4YyA4SOKYWpDObWcfDkBHX5CP3fgKN724nrvPn+9yZSL7nxsjCUcB5wArjDHvRNq+SzgcPGqMuRDYAvwngLV2lTHmUWA14ZURX7PW6jSgccrnMdxcMYlsn5fbapr4fV3zB8skX2juZFF2Gn+YMxWPgoLsB1kpfi79+FRufG4db1W3Mq801+2SRPYrN1Y3vGqtNdbaOdbauZG3Z621Ldba46210yPvW4e95jprbbm1tsJa+9exrlliizGGr0wqxGs+3EcBoNdxWNLRw0stna7VJonv/CNLyU9P4ufPr8OtOV0iY0XrySQu/auti2Sz449vT8jh2aYOFyqS8SI14OMbx01jaVUrr25odrsckf1KIUHiUprXQ7Q7Ch4gw6cfa9m/Tl8wieLsFI0mSMLT1VTi0rG5mVE3XHKA6anJY12OjDNJPi9XnDCd92o7eH7VNrfLEdlvFBIkLiV7PTx4SDmZPi8ZXg/pXg8BAxMCfq6trOX3dRoGlv3r1EOLmVqQxk0vrCPkaDRBEpNOgZS4NT8rjRVHzeZfbd30hxyOyknHZwyXrqrmmvW1bOwb4IflE7UkUvYLn9fDtz9RwdceXMbT79bxH4eWuF2SyD6nkQSJa0keDyfkZfKZwmxy/D4yfF5+f/BULizO53c1TXx5ZRU9Q1oxK/vHyQdN4MCiTH75YiWDQ47b5YjscwoJknB8HsN1M0q4bnoxLzZ3csryDdT3x842zpI4PB7D1SdWsKW1l0fe3EJrzyDBkMKCJA7dbpCEdWFJAVNSkrh0VTWferuSsybm8lBDKw0DQaYkB/heeRGfLcxxu0yJc4srCijNS+WHT6/ix39ejd/r4bxFpVx1YgVej251SXzTSIIktBPyMnnmsOn0Ow43VW+jfiCIBar7B7l8zRb+2tTudokS515YvY369n6shWDI0jsY4t5/V/Pz59e6XZrIXlNIkIQ3Ky0Zb5T2Psdy3aaGMa9HEsstL1UyuN0thr5giPv+vVnzFCTuKSRIwgtaS+sokxe39Gmuguyd+va+qO2OtXT1B8e4GpF9SyFBEp7fGPL90afflCT7x7gaSTSzJ2ZGbU8JeMlODYxxNSL7lkKCJDxjDNeUTSAlyiQynzF0BIdcqEoSxdUnVpDiH3lDy2sM/6WJi5IAFBJkXDinOJ/rppdQlOTHAJOTA1xUnE9V3+AHSySXd/bymy2NPNLQSrf2VpBddOjkHB68+AgWTs0lM9lHblqAkLUcXJLtdmkie01LIGXcOHNiHmdOzMNai4nswnhifhYXrKziyKVrsNbiAAGPh+9V1vLY3GkcmpnqbtESFw6dnMPDlywCoLM/yOKf/52f/mU1D1288IOfNZF4pJEEGXeGX7SPyc3gssmF9DuWAQtBGz5uujvkcMGKKhyd8Ce7KTPZz5UnTGfJplZeXK3DnyS+KSTIuPeP1q6o7V2hECu7o89cF9mZMxZMZmpBGtf/da12YJS4ppAg415otNECawlZsNaybSBIl+YpyC7yez189+RZbGru4YElm90uR2SPKSTIuPelCblRVz70OZa3OrqZ9/pqFixZzexXV3Lee5to12oI2QXHzypk0dQ8bn25ko4+7Zcg8UkhQca904vyWJCVRqo3/OuQ7DEkeQzZPi8/2FBP3UCQAccyaC1/a+3knPeqXK5Y4oExhu99ehbtfUH+75UNbpcjskcUEmTc83sMDx9Szn0HlXHllAP4fvlE3l40m0/kZbL9+ELQwsruXtb19LtSq8SXg4qzOPXQEu59rZqa1l63yxHZbQoJIoT/6jsmN4PvTC3iopIC8gM+aiOHQW3PC9Tq6GnZRVefWIHHA9c/pwOfJP4oJIiMYmF2GklR1rh3O5Y32rvp06x12QUTspK55Jip/OW9Bt7e3IbVslqJIwoJIqO4oLiAdJ9nxAmSSQZKkvzcuqWRo5au4aGGFpxh1/yQtVT1DtAyqMmN8qFLP15OZoqPM25fQtm1z3L4T17knteqFBgk5mnHRZFR5Ad8vDivghurtvJySyeZPi8Xl+RzbnE+S9p7+MnGer65toZJZPCz5g4GQg7XVNbSH7IMWcuROencduAUckY5XErGjzerW+kdDDEUCoeClp5BbnxuHYNDDpd+vNzl6kRGp6uXyE5MTA5wy6zJO7QfmZPOs4dP55mmDn64aiPnrKjCAwy/AfFaWxfnvlfFM4dPH7N6JTb94oV1HwSE9/UFQ/zvKxu46JipOghKYpZuN4jsIWMMnyvM5hd0cUh6CtvPUHh/JcTGXq2EGO82N0df2TAQdOjUHgoSwxQSRPaSz4BvJ38J1mslxLhXVpAWtT3Z7yEzxT/G1YjsOoUEkX3gmJyMqCsh+hzLjzY28KdtbQw5mqQ2Xl1z4kyS/SMvtyl+L1ecMEO3GiSmKSSI7AMXlRSQ4fPiG3a9TzFwXG4GfSGHr6zezMKlq7m9ppHuyBkQQcfyxNZWzn1vE5etqub19m6Xqpf97ejp+dx29uFMK0zn/Sz5rU/M4MtHlbpal8hH0cRFkX0gP+DjpfkV3FK9lZdbO8nx+fjK5EL+ozAbC7zY0sltWxr54YZ6flG9lbOL8nijo4fV3f30Og4GeK65k69PLuRbZRPc/nZkPzi2opBjKwp5s7qV//zt60zOSx1xbLlILFJIENlHJiT5ub5i0g7tBjgxP4sT87NY1tnDb2uauK2macRujhbodRxu3byNsybmcUCS7lMnqjklWQR8Ht6sauXE2QqEEtt0u0FkDB2Wmcbts0s5KT8z6sf9HsNruu2Q0JJ8XuaWZPNmdavbpYh8JIUEERcUJwVG7OT4vn7HoTcUGvN6ZGzNL8thZX0nPQPamVNim0KCiAvOmphHIMqs9iEL166v49r1tTQOaP18oppfmkvIsSzf0u52KSI7pZAg4oJZ6SlcN72EZI8hw+sh3eshz+/jwTlTOaMolz/UN3PEkjX8z6YGOoL6azPRHD4lB4+BN3TLQWKcJi6KuOTMiXl8tjCb19u7SfV6WJiVjs9jOC4vk69OKuTGqgZu3byN++qa+frkQr5cUkCqV7k+EWQk+5lVlMmbVQoJEtt0xRFxUYbPyyfzszg6J2PEro1lqUncNruUl+bN4PDMNH66qYFFS1bz+7pmgo7l1bYuTn5rPdP++R7Hv7mWF5o7XPwuZE/ML81leU0bg0M6clxil0KCSAw7KCOVBw6Zyp8OncaUlCSuWV/L/NdXc8a7G1ne1Ut3yGFVdz+Xrqrm6W1tbpcru2FBWS79QYeV9Qp4ErsUEkTiwMLsdJ46dBp/OLiMtqEhgtvt8Bze/rneneJkj8wvzQXQLQeJaQoJInHCGMMn8rNwRjkDon4gSFDnQ8SNgowkyvLTtF+CxDSFBJE4U5QciNruNbChp2+Mq5G9Mb80hzer20YNfiJuU0gQiTNXlR5Aimfkr67PgNcYjntrPZev2UyNjqeOC/NLc+noC1LZqF02JTYpJIjEmS8W5fHD8olk+7z4TXifhWtKi1i26EC+MqmApxrbOWrJGn5YWUfzoPZYiGVZKeEzOs65aynffXIFNa29LlckMpL2SRCJQxeU5HNecR6dQyEyfF68kdME/3taMReVFHBT9VburG3igYYWvjqpkK9MKiDdF20jaHHLK2sb+cZDywBo7Brg0bdqePrdev70taOYVpjucnUiYRpJEIlTHmPI9vs+CAjvK04OcPPMyfxjwUwW52bwi+qtHLFkDXfWNjHghNfkdw+FeLChhV9Wb+WfrV04VvfEx5K1lu/9aQUDQx/2+5Bj6Rkc4obn1rpYmchIGkkQSVDT05K566AylnX2cN3GBr5fWcfvapo4qyiX32xpZMhCn+OQ6vUwOz2FRw8pJ1k7Oo6J9t4gTV0DO7RbC0urWlyoSCQ6XRFEEtxhmWk8Prechw+ZSpbPy/VVW+kMOfQ6DhboCTm819XLHbVNbpc6bqQmefGYHQ/4AshJjb56RcQNCgki44AxhsW5mdw5ewr+KP839TuWR7Zqvf5YSfJ5+dzciST5Rl6CU/xeLjlmqktViexIIUFkHPF6PDvMYXjfkNbqj6mfnHIQx1YUEPCG/z18HsO5i6Zw5hGTXa5M5EMKCSLjyKTkACWjbMZU0z/IjzfU62jqMZLs9/Lbc+bx/JUfA+Dy46dz7admYUYJcSJuUEgQGWdun11Kls9LmteDB0jzepibkcKpB+RwW00ji5aGV0Joi+exUZqfRsDroXcw5HYpIjvQ6gaRcebA9BSWLTqQZ5ra2ToQZF5WGkdlp2OM4ZJJBfxoQz3fr6zj7tpmflBexEn5WQSt5dmmDv7R1kVRwM8ZE/OYNMqIhOweYww5aX7aerRLpsQehQSRcSjN5+X0orwd2g/OSOWxueW81NLJjzfWc8HKahZkpdEyOETDYJDekEPAwG01jdxzcBmLczNdqD7x5KQGaO1VSJDYo9sNIjLC+6dNvjJ/JjfMKGFlVx8b+wboDYU3Yhq04aOpL1u9mZA2YdonclIDGkmQmKSQICJR+TyG84rzmZIS/bbCgGNZ061TJ/eF3LQAbRpJkBikkCAiO5U2yi6MQcchoJn4+0ROmp+23qDbZYjsQCFBRHbq/OJ8Uj07XioGLVxbWTdiNKF5cIiXWzpZ0dWL1a2IXZabGqC9d5CQVpRIjNHERRHZqVMPyOHVtm7+1NiGAbzGkGwM5xbnc09dMye8tY7zJ+bjN3BPfQsBYwhZmJwS4OFDypmQ5Hf7W4h5OWkBHAudfUFy0rRqRGKHQoKI7JTHGG6ZNZlvTClkaUcPBX4fi3Mz8XsMF00q4PpNDdxd18z7fwMPRB5V9vTz5ZVVPHv4DPeKjwOvb2zhzn9VAXD8zX/n8uOmc96RpdpUSWKCQoKI7JLy1GTKU5NHtOX6fdxYMYllnT2s7O4f8bEQsLq7j5r+Qe2pMIplW9q44N436A+GV4609gS54bl1dPQFueIEhStxn+YkiMheGxzlXrrXGDqHtJPgaG5+Yf0HAeF9fcEQv/vnJvqD6jdxn0KCiOy1k/Kzoq90sDBju9EH+dD6bV1R262Fpq6BMa5GZEcKCSKy1746uZDCgI9kTzgomMjbgHV4qaXD1dpiWXlB2qgfK8hIGsNKRKLTnAQR2Ws5fh9/WzCT++tbeKWlk4nJAb40IYfrNjVw4cpqvlycz9/butjcF56fcO3UIjLcLjoGfPMTFSy/e+mIWw4pfi8XHFVKst/rYmUiYRpJEJF9ItPn5bLJhTx26DRunTWZI3MyePSQcmalJXNnXTMbegcIWsumvgEuX7OZds1VYEFZLredfThTclMBSPZ5+Ppx07jqkxUuVyYSppAgIvtNms9Lb2jHMNDnWBoGtMMgwLEVhTx35ccAuOKEGXzt2Gl4PFr+KLFBIUFE9qst/dHDQNCxONqVEQCfNxwKhkLOR3ymyNhSSBCR/aooOfqOi8bATzc20DCgg41CTjgcNGpFg8SYuAkJxpiTjDHrjDEbjDHfcbseEdk13ykrIiXK8HnIwp21TXx86Vo29PZHeeX48My7dcz76csAPPTGFj75y39Q09rrclUiYXEREowxXuD/gJOBA4EzjDEHuluViOyK0ybk8rMZJRQGRi6mWuJPY9BaukIO/6+yzqXq3LW6vpOrH3+P7oEhAIYcy4bGbs6+c6kOyJKYEBchAVgAbLDWbrLWDgIPA6e4XJOI7KIzivJ4Y+GBIy44m73hfQAs8Fp7jyt1ue0PSzYTHBoZBhwLzd0DLNvS5lJVIh+Kl5BQDNQMe14baROROOEzBv+wXRlP72/94HG6L14uRfvW1o4+QlFGDIwxNHdrroa4L142U4q2HmiH3yxjzCXAJZGnA8aYlfu1qsSTDzS7XUQcUr/tgSuH9ds2ov+Sj2cn/Thqs37W9oz67aNNidYYLyGhFpg07HkJUL/9J1lrbwduBzDGvGWtnTc25SUG9dmeUb/tGfXb7lOf7Rn1256LlzG+N4HpxpgyY0wAOB142uWaREREElpcjCRYa4eMMV8Hnge8wN3W2lUulyUiIpLQ4iIkAFhrnwWe3Y2X3L6/aklg6rM9o37bM+q33ac+2zPqtz1ktBZXREREoomXOQkiIiIyxhIuJGj75tEZYyYZY14xxqwxxqwyxlwRac81xrxojKmMvM8Z9pprI325zhhzonvVu8sY4zXGLDfG/DnyXH32EYwx2caYx40xayM/c4vUbztnjPlm5HdzpTHmIWNMsvpsR8aYu40xjcOXue9JPxljDjfGrIh87FfGGK3E3U5ChQRt3/yRhoBvW2tnAQuBr0X65zvAy9ba6cDLkedEPnY6MBs4CfhNpI/HoyuANcOeq88+2q3Ac9bamcAhhPtP/TYKY0wxcDkwz1p7EOFJ2qejPovmXsLf83B70k+3Ed5bZ3rkbfuvOe4lVEhA2zfvlLW2wVq7LPK4i/BFu5hwH90X+bT7gM9HHp8CPGytHbDWVgEbCPfxuGKMKQE+Ddw5rFl9thPGmEzgY8BdANbaQWttO+q3j+IDUowxPiCV8H4w6rPtWGv/CbRu17xb/WSMKQIyrbWv2/DkvN8Pe41EJFpI0PbNu8gYUwocCiwFDrDWNkA4SACFkU9Tf4bdAlwDOMPa1Gc7NxVoAu6J3Ka50xiThvptVNbaOuAXwBagAeiw1r6A+mxX7W4/FUceb98uwyRaSNil7ZvHO2NMOvAEcKW1tnNnnxqlbVz1pzHmM0CjtfbtXX1JlLZx1WcRPuAw4DZr7aFAD5Hh31GM+36L3EM/BSgDJgJpxpizd/aSKG3jqs920Wj9pP7bBYkWEnZp++bxzBjjJxwQHrDWPhlp3hYZeiPyvjHSrv6Eo4DPGWOqCd++Os4Ycz/qs49SC9Raa5dGnj9OODSo30Z3AlBlrW2y1gaBJ4EjUZ/tqt3tp9rI4+3bZZhECwnavnknIjN37wLWWGtvHvahp4HzIo/PA54a1n66MSbJGFNGeGLPG2NVbyyw1l5rrS2x1pYS/nn6m7X2bNRnO2Wt3QrUGGMqIk3HA6tRv+3MFmChMSY18rt6POF5Q+qzXbNb/RS5JdFljFkY6e9zh71GIuJmx8Vdoe2bP9JRwDnACmPMO5G27wLXA48aYy4kfKH6TwBr7SpjzKOEL+5DwNestaExrzo2qc8+2jeAByKBfRNwAeE/TNRvUVhrlxpjHgeWEe6D5YR3CkxHfTaCMeYhYDGQb4ypBf6bPfud/CrhlRIpwF8jbzKMdlwUERGRqBLtdoOIiIjsIwoJIiIiEpVCgoiIiESlkCAiIiJRKSSIiIhIVAoJIiIiEpVCgojsNhM+drzKGJMbeZ4TeT5lu88rNcb0DduXY1e//pcix/f+eR+WLSK7SSFBRHabtbaG8DG710eargdut9ZujvLpG621c3fz6z8CXLRXRYrIXlNIEJE99UvC2whfCRwN3PRRL4iMLKyNnAq50hjzgDHmBGPMa8aYSmPMuDjqWCReKCSIyB6JHEJ0NeGwcKW1dnAXXzoNuBWYA8wEziQcMq4ivE24iMQIhQQR2RsnAw3AQbvxmipr7QprrQOsAl624f3hVwCl+75EEdlTCgkiskeMMXOBTwALgW++f0zvLhgY9tgZ9twhwQ6dE4l3CgkistsiR+veRvg2wxbg58Av3K1KRPY1hQQR2RMXA1ustS9Gnv8GmGmM+biLNYnIPqajokVkvzHGlAJ/ttbuzpyF91+7GLjKWvuZfVyWiOwijSSIyP4UArL2ZDMlwqMTbfujKBHZNRpJEBERkag0kiAiIiJRKSSIiIhIVAoJIiIiEpVCgoiIiESlkCAiIiJR/X9W3ByLxX3mBwAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, figsize=(10, 10))\n", "\n", "interfaces.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "interfaces_coords.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "plt.grid()\n", "plt.xlabel('X [m]')\n", "plt.ylabel('Y [m]')\n", "plt.xlim(0, 1187)\n", "plt.ylim(0, 1400)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Orientations from Strike Lines\n", "\n", "Strike lines connect outcropping stratigraphic boundaries (interfaces) of the same altitude. In other words: the intersections between topographic contours and stratigraphic boundaries at the surface. The height difference and the horizontal difference between two digitized lines is used to calculate the dip and azimuth and hence an orientation that is necessary for `GemPy`. In order to calculate the orientations, each set of strikes lines/LineStrings for one formation must be given an id number next to the altitude of the strike line. The id field is already predefined in QGIS. The strike line with the lowest altitude gets the id number `1`, the strike line with the highest altitude the the number according to the number of digitized strike lines. It is currently recommended to use one set of strike lines for each structural element of one formation as illustrated. \n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:47.750777Z", "start_time": "2022-04-12T06:07:47.578734Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/orientations_example27.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:47.796831Z", "start_time": "2022-04-12T06:07:47.752772Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationZgeometry
01S1250LINESTRING (163.553 475.146, 133.349 358.227)
12S1300LINESTRING (320.906 542.374, 246.858 248.129)
23S1350LINESTRING (512.848 689.497, 378.391 133.159)
31R1200LINESTRING (663.380 498.529, 613.203 359.201)
42R1250LINESTRING (810.503 639.319, 687.738 272.000)
53R1300LINESTRING (938.139 735.777, 738.403 167.747)
64R1350LINESTRING (1089.159 979.358, 777.376 39.137)
74S2500LINESTRING (707.225 1180.068, 842.656 1093.353)
83S2450LINESTRING (576.666 1159.607, 816.349 957.922)
92S2400LINESTRING (338.931 1169.350, 687.738 852.696)
101S2350LINESTRING (122.632 1193.708, 511.386 689.009)
113R2400LINESTRING (705.276 1323.293, 1127.158 1232.681)
122R2350LINESTRING (522.104 1273.603, 1094.031 995.921)
131R2300LINESTRING (174.271 1230.733, 941.062 738.700)
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" ], "text/plain": [ " id formation Z geometry\n", "0 1 S1 250 LINESTRING (163.553 475.146, 133.349 358.227)\n", "1 2 S1 300 LINESTRING (320.906 542.374, 246.858 248.129)\n", "2 3 S1 350 LINESTRING (512.848 689.497, 378.391 133.159)\n", "3 1 R1 200 LINESTRING (663.380 498.529, 613.203 359.201)\n", "4 2 R1 250 LINESTRING (810.503 639.319, 687.738 272.000)\n", "5 3 R1 300 LINESTRING (938.139 735.777, 738.403 167.747)\n", "6 4 R1 350 LINESTRING (1089.159 979.358, 777.376 39.137)\n", "7 4 S2 500 LINESTRING (707.225 1180.068, 842.656 1093.353)\n", "8 3 S2 450 LINESTRING (576.666 1159.607, 816.349 957.922)\n", "9 2 S2 400 LINESTRING (338.931 1169.350, 687.738 852.696)\n", "10 1 S2 350 LINESTRING (122.632 1193.708, 511.386 689.009)\n", "11 3 R2 400 LINESTRING (705.276 1323.293, 1127.158 1232.681)\n", "12 2 R2 350 LINESTRING (522.104 1273.603, 1094.031 995.921)\n", "13 1 R2 300 LINESTRING (174.271 1230.733, 941.062 738.700)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "strikes = gpd.read_file(file_path + 'strikes27.shp')\n", "strikes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculating Orientations for each formation" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:47.858952Z", "start_time": "2022-04-12T06:07:47.798833Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
027.78288.65225.00POINT (693.706 442.262)1.00R1693.71442.26
131.26289.11275.00POINT (793.696 453.711)1.00R1793.70453.71
236.87288.62325.00POINT (885.769 480.505)1.00R1885.77480.50
\n", "
" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 27.78 288.65 225.00 POINT (693.706 442.262) 1.00 R1 693.71 \n", "1 31.26 289.11 275.00 POINT (793.696 453.711) 1.00 R1 793.70 \n", "2 36.87 288.62 325.00 POINT (885.769 480.505) 1.00 R1 885.77 \n", "\n", " Y \n", "0 442.26 \n", "1 453.71 \n", "2 480.50 " ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_r1 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'R1'].sort_values(by='id', ascending=True).reset_index())\n", "orientations_r1" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:47.921657Z", "start_time": "2022-04-12T06:07:47.860939Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
012.59210.56325.00POINT (682.867 1059.739)1.00R2682.871059.74
121.85201.78375.00POINT (862.142 1206.375)1.00R2862.141206.37
\n", "
" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 12.59 210.56 325.00 POINT (682.867 1059.739) 1.00 R2 682.87 \n", "1 21.85 201.78 375.00 POINT (862.142 1206.375) 1.00 R2 862.14 \n", "\n", " Y \n", "0 1059.74 \n", "1 1206.37 " ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_r2 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'R2'].sort_values(by='id', ascending=True).reset_index())\n", "orientations_r2" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:47.985189Z", "start_time": "2022-04-12T06:07:47.922656Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
020.16284.17275.00POINT (216.166 405.969)1.00S1216.17405.97
118.21283.70325.00POINT (364.751 403.289)1.00S1364.75403.29
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" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 20.16 284.17 275.00 POINT (216.166 405.969) 1.00 S1 216.17 \n", "1 18.21 283.70 325.00 POINT (364.751 403.289) 1.00 S1 364.75 \n", "\n", " Y \n", "0 405.97 \n", "1 403.29 " ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_s1 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'S1'].sort_values(by='id', ascending=True).reset_index())\n", "orientations_s1" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:48.048220Z", "start_time": "2022-04-12T06:07:47.987201Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
017.72228.97375.00POINT (415.172 976.191)1.00S2415.17976.19
118.14221.58425.00POINT (604.921 1034.894)1.00S2604.921034.89
226.63218.55475.00POINT (735.724 1097.738)1.00S2735.721097.74
\n", "
" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 17.72 228.97 375.00 POINT (415.172 976.191) 1.00 S2 415.17 \n", "1 18.14 221.58 425.00 POINT (604.921 1034.894) 1.00 S2 604.92 \n", "2 26.63 218.55 475.00 POINT (735.724 1097.738) 1.00 S2 735.72 \n", "\n", " Y \n", "0 976.19 \n", "1 1034.89 \n", "2 1097.74 " ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_s2 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'S2'].sort_values(by='id', ascending=True).reset_index())\n", "orientations_s2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Merging Orientations" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:48.080253Z", "start_time": "2022-04-12T06:07:48.050228Z" } }, "outputs": [ { "data": { "text/html": [ "
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indexdipazimuthZgeometrypolarityformationXY
0027.78288.65225.00POINT (693.706 442.262)1.00R693.71442.26
1131.26289.11275.00POINT (793.696 453.711)1.00R793.70453.71
2236.87288.62325.00POINT (885.769 480.505)1.00R885.77480.50
3012.59210.56325.00POINT (682.867 1059.739)1.00R682.871059.74
4121.85201.78375.00POINT (862.142 1206.375)1.00R862.141206.37
5020.16284.17275.00POINT (216.166 405.969)1.00S216.17405.97
6118.21283.70325.00POINT (364.751 403.289)1.00S364.75403.29
7017.72228.97375.00POINT (415.172 976.191)1.00S415.17976.19
8118.14221.58425.00POINT (604.921 1034.894)1.00S604.921034.89
9226.63218.55475.00POINT (735.724 1097.738)1.00S735.721097.74
\n", "
" ], "text/plain": [ " index dip azimuth Z geometry polarity formation \\\n", "0 0 27.78 288.65 225.00 POINT (693.706 442.262) 1.00 R \n", "1 1 31.26 289.11 275.00 POINT (793.696 453.711) 1.00 R \n", "2 2 36.87 288.62 325.00 POINT (885.769 480.505) 1.00 R \n", "3 0 12.59 210.56 325.00 POINT (682.867 1059.739) 1.00 R \n", "4 1 21.85 201.78 375.00 POINT (862.142 1206.375) 1.00 R \n", "5 0 20.16 284.17 275.00 POINT (216.166 405.969) 1.00 S \n", "6 1 18.21 283.70 325.00 POINT (364.751 403.289) 1.00 S \n", "7 0 17.72 228.97 375.00 POINT (415.172 976.191) 1.00 S \n", "8 1 18.14 221.58 425.00 POINT (604.921 1034.894) 1.00 S \n", "9 2 26.63 218.55 475.00 POINT (735.724 1097.738) 1.00 S \n", "\n", " X Y \n", "0 693.71 442.26 \n", "1 793.70 453.71 \n", "2 885.77 480.50 \n", "3 682.87 1059.74 \n", "4 862.14 1206.37 \n", "5 216.17 405.97 \n", "6 364.75 403.29 \n", "7 415.17 976.19 \n", "8 604.92 1034.89 \n", "9 735.72 1097.74 " ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "orientations = pd.concat([orientations_r1, orientations_r2, orientations_s1, orientations_s2])\n", "orientations['formation'] = ['R', 'R', 'R', 'R', 'R', 'S', 'S', 'S', 'S', 'S', ]\n", "orientations = orientations[orientations['formation'].isin(['R', 'S'])].reset_index()\n", "orientations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the Orientations" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:48.349825Z", "start_time": "2022-04-12T06:07:48.083255Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 1400.0)" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, figsize=(10, 10))\n", "\n", "interfaces.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "interfaces_coords.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "orientations.plot(ax=ax, color='red', aspect='equal')\n", "plt.grid()\n", "plt.xlabel('X [m]')\n", "plt.ylabel('Y [m]')\n", "plt.xlim(0, 1187)\n", "plt.ylim(0, 1400)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## GemPy Model Construction\n", "\n", "The structural geological model will be constructed using the `GemPy` package. " ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:49.650681Z", "start_time": "2022-04-12T06:07:48.353835Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING (theano.configdefaults): g++ not available, if using conda: `conda install m2w64-toolchain`\n", "WARNING (theano.configdefaults): g++ not detected ! Theano will be unable to execute optimized C-implementations (for both CPU and GPU) and will default to Python implementations. Performance will be severely degraded. To remove this warning, set Theano flags cxx to an empty string.\n", "WARNING (theano.tensor.blas): Using NumPy C-API based implementation for BLAS functions.\n" ] } ], "source": [ "import gempy as gp" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Creating new Model" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:50.390495Z", "start_time": "2022-04-12T06:07:49.654668Z" } }, "outputs": [ { "data": { "text/plain": [ "Model27 2022-04-12 08:07" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model = gp.create_model('Model27')\n", "geo_model" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Initiate Data" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:50.596544Z", "start_time": "2022-04-12T06:07:50.392495Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Active grids: ['regular']\n" ] }, { "data": { "text/plain": [ "Model27 2022-04-12 08:07" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.init_data(geo_model, [0, 1187, 0, 1400, 0, 600], [100, 100, 100],\n", " surface_points_df=interfaces_coords,\n", " orientations_df=orientations,\n", " default_values=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Model Surfaces" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:50.674775Z", "start_time": "2022-04-12T06:07:50.598545Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id
0SDefault series1#0154821
1RDefault series2#9f00522
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 S Default series 1 #015482 1\n", "1 R Default series 2 #9f0052 2" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.surfaces" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Mapping the Stack to Surfaces" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:50.784805Z", "start_time": "2022-04-12T06:07:50.676775Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id
0SStrata11#0154821
1RStrata21#9f00522
2CStrata22#ffbe003
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 S Strata1 1 #015482 1\n", "1 R Strata2 1 #9f0052 2\n", "2 C Strata2 2 #ffbe00 3" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.map_stack_to_surfaces(geo_model,\n", " {'Strata1': ('S'),\n", " 'Strata2': ('R')},\n", " remove_unused_series=True)\n", "geo_model.add_surfaces('C')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Showing the Number of Data Points" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:50.864823Z", "start_time": "2022-04-12T06:07:50.786798Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id No. of Interfaces No. of Orientations
0SStrata11#0154821785
1RStrata21#9f00522755
2CStrata22#ffbe00300
" ], "text/plain": [ " surface series order_surfaces color id No. of Interfaces No. of Orientations\n", "0 S Strata1 1 #015482 1 78 5\n", "1 R Strata2 1 #9f0052 2 75 5\n", "2 C Strata2 2 #ffbe00 3 0 0" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gg.utils.show_number_of_data_points(geo_model=geo_model)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Loading Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:51.005697Z", "start_time": "2022-04-12T06:07:50.865821Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cropped raster to geo_model.grid.extent.\n", "depending on the size of the raster, this can take a while...\n", "storing converted file...\n", "Active grids: ['regular' 'topography']\n" ] }, { "data": { "text/plain": [ "Grid Object. Values: \n", "array([[ 5.935 , 7. , 3. ],\n", " [ 5.935 , 7. , 9. ],\n", " [ 5.935 , 7. , 15. ],\n", " ...,\n", " [1182.01260504, 1375. , 413.17556763],\n", " [1182.01260504, 1385. , 413.9055481 ],\n", " [1182.01260504, 1395. , 414.4772644 ]])" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.set_topography(source='gdal', filepath=file_path + 'raster27.tif')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting Input Data" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:51.227925Z", "start_time": "2022-04-12T06:07:51.007698Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gp.plot_2d(geo_model, direction='z', show_lith=False, show_boundaries=False)\n", "plt.grid()" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:51.648165Z", "start_time": "2022-04-12T06:07:51.229919Z" } }, "outputs": [ { "data": { "image/png": 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FAYCI9Ch37JdL+gdcRlBrp+ZhTyF3unAqlaKxG6DzhkVEpFsUAIhIrwsjgeaa3bXPzt1RX+Ejj42NJZPJdDqdTqfdp9oEEBGRrlANgIhI3ZI1uy15QNe6p/mfRkdHF9wiIiLSGQoAREQWakllbTKZdHk+LsVoQSHv+Pi46ndFRKQrFACIiLSL6/fPXWf/rvKYxikBIiIiHaYaABGRdkmn09ba0dHR5htdOpA70qtL4xIRkZ6mAEBEpL0WT/RP/gxgERGRllMKkIj0olwuNz4+vtwpYK4FkKbpIiKyKWkHQER61NjY2HJd/9WgU0RENjEFACLSu1wM4Epymyk7X0RENjEFACLSu9yZXIAxZsGqf2s3AXJ31cJHFhEROVWqARCRnubO6spkMqlUamxsrLV5/67SYMkDv1r+XCIiIidJOwAiIvWtANehv4Ur9C65yC7insuVGouIiHSYdgBEROCuWwG0ogwgl8slk8kll/ndg6dSKW0CiIhI52kHQER6kTuNa/HtbiugVUXASvcXEZF1SDsAItKjllt9d1sBa398F2OkUqlkMrngMGBXGLBkBCIiItJuxlrb7TGIiGxaLtd/wVaAm/qvLv/HPaBrXiQiIrIK2gEQEWmjVu0niIiItIoCABGRTgg3ARQPiIhIdykAEBFpI5f/syAFyHUHUiQgIiJdoS5AIiLtkslkxsbGkslkNpsNTwDIZrPpdDqTyegcABER6QoVAYuItIsxZoWmosas5h1YRcAiIrJG2gEQEWmj5Wb/LiloFQcFjI+Pr2lAIiLS87QDICLSLq4AwLX7bI4Ewsagp7SQ71KGXEWBqghERGTVFACIiLTRkkXAwNjY2MmfA9BcLTA6OprJZFwVAaAwQERETpUCABGRTlhLG9Bwrs9dawBUDyAiIqugAEBEZCPRpF9ERNZIRcAiIm2UyWSMMcaYVCrVnAiUy+WMMd0bl4iI9C4FACIi7eIKAMbGxtyCfSqVUu9/ERHpOp0ELCLSLq4FkEv6TyaT7lwwGtn8IiIiXaEAQKQnvMJcvJW+GFGf4J/tNd0eTq9w/TrDql8373cxwOjoaPfGJSIiPU0BgMjm9yZz6TkMJ4jGiATY95snHiF/v+TFYIpUX5r9ePOdv5n5eB+RP0u/oFuj3UzGxsZyudzo6OjiGMDd4iKEro1PRER6kgIAkU3upeYRpzMIxtQvROE0BudytxkIsO80qTfZLPBKc8lpDPQTixG5dexrVfw3WLWaWRM33U+lUtlstjkGcL38uzkyERHpYWoDKrKZ/UPqabXcHVtJ9BPtJxYlYrEBNoJJEI1gfKxHME35MIVzGB4i7jYKLDaAArU3NWKAN5tLh4kniBnwsTOU326vXfJJ/y31gn5iAfbF2Y918Hut+1DqhQmiFl6U/Wjnn/2UrG75X21ARURkjbQDILKZGSJl/AS+BTBRggDrESSIAgYTEPhgoI+oj63iRzAWXABg4ZXmkn+1P3mNedR2+uNE40QNRLHbGXiDecy77XXNT/cC87BzGeknBlELHzBPnKb8thVLDl5hLt5Bfx9Riy1Qe+ddH/CUPN887FxGBojZxrPPUF6y4OHbmU+uhxwnJf+IiEhXKAAQ2cwq+EVqMSI+NoAoJsAGBBYCMOAR+NgCXhm/jBfGCRbr4gEP+zfmAeeyxSfwMBGCCPjYANtPtPm5/src977sjBGNEYkQcflFW0i82jzyA/bGJYf3WvOosxhKEOsjAgzT9w6TfLPNLXlnl6GUIBbDWCjjvanpnn9p7nM/TosTjTY9+wiJ15hHvd/e4O7zTPPgC9k2QDRB7Naxr/nYIxTea2/4t9QLh4nHiPgEz8l+eO0/dhERkfVM5wCIbGYewRSVGaozVGaozFKZpVLEK+AV8IpNlzJeCb+EV6pf8Ut4RfwCNR9bPn67V8IrUitSK+O/LfXs8Lm2kvCxNfwqQRXfXXxs/zILDc80D+kj6nIQbePSR/T15tGL7/wC8/CtJOJE+4j0EY0RGST+dpMM77CNfp+gil9rPLV79kQjSvlf5t7nMJIgGicaIxIn2kf0dIZeah5Ryv1+LnfrXO7W+dxt7zdPeI15ZKt+/iIiIuuQAgCRzezy7FVFvKMUj1E6RvEopaOUZqi6SGCGqosNpinPUp2lOtf0cZbaHJVpKmX8Mn4JP7ziLkW8Mn74XFV8FyeU8dzdCngFaiW8z2Y+uHhspv4lfrm+/+CX8Sv4hiXOx+0jGmBrBDVsjcAj8LAGXmYudneoNB6q1BhkAc9FKV/I/BtwBkO2/ghBlcBdcXsUTRXSJkpkJ4Pt+b8hIiKyLigFSGSTK1MboG+e6jwAAXaIeD8xtzTuE9QIZigDHnaAWD+xKMalAJXwDpEfIDZA3MdWCfqIGvAJfGyemqESPpELCcAEEMe6B/cIivXMooXclN0QgXoY4QZTpLbgnq9O/W0Zr0TMlSXEMEEjQynANr7N48/uNT17gZr7tIJfwjMYCz4W8Ag8ggp+Bc+Ah3UV0j7BK8zFH7I3Aa8zjxoiHsHU8N+2TNGziIjIxqIAQGSTu9nuBx5lzg+wBhMn4goDGsW+GLjG7n60Od/l9oAJZ9gWe5Pd9yhz3jFKZfwE0UYXoMAjmKP6+exXwyeaphIjWsNWiPYRpTHDnqPynPSrFg8sj5fAC8DHxgnC++fxFtyzRuCm7wGAiTaGV6kPuPnZgwoxV6kcPvuz068E3LaACwA8omA9rEdQpNZHNKyQ9rEuMgHeah57GoP9RCOYAPte84TX2R+u7v9Cc9NPdwTYqiuAk8lkKpVa3deKiIigAECkR9xg94TXLzHnRTBuwdtgbrR7gOvtnkea8xtr/1isuxG4we59rLlwhopLqXdtQD0Cryn/B6jiH6U4TF8/0Xhje6GKP0VpySFNUopgKsT78eP1fYCgRjBNecE9y/izVCGSIKgRNAcAM1RP9Oz1R5uhEq9HCEGcKFgfWyOYo9pHLGjaWKjgF6i9yjxyO/2ASxACYkT+2Yy+1Y4v+e18NPViF1y97K4Hq2UyGXf0bzjjz+VyrgFoOp1WIyAREek8nQMgIiflUnOhiwrcpoFPcKPdu+A+jzUXgnFxBdTfXK6xu5Z8wEeb8+NE40QSRF01sE9QwZ+jsviRLzMXjtA3QKyfaJSIS9Qp4R1k/ia7f9Gz48bZ/OyPMRcMEHPpT2G8UcWPE00QHSAWPmwZ7yjF+7B9hL4E0UT9GYMAyngHmL/c/rx5bK81j9pOvws8XKHCH5j6pP054Jbql+zZ7wKD1b0DG6O3bhERWT3tAIjISbnW7gI+nHnvy9KvW+4+P7a7HmMucLlGATbS2ENY0vV2z2Xmwmq9EgDb+KrFs38gwBaozVONEXE7AB5BgA1n/+7ZH20uCB/H3HXf4zq7+3HmHtNULOU4ERdvWIgRcZUPMYyP9bFFapMUz2fE3c1ClMCvF0XUqgTNA3uBefhZDEWJRIlEMAYM0QvZFt7BHQa8WDqdDrcClvsRiYiItIOWkUSkmy4yd4/U2/5YH/uzpgn9Ao82F0Qw4S4EcL3dfapPd2lTfGIwHv4A8bCS2J2R7BMkiNyNEbcD0E/M3ejaoR6m8A37u/ABX2wu2k5/fyOEsBBgq/gTlD5ob3Sp/8Wx72wh4bKnAuwEpXfb63O5XCqVymazqwgAtAMgIiJroR0AEemmn9p9J3nPcLq/8i7Eyq5dKmZ4lDk/nE1X8H9q911i7j5dr3mI9eNH6psDgeupGn7hy1NPc91L3ZdHidhGFUEVHxgdHf1m6g07GegjmiDqAo8zGHq9efR7uWFsbEzL/yIi0nlaRhIRWcJjzYUxIm5pv7EDEMxRHbd3hvd5Yeops7nbtpFwVQSxehWBreJPU/6c/cVTzf3PZ+sI8QSxBFH3OIHroDr2hOWyg05IOwAiIrIW2gEQEVmCR2Aw81TnqdIoUajetUWpDzNUDKafaJUgDAAqeGH3oTJeDBOAK0twzZcq+EO5Pdx1/v9Kc8lOBsIq5yK1t9ofNd/hreayQeIJou/nCe81TzhC4X32hvb+FEREZDPSMpKIyLIeac4P2xn9ZKnq5MvMBQlig/UD1CKNA9RqRyneZPf9hbnPmQwNN3YADMYjCAiKeFuS931b9orwcV5sLjqLoQFiiaZy5Dkq6UYM8AbzmK0kXFciIMBW8Pcx5w4sc5qOLQveZq9p5w9GREQ2MO0AiIgs68bluxg5NYIIwQwVS8XUl/lNgL3J7gNmqQ4St1AlqB4PAGyB2o9z339CUwugPqLuXIIogSUSEFiIEnm+edjl9ufPNA85iyGPIIpxvYZ8bIAdIRGOxB1bliAaXfOxZSIisrlFuj0AEZEN7Ea790f2zsbJaPXDxa5rlBpX8Y9Rnmy6TFGeoHyU4v8ee2EqlXJtgv7M3KuMX8JrXGolvAK1Ml6UCFC7y796RbwitRJeBf8LmQ8BrzSXuHsaDBgwMSJvM6Nd+7mIiMg6ph0AEZG1um6ZhqQDyXvWcrtdPYBLAfIJavg1guYK4ApBGb+v3k3IhEcdl/EK1ADXayiCseCDAY/AIyhSs9i/MH90AVurjYOZw2PLfOwLzMM/aX/2YnPR2Qz1E3OPXKA2Zn/c5h+JiIisX9oBEBFpl2Qy+cSxZ7ljy4p4eaolvBqBOx8tl8uNjo4Cc1TnqM5Tc5e5+qU6R3WWKjBLdY6qu3G+fr06R83d7mHdBkIFv4xfxivhF/GKeFX855uHnclQP7EEMfdxG/0Z87gu/2hERKR7VAQsItJGqVTKXfld7qfAS8Ze4z51hwBks1ng4eZug/RtI9FP1BUTu3PHitT2M/9Tu/8x5vwB4sPE+4nFibodgBrBNOUgeXc/t+tctmyhL0E0QSzaOLWgjHeEwtkMbac/fOQAG2DLeHuZ+4T9Wbd+LCIi0kUKAERE2iuXy7lc/5Cr/W3OArrMXBjBBFhXxethfYLmcoLHmXtYsFjXBcgn8LAVvJvsvovN3U9jYEsjfgiPLSvh7Wf+fmzf0jipwIUWAVTxJyl91N7csR+CiIisHwoARETWhUvNBWAsx9+TF5QWXGoudIcJuEMJavg3Nc5Rbjq2LBqpbyAE81QfmnzkdO4Wtzkw0NgB8AnK+JMUP2d/udxgPpl6aQRTwXtp9uNt+W5FRKR7VAQsItIuuVxufHx8hTuMjo6GnUCvtbuBj2beB7wk/drFd77W7gI+nHnvy8dev2DtpkZA/dgyOH5smV+kNkfVYKoEHtZlB7kUIFddsNibzKUuYHDRwnvM419vrz7Vb1xERNYz7QCIiLSLS/7JNfX7XyCdTi/3TyswZum37kea88MNBHds2fNST7k199OmGoB6f6EStf3M/6SxgRB6hbl4JwP99XPNjI+12Hlqb7G5Ux2kiIisWwoARETaK5VKJZPJ5oz/NVouAFiSqy6w2HBO7xFU8a9d1Lr0SeZe92b7VhJ99XwhFwBQxjtI/uP2p60av4iIdJfagIqItFc6nR4bG1tQB9wx19hdPjaAIrV5qgVqlaVm/4CFMn4J330s4ZfwitSK1DyClZ8l95OfpV7y1rZ8AyIi0mqqARARaa9kMtndvVZXPPDc1FMsfCZ71XJ3c2cMx4gG2AAa+UJBGd+dR7bYm82lfUQtdvylT6SUb9c3ICIiLaUAQESkJ3x6+am/U8SboWKhTLQfP6wYLuFNUF5w59eYR+2gfwf9fUS/fZYZ/9lvR/fMtm3sIiLSSkoBEhHZhHI//c2pfsnNdv8c1aOUjjVdjlI8TOEYxeZ7Pts8ZIBYBGMwfxgMvnP3AXw/Xim/0lzSuu9ARETaRTsAIiIbzAkbB2U+/gWi8eRFDzzVR/YIDH4Zz1CxjXaiPsEv7MHmu0WIVAmi+MC37j5IPEGt6mP7iJ7qM4qISOdpB0BEZLPJfO6bVEqr+MLr7Z4iNR9bI/AIfGwF73q7p/k+H868p4Jfxivj3bY1eufOYawFzqlGi3it+QZERKSdtAMgIrKppF7wj9gTNO1Zwc2LDgdYwGCKeAm8AE6bLV66J3rtWf13L3hl/FhTAPA35gH3ZUc/MVclXCP4R5td9ahERKSFtAMgIrJ55H722/Ff39HWp3hp+nWTlGeouMuugeDsiek/ufXw0Pz8VKNW+Cnmfvdkez+xBLE+on3EBoi/y6TaOjARETlJ2gEQab3c+8wZ2xjqxxg8n92HefzrdeKedELm01/HWtrcddQjOEZpgFg/0YODp192+/wxKmW86UYAsIMBi61howQGLARYMK8zj36vvf6DqecPEgfzwuxH2jpOERFZkgIAkRb79jvN3U9nIMFgPxGDH3DPc/j+u80fv0ExgLRX7me/Hf/Zb9s9+weutbsfay4sUjs0HN8yN+8XpycwAfZGu9fdoYpfwgMs1iNiwSfwsB5B2jx2kLghauCD5onz1N5qx9s9YBERaaYUIJFWes8LTDRKzaPmUa1R9ajUCCzbhro9MukByYc/IP3s/zP6kPuMPvyBo4++uK3P9WO7q0qw56zTrfVrBBX86xqnC380894yfngJjxYu4sWJ9BGNYqKYKJEokSHibzKXtnWoIiKygHYARFrJWuaL9MXwA7yAiKHq4QcUKnz9g6mnvkpFkNJeuZ/8nFote8UHO/BcN9o9kYc86erL/zV5yUMX/NMc1RjRGraGjRGxWB87SeEchqsEBmMwBtxBY1EtRYmIdJYCAJFWmi+RL9MXw1p8S8RQreEF5Evca2fu9581gaVQ5qKXKB1I2sMG6Zc+szNPlbv516MPf8Di2f9L0q/74thHAhgk3k801kgBqhKU8CN4FhtgDcYjcCcNZ1LPPIvhKKaG/+LsxzozfhGRnqUAQKSVDk+zdQjPp1hlqELEUKkx2MeFZzHcz1A/wLZhbvusuc+zFQNIi+Vu/lXuhp9nP/2+zjxd5hNfJFi636hPUMQrUIsSiRMJsD52mFgJL4IJwAcD7qiBGKYvt7dANEYkwL7XPOF19oed+RZERHqTAgCRViqU2XWEfJnhAYYSRCJ4Hg+6oN6XxQ8whiCgL8aPP2Ae+2rFAL0ll8u5Kyc8ynfVFq/Ht8/4T35x9eXvWvKfbrB7H2XOjxLx8Wv4br1/Cq+PmIftx+8j6nYAItjTGYxg3AWIE3mHSb7Z5jr2jYiI9BplXoq00pd/aMtV9h3jlr3cup9b9hExFCrMFZkrMVesX/IlvNWf1CQbTCaTMcYYY1IN7noYD7TsiT72hfSL/661j7mc5fJ/QjfYPdfaXdfZ3U8fe9n1ds91dneAPUbxGKXwchuTgKshrhJU8av4VYIAXm7aW8QsItLLFACItNhnvmX9gJrHTJ7JOeZL9Uu+RL7MfInZIjMFZgp892uZbg9W2iuXyxljgGw2a5tks9lkMplKpTKZVv4O5H7yixY+2spWyP9Z4CXp17orN9i9QIHaUUoHyR9g3mLL+CW8Ml4Zr4Rfwp+iOEe5ikJkEZF2UQqQSOtd8R0LXHl5BvjVD8dGBvEDqh4DFTD19qCTc/jFbg9U2i+ZTKbT6cU3uiygXC63+F9XJ3fzr5KPeHDHUoBWyP9ZwY/trkebC8AGGIv1sCW8ONEAG0AUhuk7k6EIxse+zYy+RUcEiIi0gXYARNrlGc9PP+P56YOT7J/gwCT7J9k/yQF3fYJdR3jKs1oz85N1a3x8vOV5Ps7irYPMx688ySX5lrj68netLti43u6+3u653u6+we55UPKSaSqzVGeoVvD6iYXnA8SIDBF/q3lsqwcuIiIY2/4zI0V62d8+wQz2E40wPMBgAgs1j0KZqTm+/EO9+ja/VCoFJJPJ0dHR8Mbx8XFgbGzM5QKd/KNlMpmxsbGxsTEXV6TT6fDLIw/5k6svf08ni4Bb4jJzYYLoVuIXsGWEvgSxBNEIxicIoEjtNxy7yt7S7WGKiGwqCgBE2u7v/tTEIngB0cjxRkBXfk8vvV6Ry+Xcgn1zF6AlU4NWEE79w68KHzadTjO8I/XMV9nfbrzumY8y5/cR3UHf2QyP0Jcg6uFHMX3E3BEBhylcYX/Z7WGKiGwqCgBEOuTJSYPFWioe/3PdEq+7W3OZaIR7P055QXIXi6f+zVwYML6vOHrpYzpzAHA7PMnc+2yGTqN/O/2JxoEAVYL95A+Rv8r+rtsDFBHZVFQDINIh38jZb4zb//iRXTz7z77X3PJpM3RgbOTQ2IEvm1s/Y7oyQllvXP9QwFq73HZBMpnMZrNXf+VyJna3o7VoZ0xT7ic6RF+USIyoKwNIED2LwUlK3R6diMhmowBApMu+kTZbh4nH6IsTjxGLsmWQX35CMUBPO5mpf7PkIx6c/Z//dK1FN2IYYCFKxGIDbA2/SG2KUo3AwgM4rdujExHZbBQAiHTTy//SRCNUa5QqlCqUqpSrVGoAX3yjYoBedKpT/2bpdNpa244TBtrtj9i2g/5B4gPE+on1E9tGfwmvSM3TgQAiIq2mAECkm/rizJca5wSXmCsyW2Q6z2wBX9OeHhNO/ZdL9z9JLgxwZ5BtlDBgKwnAxwZY9zHAxojMUSlQ6/boREQ2GwUAIt0035j0zxaYLTDbuD5TYDrf7cFJpyyY+rfkaLBsNpvNZl0YsM4zgjKpZ9UI3Hp/Ea/UuFTwDWaaSrcHKCKy2agLkEg3PXnU3O88ztzG8AAjA8SieD6ez1yR3+/nfV/Ty3OTa16hb9WRwAs0dws9pTMHOuAfzWO20JcgFsUE2AK1KoErBvCxFfwpSr/k2M12f7dHKiKyqSgAEOmyZ/+Z2T7CiAsAYngeNZ/peW7bzzev0ctz03KT8hX6e7bWOgwD/sFcspOBfqLuAGAf62NnKBfwA6xPUMGfpPR1+9tuj1REZLNRACDSZX//pyYew/cxhliMmgfgeVz5fb02N6cOT/2brYcw4J/MpQmiQAkvTjRBNNEIANzJX79nKkbMx5bxDpP/sd3dlXGKiGxiCgBEuu9vn2iiEdxr0UIQ8JUf6oW5Oa18qlfLnyuXyy2e63crDHiZecSZDPUTTRAzEGCLeEW8BNFIPQAIyvhHKByg6GNL1K7V7F9EpA1UBCzSfV/+gb3ye/aL37df/L790vetZv+b0lr6e65CKpUClmwJ6s4O6/ChAU829xuiz2DA9bc1YPqIWmwZv4xfxivhF/EK1Oaplqip/4+ISJsoABARaa+TnPq3cCKey+Xc2r9rCTo2Nra4H2iHDw3oJ1YjqOBVGtP9Ml4F38Ic1fAyS3Wayv2Tj7jW7v6FPdDuUYmI9CYFACIb0g0fMr/7lPn9Z81vL9d5YevXSU793d1aOBFfkNjjko6WvGc6nQ67hbY1DKjUJ/1+eHH5P0VqB5ifoDxBeYLSUYqHKXwqe1X7RiIiIgoARDaYz7zW/PSj5vSt7NzCzi2cvpW9XzQ/eI/CgPXl5BN+XKa+tXa5pfrVSSaT4UOl0+kVHtllBLkwoH0ZQQW8xqVWoNZ03ZuhfJD8QfIHKUxT/pU91I4BiIhISAGAyAZzxjaMwQvwA/wAL8AYztjW7WFJwynl+rvZfzabdZ8mk8nR0dFTei73CIv/KZlMNq/6uxhghYdyYUA6nc5kMu0IA6YpT1OZpjJz18sk5RJBCa9K4BFcb/e09nlFRGQxdQES2Uj+6enmoffk9K0M9TM8QCxaDwPyJW7bz9+9Sy/n9kqlUuFkfbFVdPgxxrh63CU/XZl7umQymcvllnxSY0zz7WHnnxM+ckvaBL3VXDZIPEHUgk9wmMJNHI0T7SfWR9SAT1AlmKGsSb+ISIdpB0BkIylVmS8xXybfuMwVmS0wk2eu2O3B9bDVdfhJpVLJZDKcYedyueZPT8htHWSzWWttOGVvtjj1/yTX9U9mN2DlVKV/NI/pJx4nGifaRzRB7CyGH8JpbsZ/jOIRihOU56ho9i8i0nkKAEQ2kok5JueZdB+brkzMMzHX7cH1gMVT4XDqv4rW/q5RT/NDLfkIYYnwgmdv/nTJLH93o+sHCpxSchFNYcApdQt9jXlk2lw2RKyK5xHUCNzHALuFRJGaR1DFdxe1+RcR6QoFACIbSbHC3qMcmGT/BAcmODDJgQn2T7D3KLfu6/bgesyCqf8qZv/N6/1u7r74xK5wYyGZTI6Pjzf/69jYWHiLy/hfnOXvcnhcfyG34XBKg3SPHHYLDWOJ5bzZXHo6g9sZ2Eb/dvpjRA4y71r9lPAq+D+1+260e39i995k995k957qYEREpCUUAIhsJF/P2fkStx/kDwf4w0H+cJDfH+D3B/jtXr6s48M6JSy9Xd3U3xkfH29O/llyA8Fl+bvbR0dHF6/BLyjzZanMnHCEazl+ODw0YIVuoS8zF8eJNj4zYKKY7QyU8Uv1pp+1KzL/uroBiIhICykAENlgPvttay3zJQ5OsvcoB6eYmOUL39Xsv0PcpBxw6TFreSj3OG5t3pXzLngiVqzZXZz2MzY2FgYJ4e4BkEwmVx2oLHjG8NCABbsNr079bYD18D2CPNUJCu7AL49gilJ4yNcz069c4xhERGTt1AVIZEN6ctJYCxbgP350Uq/iX3w1NZjAwn3+ctk+NrKcXC43Pj4eTv1X3RunWZhYv1wPn+YnSqVSi3vyuM79C/oIhe/qS35JS7iRu7jCPf6LzUVnMzxANEHMYAJsBa+AV8abopTHrxFMU/qhvaPlgxERkVOlHQCRDekbOfsf4/Y/fmRPZvZ/1VvNLz9htlRy26q57bXcwa+Y3+j84FPhFukBd1ZXq47sdQ18lmwclMlkFjQIchPuBXdzqf8LBhNuArQqUFkwMGOMKwwI2wQ9ydxzmD4DFtP4dbRRImCLeHm8Q+QPU5il2trBiIjI6igAENnk3vkcc9pWYlGiEYwhYohEGB5g/P2KAU5scX9Plw0PhAk2LXyucCq/uEHQcucPhGW+rhPoKTUSPVUuCgr3K8I2QVvprxFU8Ct4ZbwyXgm/gu9jJygeo1QlqODdbFWoLiKyLigFSGST+8grzL3OYfsww/0MJDAGz8fzmZjlslfp5b+sVZzqtUZu5d5N35szeRacFrwkdx93kHD7AoDl/KW571kMDdHn429nIILxCAJsgdpuZu9k9hf2YIeHJCIiK1AAILLJvecF5h5nsW2YkYF6AFCtUfWYmOMIyef9k+oBFur81H+xsADADaYdyTwt9CpzyU4G+onFiATYCv4kZR9bpHYnM99X3r+IyDoT6/YARKS9ZgpMF7AGL6BcOx4AzOSZVQ7gXYVT/66vjDQf4LXOZ/8vNA8/m2F36G8UE2AjmG0k7mA2T/XuyYd2e4AiIrKQAgCRTW7vURJxSlXyAwz0YQxVj2qNIzO86VNa/q9bP1N/J51Ou4N71/PU34kT9QlqBFF8SyTABmBgiNhtTP1p8sHdHqCIiCykBUCRTS6w7DnKnYe44xB3HuaOQ9x5iD8c5De7uz2y9WFxme860dZy3lZ5depvXclvCc+d9lVqnPsbYN+ZvcIdGrD4CDMREeki1QCIbH7P+jMTMXgBUUPQeMVf8Z0TvPY/+1pz//MZ6sdaZgubsGI4XPVnxfO2ZAX/YC7ewUCCqMXWCDwIsD62gjdJ6Qr7S8C1J6LRsKjLIxYREQUAIj3iaY+vd60MAozhq1ef4IX/328zF5zJyABD/QB+wHSe+z13k7xdaOrfEq82j9zJQIJogqjB+Ngy3gEK7soExW/aW8M7KwwQEVk/FACIyEIfeLF5+L04bQvDAwwmMOAFVKrsO8ZjX72x3zGaz8zS1H8t/q954HlsGaYvQbSPqIEA6xHMUPkDsyW8g8zfbPcv+CqFASIi64FqAERkoUScUoV8iXyJ+SLzJeaLFCps6Lm/O2YrXPVv9+x/02e9RzAV/FL92K/6pYzvYw+Qn6S0ePZP09lh7gjhTf9TEhFZnxQAiMhChTLzZeZLzJfqV2aLzBSYzvPJf051e3SnrHnq34FKX1dVnEqlNnfxaxm/cQkq+GV8VwpcpDZE9Fq7e4WvdWGAO8BYYYCISOcpABCRhabmmZpnKs9UvnGl6ZaNpZNTfyCXy7leotba5l7+m0+eWp5agVrjiueuzFO7T/Kik3mEdDptrXVhQHNqloiItJsCABFZaN8xDkxwYJKDkxyc4kDj496j/ON7NszRAV3p7zk+Ph6mtrsn3UBT21NKy5mlOkV5msr08Y/lKSqTlD+U/erJP6kLA1y30A30sxIR2dAUAIjIQoHlwCS3H6xf7jjI7Qe5bT+3LZHUvR51t7V/8wR6o9S5uvm3u36SuxY+dp7aYQpHKB6heJjiEYqHyB+huIoBZLPZbDaby+WUESQi0gEKAERkoS//0PoBpSqHpth9hDsOsX+CyTm+9IP1Xgbc9VO93Hp28y3uQN/1zE27x8bG0um0S80/mZX4x3O3P+bcP+f8FHd7KDunKM1SLeLdYPesbhiqDxYR6RgFACKyhCu+Y2fylKsUyxQr5Et8/rvrevbfyam/m6GeTOb6hpjFZjKZZDLZ/EM7YdDyRnPpVvqH6Ruib4j4Tgb+jPOLVK9bsfb3ZCgMEBHpAJ0DICJr8j9vN+edwXA/sRi+z7FZLn5ZR99VwlO9OrPkH66Xj46OLp46L7hnJpPJZtd11YT7dpr/EBhj3D7Acl/yAvPwMxgcJJ4gGidiIcBW8Y9Q+IC9sbVj06EBIiLtoB0AEVm9r7/FnLOTwQSD/QwlGOznnJ3c+O+mVY8fJqYvqVsJP27S79aqx8bGltsHaL7dtSLt1ABPwYIQxYU0i2fbbi7u1uN9bBm/RK3R+98r4VXwDS37/+6c/G7Ayr8nIiKygAIAEVmll/5v09+HF1DxqHpUPCo1PJ/+Pv79Ze2dkK2fMl8XAyw3N3X59MYY14p0vcnlcrlcLpzuux6mi3+e4fw7lUqdbUYq+JWm9v/levt/r0CtHYNccGhAO55CRKTXKAAQkVXaNkS+zFyBuSJzReYKzBaYKZAvsWWoNU+xeCk6nPp3LOdnySGFy/nJZHJsbGx8fHzJO481dKsoeWXNTUtZcfnfdemx1gYw3+j9n8fL19v/1w8BaN9Qw0MD1C1URGTtFACIyCrly+RLzJfIl5grMVdivsRckZkCM204L2zB1L+L8+kFy/npdHpBIpDbEHCxwfqc+ofC6b7L8FmyYqG5JOD+yUdMUJqiPN24TFGZpjxF+Rildo/W9SnSoQEiImsU6/YARGSjOjTNGduxUKwyXCUWoebj+cwVOTTVyidyU73lElQ6L51Ou1AkHExzSOCKktf5vN9x34jLAhobGzthvbJLGXo1l2ynP0HUYHzsYfK3ki9SK1DtwJjdHkVYk+CKMVQiLCJySrQDICKr5AfceZi9x9h7lL3HGleOcudhbtl3/G7fe5f57eVmz5XmwJfN3i+aX3z81MoD3HwacPWgLf0OVs8l9jTfEpYBuA2Bjo9olcJJv0uwWeGerhLgFVy8jf4EsX5i/cQGiJ3LlgeyvYJ/s+3cQXEL6oM79rwiIpuD2oCKyOo9689MNILvMzxY3wGo1KhU+cL36m8s30ibe5zNlgGGB4hH8QJqHoemeMRLT/DOk8vlxsfH3Ux6nSz8L9CcM7NC/syG01wWTGP7xf2P+Cvucw+2jZBIEE0QjWACrI/NUx2zP+rKaF186AasbqEiIidJOwAisnqf+7ateQSW2QKT88wWKFeOz/5f9WTTF6PmUa5RqVGuUa5S84nH+OSrTtDf0y3rWmtdzvc6PBPKxSSuNc36DFFWobldaXP/IlcBHCHiGoC61p8lvAK1El4V/52p53RrqK5AWWeHiYicPO0AiEgLXPmpDPCM591lEvzGvzUPupAztjHcz/AAsWi9SKBQ4o5DPPM9d3nzue5fzdYhBvrwLVPzPPLld/nX8Eyo9bbK7nYqNsfsv5kLwBYcc/YX5j5nMdRPZJi+KCZGzCMIsEVqW5P3zWSv6Njwljv9zcWK4UENHRuPiMjGogBARNrl5X9lHngBp29leIDhgeNVwvNFbj/IKz96/M3nun8zp21heIBEHD/A9zk6y0NeqHenrllyJj1qLhzlbkPEE8Rc/k8J7yCFAt6O5H3fl/1SN0fcpMOHQ4uIbDhKARKRdjk0xZEZjs5ydIajTVeOzHBw8vjdvvxmEzF4AZ6P5+MH+Jb+Pr6Z0fGuXZNMJl1ZsMtxcnk1F3FmnKjBRBqXBLGd9E9QXD+zfxqHBgDqFioisiQFACLSLoHlzsPsOcKeo+w9yp7G5Y5D3LofXK7/Q021xnyJ2TxzRWaL9WPFCmUien/qNtd3311/srmfxVYJqgQV/Cp+Bb+GD2wh3tVhLq350AAVBoiINFMKkIi00bOeZKJRPJ+BBLEoNY9KDc/n3pfWj8g1M7kdfu6cHYwMMDJIX4zAUvMoVTgwyd+96y5vUL/8WioRo+rz4Keur0qAXvD/mPucw3CcyAjxCGaAvrAA4AiFz9tfdXuAywoLSFQYICLiaIVNRNroc9+xVY/AUigxk6dQpurxxe8DuKOyilUmZpmYq18m55mcY3KOiTmOzR5/nB++x9zyabPDy+3wc6cHuT1Xmu+9SwlCHVXCP5PBcxk5g6EzGBoiFscU8Up4eWrdHt1KFhwaoN0AERHtAIhIJ3zu45lMZmz34XpH+ebqzGc+yZx3BlsGGWkUAdd8CiXuPMRHv2mBL77R3PtubBtieIC+OEGAHzBX4D7P0dtX57zWPGob/c0nAHgEM1TuYHYvcz+2u7s9wJOyfnYDcjf9MnnxQ7o4ABHpZQoARKTtwq4s3HXq7/z9n5p4jGik0QXIp+YzPc+xWf7negt8+c3mbjsZHmBkgL441uL7FKvsOcL/+ie9g3XCX5v7n8vIMH1hAOBjXf7Pzzj63/a2bg/w1KyHMCD1wjclL3lY+rlP7cqzi0iPUwqQiLRReKSX68m4ZFvGz3/Xej5Vj4lZDk5ycIrJOYqV+uz/X16XypfqlcHzJeaLzBWZKTCTJ1/u9LfTs2oEJfwSXhm/hF/CL+K5S3wD/h1xSUELehyJiPSOjffGLSIbgjuodWxszPWSX7kj+xXfsZ/7tj3vPsm7/1HygvsmP/9d+7VsfWm/UGamcPwyXWA6z3SBmTzT83d5Ok3j2sfN/ov4Lum/2HS5X/Libo9ulVy3UBcGdLhbaO6mX47/9s7Mp7/eyScVEQnFuj0AEdls3FzK5fycUpLh2z+0RG8fP+DABMDIIIUyfXH8AM+jUGbvseN3c7N/9Xhpk2kq/cQ8bIVYgqjBeAQBQYEaVLo9ujVx0Wkqlerk2WGZj32+A88iIrIc7QCISCu5VX8aTX7W/oD/8pHsdIHbD3Hn4cblEHce5vcH+MOB43fL5XJjY2PN67g3fCF18xdTax+AAE/g3Is444HsuAcjA5hjFCcoHaV0iMJHsl/t9uhaIJvNukMDOpMRNH7zLwGi8cwnv9zu5xIRWUwBgIi0RiaTMcbQuql/6Irv2JrHsRnuOMSte7llL3ce5sgMV43fZXshrDP+0QfMrZ8x50Zz58ZyB75sbv20GoauyT+Zy7aQGKFvmL5h+u7Glvuy7RCFCUp5qi1/Oleh2/lDfDvWLTR30y8BYok2Pb6IyAkpABCRtWrf1D/0mW/Zike5SrlGzadY5srvLUwuck/9XxmzZZB4lHiMeIxYlJFBfv4xxQCr9FLziAjGgoWAekZXP7EHseMau+sndl9rn86twQNuPb7DMQAdCQMyH/t8ffYfjWU++aWWP76sB2nz2H8xqfeax7/bpN5oHtPt4YgspABARFavA1P/0Je+b7/yQ/vlH9iv/PB4ifACr38axlCuUaxSalwqNYzhs69TDHDKXpF6msVGMRHw8UvUDjBfxqsSJIi2/Onc7N8l4ieTyWQy2a3C7raGAdnPvD/9nKdQq6af9VdXf+KdLXxkWQ+ebR6SNo8dIj5IfID4APEzGHqreWy3xyVyFwoARGQ1Ojn1d/NCY8zJTMXmS8wV691C54rMFZjOM1No6wA3rVru9jMZGiA2QLyf+ADxsxiap1qkVsRr+dNlMhnXM8p9Ojo62vKnOCXtCwNGL34IxbnRB1yQvOhBrXpMWSdGSIDxsEHjYrEJos8xD+320ESOUwAgIqemk1N/J5VKNTduX2Ee5mb/swVmi8wWmS0w07gyNb/cF8my+olZ8LHu2C8fa2GAWJ5anlprnyuXy+VyuebfqEwm05lfsJUtODSg28ORde1J5l5V/FJTt1x3vYLfr76Lsp4oABCRk9X5qT+N/p4uJySdTi9o9dPMGHN0lkPTHJnhyDRHmq4cmr5Lz1An86mv/frrqT/8V+rW/9Ssbgn/j7lPpTGVKTVNZaoEVbwjFFv7dOGpEe5TFw+sn76u4aEBrapOtkHrt1Ck66oEFfzmS/n4wXktjplF1kIBgIgArLy02ZWpv7NgCphOp5esDc1ms2NjY9Ua+4+x6zC7jrD7CLsalz8c4PYDd7n/3z/zft/6/z68tZrbVsttr+X2f9nc9GEVCdyFm74kiAwQTRCJYQyU8Fz+z9X2jhY+l5vuN+f8hP1kl+NOmmvhGE5GOp121cknDAPc62WlO8T6khc/tJWDk856o3nMO03y/eYJ7zdPeI95/KvNI4E5qvPU3CXfuBJe7/aQRY5TACAiKwmn/h07I2mxZDIZTrYyn/pa2O5zwX3S6fT/e631A2YK7D7Cb/fUL78/wOFp/ueG43XDr3/2zitvu/8lZx8xBgwRQzTC9hG++c+KAY6bo3omgwPE+4kliPUTGyQ+Qt88tbk2dP90Vb/uuvvfvdzvm4sAVw4P2sdlBHXy0ABZh15rHjVMXx/Rvsar4xyGX2UeabETlKYoT1Nu/jhB+SB54JoPmt9ebnZ9wdxxhfn1J/WGI12jAEBElrZg6t/FbOxkMulme5nP/Wfup79enAjUfP3z37XFCn5A1aNYoeZTqvDF7x+f/edu/tX7bnsCxjxo52ShTHip1BhaqjP7T/7d3PJp8/vPmt9e3lt/rR/ATsDHeliPwCPwCQxsJ3GAfMufLpxJu8n9cr9vzfW43f2dXEt98PiNP2vPuKTF3mIu+xeT+oB5olvmf6m5CPi/5oERjKuN8QjcC8TCCH0/tQc87BTlwxQPU3AfD1E4RP56u3f8/ea0rWwdYssgW4c4fRu3fqa33lVk/TDWLt1NT0R6ijHH3w3cfNplYK+HKkzAGJN85ivGbz+afsb/Sr/o6W6OGA7YGOPKNE/moVIvTY//+nYKc+9/wvWXnT/Z34e1VD3KVY5M8+TM8bfEL/yjecD5bB1keIBYFN+nVGPXIc66R7Lq8+CnZtvxna4fzzQP2UH/ALF+YnEi7hwAj2Ce6vvtDS1/ukwm46bRuVxuyf+b7n+6iw1O6f94u4U5aa5Sxd2YSqWy2WV/QzIf+lTmim8GP/3vzoxQVucN5jFbSSSIuqa3AbaCfycz05RPZ3CIvn6ifUQNuJ4/RWr9yXtnsldcZi4E3FuJxRq41u7+7OvMvc9h2zDDA/T3gcULKFfZc4QnvF4zMek01aSLyHFuHuOmWStMX9Yo97PfZD799exHTiGBO/mMl4zvnqZSGn3EgwG3CRD+6ynP/n0POG9wcjqPCwBqHqUq03dd1945ggE/wA8wBi8gYrjXOfT5OT9g95Xm17v4i7dszr/c/555Txm/jG8wYHws4BHUCArtSWVOp9Ojo6Pj4+OLf/HC8wFcyOe6ha6T2T+N5CUXBrjORSczttGLHtj+ocmy3mouGyCeIOrC2n+0C3/rnmkechZDHkEMU8OY+kF4dgcDhyhUCKL4QAAGPAIfW8RzN15jdz039ZQIbnXfXp69Cqh5zJfA4AdUagCeT7WG53f0GxdxFACISF24wtrWjcHcz37z+Je/7ep/e/MpDOzTXxvfN49Xw6uRn6QpXcQ5+blg8hEPHv/17dSqFw5PHpoiP0gifjwAODBx/J5jf28edCFzJQJLYIlF8XwihuEBIhGs5fAU55/Bzz9mHvbiTRgDvDz9+m+NfSpOdCt9/URiRHyCaWo1grm21TIumNZnMpnR0dFkMjk+Pg6EVcJtjU5XLQwDXNfaE9w71teBIfWmj6deYuCF2Y+ucJ83mUtH6OsnGicK+Nh3mcf/o726+T4eQRnPHYPtYcNZfhV/lmo/cR9bI9ZHEP5TnqptvDo+nb2q+dE+89HMfIn5EiZSX01wbzvlGtM6pUS6QTUAInJ84d+lNbfxiT711ce/+j1USslHPPgkvyT3019nPvdfAJUS+clUw+pqQEcffB87P3Vm5MhWJu88zJ2HGpfD/P4At+0/fs9ihfkS+RL5Mvky+RLzJQplihV+cTtT89xtJ2fv5JydHPiyufkjmzCRd47qPdiynf6tJLaQ2Er/+YxsIXaYDk1Ywv/FrvcO4P7Xr6vl/wXCepUle1WFcj9RDUDrvdVc9i6TKuf+UM794YPmiW83Sx8k9zzzMMBbVNzyBvOY5ru5HbAyfgnPtfJ0Hwt4PsEEpUnKk5QmKU1SnqI8QekoxQ9nv7rkkz7nJeljc0zMMTHb9HGOiVmOzbb8JyFyYgoARHpac3/PbDabSqXa11ox86mvZq78HwJ/9CH3OfmvSl70oPRzn+qW/0cblZerDlQyl381+dD7H7rhuocM/X46z+4j/OEAt+1n12GOzvDVq4+v5U/MMTnP5DyTjStHZ5gr8uNfM9SPax8EGEMkwrbhTdhB6CLOiGAs1oIFi41gtpCYpdKZAbi+++66K7oN59brtvdOeJqB20Zr1aEBckKvMY/qIxYlEsFEiUSJDBJ/i7ls8T1rBCW8ErXwgIsCXgnPI2i+2yzVOaqurecc1Xmqc9TmqM5R+euxl1QIpigfbBT4HqLwkL++/ckv2PvzryzbT/nABHuPsX+C/cfYN8G+Y+ybYO8xbj/Y+p+GyAkpABDpUYtb+7tZi8thaP3Tudl/NEZxPv3ivzulr8395Oej9zzz6svflX7h05MNqxhD7safjv/k5+kXPwP47LdsuUK5SqlKuUaxwhe+e5dMnnyZvUfZP8H+SQ5MsH+SmQLTBUyEqoe1WEu1RrnCwQnKVQY2V07Hk8y9fIJKYxG0jOc+1ggeyVndGlUul3P7VOtwB2DxC+rkDw2QNfprc38LNfwaQZXAncZVI4gsmuSExS13vbgw4C65bUVqE5QnKbsFfndlgtIRii9Lv/7H9k5XPFDEy1N754fueOqflf88VTnb5A582fxmqf6efsCxWW47wG0H+P1+btvPbfv5ze67ZB6KdIxqAER6zsq5/m7K0vondbP/WoXaqa0f537229y1N2Y/+a7kIx601jFc/tXRh9wnecnD3Kdf/uFKuftfy9pn/7mZLzGYYGSQaIRtQwwPcO5Otg+TiNPfRyyCF3DGdvYdY3ZzJfJ6BGX8Pvw8lR0MJIha7DzVAFOmO0fYdr315wktfkE11wfncrm71Af7Ogn4FPx35uN/kX7Rcv9aIyjjxYgEEGANxifwsSVqb08955+ynwnvGRa3eNgaNkYE8AlqBAtOt7jO7nmcuUcZ30BfvVQgqBFUGr//19hdwEcz779n4rWDCWIRYlGiEYzP1mGu/5B59Cvu8vvwpR/YZ/yJiUWZzhMx+AERQ9XjqvFNWEQk658CAJEecpJlvu1YXk0/8y8zn/8mxfnRRzz45AsAgMynvpp80L2Tj3zYGgeQu/Gn4z/73dUff9vJf8lnv2Wf/WfGle4BE3PcbTvnn07Vo1IjHsOLUPMJAhJxplrfGb+bCnh5attJnM5wglgfEWCIvjy13XQnZ3k9p/6zYmSyRJugSx89+vAHdHJ4G9c/msdsoa+f2L+OfSPA5qm91Y4vuI/Lzo/gBVgfIuARBNgiXt+ieHWOqoVB4o3+ttaV9k5SWnDPH9k7LzUXBlifIOz2c5Pd13yf/IHXBhdQqhKNEIkQieD5+AHRpRIsrvyeBd788voW6zv+fd3VskvvUAAg0hM60+FnBbmbfz16wc70S18zfvOvTuGrGsv/ax/A+K/+0Lz8f5I++2375FFjwVqiEQLLXJFEHN8SWCIRajW8gPkSQXDiR9tAagQDjfbnNDqaA31Ez2dLt0a1oTWHAcDovdfvVsb68UpzyU4GYkRiRCKYADtC31vNY//Z/rj5blNU+ol72ArRBL7BuACgQI1FJSsub6dALUYkTjQMAIpLnW99bX2Z/30vSb8WGH+/+dUnzGACP2Byjse80parzJWIx7AW39YX9T2f2QJXfTD1lFctMcXXvF/WA9UAiGxyi1OTuzCGT345d8316Rc9I/mIB6df9IxT+MKPf2HseU9b+/I/kPnYlS77/1R9Y9z+x7j9zx/Zz3zL5svMl5grMl9ktshckbkSc0VmCsxsrh2Am+1+g6kQNBUA+GX8av1kgE0uc/lX2vTIazxCuKf8b3MfN5X3sDUCdwyFRxAl8jdm4f7JBKUJSscoHaMUXj9EYXFbnhvt3iq+hQp+gVqeahmvgvcze2C5kbjZ/48/aM7awc4tbB9h+wgXnsUvP2HmS8wWmHVvAgVmG5eZQn3nUGR9UgAgsmmFU/92N/dcWe7mX2Y++ZWx5z4l+ciHn9IXZj5+Ze6aG9Mvf87ax5D52OdXsfy/2MFJYhGG+unvI/A5OsMRd5lm36ar5Ks0+h5WmvohFvGKbTsHYP3I/eLWzKfaFQPQCAOSyaRrbKowYDnuNzBs1+N+/cp4A8Sb73aj3WuhQO0YpYPk95M/SOEoxfmlFvWBG+yea+yuZ4y97OljL/u7sZdfZ3cvSOxZ7ItvNLFo/VhAP6gfDzKQ4HEP5NA0h6c5PM2RaQ7P1K8fmuLgVMt+DiItpxQgkU0oTPgZGxvretFk5tNXjT7onulXPO9Uv3Ds418YO8V+Qcs+1Me+kP3Ue9b+OM97EmfvYLifRBw/oOax6wjX38rEHB/95mar5MtTSxALsD42TgC4pumFLhUBd0zupl+M3/SLZPtP6k2n0+FWwHp4qXbMa82jtpNIEItiXKLOW+2PFt/N7T650l4LkUZiT2lRxx7gGrvr0eZ8MAFYAgNVgp+uOK136/onqeaTL2EgCKjUsOD7lGtEIuw+wnyR4QGG+okYah5Vj8PTfPS/lOoj65d2AEQ2FTeZANx8outTiswnv5y77qZTSvupf+HHr6Rabcnyf+6nv0le9OC1L/9/6Y3GnQDgLpEIsRhnbmfn8OZs5DdJeZrKDJUqtRo1d32aysSiWslNKJ7IfOaqE9+tFdLpdE8dGvAy84gR+uJE+4j2EY0THSExZh63+J7TVMJm/M2XWarTlBff/3q753q7+3q7+wa753q7Z+XZ/yl56ytS7ijA+TKFMi4VcLbITJ6ZPNYylefOQ/xuL7/Zwy37uPMwEzreS9Y37QCIbBLhab7rZykxd/MvMx+/chXJP8DYx7+Q/ewHWjKMzMevTF7Uio4rhmKFaAQDNR9r8QMqNc7ewZd+sNmW/wGLvQcjOxlIEI0TcV3Pv8e+uU4dBNYtmY98rn7lU19JP+9vOvOk6XR6dHTU7d2tz4MOWuKJ5h4P5LQAWyOIEgSYABtAFPNs85DP2l8239nCMUoVgn6iCWKRenPPIE/t+/aO9g3yK2829z2XkUH64vgBcwUqteREkUQfVY+qRyJOEFDzKVWYmONz37b/94+NoZ4aZKBY4b9+vAnfE2QzUQAgsuE1T/070OQnk8mMjo6ezAQl8+mrRh9yn1Uk/2Q+9dXkwx7Qktrf3E9/k7vuJ9nL19pH6B2vSZ0WMF+qN8Tp8wgCah7FCnObdEH8AewYpi9KJEYkSiSCjRB5POe+0W7yxIbxm37B6ecT+B1+3iW6hW7MMODy1Etdd51nZ/99wT8liJXx43guqyeK8bEBtoIfa7ScCt1k911mLpynOoONE2kEANanjS23PvMa86AL6/k8fTG8gESMpz8094H/xMKWQUaK9MUJLJ5HocyuwwBf+r6m+7LBKAVIZGNzS4Z0pMmPO9PUTVBOeFpw7me/G7/pV6tI/sn95OeZj1+ZflFrsv+TFz0w+9n3r/1xCmVm8kznmSownW9cCkznmZpf+8OvRzEiHkEVv9o4XbWKH8CrzCO7PbQ2yt30i/q1SDRz+cIGMh2wodsEvco88h0mOZu7dS5363zutg+aP16Q29NUUH6Xj8sVl19jd3kEFlvFL+FVCTyC6+2e9n0LW4bqO3sVj4pHzaPmE4vyvy5h/wR/OMDvD/CHA/xhP78/wG/3sO9Y+8Yi0kYKAEQ2qs739wzzE04mReHxL37L6H3utorkn/Gf/Xa0FSd/hdae/Q/4ln0THJzk0BSHGi0+Dk5xYIq9R9f+8OvOy1NPa7T+9NwlbAFUbef6a9dlPvI54v3hp7mf/aYrw9iIYcDfmwcPEjeYSKNSJoIZJP7qpohxhorL45+vf6yFmf0zy6SWXWd3u0uY39++b+GDb04VKswVmSkyV6x385zJ13f5PJ9yjaOz7J9g3wTHZsmX+U+l+sjGpABAZOPpVmv/XC43Ojrqrq/8vJlPX2XnJ7Nf/OgqniX9ome0Kvu/hZ54fu7Ff87fjvK/H8njHsC9zuaOQ9x5iN/v545D3R5cG1Txy/V1Wb+IX8Rr6sa4mduAZj/3r1df/i6Kc6MPvEf6hU9PPvyBNGrrOz8RX1dhwH9nPv7tzCdXuEOMSA2/Ur947qNHEG/K7bFwlNIk5QlKk5QnGx+PUjxEof3fxAlUqtSLfZsucyVmC0znueI79px7Js//o+R590leeN/kFd+xX/mhZv+yUSkAENlIun6q1/j4eDiM5ZqW5H72u8zHWlbCux58/11m2xBVj/3HGEwwkODM7fzJw9hzhIlZrhrfhJMA//hibWWOyhzVWSqzVGeoTm/2IuDkxQ+1xbnkg+6Vfs5TaGx8JZPJdDqdSqU636in64cGvMpc8nYzetvY128b+/oHzRPfbR6/5N0qx7eMjp8aUaBWbOob+1O7H5ijeoTiIQoHKRwkf4D8JOUVzuFqt/HPpG7+Yurqy1PzZY7OcHSWY7Mcm+HYLMdmOTrL0RkOTwO888PZt30o+7Z/y77tQ5u8EkY2PQUAIhtD16f+gCs2cNn/LhFobGxs8Xxo/Oe/G33QPVeR/LM+/eTD5sKzOPd0zj2de57DTIFyFc8nEefBF3DlJi3++1T2qnmqxyhNUJ6gPNE4XfUoxYNsrkOPVxSmvbmSXPcS6ArXLdSFAZ0MQp5vHraFRJxojIi79BN9p1lYAvTvmfcU8QpNl2LT0V3N9wzT+st4RWoVfI/gOru7Y99Rs/9Im199wpwXy50by91nOPf8S3KX/BF7jrLvGHvDy1F2HeG3bcw8EukCBQAi610np/6u/chyq4zpdNpNgNxkyM2HFk+J0s99yqZZ/v+fd5i+GBaMwQDQF2dqnuk88yW2DXd5eG1VI6jgT1Pug+3ET6d/O33TlH/Suvbq65/7DQ8rXrqei59Op7PZrCvHb20Y8J3MJ7+zVIZPnKiHreLXCBoXa+EfzCXNd3t5+vVTlGeozDYuM1RmqM5QmVrUs/86u/tau/vpYy97+tjLrrO721rUu4KPvsKctYNEH31x4jH64vQn+KNzOTbL7w9wyz5u3ccte7llL7cf5CtXb85QX3qWAgCR9avDq/65XC6czS+3yjg2NtY8B3Kj2qynF439val5FNzRPyXyZfJlimU8n5/fzkyB6U29FH6j3Vuk9jjOeSCn3Yvt92b7/dn5v7lHt8fVOalUymX+hLc0l8F0i8sIcmFASzKC3mIue5dJ3TL2tVvHvv4B88R/burb8w+pv6ngl/FKTVk9RWolat6iWvAa9hilo43LMUrHKB6meHCZ5P6Xpl/70lM5i7flhgfqvfxLVYoVylXKFbyAv3kcgWW+xOQ803kKFT7/Xc3+ZbNRACCyHnUl4SeTybjpzgrpPYtn/Bu0VfnJKNcYTLBlkK2DxKJ4Hrftq8/7KzWOzHBwsttDbLPHcFYfUYOJEHGtXeJE326S3R5Xh+RyueZXn3uBLPcLv0Hrg19rHpUgFm2k98SIDNP3ZnOp+9caQQk/rP8u3SW531vwUNfZ3RZbxJukdITCIfLHKM1RudHuXct32g7X/5u59dMm+WAuOIOhfuaL9ZN9pwvM5ClW+Px37J8+dexPnzL2xe/bK7+n2b9sQgoARNaXcOrf+QN9myc3y6X30EiKcDFAJpNZD2uibXLp/Tl7B8P9DA8wMsCWIR54ATN5pgtMznHnIW7rWtViJzzJ3Ms2EoHcpYpfww+wLzYXdXt0bZcbH29+Rbj9sSVfku41uxHbBD3NPMD9L64RVOsffQ8ba8wNagSu+HuOavjRXZbs2vlju6uG3/xo13YpuX8F2feZbcMM9TPYz/AAWwbZMshMgdnGxe3sPeN56Wc8f10cqS7SDgoARNaLBVP/rlT6Ns/4Xcb/kpsAYRbyggzpzeQdzzGJOJ5PLaDqU/OpeljYMcKBCW4/xN6j/H/XbealQYt1y73l44c31TNAahvnKIDcL25d5Rfmcs2/2Mst/7sYOJvNhhW6qx3p6p1MGPBc89CMedy7Ter95gnvM094mxkFPAJ3wkO5vsBf79tTwn9b6tnA5dmrZqmELTsbteDlY5QOLFMLfoPdc6Pdc6Pd8xO79yfrb+3/k68yxlD1qHpUa1Rr9de173NkhiMzHJ7mwGbf2RNBAYBIx6yQKO9Kb+nq1J9lEvoXbAK4uYWbcFhru9iSqN2ikXpWwFyBuca64Gyhnitc9Tdt/59Q43zWu1xcd5f8hjoKIPO5/1zrI2QyC9KBmm8Pz8Xr7lZYGAYs3ot4pnnw3RjpJ5Yg1k+sj+gIfW8zo+Xj6T3NeT5ekVoZ332tjy3hTVI6QN617DxIfpLSTRuzFrxSq5/wNVditshssf66LlXZfYTdR7jjEL/Z3e1RirSfAgCRDllyWc5N/cPWOl2fTC9I+1mwCeCKDtdtya+bjbXq0eZd1W+JfJn5cv1IoNkiMwXminxps8/+gSKea+QyTHQLsR30nUb/ThLTVCcX9XVZtzL/fvnqNgHG0umxsTE3mXadQBcs/4dF8+GLort9Qp1kMhnuRYTbEcP0WfAIfKyH9bEBNkrkHmxdnN4zR3WG6mwjw+d6u6eC576wgl/D9wnWYWLPSZovN476KtYP+aq/rvPcsodb9rL3KF/W8V7SA2LdHoBIjwqX/MfGxqxdL39vwhn/gs4n7tPwQKKujW9Fo6OjmUxmfHy8JXHU0RmSD+KcnQwPEIvi+UzOsWuKmTxn3SO59sdf/262+x9rLnwQOwaI9RENsB52iPgD2fErjnR7dCcr94tbzcjO1X1tNpt1J99ls0uc+hRO+t0vHusjhn+VuWQLfXGiGR5rk0ljzEM482LOKeFZrIUoEYsNsFV84CjFMn0JYgmiBuMTeARzVK7MfjV8zHVYxbsKv/xqKhHnfuey5xhVj1KVgQRQzwI6OkO+goEv/WC9vBuLtJUCAJEOaV6cdqv+62rqHwo3AZacyqzb2T+NImaXBr3kjO2U/NnFnL6N/gQDCWIRvIAztuMF/Ox23nFlrxwC+ijOHCHRT7SPmIEAW8E3mD/fIM1Aczf+1CSGgMxnv5F+9pNP9csXJ/2HhQG5XK45+QdIpVJdn/2/0TzmDIb6icaIBFh/7Mdv5tJv8ocyfgLfApgYNsD6BBV818lnntoM1SjGgI8Fao38n83he+8y557G9gH6Izzqvlx0b3Yd5qd3MNAHUPMoVTkwwZc19ZdeohQgkY5aDwf6rsxtArjkBxeorM9x0tR9ZcHRBGuvxXzdX5u+GDWfSo1KjYpXP/23L86ZW9c67I3iGeZBETePBJ/Ax7rZ4RyVxT3g1zVjcj+/Ze0Ps6Dv/gotQbvixeaiOFEAjDu5LoIZJv5ozpmjOk81T22emrs+37j+Y7vLIwiwrt2Tj63gbY4lf+dzrzdbhohGiUaIGKJR4jHO3smOYW7dzy37uGU/t+zl4FS3ByrSWQoARDokmUyu86l/yPX5cdfXbZOfsP7SVT02Vyas/XiyRJz5EnMF5orMFo83B5wvMjLYgsFvCBbKeMWmwtAitRJejeAPTH0u88FuD/DEMh+6HMBExn/RggCgOQXOpQYdf6JMpusvkwCq9X5NXrnRu6lGMETfZL2NT3mK8hRld32C0kHywHV29/V29/V29w12z/V29wat7l1OLEq5SqFEoUKhQrFCsUK1xlnbmZ5nco58kWKVq3Ja/pfeohQgkbYLE3463CN8Ldbb6uZirjLBDXJx5aWLClgmkemE8mXmS/T3EVisJRrF86j5zBc3+em/zQaJbifRTyyC8QkqWI/AJyjiBZhnpV/V7QGenP4h99/VZQEt0PyicFlALuvMxaJrfPC1eGnqaRW8MjELBjysxfrYKn4Rz8Ic1Rkq/cSimDAF6Dq7p4tj7oDMK1NnwnwRwBqqNQJbz/mZL/EnTx2zAX/3gnW9HCPSJtoBEGmjBQk/1toFWQRy8hb80BZMxRZ0YFxjP5aDkxyd4ehs49K43gun/zovNhedy5ZB4u4yRN8I8QqeyxuZpNTtAZ5Y7saf5n55W/2TU8wCyn7+30YvfsgKd0g3egR1/TSM15lHvcMk75GbeCinn8fICPEC3l0vtWvtbp/AQpFanlqeWhm/L3nhZn0v+tUP6rt/hTIzhfrp3e4IP/fpTJ7peZ7xvLRm/9KzzDqsQRTZBMJV/8Ur0C4G0EvvlJzw5+muL7iDMat8i3vKqBkZJPkgdowQi7LrKDWPmsfUPL/exX9v6vO/nFebR24lkSDa2AGwAbZA7RamZ6kco7ghEkVyN/50/Ge/y1z5P+nnPDn93Ke2/vEbx2K0/JFP0svMI05ncICYW9p3dRpzVA5RcjsAFbxjFL/L7e6l8dzUUyx8JnuV+3L3skomk+Fm2ob2Xxlzj7MYGSDRhx9QqvBHz7Yv/ytz7ulsGWRkkESsvgNQrLD3KG+/cvO/kEWWowBApMVWmKrKquVyubDr4oIfbDgJcz/55ve0VCq1+P4n6aYPm23DDPcTieD7TBd43zeoeZv//C/gr8x978bIMH0Jov1EXQDgDgY+SP43TG6gItHMBz6a+Xru6g+/NXnRA7s9lhZ4ubn4dAbCvKwJSgPEXZwWbfxvKuHtZnaSqo8tUZuhfLPdv8Jjbo63rM++1jzgArYPM9xPX5wgwAuYnufdV9EXZ/sQwwMk4vUAYK7I3qN8Lbv5X8siy1EKkEjLhAk/rjK128PZVJLJZJhmvSBvISxXcKuYzbW/q17U/N67TH8fsSjRaP3jlkFe8Gc9MfsHKvhl/Ap+pV5U6rsjY10R8Aaa/QOjj76420NomZc2rff3ExsgfjbDtfr/nXqtdgGvhB8hcpTiNOUCtZVn/4DLTgSMMev2mL8TGuzH8ylVKdfql2oNDE++FN/n2Cx3HubWffxuL3ce4si0Zv/S6xQAiLRAOPV3q2ibYDO9u1wv/8UJymHh73JdPl2cEH46Ojq6ihTn973Q+AGlar1hSLFCoUy5SrRn3i/nG5nieWp5PHdlvn6pdnt0PeqPzT0SRG3TUb4+1sIA8RJeCd9dyo2WTR5Bgdr1J13m63p/5XI5Y8yGKwx4zxtS+TKzxXrnLneZzjNboObxmW/ZSo1ShXKNmkexyhe+p9m/9Lqe+YMm0h5uqkpj6q+F/7XL5XIuL9lN9MMlyWQy6XovhguWTiaTCe8THlocfskqBlCqMldirsh8ifkic8XjRYRf/+CajhfYKCr492TLeQydxcAQkWkqU5SnKU9S3k/PdEFaZ4boq+AX8RpTfM9tyFTxpynPU52rX2qzVKap/MTu/fmJ1v4XcH1Os9mse1vbQGFAuUq+VG/a62b/7spsgal5gC/9wH71avvlH9iv/NB+7WrN/kXUBlRktdykcxPkzq43C04fC48lTiaTC1r9hFyL1TByaP6nVcQAbt4QjeAFVD2iEao1PJ+ZAvPeqT7YxvMi8/D/xYUuycRAAMP0ZTngVpR/bg90e4Cnzphuj2AlbzGXDRCLE3Fl1v9sr3G3v848aph4nGiA/Sc77tKx4vhgLL6rAQiwJbwStRJBFOPOaytQO0xh1eNxsberuslkMut2S/O6fzPD/VjL1DyVWvLwNJEIxQHKNeIxgoCaT6HMIZ3wJbIUFQGLnDJN/Vsul8uNj483H+AV/mDD0l7Xc32FR6BF/Vj+5vHmNf+HLYMk+ggCZvLcegDPZ2qe2b5k+oPdbPfebklzwcWcHcNEMGcwFMEEBB52jsoP2Het3d3tAZ6y3PU3Pf6lmfSLn5F+/t90eywLPdXc777sdMXWMSIBNsDOUX2rHX+zuXSEvn5isfphzMEU5duYGalXZteLgH1sCe8g88V6SGDdsb7Xtej/VFh8v67CgG9mzD3OZniAoX4MeAEzed71dXZuYesgwwP1ImBX7HvLXr6uQ75EFlEKkMipcfNRNsKBvhvL2NhYcyZPeHsYFaw8/2jVyWUffLF55V+ybZgtg4wMMDzA2Tt44HnccYhb9rG5Z//AKHc/jf4zGTqdQY/gKIUSfhU/gCclN2b6U2X1a+HtdgZDptFitXEhTuRl5uIoEQvhxWAGiW8lPkV5ikp4oO9U40DfCn4Jr4LvE7Rq9k8jKSidTq+fpKD3vsBsHSZiGvs6BgMDCZ77J8wW2HWE3+3llr38dg+/3cPuI5r9iyxNAYDIyVpwqle3h7OphJsqQDqdDtcdHbfZ0pmR3O00gKpHzafm4/l4AX1xHnohk3OdGULXvME8uo9ojGiUSIxInMhW+icpFfEK1CyaSK3Ga8wj325G32ee8AHzxPeZJ6TNY93tr0g9rUbgCnaLeMVGG58KfgRTxS/juUsFr4xfIxgkPkn5MPnDFA5TOEzxIIUjFH9uD15nd19nd19vd5981e/Jc2GAq8npehgw2E+5ynyZfKl+mS9RrGAMxQpBQLnKXJF8marH57+rX1qRpSkAEDmxTk79l2uAs4m59H3X4rM5vSq8g/uZd+AH8u7Xp0qVeg3ArPtYYLbAfAljuGpTLyX+nXlwAB7BHJU8lSK1IrVDzCeIFqgV8Ir0QAFEq73MPGIr/X1E+4gmiPYR3Ub/W81jgQDKx9utBpVGN89Gde+CBqz1CCHA1rDz1Gap5KmW8Vq43r8yV3y/oDS/8wqlenV+vsx8ifkSs+5k3zyPH01+/rv2i9+3V37Pfun79ou90bRXZHUUAIispMOr/uHBnEB3/8p2UrIhnPc3FwOE93EtgNrK88mXyYeLi2Xy5Xo8ML3Zm99U8acpWRgiPkjfIPFB4ndjxGL3MTdF+Rilbo+xBdzm0nJtZFvrT80940R9rIf1CNxHHxsn8n/NA8v4843+qnmqYetV1261QC2PV8DLUyvgFRr/eo3ddd/kRfdLXnS/5CPcqn8HvpFmLgxw3UK78gY1lWdqnuk8U/P161N5pvL1Pl0icpIUAIgsrSsJP2NjYy7jNpvNus42nXnebgm/Qbf8n06nw0oAFww0zzCWawHUQoUyR2c5NsuxOSbmmGhcPzbL0dl2P3mXlfGH6QPClPRjFApU40R3kDjA/Kez3+j2GNcqnPq737d2SxBzLTvLeO4YNbe6X8YfJP6p7FUTlKYoT1OZojLdSO6fpHSYwjSVGSqNj+VpKtONGOzT2as+lb3qU9mrwifq/BuF6xaay+U6v1e57xgHJjk4xcEpDjZd2XuM1717k5foiLSQAgCRhbqb69+Bde4OW25+sOQqrIsBwitjY2MuIYoWdfhZ2Ts/kt19mLO380fncOEZnLWNfRPsO8buo9x2ah3VNx6PoErg0tB/x8Q05RESW+jfQf/9OO0vuEe3B7h6tlLIfPBj7X5Rv9A87J/MpRnzuLS5zN1Sxi8TlBvnc4UpPcVGPlWAnaYSJvS7KwfI+3CM0lGKzZeDFCYXbcK4Nyv3scMT8W7VBwewf4LbD3L7Qe44xO2HuOMQvz/ALRvpfGqR7lMAIHJc18t83ZTXZSm4efAmKAYYHx8/pW8hXPh3OyEuO6gzS7bAs/6YPzqXs3dw1g7O2sH/uphH/hG37uMz39rk+cTV4/no/nb6o40+KxGMwfQRfUtjXrvxVIo0jupr0zO83jz6fLbtYGAH/TsY+IB54j+Zy2apzFGdpzpPda5xjrI7rmuGCnCt3e0O9M1Tm6EyS6VArYJ/jd1lsSU8t+p/jNIMlRLez+56CEMmk3HFM27DsDN5TQt0Pgz48g+sH1CscHCSOw9z+wH2HuXoDF/6wSZ/hYq0ls4BEIFG8v166OvvZv/uTKvR0VF3fUO/Tpv7+rucAfdzNsa4+f3iLzHGdOX/xRfeYO59N7YNM9xPog9r8X3yZX61iydnNvD/gpPxKHPeeWwZoa9I9WyGh4j3E+0jajABQQAFam+zP+72ME9ZKpXK7Ssm//hPsx/75xPeeeWzJpbzAvPwMxkaJOba9ltsgC3j72b2d0xvI7Ggc3+B2j7mmo9Ue37qqe7K5dmvhzdeYs6zrgUo3GQXrm+7l1LzK8iYLv9B7+ShAU9JmmgEwA8whq9nN/nLU6TltAMgvS5c9e/MjNM93Qr1c+4PZzKZdH9E3drepqkGdt+Rm7uscLeONf1cwEKxUm8wUu8wWKZUZTDRleF0lEcwQWmaclMDSpey4rk2oAVqmdQz32ge806TfL95wvvNE95jHv8Kc3G3B74S12DqJO+8lu5btcbmSXjxCIaIB9gZKocoHCJ/iPwhCgfIT1BacKDy5dmvu0vzjT+xe2+y+26yexfP/t1om8+9Xg/7hJ3cDbgqZ796tf3q1faqnNXsX2QVFABI71ow9e/M7N8t7btJ8HLT+sXLkOvhr/taNI8/nCXQ+IEsvn9n/ncs8NZXpFxP8fAy1+gwOLt+z5JqmZvt/hrBBOUiXqE+6a9fCS/zuduG6esj2kcsQayf2HlseaW5pNtjX5bb2ct+7bPJix648j1TqVQYe5/SU7wo9ZQKfgm/1Gjb3+jmWSvhXWN3+ViXz5OnVsKrteKgLncuXvNr5IQn5XXMgkMDuj0cEVlarNsDEOmCcObd4TwTN7N3z5hMJl34sXgAC9a/N/rsP6zrbRZOVtzEqwM5AydUrjJVZaCfmk8tIBEjsNQ8SlWmeqO94I/trsvMhdNU+oh52AR+gqjBeAQ+QYnqFkZ8rI/1CFxCi4UtrNP9EffCqb/cHn7/Fe7mVtNHR0dX8UtYJSjg9eG5c3xdCpCPreIXqAHX2l3ARzPvA16Sfu0qv5lFY25+32g+SWMB9163um9tLVwM7xZZTult9vp/M1uH6I/jB0zM8eh/0Oq+SFuoBkB6S3OLyc6vMYeT3XAwbjdg8d9mY4wrfqXRG7Tr8+O1WPCNO2ENwAo/hw574V+Yu5/BlkFGBkjE6wFAscyeo7znK73yVvlIc14f0X5i/UT7iBnwCTyCIWKnMzhMPFGvDag3DC1Q60/eO5O9otsDX43mopSwpnaF+7/FXDZIPEHUYj2CN9gs8Hhzz50MuJ9YjIgFn6CKP0np/7O3tWnMzX+7l+ttGn53LkLoyp/75qKmE77lXv9v5rStDPWTiOMHeD5HZnjYi3rlpSfSSUoBkl6RyWTC1jrdavKTTCabl/Pd0viSfT/d33J35/UwM14jd8jXcv8anjDauQEto1Rl1yHuaFxuP8gdB7l1P3ce7vbIOuhGu9dCBX+K8lEKhykcpTRNxfUIKi91Qm0N333tm82l7zCj7zapfzHJ15pHdvcbOSGXqh5OTBcsqy/2RvOYwUb8kyA2QPw95vFABf8IxWMUXceeoxSPUjpM4QjFNo28+cWyQtzi3vHCc0W6UkrkMoJO5tCAr/2TiUSo+fWpvx8QWAb6+EbadHC8Ir1CAYD0hK5P/Z10Or0g9X90dHTBgV/uX8O/mushN2ZJiycTLsRa8m+8+y7Wfynz579rn/Y4nvNEnvUEnvZY/vJR7Jtgap6rcr21BnmN3VXG87FVgiq+R3CN3TVHxbWwnG+cVjtPdZ7aHNU5ak82932LuWwLiSH63OVubHmreWy3v5VlhaduhzPjBb+3Cz59jnkomPBAX3ex8EZz6bV2t4UCtQlKRygcpjBJaZ7aTXZfO0bu1hHcmMPdsyXvmcvlwuPzTqkeuuVOWB/8L69LlWvMF5ktMFtgrshckbkChTKxaDdGLLLZKQCQjc1NOle+Q3db+y+wYLrv5h/NmwAb6ADg5p98GGKxzFlmi9cg18mqf7Pvv9ucexrbR9g2zI4Rzt7Bm5/GF7/fW7N/5yd27w12z412z0/s3hvtHqCE706unaQ81bhMUjpK8cPZr57NSAQTYC0EWIsF+ok9zzwM+Adz8dvM6HvN4z9onvh+84R3mmRXv7njbX+bF6dZtLLe/Otaa5yS5g73LeEV8EqN3Y8f2ztrBFX8KoFHUMFbe6XvCtzgXXp9cy+gBd9jMpl0L0a3S9D1N8AVwoDAki8zXyZfolBmvsx8idkiMwVmeqMCR6TDFADIprXepv7O4k0A7rrWuFESfhY06nFzKZdssNxPe523NP3YP5i+OIHFD/AC/AA/IBblRx9QBgLA9XZPlWCSsmtneZCCa2o5TfnVqb/16kfeeo2LX8Kr4g8Qe7552Db6+4i6S5zoIPG3m2QXvxeXMxOW44fnza1w/zDrKbyUG2HApzMfAG5oBEuufWdbx++y5rLZ7JJvbrlczh0M7PYKVo4TOm/JMKBQYmKWiTkm5pmYZ3KOibn6x2Nz3R6xyGakAEA2ttHR0cXr5etz6h8Kj/t1ny4Y/zr5I30yFkQy4+PjYRbQkrv84SEA6zMGsJZCidkCByc5MsXhKW7bR76M53d7ZOvGj+ydAbZGUKCWp+qaWt5g9/rYsDCggl9pBAOuQiBBzH1VDVsj8LA+1sDLuneGwOIwu/nX9aOpF38m9bLzchOn5w6Hv89N6U/Hk6DmqM1RfW761R0ev9P8LTSfreHW/sOAnI63OzsZ4Qjdj/dPnpredYR9xzgwwf7GZd8Ee4/yhwMnfjQROVVqAyobm+s2HX4a7uyv5/ZW7i9x2Hf8hI1H1iG3uBj+8F01s0sBcrcvblTihF+1Dr/rfJlKjZEBRgYYGsDAGduZyTOd51tfyfz536yv+VO3XGN3Ac9JPQX4TPYqd2MRL08tSqRG4GOjRAKsT1DBP8D8uYyUiAUARDFBo0umSxMCXmsetZ3+BNEoJoAStX+yS2SRtVsymfxb84A/Yscg8RrRizi7mrs9kbs1OZbMZrOPMRcAJbx+YnGiNL6LKcqdH+pizXl3C15c63lNIZlMWmtdlPV3f8KBSQ5PMzJAXxzfp+YzNc8V31m/b+YiG5d2AGSTWOer/gu4lTk3G16HqfAry2Qy4WwjnPe7nASXlhCuOy5XzLBCmlAXBQHbholEMC7lx2BgIMGZ25hVFvJdfSZ7VTj7dyYpTVGepjJFZZrydP16uUCtQlCqH48VJs/4JfwCHvBS84gR+uJEGglCkWH6MuZxHf6OXL3sOYzEiBgwmAjGYPqIBmM/BGr4rgqicaxv/ePs+ggAwheds6AOJywFXp/cu8c9HzPm+VQ9js1xcJKDU0zOUVwXP12RTUjnAMiG13yab7fH0hMWn2ZAY1sjk8mEV9b5PsxiH365uefZbB9huJ/BBMbg+Xg+E3M89lUb6RvpisvMhRFMjIjrhe9jfYI8tfslLzqS+802+hNE+4nFiAQELmVoguIMpYdwxlYS7l/d/kAAJby9zF5uf96x8edyuY+kXnIuI8P0JYgmiLqTztyORDx5r3/KfvYSc14fUR/ryp0N1PDbne6/Cs0lv+Pj4+tqt238M6kdI8SjlKo87G+WOLggk8nUJnNAMpl8+4fWy7BFNh/tAMgGFh4zybpf4trolmveR6OTqbvuKg7DosMODrAF8mVmi8wXyZeYLzFfYrbAdIGZPJ99Z+rEX9/brrG7AmwVf47qFOVpyvPUKniXZ6+aojxBaZLyJOVJShOUJygfo3iA+UHi5eN1w54rGyhQK+MZlqi9/kjqRR9LvbhVY36deVTGPO5fTPKdJvnt1BurBK52ubnet4hXwDOYXC53E/uusbuut7tvZ+IG9iSSFw4n79WqwbSQ67rrcutZ6qzxbrn2X83ZJrfTy+3wc2eZ3J2fX/i/2G2KXvtr4juT1/56wx+CLrKeKQCQDSlM+AmPuTlhP1A5GW4Gv/gn2TylWFy1HPb2cU0V3dr/+pl2nIxr/9X81aO57P484HzO2UnNYyrPVJ7peabzTCsF6CRcY3fdP3mxuzwwecm1dpdbHbeQp3aU4iHyBykcJH+Q/ASlm+z+Mn6ZoNQ04XaTb1c93PzgbzaXvsukqrnbq7nbP2ie+A6TXDyA/8p8bLmx5X5+y4Jb3mges4OBLfSNkBim72yGL+LMYqNwuYBXpOY+ulsymUyY2HaUvMt2W7enW4QpeevnIJH/ypiBBMYQiRCNYAyJPn79ybvEAOGhZisfGiAia6cAQDaYBVP/5kZ+QHNBsKzC+Ph4WMK74J+ak4wXHCrkioDDI8w21tQf+M6/mC2D9MVJxEnE6e/jjG1EDYemODDJ3mO8+p1KRTgpn8x+LbyEN15rd9cI3OnCRWpl/BrBtXY3MEd19vj5YtW5pss0lfARXmUe2U8sgokScZdB4ulGncALzcP/2TzuPebxu8a+8QHzxHebxy8Y1f9kPvmm/99Lm295gXl4lIgFd2qBuzFBdAd9M1RmqMxSmaU6S2WG6jSV/8p9l0WnBLgrK09PNXl1XvfXJrCUKhTK9UuxTKmCF/DlNxma3tjDBk0nPDtMRNZCNQCyYbi/uC63ZLkpputO09FhbTrGGGutCwCWTB02xrggofl/xMb9yb/n+ebB9+C0rQz3M9RPJILn4QVMzfPfN1KqcHCSL/5A75Ot8eHMe1+Wfl346cPM3Ybo20pfgpirAfAJfGyR2gHmf2YPAH9p7nshW0fqqfn1+7jU/NuZCQguZNsw8QSxOBE3oS9R+0ebBf7BXHI6A/3E4kQCrEfwOns18DzzsO30DxBzX+Va+ngEM1R+xaQrSDDgbpyjMs4uNzF1v+fh+bsr/M67xeyNGA+3w6ueYh56T87cxlA/IwPEovUCm/kSu4/w7PdaY8wKP8+wd/D62dAQ2egUAMgGcDJTf2mV8C9x2KxzwV9cdwea9us39J/kdzzH/NG57BxheIChfiKGqkfNZ67Adbfw+wN8/rt6k2wjVz0cYONEIhg35w6w4Um6/4+5zzkMj9DXT8zV5ro7lPCOUEgQ3cnAADFXYQy4UoRJylOU7sbIEHFXl2yxARSp3ZncWc79fjv9/Y2vslgfW8Ofofxbpn1sBNz+gIEK3nDyXuGBwe6P5spl7icTIfSU5/65efA9OGMrwwMMDxCL1rt8zpe48yCv/cRJvcTcT9XFVPrBiqyRUoBkvXNv+myQ/p4bxQr76clk0vUQdNn8y22+uw36TTDFmS8xV6xfZhuXuSIzBeaKmv233TV2l0dgsRX8El4F3ycIZ/9Acz2uu4Sf7mOucpfjh+s1xCW8Gn4fUZ+gil8lqNUvvoWR3P48tfBSoFbAK9Q/9Up4fuP+HsE1dtdNdt/irTD3XrTkS8MFxhuuvW9bzRY4MMmhaQ5NcXiKw1McmuLQFAcn2X30ZB/EFTa4tYn1WXohsoEoAJD1a2O19t9AcrncgjbhzcJZSxh6rfDndhNMcf7q0Tz6vtzv7py1jaMz9cuRGQ5Ps/P8ZLdH1xOus7uvtbuvs7uvs7uvt7uvt3ua/zXMyA/LA1x2/izVwl079pTxy3hhDXGlfqMXNhpyRb01/AnK01Rcuv90/eCCyhSVY5RusntvsHtusHtutHtuvOtIXL27C4nDipcF34t71ej9aoGrxu2xGe44xJ2H65c7DnPHIW7bz4f/89RibBcGLNeuQEROkgIAWY809W+rE/7VdBW94ZnK7kr4VW4Xvu2jbL8vvMH87GPmtK3s3MJpWzl9Gw+7B1HDnqPsPsIfDvCGd6v2t/sC7CTlCUrH6i1ES+76YQp/P/YPYWDQqCGuuU9/y0RjTyDcPfDdpwU895hHKDZfDpGfpLTyYFzjgbDn1YJ/dYUxzdtiPdud7P/9Z3PTh81vLje/+kS9z0/Vo1Th8BS3H+SWfdy2nz1HmZhb5eO77UeXlKX6YJFVUA2ArC/hvFPz/vZZcJLXYq6Rf/MdNmVO87feYc7ewdAAIwPEItR8/IDJOf79v/EDylW+8kO9Pa4Lrk7Apea7K4BHcIPdc6m5YIj4IPGw0tfHVvD2MHsGQzuOJ/obCy4jaJLyf9rfXWYuNBCAgQDrjv1asPlwqhaXzod1Mmv8CWws2ffWX1kDffgBns/haS56iQX+7xNN0HhVVWr854/W+hJTfbDI6mgHQNYLrfq3SUv2ysPs2xYNqvsyzzSFMvMl5hsFAPNF5ktUalx6P0oVzf7XkWvsrhp+gPWwVXw3j7/B7gE8gjL+JCV3vIC7HKP4M3sgT/UYpYn6pb51cJTSAebdY5bwqngV/Cr+NXbXGmf/rjfugveu8IBC9/625Mtwky1gX/F605+ot1a1YAwRw5ZBvpkxwJd+YL/yw/pl7bN/1C1UZLVi3R6ACM3ZJt0eyybk/kCe0tbKZproL/blN5n7ncczHs9AAj+gWmOmQDRKzcPzmS2QL/HVq/WruL4sNzu/0e59pDkvRjQgcN2BIhhXQ1wjiOCX8SzEiATYAGuxP7H73Nfe3LjSEu4MjcWvHbdEvfjVF5bibNwWusspVohGAGoegBdQrtLf18ZndD9596POZDLaDRA5Ie0ASDdp1b8zXAzgpiDGmBMukrk/pZ0YWcd96KXm/DMZSNDfRyLOQF89BWhy/vjl2GrzkqUrbrR7r7W7rre7r7O7b7B7wg5CN9q9RWo+1idwy/x+4wCydli8/A+E1fYL3uLCQ7U3Wbrjm1+Wypfrm2n5MvNl5krMFpjJM1No+7NrN0Dk5CkAkO7o8NTfLQv1+J8El8bjGvssOMp3sc26frZ9pJ7fX6lRrlKuUakSWAKfAxPsn2DvMX63pkwQWUdutvuus7uvt3tuuM95f/bRt68xyWdlC15Q7i3O3bj4LS6bzboNz3DTYHO8R1U9puaZyjOVZ2qe6Xmm5hu3zHdoDC4McN1CdTa8yHIUAEinhVP/ji19he0sWbGjZY8If+bhGuSS99lMq5KhKy/PFMr1fv/1xv8FpvPMFChV+MNBfr+f3+3hG61ITZZ1JfnoR+Ru+kXbnyWZpFF1w4ne4pprBjbNe9R7P57de4wDkxya5OAUB6Y46K5MnEK//5YIy5bULVRkSQoApHMWTP07NsV0XTjS6XSYBtPLfw/CJUnXmWSFMGDzsfb4sV+zTWHAXIHpPAcnmZjjC9/T7H+TikTb+vDhplmYiLLyW1x4rm3YPDR8j2rrONvnxx8wv/6kef1TeOqlPPB8bj/IHQe5/RC3H+TW/dx5CDpe8ex+pDo0QGQxBQDSCWEz7A5P/Z3mPznpdNrFAJ0cwPoUHuUL9EgMYOHwNEdm7nLg15FZDs9waJp8Wef+bl61SrufoTlr7oQZdM2pQalUasHZGhvxxXjdv5kzt7NzCztG2D7Cfe/O/3k0dx7mjoPsn2B6ngemxtwCUIeFb3Q6NECkmc4BkPYK5/1drHVb3PZ+cZ/73uH+CvbsC/+K15lYlN8fYmSARJzAUvMolLnjIJ/X2v/mlXrGS+kfyn7qPZ1/ateUZsGNxhiXp774oIDF71dhn/uOjHc1vvYWc/4ZbBlkZIC+OEGAHzBf4pd3ctW11DxmY0nX7Ki7RyLo0ACRkAIAaZfOT/1dW73Fz+W22pt/1Rff0jt6NgC48d/N9mGG+zERfJ+JOT7xbfyAmk8QcMV3eu4H0lO6GAAs1jzpDyMB90/u5Rne4j4F1ucZfN95pzl9G4N9+Ja9R9m5pREAWHyfUpV9x/jfb7Us+r66S2GACEoBkjYJa9o62d9zfHx8ydyesMxuhVtkc/veu8xQP/EY8Rh9MeIxdozw9CT5EtWaZv/SOc2tP92iePMcNJPJNPcFWpwdtH7k3m8uOIszt3H6Ns7YykPvSTxG3h2uV2K2eJfWn83fV9epW6gICgCk5brY2t+9jy85rXcbEc1v9As+7R3JZLLXSiDe/yITWMpVylVKjUvVoy/Ol35gv/h9zf43v+SjHtHtIRwXzukXvFkt7gvk5qnr8KSwL/yjScSxFkv9IzAywKFJJueZnKsfqTExB43va8nkH/f3whjT+Yl4GAb0VCMEkZACAGmZ7p7q5f7GLNfkx9X+Nt/ey2/36zmZuB3K1Xrzn7AF0Eye6TxzRb72AbUJ7xXj7W8DejKa8/ubF8Vdkkzzer9LmFnyeIGuzJibBQHFxmL/XIl8ifkSxQp9cQ5Msn+CAxPsPcYdB+tjXnLRITwgOSyH6PB3ASSTSdctdEN3XxVZBQUA0gLr4UDf8fFx95d1uaX9sOGGSwBd8thO2ZTmSwz2YQzzrvtngZkis0Wm88yXuj046Yz2dwFaHfd+FWb7hG9KzenpCxoEufolN2ft+HgB3vLyVJjqky+RLzWO+y0wU+APB/jDAX5/gN/u4c7Dy1YwNzc/dW/dXYxn3KEBgLqFSu9QACDLOpmWbeth6u+Eje3dH5Il38SbW16u28xaaa3v/ov5+yfwoAt5wHnc/zzO3clcgSPTHJnm0BQHJ7s9PukY095zAFbBvWu59YiTbJbgZsw0ptRdmTRXavUMn/CI3+bLvmPsm+DYLIUy37nRLvd9hccguE/Xw5asDg2QnqIuQLIsY1b69Qh3b9fhOvriJj/rMIlWOuCK15v73p1twwwP0B8nCPAC5op88wYqNY5M8+H/1BtgT8h88OMMbkm/8P92eyAts7hf0JI90Nrkef8/c57r+zlIIk4QUPMpltlzlDsPA/zHuOWu/Y6aLdmZbbk6gc5TmyDpBdoBkGUtTj911s+q/3Lcu3a4hOP+UmpFpwfFY1RqFMsUyxTKFCuUKng+DzqfOw5xdKbb45NOSb/qRZtj9h++m3W3QVDVY89R7jjE7QePX27dx+4j/Me4dbN/YHR0NPwbsaAHw4K5/rpaS1KbIOkFCgBkWclkcnx8vPmW9T/1DzX3unHX1/mApeXe9upUWPVbr1YsMlNgOk++zFyRr2W1/C8b0uKUoQXv1e32+e9aPyBf4uAku4+w6zAHJ5kpcFXuLq+pBS1N3UzafVzQ/JSTOD65w04+DOhWMYbIWigAkJMSTv03ykx6QdufDTFmaa1ShdkC24bYMcJIPxFTn6PMFJieJ1ykFFnnwuPAaMxKF/cwyOVyo6Oj7Xj23/5w6b3Tz33bzpcolCmUKVW54jsrddR16fVuiu8aNoT/FFYDt3jcLaLdANmsVAMgy3J5kG753K2maxotG8gbXpL6q/vmdm5huJ++OJ6P53Nggl/uZu9R3vYFvfXJxrD49O4F5wcvecva/eTfzbZhhvoBPJ+9R3nsq1vwqllQAJBKpZpbo65nYeHygtqAlevlRNYn7QDIstzKR1jpuyHeoEVCF5+Wi0TwA3yLHxBYgJFBEjFu3d/twYms1uKEmcVJNWt39XvN8ACJPhJx+vvo7+Pup/Odd564NdwJudmzq2QwxmyU2T+NbqELDg1QhwnZoBQAyIm1aWdZpH0+8KZU1SNfYrbQKAMoMlekWGFkgK8r+182DrcN6yadYfu15ju4rdoWPuNHXmGspVyjUq0foV2u4gVsGWrN44fNTDdKTmkzHRogm4MCADmBbDarFjqy4fh+46CiMvly/aTS2WK9BkBkY3F7sG6lf0EPBncIemun0eVqPWyeKzFXrL9wpvPkS3zmHa0peHUL/xtu9h8KDw1wKUzdHo7IKYt1ewCy3rmT0l3x07qt0xJZYKZArVRvA1r16IvhB9Q8ChUm5ro9OJFTF3bUaeYmoC3vBzpfYq5EJEpgqXkYQ9Wj5jFToNiCJKBNImyUF8ZgigRkA9EOgJyUlpeXibSVtew5yv4JDkxyYJL9k/Xre49y+8FuD06kRVzyT8vX0Q9NcWSaozMcmbnLx0PT7DvW2qfaqMLWTNlsVm2CZCNS6bqIbE7PepKJRnnmE9g2RF+Mms8VP2Ryjs9+W296shmsvX/O//vP5m47GewnsEzPc9mr6i+Np/+xGRngtC0MDzCQwBhqHuUqByf5yH/p5UNYibG4GauOEJaNQgGAiGxOb3uW+ZOL2DHC8AB9MTyfqsedhxh9jd70ZGMLM3/WMvv/3rvMuacxPMBgAmvxAqbmecDz6q+O5/y5AfyA/j4M1Hx8n3x54VFfvSmTyazwk1cYIBuCUoBEZHN60IVEowQWawksgSViOG1rt4clsjYtmf1/4pVmIIGl/uqwgGWgjx++p57j/5lv2ZqP51MoM1ekUmO+pNl/3co/eddB23ULVVKQrFvaARCRTejVTzGPuh9nbGOon5GBehGwH1Aoc8ch/vptet+TnvbJV5nzz2TrIMMD9TV+L6DqcXSGJ7xOr46WWS5ZSKTrtAMgIptQ1WO+RN5dyvWuJrMFZvLMFbs9OJFucy+KsE/ufOPVMZPv9sg2l7BbqA4NkPVGAYCIbEKTc0zOMznPVJ4pd2W+fsuk2oBKz5uaZ6rx6ghfIO6KtJbLCAoPDVBGkKwTSgESkU3o/zzO3O00zt7BcD8jg8SjeD41n7kit+zlU/+j9z3pac/4Y3OPs9k2zMgA/X1YS82v9/l5x5V6dbSL6oNl/VAAICKb07P+zEQMwwOMDBCPUvOpeUzM8Zlv6U1Pet3T/9j095GIMzzAQCMAyJc4NsNXrtYLpL0UBsh6oABARDatZ/+5sQEX3YtH348tg/TH8QPmijzkRXrfk173zCeZSATfJxLBD4gY/IArv6eXRocoDJDuUgAgIpvZh19mLr4PO0YY7icRxwvwA47N8uAX6K1PNr9Pvco84AIGEwSWh7144e/8Xz3WxKJgCCyexzev0Yui01xhgDvQTWGAdJICABHZzL72FnPe6YwMMjxAIkZg8QPyZW7bx1+m9e4nm9l3/sXc/XSG++sBgB9wdIaHavtr/XHdQl25cLfHIr1CXYBEZNN6zxtSpQqzRWYLzBWZLTJTYKZAvogmQZtS7he3dHsI68UnXmlGBogYjAFTvzIyyHfeabo9NFkonU5ba5PJpLqFSscoABCRTavWOA1gvnHJl5hzYYD6nW9G4zf8NPO5/+j2KNaFWJRSlfkShXL9NIx8iXKVeLzbI9sgOt+vU4cGSCfFuj0AEZF2KZSpzBOLUapSqRGPEVhqHsUyR2a6PThpg9wNN4/vmkw/6/90eyDd5473Mgag5mOh5lGuKvRdSTjtdgk5nU/Kd0/q6oNzuZwKA6R9tAMgIpvWOz+S3XOUvUfZN8HeY42Px9h9lFv3dXtw0jbaBPjsxzPTeabmmc4znWcqz/Q8041PZTm5BiCdTndrGK4YIJ1OZzIZnR0mbaIiYBHZzP7+T008hh8wMkBfDC+g5lEoc8V39Na3CZn7PdaccQHYYPzKbo+ly57z5+bCM9nafNSXR6nKwUn++fP65V9JKpUC1kk9rrqFSpsoABCRTe7v/tREDIHFgB8QifD0v0qevZ1YjGKZi5++Lv7MS0uEAUD62f+nxxOB/u5PTDzGyOBdAoB8mYMTOuprJa4vZzabXVezbYUB0nJKARKRTe4L37VXfMeee6/kOfdKnnPP5AufxIV9udOC3OlB7txo7o4r1BRlk8jdcDOJIQD0/5QvfM9ay1yRfce44yB/OMCeoxyb1ez/BMKOnEv+kzGmKzk5LikomUymUiklBUlLaAdARHrIf46Z8///7d17nNxVff/x95nL7szsbLIQIEACoqYhYORSoOClZoeITWzVWuVibUsCDwUFFVpUWsHdFUFCRRH1AaLFaAiXBkFACAnETIIUWn4gG2NNBSRXkmwue5n7fG+/P2aSTUJCNpfNd3fP6/mYxz52J5PJZ3fnMTnv7znnc8aqOanmpOIxuZ48X1v69G7OBRv+ss//v8zl15nRR0piEqDmwnNNIBkpCOQHejDL6/yt1C7/73ZcVFsX1NraOmXKlEwm097eHtYmgVpECbEAjAzMAACwxT9/0gRSqapCWYWKCmUVKypW5Pm6/2tcMx72ljz/4o5fTjntpLAqCdGK7E7tIx/4dfCfvw4e+HXwn4sDRv97VRvZ7/aPaj06aytwauPvQ1rZzpXUIgrdQnEgmAEAYIurPmFOn6CxLWpKqDmleFSuJ8dTrqhVXZpxC2+Gw1725T90/MeDS15a7j/7QNi1HFJ3XW3O/DM1p9SUqC/3f229pn6Fl/Q+qHXeHODeX2NM6PsEtncLDb0SDEfMAACwRV9RvYX6YcA9eXXn1V1QT169BW3NhV0cDobW005qPXG8nGrYhRxSX/t7M+k4JRuVaFBDXI0NSjbq7UfrF23Maw1UNpsd+KKa2nX30MfctY0Bixcvplso9gMHgQGwRW9R67bI85VOqlBWbMcZgI1hF4eDpVqSlH1xeesZk8Mu5RB5+9HyfJUdxaIykow8T66vI0eHXdmwsqe9vzuqDf3DXQK0ix3PDuvo6KBNEAaIJUAALDJzuqmt/2lOKh6V48nxtLVPr72hXz3Hm+FIkH3uhXO/dFPbZy5s+8xFYdcyuF68LxOL6NQLF3/vCnPCWLU0KZ1SskEKVHVVcbWlTx/+N17V+yyTybS2tm6fDagN+rcfENbe3j5lypShOcimWygGjgAAwCKfPs80Nsj3ZaRA8nxFI6o6uvdp3glHjsip09qunDGCA8DS75ijWpROqHbIXaGs51dodFO95b+kqquqo65eJSe1/90/0Stm39QG+q2trbV+O5JqH4fsuH8XA4wBtYcNkfPOcOgRAADY5eMfMKlG+bV3vkCOp386V2NblGiQ4+rMK3lLHPbMSVNap3xg8Z03hF3IoKi1sh2VVHrbRnbP1+Ze/fcf+wOA46rsaGO3rrmT1/N+qrUElTRMt9huP9BgTzFge0g41JVhaGATMAC7PLw0mPtUcN/TwX1PB/ctCr70UZ04XuOP1LFHaPyRWj3XLP42WyeHt9b3nBV2CYPl6k8aSeWqCpV6E9tSVaWqfKmpUSu7tKpLK7u0skuvb9CKNWGXO5y1trYGQdDe3j5Mz96qdQutnR22226h2Wx2ypQph74wDBEEAAD2+s/rTKJRMjJGRjJGsaiOPjzssnBgWt9z5pKXloddxaAwUq607Vbc1tgqr568HFcrVuv3q/S/q/S/q/Taev3kcS7/H6ha+39JtRgQdjn7rBYDstkshwZgFwQAAJa66ZqMH6hYVr6kfEn5sgplFcqqOnrkG0wCDGeVUtgVDJZcSb1F9RT6G9r2bvu4Jaeqq2JFuZKqrn72JKP/g2N7t82wC9l/tfpri5q2T2Vks9nhuLQJBwttQAFYKhZVrqR0SYEkowZXnifHU6GsXDHs4nAgRm4n0K15rd8qP1A6oXRZ8ZhcV46nvqJWb2Iv+yCqddsMu4r9R7dQ7IIAAMBS+ZJUVqJBVVeup3hMvl8PAFvzYReHAzDlPWfp/qeWvDQCA8AvlgQzp5tCWemkRqUUq7WyddWd02tvhF0chrztMSCTydADxnIEAACW8nyt3Sxfak4qX1ZDTJ4vx1O+pJWcCzactb7nrBG8CsjxlC+rt6A3jCS5vqIROa4e+y/GcxiQJUuWDJ2DzBAW9gAAsNSNP1jcV9Sr6/Sn9frTer22Qa+u12tvaMUavb4h7OJwYILqiA0A9ywMckU5niqOKo5cT8Wy5j7F6B97V9sNLLp/gnMAAFjukg8bf9u7oOcpGlHVZS31sJe55Bo1JEfqUQDAfqidDNDe3s7oH2IJEADL3f1EcNFU4weq9f2pOPrlM8Gj3zBvO0rppKIRuZ5WdWnqV4gEw0nre87s+PEDYVdxcPxmduawZsWjqrqa/Mlh3IsG4cpms8P0UDMMBgIAANvdv2inwf0v2sw7j1FzSumkYhG5viaO15JbzZR/IQMMHyNlD8BvbjNHjVZTtb5HZeUc89Kr+rsOXorYZ8O6kykOOvYAAEC/L19gko3yfTmuHFdVT1VXfqDRTWFXhn3RduVM/38eDruKA/VQm0k2yBhFIjIRGaOGuE48LuyyAAx/BAAA6JdOqlBWb+2M1aJ6C/VboaL/+BdOB8Oh84W/NX5QP9irULuVVSjLcTXv67wUARwQlgABQL98WfmSGuMKpECKRuW4cr36eavAIRNIuZJSCQWBjFEsWj+oLl9SsRx2cQCGOQIAAPTr6tERoxVIZUelar3Dei0AbOwOuzjYpLeg7rwa4nJcub5iUXm+XFf5srbkwi4OwDBHAACAfqWqVm5UuaqmpNIJxaKqOnI8bc3pD2vCLg42KVS0bov8QE0JjSrXA4DjKsdBdQAOGOcAAMBOZk43kYgipt4G1PFUqSpf1j0LebfEITVzummMqzml5qTiMbmeHFdbc1q5Ub/i3F8AB4AAAAC7mjHN+IFkFARSoECM/hGCC881TQn1H1TnK2o4qA7AQUAAAIDd+9crMpK+9UOaZyNMn/qg8X0Zo0CqVPXLZ/hfG8CBIgAAwP5Y8tNMS0oyOvUCEgIAYDghAADAPnvhh6alSemEIhG5nrpzmvxZ3kux/2Z/2ZzyDo1KKtEo31epqhNn8orCPstms62trWFXgWGAg8AAYN88NcskGxSLKhpVLKpYVKOa9F/f42wm7Kfvfd6cOF7phFIJJRuUbNTolFbczSsKA9LR0ZHJZDKZjDGmo6Mj7HIwPBAAAGAf3Hq5cT0VKypVVNx2qziK8m6K/XXEaHmBKk79VnVUdSXpyW+RATAg26/6t7W1hVoIhg2WAAHAPvjmTDNxvMY0K51UKqGIqR8U0JNXd7z1wn9hPwD2zfVfyBwfz447QqOSak6pMS4/kOOq4mjDVn306/wfjQExxrS3txMAMEAcBAYA+6CvpN6CohG5vqpePQC4nnoK6msIuzgMQ56vXEm5kiQFRo1OPQCUqurOh10chonayh9G/xg4AgAA7IM1m9SUVNVVurxtBsCV42pLn3oJANh3nq+NPYrHVKqqVO2fAShVtKE77OIwHGSz2fb29sWLmX7EPmAJEADsg4vONamEDksrnVTTtgBQdbS+Wz96lLdT7I+L/8ocMVqjm9Sc7A8A+bJee0Ozn+RFhb3IZDKS9hoAOjo6ajmBNkEQMwAAsE/u/3UwY7rpzmtTr6JRBb4CyUj5UtiVYdhyPPUUtDWneEyNcXm+HFdVVz9j9I+9yWaz2Wz2rUf/taF/7XNG/6ihbwUA7JvZ84NyVa6viqOyI8fV7CeDB5fsOlZ79rvmd3eZFf9hlv2IXi54K/c+HRQr8gIVK+opqKegUpXRPwako6OjtbV1T8P6jo4OY4y2jftZJoTtWAIEAAfZHV8yZ07UYWmlE4rH5HoqO1qxWn/1r7zfQr+6wRx3pJoSMkaOq0mX7vSq+NldHRd/lq2cGJBsNpvJZHa7qqd21b924b+trW2Ay4RgD5YAAcBBNv4IRSPyffmB/EC+r6jRMWPCLgtDwKPfMCccreaE0klFIvJ8rZxjXnpVf9dRjwGM/rFP2tvb3zz6rw33t3cFHcgyIdiGJUAAcDB97dOm4ipfqvd2zBWVKylXVsXRPdeyFshqN15iko3yfXm+XE+uJ8eVjI47KuzKMDy1trZub/2ZyWS2HwPc2tqa3UZ7WyYEOxEAAOBgKlfro/98uf5J7eiAnny91zusFY+pUFZvsf/WU1CuqHJV876bCbs6DG9tbW1TpkzZ/nkQBK2trZlMJpPJZLNZjgjALlgCBAAH05Y+bckpElHFVcVRLFq/1ttX1Oa+sItDqGqBMB6TkQLVe8i6nnryKnOIBA7Mmy/w1wb9tW0AtUmAQ10ThjACAAAcTIWK1mxS1VU6oeakolG5nhxPvXn9cV3YxSEkS3+aGZ3Wae/Qqk3yA1Ucpar9AWBrTvlE2CViJMpms7VlQkuWLAm7FgwtdAECgINs5nRjjNJJNScVi8px5Xjq6qGxo6X+5/vmsGalE/Vdv31FLXhph1PkXG3u1Td+zmsDB9lb9AgCmAEAgIOsp6CWtHoL6isqCOQHihj1FcIuC2GYf5MZN0aRiKJRRSOSlE7ovSdp3jMyRo6nUkV9xbCrxEjU2trK6B97wgwAAAyK8zMmCOrnBD+Y3cs77XM/zzQlFQQ69QJa9Y0cN11qTnm7jhytpoSaEopG5HryfPUU9Ozv9eJrMpIf6J6F/EcM4JBiBgAABsW8xQMa1c251kx+m45KqcmXpLX3mq4e/fnnGRGOBOWqciU1xusnQkQj/bt+Y1EdP7H1xu+T9wCEgDagdT/4wQ+MMcaY2vEZAHAIXP8P5rgj1RhXLKZoVLGo4jEdPkqLbuHEgJGgr6jegnq23boL6snXP9+SE6N/AGFhBqDukksu+dSnPnX11Ve3tLSEXQsAWxw7Ro6rYkWRiCQZyfXluGqkKeSIsH6rRjWp6ildqh/9W3XkeurO60/rwy4OgMWYAahLpVJjxox55ZVXTjvttLBrAWCLQlm5kvqK9TOD+0rqzasnr76CfnwDs5HDnudrzWa9vl6vb9CfNuj1DXp9o/60XivW6GcLWOUFIDTMAPQLguB3v/vdqaeeGnYhAGzRV1RPQTLyAlUcychxVHXVXVA+7NowcM98xxzWrFSjfF+Fsk69vD64f3BJcPE001vS1rwiRoHk+4oYFSvh1gvAdnQB6vfqq69OmjSpr68vlUqFXQsAK1wy3bzzWB3WrOakkg31AFBx1dWjr/yo/835ga+ZCeOUTsgYVR1N/izv20PIklvN2MOUTijZKD+Q56k7r5Mu7f8dXTTVRCJSID+QMcoX9dh/8RsEECZmAPp1dnZOnDiR0T+AQ6bi6rX1GlNQOqlUoyQ5rkpVrenqf8xD7WbS8WpOKp2s95F8fY5Z+jtdfAuDyPDN/rKZME6uJ9eX40mBPF/xmJ6eZT741fov6P5F/KYADC0EgH6dnZ2s/wFwKM19Kpg53WzpU1ePIhH5fv3+7WcGt/2jef9kSfIDeb4keb4iEb3rbaHUi105nnJFGcn3VXEkyfNUceu/LAAYmtgE3K+zs/OUU04JuwoAdvnp/KDiqOqq4qhcVdXtH/1LakqoWFFfsf/WW1CupIqjB7/LLuGQzb6zI1dSvrzDraTeonoL6ubgZwBDGDMA/To7Oy+77LKwqwBgnblP7XGJSL6iXEnxmCQFUsRsO0mqoCqtQg+tFdmOaER/9oG2He/c1KtkYz2/NTZIgaquyo429YZVJgDs3ZAOAJHzbxikZ/bnXb/LPb29vatWrWIGAMCQsrlXY5oVSBVHTdWdGsnnE2EXZ43F3zZHH6Z0QvGY1t3Xnitq0qWBpBmXt/3jQ+0yamlSc1KNDQqC+sEOazaFXTQA7NmQDgCHUmdn5+GHHz5+/PiwCwGAft15rd6kYlXNSaUSihg5rqqutvQp3xh2cXZ4qN28faziMTXEFYvKeBrVpJfvNKddHkjyA3X1qKtH6aQScfmBXE+9BfWxBAjAEMYegLply5axAxjAUHPfoqA7r1fW6Y9r9cq6+u3/1uqPa3XLnYvDrm7ku/oTJmpUcVSqqFRVqapyVWVHxmjOV42kuU8FVVeer605bejW+q3a0qdiRQ8uofMPgKGLGYC6K6+88sorrwy7CgDYVbGiZIN6CuotqnZwSyDds+dtAziIYlHlSvUG/4EUi8r15HrKl+Rv+w3MWRBIuu6LmUBSoBu/TzADMNQRAABgSKt1kf/6lzKBFAQK9jbE/O/vm1EpNcTkelqzSdu70WNPVmQ7JE1qbXvzH+VK6iupsUFeIC/YFgBc5UrauvNZzd+8nXE/gGGDAAAAw8A3vrf38eUdXzRnTNSYZqWTisfkeWpK6vnbzTlfJAPs3vO3m8Ob1ZxQxGjNve2bevXnn9vpZ7W5T+u3yg9UKKtQ7p8B6CtqLdt8AQxb7AEAgBHimDEyRq4v15fny/WlQM0p/egqE3ZpQ9GCm00tKTXE1BBXY1xHjNIz393pZ/XgkmDtZr2+Qa9v1MourezSyo16faNeeUOvvBFW4QBwoJgBAICR4J8/ac46UbmifF9+oHhUni/fV7Giw5rDLm7o+fZlZvIJKlcVjdRvjifPU2N810d6vnoK2tynSETxqBxXgeS4evRZ5lUADFfMAADASFCqKr/zqbS5knqL6smrl5aUb1JxlCupr1hf5V/7QXXnlStq3s5HLP98QVCqyPNVdVQoq+KqXH2rs9sAYOhjBgAARoJNvdrcp2hU5aqqrmJReb4cV/lS/6m02W+bw9JKNcoLtLlX77/a3lFsbfQfi8oL5Hg7nLBW2M0BC/c+be8PCsCIRAAAgJHA87WqS1VP6YRGpRSPyvXkeOor6v/WStIz3zHHHK50UokGeb5GpdT5I3PqZZYObddtUXNKjqdCRalGRYyqrlxPW3Pqawi7OAAYZAQAABgJHn4mmDHdrO5SPKbmpOJROZ4cV1tz+vmCYO6/mnccIy+QH8jz613tk4167AbzkettzACOp9fWK1dSOqmmRkUiqrqqOtrYrdsfoqEngBGOAAAAI8Ts+cGM6catqFSRJN+XMerJS5LjKV+SkYJAjXEFgTy/vgXWTvcvCmZON129Wr9V8Zgipr67t/ajA4CRjQAAACPH7PnBdV/s38NaO53q+i9mxgbKl2WMTERVV0Egx1Wpqp4RtD/4sW+Yo1qUaFDV1VlX7n1a46fzg3/4kKlloVpYqjh6MGvjfAgA2xAAAGBEefORtFVHm4tKNKjiquqqIb4tAFS0uS+UGg++Z75rJh6ndEINcXmeVs81r67TuV/Zy2j+noUM9wHYiAAAACPcrDsWz5xuAmlUSn0pNcbl+3I8FctauXEvf3dFtsMPdHKm7ZBUup/mXW9OOFpGMqb+MRbVMWPCLgsAhioCAACMfJ6vtZvVEFM62R8Aegva3LvHv/Lc7ebwZjUnZIzWzG3v6tEZVwzF6+WzvpI5oUHFiiJGMmqIyffl+aq6+mWH+du2oVgzAITL1v1fAGCTny8IPE+lqjb2aO0mrd6krh7linpo6e7HxwtvNs1JNcTUEFdjXI0NOrJFS79jDnHZAxGNKFdSrqhcqX7rK6qnoO68cqWwiwOAIYkZAACwwuwng4+930SjMlIgPbRkj5fGb73MTD5BZUexqKIRRSNyPbmeEuE1yH/2NpNqlB/ojM/vWna+rKCkxriqnlxf8Wh9fqNQ1tZcKMUCwFBHAAAAWzzymwGth6m46ispHpPvy/UVMfVTcnNFzftO5vx/PqRt8p+40bztKI0/QrUAsO4+09Wj0z/X/404ntZulh8onVS+pIaYPL/e9vT1ve1wAAA7EQAAADupraiJReUHcj1FIqo4cj11F5TbwyTAwpvNMYerKaGIkePphf/T33/rICy+v+NL5t1vVyQiYySjiBSNaHSTnrzJTPu3+vPf+P3FM6aZQkWjU2pOKR6T68l11Z3X2k0HXgIAjEAEAADATt7YouakHE/FilK1U3IdOZ625tS7uwDwq2+atx2ldFLppCJGnq/3vUtP3Gg+/LUDzQANMZWrypckyfPrHyuOGuI7PWz2k8ElHzZbctqSkyTPUzSiqqtfDmzGAwBsQwAAAOyk6uq19cqVlE4qlaifkltxtLFbtz+06/qfb11qzpwo15fryXEVicj1FEhHtuzmmRd8yxxzuNJJGanq6sRL6gP0h9rMO49Vbdux5ytX0uTPBJLyZeVKihgFRo5Xr62yu/PL7n4iuGiq8QPV9imXqwNd7wQAFiIAAAB2ct+iYOZ0s7FXb2xVQ6y+qscPVKrs5sGRiHLbNwx4ikTkuPJ8lSp68LuZT17dHxge/6Y5fueJgpVzzEuvKVfUyW9TU6NSjWqIyfXVENOyH5lTLgu682pOyfPl+ErEFUiOq0pV3fndVHL/Ikb8ADAgBAAAwK5+Oj/4xw8ZP5Dnq3ZZvepoXnY3I+x8WflSfU2OHyhiVHHleuopqLjDeqFZnzFn/Jk8X54nx613FpI0/git2STPU9lRPKZA8nx5vqJRPfh1s2aTolEVysqXlGioB4BSVeu3HJofAwCMTAQAAMBuzFk4oAvqXT1qScsPVK6qWKlvGHA9bc0r19j/sEhE+ZLi0frl/IiR68nzNf8FnTBWfUV5voJA8Zg8X66nYkVBoKqr1zdoVErNqf4ZgEJZazcP1ncNADYgAAAA9l9fUSs3qlBWOlnvAlR15bja1Ksb7+lf/5Mv1VcKycgP+nNCvqx8WX0l+YFktgUAV4WyuvOaszCYOd30FtWdr68aMkZ+wGofADggBAAAwP67b1FwyYdNoax4VE3J+o7hUlWFnU/h3dS7baLAUapxW07wtDWnZKMiERUr9VVAnlfv4r++W5J+Oj+4aKoJAhkj31cgzVvM6B8ADggBAABwQO5+Ipgx3RSrKjkKAknyfc19eqdhek9Bq7rqEwWpbRMFVUdHH67VXao4ak7VuwDVTh3uLWr5yvrf5Xo/ABxcBAAAwIGaPT+49opMrQXnt364m6OC7306uOTDpq+oxriaEjK1iYKKciXFotrcp409SjbUj/GqZYMHd7fnGABw4AgAAICD4Obdjft31FdUOql8WcWK/ECSAl/3Ph1I+ocPmYhRviQZ+b6M0T0D24IMANgPBAAAwKFQu6L/tSszkgLpph/0B4bacH/OXR2B9E+fbQurQgCwhAmCoXuVJXL+DYP0zP686wfpmQEAAIChLBJ2AQAAAAAOHQIAAAAAYBECAAAAAGARAgAAAABgEQIAAAAAYBECAAAAAGARAgAAAABgEQIAAAAAYBECAAAAAGARAgAAAABgEQIAAAAAYBECAAAAAGARAgAAAABgEQIAAAAAYBECAAAAAGARAgAAAABgEQIAAAAAYBECAAAAAGARAgAAAABgEQIAAAAAYBECAAAAAGARAgAAAABgEQIAAAAAYBECAAAAAGARAgAAAABgEQIAAAAAYBECAAAAAGARAgAAAABgEQIAAAAAYBECAAAAAGARAgAAAABgEQIAAAAAYBECAAAAAGARAgAAAABgEQIAAAAAYBECAAAAAGARAgAAAABgEQIAAAAAYBECAAAAAGARAgAAAABgkVjYBbyVj/3vhrBLAAAAAEYUAgAAAABgEZYAAQAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQBIku/7P/zhD88888x0On3SSSf9+Mc/DrsiAAAAYFDEwi5gSLjooovWrVt38803n3DCCQsXLvzc5z531FFHfexjHwu7LgAAAOAgIwBozpw5nZ2dv/3tb1OplKQJEyYsXbr04YcfJgAAAABg5GEJkObOnXv55ZfXRv81LS0txpgQSwIAAAAGCTMAeuSRR+Lx+PYv+/r6Hn744TvvvDPEkgAAAIBBQgBQY2Pj9s9LpdLHP/7xv/zLv2T9DwAAAEYklgD127Rp07nnntvS0nLPPfdEIvxkAAAAMAIxzK3r7Oz8i7/4i/e+973z5s1LJBJhlwMAAAAMCgKAJM2bN2/q1Kk33HDDrbfeyrV/AAAAjGC27wEIgqCtrW327NkLFiw444wzwi4HAAAAGFxWB4B8Pv/pT3969erVTz/99NixY3t7e2v3p9PpaDQabm0AAADAYLA6ADzwwAOPPvqopBNPPHHH+1etWnX88ceHVBQAAAAwiEwQBGHXsEezzScG6ZlnBL8YpGcGAAAAhjI2vAIAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFomFXcBbOfq0TWGXAAAAAIwoJgiCsGvYs8VmsJ45M4S/awAAAGDQsAQIAAAAsAgBAAAAALAIAQAAAACwCAEAAAAAsAgBAAAAALAIAQAAAACwCAEAAAAAsAgBAAAAALAIAQAAAACwCAEAAAAAsAgBAAAAALAIAQAAAACwCAEAAAAAsAgBAAAAALAIAQAAAACwCAEAAAAAsAgBAAAAALAIAQAAAACwCAEAAAAAsAgBAAAAALAIAQAAAACwCAEAAAAAsAgBAAAAALAIAQAAAACwCAEAAAAAsAgBAAAAALAIAQAAAACwCAEAAAAAsAgBAAAAALAIAQAAAACwCAEAAAAAsAgBAAAAALAIAQAAAACwCAEAAAAAsAgBAAAAALAIAQAAAACwCAEAAAAAsAgBAAAAALAIAQAAAACwCAEAAAAAsAgBQBs2bDDGzJ49e6+PvOuuu4wxW7ZsGfyiAAAAgEFBAFBnZ6ekU045Za+PXL58+bhx48aMGTP4RQEAAACDggCgUaNGXXvttSeffPJeH7l8+fLTTz/9EJQEAAAADBICgN7xjndcddVViURir49cvnz5QCYKAAAAgCGLAKAPfOADX/7yl3e8Z+XKlVdcccXEiRNTqdS73vWuSy+99OWXX964ceOmTZtOO+20kMoEAAAADgLbA0CxWHz11Ve3X9f3ff/222+fPHny0qVLp02bdsstt5x33nmPPfbY2Weffdttt0k69dRTwywXAAAAODCxsAsI2e9//3vf97cHgOuuu+62226bNWvW5z//+Wg0Wruzvb192rRpN998c1NT04QJE8IrFgAAADhQts8A1FoA1a7rL1q0aNasWXfccccXvvCF7aN/SS0tLT/5yU8kTZ48ORKx/ScGAACAYc324eyyZcvGjh07duxYSVddddXUqVMvvvjiNz9s8uTJzc3NbAAAAADAcGd7AOjs7Kyt/1m9evXy5cs/+MEP7vZhXV1duVyODQAAAAAY7mwPAMuWLasN6zds2CDp2GOP3e3D5s+fL4lDAAAAADDcWR0A1qxZ09PTU5sBmDhxojHm+eeff/PD1q9ff8011xhj3v3udx/yGgEAAICDyeoAUNsBXAsALS0tU6dOveuuu5YuXbrjY37729+ed9553d3dEyZMaGpqCqdQAAAA4CCxug3osmXL4vH4SSedVPty9uzZ55xzTiaTueCCC84555xyufz8888//vjjl19+eSQSmTRpUrjVAgAAAAfO9gAwadKkhoaG2pfjxo37wx/+cNNNNy1cuPCxxx5LJBJnnXXWo48++qEPfWjatGnTp08Pt1oAAADgwJkgCMKuYc8Wm8F65swQ/q4BAACAQWP1HgAAAADANgQAAAAAwCIEAAAAAMAiBIC6RYsWvf/97x81atTZZ5/98ssvh10OAAAAMCgIAJI0b968Sy+99Nprr33mmWdaWlpmzJgRdkUAAADAoKALkCS9853vvO222z7ykY9Ievzxx88///xisThY/zQAAAAQHqvPAagJgmDp0qVjx46tffnss8++733vC7ckAAAAYJAQAGSMGTduXG9v7+LFi7PZ7COPPPLEE0+EXRQAAAAwKAgAdStWrJg1a9aLL7740Y9+dMKECWGXAwAAAAwKNgHXnX322c8999zLL7/8m9/85t///d/DLgcAAAAYFASAnZx88smf+MQnnnvuubALAQAAAAaF7QHgb/7mbxYsWLDjPZVKhSVAAAAAGKlsDwDr169fvnz59i/XrFnz8MMPX3jhhSGWBAAAAAyeob0JODPoZxRccMEFHR0dxx133JlnnvnCCy989atfveqqq84555zB/ncBAACAUAztg8AGXxAEt95669133/3GG2+cfvrp11xzzV//9V+HXRQAAAAwWGwPAAAAAIBVbN8DAAAAAFiFAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABYhAAAAAAAWIQAAAAAAFiEAAAAAABY5P8DcCkR0lrSYGQAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.plot_3d(geo_model, image=False, plotter_type='basic', notebook=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Setting the Interpolator" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:07:54.032706Z", "start_time": "2022-04-12T06:07:51.650160Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Compiling theano function...\n", "Level of Optimization: fast_compile\n", "Device: cpu\n", "Precision: float64\n", "Number of faults: 0\n", "Compilation Done!\n", "Kriging values: \n", " values\n", "range 1931.05\n", "$C_o$ 88784.98\n", "drift equations [3, 3]\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.set_interpolator(geo_model,\n", " compile_theano=True,\n", " theano_optimizer='fast_compile',\n", " verbose=[],\n", " update_kriging=False\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Computing Model" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:08:59.095995Z", "start_time": "2022-04-12T06:07:54.034700Z" } }, "outputs": [], "source": [ "sol = gp.compute_model(geo_model, compute_mesh=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting Cross Sections" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:09:00.076201Z", "start_time": "2022-04-12T06:08:59.097990Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gp.plot_2d(geo_model, direction=['x', 'x', 'y', 'y'], cell_number=[25, 75, 25, 75], show_topography=True, show_data=False)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "ExecuteTime": { "end_time": "2022-04-12T06:09:01.054013Z", "start_time": "2022-04-12T06:09:00.078199Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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