{ "cells": [ { "cell_type": "markdown", "id": "arranged-tenant", "metadata": {}, "source": [ "# Example 23 - Planar dipping Layers\n", "\n", "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 700 m wide (W-E extent) and 788 m high (N-S extent). The model represents southwards dipping planar layers.\n", "\n", "The map has been georeferenced with QGIS. The stratigraphic boundaries were digitized in QGIS. Strikes lines were digitized in QGIS as well and will be used to calculate orientations for the `GemPy` model. The contour lines were also digitized and will be interpolated with `GemGIS` to create a topography for the model. \n", "\n", "\n", "Map Source: Unknown" ] }, { "cell_type": "code", "execution_count": 1, "id": "negative-enough", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:25.363871Z", "start_time": "2022-04-07T07:15:24.755681Z" } }, "outputs": [ { "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", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../../getting_started/images/cover_example23.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "digital-reservation", "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", "id": "allied-vessel", "metadata": {}, "source": [ "## Import GemGIS\n", "\n", "If you have installed ``GemGIS`` via pip, 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, "id": "neither-funeral", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:26.509595Z", "start_time": "2022-04-07T07:15:25.365870Z" } }, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings(\"ignore\")\n", "import gemgis as gg" ] }, { "cell_type": "markdown", "id": "latin-packaging", "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 form 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, "id": "polar-appliance", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:26.524868Z", "start_time": "2022-04-07T07:15:26.511583Z" } }, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio " ] }, { "cell_type": "code", "execution_count": 4, "id": "healthy-queens", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:27.177159Z", "start_time": "2022-04-07T07:15:26.526875Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Downloading file 'example23_planar_dipping_layers.zip' from 'https://rwth-aachen.sciebo.de/s/AfXRsZywYDbUF34/download?path=%2Fexample23_planar_dipping_layers.zip' to 'C:\\Users\\ale93371\\Documents\\gemgis\\docs\\getting_started\\example\\data\\example23'.\n" ] } ], "source": [ "file_path = 'data/example23/'\n", "gg.download_gemgis_data.download_tutorial_data(filename=\"example23_planar_dipping_layers.zip\", dirpath=file_path)" ] }, { "cell_type": "markdown", "id": "impressed-database", "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()`. \n" ] }, { "cell_type": "code", "execution_count": 5, "id": "electronic-archives", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:27.384190Z", "start_time": "2022-04-07T07:15:27.179145Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../../getting_started/images/dem_example23.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, "id": "informed-tomorrow", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:27.510055Z", "start_time": "2022-04-07T07:15:27.387194Z" } }, "outputs": [ { "data": { "text/html": [ "
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idZgeometry
0None600LINESTRING (15.116 787.112, 22.878 758.803, 29...
1None600LINESTRING (450.485 786.656, 457.791 773.642, ...
2None500LINESTRING (1.189 660.177, 11.235 642.598, 21....
3None400LINESTRING (0.790 532.842, 12.776 506.360, 26....
4None300LINESTRING (3.872 351.115, 20.310 331.025, 34....
\n", "
" ], "text/plain": [ " id Z geometry\n", "0 None 600 LINESTRING (15.116 787.112, 22.878 758.803, 29...\n", "1 None 600 LINESTRING (450.485 786.656, 457.791 773.642, ...\n", "2 None 500 LINESTRING (1.189 660.177, 11.235 642.598, 21....\n", "3 None 400 LINESTRING (0.790 532.842, 12.776 506.360, 26....\n", "4 None 300 LINESTRING (3.872 351.115, 20.310 331.025, 34...." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "topo = gpd.read_file(file_path + 'topo23.shp')\n", "topo.head()" ] }, { "cell_type": "markdown", "id": "inclusive-florence", "metadata": {}, "source": [ "### Interpolating the contour lines" ] }, { "cell_type": "code", "execution_count": 7, "id": "revolutionary-calibration", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:27.905138Z", "start_time": "2022-04-07T07:15:27.512049Z" } }, "outputs": [], "source": [ "topo_raster = gg.vector.interpolate_raster(gdf=topo, value='Z', method='rbf', res=5)" ] }, { "cell_type": "markdown", "id": "experimental-press", "metadata": {}, "source": [ "### Plotting the raster" ] }, { "cell_type": "code", "execution_count": 8, "id": "frozen-gazette", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:28.237215Z", "start_time": "2022-04-07T07:15:27.908137Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(98.40090121128625, 0.5, 'Y [m]')" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "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", "\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "\n", "fix, ax = plt.subplots(1, figsize=(10,10))\n", "topo.plot(ax=ax, aspect='equal', column='Z', cmap='gist_earth')\n", "im = ax.imshow(topo_raster, origin='lower', extent=[0,700,0,788], cmap='gist_earth')\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", "cbar = plt.colorbar(im, cax=cax)\n", "cbar.set_label('Altitude [m]')\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')" ] }, { "cell_type": "markdown", "id": "common-franklin", "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 as raster is already provided with the example data. " ] }, { "cell_type": "raw", "id": "generic-montreal", "metadata": { "ExecuteTime": { "end_time": "2021-04-08T09:06:55.983687Z", "start_time": "2021-04-08T09:06:55.959168Z" } }, "source": [ "gg.raster.save_as_tiff(raster=topo_raster, path=file_path + 'raster23.tif', extent=[0,700,0,788], crs='EPSG:4326', overwrite_file=True)" ] }, { "cell_type": "markdown", "id": "under-pursuit", "metadata": {}, "source": [ "### Opening Raster\n", "\n", "The previously computed and saved raster can now be opened using rasterio. " ] }, { "cell_type": "code", "execution_count": 9, "id": "silver-defendant", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:28.285228Z", "start_time": "2022-04-07T07:15:28.240215Z" } }, "outputs": [], "source": [ "topo_raster = rasterio.open(file_path + 'raster23.tif')" ] }, { "cell_type": "markdown", "id": "central-option", "metadata": { "ExecuteTime": { "end_time": "2021-03-28T12:43:27.113805Z", "start_time": "2021-03-28T12:43:27.067793Z" } }, "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. \n" ] }, { "cell_type": "code", "execution_count": 10, "id": "apart-candle", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:28.477269Z", "start_time": "2022-04-07T07:15:28.287228Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../../getting_started/images/interfaces_example23.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, "id": "activated-namibia", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:28.509280Z", "start_time": "2022-04-07T07:15:28.478269Z" } }, "outputs": [ { "data": { "text/html": [ "
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1NoneLayer1LINESTRING (631.470 216.874, 609.097 222.125, ...
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" ], "text/plain": [ " id formation geometry\n", "0 None Layer1 LINESTRING (70.166 0.062, 62.317 20.308, 56.38...\n", "1 None Layer1 LINESTRING (631.470 216.874, 609.097 222.125, ..." ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces = gpd.read_file(file_path + 'interfaces23.shp')\n", "interfaces.head()" ] }, { "cell_type": "markdown", "id": "prospective-drink", "metadata": {}, "source": [ "### Extracting XY coordinates from Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 12, "id": "stopped-saint", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:28.587309Z", "start_time": "2022-04-07T07:15:28.510278Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationgeometryXYZ
0Layer1POINT (70.166 0.062)70.170.06166.32
107Layer1POINT (472.573 494.031)472.57494.03393.99
100Layer1POINT (524.854 324.632)524.85324.63289.36
101Layer1POINT (519.147 343.581)519.15343.58294.85
102Layer1POINT (515.265 366.411)515.27366.41304.13
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" ], "text/plain": [ " formation geometry X Y Z\n", "0 Layer1 POINT (70.166 0.062) 70.17 0.06 166.32\n", "107 Layer1 POINT (472.573 494.031) 472.57 494.03 393.99\n", "100 Layer1 POINT (524.854 324.632) 524.85 324.63 289.36\n", "101 Layer1 POINT (519.147 343.581) 519.15 343.58 294.85\n", "102 Layer1 POINT (515.265 366.411) 515.27 366.41 304.13" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces_coords = gg.vector.extract_xyz(gdf=interfaces, dem=topo_raster)\n", "interfaces_coords = interfaces_coords.sort_values(by='formation', ascending=False)\n", "interfaces_coords.head()" ] }, { "cell_type": "markdown", "id": "valued-coast", "metadata": {}, "source": [ "### Plotting the Interface Points" ] }, { "cell_type": "code", "execution_count": 13, "id": "involved-association", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:28.889363Z", "start_time": "2022-04-07T07:15:28.589312Z" } }, "outputs": [ { "data": { "text/plain": [ 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\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]')" ] }, { "cell_type": "markdown", "id": "inner-mathematics", "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, "id": "angry-bullet", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:29.096827Z", "start_time": "2022-04-07T07:15:28.891364Z" } }, "outputs": [ { "data": { "image/png": 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101300Layer1dLINESTRING (519.906 352.343, 662.838 332.077)
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" ], "text/plain": [ " id Z formation geometry\n", "0 3 600 Layer1a LINESTRING (46.044 702.206, 190.042 725.406)\n", "1 2 500 Layer1a LINESTRING (49.510 572.074, 271.908 618.474)\n", "2 1 400 Layer1a LINESTRING (69.244 368.876, 355.641 452.075)\n", "3 2 300 Layer1b LINESTRING (62.310 272.344, 266.042 247.811)\n", "4 1 200 Layer1b LINESTRING (54.844 118.745, 312.974 79.279)\n", "5 2 300 Layer1c LINESTRING (391.907 261.677, 459.106 340.610)\n", "6 1 200 Layer1c LINESTRING (436.706 178.478, 524.172 187.011)\n", "7 4 600 Layer1d LINESTRING (463.373 765.139, 612.705 747.006)\n", "8 3 500 Layer1d LINESTRING (412.173 672.340, 670.304 668.073)\n", "9 2 400 Layer1d LINESTRING (471.906 495.275, 625.505 476.075)\n", "10 1 300 Layer1d LINESTRING (519.906 352.343, 662.838 332.077)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "strikes = gpd.read_file(file_path + 'strikes23.shp')\n", "strikes" ] }, { "cell_type": "markdown", "id": "imposed-elite", "metadata": {}, "source": [ "### Calculate Orientations for each formation" ] }, { "cell_type": "code", "execution_count": 16, "id": "durable-fault", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:29.239035Z", "start_time": "2022-04-07T07:15:29.146013Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
028.63165.42450.00POINT (186.576 502.875)1.00Layer1a186.58502.87
139.48168.98550.00POINT (139.376 654.540)1.00Layer1a139.38654.54
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" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 28.63 165.42 450.00 POINT (186.576 502.875) 1.00 Layer1a 186.58 \n", "1 39.48 168.98 550.00 POINT (139.376 654.540) 1.00 Layer1a 139.38 \n", "\n", " Y \n", "0 502.87 \n", "1 654.54 " ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_layer1a = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation']=='Layer1a'].sort_values(by='Z', ascending=True).reset_index())\n", "orientations_layer1a" ] }, { "cell_type": "code", "execution_count": 17, "id": "satisfactory-monaco", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:29.302407Z", "start_time": "2022-04-07T07:15:29.241033Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
033.10187.99250.00POINT (174.042 179.545)1.00Layer1b174.04179.54
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" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 33.10 187.99 250.00 POINT (174.042 179.545) 1.00 Layer1b 174.04 \n", "\n", " Y \n", "0 179.54 " ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_layer1b = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation']=='Layer1b'].sort_values(by='Z', ascending=True).reset_index())\n", "orientations_layer1b" ] }, { "cell_type": "code", "execution_count": 18, "id": "specific-cloud", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:29.365426Z", "start_time": "2022-04-07T07:15:29.306413Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
046.62148.69250.00POINT (452.973 241.944)1.00Layer1c452.97241.94
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" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 46.62 148.69 250.00 POINT (452.973 241.944) 1.00 Layer1c 452.97 \n", "\n", " Y \n", "0 241.94 " ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_layer1c = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation']=='Layer1c'].sort_values(by='Z', ascending=True).reset_index())\n", "orientations_layer1c" ] }, { "cell_type": "code", "execution_count": 19, "id": "democratic-demonstration", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:29.429389Z", "start_time": "2022-04-07T07:15:29.367427Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
036.35187.56350.00POINT (570.038 413.942)1.00Layer1d570.04413.94
129.60182.57450.00POINT (544.972 577.941)1.00Layer1d544.97577.94
252.06182.45550.00POINT (539.639 713.139)1.00Layer1d539.64713.14
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" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 36.35 187.56 350.00 POINT (570.038 413.942) 1.00 Layer1d 570.04 \n", "1 29.60 182.57 450.00 POINT (544.972 577.941) 1.00 Layer1d 544.97 \n", "2 52.06 182.45 550.00 POINT (539.639 713.139) 1.00 Layer1d 539.64 \n", "\n", " Y \n", "0 413.94 \n", "1 577.94 \n", "2 713.14 " ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_layer1d = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation']=='Layer1d'].sort_values(by='Z', ascending=True).reset_index())\n", "orientations_layer1d" ] }, { "cell_type": "markdown", "id": "friendly-token", "metadata": {}, "source": [ "### Merging Orientations" ] }, { "cell_type": "code", "execution_count": 20, "id": "sitting-reproduction", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:29.461206Z", "start_time": "2022-04-07T07:15:29.431379Z" } }, "outputs": [ { "data": { "text/html": [ "
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indexdipazimuthZgeometrypolarityformationXY
0028.63165.42450.00POINT (186.576 502.875)1.00Layer1186.58502.87
1139.48168.98550.00POINT (139.376 654.540)1.00Layer1139.38654.54
2033.10187.99250.00POINT (174.042 179.545)1.00Layer1174.04179.54
3046.62148.69250.00POINT (452.973 241.944)1.00Layer1452.97241.94
4036.35187.56350.00POINT (570.038 413.942)1.00Layer1570.04413.94
5129.60182.57450.00POINT (544.972 577.941)1.00Layer1544.97577.94
6252.06182.45550.00POINT (539.639 713.139)1.00Layer1539.64713.14
\n", "
" ], "text/plain": [ " index dip azimuth Z geometry polarity formation \\\n", "0 0 28.63 165.42 450.00 POINT (186.576 502.875) 1.00 Layer1 \n", "1 1 39.48 168.98 550.00 POINT (139.376 654.540) 1.00 Layer1 \n", "2 0 33.10 187.99 250.00 POINT (174.042 179.545) 1.00 Layer1 \n", "3 0 46.62 148.69 250.00 POINT (452.973 241.944) 1.00 Layer1 \n", "4 0 36.35 187.56 350.00 POINT (570.038 413.942) 1.00 Layer1 \n", "5 1 29.60 182.57 450.00 POINT (544.972 577.941) 1.00 Layer1 \n", "6 2 52.06 182.45 550.00 POINT (539.639 713.139) 1.00 Layer1 \n", "\n", " X Y \n", "0 186.58 502.87 \n", "1 139.38 654.54 \n", "2 174.04 179.54 \n", "3 452.97 241.94 \n", "4 570.04 413.94 \n", "5 544.97 577.94 \n", "6 539.64 713.14 " ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "orientations = pd.concat([orientations_layer1a, orientations_layer1b, orientations_layer1c, orientations_layer1d]).reset_index()\n", "orientations['formation'] = 'Layer1'\n", "orientations" ] }, { "cell_type": "markdown", "id": "textile-christianity", "metadata": {}, "source": [ "### Plotting the Orientations" ] }, { "cell_type": "code", "execution_count": 21, "id": "detected-certificate", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:29.729275Z", "start_time": "2022-04-07T07:15:29.463219Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(116.99284374939245, 0.5, 'Y [m]')" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Smbsqhxt6NPC/rb/8qKxGA+/eOorkqODD12wOF5UNNirr7Tzw8WbW51a2iqPW5uTTDQdIjAyi62l0vlIUf5VXXs/Fzy+n3uZsbiAjsDkl5w9K5N5pvfQOr9OzmgzMv2s8//thN99sLcRs1Jg5ohu3ndETs1FjxpCu1NscLNlVwjdbD/L5xgKaHC6e39FyacThkny0Lp/bzuip0yPpXFSi72D7Smp5ZtFemprXypHgdLl44vtdfLbhAHuKawGICTUzuU8cZ/SKZUJGLF1CzABcMqwrCxYtJshkQBPuP5QnZw5pkeTBfRQmLsxKXJiV357Vm5vfWNuiMIYmINRi5L3Vuby3OpcpfeK5dkwqE9Jj1E5XRWn2+482U15n49BRcZtTIgCLUVPrwu2kS4iZhy8awMMXDfD48WCzkXMGJnLOwEReX57No1/vID3MxbbKX77/TQ4XuWX13gq501OJvoN9v60Ip4cCE04JjXYnvzurN2f0iqVfYrjHhNsjNpRe8aF8PXUEjXYnveLDDpeibMvYnjH86dw+/PObnWhC4HC56JMQzsvXZdLkcPLe6lzmrc5jwY4i0qKDuWZ0KpcNTyYy2Nxuj1tROhubw8Xq7HKO/nOVwHfbivivLlEFthFpXTBqGmen2NlW2XKv0vrcCjbnVzIoOVKf4DoRleg7mLt4VetEbzIIrh+bxi0TepzQ5+kec+L9qwGuHZPGZcNT2HGwmi7BZtKOuP/vzurDr6dm8O3Wg7zT3Lry8e92ceHgJK4dk6r+cJSAJIT7n4c/V9Sklz4GdI1gbHo0mig8fM2kCcKDTBysbuTCZ5dzVv947pvWm94Jv+x7yiqp5UBlA30Tw9U6PirRd7joEAsOD02sNCE4e0DHtoYMMhsY1i3K48csRgMzhnRlxpCu7Cis5p2VOXy64QAfrstncHIE14xO5YLBgXVsSAlsJoPGhIwYFu8qaZHrTQbR5lFWpeO9eM1wPv9mAT1izNicLi4YlMTtk3sigNd+2s8ry7L4fvtSZgxO4pYJPXj4y+1syq/EZNCwOVxcNbIbf72gX0AvvahE30FcLsmzP+7lfwt2Ex9uobzOdrh8pgT+cn6/VuvseumbGM4jFw/kgXP68OmGA7y1IofffbSZf3y1gysyk5k1KrXFjEBOWR1fbzmI0+Viev8Eenk4QaAondFdk9NZvKsEg0bz2ryBbtHB/P7s3nqHFrBMBo2YUDOLfjup1cfuOTOD68ak8tLSLN74OZvPNxaAACk5XKb3/TV59IoP5epRqV6O3HeoRN8Bqurt3PvBRhbtLObioV155OIBVDXY+X5bEULA9H4JJET4Xl3nMKuJ68akce3oVFZmlfPOyhxeX76fl5dlM7FXLNeNTiWvop5/fbMTl0viwv1i5tYJPbh/unoiVDo3l0vy+Pe7CLEYeej8vlQ12OmTEM54tWHVp0WFmHngnD5cmZnM1CeWtNpj0WB38upP2SrRK+1nW0EVt7+znsKqBv4+oz/Xjk5FCEGw2cj1Y9P0Du+ECCEY0zOaMT2jKapuZN7qPN5dncMtb61tdVuny8XLy7I4Z0Ai/ZLCdYhWUdrHvDV5rMwq55+XDOTKEeq8fGcTbDFiMmi/nHA6QlWDXYeIfIdK9Keoos7Gmz/vZ+meEhIjg7h5fHeySup48NMtRAWbef9XY9pcH+9M4sOt3HNmBndM7slDn2/lgzV5rV4x2xwuvt5SqBK90qlU1dt54+f9LNldTESQiVXZ5YzpEc3MAKlb72/iwix0CTFTWNXY6mN9EgJ7eVEl+lNQWtvEuU8to6rB7n71mFvJt1sP4nRJxvSI5pmrh/rdTk+TQWNAUgSfGw/QcFSLSindvaUVpbOoqLNxbnM/iCNHgBMyYgJ601ZnJoTgn5cM5PZ31mFzSJxSYjIInC7Jz/vKeGVZFjeP7x6QP9+2258pbXppyT4q6ls+QThdErNB8Or1mX6X5A+Z3i++1Wge3JsL312dy61vrWVzfqW3w1KUk/bKT1mUHZXkAZ77cS+Ndmcb91J83aTecXx65zguGdaVzNQoZk/swaL7JzG9XwL/+GoHv3l/Iw22wPv5qhH9KVi0s7hFw5hDTEaNnPJ6+ib65xR2XLiVhy8awEOfbQXcCV4AvzqjBwah8drybC58djln9Irl7inpqqa+4rMW7Sw+3NnxSEIIdhfVqFoSnVifhHAev3xwi2svXDOM5xfv4z/f72JPUS0vXjOM7YU1fLGpAKtJ48oR3RjZ3X+fr1SiPwVdQszsK6lrdd3hlEQGmzzcw39ckZnCxIxYvt1aiMMlmd4vgW7R7mOCN41P4+2VObyyLJvLXlzBmB7R3D0lnTE9owNyukzxXdEhFqCm1XWHy0VkkKoQ6W+EENw5OZ1+ieH8et4Gpj6xBE0ImhwuBPD1loPMntjDb/sZqKn7U3DLhB6YjS2/dUZNMDglksQI/28WkxBh5YZx3bllQo/DSR7cx/PumJTOT3+YzJ/P68u+klqufmUVl724gh93FSOlexbkYFUjTy/cw+8+2sQn6/NpcgTeVJqir5sndMd61N+wQXOPBo/8nVb8y+Q+cTx4bl8cLnl42UbiPoL34pJ9HKhs0DfADqJG9Kdgcu84Qi1Gyh02Qs0GHFLSOz6MF2YN0zs0nxBsNnLLhB5cMzqVD9fm8cLifdz4+hoGdo3grP4JPPfjHpzSvVv/q82FPL94H5/eMZYwq3/Phii+Y3LvOM4akMDnGwuwNjes6RkbwpzrhusdmtLBthZUIT2WORb8tKfEL49WqkR/Cl5elkV5nY1nrx5KdIiF2DAL6XGheoflc6wmA9eOSePKEd34dEM+z//oXiM7Ur3NSV55PS8u2cfvzuqjU6RKIMotryclKoh/XTKI+AgL6XGBfQQrUIRZTRg1geOoncVCSEIs/pkS1dT9Scorr+eZRXs4u38C5w9KYkzPaJXkj8NsdG92ee3GTEyG1mv1Tc0je0XxlnU55WzIreSWCT0YlxGjknwAuXRYMkZPz0N2F6N7+OeGPJXoT4KUkr/N34YmBH+5oJ/e4XQ6wWYjWhub8ixG1TxH8Z6Xl2YTEWTi8sxkvUNRvCw9LpSHZwzAatQItRgItRixGjVcwG1vr/fLKnr+OU/RQX7YXsTCncU8eG5fkiL9f9Nde0uMCCIjPpTtBdWtzuMPSYnQJyglYOwpquGDtXnkVzTw3baD3HZGT4LN6ikwEF2emcJZAxL4eW8ZFpPG2J7RLNxRzD3zNnDVnJW8dfNIv6qHon7LT1C9zcH/fbGdPglh3DAuTe9wOq0XZg3nipdWUN1ox+UCl3QRbDby/tp8esaFcuuEHuoontLuPlqXz58/24Ld6cLZfHx+bU45DqcLo0FNbAaicKupRavwcwcmEmw2cNs767jipRXMvWWU35yiUr/hJ+iphXs4UNnAPy4agEk9MZyylC7B/PSHKTw/azh/u7AfX9w9gRV/nMp5AxN59Oud/HX+Npyeyu8pyimqbXLw58+20Gj/JckDbCuo5qstam+I8otJveN466ZRlFQ3cdkLK9hfWkeTw8ma/eVsPVB1+IhwZ6NG9Mdgc7ioa3JQVN3Iq8uyuSIzWVV7awcGTXBGr9gW1565aihdo4KYszSLgsoGnr5qqJpWVdrF6uwyjJoGtKyEV29z8sWmAmYM6apPYIpPGtm9C+/NHs11r63mwmd/wu6UGDSBS7oLor1+w0h6d7ImOeqZ1AO708UjX+1g3ppcnE4JAixGjQfO6at3aH5L0wR/OrcvXSOD+L8vtjFzzkpevX4EsWH+s06m6MNqNOAui9KaejGpeDKgawRPXDGYG15f0+J6vc3J1S+vZOWfpnaqmd3OE6kXPfTZVuatyaXR7sLuktidEpvTxc6D1XqH5veuH5vGS9dmsruohoufX87e4lq9Q1I6uZHdu3h8Ug4yGZg5UrWkZe5cSEsDTXO/nTtX74h8wsqsMjycwqPJ4WLZnhLvB3QaVKI/Sk2jnU83HKDxqFasdqfkmUV7dYoqsEzrF8+82WNotDu59IWf2VWuSuQqp85o0Hj5ukwEoAkINhuwGDVmT+zB2J4xeoenr7lzYfZsyMlx95vOyXG/r5I9JTVNeOhdhktKKuo61xE8leiPUlLThEHzvOs7t6zey9EEriEpkXxy+ziiQ808vqaR+ZsK9A5J6cT2FNcigbunZPCPiwaw5HeT/baByUl58EGoP+p5rb7efT3ATeodR7C5dX0Pp0t2uk53KtEfpa3z8ZqAwcnqrLc3dYsO5pPbx9IjUuPX723ghcX7cLlcrMoq44M1eWzJr9I7RKUTcDhdvLB4H4OSI/jNmRlcMiyZhAir3mH5htzck7seQM4ekECv+DCCTL8ke4OAWaO6kdKlczU+UjtRjmI1Gbh7SjpPLdhD4xH9qi1GA/ecqUYA3hYZbOa3mVbmF0Xw72938uKSfdgdTkAggcEpEbxx40isJlVZT/Hsi80F5JbX8+B5w1WNhqN16+aervd0PcCZDBrv/2o0H6zJ4/ONBRRVN5Jf2cBN47vrHdpJUyN6D247oyezRrt/0YNNGhMzYvjo9jGd7kiFvzAbBE/PHEpadDBVDXbq7S7q7U4a7E425Fbyvx926x2i4qNcLsnzP+6jV3wo0/rG6x2O73nkEQg+anQaHOy+rmAxuhtzfXT7WOb9agwCeGdl55vtUIneAyEEdqckyGRgw1+n89bNo+ifpKbt9eRwSY+9opscLj5cl69DRIqvc7kk328/yJ7iWu6cnI7Wxt6bgDZrFsyZA6mpIIT77Zw57utKC10jgzirf0LziazOtUG4w6buhRC9gfePuNQD+AvwVvP1NGA/cIWUsqL5Pn8EbgacwK+llN91VHzHs3R3CWN6RqtmKz7CJWWr+viH2Bwuzx9QAtL32w7yj692kFtej0FAVLCJc48odaocZdYsldhP0PVj0/hm60E+33igU/Wt77ARvZRyl5RyiJRyCDAcqAc+BR4AFkopM4CFze8jhOgHzAT6A2cDzwshdMmyuWX17C+rZ2JGgB+98SFWk4GBXSPwNCab0ifWw1UlEC3bU8Kv520gt9y9k9wp3SVwX1ySpXNkij8Y1b0LfRLCeH35/k5VDtdbU/dTgX1SyhxgBvBm8/U3gYua/z8DmCelbJJSZgN7gZFeiq+FJc3FECb2UgnElzx22SDCrO6WksDh3vZGTetUf3RKx/nv97s91sB4cck+7E4186OcHiEEN45LY+fBGlZll+sdzgnzVqKfCbzX/P94KWUhQPPbuObrXYG8I+6T33zN65buLiE5KojuMSF6fHmlDb3iw1j8u8n8ZlovLh3Wlb+c34+bxqXxyYYDPKuKGSnA/tI6j9cdLkllfecqcqL4phlDuhIZbOLNn/frHcoJEx09EhJCmIECoL+UskgIUSmljDzi4xVSyighxHPACinlO83XXwW+llJ+fNTnmw3MBoiPjx8+b968do3X4ZLctbCe0UlGbujvG3XWa2trCQ0N1TsM3Rzr8buk5JUtNn4ucHDTADMTk01ejq7jqZ//iT/+rJI66mwOfjigsb1CcFtfJxaDu5FSv8TwDo6046jfAd96/G9ta+DHPCe39HYSYRFEh5hJ7MDaDLW1tVxwwQXrpJSZp3J/b5yjPwdYL6Usan6/SAiRKKUsFEIkAsXN1/OBIwtPJ+N+gdCClHIOMAcgMzNTTpo0qV2DXZVVRqNzJTPPGMwkH9nAs3jxYtr7cXYmx3v8Eya6uOmNNby5vYzxmYOY0se/jlGpn/+JP35rVhnXv7aKJod7APPsdiNBJgO/mZbBpIk9OzDKjqV+B3zn8X+0No9FeZsBwcu7DqVQJ+cPCufZq4d1yNdcvHjxad3fG1P3V/HLtD3AfOD65v9fD3x+xPWZQgiLEKI7kAGs9kJ8LSzdU4JBE4xNj/b2l1ZOkcmg8cI1w+mXGM4dc9ezIbdC75AUnYzuEc0NY90FTQwCEiOsPHR+P2ZP6KFzZIq/ePir7R6vf7m5kEabw8vRnJgOTfRCiGBgGvDJEZf/BUwTQuxp/ti/AKSU24APgO3At8CdUkqvH1ZcuruUYd0iCbf63xSwPwu1GHnthhHEhVm56Y01ZJWorneBamNeJWnRwex99FxW/HEqV4/qpiriKe2muqHtZJ5V5nmPiN46NNFLKeullNFSyqojrpVJKadKKTOa35Yf8bFHpJQ9pZS9pZTfdGRsnpTVNrG1oIqJGWq3fWcUG2bhzZtGIoTgutdWU1zTqHdIipftL61jVXY5l2emqOSudAiLqe20mRLlmzXwVWU8oLzOxnM/7uWmN9cgJQzpFql3SMop6h4Twms3jKCs1saNr6+hplHttA4kH67LQxNw6bBkvUNR/FRby0CDkiMI89GZ4IBP9FkltUz+z2KeXriHTXnuiYc7564nu41jOorvG5ISyfPXDGPnwRpuf2e9qpwXIJwuyUfr8pnUO051p1M6zH3TezNzRApHThjFhVn46Lax+gV1HAGf6B/6bCvVjXaajkgGNU0O/vr5Vh2jUk7X5N5x/OuSgfy0t5Tff7QJV1v1cxW/sXR3CUXVTVyRqUbzSsf616WD2PPwOSz53STO6BWLEO4jnL4qoBO9lJIVWWUcXUpASli+r0yfoJR2c3lmCr87qzefbSzg39/u1DscpYN9sDaP6BCz3x2vVHyT0aiRGh3CVSNTKKpuYmlzRVVfFND96IUQmI1aq5KZAGZDQL8G8ht3TOrJwapGXlqaRVy4lZs7YS9ppW2FVQ28vSKHDbmVrMouY+bIbpiN6m9X8Z4pfeLpEmLmw7V5TO4dd/w76CDg/yIuGZrcKqlbjBqXDtOl+q7SzoQQ/O3C/pzdP4GHv9zOF5sKaLQ72VZQxcEqtSu/M9tWUMWZTyzhlWVZrMgqwyXh8w0H1NFKxavMRo2Lh3blh+1FlNfZ9A7Ho4BP9A+e15fBKRFYmkcBZoPG4JRI/nReX50jU9qLQRM8OXMII9Ki+M37Gxnyf99z5UsrOOPxH7n65ZVU1vvmH6dybA9+upW6Jic25y9rb/V2Jw9/6bmgiaJ0lAsGJ2J3Ss57ehkz56zk6y2FPtVoK+ATfYjFyIe3jeXZq4cCcNeUdD741RiCzQG9quF3rCYDt07ogcslaXS4qG1y0uRwsWZ/Obe9s07v8JST5HC62JRf2eq62l+jeFuTw8kfPt6CEFBY1cjKrDLu/2CTT73gDPhEf8jArpEAxIT6RiMbpf3NXZXL0a+x7U7JhtxKDlQ26BKTcmo0ITC1sY8m2GTwcjRKIPtiUyF55fUtNnU32J3MXZVLgY88r6hE3+zQ1H2Tw+tVdxUvaWtN3mTQKK1p8nI0yunQNMHFQ7se/rs9xGrUmDmym05RKYHox13F1Nta5w2jQbBmv2/0rFeJvpm1eRTgaQe+4h8m9IrBZGh91tXpkvSKD9MhIuV0/PWCfgxPjQLAqAmsRo3xGTHcOy1D58iUQJIQbsXYxhl6X5khVom+mVmN6P3eryb2JNxqapXsZ0/sQZBZTfd2NsFmI/+7cggAFw/tytf3TOCV60dgMaqfpeI9V4/qhvGo5xQhIMxqYnQP3+iCqhJ9M4MmMBlEiwp5in+JDbPwzW8mcM3oVNJjQxjWLRKLUWNDXqVP7ZBVTtyG3EoAZo7sRo/YUH2DUQJSz9hQnpo5lHCr8fAgont0MO/dOtpnquWpreVHsBoNNNrViN6fxYVZ+esF/Q+//+bP+/nr/G18tC6fyzNTdIxMORUb8iowGQT9k8L1DkUJYGf1T2BKnzge/24Xc5ZmMW/2GOLCfaffghrRH8Fi0tSIPsBcOzqVEWlRPPzldoqrVQGdzmZjbiX9EsMP77FRFL2YDBqje3QBIK/CN3bbH6IS/REsRgNNajNeQNE0wb8vHUSTw8WDn21VU/idiMPpYnN+FUO7RekdiqIAv/Sjz6+o1zmSllSiP4LFpNGoNuMFnB6xodw3rRc/bC/iy82FeoejnICtB6p4+MvtNNid9IwN0TscRQGga1QQAPk+NqJXa/RHUCP6wHXz+O58vaWQv87fxtie0UT7yLEYpSUpJb//eDNfbio8/KL8H1/tIKVLMJN8tKGIEjiCzUaiQ8xqRO+LpJR8s6WQ/Ip6VmeXMXdVDja1Vh9QjAaNxy4bTE2jnf/7wndKVyotLdpZzFebC2mwOw9XImtyuLjz3fVqI63iE5KjgnxuRK8SPfDQZ1u5/8NN1DQ6qG508I8vd3DNK6twutR6bSDpnRDGXZMzmL+pgO+3HdQ7HMWDj9fne6xCJhCszFI17hX9JXcJVone12SV1PLhupZPHg12J1sLqli4o0jHyBQ93D6pJ30SwvjzZ1uparDrHY5ylGPtlVQvyxVfkBwVxIGKBlw+NFAM+ES/KrscTbQualBvc7J0d4kOESl6Mhs1Hr9sMGV1Nh75Sk3h+5pLhyUT7KGKoUQyxkeqkCmBLTkqGJvTRbEP9c8I+EQfFWxC8/BdMBkEMWEBsCFr7lxISwNNc7+dO1fviHQ3MDmC2RN78MHafJbsKmZvcY3Pba4JVFP7xnFW/4QWZYxNBsFTVw5RZ+kVn3Co7v3LS7N8pjZHwO+6n9Q7DpOmAS3X/Qya4LLhyfoE5S1z58Ls2VDfnMRyctzvA8yapV9cPuCeqRl8tuEAN76xBotRwyUhIy6UF64ZTkqXYL3DC1hSwsHqxhYjFIMQvL8mj6l94xEeZucUxVue+H4XLyzZB8BbK/bzzqocHr9sEBcO6aprXAE/oreaDMy9dVSLDkRhViPPXT2M5Cg/f0J/8MFfkvwh9fXu6wGupKaJslobLgkNdhdNDhfbC6uZOWelT629BZrl+0rZlFdJk/OXn0Gjw8VPe8vYmFepX2BKwNucX8mcZVnYm3837S5Jk8PF7z7aTEWdTdfYAj7RA/RPiuDnB6YcHsGv+dOZTO0br3NUXpCbe3LXA8i7q3KRR23vckmobLCxMlvt7tbL6qxyj7vu7U4Xq7N9o/e3EpjmbyzweCzbqAkW7izWIaJfqETfTNME3WPcFbacgVIGtVu3k7seQPIrGw6/Mm9BQnG172yyCTQxYRasptZPWxaj5jO9v5XA1NZEnwTdS2urRH+EYIt7y0KdzaFzJF7yyCMQfNTyRHCw+3qAG58eTZCHzV0Ol2SYqq2umwsHJ3k8JaNpgrMHJOgQkaK4XTA4EYux9XOG0yWZ0kffqo0q0R8huPmJvcHD1KBfmjUL5syB1FQQwv12zpyA34gHMGNIVxIjrViMLf9ExvSMplu0n+/d8GFRIWbeumkkcUeM7COCjLx7y2hCLAG/t1jR0dBuUVwzuhsWo/uFqCbcM00PXzRA95La6i/jCCEWd6KvawqQRA/upK4SeytWk4HP7xzHnKVZfLWlEKtRo6i6iaySOuqaHCqp6CgzrQsr/ziVHYXVXP3KSqb1i2dgcoTeYSkKD57Xj4FdI/j1vI1cPLQrvzmzl0+c0lEj+iMEm91P3vWBMnWvHFOY1cT903uz6P5JfH3PRF64Zjh5FfX8+9udeocW8DRN0L9rBCO7R7N2f4Xe4SjKYUHNeeS6MWk+keRBJfoWDlXc8rSrV1FGdu/CjWO789aKHH7eV6p3OAqQmRrF/rJ6SnyoCpkS2A42F8lJiLDqHMkvVKI/ghrRK8fzu7N60z0mhN9/tJm6JvV7orfMtC4ArMtRR+sU31Bc3YgmIDrErHcoh6lEf4SAXKNXTkqQ2cDjlw3iQGUD//xmh97hBLwBXcMxGzU1fa/4BLvTxe6iGqJDLBgNvpNefScSHxB0aOpe9bVWjiEzrQs3j+vOOytzWb5XTeHryWI0MCQ5kjU5KtEr+vpkfT7DH/6BBduLKK1t4ppXVlFZr29FvENUoj9CyKGpezUlqxzHb8/qTY/mKfyaRtXOVk/D06LYdqAqcI7FKj5n7f5yHvx0K9WNDpzSXSRnVVYZs99ep3dogEr0LRwqkFKnnjCU47CaDDx++WAKqxp49Gu1C19PI9KicLgk76/JpapBvehSvG/Osiwaj5oJtrskm/IqyS3Tv/OlSvRHqLU5MBs0thdUqQ15ynENT43i1gk9eG91Lkt3l+gdTkCqarDz/I/ubmGPfrOTkY8s4L/f79K95KgSWAoqG/D0G2c2aJTU6t+qViX6Zp9tOMDIRxZgc7pYvKuEzH8s4EedGxEovu/eab3oGRvCbz/cxF8+38odc9fx/prcVq/ulY5x3wcb2ZxfBYDN4e4y+MqybOZvKtA5MiWQjE+Pwexh853d5aJXfJgOEbWkEj2QV17PHz7eTKPd3XnI4ZLU25zcMXe97u0FFd9mNRmYOSKF4pom3l6Rw9dbDvJ/X2zn/Gd+olbt9ehQlfU2lu0uxeZs2TGswe5kztIsnaJSAtEtE3oQZjVyZBeGIJOBu6dkEGY16RbXISrRA19sKsDlaapPwHfbDno/IKXTcDhdPLfYPXV86Deo3uYkr7yeN5Zn6xdYAKhucGDQWje4AdQLdMWrYkItfH7nOAyaIMxiZHhqFE/OHMKdk9P1Dg1Qte4B9xOzw0NLUmfzyF5R2rK7qBa7hx7UTQ4XX24u5K4pGTpEFRi6RgURZDbQcNQyiUGDCb1idYpKCVTZZXU4XJInZw5hat94vcNpQY3ogSl947B6aEkqgEm91ROG0rZgswFnGxu/Dh3XVDqGQRM8ctEAgkwGjuxcG2Yxcs9U9QJL8a6FO4qxGDXG9ozRO5RWVKIHhqZEcv7gxMO17gGsRo0bx6XRIzZUx8gUX5cWE0JqdAhHzyAHmTSuG5uqT1AB5JyBicybPZpzByTStbm2+AvXDicpMkjnyJRAIqXkx13FjOkZfbjwmi9RiR4QQvDYpYN46drhDEmJBODpq4bywDl99Q1M6RRevjaTxAgrIRbD4f71w1O7cOHgJJ0jCwyDUyJ5btYwPr1zHELA2mxVJU/xrqzSOnLK6pnSJ07vUDxSib6ZEIIJGbHcMakn4FudhxTf1i06mGW/n8LL12Xy78sGkRYdTGmt6qbmbXHhVoamRPKt2kCreNmho9iTe6tE3ykkRrin/Aqr9C9yoHQemiYY2zOGi4Z05a4pGew8WMNiVUTH687qn8C2gmryyvWvRqYEjkU7i+kVH+oz/eePphL9URIj3SP5wsoGnSNROqsLByeRGGHlheZjd4r3nNU/AYDvtxfpHIkSKGoa7azOLmeyj07bg0r0rXQJNmM2aBRWqxG9cmrMRo1bJvRgdXY561RXNa9KiwmhT0KYqn+heM1Pe0pxuCRTfHTaHlSib0XTBAkRVgorVaJXTt3MESlEBpt4cYka1Xtbv8RwVmeXM+W/P/J/X2yjSL1oVzqAlJL9pXV8tvEA4VZ3kRxfpQ76epAQYeWgWqNXTkOIxcj1Y9J4auEe9hTVkOED9a4DwbzVuXy1pRCArJJ68spz+GzDAb65Z6LaYKu0m91FNdz2zjoOVNTT5JBYTRqb8qt8NtmrEb0HSRFWCqvVGr1yeq4fm4bVpPHiElV33RuaHE7+8dUOmo6oVGh3SmoaHTy/eK+OkSn+pNHu5MqXVpBdUkeTQzZfc3Hdq6so89HTNirRe5AQEcTBqkZcLtXqUjl1XULMzBzRjc83HqBAbe7scPtL65EemoU6XJKle9QJCKV9LNhRhM3havWb5nBJPt94QJeYjkcleg+SIq3YnZIy1RhDOU23TOgOwCvLVIObjhYVYsLuoWcFQHyYmrZX2kdxdRN2D4PAJoeLAh9d8lWJ3oOE8OYjdlVqFKacnuSoYC4cksR7q3NVR7UOFhdmZXT3aEyGlvWIg0wGfnVGD52iUvzN8NQoDKJ118QQs4FR3aN1iOj4VKL3QBXNUdrTbWf0pMHu5M0V+/UOxe89c/VQRnWPxmLUMDY3IPjNmRlM6eNb3cSUzmtwSiTj06M58vWk1aSRER8WmCVwhRCRQoiPhBA7hRA7hBBjhBBdhBA/CCH2NL+NOuL2fxRC7BVC7BJCnNWRsR2LKpqjtKde8WGc2TeO137KZs6SfXyyPp/aJofeYfmliCAT79wyisW/m8Sfz3P3quipGlMp7ezhiwYgce/D6R0fxm+mZjBv9mgMR3e38hEdPaJ/CvhWStkHGAzsAB4AFkopM4CFze8jhOgHzAT6A2cDzwshdGkDpIrmKO1JSokQgupGB//+bhcPfbaVUY8uYF1Oud6h+a3EiCCuHpVKmNWoiuco7e7j9QdwSfjwtjF8d+9EbpuU7rHVua/osEQvhAgHJgKvAkgpbVLKSmAG8Gbzzd4ELmr+/wxgnpSySUqZDewFRnZUfMeiaYKYUDPbDlRR02jXIwTFj/ywvYjle0sBcLokdTYndU1ObnlzLQ6n6zj3Vk6V2ahxZt94FuwoUt9npd04XZJ3V+Uytmd0p5kt6sgRfQ+gBHhdCLFBCPGKECIEiJdSFgI0vz20qNEVyDvi/vnN17yqst7G5S/+TGF1Iyv2lTHikQU896M6g6ucug/W5lFvc7a6bnO6VIncDnZW/3gq6u2s3q9mT5T2sXR3CQcqG5g1KlXvUE6YkLJjzooLITKBlcA4KeUqIcRTQDVwt5Qy8ojbVUgpo4QQzwErpJTvNF9/FfhaSvnxUZ93NjAbID4+fvi8efPaNe7s0jrqbE6+yhUU1Alu6eNEE4KULsGEW/UpJFhbW0toaOd45dgROvvj319WR02jAynhlV0G4oMkF6a6MAhBanQwIZZj/1519sd/uk7n8Tc5JHcvqmdCspFr+1naOTLvUb8DvvP4/7eukf3VLv57RtDhDZ8drba2lgsuuGCdlDLzVO7fkZkrH8iXUq5qfv8j3OvxRUKIRClloRAiESg+4vYpR9w/GSg4+pNKKecAcwAyMzPlpEmT2i3g4upGZj/2I7Yj9kn9d4v7W5SZGsxHt49tt691MhYvXkx7Ps7OprM//s82HOCxT7ccHtVX2wX/3aIRajGy7qHJWIzHXtvr7I//dJ3u459UsJbN+VVMnHgGmo9uljoe9TvgG48/v6Kezd/9yJ2T0jlzSm+vfd3Fixef1v07bOpeSnkQyBNCHPpuTAW2A/OB65uvXQ983vz/+cBMIYRFCNEdyABWd1R8nlTU2zG18USgiucop+qCwUmM7hFNsPmXhG42Cp68cshxk7xy+s7qn8DB6kb+9e0OFu8qxqkqXiqnaN7qPARw1ahueodyUjp6LvpuYK4QwgxkATfifnHxgRDiZiAXuBxASrlNCPEB7hcDDuBOKWXrhc0O1D0mxOMrfpNBMKlXrDdDUfyIQRO8en0mP+8r47MN+Xy47gD3T+vNmf3U2e6OVm9z8MbP7qqEry7LZu6qXGJDLXx421hiwzrvVL7ifXani3lr8pjcO46ukUF6h3NSOjTRSyk3Ap7WFKa2cftHgEc6MqZjMRs1/u/C/jz46VYa7O7XGEZNEBFk4vbJPfUKS/EDQgjGpccwtmc0C3eWsLuoVu+QAsJ/v9/NrubvtVNCXZOTJnsDf/hoM6/dOELn6BRfJ6Xk840FvPpTNgerGyittTFjSJLeYZ001ab2KJcMSyY1OphHvtrB+txKLhycxJ/O60tMqHr1r5w+IQSZqVGsUbvAveKT9fnYHC2P1h1qctPkcKqlE+WYHv5yO++tzjs88AP459c7mNwnjjCrScfITo4qgevB8NQuPHCOu6rWJcOSVZJX2tXI7l3ILa+nSBVk6nCONtbjJdBBB44UP1Fc3cg7q3JbJHmAigY781bntXEv36QSfRtCLO5X+qpUqdLeRqR1AWB1thrVd7Tp/eI9HoEakhLp05XMFP1tzq/CYmydIhvtLpbt7Vxtj1Wib0OI2b2qUW9TiV5pX/2Twgk2G9T0vRf88dy+xIVbWpx4CLUYeOyyQTpGpXQG8eFWjyc0NAEpUcE6RHTqVKJvw6EiJnVqRK+0M6NBY1i3KNbsV1XxOlpMqIVF90/i7zMGMHNECgZNcNHQrp2mdKminwFdw0mOCuLo+SCL0cD1Y9P0COmUqUTfhkNT93UeSpcqyunKTIti58FqqhpUL4WOZjUZuGx4Mv+6dBBn9o3ju21F6iy9clxCCP52QX8kYBAQbDbQJcTMM1cNpVd8mN7hnRSV6NsQZDIghBrRKx1jZFoXpIT1qta9V80Y0pWSmiZWZpXpHYrvmjsX0tJA09xv587VOyLdvLY8m3CrkW9/M5H5d41nzYNndsr6FyrRt0EIQYjZSF2TGtEr7W9otyiMmlDNVrxsSp84Qi1G5m9sVV1bAXdSnz0bcnLcxxJyctzvB2CyX7u/nAU7irltUk8y4sNIjwv12X7zx6MS/TGEWAxqM57SIYLMBgZ0jWCN2nnvVVaTgen94/l6ayFNDvUivpUHH4T6+pbX6uvd1wOIlJJ/f7uTuDALN47trnc4p00l+mMIMRvV8Tqlw2TEhbI+t4JHv9rOlvwqvcMJGDOGdKWm0cHiXZ3riJRX5Oae3HU/tXhXCWv2V/DrqRkEmTv/MUyV6I8hxGL02EdcUU7XK8uy+GzjAVwSXl6WzRUvreCRr7brHVZAGNczmugQM/M3qen7Vrq10aylret+yOVyj+ZTo4O5ckTK8e/QCahEfwzBZoMa0SvtrqCygce/24Xd6d75LYEGu5N3Vuay9YAa2Xc0o0HjvEGJLNhexOrsMipUZ8pfPPIIBB91Rjw42H09QHyxuYCdB2u4f3pvTAb/SJH+8Sg6iHtErxK90r4W7ixGeNjT0+Rw8vWWQu8HFGCklFTW22lyuLj21dWM+udCfvvhJuxO1/Hv7O9mzYI5cyA1FYRwv50zx309ANgcLv77/W76JYZz/sBEvcNpN6qpzTGEWIzUlaqpe6V9GTWBaFWGw/286qlcq9K+Xl++n++3HQSgqbnhzZebC4gIMvHQ+f30DM03zJoVMIkdoKLOxus/Z7NsTyk2h4vc8nreuHGEx5blnZUa0R9DiNmgztEr7W56v3hcHjqqmDSNCzthC8zO5uVlWTQe1dGu0e7i3VW5uFQhnYBSVtvEWU8u5aUlWWzIrWRbQTWacF/3JyrRH0OIxagSvdLuokMtPH7ZICxGjSCTAUPzwOGOyT1Jj+tcFbc6o4p6z2vyTQ4nNjV9H1BeWLKPinrb4ZkdAJeEv32xvVV7485MJfpjCDEbqLc71at8pd1dOKQryx+Ywl8u6Mftk9MB0Dwt3CvtbkhKpMfr3aKDVUe7APPjzuLDm2KP5JKSfSW1OkTUMVSiP4YQixEpadWPWFHaQ0yohatGduO303tzRq9Y3vg5h0b1u9bh/nxeP4LNBgxHvLAyaoK/XzhAx6gUPUSHWDxedzglkcEmL0fTcVSiP4bgQx3s1M57pYPNntiD0tomPt94QO9Q/N6ArhHMv2sc5w9OpEdMCHFhFsxGjcHJkXqHpnjZLRO6E3TULI5REwxOjiQxIkinqNqfSvTHENrcwa5e1btXOtjYntH0Swzn5WXZaqnIC9Ljwnhq5lAW/XYSb908knqbk1d+ytI7LMXLpvdP4IrMZAAsBg2rSWNA1wheuGaYzpG1L5Xoj+HQel25KqihdDAhBLMn9mBvcS2LdxfrHU5A6ZMQznkDE3ntp2xVPCcACSEwGQTPzhrKV7+ewGd3jiM61POUfmelEn0bPlqXz+8+3ATAzDkr+Nv8baqghtKhzhuUSGKElTlL1cjS2+45M4N6u5OXl6nvfSBptDv5dMMBzh6QyLR+CfSMDdU7pA6hEr0Hi3YW8dBnW6ltnrK3OSXvr8nj4S9ULXKl45gMGjeN687KrHI251fqHU5A6RUfxnkDE3nj5/1qBi+AfLftIFUNdq7yk5r2bVGJ3oOnF+5ttdO+we7kg7V5NKgmN0oHmjkyhTCLkZeXZesdSsD5zZkZNNidvLR0n96hKF4yb3Ue3boEM7pHtN6hdCiV6D3Ir6j3eF0I0WaxDUVpD2FWE1eN6sbXWwrJK/f8e6h0jPS4MC4cnMRbP+dQ6meV0ZTW9pfWsSKrjCtHpPhVuVtPVKL3YFDXSA+VyMFkEMSG+dcmDcX3XDY8GZeUTHr8R9L/9DX7y+pV0veSX0/NoMnhVPskAsAHa/PQhPvvzd+pRO/Bb8/q3apCVpDJwG/P8p+2hYpvklJy3wcbEYBTgsMlqW20M+O55VQ32vUOz+/1jA3lgsFJvL48m2teXcXd763n532leoeltKODVY2szi7jg7V5TOkTR3y4Ve+QOpzqXudBv6RwPrp9DI99u4tle0oINht5/LJBnONHbQsV37Q2p4KskjqOPEovgQabk0/W5XPDuO66xRYInC5Jblk9dqfkpz3uBL9gezGzJ/bg3mm9dI5OOR2Ndif3zNvA4l0laAIa7O5TVC6XVFP3gap/UgRv3jSScekxpMeFqiSveMXe4lqObmx3qAzzjsIafYIKID9sL2JXUcvvc4PdyYtL9nGwqlGnqJT28JfPt7F4VwlNDtfhJP/TnhLeXpmjc2QdTyX644gNs1BSozbmKN7RMzaUo3vbHGxwLx31TVSd7Tragh1F1Hs4WWPUhJrC78RsDhefbzzQoksdQKND8koA1E5Qif44DiV66aF/uKK0txFpUfSIDcFs+CXb767SCDIbuCQANg3pLTLIhMHDLK4QgjCr/zQ5CTQNdieuNp7DK+v9f++LSvTHERdmxeZ0BcQvg6I/IQTv3jqai4Z2xWp0/3nuqdb47I6xhKtE0+GuGJGCydj6adGgCSb2itEhIqU9hFuNJES03nQnBIzs3kWHiLxLJfrjiGs+Tlespu8VLwm3mnjsssHs/Mc5PH7ZIKpsUNmgXmh6Q6/4MB6eMQCrSSPUYsTUPLx/8Ly+WIyqV31nJYTg0YsHYjX9kvKMmiDEbOSP5/bVMTLvUIn+OA4lerVOr+hhWr94DAK+2lKodygB4/LMFNb+eRrPXDWUl64dTkyomQ/X5qnlu05uQkYs824djRAQHWpm5sgUvrlnAulx/lnf/kgq0R9HXPMZy+IateNW8b7IYDP9og18vaVQJRovCrUYmdwnjil94rl3Wi/W7K/g++1FeoelnCaDpiEl/N+F/fnHRQNJ6RKsd0heoRL9caipe0VvIxIM5JU3sK2gWu9QAtKVmSmkx4Xy7292qg6WndyWA1UADOwaoXMk3qUS/THUNNr5e3PHun9/s5MbXl+tSpEqXjcszohBE2r6XidGg8YDZ/chq7SOeatz9Q5HOQ1bDlQRbjXSLUBG8oeoRN8GKSWzXlnFpxvy3e8DS3eXqFKkiteFmgVje0ar6XsdTe0bx8juXXhywR5qmxx6h6OcBCklb6/Yz+hHFzJvdS5Ol2RVdrneYXmVSvRtWJ9bwd7iWmzOX55YXfKXUqSK4k3nDUwkp6ye7YVq+l4PQggePLcvZXU2Xlqi2th2Js/9uJdHv97JwepGJFBnc3LD66tZn1uhd2heoxJ9G/YUtS5FCu7CC2qtVPG26f0TMGiCr9X0vW4Gp0RyweAkXl6WpcrhdhJNDifPL95Hg71ltcNGu4snvt+tU1TepxJ9G9LjWpciBXcp0n6J4d4PSAloXULMjOkRzddbDqrpex39bnpvnC7J/34InCTRmbmrmnr+2NE9DfyZSvRtGJ4aRc/Y0BalSAVgNWlcmqlKkSred87ABLJL69h5MHCeoHxNt+hgrhuTxofr8tilfg4+LybU0ubHesSEeDESfalE3wZ3KdJRXDS0K5bmZN8zNpTP7xyvSpEqujirfwKaQE3f6+zuKemEWoz8bf42PlqXz7dbD9Job90IR9Gf1WTg+rFpBJkMR13XAqrtsEr0xxB2RCnSLiFmhqdG0S06sI5lKL4jJtTC6B7RfKV23+sqMtjMoORIVmSV8eCnW/jthxsZ8ciCgNrc1Zn8/qze3DGpJ8bmnvOp0cE8P2sYo3tE6xyZ96hEfwKEEPRLDFc7nhXdJUcFkVVSR7+HvuXSF35m7f7AOibkC1ZmlR3+vjc5XNQ2OalpdHDT62tUQR0fpGmCu6dmMKpHF4akRLLkd5OZ0ide77C8SiX6E9Q/KZxdRTXqD1nRzdsr9jN/YwEADQ4X63IquObVVazLUSNJb3p/TV6rvuYADpeLlVllOkSknIiyWtsx1+z9mUr0J6hfUjg2h4uskjq9Q1ECkNMl+c/3u2k8KsE02l089u1OnaIKTPU2B54XTgSNdjUQ8FXldTZiQs16h6ELlehP0KEjddsKqnSORAlEFfW2Njd8qd3f3nXB4CSCza1b1jpcLkb38P/e5p2RyyUpr7MRrRK9cizdY0KwGDW2q2I5ig7CrSYMmofCDkDXqCAvRxPYzhmQyIi0Li2SvSbg7zMGEKZO5Pik6kY7DpekS4iauleOwWjQ6JMQpjbkKbowGzVu9HRMyKhxXwAdE/IFBk3w+g0jeOaqoVw5IoWhKZFICaO6q9G8r5FS8t6qXM56cikAc1flsCmvUt+gdKAS/Unol+Teea+ONil6uH96b26d0IMQi4FDg/vLhicztW9g7SD2BZommNo3nn9fOogXrx2OQRO8+XOO3mEpR3lm4V7+/uV2iqrdbcazSuqYOWdlwM3MqkR/EvolhlNZb6dQ1blWdKBpgvum92LzX89iw0PT6NYlmL0ltXqHFfDiw62cNyiRD9fmqc52PqTR7uSFJR7q3Duc/G9BYJUwVon+JPRLigAIuFeDim8xaIKIYDNXjkhhZVY52aXqJIjebhzXnZomBx+tzdM7FKVZQWUDnra1SBl4m6pVoj8JfRLCEAK1Tq/4hMuHJ2PQBPPW5OodSsAbkhLJ0G6RvLkiB5dLLe35grhwK442fhbdA6jOPahEf1JCLEa6R4cE3KvBDjF3LqSlgaa5386dq3dEnU5cuJUpfeL4eF2+KuTkA24c153s0joW7y7WOxQFCLUYuSIzBaupZZqzmjTumRpYG1g7NNELIfYLIbYIITYKIdY2X+sihPhBCLGn+W3UEbf/oxBirxBilxDirI6M7VRIKUmMsLIyq5z3VudS1WDXO6TOae5cmD0bcnLc82g5Oe73VbI/aVeNTKG01sbCHUV6hxLwzhmQQEK4ldeX79c7FKXZXy/ox/Vj0g7XuU+ODOKZq4YxMsBOSHhjRD9ZSjlESpnZ/P4DwEIpZQawsPl9hBD9gJlAf+Bs4HkhROuqFDpxuiR3vrueVdnlVDXY+fsX2xjzz4Wq1vipePBBqK9vea2+3n1dOSkTM2JJCLcyb41aG9abyaBx7ZhUlu0pZU8A9Tr3ZUaDxh/P7cv0/gn0iAlh2R8mM61f4J1S0WPqfgbwZvP/3wQuOuL6PCllk5QyG9gLjPR+eJ59samAH3eVHF7zabC7qLc5mf32OpxqTe7k5LaxptzWdaVNRoPGFZnJLNldwoHKBr3DCXhXjeyGxajx+s/79Q5FOUJNo52IYBNCeC465e86OtFL4HshxDohxOzma/FSykKA5rdxzde7AkcOS/Kbr/mE99fm0WBrXYK0yeFkc36l9wPqzLp1O7nryjFdnpkCwIdqx7fuuoSYuWhIVz5Zn09lvU3vcJRm1Q12wgO4aqHoyOIvQogkKWWBECIO+AG4G5gvpYw84jYVUsooIcRzwAop5TvN118FvpZSfnzU55wNzAaIj48fPm/evA6L/0hZpXXUNZ+RfX67gfRwyfRkFwYhSIsJ8Vj7ur3U1tYSGhraYZ/f68rL3evyriM2kGkapKZCl9ZrZ373+E/SiTz+/6xppKDOxX/OCELzs1FLZ/v559a4+MvyBqYkSUbHQ1SIiZgQC6fzY+ls34P2drqP/w9L60kL17h9iLUdo/Ke2tpaLrjggnVHLIGfFGN7B3QkKWVB89tiIcSnuKfii4QQiVLKQiFEInBoi2o+kHLE3ZOBAg+fcw4wByAzM1NOmjSpAx/BL8rW5fP451sPj+q3VAi2VGhEBZtYc+VkjIaOmxxZvHgx3nqcXjN3rntNPjfXPZJ/5BG45BKPN/XLx38STuTx10cXcsfc9WhJ/ZnUO+6Yt+1sOtPPX0rJta+uRhMNLCoQLCoAq9FFvyQTH902Fq2NfgXH05m+Bx3hdB+/Y9kPpKcmMGnSwPYLyosWL158WvfvsOwkhAgRQoQd+j8wHdgKzAeub77Z9cDnzf+fD8wUQliEEN2BDGB1R8V3si4a2pVxPaNbjNytRo3nZw3v0CTvt2bNgv373aP6/fvd7yun7My+8USHmJm3Wk3f62ltTgXrcys4cttOo8PFroM1LN1Tol9gAUxKSXWjnfCgwJ2678gMFQ/8JITYhDthfyWl/Bb4FzBNCLEHmNb8PlLKbcAHwHbgW+BOKaXnvpw6MGiCl6/L5I0bRzKpVywAX9w9njE9o3WOTFHcTW8uHZ7Mgh1FlNQ06R1OwFqXU4HN0bqmQZ3Nybr9FTpEpDTaXdidMqDX6Dss0Usps6SUg5v/9ZdSPtJ8vUxKOVVKmdH8tvyI+zwipewppewtpfymo2I7VUIIRnbvwq0TewCoJ1TFp1yRmYLDJfl4fb7eoQSs+HALFmPrp9Ugk4H4iM65PtyZrcwqY9bLKwH4ZH1eQHauA1UZ75RkxLk3hewpVg1FFN+RHhfKiLQo3vx5P++vyWVTXqXqtOhlZ/dPxORhKc+gCS4YnKRDRIFr4Y4ibnh9Neubk/ue4jpmzlnBmgCsfaIS/SmIDbMQbjWyp1gVxVB8R1WDnYLKBgqrGnnos21c9fJKrnhpBfU21VHNW4LMBt7/1Ri6x4RgNWkIAUZN8O4to4gI4DViPfxt/jYa7S2XURrsLv7x1XadItKPSvSnQAhBRnwYe4rUiF7xHX/5fCtF1e4Wyjanu6DTpvwqHvt2p86RBZbeCWEsuv8Mvv/NGfx2em8cLonqROBdTQ5nmwWkdhYG3gBNJfpTlBEXyl41da/4CJdL8vWWQo7eB2ZzuPh4/QF9ggpgQgi6RQdz7ZhULEaNT9S+Ca8yGzSCzZ5Pj0eHmr0cjf5Uoj9F6XGhlNXZKKtVG/IU/UlosxSzp13gineEW01M6xfPF5sK1M/Bi4QQ3Dy+O0GmloXMgkwG7pycrlNU+lGJ/hRlxIcBqFG94hMMmmBEWheP1dcmZMR4PyDlsEuGdaWi3s7iXap9rTf9emoG14zuhsng/qOwGDXunNyTq0cGXqltlehPkdp5r/iaRy8ZSLjVdLj/9qEnuEa7C4fqV6+bCRmxxISa+XSDWkLxJoMmePC8fjw9cygA79wyirumZARkY5sOLYHrzxIjrISYDWpEr/iMnrGhLP7tJD5cl8eOwhoGJ0dgc7p49Oud/P7jzfznssGnXIJVOXUmg8YFg5N4Z2UOH6zNpW9CBAO6hgdkwtGDpfmFrzmAK5iqRH+KhBCkx4WqI3aKT4kKMTN7Ys8W1xrtLp74YTcRQSb+cn4/lWC8zOZwsb2gGrtT8tBnW9GERkZ8KG/frI7cKd4RuC9x2kF6nDpip/i+u6ekc+O4NF5fvp9nFu3VO5yA8/zivWzMc5e/bXJIGuxOdhRW86dPtugcmRIoVKI/DRnxoRTXNFFVb9c7FEVpkxCCh87rxyXDuvLED7t5e8V+vUMKKO+uyqXJ0fJEhN0p+X77QZocPtPOQ/FjKtGfhkMb8vaWqOl7xbdpmuCxSwdxZt94/jJ/G59vVBvDvOVQa+ujSQkOpypRrHQ8lehPQ0ac+4idmr5XOgOjQePZq4cyMq0L93+wiR93FrOvpJbPNx5gXU65qovfQSb1jsXTHshe8WGEWNQ2KaXjqd+y09A1KgirSVNH7JROw2oy8Mr1mcycs5Kb31yDUROYjBpSQtfIIN6bPZqYUIveYfqVB87ty8/7yqizOQ7XXjcbBP+6dKDOkSmBQo3oT4NBE/SMDVWJXulUwqwmzuwbh5Rgc0rqmpzU25xkl9Zx3/sb9Q7P73SNDGLh/Wfwm6kZTO8bR1SwiZ5xoQxKjtQ7NCVAqER/mjLiQtlbpNbolc7l0w0FHD1R73BJVmSVUd2oNpe2t8hgM7dNSmfO9SP4zZm92FFYw8YA7Y2ueJ9K9KcpIz6MgqpGaptUK1Cl82hrg5hA0GRXVfQ60iXDuhJiNvCWOv2geIlK9KcprHkzzb++2cFeVTxH6SSm9YvH6GGHWHiQkZgA7O7lTWFWE5cMS+bLzYWqKZbiFSrRn4aXl+3j4a+2AzB3VS7nP/0Tzy7ao3NUinJ8903vRUyomaBDdfE10ASU1tp4auEetQO/g103JhWbw8X7a/P0DkUJACrRn6K88nr+891u7M3nYKWERoeLZ3/cq0b2is+LCbWw4P5J/OHsPpwzIIFbJ/bkx99O4tJhyTy5YA/3f7hJtVXtQBnxYYzpEc3clbltthdWlPaiEv0p+n57UavNTOCuePXdtiKvx6MoJyvUYuSGcd154Zrh/P7sPqRGh/Cfywdx37RefLL+ANe/tlpVfexA149N5UBlAwt3qOeLjlRc7V4eKQngZRKV6E+RJsBTaxABHnuCK0pnIITg11Mz+N+Vg1mbU84lLywnr7xe77D80pl940mMsPL2yhy9Q/FLDTYnN7y+mj9/thWA299Zx93vrccegC2bVaI/RWf1T/B43aAJzh2Q6OVoFKV9XTw0mbdvHkVprY2Ln1/OM4t2M/GxH0n/09dM/e9ivt92UO8QOz2jQePqkd1YtqeUfSWqFkd7+/uX21ixrwxH89KI3Sn5YXsRzwZgYyeV6E9RUmQQfzm/Hxajdnj3sskg+P3ZfUiLCdE5OkU5faN7RPPx7WNxSfjv93vILa/H4ZLsK6nj1/M2qGTfDmaO7IbJIHh7hRrVtyeXS/LJ+gM0HbXPpNHuCsgZFJXoT8Os0an8+NtJXD82FYC/XziAm8d31zkqRWk/6XGhGDysRTXaXfz72506RORfYsMsDOsWxVsr9tP/L98y49mf+Hlvqd5hdXoOl2xzir4uAGueqER/mpIig7h7SgYANU1q45LiX5wu2eYmppwytXZ/ur7aXMCG3ApcEupsTjblV3HTm2tYurtE79A6NbNRo09CeKvrAvdMVaBRib4dRAab6RJiJqukTu9QFKVdGTTRZgGdpAirl6PxP498vQPbUa1qG+0u/vn1Dp0i8h+PXjKQYLPh8NKqAEKtRh46v5++gelAJfp20iMmhKxSlegV/3Pvmb0IMhlaXbeYDKou/mmwO10UVjZ6/Ng+NWg4bUNSIvn2nonMGtWNhHArQsCXd48nPS5U79C8TiX6dtI9JoRslegVPzRrdCp/Pq8vsaEWBJAQbuXqUd3ILq3jihdXUFTtOVkpx2bUBBFBJo8fiw9XrYLbQ7foYP5vxgD+b0Z/XBJKagLzLL1K9O2kR2woJTVN1KgRjuKHZo1OZc2fz2TPI+ew8k9TefTigbx2wwjyyuu55PmfVTXIUyCE4M7J6a1mS6xGjXumZugUlX/KTI0CYM3+Cp0j0YdK9O2ke/OROjWqV/yZ0fDLU8bEXrG8/6sxNDmcXPbiCtbllOsYWed0y4Tu3D01nTCrkUPf2sszU7gsM0XfwPxMdKiFHrEhAfs7qhJ9O+kRqxK9EngGdI3gk9vHERlk4uqXV/HDdlXO9WQIIbhjUjob/zKdFQ9MJdRipMHuuYWwcnpGpHZhbU4FrgDsLaASfTtJjQ5GCNTOeyXgdIsO5uPbx9InIYxfvb2W91bn6h1Sp2PQBHHhVs4ekMB3Ww/SqJJ9u6pptJNdVkdlvZ2MB7/mhtdXB1RpZ5Xo24nFaCA5KkjtvFcCUnSohfdmj+aMXrH88ZMt/O+H3arV7Sm4cHASNU0OFu9S5+jbi5SSWa+sYkPztL1TwtLdJVz47E8Bc2pEJfp21D0mlOxSVbNaCUzBZiNzrsvksuHJPLVwD3/6dAuOAGwgcjrG9owmJtTMF5sK9A7Fb6zPrWBvcS32I34VXdJdr+Djtfn6BeZFKtG3ox4xIWSX1KmRjBKwTAaNxy8bxF2T03lvdR63vbOOBpuahj5RRoPGuQMTWbCjiNoALNXaEfYW1+LpKbnB7mR7YbX3A9KBSvTtqEdsCHU2J8UBelZTUcC9wey3Z/Xm4Rn9WbizmKtfWUl5nU3vsDqNCwcn0eRw8cN21TSoPfSMDfXYOjzIZKBfYusyuf5IJfp2dOiIndqQpyhw7Zg0Xpg1jG0F1Vz24s/MXZXDBc/8xMhHFnD7O+vYW6yWuTwZ1i2KrpFBzN+opu/bw/DUKHrGhmI2tMz2FqPgkuHJOkXlXSrRt6Mese7SiuqInaK4nT0gkXduHkVBZQMPfrqVLQeqKK5p4rttB5nx3E8q2XugaYLzByeybE8pFWom5LQJIXj31lFcNLQrVqN2eHT/9xkD26xM6G9Uom9HieFWLEaNrBL15KUohwxJiUTQcjTlktBgc/LUgt06ReXbLhychMMl+Xprod6h+IUwq4nHLhvMzn+cw46/n01UsIkvNwfOjIlK9O1I04Sqea8oRzlQ2eBxjdQlYW1OYJYkPZ5+ieH0jA1R0/cdwGoyMGtUKj/sKCKnLDCeq1Wib2c9YlWiV5QjRYeacbRRjaxrZJCXo+kchBBcOLgrq/eXc7BKNQ1qb9eNScWoCV5fvl/vULxCJfp21j0mhNzyeuzq/LCiABBuNXHBoESsxtZPNxcN7apDRJ3DhUOSkJKAmmL2lrhwKxcMSuLDtXkBUTRHJfp21j0mFIdLBlR5RUU5nkcuHsj5g5OwGDWCTAbCLEbCrEaeWbRH/a20oXtMCAO7RjBfFc/pEDeN706dzcn7q/P0DqXDqUTfzg41t9lWEBiFGBTlRFhNBv5z+WDWPzSNH+6byIa/TOOj28bSaHdx7aurKK5R09OeXDA4kc35VeyvtHOgskHvcPzKgK4RjOrehTd+3u/3FRxVom9H5XU2nvzBvYv4nnkbOOvJpWzJr9I5KkXxHSEWI8lRwRgNGr0Twnj9xhEUVTdx/WtrqGrw/ynUkyGlpKTaXXxrQXYjU/6zmGtfXUVNAEw1e8vN47tzoLKB77b5d9dFlejbiZSSq+as5Od9ZYB7R/GugzXMfHkFxdVqtKIongzrFsWc64azt7iGm99Yo8rlHuHLzYW8s8rdCXB7paDJ4WJVVhn3fbBJ58j8x9S+8aRGB/PqT1l6h9KhVKJvJ+tyKsirqG+1u9julKptp6Icw4SMWJ68cijrciu4Y+46tZG12UtL9x3uTV/e5D6faHNKluwqobLehwvpzJ0LaWmgae63c+fqHVGbDJrgxrFprM+tZEOu/x71VIm+neRV1OPhqDA2h4u9qiSuohzTeYMSefTigfy4q4T7P9iEq43jeIGkvPaXZC745fth0ITvLnPMnQuzZ0NODkjpfjt7tk8n+8szUwizGnn1p2y9Q+kwKtG3k36JETg9tEgKMmkM7xbp/YAUpZO5amQ3/nB2H+ZvKuCv87cFfBfIcekxHCrP3i30l++FxaSRHBWsU1TH8eCDUH/UKYr6evd1HxViMXLVyG58s+Ugry7L4psthX63hGTUOwB/0TshjLE9Y/h5XymNzY2PjZogzGri0gBpnKAop+v2ST2prLfx0tIsooJN3De9t94h6eY303rxw/Yi6mwOekdIcmrBYtB4eMYADJqn+UMfkNvGMmVb132EURM4peSf3+zEYnKPf1+7fgSjekTrHFn7UCP6dvTiNcO5/Yx0QswGAGYMSeLLu8cTZg2MxgmK0h4eOKcPV2am8PSivfz9y+3klNcz/X9L+OMnWwLqzH3XyCC+u3ci145OZUC0uxnL2QMTuGBwkt6hta1bt5O77gM25VXy2nL3tL3DJalrclLX5OTmN9fSaPePkb1K9O3IbNS458wMbp3YA4DHLxtMXLhV56gUpXMRQvDoJQMZ3i2K137KZkWBg91FtXywNpdznloWUB3v4sOt/OWC/gxKCmVSr1jW7q/w7SWNRx6B4KOWFYKD3dd91Ifr8rA5PG8AXbq7xMvRdAyV6DuAxege0dvU7mFFOSWagPwK9+j9u3z305TTBXU2B499u1PP0HRz/qAkDlQ2sCGvUu9Q2jZrFsyZA6mpIIT77Zw57us+qsHmxNPeTykljW28AOhsVKLvAJbmmt5Ndv/4JVEUbyuvs1FR795ZnnBE3xspYXV2uU5R6Wta/3jMBo0vN/l469pZs2D/fnC53G99OMkDnDMgkeDm5dYjOVyS8ekxOkTU/jo80QshDEKIDUKIL5vf7yKE+EEIsaf5bdQRt/2jEGKvEGKXEOKsjo6toxzazNHk8I/1HUXxthCLkUPnVS9Oa/l31CXErENE+gu3mjijdyxfbylUxw/b0ZQ+cUzIiGmR7E0GwZ/O7es3v2veGNHfA+w44v0HgIVSygxgYfP7CCH6ATOB/sDZwPNCiNYvszqBQ1P3TX4y7aMo3mY1GbjwUBOco84GXTTUhzejdbDzByVysLqRdX5c3MXbNE3wwqzhPDdrGJcNT8ZkEEzrF8/1Y9P0Dq3dHPN4nRBi8wl8jhIp5dQ27p8MnAc8AtzXfHkGMKn5/28Ci4E/NF+fJ6VsArKFEHuBkcCKE4jBpxyeulcjekU5Zf+4aAC1TQ40cYAwi5EmhxOjQePdVXlcPDSZlC4+epa8A03tG4/FqPHlpgJGpHXROxy/oWmCyb3jmNw7jsp6G1sP+FdTsuON6A3ABcf4dyEQe4z7Pwn8HjhyaBsvpSwEaH4b13y9K3Bkv8D85mudzqFE36jW6BXllFlNBl68Zji9E8KYe+so1j40jU/vGEeD3ck1AdrxLtRiZEqfOL7eehCnmr7vEBMyYsktr2d/qf9UND1ewZxfSSlzjnUDIcQdbVw/HyiWUq4TQkw6gVg8VYBo9ZsshJgNzAaIj49n8eLFJ/CpvWtXiQOAFavXUhp1+qsPtbW1Pvk4vUU9/sB+/I31dZTv3Uj5Xvf7dw828Piaei55ahF/HBVEiMlHi8e0oyN/B7obHHxT08ScTxfRN7pTrm6eNG/+DVjq3AO0V776mTNTfaMGSm3t6R0pPWail1L+dLxPcIzbjAMuFEKcC1iBcCHEO0CRECJRSlkohEgEiptvnw+kHHH/ZKDAw9ebA8wByMzMlJMmTTpeiF5nzSqDdSvpP3AwY9th1+bixYvxxcfpLerxq8d/5OOfBPTpX8pNb6zh1T1m3rllFMFm/y7yeeT3YKTNwevbF5CvxXH7pIH6BuYl3vwbkFLy7NYfOUg4kyZleuVrHs/pvsg5oc14Qojzm3fOlwshqoUQNUKIYy5iSCn/KKVMllKm4d5kt0hKeQ0wH7i++WbXA583/38+MFMIYRFCdAcygNWn8Jh098savZq6V5SOMD4jhqevGsLGvEp+9fa6gNoPE2w2MrVvHN9uPYhD1epod0IIJvaKZcW+0jYL6XQ2J7rr/kncSTlaShkupQyTUoaf4tf8FzBNCLEHmNb8PlLKbcAHwHbgW+BOKWWn/Ov9Zdd9pwxfUTqFswck8u9LB7FsTyn3vr8xoNaszx+URFmdjWV7SgPqcXvLxIxY6mxOv2lde6LzXXnAVnmKtRellItx765HSlkGeNylL6V8BPcO/U5tf5l7PWX53jIm9Y7DagqMdTRF8bbLM1OobnTw8JfbCbNs4V+XDkQI/1+zjw41oQm48Y01mI0aM4Yk8bcL+rvrDyinbWx6NAZNsHRPiV80tjnR34rfA18LIZYATYcuSimf6JCoOimH08Udc9ezpLk+8vtrcpm/qYB5s0fTN/FUJ0AURTmWm8d3p6rextOL9mLQBMFmjQ15VWTEhXLLhO6kx4XpHWK7yq+o5/rX1hwu22pzuJi/sYCCigbm3jpa3+D8RLjVxNCUSJbuLuV3nbZ02y9OdOr+EaAe96a6sCP+KUf4YG0ey/aUHl6btzklVQ12Zr+91rcbUShKJ3fvtF5cPLQr767O5bXl+1mXU8GH6/K54JnlrMwq0zu8dvXGz/uxH7U23+RwsS63IqAa/nS0ib1i2VpQRVlt0/Fv7ONONNF3kVJeIqX8q5Ty/w7969DIOqF5a/Jo8NDWsLTGxr4S/zmTqSi+RghBbaO7Nv6hka7TJWmwO/njJ1t0jKz97Sqswe5sPXAwaZpfnf3W24SMGKSEn/aW6h3KaTvRRL9ACDG9QyPxA21tihGi7Y8pitI+VmZ5bnaTV15PTfOLAH8wOCUSs7H1U7fN6aJXvJpobS+DkiOJCDKxdHfgJPo7gW+FEA0nerwuEF0ytCtWU+tvaZjVSEZcqA4RKUrgCLV63nKkCXH4JIw/uG5sKlajxpF7Di1GwZQ+cXSLDryywB3FoAnGp8ewbE9Jp196PaFE33ycTpNSBrXD8Tq/dc2YVAYkRRw+R282CILNBp67ehia5v87gRVFTzeOSyPIwwmXMT27eBwBd1ZxYVY+v2s8k3vHYTS4n1euyEzh6auG6hyZ/5nYK4bimiZ2FdXoHcppOeZvvxAi4Xif4ERuEygsRgMf/GoM149JA+CWCd356Q9TyFTNJxSlw908vgczhiRhNmqEWY1YDIIgk4H1uZXsKPSvCcjuMSG8dsMIPr19HABjesZgMvjPixlfMSHD3crlq82F1DY5dI7m1B3vN+PrE/gcJ3KbgKFpgrhwCwC/mpjuN/2MFcXXGTTBvy4dxE9/mMyL1wznh/sm8cN9Ewm1GLn21dXklPnfRrWM+FAMmmB7gX+9kPEV2wqqMWiCZ3/cy7C//8Cd766nrhMm/OMl+sHNa/Jt/asB4r0RaGdSUtuE2aARfnQjbUVROlxcmJVx6TF0iw4mOSqYt28eidPlcne8q/avjndWk4GesSF+N2PhCzbnV/Lr99bjdEmkdG92XLC9iDvfXa93aCftmIleSmloXpNv61+YlLJTtpLtSKU1NmJCzQFRoUtRfF16XBiv3ziSslob1766mqp6/9mBD9AvMZztKtG3uxeXZNHoaF2vYMW+Mg5UNugU1alRizodoLS2iZgwi95hKIrSbEhKJHOuzSS7tI4b31hNva3zTb+2pW9iOIVVjVTU2fQOxa/klNXhabO92ahRqBK9UlrbREyoSvSK4kvGZ8Tw1Ex3x7vb31mPzeGiptHOgcqGTl3nol+S+wCUmr5vXyO7d8FkaD0ra3O4yOhk9QqOt+v+ayFEmpdi8RslNU3EhKpNeIria84ZmMijFw9kye4SJj3+I8P+/gNT/7uYEY8s4MvNBXqHd0oO9dFQ0/fta/bEHgSbDWgt6hVo3Dy+OxFBJv0COwXHG9G/AXwvhHhQCNG5HplOXC5JWZ1NjegVxUfNHNmN9LhQCqoasbskjXYX5XU2fvfhZtbu91xdz5fllddjNmr8b8Fu7pi7jp0HVcJvD4kRQXxx1wTOH5REVLA7/U3tE8fvzuqtc2Qn73ib8T4AhgLhwFohxG+FEPcd+ueVCDuZygY7TpdUiV5RfFRxdSN55fWtrjfYnbyweJ8OEZ26pbtLuOrlldgcLuqanHy79SAXP/czm/Iq9Q7NL3SLDubpq4ay4S/T6ZcYTkltU6fcZH0ia/R2oA6w0LJzXedapPCS0uZOR2oznqL4poPVjW0Wl8n18ALAl/3l86002n/ZGe6S7hcs//hqu45R+acz+8axLqeiU256POZBbyHE2cATwHxgmJSyc/0V6KC0pjnRqzV6RfFJPWNDcbhcra4bBIzq0XmqWDY5nG2+MNmcX+XlaPzflL7xPL1oLz/uKuaSYcl6h3NSjjeifxC4XEr5gEryx7evpJY3f94PQFFVY6dvhKAo/ijEYuTOSemt6uK7JMwckaJTVCfPpGlYPdT2B4gKVgON9jaoawSxYRYW7ijWO5STdrw1+glSym3eCqYzm7syh/OeWsYPO4oA+OMnW3jg4y0q2SuKD7prSjr/unQgfRPDiAuzMCEjBqNB8M9vduJwth7t+yJNE1w7OpWgozpmBpkM/OqMHjpF5b80TTCldxxLdpdgc3SO35FD1Dn6dlBa28Tfv9xOo8PFoeO4jQ4XX2wuaLNHtqIo+hFCMGNIV765ZyKrHzyTt28exSMXDWT53jIe/26X3uGdsN+d1ZuLhyZjMWpoAjQB149N44axaXqH5pem9o2jtsnBmk52OkMl+nawdHcJRg9taBtsTr7qpGdzFSXQXDEihWtGd+OlpVl8salz/N0aDRqPXjKQ1Q+eyYSMWJIig3jgnD6dcmd4ZzA+IwazUWNB88xtZ6G6rrQDYxs7eIUAkx/1wVYUf/eX8/uzo7CG3320ibX7y9mYV0lMqIWbx3dnbHqM3uG1KSLIxPDUKJbsLqHe5iDYrJ7aO0Kw2cjItC58vrGAblFBTOoTT/eYEL3DOi6VhdrB5N6xeKqgaTEauGRo59qdqSiBzGzUeOyyQdgcLt5ckcOm/CoW7izm5jfX8upP2XqHd0y9msuy7imq1TkS/7V0dwmrssoor7Px6Dc7OfvJpfzz6x16h3VcKtG3gzCriWevHorV9Ms6mcWocefkngxMjtA7PEVRTsI3WwsxHLUU12B38vh3O6n14V7kveJDAdhdVKNzJP6pwebk9nfWYW8e1dmdkiaHi7dW5LAyq0zn6I5NJfp2MrVvPKv+eCaJEUFkxIWx8P4zuGtKht5hKYpykn7cUYLd2XqKzmTQ2HrAd8+np0aHYDZqKtF3kOV7Sz3ufWi0O/l4Xb4OEZ04lejbUUSwCYtJIz0+lOSoYL3DURTlFMSEeT6D7nBKuoT47vl0gyZIjw1lt5q67xAOlwRavwCUgM3Hj2SqRN/OGmxOgtsoYqEoiu+7aVz3VsV0AMKDjIfXwX1V74QwNaLvIOPSo5uTfUvBZgMXDemqQ0QnTiX6dtZgdxJsVoleUTqrUT2i+eO5fQgyGQizGLEaNUItRoqrm/h84wG9wzumjPhQCqsayS6p0zsUvxNmNfHvSwZhNWkcOmhlNmpM7xfPpN6x+gZ3HOoMRjurtzmxqkSvKJ3adWPSuGx4MtsKqokKNpEcFcwNr6/m/g82EWY1MqVPvN4htrL1QBVvNZfgnvbkEvomhPPs1UNJjfb941+dxYyhXRmWGsWHa/N4etFeLh3WlUcvHujzdQvUiL4dOV0Sm8NFsEm9flKUzi7YbGREWhfS48Kwmgy8fF0mfRPDuf2d9azO9q3KaJX1NmbOWcnBandTLYdTsq2gisteWNHpyrX6upQuwdw3vTddI4Ootzl9PsmDSvTtqsHuBFBT94rih8KsJt64cQTJUUHc/MYan9qB/9mGA6068rkk1NsdLNrZuaq4dRYZ8Z1n46NK9O2o3uY+Y6um7hXFP0WHWnj75lGEB5m4/rXVZJXUsvNgNd9uPUh2qX7r4vkVDS360h9id0gKKht1iMj/ZcSFsq+kFqenamk+Rs0xt6NGm/sPTe26VxT/lRQZxNs3j+SyF1dw9pPL3KWuDRp2p4szesXy7NXDMHu59PXw1CjeXZ1Lvc3Z4rrRIBicEunVWAJFRnwYNoeL3PJ6ny+Dq0b07aje7h7RB6kRvaL4tR6xoQxJicDmdNHkcFHb5KDJ4WLp7hKeXbTH6/Gc2S+elC7BLV5gGA2Cod2iGNYt0uvxBIJDRy1XZZf5fDtylejb0aFX0yrRK4p/czhd/LSnddnTRoeLuatyvR6PyaDx8e1juWV8d7pGWjFogu7RIbx2Q2an2CzW2VTW23jie3c74wc/3cq4fy1i2Z4SnaNqm0r07aixOdGrqXtF8W8Ol2y1+e2Qo6fPvSXUYuT3Z/dh+QNTmTkihfyKBnx8oNlp3fD6Glbsc7/Qc7okBVWNzH5rHXuLfbNYkUr07UiN6BUlMFhNBvolhre6LoAJGfq3sz2zbzwNdicrfLzZSme062ANuw7WHG5uc4jN4eS1n/brE9RxqETfjurV8TpFCRj/vGQQIWYDJsMvU+NGg+DP5/XTMSq3MT2jCTIZWLhDHa1rbwWVDRgMrZdDnBL2l/lmRUKV6NtJg815eCqnqFodZ1EUfzcwOYIf7juDm8f3YHLvWDJTo7A7JVUNdr1Dw2oyMD4jhkU7in1+o1hn0y8pHLuHIkQWo8ao7tE6RHR8KtG3g415lYx8dAEfr8sD4KbX1/DHTzarPzBF8XNJkUE8cE4fXr9xJK/dOILoEDMPf7XdJ/72z+wbR0FVI9sLq/UOxa/Eh1u5fHhyi8ZHBgGhViPXjUnVMbK2qUR/mpwuyS1vrqGm0YGtuYd1k1Py+cYCvtumps0UJVCEW03cO60Xq7PLfeJvP9xqAuCCZ35i7D8X8u6qXJ94AeIP/j5jAH8+vy9dI6wATOgVy9e/nkCUj7YxVon+NG3Mqzxc+vZI9TYn76/x/jEbRVH0M3NEChlxofzzmx00OfTZfQ+wdn85936wEXCXwi2oauThL7fz4pJ9usXkTzRNMGtUKm/fMgqACwcnER9u1TmqtqlEf5ocThcCz+dUm1QzCUUJKEaDxoPn9SWnrJ63V+ToFsd/vtvVqiRug93Jcz/uw+5Uz0vtJa45uRfXNOkcybGpRH+ahrRRdSrIZOCSYcneDUZRFN1N6h3HGb1ieWrhHsrrbLrE0FazFYfLRVmtPjH5o1CLkVCL0ec3YKtEf5osRgNPzRyC1aQdHtcHmw0MT41ixpAkXWNTFEUfD57Xl3qbk6cW7Nbl67dVe10TgqgQk5ej8W9xYRY1og8EU/vGs+j+SSRGWkmMsPLcrGG8ddNITAb17VWUQNQrPoyrRqbwzqpcXaql3Te9F1ZTy+cfkya4eXx3LEZV56M9xYVbKFYj+sCQFBlEkMnAsG5RTO4dh6ap+tKKEsjuPbMXwSYDf/h4C08t2MPry7Mp8dLIb1x6DE/PHEpKlyAEYNAEZqPG7Wf09MrXDyRxYVaKqtWIPmBUNTgID1LTYoqiQFSwmeSoINblVPDkgt3865udTHhsEYt3FXvl60/vn8Cy309h9yPnMPeWUdTZnLy3Js8rXztQLN1dwvJ9peSW13P2k0tZtFP/Y5WeqETfTqSUVDXYiAxWiV5RFPhu28HDJVEl7lM4jXYXd727watH70wGjdE9ohnbM5oXl+yj0cNxYOXk/bizmNlvrz28uXHnwRrunLueb7YU6hxZayrRt5MGuxO7UxKpRvSKogCfrD9Ag93zUbY12RVejgbumZpBSU2TLm10/dEjX233cITRxSNf79AporapRN9OKuvd9a0jVKJXFAU4Vht4PVrEj1Kj+naVXVbv8Xp+RQMul29VIFSJvp0cSvRq6l5RFIBLhyd77GQpBIxI66JDRGpU357iwiwer0eHmH1uM7ZK9O3kUMcqtRlPURSA6f3iOXdgIkEmw+EaG1ajxguzhmM26vPUq0b17ec3Z2a0aGwD7kJpd09J1ymitqlE306qGtwbMiKDfLOpgaIo3iWE4D+XD+bD28YwvX88AJ/dOY7xGTG6xqVG9e3jiswUHjinDxFWIwBmg+C+6RlcPzZN38A8UIm+naipe8XXNDmc/Ly3lJVZZSdc33xbQRVvLM/mi00FasTXTgZ0jeCGsd0BKKnV/7z1qB7RDEmJ5N/f7GTo37/n7CeX8uXmAr3D6nSEEFw/No0Nf5lOclQQZ/VP4NYJPRF6bMA4DmNHfWIhhBVYCliav85HUsq/CiG6AO8DacB+4AopZUXzff4I3Aw4gV9LKb/rqPja26Gpe7UZT/EFP+4s5u73Nhx+36gJ5lyXycjunteGnS7JPfM2sHBHEU7prqL20Gca780eTd/EcG+F7bd6xrlL0u4rrmVCRqyusewpqmFHYTU2pwtbvYuKeju/+3AzRdWN3Dy+h66xdUaaJkgIt1Lqwz0EOnJE3wRMkVIOBoYAZwshRgMPAAullBnAwub3EUL0A2YC/YGzgeeFEJ2mVmNlgx2TQXjcfKMo7UVKSUWdjXqbo83bFFU3csfc9dQ2OQ7/q2ywc8Prq6lptHu8zyfr81m4o5gGuwubw0WdzUllg53Zb61VPczbQWyohTCrkX0ldXqHwpML9rSa4WmwO3ni+926ttbtzOLCLRTX+G4Z3A4b0Uv3s8OhFkqm5n8SmAFMar7+JrAY+EPz9XlSyiYgWwixFxgJrOioGNtTVYOdiCCTT07bKP5hdXY5v/9oEwcqGwB3j4V/Xzqo1SzSZxsO4HS1nqq3OVzc+tZa0qJDcEmJ00XzW8nSPSU0eJiqL62z8d22g7y9Iod1uRWEW03cNL47syf08Lmdxb5MCEHP2FD2lXjuKudNG3Ir8HT6SwIFlY1tNsRR2hYXZmXZnlK9w2hThyV6gOYR+TogHXhOSrlKCBEvpSwEkFIWCiHimm/eFVh5xN3zm691ClX1djVtr3SY/aV1XP/a6hbJeNGOYm56Yw0vXDOMbQeq2XKgii0Hqlixrwybs/UzucMl2ZJfRVZJHQZNoAmBpoFBCBpsnkdyNruLX7+34fDna7Q38dSCPeSX1/OPiwd2zIP1Uz1jQ/lpb4neYZDcJZiCqtajT6dLEhOqNhOfitgwCzWNDhrtTqwm35vVFd6YlhNCRAKfAncDP0kpI4/4WIWUMkoI8RywQkr5TvP1V4GvpZQfH/W5ZgOzAeLj44fPmzevw+M/EY+tacDmhD+PDmr3z11bW0toaGi7f97OQj3+WqqdRsprbTilJK9OcKBOUNQAxQ2CWod7ZC2A+BBBcogg1OAg1iqJC5JYm593NCHoGReK1cPRrrJaGwerG3E1Px8UNcCmMo2dlQK7FCQGSYZEu+gVITFq7s/VJyEMgxdG9f7y8/9in42P99j570QL0cEnN8Zqz+9BbZODnLJ6XFKyu0rwRa6BGalORiaY6BrV/s9f7cGXfwccLsm3+xr4aJ/k3sGQEW1t9yXc2tpaLrjggnVSysxTuX+HjugPkVJWCiEW4157LxJCJDaP5hOBQx0e8oGUI+6WDLTaCiqlnAPMAcjMzJSTJk3qyNBP2H+2LKNbmJVJk0a0++devHgxvvI49RAIj9/hdLFgRxE/7S0lIdzKZcNTSIiwAu7H/8YOM2tzWpdNNWqCmSOSuWRYMv2Swgm1GJFS8qu31/HV3lLqm0fqwWYDFwxO4s4zB3n8+k0OJ7NeXsX2wmrqbU4sRg1NCBIizORVNlDYICjMN/BNvvv2oRYDb44bzPDUji/84g8///fX5DE/awsAf17hINQKb9w4gv5JESd0//b+Hny6Pp+Hv9pBbaMdkCwvC+KxW6f4bAtbX/0dKK5p5NynllHZXCTvf5sgyGTnkYt7c8mw5Hb7OosXLz6t+3fkrvtYwN6c5IOAM4F/A/OB64F/Nb/9vPku84F3hRBPAElABrC6o+Jrb5X1dnrFhekdhtIJNdqdXPnSCvYU11Jvc2I2ajy3eB8vXD2MqkY7L65uYEe5501cBk1w99QMukb+MhITQvDCNcP5akshn6zPx6gJLs9MYXq/+DZjsBgNvP+rMSzeVczP+8qID7Nw0bCuPPrVDg5sami1plvX5GTbgWqGpEQdHtU32p1sPVBFiMVIn4QwtV+l2Y7Cav46fyv25uWPBruTBruTa19dzao/TcVk8P4p54uHJXPhkK6U1Tbx2cYDPPr1TrYVVDOsW5TXY+nMnv9xH1X1dhxH/IE02J38bf42zh+UpFthpKN15Ig+EXizeZ1eAz6QUn4phFgBfCCEuBnIBS4HkFJuE0J8AGwHHMCdUkqf3wL6875SHvlqB/kVDVTUHeT9NblckZminuSUE/b2ihx2FdUcbpBhc7jf3vjGGiQQEyS4/YyevLs6l5pG++GkG2TSOGdgYoskf4hBE1w4OIkLByedcBwGTTC1bzxT+/7yguC2ST35bltRi70BJk0QZDbwl/nbeHtlDvdN60Wj3cmDn21FEwKXlMSHW3n9hhGkqY1dvLc69/DP9Eg2h4vle0uZ1DvOw706nkETxIVbmTUqlWcW7eXVZdkMm6US/clYsrsYu4edjU6XJLu0jt4JvjH468hd95uBoR6ulwFT27jPI8AjHRVTe1uzv5yb3lhz+Am6zubkb/O3U91o59YJPXWOTuksPtt4oFUXLHCfz314Rn8S6rOYMrkP14xJ5T/f7WLxrmJCLEauH5PKTR187rlPQjiv3ziCP3+2laySWsxGjSubK4It2lnCEz/s4va56xG4d20fsr+sjlmvrGLZ7ycH/O78ijqbx13uIKlpbPuYpLeEWIxcPaobLy/NIq+8npQuwXqH1GlEh1jILm3d3MbhkkT5UPE0r6zR+6vHv93loU2hk6cX7uXGsd0x6jAlp3Q+5jZ+T8wGjZHdo8nfng1A18gg/nflEC9G5ja6RzQL7juDRrsTs0E7nLjPG5TI2QMSmPXKSlZmlbe4j5RQWW9jbU5Fm0V6AsW0/gks3Fl8eL/EIXanZFQP3/je3DA2jVeXZfPGz/t56Px+eofTadw6sQfb5m1sOeNlEAxPjSIu3KpjZC2pTHQadhfVeLxuc7gor/fdKkmKfhxOFwu2F/H68mzW7C/H5XLRLbr1CEoACRFWesb6ztS31WRoNTo3aIJQi+fxghCC8jr1d3DOgAT6J4W3aIBiNWrcOTmduDDfSAaJEUGcPyiR99fkUd1GUSWltbP6J3DXlHTMBvffhVETDEmJ5Lmrh+kcWUtqRH8aUqODqcyvanXdqAnV3EZppbCqgcteWEFlgw27U2IQEGw2UlZnIyHcSkV9E0IIDJqGxagx59rhnWKvx5Q+cSzfW9aq4E6Tw8nwVLXmazJozL1lNPM3FfDWz/vZfKCK357Vm1sm+Fa52Vsm9OCzjQX83/xtZKZ1YVT3LvSI9c0jbb7kzsnpXDw0ibH/+pFfndGD353VR++QWlGJ/jTcP703s99e22L6Pshk4JYJPXxmt6XiO3774SYKq1ruYG+w28hMjeKDX41hb0ktq7PLiQ2zMLl3XKf5HbpkWDJv/pxDTlkdjc2bzgQgEORX1BPbRt/uQGI2alw2PJlJvWPJ/McCvcNpk0ETfLL+AF9tLkQClw9P5uGLBnSKF5x6CrW61+Ojgn1zgKcS/WmY2CuWJ68cwv0fbKLO5iTcauRXZ/Tk9jPURjylpbomB6uzyz1uysotr0fTBL3iw+gV7xu7dE+G1WTg0zvH8u6qXL7aUkiE1cT5gxN5ZtFernt1Na/fOIKKejvbCqro1iWYcwYkEhSgPSFiQi3Eh1vYXlCtdygtuFySm99cg7P5F/TQC7ZPNhxgfEYMZw9I1DM85TSpRH+azh6QyNsrc6htcvDZHePUK1/FI6eUtFWE8kRbyPqyYLORWyb0aDEdPbZnDFe+tIIrXlqB2aDR6HARYjbwyFc7+OSOsaRG+87+A2/qlxjONh9L9FsOVFHr4QRAvc3J3FW5KtF3cp1jbtDHZZfU0SMmVCV5pU3hVhP9k1q3ezUZBOcN8s8n0aTIIEZ174JL/jJCrLM5qai38dsPN+kcnX76J0Wwt6SWRg9NhPRic7rafP5q8qE4lVOjEv1parQ7KahSHZ+U4ztUEvNQJblgs4GkyCDun9Zbz7A61KJdrZu4uCRsyK2krkn/M+R66JcUjtMl2zy1o4fByZF4SvMWo8ZFQztNbzGlDWrq/jTtL3OXJlUVwJSj2Z0ulu4uoazWRmp0MP9bsJs+CWFcMTyZ/MpGBqdEcPaABJ+tL94e1BxXa/0S3TM72wuqGZQcqW8wzcxGjf9dOYS73luP0yWxO6V7Q6WA8waeeHVFxTepRH+a9pe6E30PleiVI+wtrmXmnBU02l04nC6aHC4MmuC524bSM4B6Ilw4JIm5q1qWgBXAsNQoQto4f+/vunUJJshk4MvNBfRLCmdg1wifWPY7s188P9x7Bh+ty6e0tom4MAtPLtzDY9/t5BHVkviYGmzu2amqBt+sQRCYf2ntKKtUjeiVlqSU3PrWWspqbS3KwmoCthyoDqhEf9+0XqzMKiO3rJ56mxNNgFNCYriF295Zx4i0LlyRmUyY1XfKhXakuiYH17+2miaHk5/3lXHlSyvplxTOWzeN9IkXPildgrl3Wq/D79fbnLy0NItJveOYdoymSIFsztJ9PPH9bgCeX7yPdTkVvDBrOBE+VAJXrdGfpv2ldcSGWdqsDqYEnn0ltRysauToTfY2p+SdlTm6xKSXMKuJL++ewLNXD+O3Z/Xm5uba/PM3FfLt1oP857tdnPnfJRRXN+ocqXc8+vUONudX4ZLuvQoNdidbDlTxj6+26x2aR/dP703/pHD+8PHmgPkZnYwF24v43w97Dm82dboka/aXc9d763WOrCWV6E9Tdmkd3QP0mJDiWaPdhdbGX5Yv7bT2FoMmmNwnjjsnp7NwZxHwSwOcBruTsjob//l+l34BetEn6w9gO+o4pc3h4tMNB3SK6NjMRo2nZg6l3ubg/g834fLcnSdgzVmW1aoipN0pWZVdTnGN77wwUon+NGWX1pMWo7o9Kb/okxDmsVGN1ahx4ZDA3dhUUWcjt9xzp68FO4p1iMj72qqZYHO4kG0VWtBZelwoD53fj2V7Snltebbe4fiUtpK5ySCoqPOd9XqV6E9DTaOd0tomuseoetDKL4wGjSdnDsVwxP6qYLOB9PhQrh2dpltcejtWSd8jG774s7E9ozm6a68Q7uJCvrAhry1Xj+zGtH7xPPbtLrYVtO7vEagmZsRi9NCGWSB86si1SvSnYX9zH+LuakSvHGVAUjgGTWNAUjhXZCbz70sH8ekd4wK29Cu4+56PT49p9cRoMghmje6mU1Te9fcZAwi3mrCa3E+9Ancxpb/P6K9vYMchhODflw4iMtjEPfM20mALvCUoT+6cnE54kKnFi/ogk4G/XNDPp3pV+E4knVBWaS2AGtErrcxdlYvN6eLJmUN47LLBXDA4CVMbfecDyX8uH0x6XCjBZgPBZg0BWIwGbhybpndoXpEWE8KPv53Eb87sRe/4UCTwxV3jOkWXuC4hZv57xWD2Ftfy6Nc79A7HJ8SHW/n2NxMO10OY1DuW128cwRWZKfoGdhS1Vfw0HBrRp3roJ64Enr3FNby0JIvthdXsK6llVPcupAfQUboTER1q4Zt7JrAhr5L8igaq6m089Pk25q7K9bm2rR0lKsTMbWf0ZGDXCGa9soqs0jq6dZINvRMyYrllfHde+SmbM3rFcqY6ckdcmJVu0cEU1zTxxo0j9Q7HIzXEOA3ZpbV0jQzCGiDri0rb1u4v54JnlvPJhgNsK6im0e5iY34lOwp9q3mJLxBCMKxbFBcOTuKa0alM7h3Lkwv2BNzxrcEpkWgC1uVU6B3KSfnd2b3plxjO7z/e7FM7y/WUU1bv0wM+lehPQ3aZ2nGvuD342VYa7M7DbT4BmuwuHv7SN89H+wohBH+9oD82hyvgpoNDLUb6Joazdn/nSvQWo4GnrxpCXZOD3364WR25A/LKVaL3S1JKsktqfWpnpaIPm8PFnjYalHS20Zoe0mJCmD2xB59tLGBlVhlVDfYWJXP9WWZqFBvzKjtdq+L0uDD+fH4/lu4u4T8/7OK5H/fy3I97ySqp1Ts0r6ttclBWZ6NbF9/NBWqN/iQ5XZJXlmXx6rJsqhsdrMoqZ19JLT07wWYapWMYNYHZqNFob/1kHWZVf2In4s7J6by3OpdrXlkFSIwGjcuGpfDQBX31Dq1DDU/rwpsrcthZWMPA5Ai9wzkp14zqxpvLs3n+x30YhHt25pmFe7h3Wi9+dUZPvcPziiaHk4/X5QMQF2bWOZq2qRH9SfrzZ1t4csFuimubANhTXMuMZ5dTUNmgc2SKXjRNcOWIFCyGlsfGgkwGbgiQ3eSna+fBaqob7ThcEofLXV3wo3V5/P6jzXqH1qEyU6MAWJtTrnMkJ29/Wf3hAkhO6S581Ohw8cQPuw83+/JnK7PKyPzHAv7ZvOT0x0+38Elz0vc1KtGfhOKaRj5ef4CGo0ZuTQ4nryzL0ikqxRf86dy+DGw+YhNk0jAbNS4YnMTtk9L1DayTeH7xPuzOlmu9jQ4X32492GLfg79JigwiKcLK2k64xPPdtoN4KubnkpLvtx/0fkBeVNfk4OY31lDT6Dhc597mkPzpsy1k++CLHJXoT8Le4losHoog2J2SjXmV3g9I8RkWo4GULsGEWY28fF0my/8whccuG4TBQ9UspbW21nZNBq3TrV+fDJvDRWyYhR+2FTH7rTUs3V2id0gnTBO4K/54INr6gJ9YsKPI43WHUx6eyvclKtGfhJSoYI+bhAyaID1OrdEHska7k++3HeTcAYmMz4glNsyid0idypCUSI8viuxOl09VGGtPDqeLq19eyfaCamxOF99vL+ZXb6/j8e926h3aCTm7fyKah7K9Tpdken//Pl9f1+TE5WE6w+GS1DT6To37Q/zzL6iDpHQJZlzPmFajerNBY/bEwCj2oXi2aGcxdTZnQDetOR13Tk73OFt2xfBkj8nEH3y3rYjthdXYj1iaaLA7eWVZNgerfP98erfoYB44pw8Wo4bFqGE2CAzC3X73hcX7/PrY3YSMGDw9vGCzgWn9Erwf0HGoRH+Snps1jBlDunLouadHbAiv3zhCVUALcPM3FhATamF0j2i9Q+mUesSG8skdYzmjVyyhFiNJEVYsRo0dB2s8jpz8wYIdRdR7qBlv1AQrskp1iOjk3TiuOwvvP4M/nN2HB87py5LfT+buKenMW5PHHz7e7Lf7K1K6BHPLhO4tZqGCzQYmZMQwLt33ngPU2Z+TFGQ28Nhlg9hbXIPZqDFv9hi9Q1J0UlzTyKvLsvlpbyk7Cqs5d2CiWpM/DX0Swnnzpl9KiH66IZ9739/EV2YTUybrGFgHiQ4xY9Dg6C0IQggig3z3qNbRkqOCuWl898Pv3zetF5oQPLVwD04pefyywX75d/HrqRm8sXw/XULMDEqO5MIhSUzrG++TXQhVoj9FNY0OtS4fwAoqGzjv6WXUNjkO7xb/fttBvttayFkDEnWOzj9cNKQrC3cU89mWQm7Ir+p058yP58oRKbyzKgenq2WmNxkE4zNidIrq9AkhuLc52f9vwW6kdDcz8rdkv2iHe7nuhWsGMrFXrN7hHJOauj9F1Y12wq0mvcNQdPLkgt1UN9pbHAmzOSV/+myr305XepsQgkcuGki4WfCb9zfo1xp17lxISwNNc7+dO7ddPm1GfBj/umQQwWYDIWYDmnBP279z8yi/6HR4z5kZ/HZ6Lz7dcID7PtiIw89OT3y8Pp/4cAvj0n3/RVnn/23SSVWDnfAgNSESqJbtKW015QpQ3+RUxZPaUUSwiVsHWdhXUsc/v9GhFv7cuTB7NuTkgJTut7Nnt1uyv2hoV9b9eRovXZvJ7Ik9cLgkDXb/6fV+15QMfn92bz7fWMC9H2zym2RfWtvE4l0lXDS0a6eYqVCJ/hQ0OZw02l1qRB/AooI9/+ydLql+L9pZv2gDN43rzlsrcvhmSyHfbzvI4l3FNDm8kBAffBDq61teq693X28nQWYD4zNi+PXUDMKsRt5emdNun9sX3DEpnT+e04cvNhVwz7yNflEX4YtNBThckkuGJusdyglRQ9JTUNPoACA8SD2hB6pbJ/bgT59sbTH6Mhs0JvSKIaKNFwHKqfv92b35eksht89dT4jZgBACTcDL12UyqiNPOuTmntz10xBsNnLZ8GTeWZnDQ+f3IybUf2ox/OqMnhg0wT++2oHd6WJkWhe+3FKI1WRg1qhunD8o0Sc3sbXlk/UHGNA1nN4JneO0lRrRn4LqBndBhAiV6APWRUO6ctO4NIzN03Ymg2B4ahT/u3KIvoH5qYLKBsrr3f0l6mxOapsc/H979x1fdXU/fvx17sreITsQ9t4oSwRUhgNRUeseleKqrW2t1dr661C/WK2ttlqldYtSBAcqWgXBgSh7z7ATRgiQndx5fn/cC4RwgZuQ5HPH+/l45JF7P7k3eZ+be+/7fs54n4o6Fz9+fSk1DlfL/eG2bRt3/CzdNKQdTrfmv0v3tMjvN9LkER145JJufL7hAE98upFVe8r4fvshHpy1ht++v9bo8AK25UAla4vLmTQgNM7mQRJ9k1QcO6OXDpFIpZTi1+O78bMLOgMw597zeGfKEOm2byGzVxTjOUWP77yNJS33hx9/HGIb7DMeG+s93gI6tolneKc0Xl20g+k/7GJRYWlYFZ7JTYnFalYnFJupdbp5f0VxUNaIr6+0ys6s5UU8+ekmLCbFhL6hUxxLMlUTHD2jlzd1UeVwEWUx0S07NLrwQlWlb2e7hjweTbW9Bc/ob7zR+/2RR7zd9W3bepP80ePNrM7p5mClndIqB3+cswGrWZGZFM1v+4dHsv9qy8GTNi8C7wfnJTsO0T49OPd0f+v7Xfz54w2YlHdnRaVgxa4jjO0ZfFXw/JEz+iao8NUyljF6cbDSTpuEqJAaXwxFF3XPJNZmPum426MZ0dJrzm+8EXbuBI/H+72FkjzAs/O2Htvi1eH2UO1ws/tQDcVHwmMlR2ZCFFbzya8Vh9s7wTkYbTtYxWOfbMDu8lDr9KDxlvn92YyVlNU4jA4vIJLom6Ci1td1L2f0Ea+0yh5Wk6aC1YjO6ZzXKf2kZD+4Qxp5KbGnuFfombl8D44GZ7zejVJc1IXBsrtrBuX7XY7m8cAfP1rPw++t4UBFcNX5/3BlMS4/vRAmpfh8g/9d7IKNJPomOH5GLyMfkarO6Wbmsj2sKSqnyu7iYKXd6JDCmlKKF28ayDPX9uWS3llc2S+HfvnJLN15+JRb3IYip5/dMY8Kh5r/+amx/OvGgSTFWImPMhNrM5OfEsPMu4Zy67ACZi0vYtRTC/nr55uDZhc4u8vjtwiWR2vsp/l/BRPJVE1QXuvEalbEWE/uShTh70i1g4nPL6K0yk6Nw01lnZNRTy9kxk+GhF2Z1mBiMinG98pmvK/E8IGKOsb+7Wt+9e5qZt01LCQKl5zJmB6ZfLhq70nzEWJsJmJt4fF2PbpbBst+dxHr91Z457dkJaCU4pyCVG4f1p6nPt/MP74s5O0fdvPzizpz/bkts8IhUGN7ZvHqop04Gqz/1xou6JZhUFSNI2f0TVBR6y1/K+Oykenv87eyr7z22M5jHg3Vdhe/mLnK2MAiTGZiNH+a2JOVu8t46ettRofTLH5zcTfSE6KIrXcSYTapsBqeALCaTfTLT6Z7duIJ76Nt02L5x/X9+fDe4XTKiOfRD9cz9m9fs3S/C12vR0NrzaEqe6sMZyg0bq2P7VhqUhBtNfGzCzuTmxzT4n+/OYTHR8RWsr+8jsc/2cDcdfvRWvPHj9bz63Fdw+aTtgjMp2v3+Z05vPtQzbHJeaJ1XN43h/+t38/fvtjCiE5tUAoSoi20SwvO2dtnkpEQzZe/GskHK4tZU1ROaZWdeRtLKCzTjDM6uFbUNz+ZGVOGsGBzCf83dxPPr7Lz3eHv+O0l3am2u/jt+2sprfROhLukdxZPXNW72d6HPR5NlcNFvM3C7sM1TH5jOXnJMfzu0u58U1iK1Wziyv659MoNnd47yVABqra7mPjPbymtsnP0PX76D7tZU1TGrLuGydl9BLFZ/HeEaTS2MNiMJJQopfjzxF58s6WUic9/S7TVhEd716P/+5ZB5ITIGVd9sTYLNwxuxw2DveW2L3j6K97dYuduj8YUBsMTgVJKcUG3TM7v3IbH35nP3N21XPPiYkyKE9bhf7puPxW1Ll65/Zyz+ntaa/7z7Xb+Mb+QGoebGJsZi0mhlOL1H59LQXocY0JkOV1D8q4UoA9WFlNR56L+iZzD5WHjvkpW7C4zLC7R+q47N59o64kvHbOCAW1TpPytAfZX1FHncuPRUOPwUOf0sGlfJTe//MMJ3b2hKMpi5ldju7CzwsMna/cZHY4hLGYTI/OsLHhgFN2yEmg4L87u8rBoWynFZ7mZ1BuLd/LM51upqHMdW+lwpMbJdefkUxCk6/sDJYk+QGuLy/3uKqU1bN5faUBEwihTRnRkaIe0Y5MxLSZFbkosz17X3+DIItMb3+06qWqeW2v2ldexpqjcmKCa0cR+ueQnmHj68804QmSWd0uItVmw+FmDD94liM/O28J3haWnLImstebLTQf48WtLuPbFxby4sJA9R45X4/vHl4V+3+PfX1ncPA0wkHTdB6hzRjwxVhO1DYo6mBQUpIfXRBlxejaLiVdvP5f1e8u54/VlZCdFM/uuYRHVrRpM9pXX4vZz5m5SitKq0F/2aDYpruli5ZnlNcxYuptbhhYYHZJhzilIZfP+ypPmyHg8mneXFTFzWRFmk6JXTiKDClI5pyCFge1SaZMQxZOfbeL1xbuo9U2iXbLzME9+tplOGfE8e10/Sqv8F78pqQj955Ak+gBdPTCf574spM7l4eh7itWsyE2JYUj7Ftw9SwStnjlJdM6Ip7LOJUneQKO6ZrBk5+GTKqs53R765icbE1Qz651uZkiHVJ6bv5WrBuQRHxWZb90/GdGB2cuLcHtcx7rwY6xmbhjclp9d2JkVu4+wbOdhlu48wlvf7+Llb3cAkJ8SQ3FZ7Und/hrYWlLFxOcXnfJvhsOJnHTdBygp1sp79wzjnIJUABQwpnsm/50yVN7kI1h6fFRYnDWGsmvPyScjIZqoepMkTQomj2gfNlULlVI8dHF3SqscPPXZJj5avZeVu4+E/ByExspJjmHOT89jfK8skmOtFKTF8sgl3fndpd1JirEyumsGvx7XjZl3DmXNH8Yy++5hPHxxN5JirScl+fqcbk3HNnHYLCe+l0dbTTxyafcWblXLi8yPhU3UsU08M+8cygV/XUi3rEReuHGA0SEJg6XH2yitsqO1lpUXBomPsvDRfefx2qIdfLZ+PzUON7sO1XB+5zZGh9aseuUkkp0UzeuLd/Hu8j2Aom1qLNMnDyYtTD7QBKIgPY4Xbhx4xttFWcwMbJfCwHYpdM1K4N7pK6h2nHrd/bieWZxTkMpTn29mV2k1BelxPDi+GyO7hP7zSBJ9EyhA3tMFQFp8FHVO7+YjkdqdGgySYqz8/KIu/PyiLtQ63Iz4ywL+8WUhgzuEz7DaK4t2cKja23tU4/AOUxSWVPHLmat5/cfnGhla0BveKZ0Ym/mUiT7OZqZffjKju2UwOkSq3TWGdN0LcRaOdg0fku77oBFjM3Pn+R34trCU5bsOGx1Os3nz+104XCdvePPdttKgqQsfrKxmE2//ZAjZSVE0HGm1WUy0S4sLmXK2TSGJXoizcLRnZ+7a/dhdob+7WLi4cUhbUuNsPDe/kMPVjmMzrUPZqdqgUEG7xWsw6ZKZwHcPXcjMO4dy7Tl55KfEkJscw09GtOfdu4ZiCeNiV9LXKEQTaK158rNNx2b1PjtvCy99tY23Jg8OqdKY4SrWZmFcz0zeWbKHcx7/ApNSjOmeydSr+4Ts9tIXdc9k1vKikza8yU2JIT3eZlBUoUUpxaCCVAb5JlVHivD9CCNEC/pqy0HeWLzr2HreOpeHslont7+2FM/ppveKVrH9YBXvr/AWOnF7vLOqv9h4gDteW2pwZE33y7FdSIu3HSvUdLQH+qHxXWUiqDgtSfRCNMHbP+w+tntdfTUOFyv3HDEgIlHfq4t24vQ0XFevWVtcztYDoVnJMiMhmnm/HMkD47oyrmcm15/bFpvFxLvLiyNumZ1onBZL9EqpfKXUAqXURqXUeqXUz33HU5VSXyiltvq+p9S7z8NKqUKl1GalVCRt1iRCjL8kDzJeGiy2HazC7effYDGbKDrLmuhGSoi2csd57Xnp5kE8cVVvHhjbhXkbD/DRmsisgy8C05Jn9C7gV1rr7sAQ4F6lVA/gIWC+1rozMN93Hd/PrgN6AuOBF5RSZr+/WQiDXd4v51gXan0erRnYLsXPPURrGlSQckIBnaMcLg/dshIMiKhl/Hh4e/rmJfGHOes5WGmnpKKuVfZoF6GlxRK91nqf1nqF73IlsBHIBSYCr/tu9jpwhe/yRGCG1tqutd4BFAKyOFQEpSv65dInL4lY2/Hx0miriScn9SbazwcA0bpuGVpAjM18wlIqq0kxsW8O2Umht3XtqVjMJv5ydV/Ka5wMnzqfEX9ZQL8/fs7/+3AdTn9dGiIitcoYvVKqAOgP/ABkaq33gffDAHB08WIusKfe3Yp8x4QIOjaLiemTB/PMtf1Ij7eRlRTNJz8bwYS+8pQNBunxUXx833lM6JtDUrQFq1mRnhDF1El9jA6t2RWX1aAUONwau8tDncvDf5ft4U8fbTA6NBEkVEtP4lBKxQNfAY9rrd9TSpVprZPr/fyI1jpFKfU8sFhr/Zbv+MvAXK317Aa/bwowBSAzM3PgjBkzWjR+fx7+pob8BBP39Itulb9XVVVFfHx8q/ytYBTs7f/78joO12n+NLxlzhSDvf0trTna/8VOJ9M3Ofjz8BjyE0JvDvLpHoNtB6uprHPxVqGZOjfc1sVNlNm7e1+P7MSwqOIpr4EqJkyYsFxrPagp92/RdfRKKSswG5iutX7Pd/iAUipba71PKZUNlPiOFwH59e6eB+xt+Du11tOAaQCDBg3So0aNaqnwTyl2+ULaZCQyalTr1LpfuHAhRrQzWAR7++ccWEXpzsMtFmOwt7+lNUf7+1Y7ePeJ+Wwnk5tH9WyewFrR6R6DBx77gtKq49f/ucH7th5jNTP/ksHkJIf+UIW8Bhae1f1bcta9Al4GNmqtn6n3oznArb7LtwIf1jt+nVIqSinVHugMLGmp+IRoLgnRFirrXEaHIU4jJc7GmB6ZfLCyOOwqGPbJTcbfSbvVrGiTEDmb3YhTa8k+rOHAzcAFSqlVvq9LgKnAGKXUVmCM7zpa6/XATGAD8Blwr9Y66F6RLrcHu8tDZa1T1q4KwLvkqbJOng/B7tpz8jlS4+T/5m5i7tp91DjC48PZA+O6Em01n5TsJw3IwxrGZV1F4Fpy1v23Wmulte6jte7n+5qrtT6ktb5Qa93Z9/1wvfs8rrXuqLXuqrX+tKVia6qFm0sY+Ng8istqWbTtEOf/ZQGb94dm8Q3RfGxmEx4NRUdCd312JNjh699+c/FOHpy1mkGPzePbraUGR3X2euQkMuvuoYzs0oaUWCtdMuPJSoxizuq97CuX56SQyngBKzpSw11vLae81onW4PZo9hyp5bppi3G4ZBlLJPJ4NP/vw3U89+VWAC7860J+/e5qWdYUhDbvr2Tqp5sAcGuosrupcbiZ8uYyquyhf2bfMyeJ1358LisfHcvnvxjJW5MHU+d0c/dbK8JuqEI0niT6AL27rAi3nxrmDreHBZtL/NxDhLuXvt7GzGXHNxlxuDUfrdnL0//bbHBkoqHZK4pw+vlArhR8uSn8Xr+dMhJ46pq+rNpTxmMfb2T3oRrmbzzAjtJqo0MTBpDd6wJUUmk/toFJfR6P5nC1w4CIhNFe/nYHtQ2qkNU5Pbz1/S4euribbDQSRGodbvy8fNGasK0kd0nvbCaf157/fLuDd5bsJsZmxunyMLhDGi/dPFAKO0UQOaMP0Pmd049VQavPo+Hc9pG15aHwKq91+j1e43D77f0RxhnfK8vv69ft0Yzs0saAiFqH2eTttXB5NJV1LupcHr7ffojHPpZiOpFEEn2AxvTIpGtWAtHW4w9ZrM3MFf1z6dgmcgs5RLI+ecl+j3fJjMcis52DyrCOaVzYLeOEZG8xKe6/qDOZia1T+MoIM5YW0XAxiN3lYdbyIlklEkHk3ShAFrOJd34yhF+P7QpAXkoMT07qw9SrehscWZCaPh0KCsBk8n6fPt3oiJrd/5vQgxir+YQXUYzVzB8n9jIsJuGfUornru/PizcN5Efn5JMaZ6NTRjx3j+pkdGgt6lRLCO1uD9LpFDkk0TdCtNXM1YO8xftuG1bAhL45Mg7rz/TpMGUK7NrlHQTdtct7PcySfZ+8ZD66bzgT++diNinyU2N4755hDOmQZnRowg+lFOd3acOTk/pw27ACNu2vpKSizuiwWtTg9ml+i+n0zUvGbJL3rkghib6Rqn1LceKiZB7jKT3yCNTUnHispsZ7PMx0ykjgbz/qR4/sRDq1iad7dqLRIYkAjO+VBcDnGw4YHEnL+sPlPYiLsmCrN5SkgN9d2t24oESrk0TfSJLoA7B7d+OOh4HMxCgOVNiNDkMEqHNGPO3T4/jf+v1Gh9KiOmUkMO+XI5k8oj3DO6ZxWZ9sNDB3bXi3W5xIslUjHS2uER8lS1NOqW1bb3e9v+NhKiMxmpW7y4wOQwRIKcXYnpm8/M0OymucJMVajQ6pxWQlRfPg+G7HrqfGrePV73ZwWd9sBrRNMTAy0VrkjL6Rqu3eNbfxUeH7xnDWHn8cYmNPPBYb6z0epjITojlU7ZAqiSFkXM8sXB7N059v5rttpXgiZHbag+O7kZ0YzW9mrZGqeRFCEn0jVR3rupcz+lO68UaYNg3atfMu4m3Xznv9xhuNjqzFZCZ6dwk7WCXd96FAa82cVcUAvL1kFz95YxnnPfkluw6Ff+W4+CgLj1/Vm60lVTy/YJvR4YhWIIm+kaqPdd3LqMdp3Xgj7NwJHo/3exgneYDMJO9a7ANhPos7XHyydh8zlxUB4PZ4e+r2V9Qx+fVlBkfWOkZ3zeCq/rm8sKCQjfsqjA5HtDBJ9I1U7ZDJeOJkmQneRB/uy7XCxRuLd1HjOLHb2qNhz5Eath2sMiiq1vX7y3qQFGPlN7PX4JKNmMKaJPpGqpIzetFAndPNx2u83cCPvL+O5xcUhm399HBRfYod68wmRa0jMv53KXE2/jixJ2uKynl10U6jwxEtSLJVI1XbXZhNiiiLfEYS3k2Nbvj396wvLgfgULWDf8zfysLNJcy8c6gUVApSl/bOZltJFXUNJk9aTCa6ZiUYFFXru7R3Nu93L+bJzzbxjy+34nB7GNohjUcn9KR9epzR4YlmItmqkartbuJsZnkDFwB8W1jKpv2V2OttjVbn8rB+bwXfbTtkYGTidG4dVkDbtFhi6+3gpoCpV/XGGkH7FCilcLs9uDyaijoXdU4PC7ccZOI/v6WkUoahwkXkPKObSZXdJd324phVe8r8dvXWOd2s2lPW+gGJgMRFWZjz0/P4w8SeXNwrizHdM9BE3mTKnaXVLN5++IRjWns/rL652E8tDBGSJNE3gtaa0iq77OMsjslKjCbGz/an0VZzWO+KFg6irWauHZTPv24ayLRbBjGsYxrPzt9KRZ3/7YfD0ZYDldj8DEM6XB5WywfVsCGJPkDLdh5m5FML+WrLQXaUVnPNi9+xr7zW6LCEwS7pk43Fz+YgNrOJS3pnGRCRaAqlFA9f3J0jNU5eXBg5a8vbp8fh9DPj3mpWsm9DGJFEH4B95bXc8soSdh+uQWvQwIrdZfzope8jppqW8C8+ysJ/7xxKp4w4oiwmzL6c/9Q1fYm1yRBPKOmdl8QV/XJ4+dsd7C2LjA/xnTMTGNA25aTJxTaziVuGFRgTlGh2kugDMGPJHlzuExO626M5VG3n++0y4SrSdc9OZN4vR/HlA6OYc995RFtNfB7mm6WEqwfGdcXt0Yz929d0+/2nXPLcN3y7tdTosFrUf24dxOX9co7tcHf0w2tucozBkYnmIok+ALsOVePw072lNewrj6zJO+LUcpNj6JmTxHXntOWDVcUytBOCvvdNTKuye2egb9hbweQ3lvLN1oMGR9ZyYm0Wnrq6L5v+PJ6bh7TD7dF0yYycJYaRQBJ9AIZ0SPM74cqjNX3zkwyISASzO85rj0fDy9/sMDoU0Qhaa578dBOuBsNxdU4PUz/dZFBUrcdkUgzvlE6t083qojKjwxHNSBJ9ACb2y6VNfBRW8/FJVzFWExd2y6RThnzyFSfKT43l8r45vL1kN2U1DqPDEQGqc3o4XO3//xUpZXGHdEhFKfiuUIYkw4kk+gDE2MzM+elwbhnaDoCUWCsPjuvGs9f1MzYwEbTuHNmBGoebN2QtcsiItpqIi/a/dDYnQsark2Nt9MpJ4rtt4T0vIdJIog9QcqyNX47pCsBdIzty+3ntsURQBS3RON2yErmwWwavfbczYmqnhzqlFPeO7kSMnzoZl/bONiAiYwzrmMbK3f4LQYnQJJmqEY7udhXrZ7xeiIbuGtWRw9UOZi7bY3QoIkBTRnTg/jGdSYyxYDYpUuOsZCVF88q3O1gTIePWQzum4XB7WLbr8JlvLEKCLPRthKOfcGNkfbQIwDkFqQxql8K0r7dzw+C2EVVDPVQppbjz/I785LwO1LncxFjNlFTamfSv77jt1aXMumsoHdrEGx1mizKZFAqY/PoyOmfG86sxXRndLcPosMRZkHeeRqhxere2lDN6Eai7R3WkuKyWj9fsNToU0QgmkyLWZkEpRWZiNG/eMRgF3PzykrCuh//99kNMeWMZGrC7PKwrruDu6cv5aJU8f0OZJPpGqDl2Ri+JXgRmdNcMumYm8OLC7WgtVRRDVfv0OF67/VzKahzc8vISymvCsx7+E3M3Uuc8sWZIndPD43M3yvM3hEmib4SjXfexsqmNCJDJpLhzZAc2H6hkweYSo8MRZ6F3XhLTbhnEjtJqbnr5B341cxXn/2UB17z4HQs2hcf/dsuBSr/HD1baT/oAIEKHJPpGOD4ZT8boReAm9M0hKzGa33+wnilvLOPZeVsprbIbHZZoguGd0vn9hB6sLS5n9opidh+uYenOI9wzfQWvf7fT6PDO2ql2XIyxmU+qhy9Ch/znGqHG4R2jl6570Ri7D9dQVuOguKyWzzcc4IWFhVzw9EIKSyKjCEu42bC3AtVgw8Jap5u/fLYJuyu0l6T9/MLOJy0vjLGaufP8Dpj87NIoQoMk+kaolTF60QSPfriOOtfxbk+7y0NlnYtHP1xnYFSiqRZvK8XvcLWCnaU1rR5Pc7pqQB4PXdyN+Chvr2WUxcSU8ztw7+hOBkcmzoYk+kaokTF60QTfbzt5PbLGO8NZJjiFnuwk/1XynG5NWrytlaNpfrcOK2D65MEAPHtdP34xpouczYc4SfSNUOuUM3rReFFW/y+zKIsZ1bAPWAS9u0d19Fs9r3duEunxUQZE1PzMvsRuNkmKCAfyX2yEGocLk0ImpYhGuWpA3knPGbNJMWlArkERibNxfpc2/P6y7sRHWYizmbGaFXFRZraWVEbM5jcitMj08UaocbiPFdEQIlCPXNKdbSVVrNpThklpap0etNbcOqzA6NBEE90wuB1XD8xn9+FqUuOiqLa7uOL5Rfz4taW8f89wUuNCvwtfhA85NW2EWodbuu1Fo8XYzLwzZQjv3TOMqZP68upt5xBjNfPYJ1KEJJTZLCY6ZSSQGmcjPzWWf986iP3ldUx5Y1nIz74X4UUSfSN4z+gl0Yum6Z6dyIS+OYzsmsED47ry1ZaDzFktpUXDxYC2Kfz12r4s23WEB2etkQ9xImhIom+EWqfb7yQcIRrrlqEF9MtP5k8fbeBItcPocEQzuaxPDr8e15UPV+3l7/O2Gh1Ok2it2bS/AoBN+yvkA0sYkETfCLVyRi+aidmkmDqpN+W1Th77ZKPR4YhmdM+ojlw9MI9n52/lg5XFRofTKLUON9e+tJjfve+t8fDPLwsZ9/ev5cNoiJNE3wg1DpeUvxXNpltWIneO7MDsFUV8u7XU6HBEM1FK8cSVvRnSIZUHZ61hyY7Q2df96c83s6ao/FiBJ7vLw47Sah5+b43BkYmzIYm+EWpkMp5oZvdd0Jn26XH89v21xyovitBns5h48aaB5KXEcOeby9hZWm10SAGZvaIIu+vEzWucbs28jSU43bKpTaiSRN8ItU7puhfNK9pq5okre7P7cA1/n7/F6HBEM0qOtfHq7ecAcOurS5g6dyNXPL+Iu95czrKdwXmW73T5T+YerfHIWH3IkkQfgPJaJy8sKGRvWS2r9pSxpqjM6JBEGBnaMY0fDcrnP9/sYF1xudHhiGbULi2Op6/py65DNbz0zXZW7Snjf+v3c/PLS5i5bI/R4Z3kwu6ZmBuUCVFA/7YpRFnkJCdUSaI/g7IaBxf//Wuem78Vp1uz61ANP3rp+5CbZCOC228v6U5KrI2H3luDS7pIw8qynUcwK45thKPx9g7+cc76oFtv/8il3UmLjzpWydFqViREW3hyUm+DIxNnQxL9GUz7ejulVfYTdh+rdbr5/YfrcJyim0uIxkqKtfKHy3uwrriCVxftNDoc0Yy+3FSC20+vt1KKLfuDq2RuZmI0Cx4YxR0j2gNwZf9cvn5wNJ0yEgyOTJwNSfRnMG/DARx+XqUerdlyoNKAiES4urR3Nhd1z+CZL7aw53Bob3cqjjvVjnYOl5vkWGsrR3NmcVEWLumVDcCYHlkkx0o531Anif4MUk5Rs9rt1iTFBN+LVIQupRR/mtgLk4Lfvr9WCpWEickj2vsttJUcayMvxf+Wt0I0J0n0Z3DHeSe/SM0m6JadSH5qrEFRiXCVkxzDg+O78c3WUj5YJfNAwsEF3TL52YWdiLaaSIi2EG0xkR5vo6TSzqMfrsfjkQ90omVJ9ZczGNszizvP78DzCwtxujU2s4lOGfFMu3mg0aGJMHXTkHZ8sKqYP3+8kZFdMowORzSDu0d14qYh7Vi/t4L0+Cg6tolj6qebeOnr7bg8Hh6/ojcmU/DsillW462Ed7jabnAkojnIGX0A7h/ThWeu7QvA1Em9mfvzEWQkRhsclQhXZpNi6lV9qKxz8uePN2B3eVhTVCYFS0JcQrSVIR3S6JQRj1KKhy7uxr2jO/LOkj08OHsN7iA4s3d7NA+/t4bbXlsKwCPvr2PKm8uocwbX6gDROHJGH6Cj77F985MNjUNEhq5ZCVx/blveWLwLc3s3n33zAyYFT13dh3G+iVIitCmleGBsV6xmE3+ftxW3R/PU1X2wmI07/5r29TY+WFmMyzcB2eXRfLX5II99vIHHrpQldqGqxZ5RSqlXlFIlSql19Y6lKqW+UEpt9X1Pqfezh5VShUqpzUqpcS0VV1OV1zoBZAKeaBUej2behv0AfFFkosruoqLOxc//u4rCElntES6UUtx/URceGNuF91cW84uZqw2to/Daop3UOk/8+3aXh3eXFwVFj4Nompb86PgaML7BsYeA+VrrzsB833WUUj2A64Cevvu8oJQKqjJMkuhFa/phx2HK61wAlDuPj9063R6mf7/bqLBEC/npBZ15+OJufLR6L/e9s9KwYZoK33OuIafbI0NHIazFEr3W+mugYUHnicDrvsuvA1fUOz5Da23XWu8ACoFzWyq2piivdRJrM2M1sFtNRI5D1XaOpvdeKcffYN0e2FdRZ0xQokXdObIjv7u0O5+u288901cYUjXvnIIU/E0J7Ngmnmg/SwRFaGjtrJWptd4H4Pt+dEpxLlC/8HOR71jQKK91ytm8aDUD26Xg9I2TDs04nuhjrGZGd21jVFiihU0e0YE/TezJFxsOcPdbK1p9EtzvLutBbNTxqVtmkyLGauZxGZ8Paaoli3IopQqAj7XWvXzXy7TWyfV+fkRrnaKUeh5YrLV+y3f8ZWCu1nq2n985BZgCkJmZOXDGjBktFn99z66o42CNh8fOa/2181VVVcTHx7f63w0Wkdr+feV1HK520CZa88ZWE5vKFPf2hH658ajgWYnV4iLx/79wj5PX1jvomWbmxi5g89gpc5pJjbOReooiXs1lX5WLh7+1MzZPc36umTYJx2vfGyUSnwP1VVVVMWHChOVa60FNuX9rz7o/oJTK1lrvU0plAyW+40VAfr3b5QF7/f0CrfU0YBrAoEGD9KhRo1ow3ONe2LyYnDgYNWpoq/y9+hYuXEhrtTMYRWr7tdZ8um4/+zevwG6Nw62rqUwqYPTonkaH1qoi8f8/Cui2ZDcPvbeW330PP+0Bz61XxFg9jOgcz7RbmvR+H5C3f9gNrOXBa0fRKSM4kmskPgfqW7hw4Vndv7U/ps0BbvVdvhX4sN7x65RSUUqp9kBnYEkrx3ZaFdJ1L1qZUopLemfTIT2OL345igl9c/jv0j3HipmI8JYWH4XNrPBoeG+nd3y81unmm62lrC1q/u2Mv9pykNtfXcKTn20kMdpCRoLUuA8XLbm87h1gMdBVKVWklLoDmAqMUUptBcb4rqO1Xg/MBDYAnwH3aq2DqkKDjNELo907uhPVDrfsbhchfthx6NiGWsXVx4+7tWbZrobznM/OCwsLuevN5SzYfJDyWhdVdheX/3MR1Xb/s/BFaGnJWffXa62ztdZWrXWe1vplrfUhrfWFWuvOvu+H693+ca11R611V631py0VV1NJohdG65qVwNgemby6aAeVdU6jwxEtLCsx+tjY+FUF9VdeaKIszTcDvrzGybPztlJbb+KfR8P+ijreWSJLOcOBrBU7gy83HWDMMwupcbiZvbyIj1b7nTogRKv46QWdqKhz8ZaspQ97V/bPxeyrf1+QcHzStNujeWLuRl75dscJxXV2lFazpqgMh6tx691XF5Vh87NsuM7pYf7GEj/3EKFGSuCexpebDnDP9BXU+SpFldU6eXDWGhwuD5MG5hkcnYhEffKSOb9LG/7zzXZuG1ZAjE3WNoertPgo3rzjXO59eyUmVU201UR2UgyPXtaDV7/byZ8+3sDMZXu4/6LOPDe/kO2lVVhM3oT9+BW9mNj/9CuU95bVUl7rJDHagstz8ocDpaBNQlSLtE20Lkn0p/F/czcdS/JH1TrdPPnZJkn0wjA/Hd2Ra1/6nkue/Zr4aCuX9M7ilqEFxEXJyzncDGyXyuKHLuDz+Qv4bOxg2qXFopRiVNc2/G/9fv700QbuemsFCvCe83vfr37z3ho6ZsTTKzfppN95sNLOXW8tZ11xORazAq1x+SlvG20xc/vwgpZsnmgl0nV/GrsO1fg9frDK3ujuMSGay4JNBzEp2HGohrXF5Tw7bysTn18kO4yFKaUUURYTBelxKF8BBaUU43tl87cf9cNiUjRM03anh79/sYXistqTnhe3v7qE1XvKsLs8VNvdVDs8ON2a9HgbMVYz8VEWYm1m/nB5D/q3TUGEPjkFOI3s5Gi/yT4l1obVHEEVS0TQKKmo4+VFO6h/Albn8lB8pJb3VhRxw+B2xgUnWl21w0W0zUxVgxr1Gpi3qYR5U78EID7KQlq8jVibhc37K2h4Aq+A4Z3S+enoTpTXOumZkyTDQmFEEv1pPDC2Cw/OWnvCbNQYq5mfXdjp2CdrIVrTit1HsJlNJ/Uo1TrdLNh0UBJ9hOmbl+y3d9FmVlzZP4/+bZM5VO2gtMrOoSoH2w5W+f09Gu+YfefMhBaOWBhBEv1pTOibi8OlmfrpRg5WOYi2mvjNxV25dWiB0aGJCJUaF4W/stUmBZlJMnEq0qTFR3HX+R349zc7jp2QRFlMZCVF8+iEHifN2yircTD4ifnYG3w4iLKYGNlF9lAIVzJGfwaTBuax5JGLyEyMYkKfHG4b1l7O5oVhBrVLISXOhqnBU9BmMXHzkAJDYhLG+uXYrjx3fX+GdUyjZ04i94zqxEf3ned3cmZyrI27R3Ykpt5OdFazIiXOJs+fMCZn9AFQSpEWF8Xhaik9KoxlMinenjyEH7++lOIjtbg9Gofbw88v7EzXLOl2jVRjemQypkdmQLe9f0wXumUn8vK32zlS7eDC7pncObIjSbFSECxcSaIPUFq8jVJJ9CIItE2L5YtfnM+2g1XsK6vjzreWs+1g9ZnvKITP+F5ZjO+VZXQYopVI132AUuNsHK62Gx2GEIC3l6lTRgIjurRh0oA85qzaS2mVPD+FECeTRB+gtLgoDlfJGb0IPrcNL8Dh9jBdyuIKIfyQRB+gtHgb1Q63FCURQadjm3hGd23Dm9/vwu6S56cQ4kSS6AOUGufdm1km5IlgdPvw9pRW2flkzT6jQxFCBBlJ9AE6mugPSfe9CEIjOqfTKSOel7/d4XedvRAickmiD1B6vC/Ry4Q8EYSUUvx4eHvW761g6c4jRocjhAgikugDlBrnrTomXfciWF3ZP5fkWCuvLtphdChCiCAiiT5AMkYvgl2Mzcz157blf+v3s+ew/50XhRCRRxJ9gBKjLVjNilIZoxdB7Jah3k1t7nprOffPWMnHa/bicsuWykJEMkn0AVJKkRIrRXNEcFu87RAA6/dW8MGqvTw4aw3XTfve7w5nQojIIIm+EdLipd69CF41DhePvL/uhL3GaxxuX9IvNi4wIYShJNE3QlqcjUOS6EWQWr7rCJaG29rh3av+o9V7DYhICBEMJNE3grfevSR6EZxirGY8+F9DH2eT/auEiFSS6BshNc4mBXNE0OrfNsVvQo+xmrlxSFsDIhJCBANJ9I2QFGOlyu6SXcJEUDKbFK/efg4psVbio8zHuvFvG9aOEZ3bGBydEMIokugDoLXm+QWF/GthIQDD/m8+D85aIzOZRdDpmZPEkkcu4h/XD2DK+R0A6J6TZHBUQggjSaIPwHsrivnnl4U43N7xT4dbM2d1MY99vMHgyIQ4mdVsYnS3DB4Y25Xc5BhmLy8yOiQhhIEk0Qfg+YWF1DbYnrbO6WHm8j1yVi+ClsmkuLJ/Lt9sPciBijqjwxFCGEQSfQBONSbv9miq7a5WjkaIwF01IBePhg9lHb0QEUsSfQD65yf7PZ4SayM51tq6wQjRCB3axNO/bTKzlxfL9rVCRChJ9AH4zfjuxNrM1K9FEmM184fLe6DUyQVKhAgmkwbksflAJev3VhgdihDCAJLoA9AjJ5EP7x3Oxb2ySYz2rlN+4cYBXNI7x+DIhDizCX1ysFlMzJJJeUJEJEn0AeqcmcDzNw7guev7AxBllYdOhIakWCtjumcyZ/VemTwqRASSbNVI/Xzj9av2lBkahxCNMWlgLoerHXy15aDRoQghWpkUwG6k5Fgb7dPjWLW7zOhQhAjY8I7pxEdZeODd1eSnxHBF/1xuGtKOaKvZ6NCEEC1MEn0T9MtPZlFhKVprmYwnQsKDs9ZQ63Tj9mjKa50UHqzikzX7ePeuoVjM0rEnRDiTV3gT9MtPpqTSzr5yKUIigt+m/RX8b8N+3PU2qq9zethyoJL5m0oMjEwI0Rok0TeBjNOLULJ0x2H8LaGvdrhZVFja+gEJIVqVJPom6J6diM1skkQvQkJ6fBRW88lDTFEWE1lJ0QZEJIRoTZLom8BmMdEjJ1Em5ImQcEH3DKx+xuFNSnH1gDwDIhJCtCZJ9E3ULz+ZtcXluNyyLlkEtyiLmRlThtIuLZYoi/clHxdl5uXbBpGRKGf0QoQ7SfRN1L9tMrVON5sPVBodihBn1DUrgYUPjOLj+4aTEG3hst45DOuYbnRYQohWIIm+iXrnJgHw0lfbWbWnTDYMEUFPKUXnzMRjvVFCiMggib4JDlTUcesrSwD4ZM1erp/2PTf8+wfqGuxZL0Qw6pOXxJYDlfJ8FSJCSKJvgl/NXM3e8loA3BpqnW5W7j7C8wsKDY5MiDPrnZuMy6PZuE92sxMiEkiib6Rqu4sfdhyi4Ry8OpeHmcv2GBOUEI3QN9877LSmSLrvhYgEkugbyeU59Vi80y3j9CL4ZSVGkx4fJYleiAghib6RkmKsdM5MOOm41aQY3zPLgIiEaBylFH3yklhbXGZ0KEKIViCJvgn+ek1fEqItRNfbkz413sYD47oaGJUQgeudm0RhSRXVdpfRoQghWpgk+ibonp3I178ezQNju3Jlv1xMCib0ySE1zmZ0aEIEJNZmxqPhlleW8P7KIpxS+EmIsCXb1DZRSpyNySM6AFDlcPHBqr385uJufkuNChFMXvp6G3/7YgsAy3cdYeO+Ct7+YTdv/2SIPH+FCEPyqm4GPxqUT2mVnQWy5acIcoerHTzz+RbqXMfP4GscbtbvrWDu2n0GRiaEaCmS6JvBqK5tyEiIkuV1Iuj9sP2Q37P2Goebz9btNyAiIURLk0TfDCxmE5MG5vHlphIOVNQZHY4QpxQfbQFOXgZqUpAcK3NMhAhHkuibybWD8vFomLW8yOhQhDiloR3SsFnMJx23WUzccG5bAyISQrS0oEv0SqnxSqnNSqlCpdRDRscTqPbpcQxun8obi3fy9g+7WLH7iGx0I4KOxWzi/os6Y1LHj5kU/GpMF3rnJRkXmBCixQRVoldKmYHngYuBHsD1SqkexkYVmMPVDnaWVnOgws4f5mzgpv/8wDUvLqbWIRuHiOCxYW8FT8zdSP0CjxaT4qstpcYFJYRoUUGV6IFzgUKt9XattQOYAUw0OKaAPPL+Wg5V2wFwuD3UONysLS7n6c83GxyZEMf9+5vtOFwnrpl3uDVLdx5m96Eag6ISQrSkYEv0uUD9qetFvmNBzen28MWGAzR4/8Tu8jBbxuxFENlRWo2/7RpsFhPFZbWtH5AQosWpYBpHVkpdA4zTWk/2Xb8ZOFdrfV+920wBpgBkZmYOnDFjhiGx1qeB9cUVaDSVTu+npzir92cmpeiZk3hWv7+qqor4+PizjjNUSfubr/37y+sorXacNH/EpBTdshIw1x+8DxKR/v8HeQyk/VVMmDBhudZ6UFPuH2yV8YqA/HrX84C99W+gtZ4GTAMYNGiQHjVqVKsFdzrP/+s7lu86csLCJbMJLu2dw72j+p/V7164cCHB0k4jSPubr/0HKuoY+7evqaxzHjuzj7Gaue7cfC68oGez/I3mFun/f5DHQNq/8KzuH2xd90uBzkqp9kopG3AdMMfgmAIydVIfEmOsxza6ibWZSYuL4pFLuxscmRDHZSZG8/F953GZb2+G9ulx/O7S7jx6WUjMeRVCNEFQndFrrV1KqZ8C/wPMwCta6/UGhxWQThnxfPXrUcxeXsSWkir65CVxRb9c4qKC6iEWgvzUWJ67/ux6mYQQoSPospDWei4w1+g4miI51sYdvo1uhBBCiGAQbF33QgghhGhGkuiFEEKIMCaJXgghhAhjkuiFEEKIMCaJXgghhAhjkuiFEEKIMCaJXgghhAhjkuiFEEKIMCaJXgghhAhjkuiFEEKIMCaJXgghhAhjkuiFEEKIMCaJXgghhAhjkuiFEEKIMCaJXgghhAhjkuiFEEKIMCaJXgghhAhjkuiFEEKIMCaJXgghhAhjkuiFEEKIMKa01kbH0GRKqYPALqPjaAXpQKnRQRhI2i/tj+T2gzwG0n6I01q3acqdQzrRRwql1DKt9SCj4zCKtF/aH8ntB3kMpP1n137puhdCCCHCmCR6IYQQIoxJog8N04wOwGDS/sgW6e0HeQyk/WdBxuiFEEKIMCZn9EIIIUQYk0RvMKXUK0qpEqXUunrHUpVSXyiltvq+p9T72cNKqUKl1Gal1Dhjom4+Sql8pdQCpdRGpdR6pdTPfccj4jFQSkUrpZYopVb72v9H3/GIaP9RSimzUmqlUupj3/VIa/9OpdRapdQqpdQy37GIeQyUUslKqVlKqU2+94KhkdJ+pVRX3//96FeFUur+Zm2/1lq+DPwCzgcGAOvqHfsL8JDv8kPAk77LPYDVQBTQHtgGmI1uw1m2PxsY4LucAGzxtTMiHgNAAfG+y1bgB2BIpLS/3uPwS+Bt4GPf9Uhr/04gvcGxiHkMgNeByb7LNiA5ktpf73EwA/uBds3ZfjmjN5jW+mvgcIPDE/E+8fF9v6Le8Rlaa7vWegdQCJzbGnG2FK31Pq31Ct/lSmAjkEuEPAbaq8p31er70kRI+wGUUnnApcB/6h2OmPafRkQ8BkqpRLwnPC8DaK0dWusyIqT9DVwIbNNa76IZ2y+JPjhlaq33gTcRAhm+47nAnnq3K/IdCwtKqQKgP96z2oh5DHzd1quAEuALrXVEtR/4O/Ag4Kl3LJLaD94Pd58rpZYrpab4jkXKY9ABOAi86hu++Y9SKo7IaX991wHv+C43W/sl0YcW5edYWCybUErFA7OB+7XWFae7qZ9jIf0YaK3dWut+QB5wrlKq12luHlbtV0pdBpRorZcHehc/x0K2/fUM11oPAC4G7lVKnX+a24bbY2DBO3z5L611f6Aab1f1qYRb+wFQStmAy4F3z3RTP8dO235J9MHpgFIqG8D3vcR3vAjIr3e7PGBvK8fW7JRSVrxJfrrW+j3f4Yh6DAB83ZULgfFETvuHA5crpXYCM4ALlFJvETntB0Brvdf3vQR4H29XbKQ8BkVAka8nC2AW3sQfKe0/6mJghdb6gO96s7VfEn1wmgPc6rt8K/BhvePXKaWilFLtgc7AEgPiazZKKYV3bG6j1vqZej+KiMdAKdVGKZXsuxwDXARsIkLar7V+WGudp7UuwNtt+aXW+iYipP0ASqk4pVTC0cvAWGAdEfIYaK33A3uUUl19hy4ENhAh7a/neo5320Nztt/oWYaR/uX7x+4DnHg/qd0BpAHzga2+76n1bv8I3lmWm4GLjY6/Gdp/Ht5upzXAKt/XJZHyGAB9gJW+9q8DHvUdj4j2N3gsRnF81n3EtB/vGPVq39d64JEIfAz6Act8r4MPgJQIa38scAhIqnes2dovlfGEEEKIMCZd90IIIUQYk0QvhBBChDFJ9EIIIUQYk0QvhBBChDFJ9EIIIUQYk0QvhBBChDFJ9EJEKOXdIniHUirVdz3Fd71dg9sVKKVqffX4G/P7f+TbSvPjZgxbCNFIkuiFiFBa6z3Av4CpvkNTgWnau3NWQ9u0tx5/Y37/f4HJZxWkEOKsSaIXIrL9DRiilLofb5XCv57pDr4z/E2+XcbWKaWmK6UuUkotUkptVUqFy5ahQoQFSfRCRDCttRP4Nd6Ef7/W2hHgXTsBz+It4dsNuAHvB4UHgN+2QKhCiCaSRC+EuBjvfgun2x63oR1a67Vaaw/e+uzztbee9lqgoPlDFEI0lSR6ISKYUqofMAYYAvzi6LaYAbDXu+ypd92Dd39xIUSQkEQvRITybRH8L7xd9ruBp4CnjY1KCNHcJNELEbl+AuzWWn/hu/4C0E0pNdLAmIQQzUy2qRVCnJZSqgDvPvGNGcM/et9RwANa68uaOSwhRIDkjF4IcSZuIKkpBXPw9hIcaYmghBCBkTN6IYQQIozJGb0QQggRxiTRCyGEEGFMEr0QQggRxiTRCyGEEGFMEr0QQggRxv4/zyLqVK0LnNcAAAAASUVORK5CYII=\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", "orientations.plot(ax=ax, color='red', aspect='equal')\n", "plt.grid()\n", "plt.xlabel('X [m]')\n", "plt.ylabel('Y [m]')" ] }, { "cell_type": "markdown", "id": "wired-vietnamese", "metadata": {}, "source": [ "## GemPy Model Construction\n", "\n", "The structural geological model will be constructed using the `GemPy` package. " ] }, { "cell_type": "code", "execution_count": 22, "id": "governing-brazilian", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:30.752895Z", "start_time": "2022-04-07T07:15:29.734275Z" } }, "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", "id": "optical-realtor", "metadata": {}, "source": [ "### Creating new Model" ] }, { "cell_type": "code", "execution_count": 23, "id": "binding-fishing", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:31.495581Z", "start_time": "2022-04-07T07:15:30.756904Z" } }, "outputs": [ { "data": { "text/plain": [ "Model23 2022-04-07 09:15" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model = gp.create_model('Model23')\n", "geo_model" ] }, { "cell_type": "markdown", "id": "stopped-poster", "metadata": {}, "source": [ "### Initiate Data" ] }, { "cell_type": "code", "execution_count": 24, "id": "assisted-nothing", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:31.700878Z", "start_time": "2022-04-07T07:15:31.498569Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Active grids: ['regular']\n" ] }, { "data": { "text/plain": [ "Model23 2022-04-07 09:15" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.init_data(geo_model, [0,700,0,788,0,400], [100,100,100],\n", " surface_points_df = interfaces_coords[interfaces_coords['Z']!=0].sample(n=100),\n", " orientations_df = orientations,\n", " default_values=True)" ] }, { "cell_type": "markdown", "id": "integrated-pension", "metadata": {}, "source": [ "### Model Surfaces" ] }, { "cell_type": "code", "execution_count": 25, "id": "cutting-energy", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:31.762736Z", "start_time": "2022-04-07T07:15:31.702883Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id
0Layer1Default series1#0154821
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Layer1 Default series 1 #015482 1" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.surfaces" ] }, { "cell_type": "markdown", "id": "younger-young", "metadata": {}, "source": [ "### Mapping the Stack to Surfaces" ] }, { "cell_type": "code", "execution_count": 26, "id": "formed-thought", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:31.872789Z", "start_time": "2022-04-07T07:15:31.764738Z" } }, "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
0Layer1Strata11#0154821
1BasementStrata12#9f00522
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Layer1 Strata1 1 #015482 1\n", "1 Basement Strata1 2 #9f0052 2" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.map_stack_to_surfaces(geo_model,\n", " {\n", " 'Strata1': ('Layer1'),\n", " },\n", " remove_unused_series=True)\n", "geo_model.add_surfaces('Basement')" ] }, { "cell_type": "markdown", "id": "subtle-techno", "metadata": {}, "source": [ "### Showing the Number of Data Points" ] }, { "cell_type": "code", "execution_count": 27, "id": "forty-treaty", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:31.920802Z", "start_time": "2022-04-07T07:15:31.874791Z" } }, "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", "
surface series order_surfaces color id No. of Interfaces No. of Orientations
0Layer1Strata11#01548211007
1BasementStrata12#9f0052200
" ], "text/plain": [ " surface series order_surfaces color id No. of Interfaces No. of Orientations\n", "0 Layer1 Strata1 1 #015482 1 100 7\n", "1 Basement Strata1 2 #9f0052 2 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", "id": "medieval-deployment", "metadata": {}, "source": [ "### Loading Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 28, "id": "subsequent-technique", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:32.064847Z", "start_time": "2022-04-07T07:15:31.922802Z" } }, "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([[ 3.5 , 3.94 , 2. ],\n", " [ 3.5 , 3.94 , 6. ],\n", " [ 3.5 , 3.94 , 10. ],\n", " ...,\n", " [697.5 , 775.53164557, 559.49066162],\n", " [697.5 , 780.51898734, 563.62854004],\n", " [697.5 , 785.50632911, 567.61871338]])" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.set_topography(\n", " source='gdal', filepath=file_path + 'raster23.tif')" ] }, { "cell_type": "markdown", "id": "extreme-drink", "metadata": {}, "source": [ "### Plotting Input Data" ] }, { "cell_type": "code", "execution_count": 29, "id": "conservative-philip", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:32.301007Z", "start_time": "2022-04-07T07:15:32.066838Z" } }, "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, "id": "vocational-intranet", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:32.677781Z", "start_time": "2022-04-07T07:15:32.303006Z" } }, "outputs": [ { "data": { "image/png": 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\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", "id": "geological-triple", "metadata": {}, "source": [ "### Setting the Interpolator" ] }, { "cell_type": "code", "execution_count": 31, "id": "external-clerk", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:15:35.397066Z", "start_time": "2022-04-07T07:15:32.678781Z" } }, "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 1127.36\n", "$C_o$ 30260.57\n", "drift equations [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", "id": "above-lending", "metadata": {}, "source": [ "### Computing Model" ] }, { "cell_type": "code", "execution_count": 32, "id": "impressed-adams", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:16:18.029120Z", "start_time": "2022-04-07T07:15:35.400069Z" } }, "outputs": [], "source": [ "sol = gp.compute_model(geo_model, compute_mesh=True)" ] }, { "cell_type": "markdown", "id": "developing-wallet", "metadata": {}, "source": [ "### Plotting Cross Sections" ] }, { "cell_type": "code", "execution_count": 33, "id": "champion-collectible", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:16:18.886717Z", "start_time": "2022-04-07T07:16:18.031121Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "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": "markdown", "id": "intimate-connectivity", "metadata": {}, "source": [ "### Plotting 3D Model" ] }, { "cell_type": "code", "execution_count": 34, "id": "developing-comparison", "metadata": { "ExecuteTime": { "end_time": "2022-04-07T07:16:19.949076Z", "start_time": "2022-04-07T07:16:18.887702Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gpv = gp.plot_3d(geo_model, image=False, show_topography=True,\n", " plotter_type='basic', notebook=True, show_lith=True)" ] }, { "cell_type": "code", "execution_count": null, "id": "annual-clarity", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "hide_input": false, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }