{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 13 Extracting Interface Points and Orientations from Geological Cross Sections\n", "\n", "Geologists often work with geological maps. In addition, geological cross sections are provided with these maps to illustrate an image of the subsurface. The displayed lithological boundaries and structures can be used for geological modeling. Therefore, the interfaces and orientations of the layers have to be extracted.\n", "\n", "\n", "\n", "The data used for GemGIS is obtained from [OpenDataNRW](#https://www.opengeodata.nrw.de/produkte/geologie/geologie/GK/ISGK100/GK100analog/). It will be used under Datenlizenz Deutschland – Namensnennung – Version 2.0 (https://www.govdata.de/dl-de/by-2-0) with © Geowissenschaftliche Daten: Analoges Kartenwerk der Geologischen Karte von Nordrhein-Westfalen 1:100.000 (2020)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Set File Paths and download Tutorial Data\n", "\n", "If you downloaded the latest `GemGIS` version from the Github repository, append the path so that the package can be imported successfully. Otherwise, it is recommended to install `GemGIS` via `pip install gemgis` and import `GemGIS` using `import gemgis as gg`. In addition, the file path to the folder where the data is being stored is set. The tutorial data is downloaded using Pooch (https://www.fatiando.org/pooch/latest/index.html) and stored in the specified folder. Use `pip install pooch` if Pooch is not installed on your system yet." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2021-03-17T11:09:24.847676Z", "start_time": "2021-03-17T11:09:22.630184Z" } }, "outputs": [], "source": [ "import gemgis as gg\n", "\n", "file_path ='data/13_extracting_interfaces_orientations_from_cross_sections/'" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2021-03-17T11:09:25.096497Z", "start_time": "2021-03-17T11:09:24.895683Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Downloading file '13_extracting_interfaces_orientations_from_cross_sections.zip' from 'https://rwth-aachen.sciebo.de/s/AfXRsZywYDbUF34/download?path=%2F13_extracting_interfaces_orientations_from_cross_sections.zip' to 'C:\\Users\\ale93371\\Documents\\gemgis\\docs\\getting_started\\tutorial\\data\\13_extracting_interfaces_orientations_from_cross_sections'.\n" ] } ], "source": [ "gg.download_gemgis_data.download_tutorial_data(filename=\"13_extracting_interfaces_orientations_from_cross_sections.zip\", dirpath=file_path)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Extracting Interfaces from Cross Sections\n", "\n", "Interfaces can be extracted from georeferenced maps and cross sections by digitizing the layer data as shape files. The following illustrates the data preparation steps and the extraction of coordinates in GemGIS.\n", "\n", "### Data Preparation \n", "\n", "For the extraction of interfaces and orientation, the same principles as for maps are used. This is, that the interfaces and orientations are digitized in a GIS environment using shape files to store the layer data. The cross section used here is obtained from [OpenGeoData.NRW](#https://www.opengeodata.nrw.de/produkte/geologie/geologie/GK/ISGK100/GK100analog/). The cross section is part of the 'Analoges Kartenwerk der Geologischen Karte von Nordrhein Westfalen 1:100 000' and in particular of map sheet GK100-C4706-Düsseldorf-Essen. The data is used under Datenlizenz Deutschland Namensnennung 2.0 (https://www.govdata.de/dl-de/by-2-0).\n", "\n", "\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Georeference Cross Section\n", "\n", "The first step is to georeference the cross section. A tutorial on how to georeference maps is provided on this documentation page. For the georeferencing here, we are taking four points on the two axes of the cross section. It is important that the coordinates on the left side mark the origin and are defined by X = 0. The coordinates will be:\n", " \n", "* 0,0\n", "* 0,-4500\n", "* 52000, 0\n", "* 52000, -4500\n", "\n", "NB: Ideally, you would look up the exact length of the section which is 51819.98 m but 52000 m is close enough for this demonstration. \n", "\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Digitizing the layer data\n", "\n", "In order to digitize the layer data, a new line shape file is created and the layer boundaries are digitized. The image below shows some of the digitized layers in red. This can now be read in as GeoDataFrames for further processing with GemGIS.\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Loading the data\n", "\n", "Next to the digitized interfaces, we also need to load the trace of the profile. This is shown in one of the figures above and was also saved as shape file for further processing. In addition, we are loading the raster of the cross section and the geological map for visualization purposes." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:16.995460Z", "start_time": "2021-01-03T09:43:13.995503Z" } }, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio\n", "\n", "interfaces = gpd.read_file(file_path + 'interfaces.shp')\n", "\n", "section = rasterio.open(file_path + 'cross_section.tif')\n", "\n", "gmap = rasterio.open(file_path + 'C4706_Duesseldorf_Essen_2Aufl_prs_utm32n.jpg')\n", "\n", "trace = gpd.read_file(file_path + 'trace.shp')" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:17.025971Z", "start_time": "2021-01-03T09:43:16.997440Z" } }, "outputs": [ { "data": { "text/html": [ "
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jSKmYbFxBqIreEYPWFqiQ0mKtwoocRYpQBiFyoqhEKoNSDpzFFoLywgC33EZ1YhCKyiiqSuJMgkOwM1pjZE6STUao7hwy0ciypNPvI4VgudXg2PICjWaDwXDIQ1sDdkdTzN4OXXUfxnUQ3ReSdLsM16/QW17BSU2RpqT71ziy8ACLvSlalyghvcNZOXDCj5u1CFEipObC5NUQnUFWDjv6KNJex/a/EuUMS/w2UoOQhXeZnMBagXMaLxthqIy/h4oYJQyWJlbEVNbnGkkcSsVUVY98v4vWDUQswRnGu3vsbe0wP9eme2QftMCJLhvbDZKlW5BSYJyFYkpX7CKUpLIxxItEzRay8k6d0AqBI1YOJTVKK7SURML4c7IWYy1KC1AapRKUEkghESoANiRSesfFWIupcqqioChyrDFYINISHTeIkwQpI4S44bl3viVOlo7IJnvk6T6uHCHtFEeEsR4wKjKUBCktSuJBJIbxcEgcCYyBkSiJ2wnOaqRTJM0znDz9qpnGE/zhoh1/pHR4iqLgox/9KH/jb/yNm15/61vfyu/+7u9+wb9vZ2eXqizI0gnrFz/K/Dw02jpsFQKJRALKOaxSODTCORyWIstRwqGV5pHdEmd2qGwGOCQW4SyRTnHO4GyEtRInIxwJWsRYBKVV4CoEDmcsoInUPFLEuCqnqKZQ5QgzpXQFGJAopIyoRAulmiipcUIihEaqGCsiVBzjlEIKCc7rrURYVFkhygqKAldWuLLEFSWT5VWybgOoEEoiVYwWCuEsNXcghcKGvyVhixaC0lmKIkdgOHDqRNhTIiSaSPoH1jgoTImtKqytQJaUxuCsw2IRApRQxKqFkBqEQgtFpCRKxSiVIIVGCr/YGFuCdeBASBE8OYUQCgVIcQBaHH7BcDgkAiVF2KgF/sQFUHux7gZmQ+BcBRiEq6tR6gEID3lwHF2gt0QNdv0gzeCMcw4LVDacuzNQ9wpyzn8ee4CVkeAszkmccCCsfx/e87a2DKAhpzQp1jlMUWKyAvIpYrqPTEt0ViAnOTIrEXmBSkv0/hBxfYNoe5fOzpiNP/51pH/saxHZkO3BiKvXrtPvK1ZXuhhTcv6hbY6euZOFlWWEc4z2rmCzK0hpQbgwThKBBAnXrl5jd2uPU2dO0u0kCKCsFEYeY3HlOEncwLmKwWDIdHyZRI2Qwl+XcxYZ8l/yqoUQbZTbojIpjz5ymdH+PnEz4cSpkyws9BkNM4qiZJKWdLsxWhrOP3yJheVFVldXwBoefugS1lT05/soGTEYjOnP91hbWya388wtnkFpzXj/Ou2WpdFeQMmEvf0BptzEViOuPHqRwf6QZrsJTjAZT1g9soqUmrlegziKKK1DCMvF8xdptLqsnTxH1DqDNZYkjkmSBtevXkYgMNYhnW9vI6TCGUe/3WdpZZFsOiZpNmg3uwgpKLOM65/6FC7bYfklU1aPCBAWKSQOwwx4C4H4vctUexXiLbcgtPTP40fW6XzXfyTaHFC1mux/11cg/uLLYC4BV+JETve7/j0roy6f/Z++l+LkGYw1jDf2QMD80SWaS8cZVYZPbO6S5pu0uh3aR45z7KhgOhwxWJ9Dmore0RM0EhhvfZz1ywOO3f5ihlvXEbqDWXwT8F9JYsM0g1ZDEjfhkYeHDPZzYu1YPdJjbjFCF326x28B55g++mG0HVPO9XBoojSj13WAxjnN5rYHqSuLAxAx44lgrlkipUIw9quAG2Ed5Llnz5yztFoJVem4/4EjrBy5m4ZocP3KVYx4hEm2w1zcork0AulBVXpds8NZ4v4K0hT0d3+fRjvHOMlAnEKu3sZYKL/uinq98PuBsNYzK6PrdKefohfnZFmBKUucEGRZCU4SaUGn3cApTVko8iwnajSw04K5jiaSBiUVkRZoLcEKrHVMy4qhk1RO44wM32uQShJpSCJox5K5tgLnECgcAicAmyMQOKFmTkueF0zGU9qJYD9Lce0GzWYcZpphNMiYpDvMLeyzvb3DyVMn0fpL07LkeQF4apXG1dXVm15fXV3l+vXrT/iZPM/J83z293A4fNrfp5XEOkV7MuT4P/s+tJuirENWFmkcorJQOg8SKoswDlk5/3v4J8PrwjkwDmGdn0w2vGa54XeHqP+2zx1C7rf/6Vu4/A23o5TnA4zDqw47ETZX4zeym0IjfqF1CGSkAItwbgYiJFDVm75xuNIDEovxDpgSOAkyCkq/OLxPaxEuwgXPGidxeYU1Dkc8AxQWEMIFACoQ0sflhZMIBNY5cL5NgkBz0Ac8JMu5gzCQQIL1YFIgMHjWAudwTiGFQErrvSwMNWsikAgnMM6ghAvfCc46dOaIphVqkqMzi84MujCIvIS88n/nFSq3qMyhswo9qVBpRTQt0GmFTksYpyRIVGWRlUGVBllVYe5VyPC3LCtkZRD2meeiAZiXv4aduS5l1eToyhqLJ08yHO4zmWyzt73F6i3nOHbLcYQQTAZbSHOVuBEYI+e9WWstSNi8tsV4uMvZc8fp9xo4aymriLhzhqXl46hI4Iz0ORPO4swqe7uObmNMo+kBcGUboJZYWjxGFMXs7y0ii4vc+cIm1ze3uHb5MpcvPEw6XqPR6iGVRGvJ3s6AyWiflbUjLB85Q5QcxZXr3PXihOEgZTAYY4zh+Ik15ud6VGKZtaUzSKVJ4gjJKpPdTzEdbFKySm9hFedKpNljbq6DtYIoUhw/vkyWF1y+dJVsmnFtPeLWc0eZ77d55OEr6CTmyMljdOZuo9PrY4oSay3XL19BOefPVwgP7DA4U7HQW2R5bomda5fYe/B+ZBLTWlrBVAXTzQ1Uc8LR15UsHnE459tDGOfRdj2Xmz/8ATo/9D4AJmdOkL7gKHo0ofd79yNDo2Q9TVn6F/+F6ifex9W3v5LkL78OHVVEv/UQi0VF9mcKusuLzB07gnOW6cZHYefnGE5fQmflNZjpp+h0TtLqH6PKBgghaHR7NM/dRjYY0ux2SAeXWGh/lqsPb/Nofpmjt76RaxevYMRpdsVbGA4+SdW7h73hJ1lqPEhvTtNoShqNhHZbkmaS0vUwoSrKWIt0FmFzVDzHcNqg0x6BgL1BxKOjVxGLkk7zg2wN57h4/SjnjtxPPt3h+Ik2QoCUhs3rKVcvp+hY0+sKTp4GKRO6CyOGO7tUvZx0tIlYu8SkzBgVO8h1RaMVk6eOqHkn9773N7nja76ehfIR5uMR1ir23RIcuRsntZclDQSLNJVf83BAicyusyw+S9SckpcgY8361es0Wm1Gg4z+Qoel5XmKdIpwFSqSLPcTinHK6rEOWjoEETcytcIFF7SpwEnvGGHDGu0ZK4dDCu3nifPzwKvIe6fqgJOxOAOjiaHKhiRRxE46JZproaMYhMU5fG+zvTFx0/jQaBR9SfNYnxeAp7bHDtznqhj5gR/4Af7+3//7z/AbHAjoz/UBR7p+meVf/fTnd7JfhmaVwEYKG0uslsiWRMUAFusECId0EkeFcKBmj0NgPwLgAI1wJTUj4gBJvYj7d1tnwFlQHpQcAD3nwYywgRlxGBHi86LAhbi8cwahPKsk8A+ygwCOqsCO1NS1CeyLQqARwishCySqqpB5hcpKVG6JcoNIS0Rmiac5KnXoaYmeVqhJhc5K1NSDFJ0bVGHQU0NcWqLSonKLLCpUUf9fjkoLVJqj0vw5AWidlNhWE9to4JoNbOPgX9VqkS8tYlZXsGtrpHfficGgtEAIGVRijwKrrJ16gXcOsKTjfbK9+1HK+I02XKczjqoyXF3fQkrJ7befRWuNtZDmDZq924h1xKMPPohAoSJNVRaUpqK/sIRULXT7CHmxh1QxSW+JTrdLPpkwGeyzeuQow/0uw8ElVlYk/W6by5eusr2xgZBbqDjCVH7+HjtxhPmF0/TmX0Cv12Nnp8F0eJ2kWXCkK3BO4YTC6B4Ly0dJxxNGgx20gpVjx8iyc8QqZqHZoMwL2vOn2NkylNWnmZvvMM07VPIWksZ1bn9Bwu7+kPs++yjTScbe1haVcZw8c4ZW+wV0Wj32NrfY295GSq9M3p+bJ9Ixk9EEISRaJ1S2YDwYku/ukV15lMaRAc4KRte3kcrSvz3jyAs0SQLOSRBhk7u4R/J//BYMDeWLV2n/3AET3n7kMu1HLs/+3v2qt3Dh3/083V//FVa//x/Sv3iBUz/7AfjZDxy859xtXGgmvPjoMYyUVPk+Mv0YraTAmI8wefTjtKMCu/ch9vbOYa0lcdsUndfQXroLPTdHJcDaCi0qXvLSBa5cOo/JNCI5xaMP3MctL3s1Zec2hNJU8Sr3Ptjk1MKnWF0tZrl42/vzlI0mpRU+HBecl8oWKB0xydewNiUvHJd3X8jy6TspJhMeXN/BxCdIy30+c69moWtJOYGSkrPHr9Cf7xI32ihpvKK6czgK+iuWS9f3mOwNaKxdp4wN80cNSUsjtaAsKi5dm0OeeCkveFOE2XiIleVdpBAMixbl0ZegVa0A7RDW4nYfpJE/iBIVEomWkmZcUFUFuVUkkWAySFnodEnihLVuxzuF4xwVRURJjJBQTAuWWjFRWB+F8yDFD1b4GcJ6UGGtDGy7QQgd3qc9U+0cTkgfSraGKFIBBHnwY41jb3eI0g0qDA9e3qXd1UweGWGt48QtCwgrEFnG6ZUE1+rR7Xbpdnt8KfOYnheAZ2lpCaXU49iczc3Nx7E+tf3Nv/k3+d7v/d7Z38PhkBMnTjzpd9yc6uQnilte4rPf+1YKNSUrIF6IsBpc5AGBjRRWC4yWOCVxkcJqMBqIYozWoduAw0jn34MCZbDS4iQ+dCE1Tjqs9DFaq/3W7YTBCE8tlrkHD1E7QmAxwuCE9ABAKQiwQoaFwPeVUWAN0gmKqiAW/sGTTiKowGlM5LAaiBOc9GDGBaAghJiFr6BC2jp85V8SpUGVFlECRYEsHVQOWQpkAapwiKpClY4oM6jMoLIKNa2QmWcqRFYiCw9QPMNl/DUYEMYiK4csDaoyyApkaQN7YfzvlYFpgRYCVdrAwlmEdbOfYvZa+GmcP7bx7NOzYbbZ9KAjSXBJjI0TXCPBxjEuiSmlo6TEJgrbjLHNmCqKKZot1NwasjfPuDDsj4ecuO0FuEhDHGO1xumI3GaMRo8iVAWJxmkFkcZGCqIYGkfpL98Kzm9C165cI8tTTOWoyopTZ854HSohQiq5C3OqDgc630MMcNYw2buIpgIkWIt0gJA4WVKWFWtri8RJhESQZpCbOTrtFUzlyKqC7tw8Ap+7gfCVW0JUnD5zlkarSZ6vIKTAFAXDnR2sBZxg89p15peWabRfwN72HJF7lNte0GB3b8Tm9S2sNfTmOqysLqPjZXqLL0Apzca16yysrdLpzVNV1ucrYZBS45xlvLePqSzNhpekGO0PWF49wnhvn+HeCITAujELyyeRoqIsUo7NnyWJIybZAtnwPEsLknvueRGf+OR5Og3JydOniJpnafXmGI72GQ7HXLx0lU6nw5Gjx3x4uLQsdBZI0wmxjrC5YW/nGslgj5U7Ck693CKUpixzpAQd+VwOhwVhwGnkfZt03/EzRDsjP9k+/TAA1771nVz5wR9h8b/8KmrjOqbTIT96gsHXfh1Iwe63vYudb34nc7/6Sxz7J99P7zOfAqCYm+eBH/inzC0u+o23SjHrv0Fb7eCoUGi6jRznJBpL7D6LC/lIzfQ3KR79GOX8a4h7p3HVEIFDiJwjxxJGw/Mc64145NIyw2vH6J+4BQHoKKF55h7OX5ijs/co2XQbpRR7gx6Ld/h1zDqDcClCVJTFCIRiZG/l/HpFVvaZskx+bZ2qrIh7dzN34iStkxmDR+Yx1Yhy4SzZZIfhZI9+d0ycGISVWGHBeXZMNyp0Y4dKxyycHpLlklarzeJKghWWvb0+evX1qKXjJEqws/5p7HyKkTGT3h1ESRfPtjh2L18gdiP0xu9QKej0e2jpqIBRJmi1m0RFSZxbVhbnkEs1de7dNnBkRcH+OCW3sNyJfC6ckDhbApV35rxLiXAACusEe4OUPMuQSjE/3ySJNGDBWs9OO8144lXEhXXouKLTThBKUhQF+6OMRFkmxYgqBisMu4OKZkNTZI7h1pi1rqLd8gU+5Sz98ADsBM79C7yS3mzPC8ATxzEvf/nLee9738vb3/722evvfe97+YZv+IYn/EySJE+7Z0wdT93fH4QETUujkaDn5onXc1wMrqspc4VVEZXWFEsN8vmYvKVx2iIr4TdiWyJKEEYi0xIqA86gUSBAOuHZizonw/oNXBUWXbqQT2OQhUFZB8YirM8X8YBAgvUhCmFBVQZVgsgdylQoYxGlQ5YlwoWNijqsEHolIZDWb/xY50NyzrMssnSorPShlNwDFFlYZGEQhfG/Vx6IPN/MSokLuQ3COUwUUSUxzb3BU3525+veTLq8RKU1stXgyOoSJtaMo4hBo0M2t4RaWoZOB9Nq4WQI9yFCtZQLuUQWU0zYv/YpEl2G8JkHGDaAD1MKsipGSRiOOjRuu4tWu++bD4qSbLTPZO8B4l7PR5bAL2xCoIRnxIrxNYrOKkmzh5CK3vwCfeomhtBsNZHCe3ke6BQ4J5CyjsU7X71R5EyHW7hygJMerNqQo+RzkSJabV++W1nIyi4yXqGtIsrSIKUJycvS5x85v1zXzODW9U3anRZR0mQyHlOkOTK8V+Abnm5c3WRhqc/qkRMMRz2G+5eZ6+0w3+8jhMA4iZOL9BfPEkcxm1c3QAi217eJYw+yrJPgKqx1VEWFC0nbngoUZFPHcG/ocz9CztV0mjKPY375LGVpyLOU3Wt7LK4sES2+kOngMpLr3HX3Wa6v75OWa2xf2WHj6i7TtODosWO+sa6rwFSk05Qzp86CKZlcPM8kT3Gmolfl9F+YcvKlpU80piKJI5yw4BRhZwNAnd+i+46fRu+MGd9+B3vf/A6iD/0O6ctfxeB7/gpz//3XcOMN5M5F4oe2sdHrmPu993Pir/x5RJ5y/S99D/vf9b/z8Nu/CUZDkkuXyM/dRjXaZzGdEtucbP29tLjXAxcrEMLhnETWbIKwIZVNo6ShqbYoh79CvpMghUXGAuEkWsF0nFPuPMJqd4vBBetBlRlT7D9E79hrad16N9sbq1zbPI/JC7rLy/QWF4jEAUssnINyhFKaeO0Mg8E88dIc8XjAYPMa6AZza8eQwpEkCe2TtyKloN1pM91vsnHtKJ3WQ4AiyyytpsMiKPKS8RT0kUsszEdEiWMwsOhEg3AMhk2ujF+FPHoOpzVmusuZNcvVq/v0j99KPHcC6wQGAaYk292gUd2HElAVll6/RaQdprI46yinGfNJQqcV4/P0Cv8Tn1fonKMZKZpzHbzHaQCf31OH2kH6sLwIfLsTXNvY4frmgFgnTCcpW1sJx4/16XZaSCmwFkbjKc5ktJMYIXxF5fbWFKE0CEtDCwZ5ju5GNLXk3Lk1wFJkBXaaMd+MQtJ9SHEIicrWGNLpxK8HQtJut78gVVtPZs+bKq26LP1f/at/xWtf+1r+zb/5N7znPe/hs5/9LKdOnXrKz3+uLG/nHOPRgO2dXSaTFCEEvV4XZQ1Hbzn9xbqk5505KXFag9Ih0TawqXU2r3UIE3JK6kqY+Q7rb305O9dHtBfbJL0moSQAlGfQbBRhFYjKIcsqhEscTismp1Zw7SZOK/aHOVlRstBv07t83Sdta42TgvzYPJNb1hBlybH//CGaFzdJtoc017d54LUv4yX/+bcedz323GnsV70W9eM/jzCWyStfTOPSVdTGNtntZ4gvrSPTDPPmezDf/3/MvEKHYDct2NFtRLePihOcBWcrjDNI3QgbqQe9O1vbzC3MU+YTinRENrkOxR5RHFHmJUr6clpUCCJaqExd6QNGzNPorFHkE6rpLtJNSBIZEt4D91d7WgKE9CG9Si2xcOQOzwhah4riEG8MYZHwmSIfsX/9QUw5Jm4uoeIW6fg6wpYoUXkQFRKnhZQzb3SSCvKiQRwVFIUjLzpo2UDHGiVVqN7wzKUHOiGfSvgFvhbrk1LOxlbIOmmcUDDl2UBjDHEz5sjJo5jKMhzsUVWFz8GKErq9Llpprly4RKQl1oSRsYD0ToFSEhkAqLUVCOnPSzikkCjpy+nrULqxDmNBRwIpNHmaEkWasizpzPXpLfQZ7W9Q5RfBpqxfz5gWPc7dfhftVsLm5evEcWArrGGht8xcs8P6pz+BTXeIT01odCytecv8EZDCj5EQAoQKzxaAwSFRH7lK57t/iXhzn/EdL+Tif/lvmIUFrID4yiXOfO2baVy4+JTP8fBFt3Hlh99N/srXI4UgPv8w5/c3WDpzG9XgwzTNR1Ciwm/Eys8fQg6Jq3AiJL7OUg7sDNSHm+av2YEVgo9+aJ0X3r3K5lZOLm9jda1DL3qEib6b7rGvQugGVZ6DAx0nM0bb5CPc5X9HrPeZcJb2qXcEUUcPhvP9R0k3fofOLW9Dxi2mV9+PBbonvtLPIePZ7O2HP8XJzvvZHh1lmK9ybvWjdNoZW7sTCuvodmKiwKQ9+uiYldUWVigubr6GcvUl6GYbU+V0dj7ManPA7u6ETc6xePsrEEnDX7EpaG9/gMV4l/HEEsVQjXMSFaEEKCloJU2SyIWQe82suwNoIDwrI5zPwbEmAzRFWdBs6AA2AadwosJZr3+0uzdgb5CxP81oxwknjvRJYkWaVT7XUgmasUI4w36Wk1tHS0X0mg2kkpRFwU6ekvQaaBnAlINilBKbgk4jQmAQUuBchJCC/eoWlk+9hv3BkL2dHaIgYXD27K1Bi+eZAZ4/UlVaAO94xzvY2dnhH/yDf8C1a9e46667+PVf//WnBXaejnW6fZqtDsbasI5KqvEYpxTCmMe9v1peRRiDHI/86lsWnxdm9UU3PiSGVrjIh8aI5cG/REBDQgNEIiGSiAiySlCiMIC10O+IWUK0M+ByByMDEwPjEjk1iGmJnBaI6vHX9LTOVyrs3DzV8irVqdNM3/jVjL7irehP/B6t//zTdD/+MZLd/ac8jtWK9be/jof/168nP7mGNY796wOcdTRdxSv++k/Q2BvTnmZEwwl6NHnC/BcbR4xvP8nk5CrNF92CaSdU57d44T/9+ce9t+x3MK0GjWvbN71+xgrc8gKu24FTx+DUUdyp49jTJ+HO26ne9TYYF6h+l/uvXOfqtQ2a7SYbu2NefXSB1VtOHnhZwF5m2On6stvhaEir2WZ3d4etzR3GwxFHjh5l+cga2xubZEXGxvom8wt9El0RRyWT4R5Xr+7QbkqOH5tDKc3u7ggpYGWthxLeQxbOd4wWZkCxv4+SAl2nC1i/BfmSbxBCBSbTJ/8iwBW7FNmE6WiTcrJJd+lWGu15JvtbxEmTpN2nKKbsX7+XSHgQVeaXsWVESzmIlD+WJSSIyxCucOQlVNUSrZbXL4kSSRvPIlbOS+/XG31wX1HC52bZsFFKGXt+UoCzDl+GK3xoqzoAJCoRWOtL2q88colWu8HcyhKRinyFWlkwHk4Y7g9pNhs4Z4liNcN0HmxJlDpI8oWGT38IG7VUPlTnPVe/6fi87FAB5SDWHsQ1W76Mem9zh4XVNcajJtlki2Mn+/QXlsinUwbb+3Tn5qhJJCpLv91l88F7cekuy6+YsnLa66LkRUk29RtNux0BBulCJRICZxzxj36Q3o+8H2Es01vPceEnf4qj3/XtJOcf4Npf/zsc/ZEfoXHhIuV8i/SOVYojfWxTs/Arn0EPM0YvO87otWdY/be/R+9TD3LnW97CxlvfyPCrvpaTP/SDzJ1Y4aEf/f/Q7lxASuvz5lyo5AkhG+HykEkX8vwQOCcCsK38+0LWrsODZIXkRS9dYetaypG1Blcv3cvgiqZ/uk/HfJrxuqZ57CvJsh2qfIzQTaKki9Yx5XiDJhOcc6hqC1OMmWx+AjN+AISkIfboRBnp9sfBORrlR8hMkzx9Gfn+ecrxQ8ydfjuN+aNcuP4akrlV5o/NsbG+S5Z/nDS1tOdi0ILSWnY3xly+OGX1SJcLl89hVl6AihKq6ZRkfB8rDc8AtntzbH72GtHiNr0jx0FYxP5DLCZjJuMKHSXofMqR+T5C1mF1r8ztnA24JYyTq0Ig6ECjzLmKwajg8uUNLJJpWvHql51CCOudDSHBacCQZQVz3TaVrFg8vUJVwWSaI6qIXrcJSIRwpHnGoCyIeoq2klSVYDNN0bnDaGjOtUF4gU9TQTkc0Y8cSTOkgwiBswK5vk3y7l8n/nt/j16/R7vbpdfr+esRoHUt7fDFsecNw/OHtWeuwwNpOsW+9CU4KTDdHlW3h+31sd157MIirreA7fVxCyvEG9f8op1myNEAORwgx0PkeIQaDhCTEXIc/k3GyMn4866c+UKZTRLswjKmP4fr9THdPrbXx8wvUi2tYBdXqBYWMY0ENxkjBnuI4R5ysIsc7CB3t2g8cp72+Quoorjp2NnaPNNb1sjW5slW++Sri+Src+RrcxTL8+TLPUwjQlSO/sfPk1zYpLGxR/vKDq0LGyz8wWef8LFwrQY0GhBryArE/uOr71yzgVtZxMVx0KcwNK5tIIoyHKOJ/Y634VbmGS8t077jDKLXIaiSQUh/PlBLrEXN/M/9NOfhK5vMdxos9fqUpmQ4TWk1myRRxMN7KY/sDnEObrn9NpqtJmmakTQaSAFaR0gpKKuKOI4BR5lNGe1vMB1u+E1CSZpqRKQkICmN5eGHN1ld7dLpxuAkWopZjs3MmxYuVF6EujPBwYIZgIVw3uN2DnLmENWARFsqFMbGaDKcUMjmClU2IpYpCP85O6vckLMqIFdXIM5K9mGaz9HunvKvI2Zeqy+7tgjlczw8+AraNy4shaGiD+mBhLGeYbG2Cky5T4pWUnn1AWfCJuGPYfwujLWV185xDidCWwdXFz8I6nS0WvpABuZLSB8lstaBlH686jGWPvHTmgB0JH7jt+YgFBciOw7nvedmg6TR8OXcgzFFkaOVnIGpKjesza8wur5OeukR5u4ecuQOgZAV6+sjrl7OSZKIuXnNqWMx9sPXodVCvngVcf9VWn/tvbQ+cQmAzbd9E9t/4S9x5s+9k8b6zTmP5VKbB//dn6Y6uoANAEQOMxpX9pieW4FIEW2MOfqj72P+N+67MVLG/qklHv13fwrX8xU5dcGCFT5ZVgrJaHtC3IqImgov8uCvr2ZdZr/X/zML1wqK3IeQrNOsX045fbZDo+koTINC3kZsHkTIHOcUWAUuRsmSOC4BS2UEA/FSWuYBYj0JzJMADMZEQIlUYK1kVK7SUp4BLhe/jah3inQyJWm3ERL2LzxEY/DLLK+NiRPt8YMVXL68wGBvj878Ee69uEj36CmU0mRbl7jrRMpCv0FRVmw37yZTi5TDfRZuOYvL9lkafYCEgspaZF6w0m2jgj6VcCLcD+WZEhGAIsavQ87eUJzjk+tH0zE7O1NsAERnTiwhhQoMT2DPq4rRYETqCkRHI6Wfv9b6OWdSS1soKqCMLUnLg2mcAOlZG1+xFfm5IAxlVmAnBfPNGCXAUfoHFkn0qx+m9/3/CTnJmPyZb6L1kz/vr+lxC/kNeT3hXJ+qkuuPnPDgH9aeKqQFvsSxdvCEEOTZhGZ37hklthZzPcqFBcrFJcrFZczSKmZxBTc3j+vN47pz2PkFXKeP0xEqTRGTIXIwRI0GqOE+qgZLwwFqsIcc7CMH+6jBLnI4QGQp8jGsk4tibK+HbXexrTa22cJ2upjFZcziMtXcEm5lFbO4RLWwgGt1cEWJ2N1Abm8gdrZQuxuI3W3EcA812EMP9okGQxpbO7PS1Sezstti4+tezfrb38DwBcewnWZIevYLvwjgwWE825BlHP/Z/8Et//a/0ryy+YTHrN75NqrXvIxJIyFtxoiFOeb6XU8BK+VprAtXEOcvIR69gvjk/Yi9fdxdt2O+5zuh3UAIjbGOBx5+lOOTEb3L1+Gu23FnTngqPiw4tTiWPYjkULPw/j1VoIwDHW8tg2lBXpZsD0ecv7KBQPLic6d46PoOi3NzJMdOsbk/JC8KhBQUeYbWmiwr6HRaZHmBcCWRrCjG6zRbgum4QGtHu9P0aq74WHzAA2xuTel1E1SkUHVZvNBhHtuQtOjHW+DZi7zU3uPVeSBTalrBhxXqBVUpfaBYK8NxZrEjN9vMhRBBgNA/F1JIf0wpsMaSFU2EOuY1ZCwhT8ADJRVpamFD/1k/L4y1B/pH4TtmPq0XOgry9CBlYKusOwBc4uZmlEJIbFUAAhEpL4wY/GZnLbJuaOnC8cNnPEJ0M5ap3rSZbeA+d6QeixoVKDygswASpPNSCw6HMyLkclvPzolaHsHhrGFtYRVZVmx+5mN0z4459dISIf21Frkjyy1aaxr3bTL/F3+RZH3PrzXzPaL9EcI5qnabqz/4T8hPneLMt38zejwlP9bHxprmhR2sljzyL76V8atPAgYbrqcWhjtIKPWoM3lwk5Wf+xit+ze5uDrHxf/lTazevohzFTKAy/rKnbPYsiIalIAiE6B6GhXV4TcREm89A+icC8xQPQ/BOcmFh/fZ2c5YPdqj348AS7ujESpGiMp/Xiis9c6VEhJR5wsRwp7OBpBfX0/twNSaW36uyPrZkHfSOPk2jAhzRGpMlrH30G9zZu0jqMiD9J3dZS5cPUmiL2J6b8C25lCNFkw3WMo/Sa8dobVmh+OIIy/HOcf2/fcyd/Ik7ex+1vQ6o1FBJGCl1SZSYW6JOgjucGiv1QYYZ/BabCEvRvjZW4+6xSCJwvUZBNENrJrF2IrBMKUoM6q2OKi6EhyMFxZT+TVDqYDyjcUYz2hKJQKT6fNG88mUuChpNyRS1u02BAzHtP/Bf6D1Xz/u94IXnWbwz76Pxa/8Fg5CmDcDmjqP5xDwfJHsyQbMt5Ao2N3dYzqdeIodL6OvFVz5rz+Bmuyj90fowZhoMPH/9sdEgyl6f0K8MyDeGviKoWdoVatJ2W1TdbuBRfI/bW8O1+5iO31cr49t97GdHqbdIVUaqzRaJ+h2i6jdxUQamaXIdILc3UZurKM215Fb11Cb11Fb14m3t4gGQ6LR+CkBzGPNakV6dJH06CLFUp9ioUM53yY9fZTRi04zPbmCEQIdFkCd5jTvv0Tn3sv07r9M5+F1okmO6TSJ9oa0Hzooi3WdNu7cLbjFedzyIpw6jjuxhrvtDK7bBbzq6KMbe3z4Uw/y5lfcyepib8Y0HCxnQGAyamrYu9qGjcGEP/j0ef7EPS8JujkEhgJwhspAXlkyA5kT5EJhBXjS3dK2Bb1Y0tLqgIbAL5qjScb1vRFSCI4vzyOkIDWWjfYqw/EYa0HpiCzLiRNFnpfYYkyVblNl+97zogKhGAzGWOe8IF0U0+tHNBoxkdaBelCMx1OMFXQ7MUrUzIrCUXnwIUXQIZJMJw2sXcRhaCQbNGIbYvA2hGwCOyMleVZijWU0yegv9Egi6VkQ6cJWVV+1mDkJ9UgYB0WpSSctlO6jtI/Te0bIhQTog03PMzNBIG+GqbxSM0IipfZJw/W9DMySg5DTwyzUFdxP6g10Ok3JspR0OqU/36fV7szmxwFQETMghhM3tQTwuUMBVPsMUKx14e8QdgigSIYNXSmf0yPCOXiwCELJ2aZOra8TgJszhl5nnrlmmysf/wOi7hZn31ihE0VdaePvokPev8Xc1/8UKi2oej1f/Tj1zV13vu7r2fz+f0zrg7/N8b/8Pai8YPTS41z44W/EdmK6v3uB9NQCxYn5MIK1ZpT1TEjNXoX5DNaLnAbAdvHChNW1No0GIIwHGmG8q0JQbI1IlKLb0H5+OMG0sKRaEvd9+bYpTWjsCjVHKEQAQDicBeMU5x/a45YzXa5dzYhjydx8RKOhAjAId8hVCFTQBfX3x4VSa2sdw72UKFKMRiVz8zGNZi0aW593XdUKRRUh174NhGK0/tt0T/wxdHOB/fV1osl7WV1aZ3fYY3t8D1fXN+ktrxAfvRWpNBRDlsYfoZvkCCkYVX2Ko29ERk2cq7Bpyub9H+dFJ3ax+QSHZiHStBrxTTDAuRKEDtNYBFBofGS68nMtijSzajwnfI6kYAZwRAA+1pZM04J0muNcRR5LkrYfl3wwxZYZqtslakR+LMIaKYSmyjPK8RTtjJesbCZELZ9/WAyn9JSjGclZ2FIIgfrwg/T/9s+gNwc4JZn8+a9h8me+irL3EpZOv4YszRkNRxjjnao4iVlbO/KME5f/yOXwfCHtsRgwiiIWFueJIkVVVSAESRKBcAxeezdOF36izbZWGyqgfLKgxXufyd6EeHOXZHNAsrk/+xdvDdH7Y6LBiGgwDTkpKeDFvvQ0hY3tx53nF9uskhSLPfLFHsVyn3yxT77QoVjoUsx3KOY7lHMdH5ZaW8GpkJgqQr6KAC38IiedpfvpR1n+zY+z+r5P0H7g4tNixsrv/Z+xf/LN0Gr66W+9R2Vn8Q3v2UQSzh5ZZnW+z8XrW8RJxHy7rlbw24J/Dv1nxQ0et5SSpbked5w+RuUcWvgwh7GOYeEYuIhMa2g1kXHiQxthMQl+MGPr2E9T9HRM1+X0IkmivcfZ7TTptkNDSQeF9ceUccT84kIIh0APRz4dYCYbOLtLsyVQ9eekxFpBp9fFGkee5UwmGWnm2A1VYo1GD0fOymKHy+t77G5X3HJqFSXrDUThnMSVlrwQTNKYVns15KsIptMeSg3wmM3H7m8EfoNRijHW90oqDWiJVDfQ5GEjDx/BWkGeG8pCUZYdWr1VevNJyBMyYTPlIByEmAmvCVcLnIUQkHUkukEifSgxtxWVyX0COw5ravFKglK4BOl88nat7xTYocgYLI6k1aLXO+hc7uowlKiv2WEqg5DqgM25gd7z1Ucg6/CTMH7LDPlQ9Y5ljUVIgXLOhylc2NQDEyKRs2udXS+WWCTMt3ts3vcphNzj2CsqVAQElsIr3ErcNKfzF34JlRYM73k9F37sPVwf7CM/8H6m3S69N30lL/gn/ydHfupnANh/41ku/KNvgEaMQDN8/a0BpAXhTK8Tj0AH0Gtnz7NPOK+ZBAFOooSk0dBhPHwrgWLs+125omK+lfiWF5ZQrCBoNxwN6xjtlBQNjRmXRBGIdkTUPNCDgXrPFUhhOH6yRVVaur0Iax1xw7PCOM9ggD8HhMC6CukUtg5ROoO1jp3dCiF89V93TmBRoUqRwPKUIRQp0apgtP4+pJjSUwOmW39A+9ibaS0ssrd7G9HOmK3py5k05nFyRGP1NEIqbD6hO/wEnWaJc4KsSMgXX4JSSVB5d+g4orUwxyc//AHO3X6KfuJoRpEPYTnjQbir9ftrHXavjl2WhtFwgilLhIAo0nS6LXTdyNSJwOiAF1D1LUnGo5SyzCmdQ7QgbkhMZSmGY3qRQiURaZ4ynWYkvS7Sx6XIJkOiIme+oZHCCxhmecFwNEUJQb8ZE0cxxlUIEUFe0vznv0zn597vGcYTSwz+z3dRvugWwOfW+aKJuijB+rxC55k7V4siBrsRAN24bTwF8fM4OwQ8j7EnIryEEMRRxMLCPE4YH5jGkmYp7OVUIvMpHQnIKAoVL2aWsKeE98hqoDB9ATihQqjEe3RCBEE8fAxbmBI9TNH7E6LhhGh/gh6E3wNzpEdT/2/of0bDCXo4RaU5Mi+fMInXSUEx3yVbWyBbmyNfXSBdnWe62qNcW6RcnKfsNij7XapWFBaBg8nnqV7j6f26zDGENqKdMc2rOzQ3BjSubZOsb9PaGNDaGtC6cI14a+/mc5nv486ewt56Cs6cxM31EeMp4tErMBxhvuvbYGVphvMFxrMPNTMDIGQAMH6sW42Y40dW2C4F+5mgZQsWmsr323HMut0LBPuZYU82WBUFnVhx+vjabJPKKst126Cam0dqSTwjlv0oCCdASLxyrcUJhWp1oN1mYAx7aY7OJyhT+kM6gRWCSmpM0kS0m6ENgj+OwFLmGePtB0h0BZHXx/CpMH5jkc7VJA6xSuh2YpwQFEWHwcBh3RJ5PiHLM1ZXFrjw6AZlaVGNmDx3TCYKFbVpNLqouMFCO2EWfHDQiVfJU4NsTPBnZKhFGHGwvDQXGBVfEUQt0OjqknnhN3QERWGp3DKqMUfc0QGE1LR75Kuc8KBhFs4U+FYfQoQkZEdVWjCgygK7eZXJZIwTgmh+ns7iEmlpMdqiY4U1oK1grtnBlBWjIsM6g44UOgAYIQTduT7dOlRi3cH36cDw4HwJfO5oR62QS+Gn2zTPMdpv+aKS9FttdidDosQzVmXpkBhUomY5XT7i4K+/ripTot73aoTn54FnhSQ2M8wvdNm+8BBVtsvay0sanaAU7gQYaPzjDyA+cp1oPCI5v02xssrwFa/kRS++kzvbDc7/b9/D+EUv4fZv+ZN0H/BaO+vf/Tquf/cbfDmxMziq8PQEZsMJTGUo9jNkIkl6DX+fCc5MADw1eK8qQxzFft2ygioDNamYUwIqEDJC18MnohlQBIuUjn4iKYzARAmNWFLljskkgzbErSisiz4nyjpH0tDgLHES2EUXKviEb7dCre6OAHziu3MHeS9SCk6d7kMtxhfCoYiao5ThPnjQjzB0omt+PXcQ5fcxHd5F6doMijZpcQ9Zs8/53/sAt7/+Leg4wRZTuqOPs9AY+95vVjFu3YZMuph8inWCSHttnKV4F9dpURWGdqeNdeagelIATpJnU7LpyN8nB0iFNSWZyUD7HL48TynzkqTdpt1uhDH2c6qylvFoTJHnZFWBbGl0IwZhKAtLNZrSSyRaeLaoqQSxhPH+mFQpMIaeduSl5er2EK38nG13IvL9KWUFc6dirClxQPTwZXp/+6dJHr4GwOQbX8fgL78N0WnM1uwobhAnEXEjotvrUIvA3qj27M1re7mDksOb9xBX/3x6garDkFawmhLb398PlNhBCMT/HgSYYDb4RZoy+cyHUKbAGIulpHQOE6LzFYYKR/s3Psjae36BYqE3Y0zy5R758hzFSo9iZY5ieY5iuU811wWpcKLWYHHBswoLprB+8xM1ne/CGQY1Yec3JINFlAamGZP1XfIKqoamtdIl6bbCpl8/FCF/wOmwDtjZxlZToXpvQLwzItkc0Vjfo7W+RXN9m+a1PRrXd2ls7KKy/LHDepO5RoJ71Yuxb3gV7jUvxy3P+4VQ1oFjWXM3vjfLzLshrK8etBjrKI2lsFA4KJxP3xNSUQmJaXVRQRDOVAaRjpBlgVERLnjYzlpkq+37h00GHDVTGtprVEwqwzWRILrzIKLZ2HrPJHi5gllSpRA+ebBOsKSGRsLhS0AJqRyehfDX4UNGsvZunGO8dxU7eRSE84mvVtRyFVgnfE8d8EJ4BO9GgnWSyhxB6y7GWqoqw5g9FPukkylxHLG5nWCdJk+nnDx9hiROZuXnUopZbo51BcJdJYmD91XfO1wAef5m1CxI/b+mchSmhRYZQggKu4xSXQ+G6qovavB2APL94dws98eFMaqqCpuVtKIYNR5T7O4gGinNFd9iJNsVVNM2jbll9Nw8kzyn3eqg8pzx+mVMUdA+ehzZnWd3tI9KfAjMBVYiJI/N5litQOskVFlBK2oS5RnZ1iamKkIysiTq9ZALyxRlSVKVZDvbNI8cZZClCCFZ6s8jhGRnvI/VB6xSPVwOz1zVJezUkb9Z+MGBsRxfO85k6zrjqxeYv2PM4ukcxwSHT2Kf+9v/jd4vfOzg2RKCK9/3Axz///6tJyx2KPtNLvzdr2X/DWcDe1JvKrVD5u+xrcANMrpK+RBuQxJ14jBmBlcKyv0CIknUVYxHOYKYdldjRgWNCpqRnxe1TpELjKoHJPV6GhhBUQ+A9MxwCNsUlWHiDLIDKonJ97xwqWkLdDM0+hTGP4uOGeNUMzcOgS0NJneIWBA3NTUb7EM0wZEL66t3XATU2lK4cC51eDSosaOZVLcxUS8mi7oeOCrJ7qVHWT17DlNm6O2PsNLYpSxKkmaHXU4iV+9msLlBNhxgKsORs2fR5TYr5pOMBlPGW0NeeOtxtAz974JTkaUlo+EA40KZvvO6RiaCRicKxQcOawxmXKGsJFKe7YniBlmWMh1PqayhVJa47VWYbWnJJxNia2gnPkdnxmzWziSQFdb33lKKwX7KYJwRSR+Cj2LFdFzSaEYsLDSRztL69++n9y9/FVlUmPkO+3/nnWRvejHCGZAOISL/DHbuYuX0y6kLBGYeRb3iz6paH/P6YyykXDEcDpmfnzsMaT1z8+DmplecYzKZMhqNwsLoSBoJzUZCJARNrUBrcN6jCDTI7PNyf4re3ife3n/Kb7daUc73ZuCoLpWuOglVO6FsNzCtJqYdYzotqk6C6zapWjEuaWCTCJdoqljjIo3ptWi2WzSd8TpU1iGGni3SeylqMCYaTogHE5q7Uxq7I5LtIfHuiGR3SLw3ItobPWHp/ROO3nwft7KEW16AlQVYXoCVJVhbwr3wHCRxiM3fUH7qanjpEJiQXxJeC8BimBmGTpOpGKu0P46OkFoFgCBC7F8hQ/6BA4RW0J3DOeOrFKjBYQ02JKLdZ2NkWKsy0tKwk/Sh0wredxW8JYVztYiar1SoH7Z6U2O2eNdgsQ5bAAHA1rueEAIhPYiQwifzFtNNdAA7DhFE5MBZ/6DnVUSed7E2RkhPd4ugaaJUTGEyzwpZiXN9KhHTnRuSpg2W1xaQ0jfaHQ3GyJ5EJ1HoZF5XQfmy6qKYJ9I7vl0E/josDmsgSxXWClodhwpecmUE42mHSM0xKTKkkiiVYGyBVF6Z2NkAaERISLY+98QIFzo710JoFuUU860u5WiLcuMyVWPK/N0Zi6cFcSKB0nvNO/ts3Tti+kiHqDfPdPMa1u4zdzZDNwy79w0R+6usnr2d/fGAIptghPYzT/jQk3AerErpvW6lFUncYnL5Iulgj9aZEe3VCiE05UQzeHCIHY1RkSLNRhBXpJdLlm49RzVNGdz/GYSQLJw7x8ga8nICMsI4i3SOJG7QbLSZTKaU5RSUd17cjN0RHD16ksnWJsML5+meHbF4tgRReqZLCTrf/4EZ2MluvRXbarP37e9k5Z//M4S17L71DiYvO8nRH/nvqKxk74238tHvegNupUt6acTasTZaOzx3ohDCIp2grCxykNORPuFdxwpVWLJphW7H4BTltGBBg7MVo92K8bBgcTWG/ZQ5KWaigYIS4Q66xx84DVAnZeV5SRTpAP7sbG0VKBLlSJAUE8dkmNMQjnYsmKaWzJbE3QY++6v0IRTnVYQBqrGjyjOUkSR4rWfZ8v31BJY636d+Pl0I1flk/RC+c55tDzDQs/EAokK786TuNuLWGk5IJjubdJbXoMqItz7M+OpDXI0UcSJpHjuLXnsJQke0F5ZJevOB2TW08kcxlDRbTegZLl7Z4uyppZDIDaYsmYwGFKok7jV81aUVAXxZwJBPC6qiJG41iPsJZV4yzUrK3SFSjiitxUaGqBeTaEmVZ5hhRSwMC4k4SC52juT999L6id8iffU50u/8akQrppUI6qToubmElY/cR/+Hf5lybZ7xX/tmqjtOAqC29un9nZ+i+eGH/Lx8/Z0M/u53YBbaSGxYBENlXF1gAJjKkqW5/1sKlFJ+PIQJ96ieQ242dWZR5Rq4zqr5ntoOGZ5gNzI83W6d++GfhjzPGezvMxqPSacpWik63TZaSuJLn6UrQ9+nsFF5Zq4W0xKI0Rh39Rpybw+xsw97+4jdfdgdIHb3Ebt7iN0BYjR+Vsfgqcx1WjDf9yXda8uwuhx+LuGOrPi/4xhmoMUDBT9hjd84nQ9/OSF9dVN9bFdDhZC3ESpipmXFpksw3T4yuhGfh3JrhF8DsLgbqPYbfL7wqNQerYDQHsO3Cwjl067CDsfQaHjWJ2wG1J+t5eRDpYcx/p47QEcaiW9cGuqacdYvviKUTotQ2mzDwurqUlLnN4JsvEu6dx8CO9sAhatwFsYTSZa3SZK+b8QHs1yPGxmYurLJOahshdIak5fo0KDPh4zkbAty9TjWZdWADLlNWXqVXn+KdAKkwhjLYNik1VoBJJPxFo3GECEgS3u02gu+OooDEUO/QXi1Y6W1z5Gp74TzeS1O+ERYJX0IqKGbqMmUycVHEWpK71zO8m2GRsiZo07M9G48plJsX4Ld+zTxQsWRFxmabR+iSIeWKx9RFIN5Fs6eo9QxTjhkmmLSlMpabFVgKkOeZ+RZRuQE6XhIv61ZfFHO6jlzwwqryaaWa59SFHuKpbszusua9U9Aut4BZ2jdMsFmmnyrR++Ws1RJQmYLnPM5OUu9OcpsTNxsUxrLYDqhMKUXnBSShU4PplN2HryfaGXIqVcZosgEFtDQ/dcfofeD/x2AwZvfQv+//ZZvSaM0sijITi3w4E/9OVyvgRpMUdsjJifm2dnOQCiUgrl+E6Uc5SBHGJD9yLN9ewVd7ZvhEhKSBZK0tORNhUwkauhoR54l2R+kXNvLuOVoh2ZcMyH+mZJ1ryZHyNvxf1eFnwM6lkymOcNBxdpaJwCR+n3hVos6nMHs3guhSEvLNLa4yoISRL2Gz5R0lmy/JDGSRIDWPsS6Z0r0vApsUMixDHlebnaeoZIRKMsKKa2XKfAUtP+/mql0jt3qDPnC12KtZevRh1g6eoT54l46akielQgpGFdziJNvQiatA+fHeZkD9h5h1d5Lnk2II0XHSqZpyWB/xPGjfWIt2d8dUmDRcxpTWtLJGAHoJEaqBmU6picskRJMc5jgQ5BKRpSlJUszGs2YKI6oiopiPKItHK1GhBR2xnZZY4k/8BkW/96/R00yAIoj8+z/1bdRfcVdSCcQuwM6P/CLtN930DvSScHkG19H+aKT9H7ol1CjFJtEjL73G0i/6TVYGcC882PvqKUZYL88zcrZVzEaTZhOUqbTKTrSdLtdTp0+wcEK8nhW5+bXPRgaDofMzc0fVmk9XbsZ8PQCcjz4f+ccxpgZMhXSYIqC7LMfpeHygw1+ttibmf6If2gPtl4PcsODRmA4hIOinIEhuRtA0WgCaYpIc/9zmkKaIaYpIs1gmiFS/4+yhKJ8WsnATmtct+3jx40Gqt9BLC14QLMwh5vrw3wfluZx8z3kQt/3YxLOK+3O5mGoNoEgVx7Ai7NYG5qKzhB6ADrWUhjLtLLkVlAKRan0rL9OXJXEGAqpyZpdVDOh1ufwgPKgYgZqlF8vmDVdFMIj1IG7Gxe7Oom1Zknq63GBSq2BQw0CHEU+IR/vkecDbDVF2JAgCQjVIm4v0+wsoKI4MDSKutpDChs2gppGZ3Z8aw1VPmG88xCacXi/DqXuHuzErVvQKvL5NDaU2YaQpLUcbMi1R2otJlQTaqlvULOuPdowuYPezU219njAUlYFRX6BZsOH26bThFbnFhC1bg2YKvN6NzrxCsd1CXMdvkPMQJ1zLoQTQ5iszp2pyTEpMEVFx0qGD32G1vEpq3dBs+sAE1g7EPddR/7eOu7OZcyrTyCExgmHKSVSOURYyH0idE5VCTbutwwe6qCiDiAhm0AjReoaeMO0SNGRJEkUqUs5eUdCf9VXp1DngASf31qHqUBFElyFs4qdS15krbcsMM6x9TAMHmzRPnKG9tIqxloUlr0L5ynHQ5yOaM7N01xYpNntUxqHkgJTpOzcfy/x0pCjL6vQsfGsoi1p/PynWPxbvwHA1tu+keVf+sWbnmnTiLjvp7+L4pZl3KzTdq1oHHKKHDhjMcOMpvFzMLcgIkFPK6S0VAUUY0vSkejYV04VlaGyjoaOZs/HxfUJzThiZSmenYMQB0tDmVuE9ArV073KSxnkAm3BNSDuacaTivse2uWldy2GaivPzpZFRRzf4N0LZkyDc1BaP08r58gaEt3QFKOUnk1Qwgsf1vN+ZBxyPsbnIvnj16xTzWH6PDZ/8hvXJiwsNYiiur2LvCFc7ed2YTQb5SvJ9gegGhxfmNJpGD/uVjCt2qSLr0E2+77li/B1kgiHGV2jM/goJhsSJxqVFyy220gF+4OMj3/iEV569wmMKVDzCmdAphPakQ+pl5XFWEkjkWhpIYQkrXVMC0uJRHbaKCUxVYmZTEmEpJOoEALzbJrLS5Jf+QM6P/s/SC5tHcyjpR5q2+uXTd/wQsrX30nn3b+GGkxxSjJ611eg1/dmZea1FXccZ/8f/mmqW1aoJTCQPrfLh819pamUCtu6i+Uzr8A5KPKCsvDK3FIrOu3WQThr1uS0dmTrvcQ7r/VaMxqNmJ8/BDxP2x6fw/MEVu+lzoGwFNmU7NMfpklOvaHXN0GEDrT+BoXS6DpR0tXaEIQ8Cjejc+sb68Ws7GxzCe+ecXoihB9mx5mhXoerKkRZQVVCWflJh0QohZASIsXWZMr23pg0y8gqw12njzLf7/gVq2YBhJgxGzMEGDQ56pPyiyk35Cf4Bcn/DOfjHKVxTErL1ElSHWGTFiLSB+fkRw4hLNaFXBnnwv95z88F7372LMwYGHcDzjEeSFQl1hikUkilg0cXGLh68/Q7b7gHNoAfr2zjRJ1kahnvrlOML6NlNWtd4K/9gKEyFiorkKqF0A2E8AusEMqv4UIgBRhrcFUFzlcZCVsiKdEqlFYLFcCjpCrBiVOoqDlLrPUaNdb3bAr5P1IqrLHhvvhztmHsRB1ao4Znswu/mR8OJsPGYh2UxRAlr2CtAnGSKG7476+8WvIBR+TnhJyNTa13UpedixvynTwzZ4OuzmxaG0tDaMz6ZXRrk5P3FGhtPeDAov7rw7T+5e/T/tSjs3MdftXdpD/0NbjlHgLj5+okR//4x7H9NtW3nkU0WlhbMt527F9R2EoQdx3Lt4JUwfsUFqiQLgZRtz5wUBhaP/RB2v/hE5TL80z+zMup3nk3RKEB4wzY2ZBz58CpEPZ07F6G7U92kfEicb9Hen2DqDNm7raSsjCMLmuqYQKiSaM/h9CabHuTZGHEsVc6dFIG5sOiPnSBpT/1HxGVZftbv435X/nPqCxn48/eQ7ncpfPxi+x8w8sYvu6cP3/nn6U6NwrnZQmssdi9ip52bGzmTCeWRiI4dqyHTxIvmW4aIqOwkaWxFKPjA60awr20Fq5vTlhZbKAjRf1kgcCUFem+ReWe0qikILG+TNyzgJ5RLEyJa1q2xxW6dCwda9BoxDhhuLaRMt+LaST181PPV/98IkPujrOkFaTC0nEQaT8fPUD1BQVpJah6sQ9/45+PYmoQWhAlMjgefh1YvzRlOik4+4K5G9aZG0GSw6HIUkNVzfPQfbvc/dIztJserDkhmBYR4/6rUJ1l/wyImrwqYf8888VDmCKl3WphioK+hEas/XUJQZZbzj98lfZyTKurkJMpnYYHa17WwIan2flk+DTHteLZHmCtJassxki0xI+hMAc5SbsDGj//QTr/6XfRez6qYNsNpt/0Gibf+WaclnTe81u0f/Z/IMxBekd521H2/u47qM4dAyWIP/Ig/R/8ZfTFDcbf+RbG3/3HkbWeT1jDQGBNhVR1q5gQIO++hKVbXjEDNrNw/2xJqNfpWiLhZqfu5t8Fw+HgkOF5Jva5dHjAN0szJmjTOF+Kak3J+Y9+iNhkKOerMzSgsSRKo4RBSb/ZSlEHXCS1oN2Bqw/1A1V7kyJsXL5qwFcBQa2f4icNiCBdj/8syr9eT+xA8/reKje4XkhKYyirCpyjqkrasUInSdjsg6dWJ44J8EmCB2E6v5kdMFjGWSpjMM5RGkHhLIWVlEhypbBRE5EkyEgzqwoRN07cegxqMFKXZs5Wu/qGzK7X40SDqTKqqqDKc8p8jClHUE2pk7hRiWcm0F7sLiQoduaP0urOhzF2/vvD+Pp4c8V49xrV+BJKGn976rCRFL5ZaxggMUsgv6Gay7kbjl0nSt6Y/BveI4OAV5hvHmsJxpMmUq3N8oSM8VVTPizoxy/suYFZMbNj+CHzG1VdLeTlAg5Kn2djKer9xIN2j21FmBs7OBeh4/5NpyzCPBKhz5SvqjoAVXX6uRTy4HXnE3Znom8yLIZCopB0LUyvPsSJr5jQWfKhlei/P0jjn36Q1mcu+e/WmskrX0Xrox9BFgVVt83wz96D+fpb0Q9v0f7+9xFf9hIO6W3HGL7767Dnlv0mSBWYNxN8RHkwFwMbAr40Wz64Rfd7fpXGvVe50SavuJX0H34N6v0P0nnP7zN9xWmyf/QW3IJ/dg4k//03jLYNG59IqCYRnRMT1l7o22jMehlNHKMNxegqlKOI5nLBsZcIVHzAyMn1fRa+9ifRuxOGf/yP0/iDDxNv7zC45ywXfuSbQHnWxVqfWFwzi0Lc4JjgE1XdfkVXSySWsvKbo1YSrRWmsqSbBaOdkmlesjTXQnc07WWNlAbrQh6bNFgrWL8+5dixTrhu/yxOhwaGlkREQbvogBmZiQyG+LUTYIwlMyW7o5yFbgxtR2uhQWUtH/rwdV7x4hXanTioW9sDpkr4/mTeefQMYpp60cMokgctCgSUlWESC6J2ghOObC+jWToKAXKxgZkaqnFBtBQz3PesVH++Dh3X8z3MD+EJ0em4Sbu9xNbmiCPH5oGIQd4i0Tnj3kvRvRMgxIxnE1VKtPcJ2sWjCOflIVRV0ooE851myC+snWaoKscjVzYp011OH+0Sf/RhWv/y10juu0K1Osf0W+6huvsE/b/9c0Tru2S3HWXyZ7+C6qtfEiq3PDvl6nXWCeTFLZKfeh/dX/soMveq8mZtnuk730j6tlfium0P2qoChEI/fI3eD/0i0acvMv7OtzD5zq/yDM+o9PuZgHRaUO6NWL39uG8wHQBtXfjinffGjFV3zmDHE9zKq1k7++qwbh2Aab9O3sjg++foZuHBmjg4eGU0GtLvP3XS8iHgCfa5AM/+7i6jyYTxeDzbd7u9DkkcsbFxhSiUolvrBfBclSOdxRoT+lYZXFWiqoLIVsRYNBAJ3xROSVDCoYTXn/Betg2TpU60DTkdwnsYM13X8KAcbLM13ccNfgnUibp+0vmFR/gLBCy2qrySLsJX/mCxxnrmAkdlBZUxlE5SSUmO1/x0UiO0xkoFKvyTsVeTDU0tXa0z4vy5h+k6Y4U8AxCWlBqQuIoby+FrwFAVGdPRHmU2pCwnYDIwBUqBUAIdRPWo2Q7hq5h81VNIVpYChKSooLt8F43O4iz5rR4tZy2DnUvY6RW0tjjjRfAggA97oCHh6ofUWi9Whw0KwioI17kgguav0TM0csZ4hIOGcfDXWhSGabZK3Oj6uy+UBwvmICRXn4uUvkTXOs+yOOcwVUGdT0EAObM1I+BUqW5kZPANSPG5QELIgyqbwBbNVE85+P76XtaqxFKqUA0VPuf8uHoHwQSsfCD+6CehpCMTxg/cR//sLsde4gBD6wffT+/HPgiAbbUYvfFNiM0rJJevML3zhTS2dmnee+/jnmXbbPoNcTrFNBP2//evoPqfXomI67CoRUwzop/+DPKjG4i0RBa+ukcYh5zmNB68gixLqoVF1n/wh5C7uxz5vn+AGg4f933FyWUGv/hO9Ce3kL9xnvI1x7HfcjtIjXCOsgJTGuJGEBZ0NuQ5xVjKsGEbnPWVZPVzAQKxlzP3zp8l/sxV0jvuhCKjef4R0luXeOAnvgPXbfr7h0EEtso5HeZIGdYFhS0Nbs/Qi4KwYyUYbXrJhNaKRkhHer2iaTRpbhnkFb2mohUrssgiYokZe10bOScphaGqLIsLvoKryCvynYq48i1NRJiboYzQCx3PZs4BKPSPnAdp13dTOk2FaghUX7I3ypCporcY0+wphBJMhyWNdoTSdejZf4e1lkceHWCdY34uYmWpGf7P4qxiz1qSxQbFtCRbn9CIFK1OzMCU9KQHuqNYMRwamgri+YQ40Tc4Dp7Fw0rGY4UQPSLdJi8s/YU2+/IEbvHF2DJDd+bBOezuA9BcAQStwcdJyk10HENR0IsSmrH23Wrw1WZCQFmU7O3uIaVCxxFX17cof+NDvOH/+uWbWnk8mRUnlpj82a+k+JMvR0QSpEZ97CKNf/tbtN5/7yzKUL7gGJN3vYnsLS9BRMFZkwF0zXrCBaXqynNySiqMczxyYZfxJKWRaBySJIk4fWoe6QyoBCEUVZl5VkcKhEi84z0c0/hXv0Hjv/wBj/zUj3H8K7+edJqxv79fL0NIoThx8iRa31xPdai0/AW2z8nwONjb2wsiZv71OI7RWnHx0nn0DTodfsIYH3yxIRzlbIhluhkza4ynlwFsWWFN5ROdw2eVNd6jAd+EFDdjiaQD4QyRFOjaQxcC6QRS2ACYmG3QNVKuF3tjxQGQcYLSCcqqxOkYKxVGCIzQCKURUQRSobQPP0nlE2rlLOFYBrLGu/1eZNEL/fnGjwHSOIudLXQhNBVYFeEOZM2pGaoZpRnCLs4wHW4z2nmISFQoFfISrAPn9XmEUCEfxQM2ERgoRwAF+OqIWc8ooLAxzYWztLpL9fqINSWjnUuIYhspqgASDzZ7xMHf8gYgMPNTAgNlA6sxy8esLVxWLds/+5D1YUCpJKORoNG5DaXrpp4hH8bU4+RmQAZqhieo+yIpTe7nRKhME4Fp8aEuMUss9qElyUE7Aw/sfEjVX5ELLNEsZOUcUipMCK3VoVdm5xLATD1WNiSsG7+3WeWQWlDnVEkjcNc2scVFTr85J2lGNH/yQ/T+f7/pn83XvwF98WFal6/d9MwWc112/8TX0z5/gdZnP40TkuEb30QhSsq1o/TvfYDeB3/Hv3dtkekfeyF2rY28tEv7vfcTbQ8evxDcYPtf8WbGL3oR7Q+9j+zYMQbv+E5O/KPvo/3JjzN94d2MXv1a5t77GySXL+G0uqnh7vitLyb70a/D9gR1d3gQqPUh/N5V7HIL9+rjEGkcFbVStBA6AAOJ2BrT+7afJn7gOuX8PPnaGp377qNY6fDAv/0OqiO9ACFM2JR9fyNTWYqdHNGwJL0YU4HbMczFkZ9mxjG6ntEsNU5YpqGisSsalM5yRWkm3RZJVnA6nZJoTWWML1+XgtIYLg4nnLm9A8aR7ldEpSapyy2FIjeWgRPMSUks64cgVGdaz2p6bRtBLQlghebC9RHjdMqdJxdJZUlVQi+KKDDIjsJOfPNYlKJ/JPYgXUgQFWVo26SExJZBE6bhhexGBZQtmFxLefihIa9/+QpRHEKa0uGsYXdSsb2bc/Z4n31tifsRAh3WNosNFX152qbbP8lomJI0Y8ZqDbP2WqRu+vXelsi9e1ky95OZBGFLqHJUpIirnMWW13aqc9xqftEYy87OHqnL/RAVELWhTHOO/IX/i8aJBYrvejP644/QefdvIgdTilefY/w3307y6x+j+fMfRA69YG210id7/R3oB6/S+MyBan3+hjuZ/umvpHz5qbBmSaQLidT12uX8L9YGoczAFNUsXmW9ZIbWCpxGiAopI5yrfOl5nWrghAeJpST+hd+h869/bSaou/NX/xd63//DpGnGzvbuLEQvpODIkSMB8NwITQ4BzxfUnrqX1uMtzzMuXHgQrTyD4XM/fS6IDIluVpTgahaGsE8JcBKHmWmgOOdDRgc31nezkU5gRT3dDkTRcFUIe0kPJKwPX1mLR9r17u3qhDy/JoqalZACIaMQH/eNFyMd+b3Y1RrRDqH0LIRxo1evBAjrsOJGsFcvXmBdRU1FWhtoVT+YB6yADQtdVVKVKQ5B3GwHPOA9QQe4qmQy3CEfnEcrDzrrCq06pDbbMGq9nBuo9JqJQQicMXBD/otAUhmHcRprnPe4hCGJbm7KV7cL8J8TmMpiKodSjijxiZ3GVL5FQgCcLjAlIrBLQvpjemwQPNQ6NwffydjhE73TYolWc22m6mwDw3SgN3IDCAuJwjUTI5DoWBHFcVARPoiBOxeqTwhaN9aQpSnGmnA/8WyWrEMhbnbjD8rsxey7bZ2ELA48dhmuyQMj/2yYsmKu0SbbuIpudymjmEnpS9jnVML4/Kc58roJ88cU6pFNFv/Ye5BFxe7bvpGFkJxbdRO2vv3lTO86wtEf/R80z/vQVb6yQH70CMn6dZLNndnzWcx1GbzlrfTf/zvEmxuPf35PnmLrO7+bYmEBlzQOGErniB+6j5WffA/JxkEyp9WK9b/8V9j83/4ac7/8H0k+/TGmr/0Kbvmrf5lodwcnBKM3fiWd3/0AsizJjy4x+r6vwb31DHK3pPEPf5P2Ddo5Va/N6OvupvpTL8a9aBUhapVZi/6DK3T+0i8Sr+9Rrq6Rr63S+eQnqfoNHnrPO8huPRLmur+nZV4QNzTOCMxOyVwkGRWGshMhRzlzcVBNRjDaLtFj/0w654ijBJxlUMLVdgP6LVToJN/YHXGLSVFOMjEwsYLhzpSBK7ntWIe40sQq3GuhKYxlxzp2Oi1MU6MnGWfSgmYkZ8/q7Keoe66F/BIlsRYeuT7m+FKLVhJxfW+CErDYa2JCWT74tTbTJc4qWkuapB0xy4N0MLieIpyge6TpE+JNRVaUxErx8MUxd5ztUTcCtjjyrOKRSyOOrXXodTTDElhqIBWUuUHHgqpylKUG12N+/ijWWfbNHGbtjSAjhI5xJkfufIJ2fh6BRbkKZAtMSU9L+iHXxrt/aiav55xhZ3fAuKpozEd+HXF+XIrplGQ04vL2hNWlDv2WRjmN3BvilntBnFTBJCX5T79L86ffj9oezeaZixTp172M7E+9ifLsClJEOFt59jXkLjmpEWWF+uADuAfXqe46iXjNrcEx8g6zdRZnHVIG9kXIsGZ6DSWkCOu+b7eDAfU/PkX7h3+V+Ip/VotjS+y886upvuldHH/VV3NjKOtGmyUtP007BDzP0D4/wJNz4ZH7fVSJOnsDv1FiQ7jJb1b1hl/PH+vq8MgNcX/q/lXBUw5JvweCaS4IT4XNhQPvfAYk3AFY8CyPf6QhiFYFQHDQM8gn9pVFwXQ8oTKOfJoxmkxYXFxgeW0FZwOTIGq9gwCmOFCT9UCv7iDuZg0dpTMeFPkzwDmJMRZT5hT5gOngOjYbIIX1nq7sgW7hbIk1BcIarE1pxBIl62LqwIzc0Em7loKvGSJ3gC4PAFu4B36Zu1ErRyCUB55h5Ge5OYHqABzGOMZph9J0EEKFcTcIlxNFU5RK0cozND6EFhqhBjDqagdY+L5XFsAppDBIUXhvUkKWQ54dIUoaYWyDqKE9CEMdnJ+i0+/Q6c/T7LRotzs0W02arSb6hjL+x0/hUHHkLKPhiM31a2xeXWc6GR9UHDo3S4p2YXGUqk48rHOsDsZrNjdCyXk9d4u8YKW3yPTCI5hqE2sUurVE79RpoqTB7gOfobF6heMv8wnOc9/yMzT+4BLj176O5sc+ispztt7xUq79r1+BbSde7bx0LP3CRznybz6EHmazq6r6TUb3nKV57zUaj3rwkx1bZfLq1yF0jKgMTkfkayuI6ZCF//xLxDt7WK0OGKrKzKj/Yq3P5jtfSedjjzL3216t2Go164vnhGDjL/x5ihfcTX7b7cjRCFmWHPvbf5340Qv++287SnRtDxW82/RFLya6cgW9ewDOpnedIvv2l+Jee5z433yYzi98BGEt+ekzpHffzdyv/DKmHfPwe76Nye0rIVfChwzL3Yy4dJh+ghlnLEifM2gtTEpHO/Lz2DkY7xbIoX80LqiYMo44mpVIZ7jS7yGacSBt60RzaOyNkIUhnZ/HRYLs8jbHypIj/Vq80oe+9xBsJhrXa8+S+x2CZG/CkbxgR0hWhKEpoTKh11KtJ1UzmMpRVbC5n7E2n+CQfOzhHVoR3HFyzrdJkQpn6lwwRwYkqxFJU+OsY3d9QlJ5Frl1IkbKOqlakBeG/bFhbTHGYhD4PKA0r/iDT23zupcvIaXEWMsg8iFGOS4oWxE2UnQ6t7A5SFjpa1LTYLryRmS5TzR+lGz+xUT7n6RTbOCVpEFIScNaFtq+351vtknQZTpI1h2NJuwMd0kWEqrcUk6myJaGsqIrLK1EY63gvod2ef27/jHZPS8g/fvv8MnKYaG3lUXFES6zJL/6+zTe92nK24+QfvubcItdZAB+NzVqdsAgJfmlj9D8hQ8SXd+fzcn9P/ZSir/1zaheM6wh3knV/+3T8NnLcHyB8u2vg5Ao7qwvEgGQ916m+U9+iebHHgHAdFvsfuPrGb7pJcgoQd36Wk68+qu5OSH5htXpEPB8ce1zhbSqsmI4HDAcDNBKgxQ0mk3a7SaPPvqg9zq8G0+duikQSCWCNorD2pAoOSvbrZMLDyZfjXTrPoUHDREPEned8w+RtQEsyQDIXMjXqNWgYbZx+XJmQV1OSghJ1cezzmFMxtbGFkVhAnI3LC0t0u31ZseovU/qRF1H6AEUYr1OHogGusonqBmDqSrKfEKRpZTpEFNOcC4l0r6qog7tWBt6NAu/kXg1XheuRgdw5cNlnqnC5/64+pXQdNJCljuM8aXKSjriWCIlSKl9jlCt7luDw/B9fnjqGyDCbXUgFINhhI5WUCo6YFSECCXgjiLLyPPUU7sBMBx0EPe5NHVZZhzHKB2hhCQvU5zZpt81qEgwHMXEjZMer0lQKgAXZ0MiqKDR6XHyzBmWVlfQUahCe4wdgJCnZ8YYRoMBFx54kMHOziz05kvIwzwTfnGr2Z46sdwnU5sDAFmHKC10oiaTR84j9AYn7imwBq59QpBtdpBxg7i3x+k3WHRckfzsJ+j/zV/Htlrkp07RvO8+Rq8+xfl3f4uvHqwBZEhU1dOK1oObqN0pptdgcvcxXFNDaVj6jx9j9cc/RLSXPu0xqC0/PsfWt76UrW95McQ+gXXh1z7Lie/7TWReUc01mdy5Rv93PahJj60R7e6h0xyrFNf/1Lehow7L///3zJSP0xfexdZf+Itw+SLliZO41WMs/vufof///DKyLB93DrvveCfF6jJr//xHcVLw8L94O9N7zoUO9t6RqQYl/UqgpWM/Lek2ErQKjK6tZg6ItTAZlMihQImYy0aws9jxIdPS86FRUms0KSy+35hfOzyw8jl+ML64y8tjg5aO3Bj2XMxOK8F2EtK8II4iqgKanZqxUlBWiEaEGqZ0xxMGnTaiNJzMUzrKIkXQwXEmeGmS9e0pK3NNJrllMM04udj2IVDvvXgdJz/TyWxFsuL7tJltQyQVhamIViOihphtoMNhRhJFpIOc7mKMjjRZWmCcY3u/4Pham7o7/KSwKGFoNRN2RoZ87jS9jqKMVxhki4iFW9Buyor5NHEk2B1UKJsjrWC1HVNUnsHvNfSB82sto1FKOs2Ym+uSJJI8L7m2tUM8nyCkQ46m9BpQGM9Ax8qPy3jiHYxTb/o7SGPJbz1C/ideRvNn3g/WMfxzX4X9jjeG5w/PoFUFIjB4PoNAgqx8uOrByyQ/9yFav/kJZOGdbdNKyE6u0HrgMsJBvjrH8Pu+HV56C+xPaP/9/5vW+z87m6PTV51j8k++E9oxzoHaGdP8l79O8//5sGeQtGL/ra9g72tfjW01/JoiNfrcPZx81VuoKsP+3iA4Uz4pfHFx+YZmvU/PDgHPM7TPBXgmkwk727vkee7DFkrSbrfRSvLAp34LXOYpRaERylcnKJX4cmipff6LUEgtkTIKMt4S5yKksjPBOL/9Wh8rd2G3EByEbWo49bjNLQQ6ZtmOIYQUGm063IwiRaiDOK2PP+CcpTIFUiTM5NqF9foJ9SHx+UG+3NxgjMMWGUVVYqsCW1WUxRhTpPjy19Jv0K5ESYMUFqWlPw/rhdTqKp5aAdUvSj7XxtrA2lDn3UBdcWLxycDTaUWZS0wlqIxGCE3c6KCjJnESo6IEZwzGlFRVTjYZ4FzK4qJBqhr81MAECMnNrgaKso5FSwbDiGbvZAAfglpAxhjjc2JCRYq8oYqkzmu5MQyF82WWdZJ2XYFljSGbbpPnmzQ7p2g259BKBXYwsGvW0ex0WTtxnPmlRRqNxuPm8VMl9z2Z3bgMVGXJztY2W9evMx0OMZWXV3AhUdtjdDebl1AngvuNVUqJCOKMiYvJLl0ErnPi9Tmtrk9ctkazvyGY7liWzwmaTdAfukD/O34OURpGr30d3Q/9LlW/yQO/8J1Uq+2apsOvmj7R1L/oQVddGO2BvPNzeZqz8Kv3MfffH6L98SvIwuCUIL19hfT2VUavPMnk1bcgylDWDzjtKOfbiPA81GWLDovaHtG4uE925xq2qVn8hU9w/B+/FxFEFat+Ez3wAKvstrj2p/8soreIbTTo/vZ7WXjfb8/Guey22fzGt7P3LX+a/ic+ztJP/yTNB+5neM8b2fzuP8/ST/wYcx/wOUiX/8Zb2P7Wl6KkDo6QJZ8UtKYVzSgOVX4VLjgxVe5COXlYwwYlDCBWmp0CLs33kA0NQiCdBlGF3BoZ5rKlMAYlQv/6AN6rqkI8ss2pXsyO1ExbDWSnMZv/W9eHSC2ZjDKOnpj3SdhBHgEJpfGaSlZ4VkdlFUcHI+ZUyPwQkJYGrSKKsuDCtRGRFsy1Gyz3mv6xwvjvc/JA1d45UluClLSk71NocJQdQ3s+ASEwlePRq0NWWjFiBEVS0uxFZNsGOopmT9OIIz8WNbuLRaAx1jFtH0f1FtBastG8B1EMWKw+TjbOiLTCOEkTwWovIVJ1ebaDUN2W5ik722Mym2IF2NQwP9elKA00DHFLke+PWGx65XG/Xng5jvGoIE0tl67t86LdPZb/3s8TD6ePe47T06uM/trXwyvP+aRhnHce62akFajf+jiNn/tdmp++NPtcdmKJwZtfwvBVt2GTmOb9lzny479JtDfGScH0tbeTPHAVvT3ylVqvuo3ORx9GFhXF8UUm/+hdRB+4l9a/+21kVgAwetXt7HzT6zEri6H/YpAgUZpi7S6OveKtjEZDBoNBCBtGKKU4c/YscRw/7to+lx0CnmdoTxXSeqx8tRCCIk/59O//Aq4azeCIf18dVilxFoy1YZOuCzhV8FYTpE6QKkLIyHv8QcRNqQitYqT2FRQidKj17WhEwEIhlFBr1MxCVLUX7kvSbWgBUMe8BF7bwlpfpiuwmDIDqbGmwlQGUxWYssCUKabKKcsMZzK/YdsC8F6lECClQ8oQmhPgguidEMq/v65kIqgTB8bDJ1sCIqLW8/HA7gYFZmrgcLCdmUqQ22VUtBw699ZVTz55WToPmKTyQELUekWhaijNHqHVHFP3Oq8TKv1Y+L/rXk/OQVq0iJNTEGLXHkuGkJ7w5b+zsnThK82M8WC1ZqF8+MgvzEqFROTZLfHgVoTcI6nUrNlmfduU1iwsLXPLuTNeep3PH9x8LrsxZ6eqKob7A65fWWcyHFHkKa4yvu+alfTaXXaGuzgdqo8q4+eb9BVfTRVht7YoRo9y6k0V7bmSvFDEsUZJg5MhJIhAfXaD7jf/FGqYMnrVq+l++PcBePRffCujN527yfP3YVkXmkYGUCoIrQzCpm/rMHJIGnYOcoOceM0S29Dh3tgwD3QAcgYwB5VqQszun/O1i/7rpMQZ//nmhR06H7nM9M6j5C86Rud3zrP2o++j+eCmH9MgYQDglGD8mtMkD28RbxzkWYzvPMf+1309/2977x0t2VXfe372PqHyzalvZyUUGskoACIL2cKAYDzGAYMJ4zU8BAgDAmOD5wH2MgbPwtjYY5s1BmP72YOe/QQGB7CEBSJISEItoe4WKLY631x1K9cJe88fe59z7+2obvVVt7rPZ6mXuuvsqjpn1wm//QvfXzwxSd9/fpOBb/0XIlaovMv+D76SuTdssZ5Uc17EAbi1gLJvrn2jThGjcWnXQ4K5CHfApdjv0GlFxAuQE5LFSPNkXx+q6NsFDyanQxtv0NKiCdu3b8ljrbWmXQ+I6m0qawZwbMWEKe5TSMezPZ+WhCKlSBR2zWcrIIpDu90uqHohA4st1qBxHZdHgVgI1vW6EMLOqToXrK0wU+2ybqSY5uPJZYKh5poMTZsS4aIJEQhascYd1BT7fXbuabNvapGfGRsgL1y6UUyoQ0pujkcX26xfU0K6UBnKm55yicEjXTSKdpzHX3sxSvUIRRGpukRRhJ/LE4cxeS0Yq3g40rGzEqEw4bGFaotqo87eqSqFYo5Ou0sYKzZMDJLv8ymUPYJGm37Zw5WaRiMkCK1oghBUykXavZB6o4fvaobmmvTf9LcUFhpUf/5KdM5l8N/uxemYfoaNay+l91uvQ4wPmerI+UX8/3U3xa/cjTffSM/L5hXnUbv2MjrnrbeJ5MJWkYLT6jL2P26ncs/D6XkajA8wfcP1BOdM4j6+l8n/51/xFpbOY4DOOWuY+9VX0Dt/nb2POibpU5M2B3bOfzEbXvAqlFL0uj2EdElq+PL53HHf2zKD5zh5qhOWoDX0ui0e/OE/QtxJGzsK68HQ2li5pjTZeFbSx1cqxoYNBSgQrg0PCaLIuC5ju2rUwkPgoIVrYuPCNTdpx8aEHYnCQWr7kLfVEK4QCOmglLaf7aBFYKqBohilQmKbKxN2W3gOIKK0gZ0UGscmxEkRoZRAOqaLt5F2iEC7Nkxnkg+Vxsrp6NRDZKwiloVGlFmdCbMuN8lu9kYrTWhEKmkz/q26cGIMCWi3+kGO2h/CerPs6j8xbLStCdMmjphuN56HCMeZwXEiq8USYrwCDlI4SBlhqiI1nW6OIBrFcTyE7cwspSTWOhVGNA4Ya+wm+5noKUn7sNU6baWRVP6lSsTW4JI2H0I4Tmo8CSFwXI9zL76YtRvWJ2kmq2LsrEAnfkP7T6Wp12q0G01azRbxYovmrt2U1q6l3mvTbrdYMzyBIzTtICRWEWpuns7s46x7SYe+cU2rV2Sf8yrcYIY1zn2U8sYT4v79Vkq//5/Ido/u5VfgP7QD2e1S+z9fRe13fx0hTf81KX2kzCOli5R5HJkzuSz2pEt0hFSqR5RU/Ok0h8o8vCM0ph9ReozWM6p0CDoiFQcV1njSiijuEkctYtUkVj1Tvktoz/1E+8ZWtUURw1/bxsj/uIf8EyZhs3bdhUy952UEm4YRsaLywycZ/Oet9H3vcUSkDvkJmldtYt//9XMEm0ZRypyjEpOHoauCQddUJ5kFhjEgwnZEZzom77gEShF4Cj8E3/WpByE7y32oSsEsRKSpanQcE6KMk7C7NEmtGo3j+MQqxBECcJndX2NwtA/Pk9YLrHFcnzgOzOLD6uJIjZXQwC5CtLlmhEi/K5FacGyenFPvMNTsMDfQR1zwkN0ua+pd/CCm0ekRRpq9tRbP2zhE0XPoKU3ekVafx1xHxpttPbe2EKAlQsprHaZ391isdjh3oIJ0XFTUQ2vNgXrIYqQ4f6xCrBX+hIuXNz35lI6Q0ly7Sgk6hQlkeYQ46iIdDzfW5KSH68BgxXpc06qFmFa7x+xcncjTFPpy7N9fo1trUcx7hI7LmnUD+DlBr9GmX0fkfKjXI6ama/RVzMKm0eqS9zwmx0rMzHapNXps3DBEs9Fh4af7WdNfQqsIpxkwfMsP6PvedoQ2ytvt1z0fUWtS/Pb2NO8s6itSf/ml1F7xXKL+CqnmmfXSJRWhyW21/MOHKN/7CL1NY1SvuwKV80BJtIhxGx0m//LfKDy6j3C4j/lffhmNKy80v7mTzOGyxYeUoAXeBS9i/QuuI5EoSDzFJ3pfywye4+RYwoPdbteEL6wvx1S6KH58182IqI55GJuwA8r2oZEuRhbePPMTfWVlk2OlSEJbpqJJJdm1CHsztf4OxzVhr8TTITU6tmXZmPwSHducIKlNbyRlC1YlSPswRiZuUkxegZPElWPCoEsu59sS6sQ4M1Lg3V5gcgBaPfrKOXL5vDkuIFFTRhjTQSuzCjZCeRpBbFddwvZTFaauXklMOa4kiFzCQFIsaBzHtO+ItZk/tMknUsrFcR1aLYkWY7ieNCEpZVf51pBKQlSmWsp6AbA6MrYqTGDCcmGkzI1caHRsXK6xVsRxgO/VyOci2t0x/FwZRwhr1JjcgVhb3RY7oUlulrbeniTco5bdjE0IDfu72pCW9VRII0O75LWznqD+oWHOu+RiiqWied9qGzqHITEiD3ldGa0mrSEKI1oLC7Rmq1TGRlFRRO3JJ8mPdxlaJ9FCEsTjOOXzTV5ccz8FdxbHKyH/4K/xPvlZ1LXXov7nzchvfBPxz/8M/+ufwLXNDTmR4z54n5/O3NnFh1YoFRCrHnHcIwrrRHGLMGwRRTWiqGO2Rx3iuINWAXLPfpQvCUfMA1FqjRbm/qGJkfNt+m//KZVvP47T7NK+bD3V111KcN6oDTlrVGzuEY4LwWybQZvPZFwbEQiXXick2B9TcKQ18iUqUiBhMdLsKleISz5piNtqVjnCQ2NaRyBdHLRZjyjj1RLCM17cJI8uvWeR5tUZOQOzGJL2vUrExhenYlwkkY4RwmgEGaHEmKTthcCE4KMYq99ijGypNMVqgzWxolZt81C1w9h544z0Aub6S4y3u0zIZHFgw8kK4zm0+Y1dBaqiqe3tkHccBss+QiZtJRzufnSOyaEi64YKICVtN6JvwjfniwDS4hBohwI1cj65YhHRCxirFHFEcmppWp2QeqPD0GCRhYVFGp0O/mAB33fpNZu4QZeBggdC0GiH9BzTx6ykexRyHr1uSLcXsHd/mziOKBY8lIopFXxy3QixGDNTbRH6ks1bxjiwv4GeajJUyeN7EoQk/8QUo//wX+SfmFpxBnfOXcPiKy+jeeVzwDXK20ZMMWnhYfSg0MJqSCU9IkX6WAoiTa0Z0F/w8X1z4CLW+I/vI9g8ifBdkqaeShkjStuFmxBJ8rjEvfClrL/qVUDiLV+6Nk3VV+bhWVWOZvBUF6o0mg0WqzWkYx5sff0VfM/lyR3/gdAtcwEDIjYN6ZY6xKZBEmsVW8+AdcuaUEeMEQszDxFpH9Q2LkailmlczybXRccBQjgonRQ02weoJLGuIAl2pcki9qCERCjjaJZCoVREFEa4bs5UF6HTagJ0xIGZOioWhGHE0HCZ/r6cMXS0ObLEQLILaPMQtzF6oayBI4w4ntYxYRgThg6NhsDLDVMsDYL06HXrtFsLuI6H5xeQjo8jXJQwejKu55jVIBhvjUjyYOzflYntJyXcSmuj+ZJI3dg5MuGOJBfEGhHalvVrcByHMAzotJtUBoaXgmxJJQkmWdvG75COCWElzQajKLQ5Bsk+WkNVJMnRNhk0LSs24pPm/mr2KV8qs27zZgZHhlMRrlNh7ByJE71tWPN4JfU63HILvPWtpru9+QJSd1b6rqVA56GfumLvlu3nso85ZOzRjuGwe7rM7lu+Pwd/lrka0n5yKiRWXVTctV6iNiruEKs2UdQiVgHowIbibGsUHSOEyVHScWhaQhARNjuUQ3BEgMkFCxDa9PZqHggoKHs96MSDBTXlsaevhCyVcL08Unr4TgHPd/G8PDmviO8V8dwCOb+AI00uhSMcpCNxpG/yEqVJ5o1iRawioiggjmOiOCCIOgRBl06vTi/oEIZdemGTMAqIY+NFjlVktcGWQmTmfqFQVg3YlD6rVM9FCg8VK5x6k8J0lV47oL1uBDlg8oakchibnWNcaoQ0+TdSsWyhYTxiEYJ6M2Kk38dxPIgjtM1X3DXdZGKogO+aB32oYqIKhK0ItwT5ooeX00SRRuPSVBWGJzcyXCkihTFEQVJdbDC7uGhCfYGAQkxxoEgUxkSNDgO+Jue7aBWCdlE6RCmjZ5XzoBcool5IqeSikHQaAa16F9UNUd0Av6twpCSIIx7ZX6evUmBgsMg9O6a4+rxxynnTvkErUx3bd9dDFH/4COFYH42XXEp38xp0HILS9jlmimykdO3ZHFtJJMdG2SO7vE/uXQ7VZsD0fIu+co7JoZLNJ7Xnu1omzipNK4ykQEQibEja5DsG665k7VXX0m51mJ2eM0KStrx90+ZNWQ7PanMsD0+r2SKMwjTG7Xqm98kd3/hndNTEcaw2jlA4rsZzTCKncIQti4yt5ZsIMyW5ACbkpVQSr13WIsCcMpiGk0lIJHGXaptfgA2vJC5xG1e3z3OllkIvSdG1NBaTMaRs6CKKQly7mjYNGB17c49QWuAISWQTQV3HuDRNq4nEGJBox+Y5xYooVqbJXQxx6BJFEi8/iHSLuE4R4Xi4SQmjlEakEW2Thk3VhpCgTC8+k6bqLLshikSB2syF45pydxNKkkbICkEUq2VVb+BIaRONlzW5TKqZ7NNxSe4ckuokrbEqxks6M9pWeiWY8u2lHK4EY2sKW11nvUyOVdzV1gCSAhxJsdzHwOAAkxvWkS8kZemnj6FzdpH8iE9l/o9+G115l02MJb3s70f+zOQ8NUaUXiEbkP5fWS9lkmuozbWgtCLEQfo+jnRxHNcYCuJwq+in6wFbMhKN8aaJlSJWId2gS725QK0+w2JrikZrgSjsEMc9+/bYPlqxyhLCHq89cqWRQYjaPUfQ7iHOmyBXNAUiuhcwulBlQjrGO4A0ITttys6xnttdMw3OGaugtdHLQkTESlJvhfSXfcw9WgOSSJu0k1gpooKgf9Kn3YmR5fV4uQJj48NILUAYdf25+TqNoEVxOI/jQBDEeH6eTr1JIe5RzkskkiiKaDWNAnax5OFb6YiwF9MLIiqlMkpHVA9UiabbOGizcLR5awBKSRaaIVOLLTYM5XE9jwPVHpvHS0Z0USeLwOR+bBtZC2sULjufkAKJZxdwSZNca5LGsYnUIlPtHmV/K4Rrktmtlpjxdi/LO9Qxic6RkfCQIIyHDwHynBez9qpr6XZ7zM3OpVVZQkgm104eorR8LJ6qwXN8n3oWktwUypUysHJl2+12GBk7lyiMjOERmRi4IkarmFBF6DiCMLIrjphIBRD1CIMmUmhcx8bmHeMKdlz7cJfLHrwyKS/WqVfI3BCMmrGwISXzeqL3IiC2MXOZqO/Ym5LWVh9Qo5NEyDQXQSC1JLaeJKSDsCEmFZsmoO0owvOKaJmz6SkOWjkgPbQWphBJOCA8pOvi+w6eveCkVfmNlSaITfl20rgPTHuNONYoHZlu1ErY5FRwrCSO8aor4xK3xoLrOCgd23J9gRCRMZjsA8IYM5Lw4IW7Xla6n/wdE7rSmCqVpGrMtMpwUqMraSuRnCdp/oZKxPisB8qGKk37EZ2GwUz1iiCXz1MZHGBi/TqGx0aWXfyZoXNqOZ75P/rYI3uZxGFeO9x7D2dQHWv/zHsKy8YfXHhx8ljpjRMIcLDClx55v8hAeYgNE+ehUYRRSLvboN5cYKF+gGp9hlZnjiDspAs6rUM0sWkNIyW6kEect4bWrgVa2/fjjZWY2DSE8H1mhgaJa03WYLqSayRahThECBHy5FyHWrOHHiuAdEzyuRJ0uiGtbkClJI0QoO0F5cYRUgg8z6Xdjei0I+Zrmpxq85wL1yC0IFIR8wuL9HoRsa/J9zkE1QZaCvxygV61ypDvkssXCKOARitAa0WplEMjTJWp08WVLr0gpFx2icIW9dkuarqHL4zHz9xLpc3VMvegckFT7jrsX+hyzqRHX9FlqtZjTb9HojFmyrxtJEFCos2mbCI2mPunErGd88T7ZuVFBEsCuioEkTRutt3ocaxoKiRFJcKed9rmACGklS+xOULCRA8cx8F1Xcpll3K5zPFdaydOZvA8RQ7rCNPQ64a2M3eEEjrVSYkjjdYShIcjcsl6Bdcx55XjmcRdpUwsPFQRqqcgiFE6wLG5OoIIIWKjjCmNl0OKmKXKIGlDZLE9EY3L0IhqQSJVr3VIbGPyWLc5eChh5NV7PYcknquUII4d0B5xLE3jUi2MVe+YA1B4acTOsZ4a89F237SJ0Sdl1Yl3KtSJF4f0QhTaIY4DY8zYMnm0ILbeD5V4kRxzbHGsIbZ5L9YOjCIjoJgkQys00gomKh3jyKRDt+0RJbDGEsuMHVJvj5CgMb1gEs+XtBeplCZhPJ/PUyiZqpEwtJpDcYQR5VO2r5RZcQphvDqO6+L6Hp7nMTA0iOd7SMexEu6GzNA5Wzh5BtXJe8/J4NDvXTqlzQPVd3P45RwD5RE2TFyA1oog6tHq1Kk1F6gu7qNWn6LZXiRUgfFoA1pIhs8Zor/f57HHppk8d9SE5vMF5kc9OrUO68M2VSURMscaKdBEjPTlyLkCJRymgoAhCSoW7Nhb44J1I6ZVjrB5hTZ/0qiemzD6/HwMw8MUiyWQkk43ZHZ+AS1i4pzA8wRep8NgyRSfdJtNBvI5lIZarQFCUvAkruegdQDKoa/k0u1qgjCgUikigOrsIuGBRfyk7N64t8CGE033jhjfgcnBIrtn2kRKMFTy2TvXYLEp6K8YPSIVR0bixP4m2np9TDqFyfPUKBti00Zd2+aDSbHk3Ta5OPZZg0BbnSaZePiFk+Yvpr/3kty8+V5pTC0pXOgmenWHniurfe/LDJ5joLUmCAIWFqrUF2t4vqnWKZaKFItFoiCwFRQxOoZYWil/61YWShFZNWNzHRkLXVpvgJs8iKWLcpWtSClajwQkCbhKmlybOBbEae5HjFZWuTMOiUJbdRXFSKtVIWxFEaJorH4bblFC4Ls5cM2qRkUxfs5HuhJX+taZZFY7Ikl4BtJWFWjTu0va/B3b0d1VkclBiu0pbcsQE6esI9I1ANjMI4XGF76VObeaNlqnCY8IY3gkc+JqG7ZLw1Imj8bzPIqVPgZHRyjYBpIqVkRxZC9cnYa8knwax5G4rmc/f+l3Tzxj0nFwHTNH0pG2uaP5c7ziWIdHJP9lZKw6p96YTjyiy18zRlDOK5DzCgz1jcPkRcQqpttrs9iqUq1Ps1DbR62+nzhu4472U5pvUq926Ruu4Mk8kejQGyzzWMtFORIPxUizhW+1vsr5AvMxzI4OEVbrjKqI+U7EbM5lUSnWS2W84NpUeYKLQOFJTdHNoXMK4SvmZhYIo4g4D9LVSB1RiKGY92i2ekgRU8h5tFpNYuVTKvg4UhFHMbWpDp2FDsWhAfpHffJ5F6FNbubibItouoVL0rIlsouvpFGOg1ahTQLWuJ5g80SR2UbAfL3HORMVnpxpsNDqsXG0aCp2Mfk0VoDeLNxtvmMS2jJVoQq12MLfO0Nw4QaU49oFs0C6vvl+FZLk5aRK/QDCRegIU3ObSI2YZPdYR1am1IEopvL171G+48c8+uXLWa81YRSyuFgDnPTeOjAweJLurYeSGTxPgSiKiWMTrur1AqOUG8e0Gi3cvI+jfWIdp72OlrpgW+s40afR5oQz4RfSeKcJu2BPbuud0MaWVsYwNq5BiXUJ6jTEYt6PfWiaLzHlhNa17FqlVGlCRyb/BLuSsbcaIY2gomuMNeOiNOEW0+VapzHhONZpu4put0Mhl8esHqynJDZiZm6qt5MYTiYcLFF2tSDS1jeOiNHCQaaVXzGOMNn+2rHuXHuRk+QL2dYdfQMDlMoVRsZGKBSLxmOySheLyCyTjIxV4HBGv+nOXSpUKBUqTI5sQOsraHdbzNX2sXfmURy/xN4n9pPvRPgVidQOiBjdl0cqSQQstELGdEigFL7vMlUpIn2PerFMWG0gR8rUhwoIYirzLQYdYe5Fjmc0pVSEcAQ56eD5LoGr6IU9Y/z0ehRis3j1hKa22KWY91Dao74YkM8LCr4m6AVU5zsE821ySlMUgt6BKjVC+kcrgKY2VSOYauDb5GClwzQXB/w09G5C6kmFqItwHSIV4rk+nV7IuuE8099+iEoOmq+4HOFomy4qbPGIa3R5tJXTaPXwt/6E0o8eZfgnu5GxYuF55zLzzlcjPA+hdXpfRgh0rNLFoZC+8SRhF7k6sM8616ZWqPS39fbMMPaFf6Owy/S0K//7rdSvupZGs8X87BxxHJvef65LuVw57qTlp0pm8BwLAcVigUIhD6xZsanX7eJ6HjqKkCrJ9TAPZoUJ1STlykork7SMMvqwUpp+MBq0EraU2zbLNH4Vm2hmDQllYs4abbwkGqJYIVwXYmVzQyC2oS+phQnJBrE1mEwCnhTYTHxrAGmT4BdEPVzPw5FG00drG7PVwsTQl5WR1haqBEGXINCsXbcWJ6msAeOZ0SYnyXpiIVkVJMckwZWeuXCFEegitrpEbpJAbIytJAVSCh/TNDDGcz0GR0eZWLfW5Lw4zorf5dSvYk8HjifhNiPjdEMc4gUCaQ2gC9mw5gI63Q77Nj/Jzt0PE4sGqheYdhoohNQ40qWadxhsdVhoBDjjJXQpB2hUJcecjihXCkjPRWuHeT+kP+wab7vWCB2a0L8CWh1aOyPczR664kOrQ8WV9HoBCEWgQPci5g/UKQ2XqQzk6LYCFvdWCRd7FKVPSXoI11QzuQrCAy1qSiJkRG+qQw5TCm+8JDJtvAux8fRL11ZFOWZRaxeSa4bL7J1tsdiJmRAhr/zmPeSaHeqPTDP7f/w8kW/GYp9DohdS/vGTFO/+CX3bd6b6PGAyF4bufxz5/36TmRuuBzdRMDfz7++fp+9f76K9eZLOa15gy9cF2nr2jTRIItroIFTM4L/fx9DXvo+MFUG5wLZ3/e94b/11NvX3USpX0iTjpD2O53msFpnBcwySVf3BD9Ek5yPoGkXipKw5VdVVVkzOMSErrZI2CjacI8yJLZI0snhJX9hY0zbHJPHcWM8R0iESpHFmGbgmsc8quQor3CeS1UGalGu0apQNtYFOc2bQRkdFI4hsYo5jE4yVMo6oUIPjGHVZ4UjyxTKlskAIZROgl5KLl0JxAtPzBrR2EY6JBQtA2NCS63l4fhE/VyBfzOH5OXzfw8vl8Lw8nufi531ca/2nblbn7Ml50VrT6bTxXA/X81BxfIiRZ/pLmfMuqXBYXnl3JI5n7rTWtFtNpOOQzxeO/Ybj/PzkO+I4ttVsJj/sWB67KIqWjjkMcVx3qTfPCe7HycS0p2mSy+WXVZ/oVMrgaJzp5/ZTZ7kBZEJgxXyJ8zdczHkbLqLb6zJb28f03E7mF3bSCerEKkZVSjyw0OHxqTqXXLjWqNTb5rb1eo+RNf24jk8Yx7TKRZoLISVlDAzHasdoIjwpkFGEarZwhUIqxeyBJq5WuEWPaLGN0wnISZdus0ZjSuIGGg/T18so1AubF2TuqY5wiKeqqBh8B4wImovGSpUTpYtgIQS9SDGtYySCUaFwhXkehFFEX16wvxrSGSiz8OorGb/l+/Td+1PyTx5g/397NcH6cUo7dlO5+yeUH3gMJ4jSmV1cP8rul25h30u3UJya58Wf/J8MbH0M8fl/Y/pdr0O7Ghpthr/yA4bu2IbQmuEfPcL+xRb1X3kZJP0OxVJzVA34e2ZZ8zffIG+9OvtfcBFb3/sGgtFBNtvohuM6VCoV8wunv+/qnfNZWbrliGVtOgmzKKIoSuOWUkqiMORH3/1+2oHWJMXa9yThHLA5Nokgnd0ubZ1VWqpswjTSfg5J9MZeJEIs5ZXEsVEnNSuR5DuVDaeJZeWBOjWWhDTCX+glPQ0jx24SeoMgwHVdHMckMQtrreNIiG11mGMNKC3TiqSk3FpYA01rkK5MjSBhq8oc18PNFxgYHGBwZAgpjYKw5/t4nms1bJaf6MmqYiVn4wOg1WqxY9t2+voqxLENSwKlUolOp2ObKZrVWy6XR9nWGAvzC4yNj9NoNKiUSyitCboBxVKJcl+FwaGh4zZ4vvvt7zC5fi3ddodyuYSULou1KgODg3S7XdAYYUpg/aaNJ2TwTE9P8dgjj+I4DqViCa1jet2euTFab6eXc40iuZRU5xcYH5+g2WhQLJdoNpsA+L5HPp9n4+ZzjmlYrCZRFHHbN/6T8YkJisW8/d3azM7MsOmc85COpN1qUa8tMjgyRHV+jr6BQcYn1tgKltXl6TwClsL3h2d1r9dlWuB66ZVe0GFmYR97ph5iobqLbrfJzN55xtcPmtuqjpmbbtFp9Nh43ihpXhGa0lyDQhjQFLCJGNeKpmq7WG17gjAncdqCYtQ1DXwcF6F6JsRkVaONF922VRAOqWqIDkEI4ihGSpf0Rp8WoShUHKX9xzoaFpRDW0Kn5EOpYJTG2x1kOyB2HSJPGoHG+SZeu8vYUAn58H42fembVBYaKEeiPBfX9rgCaE4MsuelW9j78suobRwnIsLBR4uYNfc+wos/+WWcKGbx8vNpX7KB0a/8ALfVBWD2ko2M7tgFwIGXX0rtza9Aejlj8wAqjhj+xo8Y/toPTJPTcoEH3vW/sesVl5miEcfl3MmruOySF0O6mF/6VZMcyUN+7RUVhrDcMMrK0k8SGlisLVCtLdJqmWZtUggqfX3kfA8nn8MTefuwV1YjwzyQpFUyXVK4T7LdwcRUMWXriW8nyZvVpFnsJgeIVBxKo/GsVoQW4NqTxeToJLlA2BirSRbW2rRm8DS2omvZ8WnXlB/GGumZBpwiCaolZYre8tPEerykLTu0r2lsd3itcRwXv5gnXyzh5zwqfX2U+/soFAorw1/Ju494Uzz7jJvDYVSrI+Zm52i2WqyZnGRhbp6kq/PoyChhGNDtdunvA8d3aTbqlEoVFusNDuzbz9q1kyAFU3umGJ0YY2Rs7IT2JZfLgdJMHZihf7APFUG9XsO3uVyz0zMMDA4wOn5inw/Q3z9Azs8TxxHVmmkemc8XWKjVQWuGhoZYWKjRqDcZGhqif2CQWq1GrVZjREranQ5hGIHWrFu3btVyuo4HP5ejF/TodNrUaosUSyUqfYPMz81Rr9cZHBrCy+VZmKsyMz2L5xcP2xx2tdj5+BNoNKVSiTAIaNQbjE2MI6TA93zarRZRHON5HvlCAdd1mZmaZu++vVx8ySWoOKbVbOJ5xjsb9HoMj4ys8jEs9dyzFRWgBXm/yIaJ81k/fi6N9iJP7nsEKR7A8ZoIYaopHRFQ7vcBByFiK8MhqQ+UWFQFpOswM1Nj0p47RhBSkeuG5Ho5UxRiS76NqppdsOmYbk+T80z1rIpjkDFCeMZbJDzSth7StM9BC1CRyVnUdmGJZEHBnrKPqBRNpz0hraCqQpdzRJUiQms86RApaJXyBDtnkc2AiYvWc8dv/jLn/fPtXLjjSWQc0BrpY89LtrD7pZdQu2CtMcQSY0+71vMkmLrqIn7wu2/ixZ/8/+jf+ij9Wx8FYHHDGA+84zXMXHYem269lyv/4uusueNB3F7I/G9ch5KCwr4qE3/zzTRXZ9/zL+K+976B7lBf+kxUStNutWi32/S6XeYXFohj233Acdi0adOqhbUyD4/laMKDWmva7Q7tdjtNNPZzOXzPpbpQw3VcgiCg0+7QbXeIoh5JGaWyOS1RpAh7PZI8FInRVRBComKWxOdISvZ0mgBtkpmtNoI1ZLAqqjJpL0HiYUnMIiswSNKlQi8p+FkV6DiKbVKaIOiGuL5ES8eWPmpbwogtjkp6Rdm+1MIB24PHcSSun2dgaIi+wUEGhgYolIorxKPORs/MibG02knmTGtNGIa2fF7hOK4xhIWkvlhjfn6WjZs2ozXEUWRCOlrRbXfoGxggjuPUwxHHsS2XP/wq6qh7ZsNN0/v3ky8UCKOQkdEx2q02nu/R7XQoFks4rnMYj93xfU9yW0py07SGMAx4/LHH2LjJKLEGvZ6pzvM9Wo0mlb6+1GOayAskMvWnOqQVRRHScVisVonCkE6nzdr1GwjDkF63i0ZTKBSWJBCewf3WWvPIww+zsFBlz+7dbNywgSiMiFXEwkKV0dExKn0Vms0me3bvZcPGDVy85WKqCws8tOMhSoUiYdCjb2AQpTV7du9mw6YNbNmyhdIz4KE6wlHZc8jMXxRH1BpzTM0+wcz8Ezz52CNUBvP4vpGkCKPIFteaqliUQrY7nFNrU/KwshoOps+a+YZUfV1KG06OCMKIR/fV6S8XmBzK4TquaRmjk2sZQBEp22DV3GyRjvGSm5QDqCnY01+CvGeeA8JKsaPTpq6usGrGODalISIKe9R3L3K+oxnNuXzvQI0tQYeoUmLmonUImRhNVgA3rah17D3fPIOkkKz50cO8+A+/TOy7bP/1a9l5/ZUIJ4eKQ2Kl2fDd7bzgT76CVIqFK88nWj/OyNfvTL06W//ba9h1zeU40rOyiSZNQgvBOWPP47JLXkK3G7Awv2D735nK13Xr1q6a8GBm8FiO1S39cIRhSBRFpgT6KGitiaOYMAgIej06nS5hEBD2esRxTNgL6HY7hEGAjhVRFBMEXZsLpAEjLqi1OVkA60laCpupWEPaiDTJ31H2ejIrBmMKKaQjIDJxbKVMFn8URrg5ieflULFpniiExnGNUqnjOvi5PJ5vemnlSiXypQLDwyP4ufwRH6CZoXO8HGrwHHGk1uzauZPHH3+M/v5+eu0uSoPv+yzWF1m7di0XP3dLOv5k/BZaa+69+x66nQ6FQpG+SpkwilEqprpQRbqC4eERLrrkkpP+29cX69x9150MD49QXVjA97w0HDQ2Mcmlz7vstD3fknvInid3sWP7DhzXYd36dURBSLfXo75Yw/c8+gcHufR5z3tGjyMxqOM4ptVsUywWTNl1bJJZfRt27na6BEFIqWy8T71ej3q9Qc73SRR6AcIgpFQqksvnTmEoceU9W+ul16I4ZO/+Pcw3nmRm7hF6QcMUgEBaXCG0ue+W5pps0srq0ghTEiukaa5qm0ALawxpHRMrRbMbIIWkmE+EDI3nPdKCTgx5B6QC6XqggtR7o612Wi0W7OkvIYpWRNDut0CYFhxWQFDaFAlrIxFjZFAWF9o059tcUJT0xYJHci7FiT7bM8221bFaZ+aQhMl5s/L8UjhoHYGAwmKHyHMI8p5ZwMcKz/PS0vQ1d+7ghf/3P61IfD7wgov40Xuupz04YPtHSoR00kpfhMP5a5/Pz1zyIpaah65ktXppZSGtp0DaeuDQLaTx32PEsaUvcT2XQqlI/xHGJStbpRRxrFCxba5nvStRHBEEAd1Oh6AXEAUhcRSZk9YmSatYkTS7Q2mEI4gjIxCltAKlEI7EkWYV7vouvp/Dz/nkbchp6YGbJAi7eJ6H4zpHbOx2uj5onn0cXJ1ydIrFEgMDg/i5HH2VfiMjoCBfKjI8ajrKn+zfZsOmTTTrDUrlMgtzcwwOD6G1xvFMUnVfX+Wkfl+C53uMjI5SKpUpFAv4vo9Wml6vlx7r6UryG/QNDLD53HPJ5/N0u21KlTL9Q0Pkcj65fOEZydk53L4lZcBHW7zlcrkV/y4UCsdc7J06Vp7ziaSFBlzHZ9P6c9nIZtqd57N3+hGe3L+ddnsWraRVcjcLwVZ/kcWFBoNJrqVdCKKtx0ck6uq2Z5RwqBQ8k8CLsEaQZj4WTJVKqFIOt95kY7dDSRklY1OFZYynxShmd38ZUcgZDRvhIEjkToznRQsjbKqUxkGSpBQknn3hOHilHPWxEmEjoDBdJeyv4BRNLqojPKPejwTtIIlMHw2bT2TKyY33vjdQBjSNhTZBq0MQRIytHaaQN6049r9oC3d+LMcLP/mPKM/lwRtez55rriAWCqFM8QsIq+gvTF6T8YeRpkcc4TdblbMi8/AYjhbSiqKIbrfLwsK8teglhUKecsUkkRaLhZP2UFnq4bTcyDp8Au+yd7F0siwfJw4ZheYpP1AzI+b05qleuifzdzye28XJPn+eynef7ufsmXAMZw5L3tQwCphe2MuufduZmX8c4g4CbfoINtqc02qRtw9tFZsHdpJqIIUgiiMirfGTxpsmO5pmrNjn5wn6S+DlUAQIJXHrbc7tdMhLjRYeUkiaUcTOUh5Vydl8To1jO4yjBTE2vGvTHkwLCOP1N9InkSlIsfIn2haSqFqH/XvnGVg7Qt9gnwlj2WRPKaxQLiaZG+vEAtsbUEVI4RLGpgUSsQJH4DmuDa1LNCGFegfluwR5B4GLSjqw6xiEUbg2IWbjPTtn8irr4RE0Gg2CIMCxHqaBweMXHsw8PCeRXi+gVqvR7XbRWphOwq5Lu9OhVCye1O9afrM7tGrpUPQyY0css/QPZzUvT2xfblhlPDs5+m+33Fh+pr5zdTkTztUz4RjOHITND9N4rs+6sXOYHN3E9Pwefvr491ls7MdRMXGlxN5IsbnXRcam8ISk4lY6LESa/bk82vFY12hRcY2hNKMcZgb7EfmcMTIw7XOEEARln51RxOYgwpcxLSJ2lYvE5Zy9o1t9NBWZHn72u+I4RjouaYNp4djK2QghHJuLE5vGxso8E9zBIvlOyN5d81w03G+MEG0MHuPLSRoam/CjUDGmh1mSBBGbFjwIXCdnW0jYDuvSaLX1+ksmEdu4mHCkGSuExHUL+H4Rz/PJeSXy+RJF0U+j0aS+uMj83HwainddN83FWw1W1eDZtGkTu3btWvHab//2b/PpT386/ffu3bt5z3vew+23306hUOBNb3oTn/nMZ1YoLW7bto0bb7yRe+65h6GhId75znfy3//7f19x87jjjju46aab2LFjB5OTk3z4wx/mhhtueNrHIISgVCpSKhWXEogTV9xpcPNaVqdAHMd02m3Tr8l1cBw3vaCX7+vU/v1Gldj1KJZLdLtdHMeh1+1SKpfTsafD8WWcKNlvl3FqeLYtphJVfDAhpjUjGxkdnGTv1KM8tutu2p0FOoMV9sxFbLAGj1aCjoJ90qE1UkL4ILRkr1SM19rM+w7twSLaxfScAptvE1sPjaY7UOLxeofRVoe5SpmglDPeGSms3IgtOrGFLw6mVZCUnm1QbKVBpEAK3/TEEiDtYz3GpDlooRmZ7EchiMIIP+dYHTeNkK4N92krd2HUYk1etLZJ9BJPujjSx3OMPprvFXAcST5XIueX8P0cOa9Czs/je3k818d1PBzHR9pE6cOdD319/YxPrLFFGWb78SYsHw+r7uH5/d//fd7xjnek/14eo47jmNe+9rWMjo7y/e9/n/n5ed72trehtebP//zPAeOq+rmf+zmuueYa7r33Xh555BHe/va3UyqV+OAHPwjAzp07ec1rXsM73vEO/uEf/oEf/OAHvPvd72Z0dJQ3vOENT/sYni0GQBAE7N+3n0pfhcZinbm5OQYG+mm1WqAFhWKRibWT/HjrA0jXZXJyjcnZwSQazs/OUKn0MTA4yHnPueBUH07G02J1PDwZGU+VY2n0nF4k93gAjet4bFp7EWtGN/P43gfZufcBGiMwPbNAfxwxrU0JO8UCUmKSmIUiKhfYk88hPZNdY6q+TPgL6WJ6uRtvjAZ6A2X2VApI1zUNTBEgFTo2yb2OrZpa2dw4RODaxGLbwgdpdH2EQmhTbu5KE17StrJrYt0QIBDSQUoPKV0c6eF7OXL5Mp5bIucXyHl58rmKed3P47t5PC+P6/i2r+CRDZil9IsjRSoOxff9VWslcTCrbvBUKhUmJiYOu+3WW2/loYceYs+ePUxOTgLwx3/8x7z97W/nk5/8JH19ffzjP/4j3W6Xv/3bvyWXy7FlyxYeeeQRPvvZz3LTTTchhODzn/88GzZs4E//9E8BuOiii/jRj37EZz7zmZNi8DxbcByHanWRnO3SqzUEYYTjmhOqWCxSLBQ494ILaLVa9A8Osn/fftZMTtDpdBkYGkFKgZ/PHfvLMjJWhadepZaRsTokoS7I+QUuPucqNk1u4cn9D7Ezdx+zjQV0wTTMlEIQW+FYIQTC0Qjp2CpXYbwmQoCK7Zik2gqEMB4bJTQIU4WLjGwlGKndIIRrOvBoEI7pUyWxrYkw14mQDlI4OI4RSHSlj+MZz4vvFcn5FfK5Anm/TCFXopAr4ft5PDdnjBixXEbCVFYdZXqSWVr24vIF1ul73a5q0vKmTZvo9XoEQcD69ev55V/+ZX7rt34rteY+9rGP8bWvfY0f//jH6Xuq1SpDQ0PcfvvtXHPNNbz1rW9lcXGRr33ta+mY+++/n8svv5wnnniCzZs387KXvYznPe95fO5zn0vHfPWrX+VXfuVXaLfbhxUx6vV69Hq99N/1ep3169cfM+npmeBEXcLLf8o4im3ZubKaKHC8J2L2wHk28+z08OikxvY0CRlnnO2sVAHuBl32zj7B7n0P0mpPE0UhEKcl6loro74srBAsifJ9iMa1hpBpSC2Fb9XrTT6OQlkvjdEBEgJcJ2dSExwXKT0818eRLp6bx3U8XDdPMV+hWBig4BfI+QUTTnJ9HGl6I5rr6FDPS8Kh19nh7x0HmwqHa7e0fNuxxp9MTouk5fe9731cfvnlDA4Ocs899/CRj3yEnTt38oUvfAGAqakpxsfHV7xncHAQ3/eZmppKx2zatGnFmOQ9U1NTbN68+bCfMz4+ThRFzM3NsWbNyqafAJ/61Kf4vd/7vZN1qKcFy08o16ojn0pJ/YxTybPTWBCJsFRGxmnBSpmIQi7PeWsvZvOa57DYnOfAzE5ma0/Sbs8ThB2UClDa9OByHKuho0GIPEnrCI1EOBESIwniSJ9ivo9CcYBSoUK5OEwxb/JhHMfBdXzTTkKINJQkUiHCw+7y8r0//IZjHHPC8sV3fXGR++/7EZc891L8nI9AEIYhhWKRIOghhKTVaNiO52WiOCKOYprNBpVKn5GRAIrF4ilTPz9ug+cTn/jEMQ2Fe++9lyuvvJIPfOAD6WuXXnopg4OD/NIv/RJ/9Ed/xPDwMHB4q+/g2O+RLMnjHbOcj3zkI9x0003pvxMPz9lJFkbIyMjIODZGPM+RDkN9Ywz1jaH1VQRRl06vRbfXIYy6hFGPMIxS0UApJFI6CClwpdE0K/pl8rmyTfC1fbiOf28wFpX512oShCFBEPLow49QrVYZHh4hCAJy+RwzMzMMDgxSKpVotVt0m23yxSL5vE+9XgcrrjgwPMilP3PZqu7n0Thug+fGG2/kjW9841HHHOyRSXjhC18IwGOPPcbw8DATExPcfffdK8ZUq1XCMEw9NhMTE6m3J2FmZgbgmGNc100Nq4PJ5XKHCGmdLmRGR0ZGRsbpykHioEKS84rkvCI8Dd3IY9/3j6SxtnrPi+X7NDAwwIte+lKiKKbb7VIuldBomo0GE2smyOXy5At5pJT0uj2kI5DCodVqkS8U0EpTLBVP6fPtuA2ekZERRkZGTujL7r//foA0xHT11VfzyU9+kgMHDqSv3XrrreRyOa644op0zEc/+lGCIEhzf2699VYmJydTw+rqq6/mX//1X1d816233sqVV165ak3IMjIyMjKefTzTWruHf8CfSI7dqV0Iu66bloz395s8mTiKuOsHd7Jx8yZazSYqUkRxxODgAEEU4AiXzeede9AnnbrjWLVA2l133cWf/Mmf8MADD7Bz507+6Z/+iXe+8528/vWvZ8OGDQBcd911XHzxxbzlLW/h/vvv57/+67/40Ic+xDve8Y408ehNb3oTuVyOt7/97Wzfvp2vfvWr/OEf/mFaoQVwww03sGvXLm666SZ+8pOf8Dd/8zd88Ytf5EMf+tBqHd4Zhu0Hk3mWMjIyznCUUuzZ9SR7dz1Js9mk1+vSarao1+vs3b2bbqdDvV6n1+tRq1Zpt1u0Wy263S7NZtO09+l26bTb/GTbdnY8+CCddpswDDiwfx+tVov9e/fQbDZNO4rDcnpXMx2O5Bmx/A9CUMjnqc7N89gjj9INAhCCAwcOMHVgGmFzdVa+7xQew2pVaW3dupV3v/vd/PSnP6XX67Fx40be+MY38uEPf5jiMnXi3bt38+53v/sQ4cHl4aZt27bxnve8h3vuuYfBwUFuuOEGPvaxjx0iPPiBD3wgFR787d/+7eMSHnyqWd4ZGSeDZ5s42+mA1ppOu21WmULgeR71xUVK5bJNzjdVKFEY4noeYJpiep5PHMfEUYRSRvQtl8vR7XZNN2sgiiKKpVL2e5wFRFHEnd/7Aa7jUqvNMzY+QbFcprZQJYpCBgYHePThRzjn3HNo1JuUyiXCKEJIwf69+9i4aSNjY+NU+ip8/47v4bgOa9dOEsUxvu+nhs7M9AwveslLGB07vfu8PR201kRhhHSkUYGW0ugCWcFbUyG8+ovprFv6cZIZPBnPFAeXb2Y8NZRS3P6ft1KqVPB9DyElczOzrFm3lk67jee5aA2tRoPzL7yQvr4+dmzfxrnnXUC1WmXnY4+lVYsjY6PMTk/jSPPvKI654vlXMTA4eCoPMeMZQClFu9VGo2k1mxSKRVzXpbZQpVguoWJFq9liYKgf0xgL9u7dy/jEOJ12m76+fgqFPAjB4uKi6WolBZ1ul3K5TKfdQToOvW6HsfHxZ0xU73RieQPqZ4LToiw9IyMj42QyNDpKfbFOGEa0223y+Tzzs3N0ez1KpRKNapVyfz/1xTpj4+MMDA2jtWZkZJjZqRnCKERrRT5fAMfBz+dNpUuvt6qS9hmnD0IISuUSsFL5f3nkYWh4aMV7Lrr4Irth5evLi2IG7P8rlcox9+FM9/CeroeVeXgsmYcnI+P0Julld/Dfl0TVSN3pMhFc06bBbiKElrxHSolSS/2KTCfnI8nlZ2ScXM50g+eZJvPwZGRknFGcUC6AWBJfO/i9mShnxqkiM3RODadG7jAjIyMjI+OsRbNSVyfjmSDz8GRkZKzgqSRVP9vGPNW+PscKNWgz6Khjnu7+HC3LIPMMZGScOJmHJyMj4xDm5+aOuj2OY/bt3XfUh7NWmvm5+aN+ThAEHNi//6hjut0uBw4ceYzWmiiKqFWrR/2cWrXK9IEDR/2chfk5pqemjnxcdszczMwRx2itmZmaOub+7Nuzm2ajcdhtCwtVdu18krnZWRYWFlis1QjD8BkXzctYHbReqmTKeObIDJ6MjIxDaDXbR3249no9pg4cII7jI3+IgGarddTvCYOQmenZo46Jwoip/VNHHbNYrTI7ffQx7Xab6amjj5mfW2B+9ujGnuN4uN7RS41nZmap1RaPOmZ2Zo76Yv3wG7Vmanqa+fkFHtr+ENu3P8TszNHnKePZR2bAPrNkVVqWrEorI8OQVDMdLUk48aq4rnvUMcf6HKUUURjh+d5Rx8RRjOsd/ruWV24d6bu01iilUEodcZ+11sRKwTLBtKMdExw5XBVFEUJIHOfwlV+JYJvjHl6YTSlNHEe2umxl5VkW1nr2k2lxnVyyKq2nQVYymHG2U68tEgYmhKKS5EptHrZKmQd+GIb4fn7ZuxIjAEwHZ03Q6xnhNbF8hN1s1VjDICTv+yTl5UqASo0K831hGOD7OfQKp7SNCwhJHEeoOMbzPfs9yoj3a+vG1sKoLccxnu/b4wKF1WcWAoExinQc43se6WEkpesAWhPHMUorPNezVWAgpGBpEERxCELjuY7VfxZoLc0xao3WEEUhQgocaW7DWuv085K/xFoxODacaQSdoWTPmGeW7CrKyMg4hH179/L4T39KZHsBaa3NQxuBxCHtvyZBCoGyD2tHSpTWKK2QQqJjBVKC0EghrLkSpwq2CE0UxXju8oe+8WoorHcDY6w4rkRZA8QVklhpQKHQaGX+uJ5j91UhRaLLI4iVQmht5P9dH40m0hqtBRpwhAQ0QmliFVsDQ6NQxvawmj4CiJVCK4V0HHNomPdqWwBvjEKF1sruDyh1cH9rQRiFSCERjnklMa6Sz5BC4OXzvPRnr80MnjOMzNA5NWRXUUZGxiFceMnFXHDRhYffqJe5a1YExPWhEqt62bjl7p0jNIvWycek2070waCXdu2goL047F90Gjo6eBfTEWLZvnHQIR36NUf8Tn2YaVr+gWkvIvu+zNjJyDg5ZFfSYcis74yzGSGE8V44zsoH+lNM91uuXnykbacLh+zjMqHCZ3ofTre5yVgdsvydU0dm8FiSk7BeP0LVREZGRsYqkBk8ZxeZwXPySZ7bx1qUZQaPpWH1MNavX3+K9yQjIyMjIyPjeGk0GvT39x9xe1aWblFKsX//fiqVylO2uuv1OuvXr2fPnj1ZKfsqkc3x6pPN8eqTzfHqk83x6nO6zrHWmkajweTkJFIeWV4w8/BYpJSsW7fuhN7b19d3Wv34ZyLZHK8+2RyvPtkcrz7ZHK8+p+McH82zk5ApLWdkZGRkZGSc8WQGT0ZGRkZGRsYZT2bwPA1yuRwf//jHyeVyp3pXzliyOV59sjlefbI5Xn2yOV59nu1znCUtZ2RkZGRkZJzxZB6ejIyMjIyMjDOezODJyMjIyMjIOOPJDJ6MjIyMjIyMM57M4MnIyMjIyMg448kMnhPkL//yL9m8eTP5fJ4rrriC733ve6d6l04Lvvvd7/K6172OyclJhBD8y7/8y4rtWms+8YlPMDk5SaFQ4BWveAU7duxYMabX6/He976XkZERSqUSr3/969m7d++KMdVqlbe85S309/fT39/PW97yFmq12ooxu3fv5nWvex2lUomRkRF+8zd/kyAIVuOwn1E+9alPcdVVV1GpVBgbG+MXfuEXePjhh1eMyeb56fFXf/VXXHrppanA2tVXX803vvGNdHs2vyeXT33qUwgheP/735++ls3x0+MTn/gEQogVfyYmJtLtZ+X86ozj5uabb9ae5+m//uu/1g899JB+3/vep0ulkt61a9ep3rVTzn/8x3/o3/3d39W33HKLBvRXv/rVFds//elP60qlom+55Ra9bds2/au/+qt6zZo1ul6vp2NuuOEGvXbtWn3bbbfprVu36muuuUZfdtllOoqidMzP//zP6y1btug777xT33nnnXrLli36+uuvT7dHUaS3bNmir7nmGr1161Z922236cnJSX3jjTeu+hysNq961av0l770Jb19+3b9wAMP6Ne+9rV6w4YNutlspmOyeX56fP3rX9f//u//rh9++GH98MMP649+9KPa8zy9fft2rXU2vyeTe+65R2/atElfeuml+n3ve1/6ejbHT4+Pf/zj+pJLLtEHDhxI/8zMzKTbz8b5zQyeE+D5z3++vuGGG1a8duGFF+rf+Z3fOUV7dHpysMGjlNITExP605/+dPpat9vV/f39+vOf/7zWWutaraY9z9M333xzOmbfvn1aSqm/+c1vaq21fuihhzSgf/jDH6Zj7rrrLg3on/70p1prY3hJKfW+ffvSMV/+8pd1LpfTi4uLq3K8p4qZmRkN6DvuuENrnc3zajE4OKi/8IUvZPN7Emk0Gvr888/Xt912m375y1+eGjzZHD99Pv7xj+vLLrvssNvO1vnNQlrHSRAE3HfffVx33XUrXr/uuuu48847T9FePTvYuXMnU1NTK+Yul8vx8pe/PJ27++67jzAMV4yZnJxky5Yt6Zi77rqL/v5+XvCCF6RjXvjCF9Lf379izJYtW5icnEzHvOpVr6LX63Hfffet6nE+0ywuLgIwNDQEZPN8sonjmJtvvplWq8XVV1+dze9J5D3veQ+vfe1r+dmf/dkVr2dzfHJ49NFHmZycZPPmzbzxjW/kiSeeAM7e+c2ahx4nc3NzxHHM+Pj4itfHx8eZmpo6RXv17CCZn8PN3a5du9Ixvu8zODh4yJjk/VNTU4yNjR3y+WNjYyvGHPw9g4OD+L5/Rv1OWmtuuukmXvKSl7BlyxYgm+eTxbZt27j66qvpdruUy2W++tWvcvHFF6c38mx+nx4333wzW7du5d577z1kW3YOP31e8IIX8Pd///dccMEFTE9P8wd/8Ae86EUvYseOHWft/GYGzwkihFjxb631Ia9lHJ4TmbuDxxxu/ImMebZz44038uCDD/L973//kG3ZPD89nvOc5/DAAw9Qq9W45ZZbeNvb3sYdd9yRbs/m98TZs2cP73vf+7j11lvJ5/NHHJfN8Ynz6le/Ov37c5/7XK6++mrOPfdc/u7v/o4XvvCFwNk3v1lI6zgZGRnBcZxDLNOZmZlDrNiMlSQVAkebu4mJCYIgoFqtHnXM9PT0IZ8/Ozu7YszB31OtVgnD8Iz5nd773vfy9a9/nW9/+9usW7cufT2b55OD7/ucd955XHnllXzqU5/isssu43Of+1w2vyeB++67j5mZGa644gpc18V1Xe644w7+7M/+DNd102PL5vjkUSqVeO5zn8ujjz561p7DmcFznPi+zxVXXMFtt9224vXbbruNF73oRador54dbN68mYmJiRVzFwQBd9xxRzp3V1xxBZ7nrRhz4MABtm/fno65+uqrWVxc5J577knH3H333SwuLq4Ys337dg4cOJCOufXWW8nlclxxxRWrepyrjdaaG2+8ka985SvcfvvtbN68ecX2bJ5XB601vV4vm9+TwLXXXsu2bdt44IEH0j9XXnklb37zm3nggQc455xzsjk+yfR6PX7yk5+wZs2as/ccfubyo88ckrL0L37xi/qhhx7S73//+3WpVNJPPvnkqd61U06j0dD333+/vv/++zWgP/vZz+r7778/Ldn/9Kc/rfv7+/VXvvIVvW3bNv1rv/Zrhy2FXLdunf7Wt76lt27dql/5ylcethTy0ksv1XfddZe+66679HOf+9zDlkJee+21euvWrfpb3/qWXrdu3bO+1FRrrd/1rnfp/v5+/Z3vfGdFyWm73U7HZPP89PjIRz6iv/vd7+qdO3fqBx98UH/0ox/VUkp96623aq2z+V0NlldpaZ3N8dPlgx/8oP7Od76jn3jiCf3DH/5QX3/99bpSqaTPqbNxfjOD5wT5i7/4C71x40bt+76+/PLL05Lgs51vf/vbGjjkz9ve9jattSmH/PjHP64nJiZ0LpfTL3vZy/S2bdtWfEan09E33nijHhoa0oVCQV9//fV69+7dK8bMz8/rN7/5zbpSqehKpaLf/OY362q1umLMrl279Gtf+1pdKBT00NCQvvHGG3W3213Nw39GONz8AvpLX/pSOiab56fHb/zGb6TX9+joqL722mtTY0frbH5Xg4MNnmyOnx6Jro7neXpyclL/4i/+ot6xY0e6/WycX6G11s+sTykjIyMjIyMj45kly+HJyMjIyMjIOOPJDJ6MjIyMjIyMM57M4MnIyMjIyMg448kMnoyMjIyMjIwznszgycjIyMjIyDjjyQyejIyMjIyMjDOezODJyMjIyMjIOOPJDJ6MjIyMjIyMM57M4MnIyMjIyMg448kMnoyMjIyMjIwznszgycjIyMjIyDjjyQyejIyMjIyMjDOe/x/tpYqxrbyXywAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from rasterio.plot import reshape_as_image\n", "\n", "fig, ax = plt.subplots(1,1)\n", "ax.imshow(reshape_as_image(section.read()), extent=[section.bounds[0],section.bounds[2],section.bounds[1],section.bounds[3]])\n", "interfaces.plot(ax=ax, aspect='equal', color='red')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The trace of the profile can also be plotted. The GeoDataFrame has to be converted to the matching Coordinate Reference System before plotting. In addition, the geological map is shown to visualize the location of the section on the map. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:17.999250Z", "start_time": "2021-01-03T09:43:17.985285Z" } }, "outputs": [ { "data": { "text/html": [ "
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idgeometry
0NoneLINESTRING (32344311.102 5718801.515, 32349696...
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" ], "text/plain": [ " id geometry\n", "0 None LINESTRING (32344311.102 5718801.515, 32349696..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trace" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:18.015269Z", "start_time": "2021-01-03T09:43:18.001253Z" } }, "outputs": [ { "data": { "text/plain": [ "0 51819.98\n", "dtype: float64" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trace.length" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:26.901007Z", "start_time": "2021-01-03T09:43:18.020258Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1)\n", "\n", "ax.imshow(reshape_as_image(gmap.read()), extent=[gmap.bounds[0],gmap.bounds[2],gmap.bounds[1],gmap.bounds[3]])\n", "trace.to_crs('EPSG:25832').plot(ax=ax, aspect='equal', color='red')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Extracting the real world coordinates from the cross section\n", "\n", "The extraction of the real world coordinates is performed in several steps:\n", "\n", "* Extracting the striking angle of the profile\n", "* Calculating real word coordinates for one LineString on the Cross Section\n", "* Calculating real word coordinates for LineStrings on the Cross Section\n", "* Extracting Coordinates from the cross section\n", "* Extracting XYZ from the cross section\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Extracting Striking angle of the profile\n", "\n", "Here, the strike angles of a LineString with multiple vertices is shown. For straight profiles with only two vertices, the function ``calculate_strike_direction_straight_linestring(..)`` can be used. The calculation shows that the first part of the profile is striking towards 143 degrees to the SE and the second part with 152 degrees to the SE. This can be confirmed when looking at the map." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:26.916611Z", "start_time": "2021-01-03T09:43:26.902988Z" } }, "outputs": [ { "data": { "text/plain": [ "[142.97370864998288, 152.47884465731576]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "angles = gg.vector.calculate_strike_direction_bent_linestring(linestring=trace.loc[0].geometry)\n", "angles" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculating real word coordinates for one LineString on the Cross Section\n", "\n", "The next step is to calculate the real world coordinates of one LineString located on the cross section. This function uses the previously calculated striking angle of each section of the line string and the distance of each digitized vertex to the origin to calculate the real world coordinates. This function is the extension of ``calculate_coordinates_for_point_on_cross_section(..)``. The results are stored as Shapely Point objects." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:26.948246Z", "start_time": "2021-01-03T09:43:26.918611Z" } }, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ,\n", " ]" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "points = gg.vector.calculate_coordinates_for_linestring_on_cross_sections(linestring=trace.loc[0].geometry,\n", " interfaces=interfaces.loc[0].geometry)\n", "points[:5]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the points\n", "\n", "The points can be converted to a GeoDataFrame and can be plotted. It can be seen that the extracted points are located exactly on the profile line/trace." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:26.964272Z", "start_time": "2021-01-03T09:43:26.950268Z" } }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " geometry\n", "0 POINT (32362328.620 5687417.302)\n", "1 POINT (32362290.388 5687490.677)\n", "2 POINT (32362256.058 5687556.565)\n", "3 POINT (32362217.827 5687629.941)\n", "4 POINT (32362172.574 5687716.793)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "points_gdf = gpd.GeoDataFrame(geometry=points)\n", "points_gdf.head()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.108298Z", "start_time": "2021-01-03T09:43:26.966253Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1)\n", "\n", "trace.plot(ax=ax, aspect='equal', color='red')\n", "\n", "points_gdf.plot(ax=ax,aspect='equal')\n", "plt.grid()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculating real word coordinates for LineStrings on the Cross Section\n", "\n", "The previous function can be extended to multiple LineStrings by providing a list of LineStrings." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.171307Z", "start_time": "2021-01-03T09:43:27.110285Z" } }, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ,\n", " ]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "points = gg.vector.calculate_coordinates_for_linestrings_on_cross_sections(linestring=trace.loc[0].geometry,\n", " linestring_interfaces_list=interfaces.geometry.to_list())\n", "points[:5]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the points\n", "\n", "The points can be converted to a GeoDataFrame and plotted. It can be seen that the extracted points are located exactly on the profile line/trace." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.187303Z", "start_time": "2021-01-03T09:43:27.172300Z" } }, "outputs": [ { "data": { "text/html": [ "
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geometry
0POINT (32362328.620 5687417.302)
1POINT (32362290.388 5687490.677)
2POINT (32362256.058 5687556.565)
3POINT (32362217.827 5687629.941)
4POINT (32362172.574 5687716.793)
\n", "
" ], "text/plain": [ " geometry\n", "0 POINT (32362328.620 5687417.302)\n", "1 POINT (32362290.388 5687490.677)\n", "2 POINT (32362256.058 5687556.565)\n", "3 POINT (32362217.827 5687629.941)\n", "4 POINT (32362172.574 5687716.793)" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "points_gdf = gpd.GeoDataFrame(geometry=points)\n", "points_gdf.head()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.347338Z", "start_time": "2021-01-03T09:43:27.188304Z" } }, "outputs": [ { "data": { "image/png": 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" ], "text/plain": [ " formation geometry X Y \\\n", "0 Massenkalk POINT (32362328.620 5687417.302) 32362328.62 5687417.30 \n", "1 Massenkalk POINT (32362290.388 5687490.677) 32362290.39 5687490.68 \n", "2 Massenkalk POINT (32362256.058 5687556.565) 32362256.06 5687556.57 \n", "3 Massenkalk POINT (32362217.827 5687629.941) 32362217.83 5687629.94 \n", "4 Massenkalk POINT (32362172.574 5687716.793) 32362172.57 5687716.79 \n", ".. ... ... ... ... \n", "409 dem-eH POINT (32367071.249 5678315.003) 32367071.25 5678315.00 \n", "410 dem-eH POINT (32367025.837 5678402.159) 32367025.84 5678402.16 \n", "411 dem-eH POINT (32366980.426 5678489.316) 32366980.43 5678489.32 \n", "412 dem-eH POINT (32366918.986 5678607.233) 32366918.99 5678607.23 \n", "413 dem-eH POINT (32366881.588 5678679.009) 32366881.59 5678679.01 \n", "\n", " Z \n", "0 -515.60 \n", "1 -606.78 \n", "2 -667.57 \n", "3 -684.46 \n", "4 -654.06 \n", ".. ... \n", "409 -1871.63 \n", "410 -1836.95 \n", "411 -1842.73 \n", "412 -1912.10 \n", "413 -1993.03 \n", "\n", "[414 rows x 5 columns]" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf = gg.vector.extract_interfaces_coordinates_from_cross_section(linestring=trace.loc[0].geometry,\n", " interfaces_gdf=interfaces)\n", "gdf" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Extracting XYZ from the cross section\n", "\n", "All the above steps are collected in a final function to extract the real world coordinates from the cross section. An additional column for the name of the profile needs to be provided so that coordinates for multiple profiles can be calculated." ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.474539Z", "start_time": "2021-01-03T09:43:27.461366Z" } }, "outputs": [], "source": [ "trace['name'] = 'Profile1'\n", "interfaces['name'] = 'Profile1'" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.888633Z", "start_time": "2021-01-03T09:43:27.492544Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationnamegeometryXYZ
0MassenkalkProfile1POINT (32362328.620 5687417.302)32362328.625687417.30-515.60
1MassenkalkProfile1POINT (32362290.388 5687490.677)32362290.395687490.68-606.78
2MassenkalkProfile1POINT (32362256.058 5687556.565)32362256.065687556.57-667.57
3MassenkalkProfile1POINT (32362217.827 5687629.941)32362217.835687629.94-684.46
4MassenkalkProfile1POINT (32362172.574 5687716.793)32362172.575687716.79-654.06
.....................
409dem-eHProfile1POINT (32367071.249 5678315.003)32367071.255678315.00-1871.63
410dem-eHProfile1POINT (32367025.837 5678402.159)32367025.845678402.16-1836.95
411dem-eHProfile1POINT (32366980.426 5678489.316)32366980.435678489.32-1842.73
412dem-eHProfile1POINT (32366918.986 5678607.233)32366918.995678607.23-1912.10
413dem-eHProfile1POINT (32366881.588 5678679.009)32366881.595678679.01-1993.03
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414 rows × 6 columns

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" ], "text/plain": [ " formation name geometry X \\\n", "0 Massenkalk Profile1 POINT (32362328.620 5687417.302) 32362328.62 \n", "1 Massenkalk Profile1 POINT (32362290.388 5687490.677) 32362290.39 \n", "2 Massenkalk Profile1 POINT (32362256.058 5687556.565) 32362256.06 \n", "3 Massenkalk Profile1 POINT (32362217.827 5687629.941) 32362217.83 \n", "4 Massenkalk Profile1 POINT (32362172.574 5687716.793) 32362172.57 \n", ".. ... ... ... ... \n", "409 dem-eH Profile1 POINT (32367071.249 5678315.003) 32367071.25 \n", "410 dem-eH Profile1 POINT (32367025.837 5678402.159) 32367025.84 \n", "411 dem-eH Profile1 POINT (32366980.426 5678489.316) 32366980.43 \n", "412 dem-eH Profile1 POINT (32366918.986 5678607.233) 32366918.99 \n", "413 dem-eH Profile1 POINT (32366881.588 5678679.009) 32366881.59 \n", "\n", " Y Z \n", "0 5687417.30 -515.60 \n", "1 5687490.68 -606.78 \n", "2 5687556.57 -667.57 \n", "3 5687629.94 -684.46 \n", "4 5687716.79 -654.06 \n", ".. ... ... \n", "409 5678315.00 -1871.63 \n", "410 5678402.16 -1836.95 \n", "411 5678489.32 -1842.73 \n", "412 5678607.23 -1912.10 \n", "413 5678679.01 -1993.03 \n", "\n", "[414 rows x 6 columns]" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf = gg.vector.extract_xyz_from_cross_sections(profile_gdf=trace,\n", " interfaces_gdf=interfaces)\n", "gdf" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.894634Z", "start_time": "2021-01-03T09:43:14.007Z" } }, "outputs": [ { "data": { "image/png": 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epMwXm2LcW9PxXChBh9vnMf7EX2r7hHx7QHsdJEQLKGQ0SMDnYenbLZmyG/bumN3lIwDAlKMbEXQnkanPzJFj/Iaz2uoiIRpHIaNhvVo6I6w5+37TFr8wbPYNg4BTYNmuxbDLe8rUH0nO0mYXCdEoChkt+H1kW7Qssb42AMzu8iGu2zVCg7ynWLZrMfiKYrX9aHyGGAMKGS3ZOi6EmeiqQGSCcX1nIE9kgvZ3EvHx8Wi1fT5Yd0Z7HSREQyhktETA52FZqfebbtq5YmbX8QCAj49Fo/3tC0z96TtPaX1tYvAoZLSoz+vO8HdmPzbt8HkDf/p3AR8clu1ajAY5j5n6X+PotjYxbBQyWrZzYijcbUyYsjlhHyDJ3h12+dlYXsb4zMioBG12kZBaRSGjAwenvQlxiflnZCIJxr01A7liUwTeu4w+lw8z7U+kPqHVKInBopDRAQGfhx8Gt2TKUm2csTz4bQDAxPiN4MnlTP3UzRfoJUpikChkdES5ImVLpuyP13sh07w+XLIz4RYby9QVyBU4nkLPzxDDQyGjQ71aOqOXn6Nqu0Bkorqaabp5M0zkBUz7D9bTLW1ieChkdGzZkADwSzxAE92iK9KsGsDk6VMMPcuurZ1fqMCOM2la7iEhNUMho2MCPg/9WjqptuUCEX4MHQIAeP/EFljI8pn2U7depLEZYlAoZPTAwgEtmO2dvm8gx9kZ9Z/nYMzpHUydggONzRCDQiGjB8RCPuzMRartYr4A14Yor2bGnt6uNgH53F20ygExHBQyemJxqauZB8HBuNrQA/UKn+PDk1uYupRHefTcDDEYVQqZOXPmgMfjMV8ODg7lth81apRaex6PBx8fH1WbK1euYMCAAXB3dwePx8PSpUurfTCGrEOzBswLlODzsbTjMADAyHP/qL1uQM/NEENR5SsZHx8fpKenq74uXbpUbttly5Yxbe/duwcbGxsMHDhQ1SY/Px8eHh745ptvKgwsYyfg87B8cABTdsSzNc46NYNpkQwTSs2iR8/NEENR5ZARCoVwcHBQfdnb25fb1srKiml75swZPH36FKNHj1a1adOmDRYvXozBgwdDIpFU7yiMRK+WTmjlZv2ygMfD4o4jAACDL+6HS3YG037bObqdTfSfsKo7JCcnw8nJCRKJBIGBgViwYAE8PDwqtW9UVBTCwsLg5uZW5Y6WJpPJIJPJVNtSqXJwVC6XQ17qkXxDsuHdNmj39X4AgITP4XxjPxxzb4n2ty9gyvGN+KLXZFXby/efGvSx1oYXx1/Xz8OrlHeetHHeqhQygYGBWLt2Lby8vJCRkYH58+cjODgYV65cga2tbYX7pqenY+/evdi4cWONOvzCwoULMXfuXLXymJgYmJmZlbGH4ZjbSvm/81orp3gosh4KfHYB/S8fgvV7byHX1fW/ljnYs2dP2T+kjokt9RoGKVvp85Sfn19Oy9rD4ziu2qOHeXl58PT0xGeffYapU6dW2HbhwoWIjIzEgwcPIBaLy2zj7u6OyZMnY/Lkya/83WVdybi6uiIrKwuWlpYV7Kn/8gsKcfjfA5h9hg+ZQjkc/NOW+Qi7kYC9zdpjcv/pTPtzs8KZt7rrErlcjtjYWISHh0MkEr16hzqqvPMklUphZ2eH7Oxsjf27qfLHpZLMzc3h5+eH5OTkCttxHIdVq1Zh+PDh5QZMVUkkkjLHcEQikcH/sb24DpMpeJAVK0NmcchwvHnjFLpfO4YfH9zClYaeqvZj157Dnx8E6aCn+sMY/n/XhtLnSRvnrEb/+ZPJZEhKSoKjo2OF7Y4cOYKUlBSMGTOmJr+uzmnuUE/1/XV7d+z0Vi5/+0ncOqYdzTdD9FmVQmbatGk4cuQIUlNTkZCQgIiICEilUowcORIAMGPGDIwYMUJtv6ioKAQGBsLX11etrrCwEBcuXMCFCxdQWFiI+/fv48KFC0hJSanmIRmPPi2cmO3vQ95BEY+PN2+dQas0du7fT7fQO01EP1UpZNLS0jBkyBA0bdoU/fv3h1gsxsmTJ1V3i9LT03H37l1mn+zsbGzdurXcq5gHDx4gICAAAQEBSE9Px5IlSxAQEICxY8dW85CMx9ttGjEP6N2p74S//MMBAJ/GrQVKDKflFRZjUvR5LfeQkFer0phMdLT6sh0lrVmzRq3MysqqwhFsd3d31GDs2aiJhXz08nfArsSHqrLlwYMx4PJBtLt3GSG3L+Bo45cP8O1OTEcP33T08K/44ysh2lQ3b0kYkKWDX4dJiTtH6Zb22NCyBwD1qxkAmPoXvW5A9AuFjJ4T8Hn4bhD78uSKoIHIE5mgxcNkdEk+ydQVFClwnJa5JXqEQsYA9PB3YqaCyDKvj9Wt+wAApsavV1tCZet5et2A6A8KGQPRzZcdZ/mtbX9IJeZolnUHvZPimLqzd55os2uEVIhCxkDM7OnNbEtNLPBL4AAAwJSjGyEsLlLV3XtagLF/nNZq/wgpD4WMgTAVC9C5mR1TtqZVbzwys4b7s3REXDrA1B1IysTX/9A62kT3KGQMSNSoQNhZvBybyRebYkWQcm6ej49HQ1JUyLRfGU/raBPdo5AxMMuHtGK2N7bsjgf17OCUk4V3zu9Vaz9j60VtdY2QMlHIGJi2jW1gU+JOk0woxg/BgwEA407+BbPC50z7Hecf0HMzRKcoZAyMgM/D/L7sO2Bb/MKQWt8RdvnZGH1mJ1NXDODHf+k9MKI7FDIGqIe/E9xsTFXbRQIhvg95BwDwwaltsCzIZdqvPpZKVzNEZyhkDNSwdu7M9q7mHZBk7w5LWR4+SNjK1D17LsepVHp2hugGhYyBGhnszmxzPD6+C1UuoTL67E7Y5T1l6n+Pv6mtrhHCoJAxUGIhH0Ee9Zmy2NcCccHRC2ZyGcaXWkLl4LVHWLiHnpsh2kchY8D+eLcdW8DjYXEH5aRhQy/shZM0k6n+NY6emyHaRyFjwMRCPj7o0JgpO+bWAica+UFSXISJx9Tn/5mxLVFb3SMEAIWMwZvRw5sNGh4Pi0OVVzMDLx2A+5P7TPtt5+7TnSaiVRQyRmBGD2/09X85H/A5l+Y46NkGQk6BKUfZda44AMtib2i5h6Quo5AxEhGtXZjtyNDhAIC+SUfQLDOVqVt+KIWuZojWUMgYieDX7CAoMev41YYe2N0sFADwSfx6pi0HYGnsdS32jtRlFDJGQsDn4a2A0kuoDEUxj4/wlAS0fMCGyvJDN+lqhmgFhYwRWdifnQv4pq0rtvm8CQCYFrdWrf3SGLqaIZpHIWNExEI+mjtYMGXLQoagkC9EyJ2LCLrD3r7+NZ7eaSKaRyFjZLaNC2G206wa4s+WXQH8dzVTYgmVwmIFvdNENI5CxsiYigVwtjZhyn4MehvPhRK0enANb95k5/49cPUhCNEkChkjdGBqJ2b7kYUN/mjVCwAwLX4deNzLVwuijt3Gvsvp2uweqWMoZIyQqViAsOb2TNkvgQMgFZvBOzMVPa8dZerm7rpKYzNEYyhkjNTvI9vC38VStf3M1BK/t+0HAJhydAMEJRaES88uoLEZojEUMkZs54RQjGjXSLW9qnVfPDG1hOeT++h/+V+mbWZOgba7R+oIChkj193v5QN6uRIzrGgXAQCYdGwjxEVyVZ2duUTrfSN1A4WMkWvb2AaOViZ48cbBuoCeeGhhAxfpIwy+uE/V7pPNF2kAmGgEhYyRE/B5+Kq3colbHgCZSIIf/1tCZeKJTTAtVH5MypAW4KP15yhoSK2jkKkDuvk64udhr6OhpfIj0Sb/cNy1agj7vGcYeW43AOVLkwDdaSK1j0Kmjujm64jIQS0BAHKBCEtDhgIAPkzYgnqyPADKoKE7TaS2UcjUIVm5MtX3O7w7IdnWFdYFuRh7ajvTju40kdpEIVOHNKj38nUDBV+AyP+WUBlz5m/Y5Ger6uhOE6lNFDJ1SOk7Tfu8gnGpoScsCp/jw5NbVO3oThOpTRQydUjpO03g8bDkvyVURp7bjYY5WQDoThOpXRQydUzpO01HGr+OUy7ekBTLMfH4JgB0p4nULgqZOqjknaaSVzNvJ8bA9Zly6ge600RqC4VMHVXyTtMpV18cafw6RIpiTD66gWn3MPu5trtGjAyFTB1V8k4TACz5bwmVflcOo8mjO6ryef8k0dgMqREKmTqq9J2mS45NsNcrGHxwmFriauZpXiENApMaoZCpo0reaXrhu5B3oAAP3W8ch196MgAaBCY1RyFTh72402RjLgIAJNu7YYdPJwDKaTpfoEFgUhMUMnVcN19HzO7lo9pe2n4o5HwBOqaeQ5t7l5m29LoBqQ4KGQIHy5eDwHfrO+Iv/3AAwKelllApPVhMSGVQyBC1QeAfggdDJhChbdpVdEw9Bx4ARysTtG1so8tuEgNFIUPUXjfIqGeHta/3BPByQbiventDwOdV8FMIKRuFDAHwchDYwUr5kejndgORKzaFX8ZNbHN4iG6+jjruITFUQl13gOiPbr6OCPd2wKnUJ8jMKcAzbhwsfoxEy5Xf4UTPPsjMl6NBPeXHJrqqIZVFIUMYAj4PQZ62yo35s1G4NgripCT8NfVbbPd9E4ByfOar3t50dUMqhT4ukXLtu5eP7wP6AlAuCCcqVi6h8jCbpoIglUchQ8pUrOAwd9dVrHm9Nx6ZW6NRdgYGJcYCoKeASdVQyJAynUp9gvTsAjwXm+DHoLcBABOPR0MiV769TU8Bk8qikCFlKvl0758tuiHN0h4OuU8w/Pw/5bYjpCwUMqRMJZ/uLRSKsKz9EADAuJNbYCHLV9XRpOPkVShkSJlKPwW8zbczbto4w+a5FO+e+VvVjiYdJ69CIUPKVPop4GK+AN+HvAMAGHtqO6ye5wCgScfJq1HIkHKVnnT8n2YhuNqgMSwL8/FhwlYAygFgDsCcnVfoThMpE4UMqVDJScc5Hl81Teeos7tgn/vyztJDqQw//puiiy4SPUchQ16p5KTj/3q2wTmnpjAtkmH8ib+Ydt8fuEEfm4gaChnySsw8MjweFv+3hMrQC/vgkp3BtKUH9EhpVQqZOXPmgMfjMV8ODg7lth81apRaex6PBx8fH6bd1q1b4e3tDYlEAm9vb2zfvr2cn0h04cWdphdOuLXAUbcWECuK8PGxP5m29IAeKa3KVzI+Pj5IT09XfV26dKnctsuWLWPa3rt3DzY2Nhg4cKCqzYkTJ/D2229j+PDhuHjxIoYPH45BgwYhISGhekdEal1Zk46/WBBuwOV/4fE4jamjB/RISVUOGaFQCAcHB9WXvb19uW2trKyYtmfOnMHTp08xevRoVZulS5ciPDwcM2bMQLNmzTBjxgx07twZS5curdYBEc3o5uuIKWFNVNsXnJoi9rW2EHAKZgkVgKbpJKwqT/WQnJwMJycnSCQSBAYGYsGCBfDw8KjUvlFRUQgLC4Obm5uq7MSJE5gyZQrTrmvXrq8MGZlMBpns5YCkVCoFAMjlcsjl8koejX560X99O44PQt2x9cxdZPx3pbK80zCEp5xCr2vxWNk+AtcbeqChpQkCXOppre/6eq70TXnnSRvnrUohExgYiLVr18LLywsZGRmYP38+goODceXKFdja2la4b3p6Ovbu3YuNGzcy5Q8fPkTDhg2ZsoYNG+Lhw4cV/ryFCxdi7ty5auUxMTEwMzOr5BHpt9jYWF13Qc0nzUtuNULa9VC4xMfj14vrkDBrFoA87N+3V+v90sdzpY9Kn6f8/PxyWtaeKoVM9+7dVd/7+fkhKCgInp6e+OOPPzB16tQK912zZg2sra3x1ltvqdXxeOwsaxzHqZWVNmPGDOZ3SqVSuLq6okuXLrC0tKzE0egvuVyO2NhYhIeHQyQS6bo7ag4kZeCbvdfwUFoAd+938M/RY3A4cwYNpEDrwT202hd9P1f6orzz9OITgCbVaGY8c3Nz+Pn5ITk5ucJ2HMdh1apVGD58OMRiMVPn4OCgdtWSmZmpdnVTmkQigUSi/nKeSCQymj82fT2W7v4u6OLrrJqm8/GTeDTcvAFBq5YCw/oAr/gPhCbo67nSN6XPkzbOWY2ek5HJZEhKSoKjY8XTMB45cgQpKSkYM2aMWl1QUJDaJVxMTAyCg4Nr0jWiYS+m6ezb0hkNlywAxGLg8GHg4EFdd43omSqFzLRp03DkyBGkpqYiISEBERERkEqlGDlyJADlR5gRI0ao7RcVFYXAwED4+vqq1U2aNAkxMTH49ttvce3aNXz77bc4cOAAJk+eXL0jItrXqBHw4YfK72fOZBaEI6RKIZOWloYhQ4agadOm6N+/P8RiMU6ePKm6W5Seno67d+8y+2RnZ2Pr1q1lXsUAQHBwMKKjo7F69Wr4+/tjzZo12LRpEwIDA6t5SEQnvvgCMDMDTp3Ctd824O8L93Hi5mN6+pdUbUwmOjq6wvo1a9aolVlZWb1yBDsiIgIRERFV6QrRNw0b4ubQMfD8fTm42bMxefQP4Hh81DMRYkE/P/Ru4aTrHhIdoXeXSK3Ydzkd/c3bQyoxR/NHt9E7KR4AkFNQhIl/nsfYP07ruIdEVyhkSI29WNkg28QCv7XtBwCYcnQ9hMVFqjYHkjIx9o9Tuuoi0SEKGVJjL1Y2AIDVrfogy8wKjZ+mY8Bl9k7TgaRH2H3hvi66SHSIQobUWMkXIvMkZvi5nfIF2I+PRUNSVMi0/XjTBRoMrmMoZEiNlX4hcn1ADzyoZwfnnEcYeoF9xUDBAUtjrmuze0THKGRIjbVtbIN6Ji9vVMqEYiwPHgwAGHdiM8wKnzPtlx++SVczdQiFDKkxAZ+HBf38mLLNfmG4be0I+/xnGHV2l9o+4zee1Vb3iI5RyJBa0buFE+qbvXwPpkggxPchQwEAHyRshWVBLtN+3+UMFBYptNpHohsUMqTWLB3Yktne1bwDrts1gpUsD++dUp9SdfrWi1rqGdElChlSa0KasrMkKvgCfBc6DADw7pm/YZv3jKnfdv4Bjc3UARQypNYI+DxMeMOTKdvfJAgXHZrAXF6AcSc3q+0TseKotrpHdIRChtSqKeFNwcwmw+NhSQflgnDDzu+Bo/QR0/58mhTPC4u110GidRQypFYJ+DwsHxzAlMW7B+Ckqy8kxXJMPK7+ku0H685oq3tEByhkSK3r1dIJztZlLwg3KDEWbk8fMO3jkrNobMaIUcgQjTgwtROzfdbFG4c8WkHIKTCl1BIqABDxM43NGCsKGaIRpmIB3GxMmbIlocqxmT5X4+D16DZTd/4ejc0YKwoZojEL+vkz21ccXsM/TduDDw6fxK9Xax/8zQFtdY1oEYUM0Zh2nrYQlfoL+y5kGIp5fHRNPokWD9gXJZ/mFyG3oAjEuFDIEI0R8HlYUuop4Jt2rtju8wYAlHk102PZEW10jWgRhQzRqL4BznCox661tbT9EBTyhehw+zza3U1k6u4+LaB3mowMhQzRuLjPOzPbadYOiG7RFQAwLW6d2hIqbebHaK1vRPMoZIjGiYV8tHWzZsp+DBqEAqEYre8nodMt9mG87IJibD+bpsUeEk2ikCFasf69IGY7s54t/ni9FwDg07h14HHsR6Qpmy/SA3pGgkKGaIVYyEdg4/pM2S+BA5AjNoVP5i10v35cbR+aptM4UMgQrVk3ph2z/dTMClFt3gKgvNMkULAP4/1I03QaBQoZojViIR9dvRsyZb+36YenJvXg+SQN/a4cYuo4AMdTsrTYQ6IJFDJEq1YMa8Vs50rM8HM75RLFk49uhLhIztR/uoVmzzN0FDJEqwR8Hvq1dGTK1r7eE5nm9eEizcTbifuZuodSGb7+56o2u0hqGYUM0bpvI1oy2wUiE/zw3xIqE49vgom8gKlfGZ9KD+gZMAoZonViIR9j2zdmyja16IJ7Vg3RIO8pRpz7R22fHkvpdQNDRSFDdGJWb29YllgQTi4QYWl75RIqH53cgnqyPKZ9SlY+TQVhoChkiM5MfLMJs73dpxNSbFxQvyAHY07vUGv/1o/xWuoZqU0UMkRnRga7M9sll1AZe3oH6udnM/XXM/NobMYAUcgQnREL+Xi3vTtTtrdpMC439IRF4XN8mLBVbR8amzE8FDJEp77s7QMT4ctFVDgeH0v+u5oZeW43GuQ8ZtrT2IzhoZAhOndmVhdm+7BHa5x29oZJUSEmntik1p7GZgwLhQzROQsTIcSCEkvClVgQbvDF/XB99pBpT2MzhoVChuiFqWFezHZCIz/EuQdApCjG5GMb1dp3X3pYSz0jNUUhQ/TCu6EeamUvrmbeunIYnln3mLqbWc9pbMZAUMgQvSAW8tHVh31DO9HRC/ubtIOAU2DqUfVJx8esStBW90gNUMgQvbHinVZqZZGhw6AADz2vH4PPwxSm7vjtpzTfjAGgkCF6Q8Dn4ftBLZmyG/bu+Nu7IwBgWvw6tX1GRp3URtdIDVDIEL3S73VnlHhsBgCwNGQoinh8vHHrLFqnXWHqLtyXarF3pDooZIjeOTUznNm+U98Jf/krn6X5tIwlVADQxyY9RiFD9I6NhRhmYvZP84fgwZAJRAi8dxmht8+r7fPrkRS1MqIfKGSIXrrwZVdm+6GlHdYH9ABQ9oJwPx+5RVczeopChuglsZCP5g4WTNmKdgORJzJBi4fJ6Jp8gqnjABy98UiLPSSVRSFD9Na2cSHM9mNza6xq3RcAMDV+PfilllBZsJfmAtZHFDJEb5mKBfBqwF7NrGzbD9kSczTNuos+SXFM3fWMPPrIpIcoZIhe2/1xKLMtNbHAr4EDAABTjm6AsLiIqf9441mt9Y1UDoUM0WtiIR9t3ayZstWt+uCRmTXcnj3EgIuxTN0/lzOwJzFdiz0kr0IhQ/Te+veCmO3nYhP8FDQIADDu2CbwCwuZ+gl/nqOPTXqEQoboPbGQj3aNbZiyjS274349ezjkPIb7vn1MnYIDJtLHJr1BIUMMwtoxgcx2oVCEH9orF4Tz2rIF5rJ8pn7P5Qya2EpPUMgQg1DW1cxW385ItXGCRCrFiNO71PaZsY3W0dYHFDLEYJS+mikSCLE8VLkg3JiEbbB6nsPUbzv3gMZm9ACFDDEYYiEfPXwdmLI93qHIdnNDPVk+PjjFLqHCAfjh4A0t9pCUhUKGGJTlQ19ntjkeH9feeQcAMOrsLtjnPmXqfziYQlczOkYhQwyKgM/DgNedmbKHbdrgopMXzOQyjDv5F1PHgR7Q0zUKGWJwFvb3Zwt4PHzXcQQAYOiFvXCSZjLV/9CdJp2ikCEGRyzko6efI1N2snELHG/kD0lxET4+Fq22T/DCGG11j5RCIUMM0g9DAiAo9df7YgmViEsH0PjJfaYuK68YuQXse05EOyhkiEES8HlYNiiAKTvn3BwHPNtAyCkw5egGtX1az6OrGV2gkCEGq1dLJwhL/QV/F6q8mumTFIfmmbeYuoJiDtn5cm11j/ynSiEzZ84c8Hg85svBwaHCfWQyGWbOnAk3NzdIJBJ4enpi1apVqnq5XI7//e9/8PT0hImJCVq0aIF9pd5FIaQ8+yd1YravNvTArmbK6SGmxqsvCBe4IFatjGiWsKo7+Pj44MCBA6ptgUBQYftBgwYhIyMDUVFReO2115CZmYmiopefjWfNmoX169dj5cqVaNasGfbv349+/frh+PHjCAgIqOAnEwI0tJKolX0f8g56XD+G8JRTCLh/Deedm6nqCoo45BYUwcKkyn/6pJqq/HFJKBTCwcFB9WVvb19u23379uHIkSPYs2cPwsLC4O7ujrZt2yI4OFjVZt26dfjiiy/Qo0cPeHh44KOPPkLXrl0RGRlZvSMidd4tWxds8e0MAJgWv1atvseyI9ruUp1W5ThPTk6Gk5MTJBIJAgMDsWDBAnh4qC+WDgA7d+5E69atsWjRIqxbtw7m5ubo06cP5s2bB1NTUwDKj1MmJibMfqampjh69GiF/ZDJZJDJZKptqVS5yJdcLodcbtifu1/039CPQxtenKNGViLczX55vn7pMBj9rhxC+zuJ6Hj3Ak42bqGqy5A+R95zGcSlB3SMWHl/U9r4G+NxXBkrZZVj7969yM/Ph5eXFzIyMjB//nxcu3YNV65cga2trVr7bt264fDhwwgLC8OXX36JrKwsjBs3Dm+++aZqXGbo0KG4ePEiduzYAU9PTxw8eBB9+/ZFcXExEyKlzZkzB3PnzlUr37hxI8zMzCp7SMSI+f32Gzz27METLy/Ef/stwOO9eqc6Jj8/H0OHDkV2djYsLS018juqFDKl5eXlwdPTE5999hmmTp2qVt+lSxfEx8fj4cOHsLKyAgBs27YNERERyMvLg6mpKR49eoT33nsPu3btAo/Hg6enJ8LCwrB69Wrk5+er/cwXyrqScXV1RVZWlsZOlrbI5XLExsYiPDwcIpFI193RayXP1YBfTuLW45d/M3a5T3FgxViYFhXiw4GzcahJW2bfM1+EwURc8ZiisSjvb0oqlcLOzk6jIVOj0S9zc3P4+fkhOTm5zHpHR0c4OzurAgYAmjdvDo7jkJaWhiZNmsDe3h47duxAQUEBHj9+DCcnJ0yfPh2NGzeu8HdLJBJIJOqDfiKRyGj+YRrTsWiaSCTC3x93gtesvaqy+6Y2WNOqDz5K2IJJh9dhf+M24HgvPyL5zTuI29/01EV3dab035Q2/r5q9KFUJpMhKSkJjo6OZda3b98eDx48QG5urqrsxo0b4PP5cHFxYdqamJjA2dkZRUVF2Lp1K/r27VuTrpE6qKypIH4JHACp2AzNH91Gr6R4tX1GRB3XVvfqrCqFzLRp03DkyBGkpqYiISEBERERkEqlGDlyJABgxowZGDFihKr90KFDYWtri9GjR+Pq1auIi4vDp59+infffVc18JuQkIBt27bh1q1biI+PR7du3aBQKPDZZ5/V4mGSuqL0VBDZpvWwsm0/AMDkYxshKLUgXFzyUzwvZMtI7apSyKSlpWHIkCFo2rQp+vfvD7FYjJMnT8LNzQ0AkJ6ejrt376raW1hYIDY2Fs+ePUPr1q3xzjvvoHfv3vjhhx9UbQoKCjBr1ix4e3ujX79+cHZ2xtGjR2FtbV07R0jqFAGfh34t2CvrVa374rGpJTyf3Ef/ywfV9glcQK8baFKVxmSio9Xfbi1pzZo1amXNmjVDbGz5T1l27NgRV6/S8qKk9nw7sCW2X3y59lKexAwr2g3E7ENRmHTsT/zt/QYKhSUGPwsU9ICeBtWdBwVInSEW8uFlzz7GsD6gBx5a2MBF+ghDLqq/tjL4Nxqb0RQKGWKU/p7YgdmWiSRYHqxcQmXC8U0wLSxg6i8/yKFpOjWEQoYYJVOxAB62pkzZX/7huGPtAPv8Zxh1Tn0Jlc5L/tVW9+oUChlitPZN6cRsywUiLG2vXELlg4StsCzIZepvPymgia00gEKGGC2xkI+27tZM2d/eHXHDthGsC3Ix9tR2tX26fU8vT9Y2Chli1NaPDWK2FXwBIkOHAQDGnPkbtnnPmPq07AKadLyWUcgQoyYW8tHVuyFTtt8rCIkOr8FcXoCPTm5W22f6VlretjZRyBCjt2JYK7aAx8OS/6bpHH5+DxykWUz1tvO0vG1topAhRk/A5yEygl2rKa7x60hw8YGkWI6JJ9QfMu0ceUhb3TN6FDKkThjQ2hVmohJ/7jyeagmVQYmxaPQ0nWl/+/FzutNUSyhkSJ1x4auuzPZpV18cbtwKIkUxJh/bqNZ+UvQ5bXXNqFHIkDpDLOSjuYMFU/biauatK4fh9eg2U5d4X6qtrhk1ChlSp2wbF8JsX3Z4DXu8gsEHh6mlFoSTCGm6ztpAIUPqFFOxAJ527MuT34UOgwI8dLtxAv7pN1TlQ9s00nb3jBKFDKlz9k7uyGyn2DXCdp9OAIBpcetU5WM7eGqzW0aLQobUOWIhHx90YOeQXhryDuR8ATrcPo+29y7jgw6N69SSKZpEZ5HUSTN6eDNBc8/aAZv8uwAAIi/+hRndm+uqa0aHQobUWTN6eOPG/O6Y3bM5RgS5QTB7FjgTE7heOQfQeuy1huYbJHWaWMjHmNASK6COHw9ERgIzZwJduwJ8+u9wTdEZJKSk6dMBCwvg/Hlg2zZd98YoUMgQUpKdHfBiNdQvvwSKabmUmqKQIaS0qVOB+vWBpCRgw4ZXtycVopAhpDQrK+XHJgD46iugsFC3/TFwFDKElGXCBMDBAbh9G4iK0nVvDBqFDCFlMTNT3mECgHnzgPx83fbHgFHIEFKe994D3NyA9HRgxQpd98ZgUcgQUh6JRDkmAwDffANIaeqH6qCQIaQiw4cDTZsCjx8D33+v694YJAoZQioiFAL/+5/y+8hIZdiQKqGQIeRVIiKAFi2AnBxg0SJd98bgUMgQ8ip8PvD118rvly9XDgSTSqOQIaQyevQAgoKA589fBg6pFAoZQiqDx3sZLr/9pnxIj1QKhQwhlfXGG0BYGCCXA3Pn6ro3BoNChpCqeHE1s3YtcO2abvtiIChkCKmKtm2Bvn0BhUI5FQR5JQoZQqpq3jzlGM3mzcrJrUiFKGQIqSo/P2DwYOX3s2bpti8GgEKGkOqYOxcQCIA9e4Djx3XdG71GIUNIdTRpAowerfz+iy8AjtNtf/QYhQwh1TV7NiAWA0eOAAcO6Lo3eotChpDqatQI+Ogj5fczZ9LVTDkoZAipiRkzlLPonT4N/P23rnujlyhkCKmJhg2ByZOV38+eTUuolIFChpCamjZNucLB5cvApk267o3eoZAhpKbq1wc+/VT5/ZdfKt9tIioUMoTUhkmTAHt74OZNYM0aXfdGr1DIEFIbLCyUz8sAyuk6Cwp02x89QiFDSG358EPAxQVISwN++UXXvdEbFDKE1BYTk5dvZi9YAOTm6rY/eoJChpDaNGoU4OkJPHoELFum697oBQoZQmqTSPRyCZXFi4GnT3XbHz1AIUNIbRs8GPD1BbKzgSVLdN0bnaOQIaS28fnA/PnK75cuBTIydNodXaOQIUQT+vRRTtWZnw8sXKjr3ugUhQwhmsDjvbya+fln4O5d3fZHhyhkCNGUsDCgUyegsFA5L3AdRSFDiKaUXBBu9WogOVm3/dERChlCNCk4WLnEbXEx8NVXuu6NTlDIEKJpL8ZmoqOBxETd9kUHKGQI0bSAAGDgQOX0nLNn67o3WkchQ4g2/O9/yudndu4EEhJ03RutopAhRBuaNQNGjFB+X8cWhKtSyMyZMwc8Ho/5cnBwqHAfmUyGmTNnws3NDRKJBJ6enli1ahXTZunSpWjatClMTU3h6uqKKVOmoIDm4yDG5quvlO82HTgAHDqk695ojbCqO/j4+OBAiTVmBAJBhe0HDRqEjIwMREVF4bXXXkNmZiaKiopU9Rs2bMD06dOxatUqBAcH48aNGxg1ahQA4Pvvv69q9wjRX+7uwPvvAz/9pFxC5dgx5W1uI1flkBEKha+8enlh3759OHLkCG7dugUbGxsAgLu7O9PmxIkTaN++PYYOHaqqHzJkCE6dOlXVrhGi/2bOBFatAk6cUC5x27OnrnukcVUOmeTkZDg5OUEikSAwMBALFiyAh4dHmW137tyJ1q1bY9GiRVi3bh3Mzc3Rp08fzJs3D6ampgCAkJAQrF+/HqdOnULbtm1x69Yt7NmzByNHjqywHzKZDDKZTLUtlUoBAHK5HHIDn8j5Rf8N/Ti0weDOlZ0d+OPGQRAZCe6LL1AUFqYcENaw8s6TNs5blUImMDAQa9euhZeXFzIyMjB//nwEBwfjypUrsLW1VWt/69YtHD16FCYmJti+fTuysrIwbtw4PHnyRDUuM3jwYDx69AghISHgOA5FRUX46KOPMH369Ar7snDhQsydO1etPCYmBmZmZlU5LL0VGxur6y4YDEM6V6IWLRBuZgZRYiIuzJqFByEhWvvdpc9Tfn6+xn8nj+Oqv7ZmXl4ePD098dlnn2Hq1Klq9V26dEF8fDwePnwIKysrAMC2bdsQERGBvLw8mJqa4vDhwxg8eDDmz5+PwMBApKSkYNKkSXjvvfcwu4JnCsq6knF1dUVWVhYsLS2re0h6QS6XIzY2FuHh4RCJRLrujl4z1HPFnzcPgnnzwDVpgqKLFwFhlT9UVEl550kqlcLOzg7Z2dka+3dToyMzNzeHn58fkst5J8PR0RHOzs6qgAGA5s2bg+M4pKWloUmTJpg9ezaGDx+OsWPHAgD8/PyQl5eH999/HzNnzgS/nEtJiUQCiUSiVi4SiQzqj60ixnQsmmZw52raNGDFCvCSkyGKjgZGj9bKry19nrRxzmr0YVAmkyEpKQmOjo5l1rdv3x4PHjxAbokJlW/cuAE+nw8XFxcAysu10kEiEAjAcRxqcJFFiH6ztAReDAnMnQuUuCo3NlUKmWnTpuHIkSNITU1FQkICIiIiIJVKVYO0M2bMwIgXDxwBGDp0KGxtbTF69GhcvXoVcXFx+PTTT/Huu++qBn579+6Nn3/+GdHR0UhNTUVsbCxmz56NPn36vPL2OCEGbfx4wNERuHMHWLlS173RmCp9XEpLS8OQIUOQlZUFe3t7tGvXDidPnoSbmxsAID09HXdLTM5jYWGB2NhYTJw4Ea1bt4atrS0GDRqE+S9eGAMwa9Ys8Hg8zJo1C/fv34e9vT169+6Nr1+8Ik+IsTI1Vb7LNG4cuPnzsdarE24+B9xszDA8yB1ioXE8kF+jgV99IpVKYWVlpdEBLG2Ry+XYs2cPevToYVjjDDpg8OeqsBDPGnnAOuM+vuk4Cr+0iwCgfEZvbEhjzOzpXSu/przzpI1/N8YRlYQYqIUHUvC/1oMAAB8mbEE9WR4A5QvbK+NT8d7a07rsXq2gkCFERwqLFFgZn4od3p2QbOsK64JcjD21g2kTezUTuy/c100HawmFDCE6su7EbSg4QMEX4LuQdwAAY87sgE1+NtNuQvQFFCsMd1SDQoYQHbnz5OXTtvuaBuNSQ09YFD7Hhye3qLWN+PmoNrtWqyhkCNERN5uXr79wPD4iQ4cDAEac/wcNc7KYtufvSfG8sFir/astFDKE6MjwIHdm+7BHK5xy8YZJUSEmHt+k1r7zkn+11LPaRSFDiI6IhXw4W5m8LODxsKSD8mHWtxNj4PrsIdP+gbTQIK9mKGQI0aEF/fyY7VOuvohzD4BIUYzJRzeotZ+/+4q2ulZrKGQI0aEQL3u1f4SL/7ua6XflMF7LYpe3jU3K0FLPag+FDCE6JODzEDmoJVN2ybEJ9nkFgQ8OU+PXM3WZOYX4+p+rWuxhzVHIEKJj/V53hrUp+xphZMgwKMBDjxvH4fswhalbGZ+KhXsMJ2goZAjRA6dmhjPbyfZu2OHTCQAwLW6dWvtf41JRWKTQRtdqjEKGED0gFvLRy5+dl2lp+6GQ8wXolHoWbe5dVttnzbFUbXWvRihkCNETywYHMNM73K3viL/8lVc40+LWKd+aLCHmKnuLW19RyBCiJwR8HsZ38mTKlgcNhkwgQmDaFXRIPVdqD8NYs4lChhA9MuHNJjAVvfxn+dDSDusCegAApsWzVzPh3g203r/qoJAhRI8I+DwsimjBlK0IGoRcsSn8H6ag640TqvLR7cte70zfUMgQomd6t3BirlKemFlhVas+AJRXM3xFMZytTTBv9xWDeM2AQoYQPbRyRBu8F+qu2v69bT88M7FAk8f30PfqEdx/VoB1J++i+Zf79H72PAoZQvTUzJ4+uDG/O2b3bA4rBzv8GjgAADD52EaIil8uLxt7NVOvg4ZChhA9JhbyMTTQDfeeFWDN673xyNwabs8eYlAiu9xs7NVMvf3oRCFDiJ6bv0v55vVzsQl+DHobADDxeDQkcnZBOH29mqGQIUTPHU99rPr+zxbdkGZpD4fcJxh2fg/T7mjKY72cC5hChhA9JxK8/GdaKBRhWfshAIBxJzfDXJbPtH371+Na7VtlUMgQouf6BTgz29t8O+OmjTNsn0vx7pm/mbozd55h94UH2uzeK1HIEKLnxoSwD90V8wVY2n4oAOC9U9th9TyHqZ8YfV6vPjZRyBCi58RCPt4LbcyU7W4eiiR7d1gW5uPDhK1MHQegy/eHtdfBV6CQIcQAzOzpDQdLiWqb4/GxpINyCZVRZ3fBPvcp0/7mo3zkFhRptY/loZAhxEAsLvVO00HPtjjv2BSmRTKMP6G+hMrkTee11bUKUcgQYiCCX7ODmVjwsoDHw6KOyknHh17YB+fsTKb9kRuPtNm9clHIEGIgBHwevhvEXs2ccGuBY27+ECuKMOnYRqZOXsxh7B+ntNnFMlHIEGJAuvk6Ylwn9m7TklDl1cyAy//C43EaU3cg6ZHOXzegkCHEwHzSpRn4JSbFO+/cDLGvtYWAU2BKGQvCLdDxygYUMoQYGAGfh0mdmzBl34UOAwD0vhYP74xbTN3tx+xTwdpGIUOIAZrwZhNm0vGkBh7Y2bwDAGBqPLuEirutmVb7VhqFDCEGSMDnYXGEP1P2fcg7KOLxEXbzNF6/n6QqT3uajzyZ7p6ZoZAhxED1bekMfxdL1XaqjTO2+IUBYBeEO3Q9C4ELD2q9fy9QyBBiwHZOCEVYc3vV9g/tB0MmECL4biKCb19Qaz/4txNqZZpGIUOIgft9ZFsk/a8b3m7tggeWDbCxZXcAwGdxa9UWhLv8QKr11w0oZAgxAqZiAZ7kFQIAVrQbhHyRBC3TbyCkjKuZKVp+3UCo1d9GCNGYu0+fAwAeWdTHtx1HIcvMGsfcW5TbTlsoZAgxEo3qm+L6Q+XcMn+06l1hO22ij0uEGInv3w6o1Xa1hUKGECNhYSJkbmmXxdfJEhYm2v0AQyFDiBHZOSG0wqCJfj9Ii71RopAhxMjsnBCKy3O6Irx5AzR1qIfw5g2QMKOzzvpDA7+EGCELEyFWjmyj2pbL5RW01iy6kiGEaBSFDCFEoyhkCCEaRSFDCNEoChlCiEZRyBBCNIpChhCiURQyhBCNopAhhGiU0Tzxy/03A5hUKtVxT2pOLpcjPz8fUqkUIpFI193Ra3SuKqe88/Ti3wtXaga92mQ0IZOTo5xHw9XVVcc9IcTw5OTkwMrKSiM/m8dpMsK0SKFQ4MGDB6hXrx54PN6rd9BjUqkUrq6uuHfvHiwtK351v66jc1U55Z0njuOQk5MDJycn8PmaGT0xmisZPp8PFxcXXXejVllaWtI/nEqic1U5ZZ0nTV3BvEADv4QQjaKQIYRoFIWMHpJIJPjqq68gkUh03RW9R+eqcnR5noxm4JcQop/oSoYQolEUMoQQjaKQIYRoFIUMIUSjKGRq2c8//wx/f3/VQ09BQUHYu3dvue23bduG8PBw2Nvbq9rv379frU3r1q1hbW0Nc3NztGzZEuvWrWPazJkzBzwej/lycHDQyDHWBl2dJwC4f/8+hg0bBltbW5iZmaFly5Y4e/ZsrR9jbdDVeXJ3d1f7e+LxeBg/fnyVj4FCppa5uLjgm2++wZkzZ3DmzBm8+eab6Nu3L65cuVJm+7i4OISHh2PPnj04e/Ys3njjDfTu3Rvnz59XtbGxscHMmTNx4sQJJCYmYvTo0Rg9erTaH4+Pjw/S09NVX5cuXdLosdaErs7T06dP0b59e4hEIuzduxdXr15FZGQkrK2tNX3I1aKr83T69Gnmbyk2NhYAMHDgwKofBEc0rn79+tzvv/9e6fbe3t7c3LlzK2wTEBDAzZo1S7X91VdfcS1atKhuF/WCNs7T559/zoWEhFS7j/pAG+eptEmTJnGenp6cQqGo9O99ga5kNKi4uBjR0dHIy8tDUFDllgdVKBTIycmBjY1NmfUcx+HgwYO4fv06OnTowNQlJyfDyckJjRs3xuDBg3Hr1q0aH4M2aPM87dy5E61bt8bAgQPRoEEDBAQEYOXKlbVyHJqm7b+nFwoLC7F+/Xq8++671Xv5uMqxRF4pMTGRMzc35wQCAWdlZcX9888/ld530aJFnI2NDZeRkcGUP3v2jDM3N+eEQiEnkUi4qKgopn7Pnj3cli1buMTERC42Npbr2LEj17BhQy4rK6tWjkkTdHGeJBIJJ5FIuBkzZnDnzp3jfvnlF87ExIT7448/auWYNEEX56mkTZs2cQKBgLt//361+k8howEymYxLTk7mTp8+zU2fPp2zs7Pjrly58sr9Nm7cyJmZmXGxsbFqdcXFxVxycjJ3/vx5bsmSJZyVlRV36NChcn9Wbm4u17BhQy4yMrImh6JRujhPIpGICwoKYvaZOHEi165duxofj6bo+u+pS5cuXK9evardfwoZLejcuTP3/vvvV9gmOjqaMzU15Xbv3l2pnzlmzBiuS5cuFbYJCwvjPvzww0r3U9e0cZ4aNWrEjRkzhmmzYsUKzsnJqeod1hFt/j3dvn2b4/P53I4dO6rVV46jMRmt4DgOMpms3Po///wTo0aNwsaNG9GzZ89a+ZkymQxJSUlwdHSscn91RRvnqX379rh+/TrT5saNG3Bzc6tep3VAm39Pq1evRoMGDSr9c8r74aQWzZgxg4uLi+NSU1O5xMRE7osvvuD4fD4XExPDcRzHTZ8+nRs+fLiq/caNGzmhUMj99NNPXHp6uurr2bNnqjYLFizgYmJiuJs3b3JJSUlcZGQkJxQKuZUrV6rafPLJJ9zhw4e5W7ducSdPnuR69erF1atXj7t9+7b2Dr4KdHWeTp06xQmFQu7rr7/mkpOTuQ0bNnBmZmbc+vXrtXfwVaCr88Rxyo9UjRo14j7//PMaHQOFTC179913OTc3N04sFnP29vZc586dVX8QHMdxI0eO5Dp27Kja7tixIwdA7WvkyJGqNjNnzuRee+01zsTEhKtfvz4XFBTERUdHM7/37bff5hwdHTmRSMQ5OTlx/fv3r9Tndl3R1XniOI7btWsX5+vry0kkEq5Zs2bcb7/9pslDrRFdnqf9+/dzALjr16/X6BhoqgdCiEbRmAwhRKMoZAghGkUhQwjRKAoZQohGUcgQQjSKQoYQolEUMoQQjaKQIYRoFIUMIXosLi4OvXv3hpOTE3g8Hnbs2FGl/cualpXH48Hc3FwzHS4DhQwheiwvLw8tWrTAjz/+WK39p02bxkyjmZ6eDm9v7+pNo1lNFDKE6LHu3btj/vz56N+/f5n1hYWF+Oyzz+Ds7Axzc3MEBgbi8OHDqnoLCws4ODiovjIyMnD16lWMGTNGS0cACLX2mwghtW706NG4ffs2oqOj4eTkhO3bt6Nbt264dOkSmjRpotb+999/h5eXF0JDQ7XWR7qSIcRA3bx5E3/++Sc2b96M0NBQeHp6Ytq0aQgJCcHq1avV2stkMmzYsEGrVzEAXckQYrDOnTsHjuPg5eXFlMtkMtja2qq137ZtG3JycjBixAhtdREAhQwhBkuhUEAgEODs2bMQCARMnYWFhVr733//Hb169dL6on8UMoQYqICAABQXFyMzM/OVYyypqak4dOgQdu7cqaXevUQhQ4gey83NRUpKimo7NTUVFy5cgI2NDby8vPDOO+9gxIgRiIyMREBAALKysvDvv//Cz88PPXr0UO23atUqODo6onv37to/iBrNq0cI0ahDhw5VOJ1mYWEh9+WXX3Lu7u6cSCTiHBwcuH79+nGJiYmqn1FcXMy5uLhwX3zxhU6OgabfJIRoFN3CJoRoFIUMIUSjKGQIIRpFIUMI0SgKGUKIRlHIEEI0ikKGEKJRFDKEEI2ikCGEaBSFDCFEoyhkCCEa9X+k4a/MkQDECAAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1)\n", "\n", "trace.plot(ax=ax, aspect='equal', color='red')\n", "\n", "gdf.plot(ax=ax,aspect='equal')\n", "plt.grid()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Extracting Orientations from Cross Sections\n", "\n", "Orientations can also be extracted from cross sections using GemGIS. However, be aware that the azimuth or dipping orientation will always be the apparent angle in line with the strike of the profile. \n", "\n", "\n", "### Data Preparation\n", "\n", "The same georeferenced section as before is needed to prepare the data. \n", "\n", "### Digitizing the Data\n", "\n", "Orientations display the dipping/slope of a layer. For GemGIS, a straight line consisting of a start and end point needs to be digitized following the dipping of the layers as shown below. \n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Loading the data\n", "\n", "Next to the digitized interfaces, we also need to load the trace of the profile. This is shown in one of the figures above and was also saved as shape file for further processing. In addition, we are loading the raster of the cross section and the geological map for visualization purposes." ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.895636Z", "start_time": "2021-01-03T09:43:14.009Z" } }, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio\n", "import gemgis as gg\n", "\n", "orientations = gpd.read_file(file_path + 'orientations.shp')\n", "\n", "section = rasterio.open(file_path + 'cross_section.tif')\n", "\n", "gmap = rasterio.open(file_path + 'C4706_Duesseldorf_Essen_2Aufl_prs_utm32n.jpg')\n", "\n", "trace = gpd.read_file(file_path + 'trace.shp')" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.895636Z", "start_time": "2021-01-03T09:43:14.012Z" } }, "outputs": [ { "data": { "text/html": [ "
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4NoneMassenkalkLINESTRING (32353.917 -1613.493, 31502.601 -25...
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" ], "text/plain": [ " id formation geometry\n", "0 None cnS LINESTRING (8750.658 -3025.432, 5916.398 -3316...\n", "1 None cwB LINESTRING (8055.070 -1862.659, 5490.740 -2111...\n", "2 None cwE LINESTRING (8044.688 -1239.745, 5366.157 -1499...\n", "3 None kr LINESTRING (6726.187 -398.810, 3632.379 -450.720)\n", "4 None Massenkalk LINESTRING (32353.917 -1613.493, 31502.601 -25..." ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the Input data\n", "\n", "The raster containing the image of the cross section and the interfaces can be plotted together." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.896636Z", "start_time": "2021-01-03T09:43:14.015Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ZFmsMCs/+8RHeN+zsXUVrw/zhXZRpGO45rPVAg9Ye7w1elRiWKONQqiRJarRxGCMgHu8tywK0CkEFytA4Q9NoxGUIiuPpJabuOsV8ihmsoTOLrmv6oxFaKba7OVe2N8g7OePJhGcPx5xMF7jTYwbmCzjpowbvIhsMmNy/y3B7B9GWarlkefaAvY0vsTlcYG2NUToknI2AqHDdvEepGqUtL84/DMnj6Ebw04+j/T5+9AMYcWzx82gLSlchZRKF9woRS5CNcDQu3ENDilEOTwevUhofuEYawZiUphlSng2wNkelGsQxOznl9PCY9bUeg70zsApRAx4e5WRbj6G1womHasFAnaCMpvEppJsknS66CUmdsgaFkBrBaIuxBqs1iXLhmLzHeY+xCozFmAxjFFpplIkBGxqtQ+LivMc1JU1VUVUl3jk8kFiNTXPSLEPrBKUeee4ljMQpllOK+Snl8gypp2i/QEhwPgSMhgKjQWuP0YQgEsdsMiFNFM7BVNWkvQzxFi2GrPM4129+aKXxBL+5asdvKR2eqqr4+Mc/zo/92I+94vUf/MEf5Bd/8Re/7r93fHxCU1cUyzn3X/446+uQ92x0FQqNRgNGBG8MgkWJIHiqosQowRrLCyc14o5pfAEIGo8ST2KXiDjEJ3ivEZ0gZFiV4lHUYkEFhyHeIyolsRtonSGupHJLxFUov6CmAqfC5q1TGroY08EoA6JQGLRJ8VhMkoJWaBR40EqRWI1WKmb8gpfgEr0IhVNUNECDMhptUqwyKPG02IFWBh//rokuWilq8VRVicJxntSp6FMSNJZEhwfWCVSuxjcN3jega2rnEC94PEqBUYbUdFHagjJYZUiMxpgUYzK0smgVNhvna/ACAkqrmMkZlDIYwnk/iiKJhLPRKIxW0VErwoEroM1i5RFkQyHSAA4lbTdKewHiQx4TR4nwlmqD3XCRVuGMiOCBxsdjFwftrCCR8Hn8eayMBvGIaEQJKB/eR8i8va9j0FBSuyVeBOc8tfOIr/CyjGtDgSN+DyjRUDtm5YTKVaypHkrt0OuMUMWEo/GUew/2GY0MuzsDnKt5/tkjLj/+TjZ2tlEiTE/v4ou7aO1BSbxOGoUGDQ/uPeDk8JQbj19n0M9QQN0YnL7C5s5VsjRHpGE8nrCY3SEzU7QK5yXi0ZH/UjZdlOph5JDGLXnphTtMz85IOxnXblxnY2PEdFJQVTXzZc1gkGK14/nnbrOxvcnu7g54x3PP3sa7htH6CKMTxuMZo/Uhly5tU/p11jYfx1jL7GyfXteT9zYwOuP0bIyrD/DNlLsvvcz4bEKn1wFRzGdzdvd20dqyNsxJk4TaC0p5Xn7+ZfLugEvXnyDpPo53nixNybKc/Xt3UCicF7SE8TZKG8QJo96IrZ1NisWMrJPT6wxQWlEXBfuf+QxSHLP93gW7ewqURyuN4FgF3krhGigqSyd3q6zbe83+8TrHy/eh/IxLoy+wuTZHqRqkRlSJeMdReRPfpOjuGs47Zg9PQcH65S06W1eZNo5PHZywLA/oDvr09q5y5bJiMZkyvr+Gdg3Dy9fIM5gdfpL7d8Zceeo9TA73UbaP2/x+4B+RpY5FAd1ck3bghecmjM9KUivs7g1Z20yw1YjB1cdAhMVLv4r1M+q1IYIlWRYMBwJYRCwHRyFI3dkcg0qZzRVrnRqtDYpZ2AVkihcoy4CeiXi63YymFr74pT129t5NrnL2797DqReYF8espV06W1PQIaha7luOuUU62kG7itHJr5D3SpxoxuoGevdJZsqAhG2lJTgr8SjvA7Iy3Wew+AzDtKQoKlxdI0pRFDWIJrGKfi9HjKWuDGVRkuQ5flGx1rck2mG0IbEKazV4hffCom6YiKYRizgdf9ehjSaxkCXQSzVrPQMiKAyCQhTgSxQKUWaVtJRlxXy2oJcpzool0svpdNK40hzTccF8eczaxhlHR8dcv3Eda785I0veEgFPq9K4u7v7itd3d3fZ399/zc+UZUlZlqu/TyaTN/x71mi8GDr9Dmfpv2bpD7GlRqEw0cmIaJqmxKEhbugOodHgESg9Rhm01dT44H9VcEraKazSeCkRlQRHqcCT4FF4AidBS4oiPIBu7LBGoSx4DaI1SguiPM6CqOi4RWGUwQNOXDg2r/F1O1BPUKIQVwEGZcNva6VQyiPK4DWgNI1R6NRgTMADnBBUh0VF5+qCI3tFaSRstIJCJwbwKJFVEKGBpnX6TpA6BCQeFxIwoxANOolKvwgmXhMlCRIza0QjZYN3gpCuAgoP8RwFQaF0CN6UhPvnRUDqGORZzueAR7KcnJeBFDoEhpjgiIiOQgQRg1YKrX3IsnC0qIlCo0ThxGGUxN8M90fF7/JxY4lhB16ERiT8XQAxKEnAK5SzeKfD696ivGV8NGF9YxOjM7QyGAHRIajTaIzW4XUVg0KVoFWCUSlWDYOSMgaMD8EiFu09ZnZEN9/GphlmPoWNHYyx1E2HyzuX2Lx+ncnkjPn8iNOjQ3Yfe4Irj11FKcV8fIh290jzuKAlnpv3oOHgwSGzyQm3nrjKaJgj3lM3CWn/cba2r2IShTgdOBPiEbfL6YkwyGfknRAANz4Hs8XW5hWSJOXsdBNdvcw739Vh/+CQB3fucOfF51jOLpF3h2ijsVZzejxmPj1j59Ie23uPk2SXkfo+T78nYzJeMh7PcM5x9dol1teGNGqbS1uPo40lSxM0u8xPPsNifEDNLsONXURqtDtlba2P94okMVy9uk1RVty5fY9iUfDgfsLbnrjM+qjHC8/dxWYpe9ev0F97kv5whKtqvPfs37mLEQnHq1QI7HCIa9gYbrK9tsXxg9ucPvNFdJbS3drBNRWLg4eYzpzLv61mc08QCeMhnIRou13LvlG89PApCnkbpnmezJyhaShlh4V6O95YRI/4/MuW3fFt6tnLPPFESpIapouUwu9QLOas711h7coeIp7Fw4/D8d9gsngv/Z3vwi0+Q79/ne7oCk0xRilFPhjSeeJJivGEzqDPcnybjd7nuPfcES+Vd7j8tu/jwct3ceomJ+p3MRl/mmb4EU4nn2Yrf4bhmiXvaPI8o9fTLAtNLUNc7Ipy3qPFo3yJSdeYLHL6vSkoOB0nvDT9EKmq6Xd+gcPJGi/vX+aJvS9SLo65eq2HUqC142B/yb07S2xqGQ4U12+C1hmDjSmT4xOaYclyeoC6dJt5XTCtjtH3DXk3pVwKSeedfP5j/5B3/NDvZaN+gfV0iveGM9mCvXcj2gZZ0giwaNeEPQ8BanSxz7b6HElnQVmDTi337+2Td3tMxwWjjT5b2+tUywVKGkyi2R5lVLMlu1f6WC0oEh5FapXEFLRjQHRIjPBxjw6IlSBoZcM6kTD3MKjIh6TqHJPxiIPp3NEUE7Ik4Xi5IFnrYpMUlEeEMNvsdEbacaE0miTfVB7rWyLgae3VF+4rdYz8+I//OH/6T//pr/EXBBSM1kaAsCjmVHubTC240pN02g1ExQCnAiyIx6gQYLSuUgGIiShIILR5aWX8LUrAk2KUwotClENjETEINUZJCDCUxQsc3p9gM8vGzX6EMT1KyXnSLw5Bo1VcyErQEqNq5aHRoX6gdMyUc4xK8TQ4cRG9OlcqFTSWtv7q8QECQItGaFACZvU4RPQjBhxgUVLTIiICaNpNnOjgHYgHE4IS5c9LiYhGlI/IiOBUrM+rCol1eRGHMgFVUgGTQiAGR01ER1ro2kX0xaCwKKVj8KHR8XNIKNVoCVmRF4VyNWgbURcVsyPBiw4omShEpUgFvVqT6hTtNIghIcDOVgzaKyyaRCXgDNPSU5o+nbUtrAmDOkMQKSFI0UksnzT4pqEql9TljKw7ojtaD90iyYT79+4yGIy49thj8cq5eF4KpYS6KllMT3DlEtcsca6hlposGzDavoG2aUSGYgAqinptm6ZxaJtgtnYJIJDDWIVSOqrEXgZ2uXTj7SE5wLOcnVGcfhFjXHC08X6KE5rGce/+IVprnnrqFtZavIdlmdMZPklqE1565hkUBpNYmrqidg2jjS206WJ7e5TVKdqkZMMt+oMB5XzOfHzG7t5lJmcDJuPb7OxoRoMed27f4+jhQ5Q+xKQJrgnr98q1PdY3bjJcfzvD4ZDj45zFZJ+sU7E3UOHZUwZnh2xsX2Y5mzMdH2MN7Fy5QlE8QWpSNjo5dVnRW7/B8aGjbj7L2nqfRdmn0Y+R5fs89faMk7MJX/jcSyzmBaeHhzROuP7443R7b6ffHXJ6cMjp0RFaB2Xy0do6iU2ZT+copbE2o/EVs/GE8uSU4u5L5HtjxCum+0do4xk9VbD3dkuWBaQOFZycFzg8HjFZbLPe32dSXGbOd2AyS+HfTdmUaK3wpkNna410Y5OmqpienvH83S263avwMMHXp2C3OB0vOD054soHPoTTmqY8Qy8/QTercO7XmL/0SXpJhT/9JU5Pn8B7TyZHVP3vorf1NHZtjUaB9w1WNbz3fRvcvf08rrCo7AYvfekLPPb+D1P3n0QZS5Pu8vlnOtzY+Ay7u9WKi3d0tk6dd6i9CuW4mLw0vsLYhHl5Ce+XlJVw5+RdbN98J9V8zjP3j3HpNZb1Gb/+ecvGwLPkGkZrbl29y2h9QJr3MNoFRXURhIrRjuf2/inz0zH5pX3q1LF+2ZF1Ldoq6qrh9oM19LX38fbvT3APn2Vn+wStFJOqS335vVjT7quC8h45eYa8fAajGjQaqzWdtKJpKkpvyBLFfLxkoz8gSzMuDfohKZyVmCQhyVKUhmpRsdVNSeL+qESv9rEQ3ER0T1TYS7yOaLtDtZmusgGpFkGUDqVk70gSE/eFEPx4J5yeTDA2p8HxzJ0TegPL/IUp3gvXHttAeYUqCm7uZEh3yGAwYDAY8s3kMb0lAp6trS2MMV+G5hwcHHwZ6tPan/yTf5If/dEfXf19Mplw7dq11/2NV1Kd2pJHKHS40jE/cQz2LIILZDmaiA400QmGIAgcXhq0SoJzV5E3AECItIUGT4imG1FoLEqC49BICGQkICU+BlGjxzpoFEr78KDTAG3wEja5FfpAi1SEUkj47goTMMpYkPM4aRBcgDdVEkOWBpFzGJxYroIG7c0qaAuYiKAllC28OPAx7BCD8gn4cE4B0dB4VEChfEQ7PNRNOEedZuG5xKG9DQFWRES8d2glIAkos0JMAMR55kczeltDtBi0sXHPD6mUaIMIGIEAZ5lAXIywmogmMYamaji5e8LOY7uYJEEpoRzX5L0MqT1535LNdCgxZhbdOJo1i9GWq/uKzkwAz2S2xAHveuwySpmIusGyqTktPbO0z+bWGiY18RwD6vYodwQlzM/2WZy+jKZCaUeiFNXJPeanGd3RNTrdNTY3Njl6+IAr16+zKrfF0lpRTJgcfg4jBdooDDFhUIKqJ0xOhNH220CCE3pw9wFFucQ1QlM33Hj88did0mJQAYJ/9NkwRuMB8Y756cvYuCbxHi2E4FrX1HXDpUubpFmCRrEsoHRr9Hs7uEYomorB2jqKEFCiQueWUg03H79F3u1QljsorXBVxeT4GO8BURw82Gd9a5u893ZOj9ZI5CWefHvOyemUg/1DvHcM1/rs7G5j022Gm2/HGMvDB/tsXNqlP1ynaXzgK+HQ2iLimZ2e4RpPJw+SFNOzMdu7e8xOz5icTkEpvMzY2L6OVg11teTK+i2yNGFebFBMnmdrQ/ORj3wHn/r08/RzzfWbN0g6t+gO15hMz5hMZrx8+x79fp+9y1dCebj2bPQ3WC7npDbBl47T4wdk41N23lFx4wMeZSx1XaI12CRwOQQPyoEE1PLhyYCD5ffhVMaiCPcp2d4lW1unIxJ0UZQKSKwiYLJpxpXv/DDOeZYnR8wnU5AtjLGMbvaQLA+Ot1ni7v9P9MwxQoPBMshLRDQWTyqfCwg00Fn+Q6qXPkG9/l2kw5tIM0EhKFWydyVjOnmeK8MpL9zeZvLgCqNrj6EAm2R0Hv8Iz7+4Rv/0JYrFEcYYTsdDNt8RAggvDiVLlGqoqykow9S/jefvNxT1iAXblA/u09QN6fDdrF27Tvd6wfiFdVwzpd64RTE/ZjI/ZTSYkWYuoOHKh2QGweYNNj+msSkbNycUpabb7bG5k+GV5/R0hN39HszWVTKjOL7/Wfz6EqdT5sN3kGSD8GyKcHLnRVKZYh/+KxoD/dEQq4UGmBaKbq9DUtWkpWdncw291e4HYR8EoagqzmZLSg/b/SRw4ZRGfA00IZlb7fvB53hRnI6XlEWBNob19Q5ZYgkbtg/otFhm86Airrxg04Z+L0MZTVVVnE0LMuOZV1OaFLxynIwbOrmlKoTJ4YxLA0OvGxp86hX98DzYiZj76/rgr4e9JQKeNE35wAc+wMc+9jF++Id/ePX6xz72MX7f7/t9r/mZLMve8MyYtp56djaOBE1PnmfYNMGddPF+nSypaSYNyoBohzJhoXjvQTWh7ilhk0ZUDHBqPIJIg8JGhMTH0lZw6JH5gxJCICIeT4gIjFJ88VeeYHy8RuMkkAibjKYRXKPxjUGcxjcJTWUQr3Be4xqLq0GcxTlN3RiaGrwkNLVBvMU3Cu8MTW1wTuOd5bEn7vC//7G/gYjD+oZEg5GQsSsCCkEDOINrLHW5hq9v0e8+hpI8lFF0ghHQKgPfDiQM2Yc2gS8kXuNczbg55Ci/w+HhQ7rrXbprfWwWUbFIdNWxVKd0wImkRY1E0BIQo2m65PCFA072T3n/7347iU5jiSmUEokuoeXraKUDD0mFAOz2p19iflZw6z2Pk6NJ555epZmdKmbPzPnCi3f40Iee4r1bWzgRikXD+GxOXnSoqbiUdnlQjSmLmkYUaWYDruQ9Z2XNqSSU2Yh0e0CiDRJRPSI/qQ0wQxznceWcxekLZLaOAUyIErVV5BTUp88xPUwxGlImLBcTur1RGD6oGorZGfPTL5GpGnQs1vmAmBkVgvBq9oCqv0vWGaK0Ybi+wYh2iCF0uh20ClleCHQqRBRat7V4Cd0bVclicojUY0Q7tFerax64SAndXmjfbTwU9QCd7tAzCXXt0NqBxAGs4mOpjxUyeLh/QK/fJck6zGczqmWJju9VhIGnD+8dsLE1YnfvGpPpkMnZHdaGx6yPRiilcKIRvclo8xZpknJw7yEoxdH9I9L0HLVDGrwXmqpBImk7PtQUC2FyOgncj8i5WiyWrCOsb9+irh1lseTkwSmbO1skm+9iMb6DZp+n332L/ftnLOtLHN095uG9ExbListXroTButLw4H7G//fvPs6f/U8nZLZi/vLzzMsl4hqGTcnoXUuuv68ORGMasjRBlAcxRM+2ui+HZ+s8LL4bu3WFwWjE0f4+vf6A4dqQZnmIq+ZQTpFmjh5cIenvUu3/Cn5xl2TnI2SDK3R3d/G7O6g4OHd+cojZ2Sb1JcX9j9Hl8yFw8WqVoOkWTVAtamox2tExh9STv0t5nKGVR6cKJRprYDErqY9fYHdwyPhFz9rmJsrNqM6eZXjlu+m+7d0cPdzlwcHzuLJisL3NcHODRJ2jxEoE6inGWNJLjzMer5NurZHOxowPHoDNWbt0Ba2ELMvoXX8bWit6/R6Lsw4PH1ym330WMBSFp9sRPIqqrJktwO7dZmM9IcmE8dhjs7CXjycd7s4+hL78BGItbnHC45c89+6dMbr6NtK1a3hROBS4muLkIXnzBYyCpvIMR10SK7jGI16oFwXrWUa/mxJ4elX4LyruE0InMXTW+oRs0AF1TJri5kYofYuKeLsoHjw8Zv9gTGozFvMlh4cZV6+MGPS7AeXzMJ0tEFfQy1KUCh2VR4cLlLGgPLlVjMsSO0joWM0TT1wCPFVR4RcF650kku4jxSESlb1zLBfzsB8oTa/X+7p0bb2evSUCHoAf/dEf5Ud+5Ef44Ac/yHd/93fzsz/7s9y+fZs//If/8Nfl++ezKePxGfP5EqUUw+EAoxVXF78NqxJYeBppcL5BxKFtyHDLYo5zc7Se0vgZVpVoM0ObBYmtUaYksQpjapKkIkkEbcCYJizYyAEBh1EGqxq0NmglaA1/8Wd+D7/4y98cYbGh1nxXN6duUuqqQ1kNcH6Ikg3E5SA5oroo1cHaLibvYnQS21YFH9ewuAYnnjqSZktZUMgcpyq8afDaU+cV0mvoWMuV9T1+/eef4do7YOPKRihxKY1ROvB1tMJLEzY2CW2Syofyo1jNaKPDaO06xw/W2P/iA3aubWNtCCSMDg5BhSgsONOiQo1L0AZbeYbHwgcuPcal6YBBmpHZCAZ1DHLF833veJzbD8ccnc7Z6OVsdTIKtUDNS25urQGGxy9vr7JCQXG8KDm2PdRoG5Nm5B7ENzSuRNs8wFyx7n18eMTaxjp1OadaTinm+9DMcTqhLmuMDu20oaVJMFrIzBxlFJsbltnxszTlJapyTrM4QcucLNNI1JAKZVUVUT9AKazxTE9uk+y9A8TT66SB1K4IJLEYigPU1Yyz/Wdw9Yy0s4VJuyxn+yhfY1SDUWB1JE6rQKAHYb60lFVOmlRUlVBWfazOsWmB0TVKBd6bUopKzrO/0BJ7LtbXlCXIWSxnBvJty3tDKXCO/TsPSTun7F2/TJ49xWR8StNUoWqaZAyGA6yx3H3xNonVeAeOinoO6BAMGxNKlUrCvfKiQwCmBK00iW75aSEZQYTTozOm4zFaWcrlkiSxHN19QH9txNr240zPeujyZS5fHnF//2UW1ZAnnnqaXjfj4M4+aWopSsOf/fMf5vmX1umkh/xH/9b/iC5OyG/Myfue7rpnfY9YEo5kdqVAmXh/GwSNF8XDk20eFt9Jd32PwdYmKMXlG9dQCOXxs9SHfwfLNHTbqIZqmjKRy/ST+xjjWd5/nmX6HfQvfy8mG6CNAu84u/8C29duMr/7MTruE+iIgoQSectFSUAC8q2JpH6lQGqsApvWtNyuNsC/dK3Hx3/pPu+6NGBx+Gme/9Ulu5f6DJMXOL0zZXDld7B97QrrO1sgYNMMZQxOBNdUKKlDU0PzkBTH5voAWeuhUJT6mM7yS/Qf+/3otMvi3j/HAxvXfiDuUxWDQZ+jhzeYTF/maHqZSbnLE7sfp98rGM8bKoTN3ZQkImnLomJnZFkUmv2z96N2n8QkKa4p6U8/x3rfI1WPg1mfzaZBZTYiWo5bews20wGzeY8khWY6x5gEq8BoRbczIEvahM6typNqVVqyIfmUwMHxzgGGqq7o5JbItKQdYiyiKYol4mvSRHO2mNLLMy7t9DBKOD4eh3tlFJ00NGaczGeUXuiahGE/RxtNXVUcl0uyUY7VIG0X3bQgdRX9boLChWqGKJRWzGYzOuMxZ+MJp8fHJFHC4Natt31DtXjeMgHPH/yDf5Dj42P+zJ/5Mzx48ICnn36av//3/z43btz4unx/fzCi0+3jvI/7qKapa5ZDj8WErLUtpcT6qBKBXsseiZtwzFBD503Mzl3gYsiyplQ14pYoKpQuQFVoVSMUGLPE2AVaL9FmTposePqph2g0SdJgbU2aNNjEY22Dcw68Q9GAFrY2HVnqQ/ugcbGVMJxLCKBytLIolWNMJLDaFJtYEpOwsZ4wPf3jKGXRWtHRGm/aIkabvUWUMjochcIJ1E3BSfWAmT2jNnN8UiMd0EkIHlTrTCKR0krIohBIs4T3/q53crY/5uz+mCzTVAcL1LTm6uYaXZtilMHgSYBMpVgVOovGUjExBbWGrX6GbPSo789pXprx/N2HvP2xyzx2ZRedGqamptCePZezl27im4q7h2fcunydy5sjQMXyYBNKj0pQytK1wtsvb+NEeP7BAXe+dEwvMTw8W6BR7G1uAHqF3p4WjuNBaLudTCd0Oz1OTo45PDhmNpmyd/ky23uXOHp4QFEVPLx/wPrGiMw2pEnNfHLKvXvH9Dqaq1fWMMZycjJFK9i5NMTETU9JmBit3Jjq7AyjFbalC/iIIuroG5WJSGYg/6JAqhOqYs5iekA9P2Cw9Tby3jrzs0PSrEPWG1FVC872P0+iQhBVl3fwdULXCCQmfJcP27LSOm7uQllD02zR7Qb9kiTT9AhcrUaC9D5EAnoMHowK3CwfuXlap2HdKRAf3KjWKgY9DagQkJhM4X1oab/7wm26vZy1nS0Sk4QOtbpiNpkzOZvQ6eSIeJLUrKq2AVXSGHNO8oU8ILABqkCbUKoLTiiUiYPvluiEILUGpTSdbmijPj04ZmP3ErNph2J+yJXrI0YbW5SLBeOjMwZrayjgJ37qaZ5/aZ2NtZo/+Nv/Ob/+hZzv//cW7NwMuihlVVMsQtbe6yWAQ4tAJN0LirJU3Dm6zsy/j87uZbL1dc5OXqQ8/TSDK78dVy/g8O/RtVNWZ6ktuXJ0uR3LGgndpMC7X2X24peou99JPnqCevo8i4NPssxeZKi/gNahtSJw2ML1USIoKeNeGHl+KERUbEtuwvsia7ct9xs03/G+HQ4fLNm7lHPv9ucZ37WMbo7ou88yu2/pXPkBiuKYppyhbIckG2BtSj17SIc5IoJpDnHVjPnBp3CzL4HS5OqUflKwPPokiJDXv0bhOpTL91OePU89e5a1mz9Mvn6ZF/e/i2xtl/Urazy8f0JRfpLl0tNbS8Eqau85eTjjzssLdvcGvHjnCdzO2zFJRrNYkM2+wE4eEMDecI2Dzz0g2TxiuHcVlEedPctmNmM+a7BJhi0X7K2PUDoiVKsgxcdtNl6nGEC2hWVixWA8rbhz5yEezWLZ8OH330ApH0pfSoNYwFEUFWuDHo1u2Ly5Q9PAfFGimoThoBP3LWFZFozrimRo6BlN0ygOlktsKTgLnbUeqNBM4xqoJ1NGiZB1iGVohfiAWi+WnqSbMxwN6Q0GDIfDcD4KrG2lHb4x9pbR4fnN2teuwwPL5YJPfPaXUOIDP8SnGLFYbAgYsGil0ToNHVDRYcojHJO2JhP2TVlxa9rFu9p0OS93KpHYJhwcgkjg/IgUIAXeVyA1Vb3AaBvF1jSoLEDcpKAytEpRxqK1BecxSRQRI6LgMYARFTYiL0JoJWb1nuA7Hc47nAvH4XxDIyU1JSVLarug7s1RPYkoxHkZDAmt5S3FWcUuAVosRBQ4wS8bdO0wtUKViuJ4zuTOhJ1hl5s7G1ze3IyBVptNxuBLdCy7CIumYdlU9JOEzKYUjWe6qDibzrm5t0ViAqG7JU8Lnsm8YtTL46bDKqsCEx0xtAwsifyls2XJc3cPWO/nbA1H1K5msljS7XTIkoTnTpe8cDJBBB576kk63Q7LZUGW52gF1iZoraibhjRNAaEuFkzPHrKYPAxOwmg6ZhqOGU3tPM89d8Du7oD+IAXRWK3idX5ELE2F69qeY4gp44YZAwslfsUtKllDNWMy62kwOJ9iKRBl0J0dmmJKqpcBJYvE+7CCorYOEoKeRxoIRGBRrtEb3IgJgIpE8ViG8h5lAscjBF9q9cy0aHcrC6CE0KatNN43ESkPpGijQyIi4uJSDt/hghfG+4CWBuQpjnWQ+N0oWjpaK32gdSSz67D2vRfQofwp7TXWgfjpXQx0dHiOxLvzUlzMDQQJ2XMnJ8vz0M49nlFVJdaE3/of/t51fvIvP43Wwn/9n/0rPvNxz8/+/e/nT/zoP+U/+eP/hPv3p9y7U5JlCWvrlhuPdSgKjVIJWQbOVxyfDTicv5cquUa+d5lOp8Pi4BPk039GapfM6ksolnTtYeg4VDZyAMOzrvX5fWhRSqUN0niqRqG04d5Lcx67laNUQCbbhgXflquVZno0J+0mJB0TkKi4x6nYzrz6c/svbbkWRVWGEpIXy/07S27e6pN3hMrlVPpJUvcMSpeIGPAGJMXomjStAU/jFGP1PrruS6R2joqyHOBwLgFqtAHvNdN6l67ZR5Sm3vxfkAxvsJwvyHo9lIazF58lH/8dti/NQnlag3jFnTsbjE9P6a/v8fmXNxlcvoExluLwNk9fW7IxyqnqhqPOuynMJvXkjI3HbiHFGVvTf0lGReM9uqzYGfQwsWyvRMX7YSJSEgPFFq0R/0hzTiDXTxczjo8X+BgQPX5tKyCrq9IWVE3DdDxlKRWqb9E6rF/vhaZ0uKWnpwwNUKeerBuCaUSBDqhN6NhKgr9Qjrqo8POK9U6KUSBE1A6Nc57Fog5Do0fvYefWR8I5fVl88wivJx7rV+vk+i2lw/ONtnZ4qPN+Fai0zsPtLHAr3RwdHYUE4m1TQ6PR3kBtULXCeEvqMywdjLcYlWNVILcaZdFE4ai2NgsRCYLgnVYHgKg2aw51Vc2Qoliw/+A+ZdngfcLGxiZ7e1di+TY4CP9IxNJ27fg2I5OwESsfOjmc1HgfAxpKKldSUVJLSakLvHGIqXCmRlIB45DQiIRNDNao6BRaDhKBphwdi5JHnW2b2Sm8ePTS0z1zbFcp62aNzCgSpVCZQV32qD1F44XpsmD/+ASbWNa6HYwK5YdwExwqatb0k5RBLMuICF2r6I16bA+6fPHle+ztrLHe7dJiVkpg2MviQYUMy68coqycsCiFkiYGiIpRJ+N9t64wXlQsqpKjyZTn7z5EoXnPEzc4Oz7mibU1sis3ODibcHZyitKKqiyw1lIUFf1+l6IMkHyiG6rZfTpdxWJWYa3Q63cwJgvBDB6r4akndzg4XNBUYJLAA9IqQN2tU1ErNaTwJ++FqrYh47XlOWdIAjaQyiloj4gigB5FeCa0INU+qWq9d3TwUZPI+0CeB4JQHCFA8c5TVB2M3aEsQ0kp8ARCoGQSG9DPJpD2dVwXznta6QLatdM6xiB0FOXpQeuAVtW+Pg+41CuHUSql8U0dOvYSg3hPU7twdbxHtwMtJX5//Ez7DLYo0yoxWTnwkAC0gU3LnzGxgcADaNASpBYEYTFZRC63D+icUtQifP6L6/ylj4Zy9R/7Xz/P0e1j/so/+H0AbKxPAc/WZpd+Pw9DeBPL/YMhL5+8E2tSeskBXmUs5TpmuM7OlV3QiuX9f0Fn8YtYWwGOfnI7ZP4kIA6R4jwgEQn72upUIq/M16CCTsunPn6f3b3+OXeOtnQLSGhkaOqKvvMwbShmDWZoMUmL6MbkBBOD0pjQra4vZJni/p0Fx0cFu5eHVFVFVXl6fUdXfQ6VNKFQpsD7JbDERLStLUduyCcQ0yYnLq4fjTElMRxGqYZhdj88G+Lw44+Tjq5hBr3QkIBltHeD09l3YMyvBTRfFCen2xyMr5OlmrH5MHtPr2HyLiwe8lg6pdtJaLzj1FzDbt6iJ8LRg3tU0zN6xRfp2prptCZRsNkbrtZ9SLt8fM7DPQl7uIvnEJLRgIdHcjqeXtcy6G7SlrEUSUDVJNwj5xum0yWVq5FeSI6k9XUKbJ5gc0/ZhC6s1NjwHDiFc4I2DdqotlcXxFHOlqRVTS8PFYOw8hMET102LOcFvUEHmyT41bPoI0fx0YBGvmE8nouA56tYGCFRcXJyymIxDxA7QUbfpiZIl0Pc0P2KHKYFdBJE8ETqEAQhOAoKFiCnUYpd4xsB71FeQ6NQXqMahXJBC0Y7jSbBiEWLjVyeDCMGvVJXtWHBK2G4uQEorE5IE0vjfeDPuODERDzONThqGqmoXMWymeBST6NrRFd4VeG1i7o3EhBVqxDtUYZY2lFxTbYQeiAcK92We4Iz1LEzyEko/2mJj2FTI5VHVx5bKxKvME5A1wiWx6TLyKSYjglppg9dA49yMI0xrPU7uG7GSw9P+dgv/Tq/84PvZHezhUnjZt2WFVfgbyDpiggKx8bagH/18Wf4tz/yXnTkbKBMRHocTRMe/sJBIYpSGbyCALp7er5hmGq6NmZR2jDqd/CSkyVJaCVXiq3RgO31IUvneZhm5N0Oad7B2ISiKEkzQ17W+GpGKmc0xRleC4n1NLVhWVR4EU7PCrIkZThKyPOUxIagZXt7wGy2oKgcg34ag8iQCcYiYUQVQ8/fYtHB+00Eh84ekqc+EJkjDNEKBSitWS5LvPNM5wWjjSFZosNmpVsn9wgKqV65gXmEqrQs5wOMHWGiKGNAhEK7vQd8EzbxgMxEgbwI2BGVmlEarUNZlRjISUSWhEhoj58JwU67AkKwslgsKYoly8WC0fqIbq+/Wh8+Bireu1UghoTZeRKf9MAdCmtP4hr3vgkDQdvj9CEo0pFPIyZ0PgUxRwmaTUIohekYFK1I+56zccZ/8ec/TOM0P/Tbj3ly7df443/x30FE8b/5Q7/Mf/iHPg4YkkwCHwt4cJhxzA9w7T1vo5zPOL2/hkKxef0ancEA70pmd/45SfWrGNPqXwW0wMXngLjiQ9rjAxIC585XBPBoFYn/yrO+mbO+keF9TSDKtsmaoqmE6nBGZgyd3KKArigWpw1Lq0lHFm3BVQ5rI6IcE6OgBXUui3Dj8U0ad8qlvQ4P7hWkqSZNFXnu4/0N5ZywFswjQVfoLlVRwmNysiRJDNNpzdp6St5pRWMDCh/kQgLOpKsXaGb3QRmm93+ewbV/k7yzQWfzXRyd3Wd36z7HkyFHy+9kUhww3P4Q6fa10GpeTdjyzzHoBxRoUveQy++O17Rh47GbHHzxk1y+dsJ8tkQpyzCxAWmKvx9i+QZRFiUOr9R5UIgJhGZpIu8lFiNFgUoCukab1IYmDedrFsuK5aJEpKFKNVli8F4oxwt8XWAGA5I8QaHCmhYFYmmKgnq2wIoLuE0nI+lmiIdqsmBohE5u8ITKQ2gIEJYLh9WawSggZL4ug6J6VVIsS6aTKc4FlCrNUi5d2lvtHF9vjZ6LgOc17NVVviRJ2NhcJ0kMTROIdlmWBBgfwZwDP+eQb4RLW5Vcwa+cQnyaQ1eSEbA2uoQmoh2skByhxuHxmLhkY63Bx43Ke2hCdqi8CfShjgr7jkQI2sXMkgjHJ4LLG5QVtNWIVnipsCZfEYzFt5tf2MPbXMtHR+LFhw0xlgeCSF+AwWlLD8Ss2IeqPU5gUdNbKNZrTZ8uOYrM2pWYmkpDJky72UXUZFUSUW240gZbIcNJNNza22Z3fcTL+4ekWcJ6r+1WkNUmilZxMznPuLXWbK0NecfNKzQiWBXKHM4Lk0oYS0JhLXQ76DQLzk+FaxILL8y8cLZcYhczBlIyTDSZDQrOg36HQS8OlBSofPhOnSasb24QyiEwRCgXY9z8IeJP6HQVpv2c1niv6A8HeCeURcl8XrAshJPTMQB5PkQo2dnsc+f+KSdHDY/d2MW0ZUplENFI7SkrxXyZ0u3tRr6KYrEYYsyYELOF2n0I/MK6HU+XOOfDrKTagdVo8whMLisXEzNtRVk66spQ1326w12G61lEQ93Kma7KQaiV8FrIYv15CcgLmc3JdCgllpHgjYm6Mq4Vr4zBuIRAoolzf1rkEIHEOTxC1u0yHJ5PLpe2DKXacxZc41DanKMN7QYshOsTgxaJkH7goZlVpowC7zxKK4xIKFPI+foNebtenatSirpW/Bf/1Qc5Pulw67El/8Hv+Gf8n37i36KoUn7g+5/hz/7f/n/xCVCRIOoZTwwnfB+DG0/hEU5PTjg+PcbXDenGOo4F5f4/os8LaNMifQokAaljWS4mbGhC+cSGx1ni6xGFabshw+dD80Ce23g9wiiBahbmXUnVsN7NQlLmiargil4u5F6YHtdUucXNapIEVC8h6ZzrwbT7TyC7O65e79LUnsEwwXshzWNAL8lq/2n3DC8NWkxEEwLR13vh+KRBqdD9N1hTeEzsUoyhntQr6QprKqb3/xlaLRiaMYvDf03vyu+ku7HJ6cmTJMczDhcfYJ6vI3pKvnsTpQ2+nDOYfIp+p0ZEUVQZ5eZ7MSaLKu+CTRO6G2t8+lf/JU88dYNRJnSSJJSwInrToqRt6tGqY9e1YzqZ4+pAyk4SS3/QxbaDTNsgb7U3h5Eks+mSui6pRVBdSHONazzVZMYwMZgsYVkuWSwKsmEkpQsU8wlJVbKeW7QKchRFWTGZLjBKMeqkpEmKkwalEhCo65LFsgkJWXIuOYK2YdyMOy9jevGBVyhJ8HKtKOLKj7QrYeUaH3n9jdtFwPMqey1Kk1KKNEnY2FhHlAuFaTzLYgmnJY0qAqUjA50kcTSBWxH2jDLBuUbSi1JBxEmJWpUagnZPy7dglZWqmOm0GVZIaiPigcdiIWvzIMdKalDOZxhNDs9wDpazmrXtNXprXUwLH7clDhcZ/N4GorMytEqbstrgQg4Uoncdg502jAtRX10YJsc9TvYT1kcTrmwt6IqmW1tGZKyZnMwYVAYrLYgVdK3j/5t47V5VhsAFVCbsgPFFvcqGQOjmKVf3djiqFWeFousrNjqhtOaF1bR7heKscJzqnF1V0U8NN69eWjmpovHs+5xmbR1tNWnM+VZX4RUdKEGB2nT70Osxdo7TZYkt5xhXx0xN4ZWi0RaXdVC9ThyDoGJw56nLgtnRl8hsA0nU4dGto9ZokRCwGkhNxqCfIkpRVX3GY8HLFmU5pygLdnc2ePGlh9S1x+QpZSnM5waT9MjzASbN2ehlnGeF0E93KZcOnc/DfcbRijAisL21FhEVgu5RK9Aobcu8Cg4dRVV5GtnG5GukfRuDkBZ+T8KIEMKzsCpnKsKoD6UiCVloag8OTF3hD+4xn88QpUjW1+lvbrGsPc76gLY6sF6x1unj6oZpVeDFhdJqDGCUUgzWRgzahCK2VYuXQJ6P7/Pi8aXQS7qRSxGW26IscTa4fNVoRt0eJ/MJSRYy7LoWNA6TGVpOF5oo+hbKoFprjGr9XhvhhXXgRfjoX3uKT392g17X8af+w5/nP/8r38PReMiTTzzko3/pb6CNR7yibDocLbYY2AMe8l10r70b52rmd/8x2fKM3ZvfTdLbwk+exd//5wzsLPyMWFpNMFnphSkCH0ThGkd1VqAzTTbMI0rq4/2Lw81i8N40jjRJw77lFU0BZt6wZhQ0oHSCbS9fdIRBV8qjtTDKNJVTuCQjTzVNKcznBfQg7QYVXk/gRHkRsjwIuaaZjhJgUZVcxa6lVt0dBQTiu8g570VrxY2bI2jF+GI5tE2wiKhw4O1rUI5+8iBcK4Gk/AKLydPU0mNc9VhWH6HojHj+l/8lT33P78KmGb5aMJh+ko18Fma/ecOs+yQ6G+DKBV7CyB7xNVvpCdLv0lSOXr8XSlVt96QCRFMWC4rFlFaqBG3wrqZwBdjA4SvLJXVZk/V69Ho5rXYXStN4z2w6oypLiqZCdy02T0E56srTTBcMM41VoeuxYxSphtnZjKUx4BxDK5S1597RBGvCmu31E8qzBXUDazdSvKtjGNxQlEFfrtvLUUqHMpg+37OTNCfNEtI8YTDs04rAPqr2HCyid63226usdddvlIp8EfC8rrUXsL3QQbjr3NeGivPTboRxHZzz+GlNLYLD4zA0OBo8lVJUqqHWDY0WGqtCYmV0IMsbFYS4VJuJB/hdtc6I8+xUCItSq1YnpnXDoTNCIg/HRScmPmQ8Te1JMo0yDc7XKx5KOK8YKXsFLbITMyCNAeVZTOHkoMvpfpeTgx6nhxlnBzknhz1Oj7qcHnc5Pu5yNjkfpPqf/+FP8u/+yAth5k/aOhxi5hJ4HUoRSyzhmip8XPuGVtSwDe6FOBLDC7XzVB4qcVRRy0JpQ6M0rr+OyTsIMGkc0+UUXVU4kyAxwxbv0aNNTJpyMB9j3YLcBq7RvHE80B3UaD0KLj4iuS4xy1VEUqVacUskOjClNbZnod/FiYkE87CmdESGfCQGa61WYo3l4oRUN/H+tvymcDtCp1D4TF37sKUrQAvGJAxHe1g7wHlP0xTU7pQb1xXT6YKydBwcZXhRlMsjrt8ckqXQ+Hp1DKtp0mqdZbEgS9vMskUaI2q5Kg+dPyMBCREq18WqAqWg8jsYM8DXDlc2rX+kVbiWVeAJKy6ZOl8jTdPgi5pukmJmM6qTY1S+pHM5jBgpTk44e26ffG2bfG2d+XxJr9vHlCWHLz6Hqyp6l68yGKxzcnaGyUIJTCIqsWLct0FJFE0UDU1R0U065GXB4vDl0N6sA/E2GQ6xG9tUdY1tak5uv0Rn7zLj2QylNFujdZTSHJ+d4e35cxtBo/DEicdo3eYwtGCJQvFP/+UV/ubfvgHAn/ojv8Zf/f+8jWfuXGJjfc5f+5mfJc+XnE0SUCln9sPYzXdzUk7pdEZo31AdfYqe+wwmdyzH+8hkDcMB1jQE7U9Bt/osMdkxKpCIQUJL/7hmwxrK0lNMS5J+CnF+n6899VkBiSYZGBazkm43xTuFm1bkDXSSmLi0aLHI+TVvEzraIFdItCdJw/6XakizjKpwzJcNug8mS6nHNboWmp7CdoJAqDKhfBYAxhAxr/ZJEVztcKWgUkXaMSG4Rsd5eO34BInPcizFPdLqHWYCmrgfhrWemIrq8F9TmPeQbF0GY8mNZu/t30FnNMLVS+zxxxnlJxSLmqzT50xfR4+uc7q/TzEZ4xrH3q1b2PqINXuEubzJ7HCC3hqB6FVirBGKZc10ssBJnGMoQdfIJZCP8th8IHinKGYN9XxOWZT0B12SNKdYLlnMFjTeURtPupbHspKjnM9JvWOY6TjiBohzspSCQQ5F5UhShTWW5bwJA3LEY2xC7RSolMEwCL4GdAzm8wJtNHkefEGYlediyphEjmDcU9pMot3oiDpdLarY/nv7kLzKInWQNxjvXAQ8X24xCHj0FRHm8wXT6XTlhLM8o5NnJErRsYYg7BIyish4O/+C9oaID86h9rjCU3tPraBsGirlKZVQa0eJozGCtxqvNaI1XteI8RGe1XjtQ6eEDhoNbYu0WjnVKOxkhLXt9XBOq+4UByK4GsYnCScHHc4OO4wPBoyPupwedjg56nFy1OH0qMvxSZfFMnnDV9Aaz+5mQS8zpJoo4ke4CF54dCJvC2a1rlPh4pyrVQyEiDApHBOxFCbFGwtZirIJ2gYdnRYhC/TQc7KisgYGa4i4qP8CrX6MVkHhWfVGPJw6LjUFy9pxnI2g343ZdxOzJRODm5AxtgTvR4m0sbWNdlNXq7IFoHz8e3SASqF0CCK0CmTeanGAVRLjPxVF5IjtnFA2CWU5wPs0CC3G8SEKgzEplSsCKuQ1IiMalTJYm7Bc5mxf2kDrMGh3Op6hhxqbJREFbDk7oZRYVesk9jiMi2AVhuIdFEuD94puXzAxS26cYrbok5g15lXY7IzJcL5Cm6BMHHQcwzr1YedGIzglcbKziiiCx4hhvTugnh5SP7xDky9Yf3fB5k1FmmmgDlnz8RmHn5+yeKFPMlxncfAA789Yu1Vgc8fJFyaos112bz3F2WxMVcxxyoYnQ4XSk5LAb9I6ZN3GGrK0y/zOyyzHp3Qfn9LbDfyPem4ZPzPBT2eYxLAsppA2LO/UbL3tCZrFkvEXfx2lNBtPPMHUO8p6DjqJs++ELM3p5D3m8wV1vYCWt6M0L7w84L/66fcD8L/64ef49CfhX37mCdK04ed+5q9z/doJjevyf/iP/gO8WePP/XWDNR7bXUNpQzm5DfNfxpiQmHXTEuEB3jkO7s9JUsNyXnPpSg9rQwAdumQ8WhR149Hjkr42GKWwqcFUnmLRYHspiKFeVGxYEN8wPWmYTSo2d1M4W7Km1Uo0UFGj5Hx6/HnSEPcBFGVZkyQ2Bn+e8wTHkBkhQ1PNhfmkJFdCL1Uslp7C16SDnMD+qmMJpVntK81MaMoC4zQZQetZd+PcQHwIsDl/PiWW6oIjbnmYTXTGkcvUJh+qwcrzLOVJ0u4lRGnmxwf0ty9BU5Ae/iqze89yLzGkmaZz5Rb20ntRNqG3sU02XI/IrqNbvoSjptPtwNDx8t1Dbt3YiqV7cHXNfDqmMjXpMA9dl16BchE9dJSLiqaqSbs56SijLmsWRU19MkHrKbX3+MSRDFMyq2nKAjdpSJVjI1NonazuiaCYTUqs1eR5GE/RzVREuoS1tYzBMGExq9FG0+1lbKz3iI8TdVVQFDXdThIU7SGia3EZ0PKBZJVgucZTLMvwdx04Q51uJ5wjMblcgQ7nAU74s4rBTtvN9wZ80xt6128pazMQWTmnMP11zny+YLlYYo2hP/CUi5K0FnINQTWWFeyo/HlnVahRxposCqPCfJSkzXDTDFTsnooIiKCQygVSszgcgSwZ/hu0ShoJYn6NNBFZamjiMSgVMxcVZmjhBfEWawTjA8X5f/wHT/F//QsfecNXptdpuLRZsLdVhP9uluxuFFzaiq9tlVzaLNkYLjGx/VkkbiQBgwlQcZzlJatSFrEkAorI24haRou64UAy3GADndgWeA/X9RFsS8THLNXRtqa3m9oKjViNPnABCYtCg6IUdX/IyxMN/RyTprRtsm22iKpikBN+yzkXA1iwiUVH+DzWIAOCJcSgJtxTpSTwBVYRcOQr4akWpxgWnKf7KnJdYDbXFGWXLBvFNvVzROk8/xG8J7SCKoX3CmOHlEWHNE3iNYVurxfUTOP1MbRt1SHj1Wh0vsZ0Nmc4WgS1ah0g6fGkQ7e7g0ZzenJInk9QCorlkG5vA60NZlXSbQO9oMNkExs4MgTwTuvIa4nr3uhQAsptDzNfMP3C51FmwfDJku0nHXnkzIVzNRgjjLah/xE4uj3j5AsF2VbD3nc4Or2QeQ53G+7+2j4nXyjZuPUEdbcfZsgtl7jlksY3+KbCNY6yLJgXBYkolrMJo55l830lu0/4cMBhIbB2reTBZ46oTg07HyoYbFvuf6pk/GwJ4ujenOMLy/iFLzF87BZ5f53CV4h4UpWxNVyjLmasb29RO894MadyNU4cvZ7mxpWC9UHBTvoCf/6f/iAAP/H/+B/40HfewzUZf+xH/33++b94grwrvPDchKsb/wSkJNn4AP705+nYImDPMWP2sVRgrMGLoTswQY4CoR6XKOfRoyR0e44bBjYJqC4hKeoYAwtPKXUocTmNScI0YjVfInNPv/B00mSVoQRdr+jlhPich2eviTMFbKpx4jk9rLl0qR8DEUUbFKmoyJxZTWpadEjTzwym9ixmS6QJCz4ZaoxKEPEUZw2Z0/R1hk1DifXU1avjCtyWdvhlmMkXdgG7QuDqOoq7mngdVQgK2vlvnaRh1HyOkht417A8O2Tr8h6j+WfpDxeUaRhzMmvWkJ0PoGPJL+/1AzcND6cvMLALykJIE8/eep/Fsub5Fw+4enlEajXj0wm18mSjDFc7lvNZONIsRZucejljqDxJqljMl8woyYY5aZZS155iWZD3U9I0o6kalidTekoYdpKgJk+4Hl7ANQ3zRUm3k4LSzKYLur0Ua+P+IJ66chTLgm4/RwRmkym9fhdtYD4t8K6hN+jGBMbjVR1Q1VgKFRyKIKR7Np7QHU+ZTucs5ksWiwU2sQwGA27cvMb5DrJKfYFHu7fUqmynVGR4vAG70OGJ1vbxn52dMRgMvwwmExGcc6vIVGmHqyqKz32cXMqISpyHnwq30h8JQdQjrlfB+dyhiHCsNvPgZFeOLEr+Bye4ogpGuPW89BW+KJZd2vfQbjbq0S+MD53wD35xl//5j30P64MQsOxtV+xtFSGI2SzZ2yzY2y7Z3Sy4vFXQ79bhYP05pwFah06UK4/Bi/jQhbZqOQwLV1SYN1U5z6LxlF5RK0Nt7Gq+TtrUpDgqbSk6A0wnW5X5QgurXv12u+BF2g1TVhtvC5muMoXVZteSWFuUpD2fAL2r9l5IW9UXqnJOOTulLMf4ZoHyTXu3UKZL2tum09/AJGlEaAwtHN6WH8PR6dXzKxL4UE05Z3b8LJZZfL+Nre4h2Em7j2FNEmB4H2UsVcREHhVoajNS73Gxm9BqG7kAq7oJ7dBVot4NXh75joB81U1FVb5IJw/cjcUio9t/LDh/CW3DrimC3o3NVmT3FeenXZkqZM0iEsuJsUTZcmdacEwrXNXQ95rJs79O9+qC3aehMxDARdQutKeXdUpqHcbGzFwJrg4NAEFcLZRLRUqaRvHwi57xs31M0gc0FHPIl2gb16OCRbXEJposMyxlyfV3ZIx2FUpZaDkg8UnzPpR+TKJBGsQbjm8HkbXhduhMOXwOxs906e09Tm9rF+c9Bs/pi89TzyaITeisrdPZ2KQzGFE7weiQYf+TvzflT/3c76Zxhj/2R3+e//Q/+cd4V/Mnfuzf5b//f38Imwj/uz+x4Ls+9Cs8demfYbTDuwStXeBAoZBVx1UgUKvII0RAnMdNCjourMHSg0oUQ2vQ2tNUUM08WV9j0xAIVI2j8UJuk9Xz8fL9OZ00YWcrXa0d9chWU5cepUP32eK0QbRGSoX1IDmkQ8ts3vCFZ09439Ob5HkUxcNTVw1p+kh236LWsfxZ+7BOGxGKXGNzSzVdMvQZRsXyflz3Uyfo9eDIJaK/LerUYpiPCqc+fDBnYysnSQy07d7t8xP3ncpZHtbfSXE2BpNzdWNBP3fhunvFoumx3PwudGcUOqtUKBahBDd9QH/8cVwxIc0spqzY7PXQBs7GBZ/81Au8793XcK7CrBvEgV7O6SWBW1Q3Huc1eaaDgnksJ3kvLCpPjUb3exijcU2Nmy/IVAgWQwnMr5K1EMTUGGPJUo2xIdnyoljOgzJ4liTMFgVaQZ6ZwD9VGldXVLXCiVp1zGlsTHTjvqoDtyuUzRtQBq0Nvvs0249/EBGoyoq6agCFtoZ+r3se2KyGnKrVvk7clR8FJ6bTKevr619Vh+ci4In2aMDzuhes9aUioDxVsaD47K/SoeQ8Eo2ZtyiCeqhiFYS0RElptZcJLdwr+np8qIQoZuVXziW+e4XpqVh+WH1PuygixNfCoqx+k3MHhHB4esaDgznLosBR8/TNy6yP+rThsoL4Ha1EfPvb+nxzoP0tHuEnSKxcyYpoJiLUTpjXnoVoljbBZ11UYlHGoGJ4HlAQHyX7w/VSuiUgtihEbK1WMYh55MaE5yGgN76p8c6hTRwYGonfsdk0/F7wvPEe+Bj8BDK3qJZk6pmd3Kea3cHqZiXMGM79HKFyHhqv0KaLsjlKhQ1WKRP2cBWHMHqHNA1I6DJSvkZTY01srVYmBo+apgZRNzBJZ0WsFQlIn46dQ17Cn73z8b6EY/bx2ilp10Ybnq1OfLWWHrW2HOoF6mqC0Xfx3oC6TpLm4febgFat+GWR1L4iJUbEjXh8gYgvq3WpiLo7j8Rp4jy5srj7d7DdA65/pMLaVi5fqBvN6XKHiX03Pr+Org5Yb36Zje5p6KKKLdIiwqLIAE0nm6JI8L5mdiSc3TX4RpEOhO23gTYKkVDSgQYtKagmCm2Ga1PVOfvlO7BK2EyeJU+reCXbDThyq1QosCAmlj2Fkztw9OkBOt0kHQ1Z7j8k6c9Ye7KmrhzTO5ZmkoHqkI/WUNYye3jEj/yXP8KDw3V+z7/963z0L/73KO34M//lD/LRn/0BtBb+8P+l5K/9REInL/hv/pu/yo3rJ/E5DTIBoqKycRxNEoJOg9DgncefNgyt8PCgZDH35JniypUhgSReszhwJM7gE0++lWLTc+0m4r30HvYP5uxs5tjE0D5ZoHB1w/LMY8qQpDVakXmDVlEjKbYZVK5GOp6jWYOtha0rOXmeIsrx4OGS9WFKnrXPT7teY7OFNhF08ywbWCpPXyCxYT2GADU0FCwbRTNMQ/k7OuNq4VBWkWQ6Jh5hH7h/e8FiXnHr7WuP7DOPBkmhHbxYOppmnWe/cMK73/c4vU4I1kQpFlXCbPQhTH87PANxf8TXcPY869WzuGpJr9vFVRUjDXlqV2uuKD3PP3eP3nYaELn5gn4egrXQNu/jGozISaQMtD7Ae0/ReJzTWB2CFKVcpFCFRouqDP+zqY2jjdTq96VtLhChbhxV7cjSDGMlJEeeACXjIXZVBa21ONtwldiHG+ddE9GyVq7AI4P3svXYB1eBzarc/wp/FhH7FQmddiG86s+KyWTM2tpXD3guSlqvsrY1tLU2HqzrGuea+GJsRUVxt/KkzmEkdGdYwOLJjMUoh9GhXVOrlrAbFq2sSMPnpFyIXQZaRcQoBDWo0AUE7etqtVCkhVcIn28l3dtMKZBNw4N4/j7D+miNfq8PIjRNTS+NkXvcEEKM0c7lgUA69OeZjlI0Tjg+S3l4nHPvKOXeYcqDo4wHRx0eHGV874cO+P0/dIfSWHzSQXWzWJYKhO9zQZ3WIQdhL1TgJXl5dLG3olvtebRtjg7XFDRNRVOW1OUMV0+hWbAStTJZQCawgfckobWzv36Z7mA9BJirqM3RjrRAHLOTBzSz2yTarRwzEMphvkWVFFarmFlOkWZ2HhjzCFlThS1Tx3MwEP5Nt7yHOIpBA95TFB20gaYO89ucC11TXs4JxNHnRmTFna/Z9p6195PwnnZ9SwvFncfJtAKbIbZVIJqq6SGSYFOPaxbwyMdAo6JmUeiqOt/swkqUCJ3H16WVM2hb0ONmqDQGjfUN1fKMyx+usalCk+K953i5yzz9LtJLTzKwNq6VHcrqJnfOPsOm+gzddAKiOF7sUA1/CLBMx/+I7c5LYfjpjma006wyfKHtL2wzSLtaZzomDePliGn2/XQuPwVKcTr7Duzsn7GdH1M7x2FxnY4es9E9iVwqVs8lwOZ1Tdqd8vBTFcuHR/Svz7n0rjBGQ1TD7i1HMS+YPpwxvXdIfZYwuFrx3/61/xc/+Zd/gJ/8ib+Ntor/+i/9dj76sz8AwB/5sZL/7i9ZiqXh/e+7y+W9g/gERY0c5UIioAKasOKhKI+vPXLWMLRhkOfWRo5f81gTe/IaT3HYMD+pWZQ1W2tdCtXQ27Zo7fCxPK104LB55wPKFZMQ8Y7FxMHEk6sk6CEhZF7RIn6rYZ4i5Mrg5ooN7zlZlFT7FVWvpLuRs7Ge8Eu/+oAPvmeHXj+Ne+e5jhg+IKEAHevJRVguG3wNSaKx1kQnakhwVEWF6WWIEsqzgk4tVAr8Zo5bNDSzimQrpdsz9AadFYoVnoWWjmBou2q96zLoD7h2Azqd0No+LrpktmQ+eg/JcAeUio31QLMkOf0UveolEINWhmo6o5uo1SDe1h90O4Z3vOMaL9w94Pj0iJuXByhguVhQ1+E9vV4HY4RiWVJVDq2ETseQRB2fvjGs1HziwGoBloslTQNpoukP0lWCF9TvI8LWVKs9IUsNWWpXALEomC7qMIpIwbJYUpQll69sBVx1dR4+IuhgknyFqos4fBMqJVpF8vijX47inOPZIjn6FT65tRX5HV7z31/LLhCeaK8nTS0inJ2cMJ3Pmc1mq+ByMOyTpQkPH94libwF7z3Oe6Qp0eLD8DYP4hzS1JimIvENKR4LJNGxGw1GCUaFzTZk2T4iPS3RVqMkZJ8SmBfhQOICO2+abhcJj+Ql0BJ1w6ILzl2FEwQ8vmkwJszeqb3iwUnKg4OU+4c5949zHhzn7B9l7B93eHjS4eAk5+g0p2lev3j6B/69h/zp//uLSKszIuHYY/y/QoUCAhC3lDYgkdY5PYJhKWiqgsX0lLqYUNdzcAW4CmNAmRB4qOi4W3TMS5T7j+XIIFinqRoYbD9N3t9ckd/aqyXeMz6+jV/cxVqPOB/FFsPD5fy5hoS0D6n3oesKHxWETRSuC5sD8aEPCI0+R+LCl7KSJEBRVY5FsUuaD8LdV0GxVtx5Sa49Fq1Di64XWdXMXVPF79Thv6oNkleXJmhsxGsr0tbBA0dMKf2KLpsVEtner/OvokXxkHDOoRsqfk7CddUmDjNU50nFKrAmcC5mX/oCo1snXHlvQFAbn3BafRDZ/AjKZri6YHH0RYr5S3Q3voN84yYKjV+eIrOXQWn02hPopBuOrCmQ419gyCfp5o5Wgakl0JZ1zmQ5wEmKIonPUkDlJLmMG74T21kjPo0hB6gXcPpZJNtF968i9ZTu2d9lrXMHIWVa9Ej1nE5WBTRChLoBVzvSXEXCqo8clxRPHQJ9cYgPnWTtcwGKv/7//BA/9p/9bgD+t//nir/7NzQHDyxPP32bj370Z+l2Q/AuOFREq0Sisjb1CgXwtUNOHcMkhnmNYnoQJBO6OxalheV+Q8dZlqVnXDYMO4ZuaigSj0o1bhZ0bfSaplZBjHNzI4wxqcqG8rghbYJqr6J1QrFkqtuQ53x/kogGB9Eww/7Jkn7HYHKFGWlOpwV6aRhupnSGBmUUi0lN3kswti09h9/w3vPCS2O8COtrCTtbnfaOId5w6j3ZZk61qCnuz8kTQ7efMnY1Qx04S9PUMJk4OgbS9Yw0s48kDgHFw2tmM4NSQxLbo6w8o40eZ/oasvkefF1g++sggj/5EnR2AEV3/Emy+gCbplBVDJOMTmrDLENCkBqIvzWnJ6dobbBpwr37h9y+t8/eRp+b1wekSdCwWSwqmsbR6aRkqcI7YbmsEaXo5GlsOPBB88ZrFssivD/PSBKNNBGtjpIY4RmPwcpqJpwO6wkd/IMOQ1lfePGE2XxJnlkETZYl3LyxjhYHJkMpQ1MXAdXRCqUyVlzFwjN5cIbaeA/XP/ADLBcFZ2dn7TaEVoZr16/HcUjn9vUaLXER8ET7SgEPAqenp1HELLyepinWGl6+/Tz2EZ2OsGBcKL74WI4SH2uZMQsWwtypiBb4uokTvj0SP2u8Q0X1WOXCa1qFEEALKHEkWmHbDF0ptIRRAjpG5/oVkbKsNnvnVSjBIHzuhRE//bee4uA44/C0w+FJh9NxGstRb8zW12u2txq2t2u2tiu2t2q2txve8Y4p7//AlIBMBWXfcE1jaSrqcaiobBquoY+7fQtpygp5WUyOmB4/S6IajIm8BC8gQZ9HKRP5KIEY2GaSQquUG4jAq5lRQOVTOhu36A622v0R72qmx7dR1RFaNTFIPHf2qPO/60cCgRXoH7N8H1GNFR+ztXhaEjkvqw9FCQFtNNOpIu8/ibHtUM+IPLr2OskqkIEW4YnqvmhqV4Y1ETvTVERaQqlLrYjFobSkY3lMIKobh5JqRKZiVr0qWYmgtcHF0lpbemV1LDGYaa+Vj4R1F3ybN4K2ipZTpZ1CHhzgq5e5+TtLsk6C4Dgs30219UPgPZP9XyOZf5KOOcVooWwS5sl7yHe/m7SzHkQDFEhTMjt5AZMOyEdXwjnP98mn/5q+uovRJXUDhVxi1v8u6F3FaBs/r18RzHnAlzOKk8+B7dHbejtKx+4TWD1PUhwxOvn7LOxV3Np3IsUB2+U/YdgdI5QBcWlDe4GqDFIPSdpe31YdGJSyMTDQ/O2/8zR/5I/+MCKKf///WPML/0hx+znLYzcf8lf/6k+zvr5gxdcRDYT5Rq7xVMclKvdkwzS0mh871tIkLDMnTPcLOrVFlGcREa+ByqnFc9dY5oMuWVFxc7kgs5bGudC+rhW1c7w8mfP4U31wwvKsIaktWdtuqQyl84xFsaY1qW4fgkiU9QHVbJsH2mYCrywv7k+ZLRe88/omS13T1DBMEiocum/w8zA8FmMY7aUhSFcaVEMdxzYZpfF10IRJ8lBymVZQd2H+YMlzz074ng/skKSxpKkF8Y6TecPRScmtqyPOrCcdJShs2EeUj4izoVz2GIyuM50syTopM3MJd+m70bYT9ntfo08/z5b7IoXLUL6GpsQkhrQp2ewGbaeWYtCuJ+c8x8enLKUMl6iCpAclcPuZezx9Y41+Pw9JlAqJXdiP4v4jQd52Oa/wCFmeBuS7Fjp5EtrxbRK3jybujRotkUjd7l0S/uB9FMqMiUKL4jU+iIpaa0AsSjVonSAShlSvqAbSNp8kNLUweXiCnBUkHuyT38uVD/wOlsuC46OTVYleacXe3l4MeB4NTb4+Ac9FSeurWKsNsr6x/mX/VpbFI77KR+7nI5otCryqCe14bfBDdDgZygb5eskSRMImeH5jgzKzFhV0GQht144gioY0UfBNh0DCBw6I94RIu/Xe0hLywp6oWlRCK5ROeHBnwN/+R4992bkZI2xtVWxvx0BmK/xvezv8b3enZmezYn3LkWaPlKZi+cRLQ8gQgkJw2xHV8p8UbWuiwjUlTb1EUKSdXowH2jo1SF0znxxTjp8nMy7C22pVgllp9oiLyNhq0EFEOc5LNeEmBa0cL57EOIqTLzE/fh7vJE6Pd2RJvB+qxdL8qlTkReGaoD1jTEOS2ehIGlQckaCQVQu+MjGw0OE4A71Fo3UIEgI3py1FeBonYLeCA45onPjIhQk91bRzi9qgyftzJAY0nW6fJE2jivB5DVzEhyGZRK0b7yiWS5x3YX6aCh0bbXDTrh1Y+SUUobwG0DQBJWiDQBHieASJgVG4zq5uWMt7FMf3yHoD6iRlXocW9jWTMRvfZ++3VaQdi6iG8XKTxej7sBiqg19gVP0rVBI4GShIEljjE5R3v8AyfQJjNxFpUMvPMtCniKSU46ex29+N6e1R9n4vs7LE+RJrQieejRwn/8gVUtF/uHqBO/k8ZvwLjJJT/EKo5+/A7v0gKt9AmoJmdkAyuITu7LC49L8ErUmUhmzIcbHN6ek/5VL+JbLEoUgpKsdBcYuq+6GAek0+y5p5jmG+xJgw8JNIKP2H//gJ/ugf+32IKP6dP9Tw6V+G289ZdnfP+Mt/6a+wvlauVM4RRV2WpLlDnEJOarZTzbQQagt6WrKeWpCg+js7rklKRaMaxAv9JAPxjOuGe70cRl0Sk9DkKXe88JhbYrRm7jzzRjE5XjIRx+LQkTaWnomq8yqh8p5jJxz3e7iO5Whe8PiyopOYiCaHUlsbGK2GhoqgdcPN3Q4v7Duc96wlOfuTOePCsTns4CZgTBKCDwfT/QXiDd0tS9ZLSJO2s1KYndYoUSR7CUoberahmNUM11LmOzlpSkwYgup2WTU8fDDlyqU+RtUkBUg/QZmGqnLYVNE0EoIqMWglDIYpZ24N2f1QeFaVgCvRx5+iVz5PicfKAnQXgKEIo0E/BP+RDL3Cx8UxPhtTiKOzHkpcIpF3s1jwrsc3uHN/zG7jGQ1SjM7CPto20ahQxlTi6HUDPaEsa1Jj6CQKTFT0jm38LacT7wL/Rico73EOFrOCJDVkHbtC6VT0OwJhjA2ACqhtCFZAmSQOKw2/hIBrHNOTOcXDGZkPg5ExoXvO2tCVNRgMH/F7qwvyGq/95u0i4PlNWUAKXBtgrCDWmHVps+IhxGR3NWw7LNO2gyKJMPYjxOW2ZVDJCp0gBjgBVYizkZTGRsRCCB+XCBsHlOe8nOWlbQ/VKx7H47dq/uP/+A7ra0sG/Qnr6wX97hhtTtne3mD70g7iI5KgWr2DGExFwlxIODxIrAGLgLIBRYmqzMEiPOo8ri6pyjGL8T6+GKNVGK0hegi2i/ga7yqUd3i/JE81iTkvlRBLSEQ0oZWCb69TuBjtvxMDznAftLSZZXiP1YrEuBhUhPu6apMNUEdAQDxMF31q1w+1b6WgcaiiJEkWGOOxJvC7wv0M68K72KXkmpg8hblXHuLm6aIYHCitqStwZRpmrhE2M5GwaNoyVDvRG2Xojzr0R+t0+l16vT6dbodOt4NNzh/vL8dxY8eReKaTKQf3H3Bw7z7FfHbecSiyIkUH8MeH2U9E4rG48+ul1PnaEB/J3aHEVpUVO8NNFi++gGsOqM4MtrvFpRs3SbKcky/9OoPHZ6xd9qCEqkmY5b+dPB9QnT5PsvgVlK7Cpi6alowKDZkpyf2vQRkCQx3HZHgpMO5XWb78aaT3QbKt95PmaygzCAhrvYTlMeXZszTFg3M9HoITFHdIJ12GjmRRaO2wfIHlnQOwN3HlbVJ9SnVyje6V34PubITL2lRorUk6a/j89/Lw9Evkk1/CY6k6v41s73HSFm1cv0FRzZmePUPSfIaN/IQsqVmUOS8+fALvNf+zP+DYvw2f/0TCcLjgL//ln+PSpTG0gbVAfVqR1oJD42YFG1ajcQwszKcVvSgEKMDspMTMwnp4UafUWcLlokaL4+5oiOqkgOBcmP83H+Y8f1qja8dyfR1JFEXZcKVW9BoV0RGP83BKw0FmkWEvJHWAG3a57YS9suJYaXZUQ0dD48IeZHT7rCqUD4nWzd0eB2cFmYWtYc4nnjvm4cmcd1xfC7uaNijn6TaBf1Ic1KhdyDoW8XByf07WBBRZfI3CYBT0s5Sycmyud6JuV4PCxjmAcHxW8tStASihZz3jeYnWCjOrqLoJPjEMBlc4GGcMnGfpcuqdD6GX+ySzlyjW30Ny9mn61UOI7dfolNxXbPTDvDsVss6wRbZItlLMZktm5ZJsI6Ne1tTzMbproW4YKE+3m/DU49t84dkT7jx3yK23bdMbdcLeFwnavvGYNIlOxtHtprEzKonJh0JcA6qJMaeLpfyQkMyOpywPZ+jSI1qR7g5Y2xlibUuRCDMSXSMs5xVppknyPKI4IE1oEoFQel/MS6b3xpilp2tCQCYuokErnbq4j32T7KKkFe0rlbSaumEyGTMZj8NQOK3IOx16vQ4vvfQMxqgI87RDDiIobQIsCGGYmsD5MMQ40DGs/nPnCGqlKXA+EHHVphAeFK2jr5cYXwhI5GtEmpzAynGFduZWtwBY6WScd1Q5V3D48JCqcqvIfWtrk8FwuPqOgHKcE3XP5x3FWq/oc9FAaQJBzTlc01CXc6piSb2c4Oo5IksSG7oqzlGKgGqhCC3uvi17CWBX2WA7qrIl1z46odmHqgxFKTgXWpWNFtJUozVobQNHqFX3bYPD+Hvh8rQ3QMXbGlCk8STBJjsYEzKkloPjojp1VRSU5TJAuzFgWOnlKB0DqNCWmaYpxiYYpSnrJeKOGA0cJlFMpilpfj2igWBMDFzERyKoIu8Puf7442zt7mAT+0hQeW7nQcgbM+cc0/GYF7/0DOPj41XpLSBVrBCulngf0K4g5R/I1HECdYuqxbi4n3SYv/A8yj7k2kcqvIMHn1IUB310mpMOT7n5vR6bNnjRHFXvw2//m7hqTnn7b9CxD1bBVChjhrlPQZE68AReeZptiTF2OWIoKkMp6whroGoSOSHVU5JEEYaT+FCuijOlQjAfnYLo83MKjxptWqGUYdZsUnc/jBT7JPUdvB2RbH0PnbXrITBpijAF3WSAo5icYNIcm/dZIW++wc/2UcUd6N7A9Hb5xC8Z/tZfgX/4t1OyrOKjH/0o73vf/ahEG86vGdeMGoXVwtmyZpBnWBOP04e5f0joqpqPa/REYVTKHac43uyHkmkdM/csNgZg8ATkI+wdgYsVOH4we/mED6QOq4XSOU4l5bib4fsZy7IiTRKaCjr9di6SgbpB5QlmsmQwmzPu91C143q5pG/8ioAs4mKWprl/tGBnrcO89IwXBdc3e6EEquKzqdvyo6LwDdlOmNPmjhyJNlSuIdlNSPLzJo/JpCBLEpbjksFmik0sxbLCiXB0VnH1Ui+cM8K88hjl6HYyjqeOcu0mw76hTncYF5uojcewsmDHfZY0UZyMG4wv0V6x20upmoDgD/MwRBoC0judLlkuCtbWBmRZQGIeHB6TrmcoLejpgmEOlQsoUGrCdZnNQ4JxcLjks7/2Mr/zB5+i07GMD2dUi4bhbp/uqBue17AB4JsKFRG8wCDQoJuICDdUpTA9mlGflSRVE0RsVy0Hljo3bD6+RpIG7mW58EzujNHLmkY1DG7u0F3roXwT0F1taGrP6f0T5KwkbRH4dgijBrTFPvERrn/od9E0jrPTcUymgoL95uZ23OfeuF1weL5G+0oBz3w+5/johLIsca5BG02v18MazZc+849BiggpWpQJ3QnGZKEdWluMtShl0FajdRLha41IgjY+BkUQ3K+Ps7eit1DE9Dw49PCsv3oxtJtvi1pEtKktgyAriBRlzuu0of6AiKdxFVplnHd5hHk9q6kPBH5QaDd3OCf4qqBqanxT4ZuGuprhqiWh/bUODlpqjHZo5TFWh+PwYUp228XTKqCGTSlkv95LlNtpeTe0ngZPIAMvFg11qXGNonEWpSxp3scmHdIsxSQZ4hzO1TRNSTEfI7Jkc9OhTRv8tIEJIOcdOkJL4guvjycJneH1GHwE/gkSggSl1aojRbcwvWrTONXenfgbofOsJWmH5jCFd45icURZHtDp36DTWcOa0G7e1lnEC53+gEvXrrK+tbmSbn/UfqPThR/dBpq65vjwiMP9fRaTCa4J8goSidohRpfVuoSWCB4cq9ZBrMw5RyYpxe2XgX2ufU9JdxCIy95Zzh4qFsee7ScUnU5w4MfLK8zW/wDK5pR3/gE9/ymCvEP7LET0sxXHQxFELSO61z4PIrSKtC2nIBytXgVj0nKIHhGkCxfRhQSBMG+olWWQtuuRVvuqLUEH3RKjW6E6TVVZFuZx1M73kfa2QKCePkCOfom0/iJeEsrs7ei195AOr2BNuip5t+fw3/3EnL/4ZzcwxvEX/sJ/y/d8zxcx2sZz8pTziu6ioZOkISijiQgoNKXEdvK4h41rGENqLMcV3F4fonMbUDGxoJrIrdFxLXsq5zAqXrEYvDdNg3rhiBvDlGNtWXRzdD9frf/D/QnaaubTgsvX1gMJO5YO0VC7oKnkVVAvNkXD5fGUNRPvkoJl7bAmoaorXnwwJbGKtV7O9rCzQk61DvtG6MwIa3Hpa9CarjYoCeX/uu/orWegQhn6pXsTdropagpVVtMZJhRHDvqGztCSp0m4FkR0F4/C4ryw6F3FDDewVvOw8xFUNWaz+STFrCCxBieaDordYUZiIi8RgdjdtiyXHB/NKPwyTPFZOtbXBlS1g9yRdg3l2ZTNTugwC/tFQMVn04rl0nP7wRlPPLbOnZdOGdQ1WSclrYIqdI1CjVKGu33SLA2kYSQkj22nmTI0dcnsrGR5XCLzJamcz2gUkdVzFPh/jtJaenu9QIx+OCVvdER1hFoZOlfX6K/neBFmZ8LywQm5J5TLCNISXsJ8RqU1GEt16WmufPAHmU4njMdj6tJh0wRjDI/furUSWH2jdhHwfI32lS5Yy5V49FIppajKJZ/9lb+FNNNVOBLe52OCXyM+iKUFJ63iYgrDP5XK0DZDmwSlk5DxRxE3YxKsSdE2dFCoOKE27M0q7v+xlBBLRecdD+3G7lESNpdwIuH/FCZWhBqEoIrp6iIw+l2DaxyuqXB1hauXuKakrgvEFcFh+woIWaVSoLWgddBu+P+39+ZBml3lff/nnHOXd+3ut5fpnp5dGyANUkDCIEJMMA4kFnZScRZiikClirICcrBlGwdSMSQVG1xlO3FSSVwVO05SdoVKCmM7FSc/yQELMAJhLUYLaB3N3tPbu293Oef3xzn3dvdsmtFMz4xG91ua0sx7z/u+9573Ls95nu/3+9iKhtsH14CUTMmEcyd2GQ9LtgSET+bnYwO7DX+bvEQlNh5naSIY6zmUP+c692aqJ0telsYGTFLZQEJkfkVONTQcvUSl3CPrdZ4RKu1c2H9nvZ6MgWFUIQj3gbSrUBtLuiyAsJ40WTZFCKs0S1OdZavJ/Hq0C66Uym4s2U9iH55ZrkEqlTfbzH425XlMz86x/+YbrPU6rz64OR82c3aSJKHTarN07AT9TpdoPMQkKVprlJZMVOusddYxnlMfJTYboqVVfJWVj15ZIeq+zL53J1SnYsaRIgg8lEwxUkCWFTKC9eE86/W/iSpPky59m3D4FZRyWZpNK3/hSr+2aaQLSgWulYF76GtNVmIWGYfOSfmzRUCWzrfngecCuRRIN5RqQuS/n0FvkDulxKT2/Rv+QyonsRvsdRAlZVKxH6TB0y/ie9aA0HI4fKJUEKcziNrtqMkbUEGVdNghbT7BqPkCn/r5H+dv/s3HuOdHvu0yqfa8SCPwWhG1wF771p0ixeAx6MREqwnelEdlUtkeSOsQCkk7Mbw8MYGuBG7Bg+0XZ2w2aGPRhH2omY2MtTGGQSci6Qyo75yyJnUur4zRSOW7nk8bRpFSZA679rM1kKSx2+4WVOOYqXafnRg85fE8kArB7vEIYji01OGWXXWWmyN2z1bILCTkJsNQe03GNuMnPIx9/NNPDV7DUJkMOHR0wPGlNn9pxxQl4TFKUmITU/VCnm8P2LOzivSgPl1CmyjPagvpYdAM0hLBrlvRekwsKkg9IkkSgrBEGqeUjGBH3beBLzYA1UhSrVlv9ml2OxxbalKuhAwHI+JUs3ehQWkioFzziboDJuUYTxq63ZgozqwOBPVahcE4ptMdE3iGiVqFF//iBLtC6e6zNojXWhN5guriJLXpiiXkpykGTTTW9FtDRqsdvBh8uUHRtxxSeyFZFan9Z3b+R462oLDZOKEUaRIjhSQ2oOseyTghHFvFsV3gSXcfVc4Cnrw5sLr5L7P37e9Ha814NHZiALs3pVJ40fe2IuC5SFzohGUwBsajPt/91u9BOkRoeysULoNhTARk0mSbWckfX7kZG64UoEF4rjwkSBKbukydFb8RPtZR1nNSQtvtWChXE1YSjUIa95B3aghPCIRUaG3cZyuMiKwaKEnROiZ1XJl41MdXgEjwpK3VSmFQ0h6TFAlaC6SyXbytO3QCxnNlOg2kNnOpAWnyDJGNithUGrHEYoRdlyPtChkDSFsakVo6xr9zF86CIQGD/iTIOfdDuGyWW/1ngY1xmjBj64j5dpt5SFBqGaUSW5cmxmYFrD+GlAmWl2cYjkKiZA6lfIQRTvotSY3JjRFtAsYFu9l+OjWYJSrbQCdrpZEp/7KHQBZwSWeAKFTG7bI3O+X53Hjrrezau4fsPrAdwc4WmCxv6P6pDZ1Wi0G3R7/XJ2336R0+QnXXLjrjAYNBn50zCyhhGEQxqU7Qq2sMV15k97uGTMwb+uMKx9X78aJldqpHqZaGACRGsdbfiWm8H78yz7hzAtF+iFLgbq4ysMGHDJCyhJQeUpZQMrS+Su6ky0jsOvcjyhR/dhFi8oA/wWCzP/kxusyoNjGYhNwcVLjgyWiSdESa9El1j1SPLYeM2J37znxPbFK1ARlPL8uMbeRLXeCctYDRkjj1SVIPT6X4KrbnWWrLDFrbc1QiSNME0xQ0PKtOsgsMG0DEg4ThqZSS8oi0JvI1QQyBF9CJYg7VJtD1sl2ISFtqUMqWKNOs7C59jLaBo1IBqY5RQgAeKydaNOYm8H3ny6UNygtI08guPlxJUBqchQZuEWLsNSNE/l2Z1YJyPDnVGTLdG7I6NUFa9pGjETs7I4IopTscEyeGY60+b9k3TcVXjLWhpGw2MbuObDbbZW6x2b2+iKntUpw6MqbdHHLjVB2pPHQyxhjDyU5MO9HcvKNOajTBgodfsj35tEmQ0uTtWoblBWRtljQZIZWPlxpC6eMpaNRdxjXzCjMp/cGYldUOiW8oT4ScONFi1OpTKfnEymPn7imCUDDuDpg0CWEAnU7C0qkWE3W7sOn2R5R8n8UdVZZXRrS6Y/btnabXG7H+7El21su2fClt9lkIQaRTmAioL0zbthFrHdJOgp/GKGHvcxrjaI6Ojycz3y6nHjNZ1UCT3Uw36JESI1LXVFeRJhFS+o7y6IgCKpvDTYsPabOp/i3vZM/b30dmUZBlil/tfa1QaV0mZPHgaDSy5Qu3OsyULsYoKycnS+knoFO7JpKeu6FmUlb7o2u3YpRuxWbpqxlh2eB7lpDruQhcKGNveCayK1RpMKlBaJc2TRUmdZyg1OAZ7U46QyKxRnfGWKWUS5tLbdU6vgAtU5Q3IgwD0GIjI4K1Ah+NI8sB6I+ZqIWEpZLj1lgJrXauz1ZVpm1jU+GYESZFohDaHrcxIl+pG5OQGpv+jyNJpWxQWO+i2KR21W0kOjVo7aE8Rb8vMWIKT6a2JKXdKl/YFTju4aKEZ2+4xoqHhQvKjJAoz8eYBYZjbW/kwmBSm3JNjSZNIwK/RSlMGMdTBGFoORhu/4UUVgmX3RAwOTfLuGxPZqKltxB4Vc41yVYzVv1grdetw3VmbmbPscnpGW667VYqVav02PZAJ4Mgz7MZbHZ/crrB5Ca1onnHWxwhG5I4ob++Tn+lycy+vegkoaUUC7dPML1bYoREVua5rXYzxryJpHczobeC8qtoU6M2O4vnhTZbVtqD2PGhPOOX79BF4/S13KXMXbYS1mgdkeoxaTomiTskaZ847pMkLZJkaLcnQ9J0iDExqRm6RVAMgDQG4/oNSVJXWU6RgSTUEUL6tqRmDJ6XPbydR5AHuhnT8F36UHhuYe4xHsZEy1D1fJCCsucRJho8aCeGwxMNTNWSkqX03f3A2AwPNjuKdI6/foDU9ppSqmyzuHgs7Jmz2VCT2H1ycm3rrWSXGVJKZ9Ce5pmuDbdiBULgebatii252PM6nShxslpy/i2gyyVOhiGVZpedoaLVHDCSihfDErPjiNXJKvODEQsuHSFEQKaCzIjzxqTIVNJrauJ2wrRfchnn2DkvK46vd1mcruADvvIYNBOChcw6Q+ZZQE+C6i2jS5OUK3XEOGLHVMWaDrtgtj+M6XSHTDcqrK+36Q6HBI0y1cBj3Ouxs5oyNVsHIegOYsbDPtFYUjNjgtBnNIrRJiZKBKdWe1TKvlN4GtaPtfDbKabZ5/nVLgcO7kDMVDm51GO6XiKQ4GqqBALoxrTbp5AoAum8dpxgAmMD/8xsMMuUm4zr48pZRtsMfSYgjlNDqxcxWQ4IgiwbmHE8yb1kpcBSHaR08Z/IM/7CphXJgh2tN6uTXUl8m+5zRcBzAWiuN+n2urSbLeuwbGBi0plApalLO7oMj5GutKzJzhIhcdF0ljnJHIyzB0rmB4FzoDSuK7ojFaeWZGu9Dtyq1diykvVesMUYmzrGOve6fbcFIuMyQ9nZaDNAqcH2ecLesLS2HJbUlcLs3TVhvdlHp4I4TghCn7CcbmRkSMn69GTFNFuasal+oX1SDa1OjZXVGqvrFTw15uAbj9LtSvxwhkq1gRf6dAcdBv11POXjB2WkClDCQwvhuDGKSnUzoVhYYZhLxRtta/vamQRqY6znS2Z144IMW+4IKLkLbqPfk7UWUEoRx5P0Bz3qUzPkRbbMCwdQmUbbWLJdmjq5t7BSbelWMtmK38p2M3K0C8BcecQYaz5pgwy7T6Vqjd0HDtCYnclNuK5YsHMa7AN163dnEnjlyIVe4FGqLjKzZzEfM7N/cct7Ku6zDMDUHmDPmd8lRJ5a37oHZtNrrxTImPx1R6M6x9jzJbfFads3ylZKlVGqZJ1DS/Nn+SwbdOf95HRMqkfodOSyRAN0OiTVA5KkT6ojMJErxbnWKCZFCGcqmMa2JQQJcW/IdHkKJSIsFyxCGNvbK25HVMruejCOvxRAS/scn60SVKt4fgkpfQJVxg88fL9E6FcI/Aq+VyYMyihpuRRKKKSSKBlYXqK0ZN4k1aQ6IUki0jQlSSOiZEgUjRiOO4yjIXE8Yhz3iJOINLVZZKkT5w3meFDSc4kv7TJdHkpqR0q3HDqhfPozAYc6PcpyxK6yz0BITi1MIaVkuVyBlVXmpePcCU3mHJPxvXyTkHQEvvRpTARW2p4mNkOBYOdkmfnJUs6/CmJFr5US9xO8KpQqPn6YEMcGhcfw1Alqi/uYqVeRwtpvYCTNdo+VdhvlCQbHBlBOqS9USeKUcbPDVGAI62WMjsEo6mVJVUOqE8JAMR4npFHCVC1g4pYSw25EvzNCjzR6vY8YaZSUzNQVz53ocOixhKlGhUdOtLn7phKBb7NnRhuksNn1klJoY9VoCGG/O01sDz2T8TvtYnzDpV/lWUrh/m/tORT9UcR6e0SSGhanq7YXnfut7O+WeadJhApsKRrjgij7+ULCsD+k3+8y6A9ZObVqjSSlTQDsP7D/ojk8F4oi4LkANKYbBEHAxMREXuP2fLsSarY8TKIc1yBBiATlGXxliZxCCaR0Uj13AmVybru0s4Q2rRMXOEnn4mtPwrwVqIZUJPlDG+GRmVbh5MMAJrU35jyA1uSEQ+1Iv5nPjb04IFupua9xnBRyTur8jkmUkCSOCIqQrl2FptOtsLZWZ2WtzmqraoOa1SorazVW1mqsrtdptmpovUG0vuPgCr/2y99mrm75F1JaHxk/mGVictaWA4RnA0Xbi8/SVJXNmNiAZYOIijEoT5KmTink2RYSHoIk1ZtUb6CkdETjTU0uM/6NMTaTIyS+9PHDKpk6SRsrCbeeaQLhgldjbOCIVBihLE9H+uQ8dJM9gAQIabk9yFxZJK0VNBoBSlKpTTDVmGJx725KZZsiv1qBzvlwKfv06t55egB0YWPPv5sXuidn+7zzvTdLzyt37oUYU9u0PQvezKa/nw1ZVol8bHaeZqTx/P/aZSkzrqGx7s3aaOZQvCEIUNJDKQ8p5cai6xzHefHYfEy44M2Qak2qY0bRiE5vnVZnmXZ/iW5/nSQekqZju1wzaZ4dtZ217WelOrGNautlktBDH1klObaKKC0QVnzwNKema+j1Jgs4Cw/hiOkuS+ypEGE0vdGQHRMldDy2XB/s/k2UfXzlOIDJGIXEtCAQkrSpGY0SwsWAJEmRtUWmwjIzExV77WINOFfXmnSjPrUdJZSCKErxgyrDTo9yOqZRlUgkSRzR78UYxlSqPoEPPpJ4nJLEKfX6BNoktE82SU4NbA4969mn7Jz40mfn1ARL7T6NQPKXb57jZHNIZb5KRpXWbApaUoPWWXXAt/FZpnqUdoGalXCt8s0t1I39ToGyWUCdMFkNmKxYgY79vTOBhkAqPztZHY3DnrNWBGMVxEIqjIAwLBGGJYwRVGqVXJUlhORiFVoXgyLgeQVkN4Va3d6wNlOeRqMhsztuJImtJC9NUney2VRgrBPrexAnjkOTkugIkjFx1EMKg6dcbV5ZObry3MNdutJSrqTKeAAZgdJGNFlaODPIs3Jdtz11NxCZue+4m5IxLtAxeefbDS6CQBpJb6hYXa+x1qzbAGa9zspqjZW1KqtrE6y36qw1a0TRhZ1CUhqmJkfMTI/Zt6eH1oYotfLtrHGfLUVJqwAzie3To4Ujp4KypX5r3Ce1lfprm73ylEKb1Mn1BUIkNmByDwi71JfEpy/cM0WWyMimGUHTZsyUI1xrbX0spFR50JW1lcjOk5y/sUkWasA5teLaj5i8DCZcw72wVKLemGJhz25mdsxuuvivvUDn9YWLmf/zjz13lumVS3bClUsu9juz95Q3jT9deHH5sPk4XEZU4YwvfUpBhanaNHsXbsKgiZOYwahLp7fOeuckzc4y/eEqUTx0H2EwJsaQ2tYwUmLKJcRNO+kfXqf/1An8HVUW9k8jgoDl6QZpq8dOcI96idExigQhYl5eHdLqjTE7yiAtbRwtGI5i+qOIelUiUXlzUy9NkELg+x6DUcJwkLDWMoR6wBveuBNhBIlOWFtv28xMYChNKKJm13rY1MqMm02mA4+wVCZOIrr9CGM01WqIQViVqRrhSY9xFFOreSRxn87KCH1qTCCMKym5xqTaZvykVNTKhtpIcWJ9xA2LPhMVj6XWmJ2TvqsY4GTetpJgK07Obd0RsW3JyqBF6uY8y745exHhvHeMo1SIrHGz60bvev9lXLe8sofjK7pauLUvcRwhYRBGopTC8zxqNY9arcbFXWuvHkXAc4E4K7fbwHgUu87cSW4SCFYCaYwE4aNE6G4DBs96p6F8S9zV2jYkjXWCHmuIUrSJUI6rI0gQIsXoxHmyCKRI2VAG2ZNTiNSdiFYirclKbZ67AGJSV5PHpc3BRwtbThuPbT37D/74bfzu/3wng2F4wXMzUR8z3Rgx0xgy3RgyMz1gpjGk0Rgy2xgxNz1kcirCUzYAkQLSMfmFKIwiTSMbzDiZPEaQGpue1Sa7gQpH5DSQuu7cLg5MEmdG58jQGoN0honapI74qcl7RAlcsMSmYIeNbI/ErjylsO6g2BuI59kVslAepVKJctWqRuLYeQ6lNguXGfZJVz4Uwmb7lOfhBT6+7zM13cAPfKRSeWkIikDn9YPLF1BdvvdcDpz5vRuntH2gBl5IUAuZqs2yd+EWjNFEyZj+sEOrt06zfZxWZ4neoE2sIzCuWCIkMzdMMzkZ8MILp1i8cc6aEpTKrM35DFtD9sQDmloiZMhOKTAkzE6EhJ5AC8VSFDEtQaeCp4+1uGX37EYjS5Lcj8ug0UahhGRtLYWZGSqVKkjJcBSzsraOESlpKPB9gT8c0qha8cmo12OqFKINtFpdEJKyL/F8ZQUtWjFR9RiNDFEcUa9XEEBzpU18sk2Qye5tDR5cOTEzDAwULDYqHFkekGjBdDXg2GqXdk8wWbd+RDpNrMWJ+02M41nZsnHG89SuxGZQyrfPI+E5mbrLbuvUZaSz1ivWp0mKjBekcv5i/nvnxG1tv1faUEsKD6M3W0hsPVe2+95XBDyvAGMMURSxvt6k027hB1atU6lWqFQqJFHkFBQpJoVUOit/l1YWWpMI+zC215GN0KXLBnjZg1h6aE87RUrFZSSwF7pQaKnROiFNBWnO/Ugx2hJU0jQmiZ3qKkmRzqtCOEURouJKKJYDpIUg8ELw7KpGJylBGOCHE3mwUyolzE4PmZkeMTszYqYxYmZ6xMz0kJnpIXONMXMzMX5gG+sZoUAnloOUulPayRAFvqUs5rwlW9rLRPWBCGzWJPO0Mc532q1whGtkiQDPEYJlXpayPBrf96nUJ2jMzVIul23gk2qSNHEXrpU3Z/JeIQRKSTzPd5+/8btnmTGpFJ6ycySVdM0d7Z/Lk3oV2X8FCmw7rn4wnWVEN79mg6DQLxP6ZaYn5mHxTaQ6ZTQe0O43aXZOsd46TqtzgjQd4M1NUl3r0WmOmJip48sSiRgybtR4oe+hlcRHM9vrEzivr1qpzFoKK3PTxM0OczphbZiwEnq0tWaP1DYL7lSeVmyi8aWh4oWYUCMCzeryOnGSkJZAegZpEsopVEo+vf4YKVLKoU+/3yPVAdVygJKaNElpLQ0Zrg+pTE8xORdQKnkIY7mZ7ZU+yak+Hi4zTeIWX67chMLo2JG8DZ4vOLBQYaUbsdYZc8NCnZeXu6z3x+ybq9gSPNjMSkb9dKQ2o9OMD+BUoZrYOcJ7ypLP7YJZIL3Afr+ObebMkdTzHIDwECaxpbHcakQjhE9qEmdTaikISZpwSqfUBOwxhjiJabdbWEsHe1+dmmpsW1mrCHguAEmSkqa2XDUeR9YpN03pd/t4pQBlAlKTWqVOVmd3ZQudKRTc89qeUMq5pbp6pzF5V2lbfjJIY2Np7cqkCNvQ0aYETV5ise/HPTTtl1ilq0ste84pVdrSke1zhFvJuFuNsPJX6Sne90NNfuCuh5ibjaiWtetybXIVRppmJDfNaDSkXK4AnrsIJSa15Dgv99uxXIYNnUmmnnD8IQNKpBhh+9PYaUmtysoIjHLpXHeR24l0hF+hmJiaolqrM7tjlnKlYjMm23SxiCIyKVBgG3C2oN+gpKJarlMt11mc3YsxdzIY9VltHefY8vOooMqxl05QGiYEdYk0CkSKmSghtSQB1vsxO0xMpDVB4LFUryADn06lRtzsImdrdKbLCFLqa30aSth7kfKtp5ROEEoQSoUfeESeZhyPbfAzHlNO7eLVF4ZWe0Sl5KONT6cdUSoJyoEhGkc014ZEawNCbagIwfhkkxYxk3N1wNBaahEtdQmE9dXRJna9GQUQ5KV3W1LPFKIewlMkOsb3AobjmN0zJR4/tM6u2RBfW+dm3ELbdp22QhuMzHma/ThlVXh0QssL3TMaMeGUtsKY/L6MEJhU54tDIS0pWeMWuSZyzzrPUSt0/tsaYKQ1xzyf0dwEMo3pdLp0e33WVlZJ09T2/vM8arV6QVq+ahBQqZQpl0vAzi2bxqMRnu9jkgSpM66HfTBbxZbK5craaIzrZZWCMy5zfBvtmsk5ObhdX9hyDlkgoW3N2WCJtRhIUo3wPEi144ZYxr9wUnQjgSjNDWFTbW3Z7XnoAiAjwaREyRjP96mWEsolG/GPxtp5z0h7QusUYwyt9SZRNCKKDLt270J5amNSjOvYrUSWiYVsVZAdkwRP+vbCFdagi9QpajzHM3BdwzMKpBQBYCWwvufTmJtjYfcuy3lRasvvcvVXsdcCNpRKBQq89iDOyAKBdAHQG9m78xaGoyHHD7zMoSPPkoouehxZPxqsjFtJj2ZJ0egPWe9GqPkqphoCBl0PWTUJtXoZ6XsYo1gLYibjkc22G4NwzVbRQH9I/1CCd8DH1APoD6l7kvE4AqGJNJhxwtrJDtWZGvWpkFE/on2sSdweU5EBVekjPOvr5GmIT/ZpaYmQCeOlISEBWCo1ON6Sdv5mGGNtOIR1GbceOXYhuXOmxrGVPu1hylzdY3F+gqMDyYEJHylBJ2MnCScXtyA8BlqzKgTNyTqiYmXpqdEc8yUHemOqMiNiiHz+jZR0ohglFTXP0jeEERiX2bd+V5lpo1MeC0U70RyrljBTVZRQ1CYmmJicoFqr5745mbTd9/1tO6uKgOcVkK3qT3+IZpyPaGQdiTNZc+6qq503jbIlKysVtDVZ48jHmQMpaFcCyso9bHBMssyNyxwhFYkgrzPLyLPEPicLEs64b8M0KiPlWq8a7UptYHLODMb6qBgEiWWloYTNIGknJosNKGXdZYWSlCo1qjWBEM73gg1y8UYpzrL3re2Dh1CpUwWAcKUlz/fxgwpBWKZUCfGDkCDw8cMQ3y/h+x5BKcBz0X+eZlWvH86LMYbhcIDv+Xi+bzsUnxbkWUmoPe8yGXuSxDn/6Fy4mLkzxjDo95BKUSqVX/kNF/n52Xekaeq8OSzp9ZUydkmSbBxzHKM8b6M3z6vcj8sJ256mRxiW8v0Ek1sZnA/X+7l94dgcANkSWKVU5ea9t3LT3jcxGo9YaR3n1Ooh1tYPMYw6pDpF16s8sT7kxaUOt71xl/Uach49nc6Y2Z2TeCogTlP6tQq99ZiqtgGGVWwqDAm+FMgkQff6eEIjtWblZA/PaLyKT9IeoIYRofQY9Vp0lyReZPCxfb2sQ71wvCB7T1VCkS410SkECqziycPgrMpJ8kWwEIJxojllUiSCOaHxhH0exEnCRElwohkTVUvsmQp4fHVAUPGZFwYPA8JghIc20E3GrEhDv17Dq4ZYSxGNNc4WpLUSR7Vg/3BIybXI0MYQJylLGJpzE4hEs7sf09jsISc2NUe1PxMGxSkMqzN1TBhkcVOuRFaeol6v219YbPzW24Ui4HklmKzMokmSJK9bWjKqVT5ZAy/PkWLte6RLGQoApUjTzJDOfaa0cj0rydbg2TKNVfK4gqsgJ5YJscErSVON8ny3EnHW3c411rpkZvJAkwdLQkoSY1cOahMBTmtL6BVK4HkeSjlPIBetoySkTh2mbABVrs3niiTrp+HSo9r6BklP5kFQJp1Xno9XKjPVmKIxO227EHs+fhDg+57zsNl8omeriq14PT4ABoMBTz/5FBMTddLUlSWBarXKcDh0zRTt6i0MS2jXGmN9bZ0d8/N0u13qtSraGKJRRKVapTZRpzE9fdH78ueP/DmLe3YxGgyp1apI6dFuNZlqNBiNRmCwxpTAnv37XtXxrq6u8MJzz6OUolqpYkzKeDS2N0aX7fRDzzqSS0lzbZ35+QV63S6VWpVerwdAEPiUSiX2HbjhFQOL7USapnz9q19jfmGBSqXkfrcBK8vL7L/hJqSSDPp9Oq02jdlpmmurTEw1mF/Y6RQs24tLMdvfKN+fHdtzvWY8oI3OZuWwwt75m9kzfxPjaMjy+nGOLj3DevMwwZ4GM0JjAmcmiGblZJfxKMFTVumqBIjQY9UP6McRPQH7SfGcW7MRtvnwaH1Ivz9GDQTVZGQb+AwSPB1Z53shCYzGH2nHY1HgSL06IyAL4SwErG5KOqGEfd0KYLL+Y0NjWNeKgYRhNYBqGSk9WoMhchCReoqkHCCrhgqSTn9AKaxyUy3kmUTTmgiZ7A6QpAw8GFVC4qkaKggsnzOrIJgYTYARtlwWTZQ4alL2jhM8AcPEcKJUZdyoohxZ+bgn0c0e00IjVeBKcJkKTNGPNccDj/5UBRVYnlJuuCqc8ZiLjDIhrf1dz37ebFUYbpwHF4Mi4HkFGKDdWqfZatPvDwArL65PTBAGPqoU4ouSe9hr55HhrLWldUvdcLjP2O5ga6pY2XqW29kSGTt+jrZqKym9vNzlG5deFNbr2CquLa9HmDzWcdkUq3oyAnyDU3RtOj5j+TcyNUjfNuAUWVEtkyn6m08Tl/GSgg1Svi3nWZ8ag1IeQaVEqVIlCH3qExPUJicol8tby1/Zu895U3z9BTdngxC2ncDqyiq9fp+di4usr66RdXWem50jjiNGoxGTE6ACj163Q7Vap93pcvL4CXbtWgQpWDq6xNzCDmZ37HhV+xKGIWjD0sllJhsT6AQ6nRZBWAIEK6eWmWpMMTf/6j4fYHJyijAokaYJzZZtHlkqlVlvdcAYpqenWV9v0e30mJ6eZnKqQavVotVqMSslg+GQOE7AGHbv3r2tvh4XiiAMGUdjhsMBrVabSrVKfaLB2uoqnU6HxvQ0flhifbXJ8qkV/KBy1uaw24VDL76EwVCtVomjiG6ny46FeYQUBH7AoN8nSVN836dULuN5HstLpzh2/Bi33nYbOk3p93r4vs3ORuMxM7Oz23wMGwar9i+2FF4KKuxduJk98zfSHbR5+fhzSPEEyu8hhFVTKhFRmwwAhRApqbGUgs5UlbYuIz3F8nKLRXfuWENITTiKCcehFYU4ybd1WXMLNpMyGhtC3/JfdJqCTBHCt9ki4ZO39ZC2fQ5GgE4sZ9G4hSWSdQ1HawGiXrGd9oR0hqoaUwtJ6hWEMfhSkWjoV0tEh1aQvYiFiTLT60O+3+yx/9bdSM8jMa7XmMvIGKFI8unzXOZJoKQ1jh1MVnixPSYYRfQnK4hyACbFGKdqDTxOTU2i1ttMicTe+4UtB55KE9Ym6+hK2dI6NBiyiodh0O8zGAwYj0asra+TplbyLpVi//7921bWKnppOZyvW7oxhsFgyGAwyMPQIAwJfI/megtPeURRxHAwZDQYkiRjMhmldpyWJNHE4zEZD0VifRWEkOiU3E/GeoRmtVOTf7+N+LPgRriMTtaczzFdtCt7uVekyIImsCkA4dy8bWSfJqkjpQmiUYwXSIxUTvqYNcXEiaOyXlGuL7VQ4HrwKCXxghJT09NMNBpMTU9RrlY2pe9fn5mZVwezaaXjSpzGEMcxmc29Up4NhIWk026xtrbCvv0HMAbSJLElHaMZDYZMTE2Rpmme4UjT1MnlxUX/Jlm56dSJE5TKZeIkZnZuB4P+AD/wGQ2HVCpVlKfOkrG7uO/JbksZN80YiOOIF194gX37rRNrNB5bdV7g0+/2qE9M5BnTzF4gs6m/2iWtJEmQStFuNknimOFwwK49e4njmPFohMFQLpc3LBCu4H4bY3ju2WdZX29y9MgR9u3dSxInpDphfb3J3NwO6hN1er0eR48cY+++vdx68Faa6+s88/QzVMsV4mjMxFQDbQxHjxxh7/69HDx4kOoVyFCd46jIzPXAqoNa3VWWVl5iee0lXn7hOeqNEkFgH95xkuSGfFIo0Bo5GHJDa0DVx/XBU9g+a/Ybcvd1KV05OSGKE54/3mGyVmZxOsRTnnW2N9m1DKBJtGuwam+2SGWz5JZyAC0NRyerUPLtcyDLiGDypq6ekFhrWuUoDQlJPKZzpM3NyjAXenx9qc30m3chPd81rBW5C701BMwUtcrd8+0zKHPEtopZW34Srr2ITmNS5xavhITegP39ARXpMdRwzPMYTFWsSkV4Ngiye46UVh5/w463cMdt72I0ilhfW3f976zydffuXVueHReCopfWZUJ2w6lWK1RdP6MMcRzTmGlYCfR5YIwhTVLiKCIajxkOR8RRRDwek6Yp8ThiNBoSRxEm1SRJShSNHBfIACmktueSEQJSXCYJtIjtuNRA3ojU7rd2fVEyk0KbUdVIJSC2rR+0scqrzHTPVwqdJmSu0Ep5IBTKUwRhCT+wvbTCapVStczMzCxBWDrnA7QIdC4dQogzVAtK2Rt1p93myOEjtFttxoMR2kAQBLQ7bXbt2sVko7GlNcWlZDusjF9x/MRJRkOr0Guvt4iTFK1TmutNpCeYmZnlTbfddknfk503m3d30I85efw40WhMc32dwPfzctCOhUVuf8sdl9Eu4PJBCJH/Br1Ol6efetr1hRuQRDGj8ZhOu0Xg+0w2Gtz+lrdc8evmwA03sHdfys0330KlUray69Q2iwlc2Xk0HHHzLW+gWrPZpyAIKFeqhEHgStwWN950E9VqhbB04V5e24HNc+gpj9mpeWan5kluuIsbdh1lrfsyy6vPMY66CJUV/7PO7hKqJU4NE/Yb7XxpBGjPBjja3SMFgLb9AoUk8Dz2zddsNibz+3KqqsQIhimUFJby4PmgI+eF5tqJAK1UcHSyiij7eaY/szjVwgYnwvFtrKlq4loC2d5raqrMd9cG3OJpbp+e4LnVIZUF6wdncL44TqeeURKM1k71K5AiwJjE1Y2yYE4jtSBJY3zfR8k0pzVQK3MYQXmYMGxMIMoSpWO0sSatiUlsmxCnXBZIPN+eU74fUK9fuaC4CHguANlq8Sxb2Kgnn7+OLQOJ53uUqxUmzzEuW9lqrUlTjU6tKirLriRpQhRFjIZDonFEEsWkSWJXBo4krVNLIhPWZhihBGlia67aaNAaoSRK2lW4F3gEQUgQBpRcyen0WqpUnj3JPXXOxm5FYHO5cLo65fyoVKpMTTUIwpCJ+qS1EdBQqlaYmbMd5S/3b7N3/356nS7VWo311VUaM9MYY1C+JVVPTNQv6/dl8AOf2bk5qtUa5UqZIAgw2jAej/NjvVaR/QYTU1McuPFGSqUSo9GAar3G5PQ0YRgQlspXhLNztn3LAurzLd7CcGsAUy6XX3Gxd/Ww9ZzPLC0M4KmA/XtuZB8HGAx/gGOnnuPlE08xGKxYUzxNLufuT1Zor3dpZFxLo+1nGZfxEZm7uut3KBT1sm8JvNjmpak2rKWCpWoVXQ3xOj32jYZUtXUytiosm31pJylHJmuIcmg9bITC5tQtZUIKaTu3G6vMVUg2wiFnnqoUfjWks6NK3I0on2oST9ZRFctFVcI2lzVIMApJkretwFEgcO45du4E3faYqD8kihJ27JqhXAqA1JXgJGayTH8ClPDIWucIbcUvIJyjv7C8JhtCkdMjzvGbbQeKkpbD+UpaSZIwGo1YX1/Lo/9yuUStbkmklUr5sj1Usp9ja5B1dgLvpnexcbJsHifOGIXhgh+oRRBzbeNCL93L+TtezO3icp8/F/Ld1/o5ez0cw/WDjfJxnEScWj/G4eNPsbz2IqRDBDarrroDbuj3KbmHtk7tAzujGkghSNKExBgCYXtF2VuyoZdqjgcloskq+CGaCKElXmfAjcMhJWkwwkcKSS9JOFQtoeuh43MalFBk3KQUV951tAfbAsJm/S0pOrGCFGd/YpyQRLeGnDi2xtSuWSYaE7aM5cieUjijXEAY22Ii6wMopXJyc484tS2QSDUoga88V1qXGGJb2hK4npAeWijsQdhu61ooV2K2WakbFt/GX7rtnYCg2+0SRRHKNYCcaly88WBR0rqMGI8jWq0Wo9HIkrqUQnkeg+GQaqXyyh9wEdh8sztTtXQmzKZgR2yK9M8WNW8mtm8OrAq8NnH+325zsHylvnN7cT2cq9fDMVw/EI4fZvC9gN07bmBxbj+n1o7y/Re/Qbt7AqVT0nqVY4nmwHiETK3whExxKxXrieFEWMIon93dPnXPBkrLWrHcmESUQhtkEDmRliCqBRxKEg5ECYFM6ZNwuFYhrYXuju780XRie/i570rTFKk8WyYD625vDMYkCKEcF8c2YrXsBoHXqFAaxhw7vMabZiZtEOJkUTaX45qFOp6f0Cm2h5nlg2pS24IHgadC10LCimiEtF5tVoejLBlbKJS0Y4WQeF6ZIKjg+wGhX6VUqlIRk3S7PTrtNmura3kp3vO8nIu3HdjWgGf//v0cPnx4y2u/8Au/wBe+8IX830eOHOETn/gEX/nKVyiXy/zET/wEv/qrv7qFs/Dkk09y33338cgjjzA9Pc1P/uRP8s//+T/fcvN46KGHuP/++3n66adZXFzkU5/6FPfee+8lH4MQIufv5ATiLBV3Ddy8NukUSNOU4WBg+zV5CqW8/ILevK9LJ05YV2LPp1KrMhqNUEoxHo2o1mr52Gvh+Aq8WhS/XYGrg9faYirjloAtMe2c3cdcY5FjS8/zwuFvMxiuM2zUObqasNcFPEYLhhqOS0V/tooIQBjJMamZbw1YCxSDRgXjYXtOYb/CmNRlaAyjqSovdobM9Yes1mtE1dBmZ6TjX2aiEyd8UdhWQVL6rkGxswaRjnejY6z41z7WUyzNwQjD7OIkGkESJwShcj5uBiE9V+4zzu7CusVaXrRxJHqJLz2UDPCV9UcL/DJKSUphlTCoEgQhoV8nDEoEfgnfC/CUj1IBUlp12dnOh4mJSeYXdjpRht1+sYTli8G2Z3j+5b/8l3zsYx/L/725Rp2mKffccw9zc3N84xvfYG1tjY985CMYY/h3/+7fATZV9df+2l/jPe95D9/5znd47rnn+OhHP0q1WuVnf/ZnATh06BA/8iM/wsc+9jF+93d/lz/7sz/j4x//OHNzc/z4j//4JR/DayUAiKKIE8dPUJ+o0213WF1dZWpqkn6/D0ZQrlRY2LXIXzz2BNLzWFzcaTk7QBzFrK0sU69PMNVocNMbbrnah1PgkrA9GZ4CBS4Ur+TRc20hu8cDGDzls3/Xm9g5d4AXj32XQ8eeoDsLp5bXmUwTThkrYadSxgqZEozQJLUyR0sh0rfsGqv60s401sP2crfZGAOMp2ocrZeRnmcbmCJAakxqbKbEqaa2NjeOEXiOWOxa+CCR0rMcGaMwCDyp7Din7FrYPQ0IhFRI6SOlh5I+gR8Slmr4XpUwKBP6JUph3b4elAi8Er5fwlOB6yt47gBmg35xrkrFmQiCYNtaSZyObQ946vU6CwsLZ932wAMP8Mwzz3D06FEWFxcB+LVf+zU++tGP8ku/9EtMTEzwe7/3e4xGI/7Lf/kvhGHIwYMHee655/j1X/917r//foQQ/OZv/iZ79+7l3/ybfwPAm970Jv78z/+cX/3VX70sAc9rBUopms02oevSawxEcYLy7AlVqVSolMvceMst9Pt9JhsNThw/wc7FBYbDEVPTs0gpCK6yuqLA6xlnyvILFLiyyEpdEAZlbr3hbexfPMjLJ57hUPgoK911TNk2zJRCONdgZyOgDEIqp+BypoJCgE7dGJuV1wKEsBkbLQwIaxqLTCyJZlPcIISHU4kjlO1TJXGtiXCqRqmQQqGUdfP3ZIDybeYl8CuEQZ1SWKYU1CiHVcphlSAo4XuhDWLEZhsJ6/N2nunJZmnTi5sXWNfudbutpOX9+/czHo+Joog9e/bwd//u3+Xnf/7n82juF3/xF/nDP/xD/uIv/iJ/T7PZZHp6mq985Su85z3v4R/+w39Iu93mD//wD/Mxjz/+OG9961t56aWXOHDgAD/4gz/IW97yFn7jN34jH/PlL3+Zv/f3/h6DweCsJkbj8ZjxeJz/u9PpsGfPnlckPV0JvNqU8OafMk1s6lVr7TxR4GJPxOKB81rGazPDY5wPybVSMi7wesdGAA4wikYcW3mJI8e/S39wiiSJsWol5yJsbJ9xLZwRbCZxNzEGL5eyJ0mKFIFzr7d8HI12WRrrAyQEeCq01ATlIaWP7wUo6eF7JTzl43klKqU6lfIU5aBMGJRtOckLUNJH5araMzMvGc68zs5+7zg9VDhbu6XN215p/OXENUFa/uQnP8lb3/pWGo0GjzzyCJ/+9Kc5dOgQv/VbvwXA0tIS8/PzW97TaDQIgoClpaV8zP79+7eMyd6ztLTEgQMHzvo58/PzJEnC6uoqO3dubfoJ8PnPf55/8S/+xeU61GsCW3wnnDvy1bTUL3A18doMFqx09WrvRYECGbbaRJTDEjftupUDO99Au7fGyeVDrLReZjBYI4qHaB2hje3BpZTzqTEgRMkFARqDRKgEibUEUTKgUpqgXJmiWq5Tq8xQKVk+jFIKTwVIaUteWSkpb81w9l3evPdn3/AKx5xh8+K7027z+KN/zm1vvp0gDBAI4jimXKkQRWOEkPS7XdfxvEaSJqRJSq/XpV6fsDYSQKVSuWpeWRcd8Hzuc597xUDhO9/5DnfddRc/8zM/k792++2302g0+Dt/5+/wK7/yK8zMzABnj/pOr/2eK5K82DGb8elPf5r7778//3eW4Xl9oigjFChQoMArQyCEQUnF9MQOpid2YMzbiJIRw3Gf0XhInIyIkzFxnOQu+NaIUCGkwJPW06wS1CiFNUfw9ci6hV/k3uAcBNnulUIUx0RRzPPPPkez2WRmZpYoighLIcvLyzSmGlSrVfqDPqPegFKlQqkU0Ol0ABusTc00uP0v3bGt+3k+XHTAc9999/HBD37wvGNOz8hkeMc73gHACy+8wMzMDAsLC3z729/eMqbZbBLHcZ6xWVhYyLM9GZaXlwFecYzneXlgdTrCMDzDSOtaQRF0FChQoMC1itPMQYUk9CuEfgUuwTfyle/75/JY277nxeZ9mpqa4p1/5a+QJCmj0YhatYrB0Ot2Wdi5QBiWKJVLSCkZj8ZIJZBC0e/3KZXLGG2oVCtX9fl20QHP7Owss7Ozr+rLHn/8cYC8xHT33XfzS7/0S5w8eTJ/7YEHHiAMQ+688858zGc+8xmiKMq5Pw888ACLi4t5YHX33Xfzv/7X/9ryXQ888AB33XXXtjUhK1CgQIECrz1caa/dsz/gXw3H7uouhD3PyyXjk5OWJ5MmCQ//2TfZd2A//V4PnWiSNKHRmCJKIpTwOHDTjad90tU7jm0rpD388MP863/9r3niiSc4dOgQ/+N//A9+8id/kh/7sR9j7969ALzvfe/j1ltv5cMf/jCPP/44/+///T9+7ud+jo997GM58egnfuInCMOQj370ozz11FN8+ctf5pd/+ZdzhRbAvffey+HDh7n//vv53ve+x3/+z/+Z3/7t3+bnfu7ntuvwrjOILf2LChQoUOB6hdaao4df5tjhl+n1eozHI/q9Pp1Oh2NHjjAaDul0OozHY1rNJoNBn0G/z2g0otfr2fY+oxHDwYDvPfkUT3/3uwwHA+I44uSJ4/T7fU4cO0qv17PtKM6Ka1vNdDZkz4jNfxCCcqlEc3WNF557nlEUgRCcPHmSpZOnEI6rs/V9V/EYtkul9dhjj/Hxj3+c73//+4zHY/bt28cHP/hBPvWpT1HZ5E585MgRPv7xj59hPLi53PTkk0/yiU98gkceeYRGo8G9997LL/7iL55hPPgzP/MzufHgL/zCL1yU8eCFsrwLFLgceK2Zs10LMMYwHAzsKlMIfN+n025TrdUcOd+qUJI4xvN9wHaZ9/2ANE1JkwStrelbGIaMRiPbzRpIkoRKtVr8Hq8DJEnCN7/+Z3jKo9VaY8f8ApVajdZ6kySJmWpM8fyzz3HDjTfQ7fSo1qrESYKQghPHjrNv/z527JinPlHnGw99HeUpdu1aJElTgiDIA53lU8u8813vYm7Htd3n7VJgjCGJE6SS1gVaSusL5AxvrUJ4+xfTF/r8LnppORQBT4ErhdPlmwUuDFprvvL/PUC1XicIfISUrC6vsHP3LoaDAb7vYQz0u11ufuMbmZiY4OmnnuTGm26h2Wxy6IUXctXi7I45Vk6dQkn77yRNufMH3sZUo3E1D7HAFYDWmkF/gMHQ7/UoVyp4nkdrvUmlVkWnmn6vz9T0JLYxFhw7doz5hXmGgwETE5OUyyUQgna7bbtaScFwNKJWqzEcDJFKMR4N2TE/f8VM9a4lbG5AfSVwTcjSCxQoUOByYnpujk67QxwnDAYDSqUSayurjMZjqtUq3WaT2uQknXaHHfPzTE3PYIxhdnaGlaVl4iTGGE2pVAalCEolq3QZj7fV0r7AtQMhBNVaFdjq/L+58jA9M73lPW+69U1uw9bXN4tiptz/6/X6K+7D9Z7hvVYPq8jwOBQZngIFrm1kvexO//uGqRp5Ol1mhmvGNtjNjNCy90gp0XqjX5Ht5Hwuu/wCBS4vrveA50qjyPAUKFDgusKr4gKIDfO1099bmHIWuFooAp2rg6tjd1igQIECBQq8bmHY6qtT4EqgyPAUKFBgCy6EVP1aG3OhfX1eqdRg7KDzjrnU/Tkfy6DIDBQo8OpRZHgKFChwBtZWV8+7PU1Tjh87ft6Hs9GGtdW1835OFEWcPHHivGNGoxEnT557jDGGJEloNZvn/ZxWs8mpkyfP+znra6ucWlo693G5MavLy+ccY4xheWnpFffn+NEj9Lrds25bX29y+NDLrK6ssL6+TrvVIo7jK26aV2B7YMyGkqnAlUMR8BQoUOAM9HuD8z5cx+MxSydPkqbpuT9EQK/fP+/3xFHM8qmV845J4oSlE0vnHdNuNlk5df4xg8GAU0vnH7O2us7ayvmDPaV8PP/8UuPl5RVarfZ5x6wsr9Jpd86+0RiWTp1ibW2dZ556hqeeeoaV5fPPU4HXHooA9sqiUGk5FCqtAgUsMjXT+UjCWVbF87zzjnmlz9Fak8QJfuCfd0yapHj+2b9rs3LrXN9ljEFrjdb6nPtsjCHVGjYZpp3vmODc5aokSRBCotTZlV+ZYZvyzm7MprUhTROnLtuqPCvKWq99FF5clxeFSusSUEgGC7ze0Wm1iSNbQtEZudLYh63W9oEfxzFBUNr0riwIANvB2RCNx9Z4TWwe4TY7N9Y4iikFAZm8XAvQeVBhvy+OI4IgxGxJSru6gJCkaYJOU/zAd9+jrXm/cWlsI6zbcpriB4E7LtA4f2YhENigyKQpge+TH0YmXQcwhjRN0Ubje75TgYGQgo1BkKQxCIPvKef/LDBG2mM0BmMgSWKEFChpb8PGmPzzsr+kRtPYMVN4BF2nKJ4xVxbFVVSgQIEzcPzYMV78/vdJXC8gY4x9aCOQKPL+axKkEGj3sFZSoo1BG40UEpNqkBKEQQrhwpU0d7BFGJIkxfc2P/RtVkPjshvYYEV5Eu0CEE9IUm0AjcZgtP3j+crtq0aKzJdHkGqNMMba/3sBBkNiDMYIDKCEBAxCG1KdugDDoNE29nCePgJItcZojVTKHhr2vcYJ4G1QqDFGu/0BrU/vby2IkxgpJELZV7LgKvsMKQR+qcRf+eH3FgHPdYYi0Lk6KK6iAgUKnIE33nYrt7zpjWffaDala7YUxM2ZFqtm07jN6Z1zNIs22cfk217tg8Fs7NppRXtx1r+YvHR0+i7mI8SmfeO0Qzrza875neYs07T5A/NeRO59RbBToMDlQXElnQVF9F3g9QwhhM1eKLX1gX6BdL/N7sXn2nat4Ix93GRUeKX34VqbmwLbg4K/c/VQBDwO2UnY6ZxDNVGgQIEC24Ai4Hl9oQh4Lj+y5/YrLcqKgMeh6/ww9uzZc5X3pECBAgUKFChwseh2u0xOTp5zeyFLd9Bac+LECer1+gVH3Z1Ohz179nD06NFCyr5NKOZ4+1HM8fajmOPtRzHH249rdY6NMXS7XRYXF5Hy3PaCRYbHQUrJ7t27X9V7JyYmrqkf/3pEMcfbj2KOtx/FHG8/ijneflyLc3y+zE6Gwmm5QIECBQoUKHDdowh4ChQoUKBAgQLXPYqA5xIQhiGf/exnCcPwau/KdYtijrcfxRxvP4o53n4Uc7z9eK3PcUFaLlCgQIECBQpc9ygyPAUKFChQoECB6x5FwFOgQIECBQoUuO5RBDwFChQoUKBAgeseRcBToECBAgUKFLjuUQQ8rxL/4T/8Bw4cOECpVOLOO+/k61//+tXepWsCX/va1/jRH/1RFhcXEULwB3/wB1u2G2P43Oc+x+LiIuVymb/6V/8qTz/99JYx4/GYn/qpn2J2dpZqtcqP/diPcezYsS1jms0mH/7wh5mcnGRycpIPf/jDtFqtLWOOHDnCj/7oj1KtVpmdneWf/JN/QhRF23HYVxSf//znedvb3ka9XmfHjh38rb/1t3j22We3jCnm+dLwH//jf+T222/PDdbuvvtu/s//+T/59mJ+Ly8+//nPI4Tgp3/6p/PXijm+NHzuc59DCLHlz8LCQr79dTm/psBF44tf/KLxfd/8p//0n8wzzzxjPvnJT5pqtWoOHz58tXftquOP//iPzT/7Z//MfOlLXzKA+fKXv7xl+xe+8AVTr9fNl770JfPkk0+av//3/77ZuXOn6XQ6+Zh7773X7Nq1yzz44IPmscceM+95z3vMHXfcYZIkycf89b/+183BgwfNN7/5TfPNb37THDx40HzgAx/ItydJYg4ePGje8573mMcee8w8+OCDZnFx0dx3333bPgfbjfe///3md37nd8xTTz1lnnjiCXPPPfeYvXv3ml6vl48p5vnS8Ed/9Efmf//v/22effZZ8+yzz5rPfOYzxvd989RTTxljivm9nHjkkUfM/v37ze23324++clP5q8Xc3xp+OxnP2tuu+02c/LkyfzP8vJyvv31OL9FwPMq8AM/8APm3nvv3fLaG9/4RvNP/+k/vUp7dG3i9IBHa20WFhbMF77whfy10WhkJicnzW/+5m8aY4xptVrG933zxS9+MR9z/PhxI6U0//f//l9jjDHPPPOMAcy3vvWtfMzDDz9sAPP973/fGGMDLymlOX78eD7mv//3/27CMDTtdntbjvdqYXl52QDmoYceMsYU87xdaDQa5rd+67eK+b2M6Ha75uabbzYPPvigefe7350HPMUcXzo++9nPmjvuuOOs216v81uUtC4SURTx6KOP8r73vW/L6+973/v45je/eZX26rWBQ4cOsbS0tGXuwjDk3e9+dz53jz76KHEcbxmzuLjIwYMH8zEPP/wwk5OTvP3tb8/HvOMd72BycnLLmIMHD7K4uJiPef/73894PObRRx/d1uO80mi32wBMT08DxTxfbqRpyhe/+EX6/T533313Mb+XEZ/4xCe45557+OEf/uEtrxdzfHnw/PPPs7i4yIEDB/jgBz/ISy+9BLx+57doHnqRWF1dJU1T5ufnt7w+Pz/P0tLSVdqr1way+Tnb3B0+fDgfEwQBjUbjjDHZ+5eWltixY8cZn79jx44tY07/nkajQRAE19XvZIzh/vvv513vehcHDx4Einm+XHjyySe5++67GY1G1Go1vvzlL3PrrbfmN/Jifi8NX/ziF3nsscf4zne+c8a24hy+dLz97W/nv/23/8Ytt9zCqVOn+Ff/6l/xzne+k6effvp1O79FwPMqIYTY8m9jzBmvFTg7Xs3cnT7mbONfzZjXOu677z6++93v8o1vfOOMbcU8Xxre8IY38MQTT9BqtfjSl77ERz7yER566KF8ezG/rx5Hjx7lk5/8JA888AClUumc44o5fvX4G3/jb+R/f/Ob38zdd9/NjTfeyH/9r/+Vd7zjHcDrb36LktZFYnZ2FqXUGZHp8vLyGVFsga3IFALnm7uFhQWiKKLZbJ53zKlTp874/JWVlS1jTv+eZrNJHMfXze/0Uz/1U/zRH/0RX/3qV9m9e3f+ejHPlwdBEHDTTTdx11138fnPf5477riD3/iN3yjm9zLg0UcfZXl5mTvvvBPP8/A8j4ceeoh/+2//LZ7n5cdWzPHlQ7Va5c1vfjPPP//86/YcLgKei0QQBNx55508+OCDW15/8MEHeec733mV9uq1gQMHDrCwsLBl7qIo4qGHHsrn7s4778T3/S1jTp48yVNPPZWPufvuu2m32zzyyCP5mG9/+9u02+0tY5566ilOnjyZj3nggQcIw5A777xzW49zu2GM4b777uP3f//3+cpXvsKBAwe2bC/meXtgjGE8Hhfzexnw3ve+lyeffJInnngi/3PXXXfxoQ99iCeeeIIbbrihmOPLjPF4zPe+9z127tz5+j2Hrxw/+vpBJkv/7d/+bfPMM8+Yn/7pnzbVatW8/PLLV3vXrjq63a55/PHHzeOPP24A8+u//uvm8ccfzyX7X/jCF8zk5KT5/d//ffPkk0+af/AP/sFZpZC7d+82f/Inf2Iee+wx80M/9ENnlULefvvt5uGHHzYPP/ywefOb33xWKeR73/te89hjj5k/+ZM/Mbt3737NS02NMeYf/+N/bCYnJ82f/umfbpGcDgaDfEwxz5eGT3/60+ZrX/uaOXTokPnud79rPvOZzxgppXnggQeMMcX8bgc2q7SMKeb4UvGzP/uz5k//9E/NSy+9ZL71rW+ZD3zgA6Zer+fPqdfj/BYBz6vEv//3/97s27fPBEFg3vrWt+aS4Nc7vvrVrxrgjD8f+chHjDFWDvnZz37WLCwsmDAMzQ/+4A+aJ598cstnDIdDc99995np6WlTLpfNBz7wAXPkyJEtY9bW1syHPvQhU6/XTb1eNx/60IdMs9ncMubw4cPmnnvuMeVy2UxPT5v77rvPjEaj7Tz8K4KzzS9gfud3ficfU8zzpeEf/aN/lF/fc3Nz5r3vfW8e7BhTzO924PSAp5jjS0Pmq+P7vllcXDR/+2//bfP000/n21+P8yuMMebK5pQKFChQoECBAgWuLAoOT4ECBQoUKFDgukcR8BQoUKBAgQIFrnsUAU+BAgUKFChQ4LpHEfAUKFCgQIECBa57FAFPgQIFChQoUOC6RxHwFChQoECBAgWuexQBT4ECBQoUKFDgukcR8BQoUKBAgQIFrnsUAU+BAgUKFChQ4LpHEfAUKFCgQIECBa57FAFPgQIFChQoUOC6RxHwFChQoECBAgWue/z/fl20ZzzeQnsAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from rasterio.plot import reshape_as_image\n", "\n", "fig, ax = plt.subplots(1,1)\n", "ax.imshow(reshape_as_image(section.read()), extent=[section.bounds[0],section.bounds[2],section.bounds[1],section.bounds[3]])\n", "orientations.plot(ax=ax, aspect='equal', color='blue')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The trace of the profile can also be plotted. The GeoDataFrame has to be converted to the matching Coordinate Reference System before plotting. In addition, the geological map is shown to visualize the location of the section on the map. " ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.897636Z", "start_time": "2021-01-03T09:43:14.017Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
idgeometry
0NoneLINESTRING (32344311.102 5718801.515, 32349696...
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" ], "text/plain": [ " id geometry\n", "0 None LINESTRING (32344311.102 5718801.515, 32349696..." ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trace" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.897636Z", "start_time": "2021-01-03T09:43:14.019Z" } }, "outputs": [ { "data": { "text/plain": [ "0 51819.98\n", "dtype: float64" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trace.length" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.898638Z", "start_time": "2021-01-03T09:43:14.021Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1)\n", "\n", "ax.imshow(reshape_as_image(gmap.read()), extent=[gmap.bounds[0],gmap.bounds[2],gmap.bounds[1],gmap.bounds[3]])\n", "trace.to_crs('EPSG:25832').plot(ax=ax, aspect='equal', color='red')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Extracting the real world coordinates from the cross section\n", "\n", "The extraction of the real world coordinates is performed in several steps:\n", "\n", "* Extracting the striking angle of the profile\n", "* Calculating the midpoint of one LineString\n", "* Calculating the midpoints of LineStrings\n", "* Calculating orientation from cross section\n", "* Calculating orientations from cross section" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Extracting Striking angle of the profile\n", "\n", "Here, the strike angles of a LineString with multiple vertices is shown. For straight profiles with only two vertices, the function ``calculate_strike_direction_straight_linestring(..)`` can be used. The calculation shows that the first part of the profile is striking towards 143 degrees to the SE and the second part with 152 degrees to the SE. This can be confirmed when looking at the map." ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.899636Z", "start_time": "2021-01-03T09:43:14.024Z" } }, "outputs": [ { "data": { "text/plain": [ "[142.97370864998288, 152.47884465731576]" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "angles = gg.vector.calculate_strike_direction_bent_linestring(linestring=trace.loc[0].geometry)\n", "angles" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculating the midpoint of one LineString\n", "\n", "The location for the orientation after its extraction will be the midpoint of the digitized LineString." ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.899636Z", "start_time": "2021-01-03T09:43:14.027Z" } }, "outputs": [ { "data": { "text/plain": [ "'LINESTRING (8750.657889753686 -3025.432084887312, 5916.398060484471 -3316.125400709796)'" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations.loc[0].geometry.wkt" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.900639Z", "start_time": "2021-01-03T09:43:14.030Z" } }, "outputs": [ { "data": { "text/plain": [ "'POINT (7333.527975119078 -3170.778742798554)'" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "midpoint = gg.vector.calculate_midpoint_linestring(linestring=orientations.loc[0].geometry)\n", "midpoint.wkt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculating the midpoints of LineStrings.\n", "\n", "The previous function can be extended to work for a list of LineStrings or a GeoDataFrame containing LineStrings. In this case, the orientations GeoDataFrame." ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.902638Z", "start_time": "2021-01-03T09:43:14.032Z" } }, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ]" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "midpoints = gg.vector.calculate_midpoints_linestrings(linestring_gdf=orientations)\n", "midpoints" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculating Orientation from Cross Section\n", "\n", "In order to calculate the orientation from the cross section, the real world coordinates of the midpoint of the respective LineString and its dip will be calculated. In addition, the strike of the profile will be calculated from which the azimuth of the orientation value will be derived from. As we have a bent cross section, ``calculate_orientation_from_cross_section(..)`` is skipped and ``calculate_orientation_from_bent_cross_section(..)`` will be used right away. The resulting list contains the midpoint coordinates, the depth, dip, azimuth and polarity of the orientation value." ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.903638Z", "start_time": "2021-01-03T09:43:14.034Z" } }, "outputs": [ { "data": { "text/plain": [ "[,\n", " -3170.778742798554,\n", " 5.856013585428961,\n", " 322.9737086499829,\n", " 1]" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientation = gg.vector.calculate_orientation_from_bent_cross_section(profile_linestring=trace.loc[0].geometry,\n", " orientation_linestring=orientations.loc[0].geometry)\n", "orientation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculating Orientations from Cross Sections\n", "\n", "The next step is to calculate the orientations of multiple LineStrings from a cross section. " ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.904640Z", "start_time": "2021-01-03T09:43:14.039Z" } }, "outputs": [ { "data": { "text/html": [ "
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XYZdipazimuthpolaritygeometryidformation
032348727.225712946.72-3170.785.86322.971.00POINT (32348727.216 5712946.725)NonecnS
132348389.625713394.30-1987.245.55322.971.00POINT (32348389.620 5713394.303)NonecwB
232348348.985713448.18-1369.525.53322.971.00POINT (32348348.983 5713448.178)NonecwE
332347429.975714666.59-424.770.96322.971.00POINT (32347429.970 5714666.586)Nonekr
432360317.315691277.51-2080.6847.66332.481.00POINT (32360317.311 5691277.510)NoneMassenkalk
532360264.545691378.79-1789.9946.97332.481.00POINT (32360264.541 5691378.788)NonedoV
632360216.575691470.86-1182.6449.83332.481.00POINT (32360216.569 5691470.859)Nonect-vk
732360125.425691645.79-902.3351.87332.481.00POINT (32360125.421 5691645.794)Nonecv-nH
\n", "
" ], "text/plain": [ " X Y Z dip azimuth polarity \\\n", "0 32348727.22 5712946.72 -3170.78 5.86 322.97 1.00 \n", "1 32348389.62 5713394.30 -1987.24 5.55 322.97 1.00 \n", "2 32348348.98 5713448.18 -1369.52 5.53 322.97 1.00 \n", "3 32347429.97 5714666.59 -424.77 0.96 322.97 1.00 \n", "4 32360317.31 5691277.51 -2080.68 47.66 332.48 1.00 \n", "5 32360264.54 5691378.79 -1789.99 46.97 332.48 1.00 \n", "6 32360216.57 5691470.86 -1182.64 49.83 332.48 1.00 \n", "7 32360125.42 5691645.79 -902.33 51.87 332.48 1.00 \n", "\n", " geometry id formation \n", "0 POINT (32348727.216 5712946.725) None cnS \n", "1 POINT (32348389.620 5713394.303) None cwB \n", "2 POINT (32348348.983 5713448.178) None cwE \n", "3 POINT (32347429.970 5714666.586) None kr \n", "4 POINT (32360317.311 5691277.510) None Massenkalk \n", "5 POINT (32360264.541 5691378.788) None doV \n", "6 POINT (32360216.569 5691470.859) None ct-vk \n", "7 POINT (32360125.421 5691645.794) None cv-nH " ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientation_gdf = gg.vector.calculate_orientations_from_cross_section(profile_linestring=trace.loc[0].geometry,\n", " orientation_linestrings=orientations)\n", "orientation_gdf" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.905639Z", "start_time": "2021-01-03T09:43:14.042Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1)\n", "\n", "trace.plot(ax=ax, aspect='equal', color='red')\n", "\n", "orientation_gdf.plot(ax=ax,aspect='equal')\n", "plt.grid()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Extracting Orientations from Cross Sections\n", "\n", "The above functions are collected in the function ``extract_orientations_from_cross_section(..)`` to also work for multiple profiles. Therefore, the profile name needs to be provided as well." ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.906639Z", "start_time": "2021-01-03T09:43:14.045Z" } }, "outputs": [], "source": [ "trace['name'] = 'Profile1'\n", "orientations['name'] = 'Profile1'" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.906639Z", "start_time": "2021-01-03T09:43:14.048Z" } }, "outputs": [ { "data": { "text/html": [ "
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732360125.425691645.79-902.3351.87332.481.00POINT (32360125.421 5691645.794)Nonecv-nHProfile1
\n", "
" ], "text/plain": [ " X Y Z dip azimuth polarity \\\n", "0 32348727.22 5712946.72 -3170.78 5.86 322.97 1.00 \n", "1 32348389.62 5713394.30 -1987.24 5.55 322.97 1.00 \n", "2 32348348.98 5713448.18 -1369.52 5.53 322.97 1.00 \n", "3 32347429.97 5714666.59 -424.77 0.96 322.97 1.00 \n", "4 32360317.31 5691277.51 -2080.68 47.66 332.48 1.00 \n", "5 32360264.54 5691378.79 -1789.99 46.97 332.48 1.00 \n", "6 32360216.57 5691470.86 -1182.64 49.83 332.48 1.00 \n", "7 32360125.42 5691645.79 -902.33 51.87 332.48 1.00 \n", "\n", " geometry id formation name \n", "0 POINT (32348727.216 5712946.725) None cnS Profile1 \n", "1 POINT (32348389.620 5713394.303) None cwB Profile1 \n", "2 POINT (32348348.983 5713448.178) None cwE Profile1 \n", "3 POINT (32347429.970 5714666.586) None kr Profile1 \n", "4 POINT (32360317.311 5691277.510) None Massenkalk Profile1 \n", "5 POINT (32360264.541 5691378.788) None doV Profile1 \n", "6 POINT (32360216.569 5691470.859) None ct-vk Profile1 \n", "7 POINT (32360125.421 5691645.794) None cv-nH Profile1 " ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientation_gdf = gg.vector.extract_orientations_from_cross_sections(profile_gdf=trace,\n", " orientations_gdf=orientations)\n", "orientation_gdf" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "ExecuteTime": { "end_time": "2021-01-03T09:43:27.907639Z", "start_time": "2021-01-03T09:43:14.051Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1)\n", "\n", "trace.plot(ax=ax, aspect='equal', color='red')\n", "\n", "orientation_gdf.plot(ax=ax,aspect='equal')\n", "plt.grid()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting the data with PyVista\n", "\n", "The extracted point and the cross sections could now be plotted in PyVista according to Tutorials 10 and 12." ] } ], "metadata": { "hide_input": false, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" }, "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": 4 }