{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "3ZtphBiEmbLJ"
},
"source": [
"# Using GRASS for stream-network extraction and basins delineation in Colab\n",
"Methodological procedure described in:\n",
"\n",
"Amatulli, Giuseppe, et al. [Hydrography90m: A new high-resolution global hydrographic dataset.](https://essd.copernicus.org/articles/14/4525/2022/) Earth System Science Data Discussions 2022 (2022): 1-43.\n",
"\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "YlIyJ0gG7aaf"
},
"source": [
"## Install python libraryes and softwares"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"collapsed": true,
"executionInfo": {
"elapsed": 29386,
"status": "ok",
"timestamp": 1749798012632,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "Fh_AtXkpmhkq",
"jupyter": {
"outputs_hidden": true
},
"outputId": "cfe4dbd1-e39c-4dfb-c60d-ec00d494f1ac"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting rasterio\n",
" Downloading rasterio-1.4.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (9.1 kB)\n",
"Collecting affine (from rasterio)\n",
" Downloading affine-2.4.0-py3-none-any.whl.metadata (4.0 kB)\n",
"Requirement already satisfied: attrs in /usr/local/lib/python3.11/dist-packages (from rasterio) (25.3.0)\n",
"Requirement already satisfied: certifi in /usr/local/lib/python3.11/dist-packages (from rasterio) (2025.4.26)\n",
"Requirement already satisfied: click>=4.0 in /usr/local/lib/python3.11/dist-packages (from rasterio) (8.2.1)\n",
"Collecting cligj>=0.5 (from rasterio)\n",
" Downloading cligj-0.7.2-py3-none-any.whl.metadata (5.0 kB)\n",
"Requirement already satisfied: numpy>=1.24 in /usr/local/lib/python3.11/dist-packages (from rasterio) (2.0.2)\n",
"Collecting click-plugins (from rasterio)\n",
" Downloading click_plugins-1.1.1-py2.py3-none-any.whl.metadata (6.4 kB)\n",
"Requirement already satisfied: pyparsing in /usr/local/lib/python3.11/dist-packages (from rasterio) (3.2.3)\n",
"Downloading rasterio-1.4.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (22.2 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m22.2/22.2 MB\u001b[0m \u001b[31m37.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hDownloading cligj-0.7.2-py3-none-any.whl (7.1 kB)\n",
"Downloading affine-2.4.0-py3-none-any.whl (15 kB)\n",
"Downloading click_plugins-1.1.1-py2.py3-none-any.whl (7.5 kB)\n",
"Installing collected packages: cligj, click-plugins, affine, rasterio\n",
"Successfully installed affine-2.4.0 click-plugins-1.1.1 cligj-0.7.2 rasterio-1.4.3\n",
"Requirement already satisfied: geopandas in /usr/local/lib/python3.11/dist-packages (1.0.1)\n",
"Requirement already satisfied: numpy>=1.22 in /usr/local/lib/python3.11/dist-packages (from geopandas) (2.0.2)\n",
"Requirement already satisfied: pyogrio>=0.7.2 in /usr/local/lib/python3.11/dist-packages (from geopandas) (0.11.0)\n",
"Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (from geopandas) (24.2)\n",
"Requirement already satisfied: pandas>=1.4.0 in /usr/local/lib/python3.11/dist-packages (from geopandas) (2.2.2)\n",
"Requirement already satisfied: pyproj>=3.3.0 in /usr/local/lib/python3.11/dist-packages (from geopandas) (3.7.1)\n",
"Requirement already satisfied: shapely>=2.0.0 in /usr/local/lib/python3.11/dist-packages (from geopandas) (2.1.1)\n",
"Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.11/dist-packages (from pandas>=1.4.0->geopandas) (2.9.0.post0)\n",
"Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.11/dist-packages (from pandas>=1.4.0->geopandas) (2025.2)\n",
"Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.11/dist-packages (from pandas>=1.4.0->geopandas) (2025.2)\n",
"Requirement already satisfied: certifi in /usr/local/lib/python3.11/dist-packages (from pyogrio>=0.7.2->geopandas) (2025.4.26)\n",
"Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.11/dist-packages (from python-dateutil>=2.8.2->pandas>=1.4.0->geopandas) (1.17.0)\n"
]
}
],
"source": [
"! pip install rasterio\n",
"! pip install geopandas"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 35
},
"executionInfo": {
"elapsed": 121,
"status": "ok",
"timestamp": 1749806087496,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "HnJHDQ7jkcx0",
"outputId": "bc26dd85-020c-4954-9e28-605d9b0b3818"
},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"/bin/bash: line 1: lss: command not found\n"
]
}
],
"source": [
"! lss\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"executionInfo": {
"elapsed": 189458,
"status": "ok",
"timestamp": 1749798202103,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "JbcYpAPgXcG-",
"outputId": "b63d95a3-31c8-4f23-94ee-8310dcf72464"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Reading package lists...\n",
"Building dependency tree...\n",
"Reading state information...\n",
"The following additional packages will be installed:\n",
" fonts-dejavu-core fonts-droid-fallback fonts-lyx fonts-noto-mono\n",
" fonts-urw-base35 ghostscript grass-core grass-doc grass-gui libalgorithms1\n",
" libfann2 libfftw3-double3 libfileclasses1 libglu1-mesa libgs9 libgs9-common\n",
" libgsl27 libgslcblas0 libidn12 libijs-0.35 libimageclasses1 libimagequant0\n",
" libjbig2dec0 liblbfgsb0 libnotify4 libpdal-plugin-e57 libpdal-plugin-faux\n",
" libpdal-plugin-hdf libpdal-plugin-icebridge libpdal-plugin-pgpointcloud\n",
" libpdal-plugins libpdal16 libraqm0 libwxbase3.2-1 libwxgtk-gl3.2-1\n",
" libwxgtk3.2-1 libxsimd-dev libxtst6 libxxf86dga1 poppler-data proj-bin\n",
" python-matplotlib-data python3-appdirs python3-attr python3-beniget\n",
" python3-brotli python3-bs4 python3-chardet python3-cycler python3-dateutil\n",
" python3-decorator python3-fonttools python3-fs python3-gast python3-html5lib\n",
" python3-kiwisolver python3-lxml python3-lz4 python3-matplotlib\n",
" python3-mpmath python3-numpy python3-olefile python3-packaging python3-pil\n",
" python3-pil.imagetk python3-ply python3-pythran python3-scipy\n",
" python3-soupsieve python3-sympy python3-tz python3-ufolib2\n",
" python3-unicodedata2 python3-webencodings python3-wxgtk4.0 unicode-data\n",
" x11-utils xbitmaps xterm\n",
"Suggested packages:\n",
" fonts-noto fonts-freefont-otf | fonts-freefont-ttf fonts-texgyre\n",
" libgdal-grass ghostscript-x e00compr avce00 gnuplot gpsbabel gpstrans netpbm\n",
" python3-rpy2 python3-termcolor subversion grass-dev-doc libfann-dev\n",
" libfann-doc libfftw3-bin libfftw3-dev gsl-ref-psdoc | gsl-doc-pdf\n",
" | gsl-doc-info | gsl-ref-html gnome-shell | notification-daemon libxsimd-doc\n",
" poppler-utils fonts-japanese-mincho | fonts-ipafont-mincho\n",
" fonts-japanese-gothic | fonts-ipafont-gothic fonts-arphic-ukai\n",
" fonts-arphic-uming fonts-nanum python-attr-doc python-cycler-doc\n",
" python3-genshi python-lxml-doc dvipng fonts-staypuft gir1.2-gtk-3.0 inkscape\n",
" ipython3 librsvg2-common python-matplotlib-doc python3-cairocffi\n",
" python3-gi-cairo python3-gobject python3-pyqt5 python3-sip python3-tornado\n",
" texlive-extra-utils texlive-latex-extra python-mpmath-doc python3-gmpy2\n",
" python-numpy-doc python3-pytest python-pil-doc python-ply-doc\n",
" python-scipy-doc texlive-fonts-extra python-sympy-doc wx3.2-doc mesa-utils\n",
" xfonts-cyrillic\n",
"The following NEW packages will be installed:\n",
" fonts-dejavu-core fonts-droid-fallback fonts-lyx fonts-noto-mono\n",
" fonts-urw-base35 gdal-bin ghostscript grass grass-core grass-dev grass-doc\n",
" grass-gui libalgorithms1 libfann2 libfftw3-double3 libfileclasses1\n",
" libglu1-mesa libgs9 libgs9-common libgsl27 libgslcblas0 libidn12 libijs-0.35\n",
" libimageclasses1 libimagequant0 libjbig2dec0 liblbfgsb0 libnotify4\n",
" libpdal-plugin-e57 libpdal-plugin-faux libpdal-plugin-hdf\n",
" libpdal-plugin-icebridge libpdal-plugin-pgpointcloud libpdal-plugins\n",
" libpdal16 libraqm0 libwxbase3.2-1 libwxgtk-gl3.2-1 libwxgtk3.2-1\n",
" libxsimd-dev libxtst6 libxxf86dga1 pktools poppler-data proj-bin\n",
" python-matplotlib-data python3-appdirs python3-attr python3-beniget\n",
" python3-brotli python3-bs4 python3-chardet python3-cycler python3-dateutil\n",
" python3-decorator python3-fonttools python3-fs python3-gast python3-gdal\n",
" python3-html5lib python3-kiwisolver python3-lxml python3-lz4\n",
" python3-matplotlib python3-mpmath python3-numpy python3-olefile\n",
" python3-packaging python3-pil python3-pil.imagetk python3-ply\n",
" python3-pythran python3-scipy python3-soupsieve python3-sympy python3-tz\n",
" python3-ufolib2 python3-unicodedata2 python3-webencodings python3-wxgtk4.0\n",
" unicode-data x11-utils xbitmaps xterm\n",
"0 upgraded, 84 newly installed, 0 to remove and 35 not upgraded.\n",
"Need to get 131 MB of archives.\n",
"After this operation, 449 MB of additional disk space will be used.\n",
"Get:1 http://archive.ubuntu.com/ubuntu jammy/main amd64 fonts-droid-fallback all 1:6.0.1r16-1.1build1 [1,805 kB]\n",
"Get:2 https://ppa.launchpadcontent.net/ubuntugis/ppa/ubuntu jammy/main amd64 python3-gdal amd64 3.8.4+dfsg-1~jammy0 [1,095 kB]\n",
"Get:3 http://archive.ubuntu.com/ubuntu jammy/main amd64 poppler-data all 0.4.11-1 [2,171 kB]\n",
"Get:4 http://archive.ubuntu.com/ubuntu jammy/main amd64 fonts-dejavu-core all 2.37-2build1 [1,041 kB]\n",
"Get:5 http://archive.ubuntu.com/ubuntu jammy/universe amd64 fonts-lyx all 2.3.6-1 [159 kB]\n",
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"Get:7 http://archive.ubuntu.com/ubuntu jammy/main amd64 fonts-urw-base35 all 20200910-1 [6,367 kB]\n",
"Get:8 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 python3-numpy amd64 1:1.21.5-1ubuntu22.04.1 [3,467 kB]\n",
"Get:9 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 libgs9-common all 9.55.0~dfsg1-0ubuntu5.11 [753 kB]\n",
"Get:10 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 libidn12 amd64 1.38-4ubuntu1 [60.0 kB]\n",
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"Get:12 http://archive.ubuntu.com/ubuntu jammy/main amd64 libjbig2dec0 amd64 0.19-3build2 [64.7 kB]\n",
"Get:13 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 libgs9 amd64 9.55.0~dfsg1-0ubuntu5.11 [5,031 kB]\n",
"Get:14 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 ghostscript amd64 9.55.0~dfsg1-0ubuntu5.11 [49.4 kB]\n",
"Get:15 http://archive.ubuntu.com/ubuntu jammy/main amd64 libfftw3-double3 amd64 3.3.8-2ubuntu8 [770 kB]\n",
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"Get:17 http://archive.ubuntu.com/ubuntu jammy-updates/universe amd64 python3-pil.imagetk amd64 9.0.1-1ubuntu0.3 [9,616 B]\n",
"Get:18 http://archive.ubuntu.com/ubuntu jammy/main amd64 libimagequant0 amd64 2.17.0-1 [34.6 kB]\n",
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"Get:22 http://archive.ubuntu.com/ubuntu jammy/main amd64 libxtst6 amd64 2:1.2.3-1build4 [13.4 kB]\n",
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"Get:24 http://archive.ubuntu.com/ubuntu jammy/universe amd64 xterm amd64 372-1ubuntu1 [857 kB]\n",
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"Get:30 http://archive.ubuntu.com/ubuntu jammy/main amd64 libxxf86dga1 amd64 2:1.1.5-0ubuntu3 [12.6 kB]\n",
"Get:31 http://archive.ubuntu.com/ubuntu jammy/universe amd64 python-matplotlib-data all 3.5.1-2build1 [2,942 kB]\n",
"Get:32 http://archive.ubuntu.com/ubuntu jammy/main amd64 python3-appdirs all 1.4.4-2 [11.4 kB]\n",
"Get:33 http://archive.ubuntu.com/ubuntu jammy/main amd64 python3-attr all 21.2.0-1 [44.0 kB]\n",
"Get:34 http://archive.ubuntu.com/ubuntu jammy/universe amd64 python3-gast all 0.5.2-2 [9,394 B]\n",
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"Get:40 http://archive.ubuntu.com/ubuntu jammy/universe amd64 python3-cycler all 0.11.0-1 [8,156 B]\n",
"Get:41 http://archive.ubuntu.com/ubuntu jammy/main amd64 python3-dateutil all 2.8.1-6 [78.4 kB]\n",
"Get:42 http://archive.ubuntu.com/ubuntu jammy/main amd64 python3-decorator all 4.4.2-0ubuntu1 [10.3 kB]\n",
"Get:43 http://archive.ubuntu.com/ubuntu jammy/main amd64 python3-ply all 3.11-5 [47.5 kB]\n",
"Get:44 http://archive.ubuntu.com/ubuntu jammy/universe amd64 python3-pythran amd64 0.10.0+ds2-1 [423 kB]\n",
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"Get:46 http://archive.ubuntu.com/ubuntu jammy/universe amd64 python3-ufolib2 all 0.13.1+dfsg1-1 [32.2 kB]\n",
"Get:47 http://archive.ubuntu.com/ubuntu jammy/universe amd64 python3-mpmath all 1.2.1-2 [419 kB]\n",
"Get:48 http://archive.ubuntu.com/ubuntu jammy/universe amd64 python3-sympy all 1.9-1 [4,312 kB]\n",
"Get:49 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 python3-tz all 2022.1-1ubuntu0.22.04.1 [30.7 kB]\n",
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"Get:51 http://archive.ubuntu.com/ubuntu jammy/main amd64 python3-lxml amd64 4.8.0-1build1 [1,150 kB]\n",
"Get:52 http://archive.ubuntu.com/ubuntu jammy/universe amd64 python3-lz4 amd64 3.1.3+dfsg-1build3 [33.3 kB]\n",
"Get:53 http://archive.ubuntu.com/ubuntu jammy/universe amd64 python3-unicodedata2 amd64 14.0.0+ds-8 [376 kB]\n",
"Get:54 http://archive.ubuntu.com/ubuntu jammy/universe amd64 unicode-data all 14.0.0-1.1 [8,206 kB]\n",
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"Get:68 https://ppa.launchpadcontent.net/ubuntugis/ppa/ubuntu jammy/main amd64 libwxgtk3.2-1 amd64 3.2.4+dfsg-2ubuntu1~jammy0 [4,655 kB]\n",
"Get:69 https://ppa.launchpadcontent.net/ubuntugis/ppa/ubuntu jammy/main amd64 libwxgtk-gl3.2-1 amd64 3.2.4+dfsg-2ubuntu1~jammy0 [55.3 kB]\n",
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"Get:75 https://ppa.launchpadcontent.net/ubuntugis/ppa/ubuntu jammy/main amd64 libalgorithms1 amd64 2.6.7.6+ds-4~jammy1 [132 kB]\n",
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"Get:77 https://ppa.launchpadcontent.net/ubuntugis/ppa/ubuntu jammy/main amd64 libpdal-plugin-e57 amd64 2.6.2+ds-1~jammy0 [371 kB]\n",
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"Get:82 https://ppa.launchpadcontent.net/ubuntugis/ppa/ubuntu jammy/main amd64 libpdal-plugins amd64 2.6.2+ds-1~jammy0 [18.6 kB]\n",
"Get:83 https://ppa.launchpadcontent.net/ubuntugis/ppa/ubuntu jammy/main amd64 pktools amd64 2.6.7.6+ds-4~jammy1 [966 kB]\n",
"Get:84 https://ppa.launchpadcontent.net/ubuntugis/ppa/ubuntu jammy/main amd64 proj-bin amd64 9.3.1-1~jammy0 [205 kB]\n",
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"Setting up xterm (372-1ubuntu1) ...\r\n",
"update-alternatives: using /usr/bin/xterm to provide /usr/bin/x-terminal-emulator (x-terminal-emulator) in auto mode\r\n",
"update-alternatives: using /usr/bin/lxterm to provide /usr/bin/x-terminal-emulator (x-terminal-emulator) in auto mode\r\n",
"Setting up libalgorithms1 (2.6.7.6+ds-4~jammy1) ...\r\n",
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]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\n",
"WARNING: apt does not have a stable CLI interface. Use with caution in scripts.\n",
"\n"
]
}
],
"source": [
"%%bash\n",
"apt install gdal-bin python3-gdal grass grass-dev pktools"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "-KUjGW6ZCMQX"
},
"source": [
"## Theoretical background\n",
"The first step towards modeling hydrological features is delineating a comprehensive hydrography network. DEMs at different spatial resolutions allow for the identification of stream channels, using a variety of flow-routing algorithms. Such algorithms are based on the observation that water follows the steepest and shortest route along a relief, and accumulates in valleys, lowlands, flat areas and depressions. Several algorithms have been proposed for stream network routing. These algorithms proceed in several stages: determining flow directions, resolving depressions and flat areas, and finally, calculating flow accumulation.\n",
"\n",
"## Flow accumulation\n",
"\n",
"Flow accumulation refers to the process of accumulating the flow of water across a terrain, often used in GIS to model drainage patterns and identify streams. Single flow direction (SFD) assumes water flows in only one direction, while multi-flow direction (MFD) allows water to flow in multiple directions, potentially more accurately representing terrain features."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 582
},
"executionInfo": {
"elapsed": 10,
"status": "ok",
"timestamp": 1749798202107,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "g0lawXzySL3n",
"outputId": "5c4cbccc-75b0-47e0-dda4-075744a574ab"
},
"outputs": [
{
"data": {
"text/html": [
"
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from IPython.display import display, HTML\n",
"\n",
"display(HTML('
'))"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "BhMCXMJUYqKX"
},
"source": [
"## Methodology\n",
"Below we describe how we will extract a new high-resolution hydrography (stream-network and basins) from the 1KM DEM. In this exercise we simulate a case that we can not run the full South America continent in one tile because we reach RAM limitation. Therefore we compute the analysis in 3 tiles and then we combine the results.\n",
"\n",
"We are going to use 3 GRASS commands:\n",
"* [r.watershed](https://grass.osgeo.org/grass-stable/manuals/r.watershed.html) to derive flow accumulation\n",
"* [r.stream.extract](https://grass.osgeo.org/grass-stable/manuals/r.stream.extract.html) to extract-stream network\n",
"* [r.stream.basins](https://grass.osgeo.org/grass-stable/manuals/addons/r.stream.basins.html) to delineate basins"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "hM1LKVfKNPrf"
},
"source": [
"## Download the input dataset"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
},
"executionInfo": {
"elapsed": 1940,
"status": "ok",
"timestamp": 1749806512427,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "AiSUp5GfGwjB",
"outputId": "79df9753-ce5c-4a5d-e6a4-821533084519"
},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--2025-06-13 09:21:50-- https://raw.githubusercontent.com/selvaje/SE_data/53a02ab19e45d1a16cbc63ad5fb30da4ae67839f/exercise/geodata/dem/SA_msk_1km.tif\n",
"Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.109.133, 185.199.111.133, 185.199.108.133, ...\n",
"Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.109.133|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 389386 (380K) [image/tiff]\n",
"Saving to: ‘SA_msk.tif’\n",
"\n",
"\r",
"SA_msk.tif 0%[ ] 0 --.-KB/s \r",
"SA_msk.tif 100%[===================>] 380.26K --.-KB/s in 0.03s \n",
"\n",
"2025-06-13 09:21:50 (12.4 MB/s) - ‘SA_msk.tif’ saved [389386/389386]\n",
"\n",
"--2025-06-13 09:21:50-- https://raw.githubusercontent.com/selvaje/SE_data/b21ed1b52e67f2633cb9a685c8cae9422ec42948/exercise/geodata/dem/SA_are_1km_msk.tif\n",
"Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n",
"Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 693593 (677K) [image/tiff]\n",
"Saving to: ‘SA_area.tif’\n",
"\n",
"SA_area.tif 100%[===================>] 677.34K --.-KB/s in 0.04s \n",
"\n",
"2025-06-13 09:21:50 (17.6 MB/s) - ‘SA_area.tif’ saved [693593/693593]\n",
"\n",
"--2025-06-13 09:21:50-- https://raw.githubusercontent.com/selvaje/SE_data/b21ed1b52e67f2633cb9a685c8cae9422ec42948/exercise/geodata/dem/SA_elevation_mn_GMTED2010_mn_msk.tif\n",
"Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.110.133, 185.199.111.133, ...\n",
"Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 30715408 (29M) [application/octet-stream]\n",
"Saving to: ‘SA_elevation.tif’\n",
"\n",
"SA_elevation.tif 100%[===================>] 29.29M --.-KB/s in 0.1s \n",
"\n",
"2025-06-13 09:21:51 (223 MB/s) - ‘SA_elevation.tif’ saved [30715408/30715408]\n",
"\n",
"--2025-06-13 09:21:51-- https://raw.githubusercontent.com/selvaje/SE_data/66617b33f3704a532d9fc0f39953235ce43cd5b1/exercise/geodata/dem/SA_all_dep_1km.tif\n",
"Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.110.133, 185.199.111.133, ...\n",
"Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 286077 (279K) [image/tiff]\n",
"Saving to: ‘SA_dep.tif’\n",
"\n",
"SA_dep.tif 100%[===================>] 279.37K --.-KB/s in 0.02s \n",
"\n",
"2025-06-13 09:21:52 (11.7 MB/s) - ‘SA_dep.tif’ saved [286077/286077]\n",
"\n",
"--2025-06-13 09:21:52-- https://raw.githubusercontent.com/selvaje/SE_data/66617b33f3704a532d9fc0f39953235ce43cd5b1/exercise/geodata/dem/tilesComp.gpkg\n",
"Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n",
"Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 106496 (104K) [application/octet-stream]\n",
"Saving to: ‘tilesComp.gpkg’\n",
"\n",
"tilesComp.gpkg 100%[===================>] 104.00K --.-KB/s in 0.02s \n",
"\n",
"2025-06-13 09:21:52 (6.52 MB/s) - ‘tilesComp.gpkg’ saved [106496/106496]\n",
"\n"
]
}
],
"source": [
"# mask sea-land\n",
"!wget -O SA_msk.tif https://raw.githubusercontent.com/selvaje/SE_data/53a02ab19e45d1a16cbc63ad5fb30da4ae67839f/exercise/geodata/dem/SA_msk_1km.tif\n",
"# area for each pixel in km2\n",
"!wget -O SA_area.tif https://raw.githubusercontent.com/selvaje/SE_data/b21ed1b52e67f2633cb9a685c8cae9422ec42948/exercise/geodata/dem/SA_are_1km_msk.tif\n",
"# elevation\n",
"!wget -O SA_elevation.tif https://raw.githubusercontent.com/selvaje/SE_data/b21ed1b52e67f2633cb9a685c8cae9422ec42948/exercise/geodata/dem/SA_elevation_mn_GMTED2010_mn_msk.tif\n",
"# depresssion\n",
"!wget -O SA_dep.tif https://raw.githubusercontent.com/selvaje/SE_data/66617b33f3704a532d9fc0f39953235ce43cd5b1/exercise/geodata/dem/SA_all_dep_1km.tif\n",
"# computation tiles\n",
"!wget -O tilesComp.gpkg https://raw.githubusercontent.com/selvaje/SE_data/66617b33f3704a532d9fc0f39953235ce43cd5b1/exercise/geodata/dem/tilesComp.gpkg"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 17
},
"executionInfo": {
"elapsed": 11,
"status": "ok",
"timestamp": 1749806550615,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "ysZxmZHOrMuk",
"outputId": "e219e063-a421-4142-e6e2-9f6f87854190"
},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import rasterio\n",
"from rasterio.plot import show\n",
"import matplotlib.pyplot as plt\n",
"import geopandas as gpd"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "XngcQd4V0VgD"
},
"source": [
"## Plotting the input dataset"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 430
},
"executionInfo": {
"elapsed": 51536,
"status": "ok",
"timestamp": 1749806613747,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "GHJbb_r7lP8f",
"outputId": "dad1b484-0253-4206-f410-e799f80ce9aa"
},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Open raster datasets\n",
"\n",
"msk = rasterio.open(\"/content/SA_msk.tif\")\n",
"dem = rasterio.open(\"/content/SA_elevation.tif\")\n",
"area = rasterio.open(\"/content/SA_area.tif\")\n",
"\n",
"# Create a figure and subplots\n",
"fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(15, 5)) # 1 row, 3 columns\n",
"\n",
"# Plot each raster on a subplot\n",
"show(msk, ax=ax1, title=\"Mask\")\n",
"show(dem, ax=ax2, title=\"Elevation\")\n",
"show(area, ax=ax3, title=\"Area\")\n",
"\n",
"# Adjust layout and display\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "sdpTMEgdsmG4"
},
"source": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "JlfB4AqC0eXp"
},
"source": [
"## Plotting the elevation and the computational tiles"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 507
},
"executionInfo": {
"elapsed": 18131,
"status": "ok",
"timestamp": 1749798259743,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "wgBCtycvmaVs",
"outputId": "883904e1-5f9c-4a37-afb8-4f57c7b30219"
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Open raster datasets\n",
"dem = rasterio.open(\"/content/SA_elevation.tif\")\n",
"\n",
"# Open the vector dataset\n",
"tiles = gpd.read_file(\"/content/tilesComp.gpkg\")\n",
"\n",
"# Create a figure and an axes\n",
"fig, ax = plt.subplots(figsize=(5, 5))\n",
"\n",
"# Plot the DEM raster\n",
"show(dem, ax=ax, cmap='terrain') # Use a terrain colormap\n",
"\n",
"# Plot the vector data on top of the DEM\n",
"tiles.boundary.plot(ax=ax, color=\"red\", linewidth=2, alpha=1) # Plot the boundaries in red\n",
"tiles.plot(ax=ax, alpha=0.5, color='none', edgecolor='red') # Transparent fill with red outline\n",
"\n",
"\n",
"# Add a title and labels\n",
"# ax.set_title(\"DEM with Irregular Tiling System Overlay\")\n",
"ax.set_xlabel(\"Longitude\")\n",
"ax.set_ylabel(\"Latitude\")\n",
"\n",
"\n",
"plt.tight_layout()\n",
"plt.show()\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "cHx9Uz4g0l8z"
},
"source": [
"## Install the grass add-on"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"executionInfo": {
"elapsed": 7523,
"status": "ok",
"timestamp": 1749798267264,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "IurIOROYmfY6",
"outputId": "bbcc9606-6092-4400-deb0-6e4424f8ee9c"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Your branch is up to date with 'origin/grass8'.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"Fetching from \n",
"(be patient)...\n",
"Already on 'grass8'\n",
"Compiling...\n",
"Installing...\n",
"Updating extensions metadata file...\n",
"Updating extension modules metadata file...\n",
"Installation of successfully finished\n"
]
}
],
"source": [
"%%bash\n",
"grass --exec g.extension extension=r.stream.basins"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "qfyfph9X-c62"
},
"source": [
"## Compute continental seamless flow accumulation"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
},
"collapsed": true,
"executionInfo": {
"elapsed": 423608,
"status": "ok",
"timestamp": 1749802876899,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "4WXJRtclox_A",
"jupyter": {
"outputs_hidden": true
},
"outputId": "ade41a58-f0e4-42c6-95e0-01fa6c9f4e9a"
},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"projection=3\n",
"zone=0\n",
"n=14\n",
"s=-56\n",
"w=-83\n",
"e=-34\n",
"nsres=923.44150551\n",
"ewres=703.7149865\n",
"rows=8400\n",
"cols=5880\n",
"cells=49392000\n",
"projection=3\n",
"zone=0\n",
"n=-12\n",
"s=-56\n",
"w=-76.4\n",
"e=-43\n",
"nsres=924.52244935\n",
"ewres=710.89449752\n",
"rows=5280\n",
"cols=4008\n",
"cells=21162240\n",
"############# compute the flow accumulation using MFD for tile 1 ##############\n",
"############# extract stream ##################\n",
"############# delineate basin ##################\n",
"###### create a small zone flow binary for later use ###########\n",
"##### create a smaller box ########\n",
"projection=3\n",
"zone=0\n",
"n=-14\n",
"s=-56\n",
"w=-75.8\n",
"e=-45\n",
"nsres=924.64630106\n",
"ewres=707.62000721\n",
"rows=5040\n",
"cols=3696\n",
"cells=18627840\n",
"######## left stripe ########\n",
"######## right stripe ########\n",
"######## top stripe ########\n",
"######## bottom stripe ########\n",
"######## remove incompleate basins ########\n",
"############ export basin only for visual inspection ############\n",
"############ output the flow accumulation ############\n",
"projection=3\n",
"zone=0\n",
"n=1\n",
"s=-38\n",
"w=-73.9\n",
"e=-34.6\n",
"nsres=922.66504302\n",
"ewres=826.93226998\n",
"rows=4680\n",
"cols=4716\n",
"cells=22070880\n",
"############# compute the flow accumulation using MFD for tile 2 ##############\n",
"############# extract stream ##################\n",
"############# delineate basin ##################\n",
"###### create a small zone flow binary for later use ###########\n",
"##### create a smaller box ########\n",
"projection=3\n",
"zone=0\n",
"n=-1.8\n",
"s=-35.2\n",
"w=-71.1\n",
"e=-34.6\n",
"nsres=922.59157279\n",
"ewres=840.84791606\n",
"rows=4008\n",
"cols=4380\n",
"cells=17555040\n",
"######## left stripe ########\n",
"######## right stripe ########\n",
"######## top stripe ########\n",
"######## bottom stripe ########\n",
"######## remove incompleate basins ########\n",
"############ export basin only for visual inspection ############\n",
"############ output the flow accumulation ############\n",
"projection=3\n",
"zone=0\n",
"n=12.7\n",
"s=-24.5\n",
"w=-81.7\n",
"e=-41.7\n",
"nsres=921.8619211\n",
"ewres=872.86703289\n",
"rows=4464\n",
"cols=4800\n",
"cells=21427200\n",
"############# compute the flow accumulation using MFD for tile 3 ##############\n",
"############# extract stream ##################\n",
"############# delineate basin ##################\n",
"###### create a small zone flow binary for later use ###########\n",
"##### create a smaller box ########\n",
"projection=3\n",
"zone=0\n",
"n=12.7\n",
"s=-21.7\n",
"w=-81.4\n",
"e=-44.5\n",
"nsres=921.77907927\n",
"ewres=882.26518613\n",
"rows=4128\n",
"cols=4428\n",
"cells=18278784\n",
"######## left stripe ########\n",
"######## right stripe ########\n",
"######## top stripe ########\n",
"######## bottom stripe ########\n",
"######## remove incompleate basins ########\n",
"############ export basin only for visual inspection ############\n",
"############ output the flow accumulation ############\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"Starting GRASS GIS...\n",
"Creating new GRASS GIS project ...\n",
"\n",
" __________ ___ __________ _______________\n",
" / ____/ __ \\/ | / ___/ ___/ / ____/ _/ ___/\n",
" / / __/ /_/ / /| | \\__ \\\\_ \\ / / __ / / \\__ \\\n",
" / /_/ / _, _/ ___ |___/ /__/ / / /_/ // / ___/ /\n",
" \\____/_/ |_/_/ |_/____/____/ \\____/___//____/\n",
"\n",
"Welcome to GRASS GIS 8.4.1\n",
"GRASS GIS homepage: https://grass.osgeo.org\n",
"This version running through: Bash Shell (/bin/bash)\n",
"Help is available with the command: g.manual -i\n",
"See the licence terms with: g.version -c\n",
"See citation options with: g.version -x\n",
"Start the GUI with: g.gui wxpython\n",
"When ready to quit enter: exit\n",
"\n",
"WARNING: Color table of raster map not found\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
" 0%\b\b\b\b\b 3%\b\b\b\b\b 0%\b\b\b\b\b 0%\b\b\b\b\b 3%\b\b\b\b\b 6%\b\b\b\b\b 0%\b\b\b\b\b 6%\b\b\b\b\b 0%\b\b\b\b\b 3%\b\b\b\b\b 9%\b\b\b\b\b 9%\b\b\b\b\b 3%\b\b\b\b\b 3%\b\b\b\b\b 12%\b\b\b\b\b 6%\b\b\b\b\b 12%\b\b\b\b\b 6%\b\b\b\b\b 6%\b\b\b\b\b 15%\b\b\b\b\b 9%\b\b\b\b\b 15%\b\b\b\b\b 9%\b\b\b\b\b 9%\b\b\b\b\b 18%\b\b\b\b\b 12%\b\b\b\b\b 18%\b\b\b\b\b 21%\b\b\b\b\b 12%\b\b\b\b\b 15%\b\b\b\b\b 12%\b\b\b\b\b 21%\b\b\b\b\b 24%\b\b\b\b\b 15%\b\b\b\b\b 18%\b\b\b\b\b 15%\b\b\b\b\b 27%\b\b\b\b\b 24%\b\b\b\b\b 21%\b\b\b\b\b 18%\b\b\b\b\b 30%\b\b\b\b\b 27%\b\b\b\b\b 18%\b\b\b\b\b 24%\b\b\b\b\b 21%\b\b\b\b\b 27%\b\b\b\b\b 30%\b\b\b\b\b 30%\b\b\b\b\b 33%\b\b\b\b\b 21%\b\b\b\b\b 33%\b\b\b\b\b 24%\b\b\b\b\b 36%\b\b\b\b\b 33%\b\b\b\b\b 36%\b\b\b\b\b 27%\b\b\b\b\b 24%\b\b\b\b\b 39%\b\b\b\b\b 36%\b\b\b\b\b 30%\b\b\b\b\b 39%\b\b\b\b\b 42%\b\b\b\b\b 27%\b\b\b\b\b 33%\b\b\b\b\b 45%\b\b\b\b\b 39%\b\b\b\b\b 42%\b\b\b\b\b 36%\b\b\b\b\b 30%\b\b\b\b\b 42%\b\b\b\b\b 48%\b\b\b\b\b 45%\b\b\b\b\b 39%\b\b\b\b\b 33%\b\b\b\b\b 51%\b\b\b\b\b 45%\b\b\b\b\b 42%\b\b\b\b\b 48%\b\b\b\b\b 36%\b\b\b\b\b 48%\b\b\b\b\b 45%\b\b\b\b\b 54%\b\b\b\b\b 51%\b\b\b\b\b 39%\b\b\b\b\b 51%\b\b\b\b\b 57%\b\b\b\b\b 48%\b\b\b\b\b 54%\b\b\b\b\b 54%\b\b\b\b\b 42%\b\b\b\b\b 60%\b\b\b\b\b 51%\b\b\b\b\b 57%\b\b\b\b\b 57%\b\b\b\b\b 63%\b\b\b\b\b 45%\b\b\b\b\b 54%\b\b\b\b\b 60%\b\b\b\b\b 60%\b\b\b\b\b 66%\b\b\b\b\b 48%\b\b\b\b\b 63%\b\b\b\b\b 57%\b\b\b\b\b 69%\b\b\b\b\b 63%\b\b\b\b\b 51%\b\b\b\b\b 66%\b\b\b\b\b 60%\b\b\b\b\b 66%\b\b\b\b\b 72%\b\b\b\b\b 69%\b\b\b\b\b 54%\b\b\b\b\b 63%\b\b\b\b\b 69%\b\b\b\b\b 75%\b\b\b\b\b 72%\b\b\b\b\b 66%\b\b\b\b\b 57%\b\b\b\b\b 72%\b\b\b\b\b 78%\b\b\b\b\b 69%\b\b\b\b\b 75%\b\b\b\b\b 75%\b\b\b\b\b 60%\b\b\b\b\b 81%\b\b\b\b\b 72%\b\b\b\b\b 78%\b\b\b\b\b 78%\b\b\b\b\b 84%\b\b\b\b\b 63%\b\b\b\b\b 75%\b\b\b\b\b 81%\b\b\b\b\b 81%\b\b\b\b\b 87%\b\b\b\b\b 66%\b\b\b\b\b 78%\b\b\b\b\b 84%\b\b\b\b\b 84%\b\b\b\b\b 90%\b\b\b\b\b 81%\b\b\b\b\b 69%\b\b\b\b\b 87%\b\b\b\b\b 87%\b\b\b\b\b 93%\b\b\b\b\b 84%\b\b\b\b\b 90%\b\b\b\b\b 90%\b\b\b\b\b 72%\b\b\b\b\b 96%\b\b\b\b\b 87%\b\b\b\b\b 93%\b\b\b\b\b 93%\b\b\b\b\b 75%\b\b\b\b\b 99%\b\b\b\b\b 90%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 96%\b\b\b\b\b 96%\b\b\b\b\b 93%\b\b\b\b\b 78%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b 96%\b\b\b\b\b\n",
" 99%\b\b\b\b\b 81%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 84%\b\b\b\b\b 87%\b\b\b\b\b 90%\b\b\b\b\b 93%\b\b\b\b\b 96%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
"WARNING: MASK already exists and will be overwritten\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
"WARNING: MASK already exists and will be overwritten\n",
"WARNING: MASK already exists and will be overwritten\n",
"WARNING: Precision loss: Float32 can not preserve the DCELL precision of\n",
" raster . This can be avoided by using Float64\n",
"WARNING: Forcing raster export\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
"WARNING: MASK already exists and will be overwritten\n",
"WARNING: Color table of raster map not found\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
" 0%\b\b\b\b\b 3%\b\b\b\b\b 6%\b\b\b\b\b 0%\b\b\b\b\b 0%\b\b\b\b\b 0%\b\b\b\b\b 9%\b\b\b\b\b 0%\b\b\b\b\b 12%\b\b\b\b\b 3%\b\b\b\b\b 3%\b\b\b\b\b 15%\b\b\b\b\b 18%\b\b\b\b\b 3%\b\b\b\b\b 3%\b\b\b\b\b 6%\b\b\b\b\b 21%\b\b\b\b\b 6%\b\b\b\b\b 6%\b\b\b\b\b 6%\b\b\b\b\b 9%\b\b\b\b\b 24%\b\b\b\b\b 9%\b\b\b\b\b 9%\b\b\b\b\b 9%\b\b\b\b\b 27%\b\b\b\b\b 12%\b\b\b\b\b 12%\b\b\b\b\b 12%\b\b\b\b\b 12%\b\b\b\b\b 15%\b\b\b\b\b 30%\b\b\b\b\b 15%\b\b\b\b\b 15%\b\b\b\b\b 18%\b\b\b\b\b 15%\b\b\b\b\b 18%\b\b\b\b\b 33%\b\b\b\b\b 18%\b\b\b\b\b 21%\b\b\b\b\b 21%\b\b\b\b\b 36%\b\b\b\b\b 18%\b\b\b\b\b 21%\b\b\b\b\b 24%\b\b\b\b\b 21%\b\b\b\b\b 24%\b\b\b\b\b 24%\b\b\b\b\b 39%\b\b\b\b\b 24%\b\b\b\b\b 27%\b\b\b\b\b 27%\b\b\b\b\b 27%\b\b\b\b\b 27%\b\b\b\b\b 42%\b\b\b\b\b 30%\b\b\b\b\b 30%\b\b\b\b\b 30%\b\b\b\b\b 30%\b\b\b\b\b 33%\b\b\b\b\b 45%\b\b\b\b\b 33%\b\b\b\b\b 33%\b\b\b\b\b 36%\b\b\b\b\b 39%\b\b\b\b\b 33%\b\b\b\b\b 48%\b\b\b\b\b 42%\b\b\b\b\b 36%\b\b\b\b\b 36%\b\b\b\b\b 45%\b\b\b\b\b 51%\b\b\b\b\b 36%\b\b\b\b\b 39%\b\b\b\b\b 48%\b\b\b\b\b 39%\b\b\b\b\b 54%\b\b\b\b\b 42%\b\b\b\b\b 39%\b\b\b\b\b 51%\b\b\b\b\b 42%\b\b\b\b\b 57%\b\b\b\b\b 42%\b\b\b\b\b 60%\b\b\b\b\b 45%\b\b\b\b\b 54%\b\b\b\b\b 63%\b\b\b\b\b 45%\b\b\b\b\b 66%\b\b\b\b\b 48%\b\b\b\b\b 45%\b\b\b\b\b 48%\b\b\b\b\b 57%\b\b\b\b\b 69%\b\b\b\b\b 51%\b\b\b\b\b 48%\b\b\b\b\b 60%\b\b\b\b\b 51%\b\b\b\b\b 72%\b\b\b\b\b 54%\b\b\b\b\b 51%\b\b\b\b\b 54%\b\b\b\b\b 63%\b\b\b\b\b 75%\b\b\b\b\b 54%\b\b\b\b\b 57%\b\b\b\b\b 57%\b\b\b\b\b 66%\b\b\b\b\b 60%\b\b\b\b\b 57%\b\b\b\b\b 78%\b\b\b\b\b 60%\b\b\b\b\b 63%\b\b\b\b\b 69%\b\b\b\b\b 60%\b\b\b\b\b 81%\b\b\b\b\b 63%\b\b\b\b\b 66%\b\b\b\b\b 72%\b\b\b\b\b 63%\b\b\b\b\b 66%\b\b\b\b\b 84%\b\b\b\b\b 69%\b\b\b\b\b 75%\b\b\b\b\b 66%\b\b\b\b\b 69%\b\b\b\b\b 87%\b\b\b\b\b 72%\b\b\b\b\b 78%\b\b\b\b\b 72%\b\b\b\b\b 90%\b\b\b\b\b 75%\b\b\b\b\b 69%\b\b\b\b\b 81%\b\b\b\b\b 93%\b\b\b\b\b 78%\b\b\b\b\b 75%\b\b\b\b\b 72%\b\b\b\b\b 84%\b\b\b\b\b 81%\b\b\b\b\b 96%\b\b\b\b\b 78%\b\b\b\b\b 87%\b\b\b\b\b 75%\b\b\b\b\b 84%\b\b\b\b\b 90%\b\b\b\b\b 99%\b\b\b\b\b 87%\b\b\b\b\b 81%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 78%\b\b\b\b\b 84%\b\b\b\b\b 93%\b\b\b\b\b 90%\b\b\b\b\b 81%\b\b\b\b\b 87%\b\b\b\b\b 93%\b\b\b\b\b 96%\b\b\b\b\b 84%\b\b\b\b\b 90%\b\b\b\b\b 99%\b\b\b\b\b 96%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 93%\b\b\b\b\b 87%\b\b\b\b\b 96%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b 99%\b\b\b\b\b\n",
" 100%\b\b\b\b\b\n",
" 90%\b\b\b\b\b 93%\b\b\b\b\b 96%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
"WARNING: MASK already exists and will be overwritten\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
"WARNING: MASK already exists and will be overwritten\n",
"WARNING: MASK already exists and will be overwritten\n",
"WARNING: Precision loss: Float32 can not preserve the DCELL precision of\n",
" raster . This can be avoided by using Float64\n",
"WARNING: Forcing raster export\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
"WARNING: MASK already exists and will be overwritten\n",
"WARNING: Color table of raster map not found\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
" 0%\b\b\b\b\b 3%\b\b\b\b\b 6%\b\b\b\b\b 0%\b\b\b\b\b 0%\b\b\b\b\b 0%\b\b\b\b\b 3%\b\b\b\b\b 6%\b\b\b\b\b 0%\b\b\b\b\b 9%\b\b\b\b\b 3%\b\b\b\b\b 3%\b\b\b\b\b 12%\b\b\b\b\b 9%\b\b\b\b\b 6%\b\b\b\b\b 3%\b\b\b\b\b 6%\b\b\b\b\b 15%\b\b\b\b\b 12%\b\b\b\b\b 6%\b\b\b\b\b 18%\b\b\b\b\b 9%\b\b\b\b\b 15%\b\b\b\b\b 9%\b\b\b\b\b 9%\b\b\b\b\b 21%\b\b\b\b\b 12%\b\b\b\b\b 18%\b\b\b\b\b 24%\b\b\b\b\b 12%\b\b\b\b\b 21%\b\b\b\b\b 12%\b\b\b\b\b 15%\b\b\b\b\b 27%\b\b\b\b\b 24%\b\b\b\b\b 15%\b\b\b\b\b 15%\b\b\b\b\b 18%\b\b\b\b\b 27%\b\b\b\b\b 30%\b\b\b\b\b 30%\b\b\b\b\b 21%\b\b\b\b\b 18%\b\b\b\b\b 18%\b\b\b\b\b 33%\b\b\b\b\b 33%\b\b\b\b\b 24%\b\b\b\b\b 21%\b\b\b\b\b 21%\b\b\b\b\b 36%\b\b\b\b\b 36%\b\b\b\b\b 27%\b\b\b\b\b 24%\b\b\b\b\b 24%\b\b\b\b\b 30%\b\b\b\b\b 39%\b\b\b\b\b 39%\b\b\b\b\b 33%\b\b\b\b\b 36%\b\b\b\b\b 39%\b\b\b\b\b 27%\b\b\b\b\b 27%\b\b\b\b\b 42%\b\b\b\b\b 42%\b\b\b\b\b 42%\b\b\b\b\b 45%\b\b\b\b\b 30%\b\b\b\b\b 30%\b\b\b\b\b 45%\b\b\b\b\b 48%\b\b\b\b\b 45%\b\b\b\b\b 51%\b\b\b\b\b 48%\b\b\b\b\b 33%\b\b\b\b\b 33%\b\b\b\b\b 54%\b\b\b\b\b 48%\b\b\b\b\b 51%\b\b\b\b\b 36%\b\b\b\b\b 36%\b\b\b\b\b 57%\b\b\b\b\b 51%\b\b\b\b\b 54%\b\b\b\b\b 39%\b\b\b\b\b 60%\b\b\b\b\b 54%\b\b\b\b\b 39%\b\b\b\b\b 57%\b\b\b\b\b 63%\b\b\b\b\b 42%\b\b\b\b\b 57%\b\b\b\b\b 42%\b\b\b\b\b 60%\b\b\b\b\b 66%\b\b\b\b\b 45%\b\b\b\b\b 60%\b\b\b\b\b 45%\b\b\b\b\b 69%\b\b\b\b\b 63%\b\b\b\b\b 48%\b\b\b\b\b 51%\b\b\b\b\b 63%\b\b\b\b\b 54%\b\b\b\b\b 48%\b\b\b\b\b 72%\b\b\b\b\b 66%\b\b\b\b\b 57%\b\b\b\b\b 66%\b\b\b\b\b 60%\b\b\b\b\b 69%\b\b\b\b\b 51%\b\b\b\b\b 75%\b\b\b\b\b 69%\b\b\b\b\b 72%\b\b\b\b\b 54%\b\b\b\b\b 63%\b\b\b\b\b 72%\b\b\b\b\b 78%\b\b\b\b\b 66%\b\b\b\b\b 75%\b\b\b\b\b 57%\b\b\b\b\b 75%\b\b\b\b\b 69%\b\b\b\b\b 81%\b\b\b\b\b 78%\b\b\b\b\b 78%\b\b\b\b\b 60%\b\b\b\b\b 84%\b\b\b\b\b 87%\b\b\b\b\b 72%\b\b\b\b\b 81%\b\b\b\b\b 63%\b\b\b\b\b 81%\b\b\b\b\b 90%\b\b\b\b\b 75%\b\b\b\b\b 84%\b\b\b\b\b 66%\b\b\b\b\b 84%\b\b\b\b\b 87%\b\b\b\b\b 93%\b\b\b\b\b 90%\b\b\b\b\b 93%\b\b\b\b\b 78%\b\b\b\b\b 69%\b\b\b\b\b 96%\b\b\b\b\b 96%\b\b\b\b\b 87%\b\b\b\b\b 81%\b\b\b\b\b 99%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 72%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 90%\b\b\b\b\b 75%\b\b\b\b\b 84%\b\b\b\b\b 78%\b\b\b\b\b 93%\b\b\b\b\b 81%\b\b\b\b\b 87%\b\b\b\b\b 96%\b\b\b\b\b 84%\b\b\b\b\b 90%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 87%\b\b\b\b\b 93%\b\b\b\b\b 90%\b\b\b\b\b 96%\b\b\b\b\b 93%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 96%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
"WARNING: MASK already exists and will be overwritten\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
"WARNING: MASK already exists and will be overwritten\n",
"WARNING: MASK already exists and will be overwritten\n",
"WARNING: Precision loss: Float32 can not preserve the DCELL precision of\n",
" raster . This can be avoided by using Float64\n",
"WARNING: Forcing raster export\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
"Done.\n",
"\n",
"Goodbye from GRASS GIS\n",
"\n"
]
}
],
"source": [
"%%bash\n",
"\n",
"cd /content/\n",
"\n",
"# use -c create loctation/project to using the SA_elevation.tif file as reference\n",
"rm -fr /content/hydrographySA_1\n",
"grass --text -c /content/SA_elevation.tif /content/hydrographySA_1 --exec <<'EOF'\n",
"\n",
"g.gisenv set=\"GRASS_VERBOSE=-1\",\"DEBUG=0\"\n",
"\n",
"## import the layers\n",
"r.external input=/content/SA_elevation.tif output=elv --o --q # dem\n",
"r.external input=/content/SA_dep.tif output=dep --o --q # depression\n",
"r.external input=/content/SA_area.tif output=are --o --q # area-pixel\n",
"r.external input=/content/SA_msk.tif output=msk --o --q # land-ocean mask\n",
"\n",
"g.region -m\n",
"\n",
"for tile in 1 2 3 ; do # loop for each tile\n",
"r.mask raster=msk --o --q # usefull to mask the flow accumulation\n",
"\n",
"# extract tile extent from the tilesComp.gpkg\n",
"wL=$(ogrinfo -al -where \"id = '$tile'\" /content/tilesComp.gpkg | grep POLYGON | awk '{ gsub(/[(()),]/,\" \",$0 ); print $2 }')\n",
"nL=$(ogrinfo -al -where \"id = '$tile'\" /content/tilesComp.gpkg | grep POLYGON | awk '{ gsub(/[(()),]/,\" \",$0 ); print $3 }')\n",
"eL=$(ogrinfo -al -where \"id = '$tile'\" /content/tilesComp.gpkg | grep POLYGON | awk '{ gsub(/[(()),]/,\" \",$0 ); print $4 }')\n",
"sL=$(ogrinfo -al -where \"id = '$tile'\" /content/tilesComp.gpkg | grep POLYGON | awk '{ gsub(/[(()),]/,\" \",$0 ); print $7 }')\n",
"\n",
"g.region w=$wL n=$nL s=$sL e=$eL res=0:00:30 --o\n",
"g.region -m\n",
"\n",
"### maximum ram 66571M for 2^31 -1 (2 147 483 647 cell) / 1 000 000 * 31 M\n",
"#### -m Enable disk swap memory option: Operation is slow\n",
"#### -b Beautify flat areas\n",
"#### threshold=8 8 km2\n",
"\n",
"echo \"############# compute the flow accumulation using MFD for tile $tile ##############\"\n",
"r.watershed -b elevation=elv depression=dep accumulation=flow drainage=dir_rw flow=are memory=4000 --o --q\n",
"\n",
"echo \"############# extract stream ##################\"\n",
"r.stream.extract elevation=elv accumulation=flow depression=dep threshold=8 direction=dir_rs stream_raster=stream memory=2000 --o --q\n",
"\n",
"echo \"############# delineate basin ##################\"\n",
"r.stream.basins -l stream_rast=stream direction=dir_rs basins=lbasin memory=2000 --o --q\n",
"r.colors -r stream --q ; r.colors -r lbasin --q ; r.colors -r flow --q\n",
"\n",
"r.out.gdal --o -c -m createopt=\"COMPRESS=DEFLATE,ZLEVEL=9\" type=UInt32 format=GTiff nodata=0 input=lbasin output=/content/lbasinTmp1_$tile.tif\n",
"\n",
"echo \"###### create a small zone flow binary for later use ###########\"\n",
"r.mapcalc \" small_zone_flow = if( !isnull(flow) && isnull(lbasin) , 1 , null()) \" --o --q\n",
"\n",
"echo \"##### create a smaller box ########\"\n",
"CropW=$( ogrinfo -al -where \"id = '$tile'\" /content/tilesComp.gpkg | grep \" CropW\" | awk '{print $4 }')\n",
"CropE=$( ogrinfo -al -where \"id = '$tile'\" /content/tilesComp.gpkg | grep \" CropE\" | awk '{print $4 }')\n",
"CropS=$( ogrinfo -al -where \"id = '$tile'\" /content/tilesComp.gpkg | grep \" CropS\" | awk '{print $4 }')\n",
"CropN=$( ogrinfo -al -where \"id = '$tile'\" /content/tilesComp.gpkg | grep \" CropN\" | awk '{print $4 }')\n",
"\n",
"nS=$(g.region -m | grep ^n= | awk -F \"=\" -v CropN=$CropN '{ printf (\"%.14f\\n\" , $2 - CropN ) }' )\n",
"sS=$(g.region -m | grep ^s= | awk -F \"=\" -v CropS=$CropS '{ printf (\"%.14f\\n\" , $2 + CropS ) }' )\n",
"eS=$(g.region -m | grep ^e= | awk -F \"=\" -v CropE=$CropE '{ printf (\"%.14f\\n\" , $2 - CropE ) }' )\n",
"wS=$(g.region -m | grep ^w= | awk -F \"=\" -v CropW=$CropW '{ printf (\"%.14f\\n\" , $2 + CropW ) }' )\n",
"\n",
"# set a smaller region to avoid border effect\n",
"g.region w=$wS n=$nS s=$sS e=$eS res=0:00:30 save=smallext --o --q # smaller region\n",
"g.region region=smallext --o --q\n",
"g.region -m\n",
"\n",
"# at this point we want remove all no-entire basins. To do this we create 4 stripes of 1 pixel allong the tile borders.\n",
"\n",
"echo \"######## left stripe ########\"\n",
"eST=$(g.region -m | grep ^e= | awk -F \"=\" '{ print $2 }')\n",
"wST=$(g.region -m | grep ^e= | awk -F \"=\" '{ printf (\"%.14f\\n\" , $2 - ( 1 * 0.00833333333333 )) }' )\n",
"\n",
"g.region n=$nS s=$sS e=$eST w=$wST res=0:00:30 --o\n",
"r.mapcalc \" lbasin_wstripe = lbasin \" --o --q\n",
"g.region region=smallext --o --q\n",
"\n",
"echo \"######## right stripe ########\"\n",
"wST=$(g.region -m | grep ^w= | awk -F \"=\" '{ print $2 }' )\n",
"eST=$(g.region -m | grep ^w= | awk -F \"=\" '{ printf (\"%.14f\\n\" , $2 + ( 1 * 0.00833333333333 )) }' )\n",
"\n",
"g.region n=$nS s=$sS e=$eST w=$wST res=0:00:30 --o\n",
"r.mapcalc \" lbasin_estripe = lbasin \" --o --q\n",
"\n",
"g.region region=smallext --o --q\n",
"echo \"######## top stripe ########\"\n",
"nST=$(g.region -m | grep ^n= | awk -F \"=\" '{ print $2 }' )\n",
"sST=$(g.region -m | grep ^n= | awk -F \"=\" '{ printf (\"%.14f\\n\" , $2 - ( 1 * 0.00833333333333 )) }' )\n",
"\n",
"g.region e=$eS w=$wS n=$nST s=$sST res=0:00:30 --o\n",
"r.mapcalc \" lbasin_nstripe = lbasin \" --o --q\n",
"g.region region=smallext --o --q\n",
"\n",
"echo \"######## bottom stripe ########\"\n",
"sST=$(g.region -m | grep ^s= | awk -F \"=\" '{ print $2 }' )\n",
"nST=$(g.region -m | grep ^s= | awk -F \"=\" '{ printf (\"%.14f\\n\" , $2 + ( 1 * 0.00833333333333 )) }' )\n",
"\n",
"g.region e=$eS w=$wS n=$nST s=$sST res=0:00:30 --o\n",
"r.mapcalc \" lbasin_sstripe = lbasin \" --o --q\n",
"g.region region=smallext --o --q\n",
"\n",
"# the 1 pixel strip is used to have the ID of the truncated basin.\n",
"\n",
"echo \"######## remove incompleate basins ########\"\n",
" cat <(r.report -n -h units=c map=lbasin_estripe | awk '{ gsub (\"\\\\|\",\" \" ) ; { print $1 } } ' | awk '$1 ~ /^[0-9]+$/ { print $1 } ') \\\n",
" <(r.report -n -h units=c map=lbasin_wstripe | awk '{ gsub (\"\\\\|\",\" \" ) ; { print $1 } } ' | awk '$1 ~ /^[0-9]+$/ { print $1 } ') \\\n",
" <(r.report -n -h units=c map=lbasin_sstripe | awk '{ gsub (\"\\\\|\",\" \" ) ; { print $1 } } ' | awk '$1 ~ /^[0-9]+$/ { print $1 } ') \\\n",
" <(r.report -n -h units=c map=lbasin_nstripe | awk '{ gsub (\"\\\\|\",\" \" ) ; { print $1 } } ' | awk '$1 ~ /^[0-9]+$/ { print $1 } ') \\\n",
" <(r.report -n -h units=c map=lbasin | awk '{ gsub (\"\\\\|\",\" \" ) ; { print $1 } } ' | awk '$1 ~ /^[0-9]+$/ { print $1 } ') \\\n",
" | sort | uniq -c | awk '{ if($1==1) {print $2\"=\"$2 } else { print $2\"=NULL\"} }' > /content/lbasin_${tile}_reclass.txt\n",
"\n",
"# use the r.reclass command to reclass ID basin to NULL\n",
"\n",
"r.reclass input=lbasin output=lbasin_rec rules=/content/lbasin_${tile}_reclass.txt --o --q\n",
"rm -f /content/lbasin_${tile}_reclass.txt\n",
"\n",
"r.mapcalc \" lbasin_clean = lbasin_rec\" --o --q\n",
"g.remove -f type=raster name=lbasin_rec,lbasin_estripe,lbasin_wstripe,lbasin_nstripe,lbasin_sstripe --q\n",
"\n",
"echo \"############ export basin only for visual inspection ############\"\n",
"\n",
"r.mask raster=lbasin_clean --o --q\n",
"r.out.gdal --o -c -m createopt=\"COMPRESS=DEFLATE,ZLEVEL=9\" type=UInt32 format=GTiff nodata=0 input=lbasin_clean output=/content/lbasinTmp2_$tile.tif\n",
"\n",
"echo \"############ output the flow accumulation ############\"\n",
"r.mask raster=msk --o --q\n",
"\n",
"r.mapcalc \" lbasin_flow_clean = if ( !isnull(lbasin_clean ) || !isnull(small_zone_flow) , 1 , null() ) \" --o --q\n",
"r.grow input=lbasin_flow_clean output=lbasin_flow_clean_grow radius=4 --o --q\n",
"r.mask raster=lbasin_flow_clean_grow --o --q\n",
"\n",
"r.out.gdal --o -f -c -m createopt=\"COMPRESS=DEFLATE,ZLEVEL=9\" nodata=-9999999 type=Float32 format=GTiff input=flow output=/content/flow_${tile}.tif\n",
"\n",
"gdal_edit.py -a_ullr $wS $nS $eS $sS /content/flow_${tile}.tif\n",
"gdal_edit.py -tr 0.00833333333333333333333333333333333 -0.00833333333333333333333333333333333 /content/flow_${tile}.tif\n",
"\n",
"done\n",
"\n",
"EOF\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "bHLLfeCMkgUU"
},
"source": [
"## Merge flow accumulation tiles\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"executionInfo": {
"elapsed": 9533,
"status": "ok",
"timestamp": 1749798686584,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "fRQtQdt4VHez",
"outputId": "c01ed8ce-b93f-4e1e-c1df-03f44b9ccd52"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0...10...20...30...40...50...60...70...80...90...100 - done.\n",
"Input file size is 5616, 8244\n",
"0...10...20...30...40...50...60...70...80...90...100 - done.\n"
]
}
],
"source": [
"%%bash\n",
"gdalbuildvrt -srcnodata -9999999 -vrtnodata -9999999 /content/flow_all.vrt /content/flow_?.tif\n",
"gdal_translate -co COMPRESS=DEFLATE -co ZLEVEL=9 /content/flow_all.vrt /content/flow_all.tif"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 807
},
"executionInfo": {
"elapsed": 22772,
"status": "ok",
"timestamp": 1749798709358,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "T4L5sX2us7sH",
"outputId": "134733e7-35ef-4208-8b2a-b34cb4756adf"
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"flow = rasterio.open(\"/content/flow_all.tif\")\n",
"# Create a figure and an axes\n",
"fig, ax = plt.subplots(figsize=(8, 8))\n",
"show(flow, ax=ax , cmap='gist_earth', vmin=-2000, vmax=20000 , interpolation='bicubic')\n",
"ax.set_xlabel(\"Longitude\")\n",
"ax.set_ylabel(\"Latitude\")\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "22bjS5Qi-V9o"
},
"source": [
"## Compute continental seamless basins and streams \n",
"Redelineate the basin and streams using the same procedure then before but using the continental flow accumulation."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"executionInfo": {
"elapsed": 231858,
"status": "ok",
"timestamp": 1749798941213,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "UjX-Q8b7eHX3",
"outputId": "3708be9c-4ceb-4268-ac96-1611a12cc252"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"projection=3\n",
"zone=0\n",
"n=12.7\n",
"s=-56\n",
"w=-81.4\n",
"e=-34.6\n",
"nsres=923.4698013\n",
"ewres=706.8356204\n",
"rows=8244\n",
"cols=5616\n",
"cells=46298304\n",
"projection=3\n",
"zone=0\n",
"n=-12\n",
"s=-56\n",
"w=-76.4\n",
"e=-43\n",
"nsres=924.52244935\n",
"ewres=710.89449752\n",
"rows=5280\n",
"cols=4008\n",
"cells=21162240\n",
"############# extract stream ##################\n",
"############# delineate basin and sub-basin ##################\n",
"###### create a small zone flow binary for later use ###########\n",
"##### create a smaller box ########\n",
"projection=3\n",
"zone=0\n",
"n=-14\n",
"s=-56\n",
"w=-75.8\n",
"e=-45\n",
"nsres=924.64630106\n",
"ewres=707.62000721\n",
"rows=5040\n",
"cols=3696\n",
"cells=18627840\n",
"######## left stripe ########\n",
"######## right stripe ########\n",
"######## top stripe ########\n",
"######## bottom stripe ########\n",
"######## remove incompleate basins ########\n",
"############ export basin sub-basin and stream ############\n",
"projection=3\n",
"zone=0\n",
"n=1\n",
"s=-38\n",
"w=-73.9\n",
"e=-34.6\n",
"nsres=922.66504302\n",
"ewres=826.93226998\n",
"rows=4680\n",
"cols=4716\n",
"cells=22070880\n",
"############# extract stream ##################\n",
"############# delineate basin and sub-basin ##################\n",
"###### create a small zone flow binary for later use ###########\n",
"##### create a smaller box ########\n",
"projection=3\n",
"zone=0\n",
"n=-1.8\n",
"s=-35.2\n",
"w=-71.1\n",
"e=-34.6\n",
"nsres=922.59157279\n",
"ewres=840.84791606\n",
"rows=4008\n",
"cols=4380\n",
"cells=17555040\n",
"######## left stripe ########\n",
"######## right stripe ########\n",
"######## top stripe ########\n",
"######## bottom stripe ########\n",
"######## remove incompleate basins ########\n",
"############ export basin sub-basin and stream ############\n",
"projection=3\n",
"zone=0\n",
"n=12.7\n",
"s=-24.5\n",
"w=-81.7\n",
"e=-41.7\n",
"nsres=921.8619211\n",
"ewres=872.86703289\n",
"rows=4464\n",
"cols=4800\n",
"cells=21427200\n",
"############# extract stream ##################\n",
"############# delineate basin and sub-basin ##################\n",
"###### create a small zone flow binary for later use ###########\n",
"##### create a smaller box ########\n",
"projection=3\n",
"zone=0\n",
"n=12.7\n",
"s=-21.7\n",
"w=-81.4\n",
"e=-44.5\n",
"nsres=921.77907927\n",
"ewres=882.26518613\n",
"rows=4128\n",
"cols=4428\n",
"cells=18278784\n",
"######## left stripe ########\n",
"######## right stripe ########\n",
"######## top stripe ########\n",
"######## bottom stripe ########\n",
"######## remove incompleate basins ########\n",
"############ export basin sub-basin and stream ############\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"Starting GRASS GIS...\n",
"Creating new GRASS GIS project ...\n",
"\n",
" __________ ___ __________ _______________\n",
" / ____/ __ \\/ | / ___/ ___/ / ____/ _/ ___/\n",
" / / __/ /_/ / /| | \\__ \\\\_ \\ / / __ / / \\__ \\\n",
" / /_/ / _, _/ ___ |___/ /__/ / / /_/ // / ___/ /\n",
" \\____/_/ |_/_/ |_/____/____/ \\____/___//____/\n",
"\n",
"Welcome to GRASS GIS 8.4.1\n",
"GRASS GIS homepage: https://grass.osgeo.org\n",
"This version running through: Bash Shell (/bin/bash)\n",
"Help is available with the command: g.manual -i\n",
"See the licence terms with: g.version -c\n",
"See citation options with: g.version -x\n",
"Start the GUI with: g.gui wxpython\n",
"When ready to quit enter: exit\n",
"\n",
"All subsequent raster operations will be limited to the MASK area. Removing\n",
"or renaming raster map named 'MASK' will restore raster operations to\n",
"normal.\n",
"WARNING: Color table of raster map not found\n",
" 0%\b\b\b\b\b 0%\b\b\b\b\b 0%\b\b\b\b\b 0%\b\b\b\b\b 0%\b\b\b\b\b 3%\b\b\b\b\b 3%\b\b\b\b\b 3%\b\b\b\b\b 3%\b\b\b\b\b 3%\b\b\b\b\b 6%\b\b\b\b\b 6%\b\b\b\b\b 6%\b\b\b\b\b 6%\b\b\b\b\b 6%\b\b\b\b\b 9%\b\b\b\b\b 9%\b\b\b\b\b 9%\b\b\b\b\b 9%\b\b\b\b\b 9%\b\b\b\b\b 12%\b\b\b\b\b 12%\b\b\b\b\b 12%\b\b\b\b\b 12%\b\b\b\b\b 12%\b\b\b\b\b 15%\b\b\b\b\b 15%\b\b\b\b\b 15%\b\b\b\b\b 15%\b\b\b\b\b 18%\b\b\b\b\b 15%\b\b\b\b\b 18%\b\b\b\b\b 18%\b\b\b\b\b 18%\b\b\b\b\b 21%\b\b\b\b\b 18%\b\b\b\b\b 21%\b\b\b\b\b 21%\b\b\b\b\b 21%\b\b\b\b\b 24%\b\b\b\b\b 21%\b\b\b\b\b 24%\b\b\b\b\b 24%\b\b\b\b\b 24%\b\b\b\b\b 27%\b\b\b\b\b 24%\b\b\b\b\b 27%\b\b\b\b\b 27%\b\b\b\b\b 27%\b\b\b\b\b 30%\b\b\b\b\b 27%\b\b\b\b\b 30%\b\b\b\b\b 30%\b\b\b\b\b 33%\b\b\b\b\b 33%\b\b\b\b\b 30%\b\b\b\b\b 33%\b\b\b\b\b 30%\b\b\b\b\b 36%\b\b\b\b\b 36%\b\b\b\b\b 39%\b\b\b\b\b 36%\b\b\b\b\b 33%\b\b\b\b\b 33%\b\b\b\b\b 42%\b\b\b\b\b 39%\b\b\b\b\b 36%\b\b\b\b\b 36%\b\b\b\b\b 39%\b\b\b\b\b 45%\b\b\b\b\b 42%\b\b\b\b\b 39%\b\b\b\b\b 39%\b\b\b\b\b 42%\b\b\b\b\b 48%\b\b\b\b\b 45%\b\b\b\b\b 42%\b\b\b\b\b 42%\b\b\b\b\b 45%\b\b\b\b\b 51%\b\b\b\b\b 48%\b\b\b\b\b 45%\b\b\b\b\b 48%\b\b\b\b\b 48%\b\b\b\b\b 45%\b\b\b\b\b 54%\b\b\b\b\b 51%\b\b\b\b\b 51%\b\b\b\b\b 51%\b\b\b\b\b 57%\b\b\b\b\b 48%\b\b\b\b\b 54%\b\b\b\b\b 60%\b\b\b\b\b 54%\b\b\b\b\b 54%\b\b\b\b\b 51%\b\b\b\b\b 57%\b\b\b\b\b 63%\b\b\b\b\b 57%\b\b\b\b\b 57%\b\b\b\b\b 60%\b\b\b\b\b 66%\b\b\b\b\b 54%\b\b\b\b\b 63%\b\b\b\b\b 60%\b\b\b\b\b 66%\b\b\b\b\b 60%\b\b\b\b\b 69%\b\b\b\b\b 69%\b\b\b\b\b 57%\b\b\b\b\b 63%\b\b\b\b\b 63%\b\b\b\b\b 66%\b\b\b\b\b 72%\b\b\b\b\b 66%\b\b\b\b\b 72%\b\b\b\b\b 60%\b\b\b\b\b 69%\b\b\b\b\b 75%\b\b\b\b\b 75%\b\b\b\b\b 63%\b\b\b\b\b 69%\b\b\b\b\b 72%\b\b\b\b\b 78%\b\b\b\b\b 78%\b\b\b\b\b 66%\b\b\b\b\b 69%\b\b\b\b\b 72%\b\b\b\b\b 81%\b\b\b\b\b 75%\b\b\b\b\b 72%\b\b\b\b\b 81%\b\b\b\b\b 78%\b\b\b\b\b 75%\b\b\b\b\b 84%\b\b\b\b\b 75%\b\b\b\b\b 84%\b\b\b\b\b 87%\b\b\b\b\b 90%\b\b\b\b\b 81%\b\b\b\b\b 78%\b\b\b\b\b 78%\b\b\b\b\b 87%\b\b\b\b\b 93%\b\b\b\b\b 84%\b\b\b\b\b 81%\b\b\b\b\b 81%\b\b\b\b\b 96%\b\b\b\b\b 90%\b\b\b\b\b 87%\b\b\b\b\b 84%\b\b\b\b\b 99%\b\b\b\b\b 84%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 93%\b\b\b\b\b 87%\b\b\b\b\b 87%\b\b\b\b\b 90%\b\b\b\b\b 90%\b\b\b\b\b 96%\b\b\b\b\b 93%\b\b\b\b\b 90%\b\b\b\b\b 93%\b\b\b\b\b 99%\b\b\b\b\b 96%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 93%\b\b\b\b\b 96%\b\b\b\b\b 96%\b\b\b\b\b 99%\b\b\b\b\b 99%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 100%\b\b\b\b\b\n",
" 100%\b\b\b\b\b\n",
"WARNING: MASK already exists and will be overwritten\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
"WARNING: MASK already exists and will be overwritten\n",
"All subsequent raster operations will be limited to the MASK area. Removing\n",
"or renaming raster map named 'MASK' will restore raster operations to\n",
"normal.\n",
"WARNING: Color table of raster map not found\n",
"WARNING: Color table of raster map not found\n",
" 0%\b\b\b\b\b 0%\b\b\b\b\b 0%\b\b\b\b\b 0%\b\b\b\b\b 3%\b\b\b\b\b 3%\b\b\b\b\b 3%\b\b\b\b\b 3%\b\b\b\b\b 0%\b\b\b\b\b 6%\b\b\b\b\b 6%\b\b\b\b\b 6%\b\b\b\b\b 6%\b\b\b\b\b 3%\b\b\b\b\b 9%\b\b\b\b\b 9%\b\b\b\b\b 6%\b\b\b\b\b 9%\b\b\b\b\b 9%\b\b\b\b\b 12%\b\b\b\b\b 9%\b\b\b\b\b 12%\b\b\b\b\b 12%\b\b\b\b\b 12%\b\b\b\b\b 15%\b\b\b\b\b 15%\b\b\b\b\b 12%\b\b\b\b\b 15%\b\b\b\b\b 18%\b\b\b\b\b 15%\b\b\b\b\b 18%\b\b\b\b\b 15%\b\b\b\b\b 18%\b\b\b\b\b 21%\b\b\b\b\b 18%\b\b\b\b\b 21%\b\b\b\b\b 24%\b\b\b\b\b 18%\b\b\b\b\b 21%\b\b\b\b\b 24%\b\b\b\b\b 21%\b\b\b\b\b 21%\b\b\b\b\b 27%\b\b\b\b\b 27%\b\b\b\b\b 24%\b\b\b\b\b 24%\b\b\b\b\b 30%\b\b\b\b\b 24%\b\b\b\b\b 30%\b\b\b\b\b 27%\b\b\b\b\b 27%\b\b\b\b\b 33%\b\b\b\b\b 27%\b\b\b\b\b 33%\b\b\b\b\b 30%\b\b\b\b\b 30%\b\b\b\b\b 36%\b\b\b\b\b 36%\b\b\b\b\b 30%\b\b\b\b\b 39%\b\b\b\b\b 33%\b\b\b\b\b 33%\b\b\b\b\b 42%\b\b\b\b\b 33%\b\b\b\b\b 39%\b\b\b\b\b 36%\b\b\b\b\b 36%\b\b\b\b\b 45%\b\b\b\b\b 36%\b\b\b\b\b 42%\b\b\b\b\b 39%\b\b\b\b\b 39%\b\b\b\b\b 48%\b\b\b\b\b 39%\b\b\b\b\b 42%\b\b\b\b\b 45%\b\b\b\b\b 42%\b\b\b\b\b 51%\b\b\b\b\b 42%\b\b\b\b\b 45%\b\b\b\b\b 48%\b\b\b\b\b 45%\b\b\b\b\b 45%\b\b\b\b\b 48%\b\b\b\b\b 54%\b\b\b\b\b 51%\b\b\b\b\b 48%\b\b\b\b\b 48%\b\b\b\b\b 51%\b\b\b\b\b 57%\b\b\b\b\b 54%\b\b\b\b\b 57%\b\b\b\b\b 51%\b\b\b\b\b 51%\b\b\b\b\b 54%\b\b\b\b\b 60%\b\b\b\b\b 60%\b\b\b\b\b 54%\b\b\b\b\b 63%\b\b\b\b\b 57%\b\b\b\b\b 54%\b\b\b\b\b 57%\b\b\b\b\b 63%\b\b\b\b\b 57%\b\b\b\b\b 60%\b\b\b\b\b 60%\b\b\b\b\b 66%\b\b\b\b\b 66%\b\b\b\b\b 63%\b\b\b\b\b 60%\b\b\b\b\b 63%\b\b\b\b\b 69%\b\b\b\b\b 69%\b\b\b\b\b 66%\b\b\b\b\b 63%\b\b\b\b\b 72%\b\b\b\b\b 72%\b\b\b\b\b 66%\b\b\b\b\b 69%\b\b\b\b\b 66%\b\b\b\b\b 72%\b\b\b\b\b 69%\b\b\b\b\b 75%\b\b\b\b\b 75%\b\b\b\b\b 75%\b\b\b\b\b 69%\b\b\b\b\b 78%\b\b\b\b\b 72%\b\b\b\b\b 72%\b\b\b\b\b 78%\b\b\b\b\b 78%\b\b\b\b\b 81%\b\b\b\b\b 75%\b\b\b\b\b 75%\b\b\b\b\b 81%\b\b\b\b\b 84%\b\b\b\b\b 81%\b\b\b\b\b 78%\b\b\b\b\b 78%\b\b\b\b\b 84%\b\b\b\b\b 84%\b\b\b\b\b 81%\b\b\b\b\b 87%\b\b\b\b\b 81%\b\b\b\b\b 90%\b\b\b\b\b 84%\b\b\b\b\b 87%\b\b\b\b\b 87%\b\b\b\b\b 93%\b\b\b\b\b 87%\b\b\b\b\b 84%\b\b\b\b\b 90%\b\b\b\b\b 90%\b\b\b\b\b 96%\b\b\b\b\b 90%\b\b\b\b\b 87%\b\b\b\b\b 93%\b\b\b\b\b 93%\b\b\b\b\b 99%\b\b\b\b\b 93%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 90%\b\b\b\b\b 96%\b\b\b\b\b 96%\b\b\b\b\b 96%\b\b\b\b\b 93%\b\b\b\b\b 99%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 100%\b\b\b\b\b\n",
" 96%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
"WARNING: MASK already exists and will be overwritten\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
"WARNING: MASK already exists and will be overwritten\n",
"All subsequent raster operations will be limited to the MASK area. Removing\n",
"or renaming raster map named 'MASK' will restore raster operations to\n",
"normal.\n",
"WARNING: Color table of raster map not found\n",
"WARNING: Color table of raster map not found\n",
" 0%\b\b\b\b\b 3%\b\b\b\b\b 6%\b\b\b\b\b 9%\b\b\b\b\b 12%\b\b\b\b\b 0%\b\b\b\b\b 0%\b\b\b\b\b 0%\b\b\b\b\b 0%\b\b\b\b\b 3%\b\b\b\b\b 3%\b\b\b\b\b 3%\b\b\b\b\b 3%\b\b\b\b\b 15%\b\b\b\b\b 6%\b\b\b\b\b 9%\b\b\b\b\b 6%\b\b\b\b\b 6%\b\b\b\b\b 18%\b\b\b\b\b 6%\b\b\b\b\b 12%\b\b\b\b\b 9%\b\b\b\b\b 15%\b\b\b\b\b 21%\b\b\b\b\b 9%\b\b\b\b\b 9%\b\b\b\b\b 18%\b\b\b\b\b 12%\b\b\b\b\b 21%\b\b\b\b\b 12%\b\b\b\b\b 24%\b\b\b\b\b 12%\b\b\b\b\b 24%\b\b\b\b\b 15%\b\b\b\b\b 27%\b\b\b\b\b 15%\b\b\b\b\b 15%\b\b\b\b\b 27%\b\b\b\b\b 30%\b\b\b\b\b 18%\b\b\b\b\b 30%\b\b\b\b\b 18%\b\b\b\b\b 18%\b\b\b\b\b 33%\b\b\b\b\b 36%\b\b\b\b\b 21%\b\b\b\b\b 33%\b\b\b\b\b 21%\b\b\b\b\b 21%\b\b\b\b\b 39%\b\b\b\b\b 24%\b\b\b\b\b 36%\b\b\b\b\b 24%\b\b\b\b\b 42%\b\b\b\b\b 27%\b\b\b\b\b 27%\b\b\b\b\b 24%\b\b\b\b\b 39%\b\b\b\b\b 30%\b\b\b\b\b 45%\b\b\b\b\b 30%\b\b\b\b\b 42%\b\b\b\b\b 27%\b\b\b\b\b 33%\b\b\b\b\b 33%\b\b\b\b\b 48%\b\b\b\b\b 30%\b\b\b\b\b 36%\b\b\b\b\b 36%\b\b\b\b\b 45%\b\b\b\b\b 33%\b\b\b\b\b 51%\b\b\b\b\b 39%\b\b\b\b\b 39%\b\b\b\b\b 54%\b\b\b\b\b 48%\b\b\b\b\b 57%\b\b\b\b\b 36%\b\b\b\b\b 42%\b\b\b\b\b 42%\b\b\b\b\b 60%\b\b\b\b\b 51%\b\b\b\b\b 45%\b\b\b\b\b 54%\b\b\b\b\b 39%\b\b\b\b\b 45%\b\b\b\b\b 63%\b\b\b\b\b 57%\b\b\b\b\b 48%\b\b\b\b\b 48%\b\b\b\b\b 42%\b\b\b\b\b 66%\b\b\b\b\b 60%\b\b\b\b\b 51%\b\b\b\b\b 51%\b\b\b\b\b 45%\b\b\b\b\b 69%\b\b\b\b\b 63%\b\b\b\b\b 54%\b\b\b\b\b 54%\b\b\b\b\b 48%\b\b\b\b\b 72%\b\b\b\b\b 57%\b\b\b\b\b 66%\b\b\b\b\b 57%\b\b\b\b\b 51%\b\b\b\b\b 75%\b\b\b\b\b 60%\b\b\b\b\b 60%\b\b\b\b\b 69%\b\b\b\b\b 54%\b\b\b\b\b 78%\b\b\b\b\b 63%\b\b\b\b\b 63%\b\b\b\b\b 72%\b\b\b\b\b 57%\b\b\b\b\b 81%\b\b\b\b\b 66%\b\b\b\b\b 66%\b\b\b\b\b 75%\b\b\b\b\b 60%\b\b\b\b\b 69%\b\b\b\b\b 84%\b\b\b\b\b 69%\b\b\b\b\b 78%\b\b\b\b\b 63%\b\b\b\b\b 72%\b\b\b\b\b 72%\b\b\b\b\b 87%\b\b\b\b\b 81%\b\b\b\b\b 66%\b\b\b\b\b 75%\b\b\b\b\b 75%\b\b\b\b\b 90%\b\b\b\b\b 84%\b\b\b\b\b 69%\b\b\b\b\b 78%\b\b\b\b\b 78%\b\b\b\b\b 93%\b\b\b\b\b 87%\b\b\b\b\b 72%\b\b\b\b\b 81%\b\b\b\b\b 81%\b\b\b\b\b 90%\b\b\b\b\b 96%\b\b\b\b\b 75%\b\b\b\b\b 84%\b\b\b\b\b 84%\b\b\b\b\b 93%\b\b\b\b\b 87%\b\b\b\b\b 78%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 96%\b\b\b\b\b 87%\b\b\b\b\b 90%\b\b\b\b\b 81%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 90%\b\b\b\b\b 93%\b\b\b\b\b 84%\b\b\b\b\b 93%\b\b\b\b\b 96%\b\b\b\b\b 87%\b\b\b\b\b 96%\b\b\b\b\b 90%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 99%\b\b\b\b\b 93%\b\b\b\b\b 100%\b\b\b\b\b\n",
" 96%\b\b\b\b\b 99%\b\b\b\b\b 100%\b\b\b\b\b\n",
"WARNING: MASK already exists and will be overwritten\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
"Checking GDAL data type and nodata value...\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"Using GDAL data type \n",
"Exporting raster data to GTiff format...\n",
"WARNING: Too many values, color table cut to 65535 entries\n",
" 2%\b\b\b\b\b 5%\b\b\b\b\b 8%\b\b\b\b\b 11%\b\b\b\b\b 14%\b\b\b\b\b 17%\b\b\b\b\b 20%\b\b\b\b\b 23%\b\b\b\b\b 26%\b\b\b\b\b 29%\b\b\b\b\b 32%\b\b\b\b\b 35%\b\b\b\b\b 38%\b\b\b\b\b 41%\b\b\b\b\b 44%\b\b\b\b\b 47%\b\b\b\b\b 50%\b\b\b\b\b 53%\b\b\b\b\b 56%\b\b\b\b\b 59%\b\b\b\b\b 62%\b\b\b\b\b 65%\b\b\b\b\b 68%\b\b\b\b\b 71%\b\b\b\b\b 74%\b\b\b\b\b 77%\b\b\b\b\b 80%\b\b\b\b\b 83%\b\b\b\b\b 86%\b\b\b\b\b 89%\b\b\b\b\b 92%\b\b\b\b\b 95%\b\b\b\b\b 98%\b\b\b\b\b 100%\b\b\b\b\b\n",
"r.out.gdal complete. File created.\n",
"Done.\n",
"\n",
"Goodbye from GRASS GIS\n",
"\n"
]
}
],
"source": [
"%%bash\n",
"rm -fr /content/hydrographySA_2\n",
"grass --text -c /content/flow_all.tif /content/hydrographySA_2 --exec <<'EOF'\n",
"\n",
"## import the layers\n",
"r.external input=/content/flow_all.tif output=flow --o --q # flow accumulation\n",
"r.external input=/content/SA_elevation.tif output=elv --o --q # dem\n",
"r.external input=/content/SA_dep.tif output=dep --o --q # depression\n",
"r.external input=/content/SA_msk.tif output=msk --o --q # land-ocean mask\n",
"\n",
"g.region -m\n",
"\n",
"for tile in 1 2 3 ; do # loop for each tile\n",
"r.mask raster=msk --o # usefull to mask the flow accumulation\n",
"\n",
"wL=$(ogrinfo -al -where \" id = '$tile' \" /content/tilesComp.gpkg | grep POLYGON | awk '{ gsub(/[(()),]/,\" \",$0 ); print $2 }')\n",
"nL=$(ogrinfo -al -where \" id = '$tile' \" /content/tilesComp.gpkg | grep POLYGON | awk '{ gsub(/[(()),]/,\" \",$0 ); print $3 }')\n",
"eL=$(ogrinfo -al -where \" id = '$tile' \" /content/tilesComp.gpkg | grep POLYGON | awk '{ gsub(/[(()),]/,\" \",$0 ); print $4 }')\n",
"sL=$(ogrinfo -al -where \" id = '$tile' \" /content/tilesComp.gpkg | grep POLYGON | awk '{ gsub(/[(()),]/,\" \",$0 ); print $7 }')\n",
"\n",
"g.region w=$wL n=$nL s=$sL e=$eL res=0:00:30 --o\n",
"g.region -m\n",
"\n",
"### maximum ram 66571M for 2^63 -1 (2 147 483 647 cell) / 1 000 000 * 31 M\n",
"#### -m Enable disk swap memory option: Operation is slow\n",
"#### -b Beautify flat areas\n",
"#### threshold=1 = ~1 km2 = 0.9 m2\n",
"\n",
"echo \"############# extract stream ##################\"\n",
"r.stream.extract elevation=elv accumulation=flow depression=dep threshold=8 direction=dir_rs stream_raster=stream memory=4000 --o --q\n",
"\n",
"echo \"############# delineate basin and sub-basin ##################\"\n",
"r.stream.basins -l stream_rast=stream direction=dir_rs basins=lbasin memory=2000 --o --q\n",
"r.colors -r stream --q; r.colors -r lbasin --q ; r.colors -r flow --q\n",
"\n",
"echo \"###### create a small zone flow binary for later use ###########\"\n",
"r.mapcalc \" small_zone_flow = if( !isnull(flow) && isnull(lbasin) , 1 , null()) \" --o --q\n",
"\n",
"echo \"##### create a smaller box ########\"\n",
"CropW=$( ogrinfo -al -where \" id = '$tile' \" /content/tilesComp.gpkg | grep \" CropW\" | awk '{print $4}' )\n",
"CropE=$( ogrinfo -al -where \" id = '$tile' \" /content/tilesComp.gpkg | grep \" CropE\" | awk '{print $4}' )\n",
"CropS=$( ogrinfo -al -where \" id = '$tile' \" /content/tilesComp.gpkg | grep \" CropS\" | awk '{print $4}' )\n",
"CropN=$( ogrinfo -al -where \" id = '$tile' \" /content/tilesComp.gpkg | grep \" CropN\" | awk '{print $4}' )\n",
"\n",
"nS=$(g.region -m | grep ^n= | awk -F \"=\" -v CropN=$CropN '{ printf (\"%.14f\\n\" , $2 - CropN ) }' )\n",
"sS=$(g.region -m | grep ^s= | awk -F \"=\" -v CropS=$CropS '{ printf (\"%.14f\\n\" , $2 + CropS ) }' )\n",
"eS=$(g.region -m | grep ^e= | awk -F \"=\" -v CropE=$CropE '{ printf (\"%.14f\\n\" , $2 - CropE ) }' )\n",
"wS=$(g.region -m | grep ^w= | awk -F \"=\" -v CropW=$CropW '{ printf (\"%.14f\\n\" , $2 + CropW ) }' )\n",
"\n",
"g.region w=$wS n=$nS s=$sS e=$eS res=0:00:30 save=smallext --o --q # smaller region\n",
"g.region region=smallext --o --q\n",
"g.region -m --q\n",
"\n",
"echo \"######## left stripe ########\"\n",
"eST=$(g.region -m | grep ^e= | awk -F \"=\" '{ print $2 }')\n",
"wST=$(g.region -m | grep ^e= | awk -F \"=\" '{ printf (\"%.14f\\n\" , $2 - ( 1 * 0.00833333333333 )) }' )\n",
"\n",
"g.region n=$nS s=$sS e=$eST w=$wST res=0:00:30 --o --q\n",
"r.mapcalc \" lbasin_wstripe = lbasin \" --o --q\n",
"g.region region=smallext --o --q\n",
"\n",
"echo \"######## right stripe ########\"\n",
"wST=$(g.region -m | grep ^w= | awk -F \"=\" '{ print $2 }' )\n",
"eST=$(g.region -m | grep ^w= | awk -F \"=\" '{ printf (\"%.14f\\n\" , $2 + ( 1 * 0.00833333333333 )) }' )\n",
"\n",
"g.region n=$nS s=$sS e=$eST w=$wST res=0:00:30 --o --q\n",
"r.mapcalc \" lbasin_estripe = lbasin \" --o --q\n",
"\n",
"g.region region=smallext --o --q\n",
"echo \"######## top stripe ########\"\n",
"nST=$(g.region -m | grep ^n= | awk -F \"=\" '{ print $2 }' )\n",
"sST=$(g.region -m | grep ^n= | awk -F \"=\" '{ printf (\"%.14f\\n\" , $2 - ( 1 * 0.00833333333333 )) }' )\n",
"\n",
"g.region e=$eS w=$wS n=$nST s=$sST res=0:00:30 --o --q\n",
"r.mapcalc \" lbasin_nstripe = lbasin \" --o --q\n",
"g.region region=smallext --o --q\n",
"\n",
"echo \"######## bottom stripe ########\"\n",
"sST=$(g.region -m | grep ^s= | awk -F \"=\" '{ print $2 }' )\n",
"nST=$(g.region -m | grep ^s= | awk -F \"=\" '{ printf (\"%.14f\\n\" , $2 + ( 1 * 0.00833333333333 )) }' )\n",
"\n",
"g.region e=$eS w=$wS n=$nST s=$sST res=0:00:30 --o --q\n",
"r.mapcalc \" lbasin_sstripe = lbasin \" --o --q\n",
"g.region region=smallext --o --q\n",
"\n",
"echo \"######## remove incompleate basins ########\"\n",
" cat <(r.report -n -h units=c map=lbasin_estripe | awk '{gsub (\"\\\\|\",\" \"); { print $1 }}' | awk '$1 ~ /^[0-9]+$/ {print $1} ' ) \\\n",
" <(r.report -n -h units=c map=lbasin_wstripe | awk '{gsub (\"\\\\|\",\" \"); { print $1 }}' | awk '$1 ~ /^[0-9]+$/ {print $1} ' ) \\\n",
" <(r.report -n -h units=c map=lbasin_sstripe | awk '{gsub (\"\\\\|\",\" \"); { print $1 }}' | awk '$1 ~ /^[0-9]+$/ {print $1} ' ) \\\n",
" <(r.report -n -h units=c map=lbasin_nstripe | awk '{gsub (\"\\\\|\",\" \"); { print $1 }}' | awk '$1 ~ /^[0-9]+$/ {print $1} ' ) \\\n",
" <(r.report -n -h units=c map=lbasin | awk '{gsub (\"\\\\|\",\" \"); { print $1 }}' | awk '$1 ~ /^[0-9]+$/ {print $1} ' ) \\\n",
" | sort | uniq -c | awk '{ if($1==1) {print $2\"=\"$2 } else { print $2\"=NULL\"} }' > /content/lbasin_${tile}_reclass.txt\n",
"\n",
"r.reclass input=lbasin output=lbasin_rec rules=/content/lbasin_${tile}_reclass.txt --o --q\n",
"rm -f /content/lbasin_${tile}_reclass.txt\n",
"\n",
"r.mapcalc \" lbasin_clean = lbasin_rec\" --o --q\n",
"g.remove -f type=raster name=lbasin_rec,lbasin_estripe,lbasin_wstripe,lbasin_nstripe,lbasin_sstripe --q\n",
"\n",
"echo \"############ export basin sub-basin and stream ############\"\n",
"\n",
"r.mask raster=lbasin_clean --o --q\n",
"r.out.gdal --o -c -m createopt=\"COMPRESS=DEFLATE,ZLEVEL=9\" type=UInt32 format=GTiff nodata=0 input=lbasin output=/content/lbasin_$tile.tif\n",
"r.out.gdal --o -c -m createopt=\"COMPRESS=DEFLATE,ZLEVEL=9\" type=UInt32 format=GTiff nodata=0 input=stream output=/content/stream_$tile.tif\n",
"\n",
"done\n",
"\n",
"EOF\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "ZBMf8yp0_NTc"
},
"source": [
"## Merge tiled basins and streams"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"executionInfo": {
"elapsed": 102498,
"status": "ok",
"timestamp": 1749799043713,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "EGA1eV2QgFCZ",
"outputId": "0fc327a2-6508-4c50-bf1e-fa567ec99fd3"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0...10...20...30...40...50...60...70...80...90...100 - done.\n",
"Input file size is 5616, 8244\n",
"0...10...20...30...40...50...60...70...80...90...100 - done.\n",
" \n",
"color table\n",
"0 0 0 0 0\n",
"3271 170 118 174 255\n",
"4747 138 55 237 255\n",
"5069 246 183 166 255\n",
"8023 191 71 18 255\n",
"12022 6 254 211 255\n",
"12641 45 3 68 255\n",
"20626 204 44 255 255\n",
"32935 152 220 232 255\n",
"33148 31 117 38 255\n",
" \n",
"0...10...20...30...40...50...60...70...80...90...100 - done.\n",
"0...10...20...30...40...50...60...70...80...90...100 - done.\n",
"Input file size is 5616, 8244\n",
"0...10...20...30...40...50...60...70...80...90...100 - done.\n",
" \n",
"color table\n",
"0 0 0 0 0\n",
"1 96 24 211 255\n",
"2 86 16 213 255\n",
"3 143 127 55 255\n",
"4 47 212 147 255\n",
"5 205 143 208 255\n",
"6 163 134 115 255\n",
"7 24 14 205 255\n",
"8 15 240 128 255\n",
"9 199 154 203 255\n",
" \n",
"0...10...20...30...40...50...60...70...80...90...100 - done.\n"
]
}
],
"source": [
"%%bash\n",
"\n",
"for var in lbasin stream ; do\n",
"\n",
"gdalbuildvrt -srcnodata 0 -vrtnodata 0 /content/${var}_all.vrt /content/${var}_?.tif\n",
"gdal_translate -co COMPRESS=DEFLATE -co ZLEVEL=9 /content/${var}_all.vrt /content/${var}_all.tif\n",
"\n",
"pkstat --hist -i /content/${var}_all.tif | grep -v \" 0\" > /content/${var}_all.hist\n",
"\n",
"wc=$(wc -l /content/${var}_all.hist | awk '{ print $1 -1 }' )\n",
"\n",
"# create color table\n",
"paste -d \" \" <( awk '{print $1}' /content/${var}_all.hist) <(echo 0; shuf -i 1-255 -n $wc -r) <(echo 0; shuf -i 1-255 -n $wc -r) <(echo 0 ; shuf -i 1-255 -n $wc -r) | awk '{ if (NR==1) {print $0 , 0 } else { print $0 , 255 }}' > /content/${var}_all_ct.hist\n",
"\n",
"echo \" \"\n",
"echo \"color table\"\n",
"head /content/${var}_all_ct.hist\n",
"echo \" \"\n",
"# apply color table to the stream and basins\n",
"gdaldem color-relief -co COMPRESS=DEFLATE -co ZLEVEL=9 -co TILED=YES -co COPY_SRC_OVERVIEWS=YES -alpha /content/${var}_all.tif /content/${var}_all_ct.hist /content/${var}_all_ct.tif\n",
"done"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 807
},
"executionInfo": {
"elapsed": 15263,
"status": "ok",
"timestamp": 1749799058975,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "AslP7FMJg0Bt",
"outputId": "72f9f3e1-660f-4b6d-f8fc-ebf8dfa613fb"
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"basins = rasterio.open(\"/content/lbasin_all.tif\")\n",
"# Create a figure and an axes\n",
"fig, ax = plt.subplots(figsize=(8, 8))\n",
"show(basins, ax=ax, cmap='prism', interpolation='nearest')\n",
"ax.set_xlabel(\"Longitude\")\n",
"ax.set_ylabel(\"Latitude\")\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
},
"executionInfo": {
"elapsed": 8608,
"status": "ok",
"timestamp": 1749799067582,
"user": {
"displayName": "Giuseppe Amatulli",
"userId": "06123941051094430224"
},
"user_tz": -120
},
"id": "yU9isVEchHpM",
"outputId": "d72a3996-1469-4d6d-c93a-9419566781ce"
},
"outputs": [
{
"data": {
"image/png": 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T4WaOuJ4TQMCFBCxtcMgj49viNhsHEfan/4EHu1VxD6lq1sCTHX5p82/anuUltmEUDn5SIFlXEfCUTL5+r1knPs8VUJ8aSgv/q3efVMOTZs59AFhCxSPt/96ufm/q9vNyAv6x/ftaUKuwv4UcxfbXJ6/UhFY1I+Fttd/aAP+RffR9l1zXElmOyxq01YbA8zMeMT/HfmgHPk0DuvuI9lwwFmiMfGtbXZ/OBgZXgVyPr/S9D7lAsKKioqJi18FuQ4rf9KY3AQA2bTLVrE2bNunXKkYHYntkAMt/q/tDpVEolY9uCa/wQsL6aS9g/bQX0BzyMppPX+Nd9GaB58TsAZ/pUWxlqOKXD/5+pPli+8fPGuAt3fNdEdgFTfv442QqxwqcOKq/+UBDYe9ut99ou0+6hifaNvEmcwFFHr/WrDGJ/Eb2WY7OGyic8BJbT0dyHyPgfxGL1VtA+Eh3rPXnWURe+4ouYhSi1Lc0n/B3njtJ/j7nY4H5BEtF0arx66kl6hIqYa6oqKjYrbHbkOK3vOUteNOb3oR77rlHP/fCCy/gBz/4AaZPn74D92wPB/eLKvKj0igK+sbQ+teDFl9gPHdVsx6Y2m4nFlOmo71YB7K+mbXaQ80SE6bR+e0fb6ZBpNy/PxgAcA0NyPF7urcY+/2eBhsb5oeGOdBQ+DfFtYXdN/KdNxKad2xyljmLftcg8gDQzJDbPsdwz37desY3Dsnl5H9Zd6y3n/4NnOLjmJLifr35HFekFQlXxxIr5e/TyTdmqShaNb6saYm6BG5zZwRZz4b4yHRFRUVFxS6BXYoUv/jii1i7di3Wrl0LoC2uW7t2LdavX4+maTB//nz8xV/8BW6//Xb8+Mc/xh//8R/jzW9+M0499dQdut97NDztm23VzVZCNzcXe1d5SfOC8Xg+HQI82m5nX4QL9LRftfMYc5wZiXTzQavFKwhfYaqz9jlTl5fMcobf07Tk+B+6txq2gn8gvImYH5rjubR9/Di9Dfj8YFlae4C33TYHPXCo81xjXSWebJb4V/DC4Pu+I6LAS004fuefG/zOOTAi9wDoLGiNN7mDrX9IGNvY544DHyEGTLtFFzn3TGefeQYNnlnkeV9FRUVFxa6BUUrDGAr+z//5PwTA+Xf22WcTURvLdumll9IBBxxAY8aMoRNOOIEee+yxrG2kxnYUY+sudciHgmb5GcnLHv+i//g8gSXe14jaODIfpoDoU5C/0zO2l38nofcuoVH4rj9kbuPH+KKzyPnY7jz3JawjwuRem15MoMWezzjjV4Pnn8AVvbYj4oCyYzv54XHtH22HeyJiMXLrrHVuxeD3yl+zljNi6LrX7hiN776ioqKiIgmp3K5euS2MOCnenaEIxNXh02pt4mn3TraYJtaMzBAR4YRHg+u4IXFbfYgxBxZd4zx3nGfV23BOS06jKz2TiNqcZ0x5nj0/e/D3Qv/+4/LPET3Zvo45Zmbxz7AovvlGeG7uSjqQbfL00PF70pdHfVJ020RkbCcXCwl0Nih6ToqwSbIHdjZzRUVFRcXOhVRu1xAVGDt3Y7zwwguYMGECtmzZUpMoUvFyY3YwY2j26qybzR8YXdB6Qa90gF835xoWhB82y/BOsrJqT2t0rrCa9v4MGp2f/I2mx0+Be1GnNTrpQeHNzSANo/nod0A3pGcDX4MGF3QWjdd1roHXunXd01kUTgChmfE06IHDout7XTN4P4A2HeMthJ83n9YdBbPxnibNv5CCtQ3wDnddx25qP+vqAwj3oGnTSawECgDyc+qlU1aD7rgEwEpnGW6FOBgE/KQB3ub/TM/AbVleUVFRUbHzIZXb7VKe4t0FqgIfzQQnGUDCf9wJ63eMxAYPIQYYd7UJ8U+ED/UW8zkxW9ZYaYt/QuNEfTmEGBg02viJSWa+0ZBIiLM8xoto4Jd+xF2XIsRvbgC64UQcsNpsEqPaK/9p88qgGLDDBWxfXyPgtZsGC5wAaskhoAnxxMhuv2bv3lsIzV9dYRDiObGP3lW1XdN9R83vf9VsEW0VyzUznjYei97er3fvsQlxt63V7x40A2kJ8ZEOsf13/3u689wv2XlEtx/b+snVMszbzgnxM2gJcSiDWi8HIatarbcW31VUVFTsMqhKsYWRUoqfbD6P36IFLVmwKv5xcwP8EeGEl5pBFT/apARVGHZpswWfoQnG2/602Yb/TmOGto8puBONtzmHDUWSjAYVH26A/5e9/7amV06wvOHZAP2d8dRX0GCutd/2Z1EkuFgxbiYbxXTDxokN8B3Prl3VrAfQFR12mNu0TTKa/Vi8mYWHm7/BkfRf3Beea4A3mhub0wB/D6OWrj/2afCRV9tUimGdz99Dg/d+u1XifZ0R97r1TDHRQ8GnAiepw4GZk4qKioqK0UdVincC8Mippfh/AABfuRxY1qwxF/yj9gbKCTEAvHLuYAU2IW5O+ZFBIL4XqfQfFkKE2E43oLOuA511nZ7ix+ctQgyYhPi2xog1M/4GnHbAAGuV/J5m0LjDIsQAHEIsQSnGvjbVUTBC/MNmWXjZz8e30Xz6i8bj70zyv2c+HYK5uEo/vqpZb3aNU9jS4JdotHrKCfGJfPW3u2+9hfyE+J8Sjpki7gZeJZzbrACAXoS4+eiA/E4H4dX/ewJ+/cG72gYgHVSiyVfQiISYq74+4queD3Yx5IT4MnZOS7MjFRUVFRU7DapSbKGXUsw8qyOC32uAh3bs19WcsrqdggaAZxvceVCYKAOmUsnV75HCLWgwp9unUxrgdnwAOHUl8LsA3g5gJvDM69HPD/qTBs3XrwEtPj9p8YDNFYBLxJo/ug90838w1eGvN/j8fx50AryqWW8owwCAfRrgVXND321uw3vpVL38xAY4bFOD1ZPkHfonNEab6BDe3kB7shUO+NHB2PTfn3UHQEOCT+U94EcHY9Mxz2TtfwqKvcN8FqSqxxUVFRU7DFUp3hHoCLHhCbVDXjvYjQtiXdWO3LDjCTGAASEGgNvihBhoCbE6Jq+gGXQP0+thj30ezKZxlOI/8izKDQy3E1oP6Qpqfb+nEvB6MvygShlW9onQd9F8eT4A4NdHnIPtiy8A5g+WnbbB/77Y0NMmXXRz243OsEv8Z8ICkFY/59Mhrno+197ho/BeOhXYp9EE+pcEgxDfY33eJELZ5QjbhBgA/uW//n9BQmz7iwFh9kTAdztF2Wd72HTMMwCAt77xtfCKfo99XmH2wUYRIb6sEuKKioqKXQ2VFJdgqv9GelgDbDuadQ+zisIU7MYFsa5qD08evL62IzGfHyXLhBcXyvssFXoNmmaQ30N8WyM3T1Ayq8UspZbOwEBJ1Xi2AZoPDOwdHfG2yc7bu/0OfRd03lUA2mYbDQi4ijQZfuRH8q43H/2O9eRs7/qNNzJ8hH3X9BLQ/Mk3B8dFkbzfa4AvW/tOP26XY+qxbWM4IYP0/X3znW67cpLIAT86GHT3EcF1GAkZXUHeR+h3o9t+L50mPn+B5QFXbawBmYDzweUhD48bPK9sDkI7Z6mgzrZQPINmYJFYZBHiap2oqKio2OlRSXEBPv9o9wcnLs+2fz9NbfcwDhWj5W1r68Hv/PPgDdwz/I6OxCjy95sPTNOvpXg7S/GPbN2HPDKYfrDJwS85R2HtlDVspViRZB9ZTnH4TGsMn+4jDfPjHtS+/3TquqRZxFup3QYt44q1R+0HgA1o8Mi87sF/HKz3zc1g13n82rGbGoD+zjh+EgmzP7Nqj6xUYrr6P2EzPtE+UCTvIdLnIZ5tBmTZWtd8OgTfbW7zfiZ+Ptn4AJ1oru+kwb4f1gzUWoVPokHzR/e1+/7WzcAW87M2Ez7n3VYMapBzTSAlhB44zPRKW1g/jaVgKOvT6xmh7aAGUHwgZfuLDwa5EW6vp/Z8D0S7VVRUVFTsJBjxxORdDNGAZ4Bob3bYnkk8hKnLJeD2rlnA4Y8H1jmkr1Z3AGNYjvvcBRcPtncxXtF/j1FPr2D7s6Jg34QOEud5miZ8Fhujq4t1x0vapbl3pS13QkKDDpK/z7NijSH2ll/fHnsfjqTn8Ym2sUUClkbXB7OZiPD6UWwVjxU0vEjqjLik/LzX5/VhaM/RdcjqQLmB2vfUZh4VFRUVOxdSm3dUpTgXRGYh00HUxlcx9bN56xbjLeMbAH/Sc7tMuZzVKVSPH97tx3cDSmPA6pGyzfXTXnCUQ624cjD1lacIaNvEqTQ4RpIifJngNUYbK9ZipvPatW+Sd/u/kanUn/BSuxKu1K/BdOd9vkSB5s+6JInnzNfphhOB/9U+d0anVt6BxrFL0N1vc6wudlIHwL5PhmVMmXyXtHtWUR2Wtgs1MUsE/Rj740pchTaRAc1RwcUvAGHfb7vfwWB9BNAt+DtvtjQN/McfHhTCvY4t3vz1pbgjMNOx/Y+Wu09a2dZYkKHIWp9Zn9fvQHuOvo2yvMBKKeZ+9YqKioqKXQc1fcKCUaH45ASxs5aNLc0nMIGuHIW9A7aiwV82W/AX5FZPSlm8I4KlDfBLmDaE5iiAfuzm3i5tBt5jTooVyV9ErZdTeRcWUUt0nop/jq81a3CW8qLG4h1SEUkQad6xybHHBF+/q8Gx72ibTsxDgy8Evp9lzZqBt7br6vZ5NG1xHetWt7m5GPvT/0j+zP+IBkdnnBe/88+NSNBDOKxprUOhLGUA+MvmX/DAtgNw575soakN8OjInbcTG9PS80s0mKiOBz8/LfDUCafbnQfO67XIrqKiomKHIzlZbFR0610IXGLfjPnuAjvBIXspMD27//1T9d+Yu9J47e4hT+vO6lb3PD5hvoAj2/8WLR08p+wVKdaJheYyn0J4uuNLMO0JPvvEFLXaY9n6D0P7LwCMZX8fvZFwdNyeMXjDSf7XVg62iynPd3/AOMeO2VTwnVlWnRuk732Vf73884r78GT+Ps0uccx84ZLB3wu+6ry+z7dOJCLXdqKtHpvb//diLz8nHIt32k91lgnJBsGfM17PsFmIKLEUVVRUVFQkIdU+Ua/EFqQDZ99IMfE1/wqO3QGHtCOcsxI2fXuPr3yJ571R36uEU2H+r7A4c13z/MsrP/M+d84kIoukW7CJNyc8c9gmzsf24DbbDZ0Zfp2I6EPhddxNEAcxV+Kn8XUzSIRY9Bs/A6Krod+jlnEIIxHdiB9l7UMf7JVwOoR80Sdvs17cHF7hBgLhwlsT9qwdZGURZxvrMgaKFRUVFRXFqKS4EKkHjgDC7Hv1387LC746MgQ5omr69icVkx8eR2vVafH9Iey/TXoToYjstxEuZuMq8XFqUwC9fYiHfpjrygVXbc8G0SqscBfiqq+lAM8j0PEvms+t9fzsbQItLfdjfJFoZvc8Jnj3O4ibIP69Ded06w0f8ANBolodHKwS6XMR059q/7cGSce/iMFsAhHRpPgXj7kr0waFlfhWVFRU7DCkcrvqKbbQq6Ndh9Ho2pYMwXf66+Zc7Et/Ky5+yCPjdUzVR9AYhV64qwFmWh+s1MurvLudf/jW5n65gC8B1zY/wcfpbeI+fbdZ4c23BYD5aHDVaPiwBTRv3Qx6bP+MN7S+7fbv7jOe12UTf7cBvbctsFPRedxHfMJLjdNGXAL//kV0HfN4l0KF3/nnBo8/AfMcaf7Am2mcguZ966K5x8nw+XuF55u3bgE9NmHwxJsaYGPk+DUfaBvFXGblbXOfOu9yJ+EnNb6toqKiYtioHe2GhYYRtbvSKsp3GkIMiIT1k7jauzgnRMtA+Divop9JOjVBJzmw9TeHvOzfD1VYpzJ/FUnoCurW4ChsaT7hf78P8xuTEFv79F46rU3/ELC5uThIiN/DkxHescl4zWnI4cEZ1LQNL4YBRYiBwWd8R/f4vYTmuwB1RXV2YV2MEKuEDvX9e7/LLu2Cfj3IH1bpJ48fTs6gqbnwT4PbtaEyhZu3bm63c890f6JFBCe81LSDLpU3zIjvM2gGCREWIf7T5hVNiE/+dbdMjBADLSEGBsWjqhnI2d3rMUIMyIT45aamWVRUVFSMBkZFt96FYEvsugCK2qnouwluYdlOhDvUVO5iuNPQ3WNfvq8EKafYB3uaXtq2u0+BQjQLU0C0OGHfH8SN7R+d/QMHv2wu4Mn2tYGjN7ZT9d4FrBc/zArnFnyVPotN+m961bOizoLAfevB4rq9MSK2nJTvWVwGRxKtgrYkvEHaNcvSETxPPLCtHNsJtAorRM9zDJhzr/i8PrfYdyXZd3D554jO7c6tscL5FYLPM59qr1hXL9kVFRUVuaie4kIke4q7m9MZ23fwIYz4OrVH0mpqECKXYloBuUVeoRSMJAgNOZLeNtZ9zk6gsJ+b2O3qLWqfMaP7f5p/O3PvCpNiY2FhwSPQ/vO+x212oYrrFMlMwrnwpknMS/iOfIR4DIgw66H0/VAIFLN5m4pMAr2fveQr6tQ4l72ecB6dvA20MPF8PXGkf9Ihn71dMyCR4EqMKyoqKrJQm3cMC/uY05baNtBNc36j2QFeidPYPtHm4OuPoQGhwcw/6/ZzQvvaooBtwM46/o/d6ubTIcbzY0FAsz8AiG2D97r1TO822n3frv98szU7/Ovm3PaPae60se1lBeBaKKznnus+0uzus+1757juldZbdIHwPdINJ+Jw374DaN73E7awcDyvBPAo4ZPW1PeJDYBmDkC3AF9vcE/3+rH/0uCEbv9UJnESvkzAe/POQ/7daMvEp68xlnmFALr9WOO532gC1orzus85IZDzLJ13WxpgE+E7M7v3f7LRLcy9+DK1rayfbYDDlH/8NnNb7PPcuS/hcs86bdvOXaU/6fP8Fgfi5wDLwX6y+by5oJ3PLdkpfuI+VVFRUVExBIwSSd9lkDKaiLbQHS14kijENsw2ALrM8zmS3k+dwug5hcbAnCbn09xSdJyyGrj7OT64D5sxv41JI0pXdQOYun6wEm3DsCGkcoiZ1jTI0t0LXXIDw/s9+ytaEDLgS5cgalslY9FSnbwgxdRh8lbv+2OZ0dL2RHRZ1hxS3Jw+VxLUUTWDkNq6WsLDuMb7WlH0YIec79T5/amW0ysg2ix8v+OKioqKihbVPlEI58BZU51Y9jE61DpquURhmDAITEc0buZf68KBB/r6xK/7FLWY8sieC78XMmVcZREg53jNzD8NH/N8lpTdSW1ioiPCbKy13p/YuMEmxc8RDJuA5Mvt41/32WBiGMPepkhp6kAphiewxPuaTRy9hLrDFPvj4UjHJpSELp9Zsmw42yDPAKggng7XzjPOfd8gyQv1m8zN9q6oqKjYw1BJcSGSPcXU3kRDDSFGG5j+9KCbF8ckOIVe0zpFNFVlUk0/XgezmYUXrJhN+VpTC6wkMjpGeGsfRTCE40Bedj3RenrS6oOMx7d4jufFeKX94yb5dd4wIqoq2oV2zzBPcaBTXV8sx33p5Njy+er3CR0E+SBJJPKeIjRFmrM6NUpNU1bBJLrnhtenBo2Stz0XF+MVojW+AWfAK71YUI5rFnJFRUWFiJpTXIhh5BTvNHiqAd4yxK+3mYB3YQseLFwlzwRuPv1F0OLzs9dxSgPcTq0ndvvp3zB3Lycy+bkGeCNhK5rWGx2Ak9ds59AC+Ds02q+cCr7e5k++Cbr6P4n5vw72aYC5aH21ALC0AU4FcJC5/a+gcfzhCs2nrwEtviBrf4vxbOPsWymGkgGem63dLT8S+eOfR4J/muccV1RUVFRko+YUjzA+2tXNrEWD5pQftQ+aHZ8l+u/+9/TBg2ESYgAglxAflvGReSbwrMsGhHhjsyh5HXdMbou8/n8nLdfPvaXbByLgh82y4Pt1Ad8b231xCPFZjVPct8xe5tNtUwmOd8R2/CRznfdYRJuu/k/t/zFCDLRZwV9m+3QhiaRzbff/CS81OodYY83vRzdzSgNc0piNPG5t7neLwyS8pWmbWQBeQmyv23k/gB82X9PFrn/Z/EsyKZ3Tfdx5VpHjpc0WmRD/bLDcW+1zulv+D15s2qzhpvu/g84yBoDGLEb1XRPU7+bylEJdTohvC/zgfrLjrz8VFRUVuzRGRbfeheCT2EV/484wXRnJ+cW18/Tfvniuywi0ITQFzVrqXpQzVc2mhUVbRwLEtsYZkKLaNHBw9P2+uDKdX2tFrh3+uPs5b8SPHM+pmvK3i7ds64RUfCbmFHe+WHrGf5wnPzyuLbTrYtZCcWtSMaRCyBdM1PpwQ+934LEJqILBB7Fs8OSH/P5fBdvS4uDq/r/bJ3BF9nuOcjzQMDzFPg+1YT3h4F7ineFaVFFRUbGTonqKCxE6cI4nVijqsYupRgWpY5uMRhk2LkbboCCLFA8LQlJBDnzEGLBes8gmjt7YErKLQHTdED/3TQhm+RK1aR22Zzqn6G47gW4geAdCmPVQcsoE/ztGiEPA5K20naD94TF/svhbErKdk/AsiM4FXYmn6Uo87V2M79N+97zbeG3a+hE899W5l+oJD2Udd9jhGeoVFRUVOwkqKS5ETqGdD0qBK63+HxYuwWb9Ny/kImrVYV1kl6IyAURbhOXmwVwmhK2gk7exZZ70L48TAgovQ5+YrBhsAZN3AhyXu1mbzEVIMUeyWuzBDQSteNtq5BgMEhZmWf+ngi+fSpodsh6b8Zhzr9l8YyFo//unugu+CqKV6R9gO6ElzD2gIgGJiAiTu/8RnqUQIHXnU9+NGsBIxX262Jf9/mpMW0VFRcUAtdCuECWFdoc8Mh7rf+tfgdfvXIfy0mYLPkMTzCdDRUaxgp7Ae3/YLMM76SPmk0ub1u8KAJ9sgEXofYwIDf47EC9OKsQjzRcxjTIKANkx+XnzaRxIi51FTmyA70R299h/abB6krzQVc16p3HKaODW5n6cTn9g/H1J8wL+gtJ+F7FlVdHkUNH8AUD3t3+mFC0yGIV0ucV4IbynAf7BXNecBrjl1QbYW97GCS81uGe/vO2PRCFgRUVFxe6AWmg3gmi+do7x+EPTdh5C/B9jtTbdjf5OXoB0Wff3CkJzymrvW3+IG72v/Sk+4j55ITsmlxMwdpqzyC1WIZQuuvu8+0GO/ZcGDaiYEO93zwz9d/MFubhvGp2viygB4Nqmax/2HuHAWsRJEWLewe513Z8PN3/T/nGA/AX5CDFgdhKUOgeG8BW2L4c8Yl4ImkNexm8Iu6MK4BQh5n//BY3XRXCXNC8A3/WfcIoQX9Ws18/9I9sfkRA3RxkPlzVrvOsX0RFiII8QAxahDBBiVay5Fe5ntzszXgOXEDcfvQu3EBxCzD/rPQ+l7bM+nt9tKiGuqKio6ItR0a13IQzDPrGjkZoHrHEqkjyKSZhnrmfSQ/FitiJ0uctLCYbNAQs8XehCAAgTXwu8PjlpX1JwI36UvKxCSYc7qaud77zgFgqigH2iO9DKE6y8xpLXWWp6MQZEby/4LLj8c97dUd895q40XtONarbAKDb1QVkxkgro7OYtAbzU7Ye22/BuiJjhfZ+yO6lCU+l4ivB0uayoqKjYk1HtE4XYrXKKLUxsgF/2+Labj34HdMOJ2e/7dXMu9qW/RTPnPtAt/yFzo/sDtNn78jVocIFSjpvJAG1o/3zHJtDaA3AHGswCofnod4B33Aead1n2/g/25RCA1uPvm+/gAyQch3/zT4c7OKkBVprLKgsFt1JkWSe+2wDvTdt+c8pqYO1UjNnw+jKFMcNeUGKTWIgGfzUEi8wbG+C53NUkfjZ+7sXyrv/g+Qb3/+bwLrUPN3+DI+m/DG19FRUVFbszqn2iYoDz2lzVH8LNl70TjWmlCMBLiJvJwfftS3/bvp8T4tRMZ9rc7j/HSY3OeVWk5NfNuZoQAwCtPQAAMKt7nW44sYwQNw0wvgGubwBqbQCcEP+8+fRg2b0Jf/jrhM/VuIQYGFgoVk8iNDOeBgCsxSGYmxo/KxBiNb0+3/qO6fZjgY/eoAlxc8jLiRvp8Ozgz1BWdXPK6nzf8L+5hNjJDmbY69YzzSeWDhbOJsSAnxBbFpoL2D7GGsCIhPip+Bf7ugbAFnc5iRCfwhbb69YzcWvTWUlOq/nFFRUVFSmopHhPwJcJOJXwW7TAeekPQfhDkEmMp3Z/275eH5GlDThgtUmMNX+Y0Ih2XIl4fN4ibooYvutvrWVXEp62nlLEW/k8fZ7hEJr97CcOAa4D8AIBH5NJj1FY928N7tyX0PzVFYGNMBVSIDu/+UDru6YHDgMA3AHgK9Qqxlc1602C/HvW+wV/79EdWVONUw55ZDz2uvVMNJ++pt2dU1ajOWU1aP3rB7t4yupB4w313CEvY2+++oMGI237u+Cg24/1vqb2wcHe1M4QMPzTWOBdavvNkcZr/8/py43H3Mv+0VQ+eHN8wQvu3S6/8Fzkvex3Y9QjJDTXeY0ATAgv13x5PgBTjd9++jcGnvAVhM8kDnwrKioq9miMipljF8Lu4ClW6Nv4IgU4YR3hqkvpQcheXimWahvOSV6/jqliWcXPJcZNAUS3R5Z9EDcSXZ/3M5g9zF+NEM2W4oF1oCLarrb+zwAmb/XmGgdxANK+U+uzurFs1uO95X1ROcPq/82Y710mCQdY27GOHU54VP/9WWwiovJmNBJuUes6IrBOzCZaCcKce4mobRJj/w50NFtFRUVFhYGaU1yI3YkUh+B0alsXPhW24Rw6LuFsGXv3dCIiwlWX0oGZZ9fpKc0GFprLnCecwseBaGrXaAFzu85z60CLE073n+NSIiKzw1+s0C6C94M1orD2/+6Mn6BR0MZyinWO8Q4e404c6c0Ln+/62PHDNPe5cxMHVUdvbP9npDiIjHxkIjKa/2DK80Z3uxyswgrd9INnN+fmTVdUVFTsrkjldtU+sYdATcurqf1//+//1Vzgbcpcak6zLu2mXfelvzWSpWwnBY87AwCadxl+ppbv/BMXNOFp4OXs9Wa/tjDQweXmOq7tbAF2FNYjkwdeYgDA2wiLQMBPGtxhTSXz/Tpwwe8AAA5mHtHm6B/qv8c3bcZsyBPdvHUzmrdu1o+PwraBB7Tb/192+xAKHFPT4gr70/8YPHhosH/z6RBsbi4OF4c9227vhJf6TaP/oz0Nz7wxyr/b/NF95jJLw9t8l/WyHR3XrtQtfluLBh+NFePRw8DPrA18mdBc+E13Exd+E82F39T7Qxe9qfWSC/gnyY4wk8TXX+f7+AvYvv/uw4bP/Nh/YZaLP/lm+/168F46VfvJn5/xSPvkdxvcTsCTjVtHwHEmVVtFRUVFhUJNn7CwO6dPaDRzALoFX0GDuSPUBGOk8HdoMNu3z80MgB7IWt8GNJgMwpsbDEh8z/1p3roZ9Nj+7In2eOskjbUN8I7C4y6Qw+82t7XESBF1+ye9TwO8Sm3B4pfD2/0KGqzFwIOcinc1wIP2W+w0DlVYxry0m5uLsf+kK4FNGdtTJPfN3cAHbX61CHW8uv+/26zAe+m07rUjW9IM4CNosMy3juca4I1kJEwYqScA/rL5F/w3mjTY7F9dAVr4X9H80X2gm9MTV/4JDaYM+Td5JjX4Bhv42Y8/gwaX7mLXgYqKiooc1PSJCj/oFsz3EOLmfetGbLMxpRhfj6tW45q79N9OAV8mIQaAySBM29AUEWIAmhBzddQgxEBLiAFg5pb2/4xD/K7GbH4hqcHvpVMHr9mv/16Dr7za/R0hxAAwFyQSYpVeMafpGlJYeJBa5daAHU/3FgJ+a/DwqmZ9q35vIuz77ZnRfQPQEuLHAbyZQKqo0h6U7MfUZ1KFhk8DwIAQA5oQA/ATYgDfeyNwwI8OxtjruyeeMwkxAIMQAwAt/K/t/xmEGI2HEN/FjqtKYumUf2xp9CwQ0KrKNr7RmIW037B+h5UQV1RUVLSopHgPxVVb5Ofp7iPMJ17oiEfiLGso9eGawFTt15o1+OV/Bu6xiJUd9/UBOlGnRHA7h+48l4rPNMD/aleurBaA3LguBVHyc0AXw5ZA/DkepNYeIZGdIFRnuIfIOxsg2hQkbGk0Ub6F4BBCALgBDd7Bnp+HRu52x0g7z1/+9Qfbwc7m5mI3go/jzaStAj51mF5yVev5dKiTWsHxp80rznPf687F6dcDm455Bge846D2hTdaK7fTJ5o/gI3mjVZyxb+Fj43Cvt+eadgy8GVqSfBB3XMTSFsm5qPBqqV7uRF+TYM/BDmJIgqfQVNtFBUVFRVATZ+wsacU2hENqt6X477s9+oCNlYspIrbYtiGc8zOXj2h92WEwDvmEdGg+12XFvCYUOzldK5bKH/enEK7bFg/79RkiSewhDB5q/O8KkLUmGquL9RJ8Z0pm17lWWhvEB0Lt6gusWBOITXV42bhOC0l0AOJx08lVKRin2+daDzm59PJ20bw/FgHuqzWWldUVOwBqIV2FV4cu6lVhWaDsNetZw7yTK2Qf1u15dAFbF2xUPOFRYbiKkGpufvS3wK/bxbViaoixw+s17nStubo8Hs7xOwbzTs2ic+TJfLRc93P5sr2vylPue/5Xfxg8OCAxikQVMf2BLTK30eEY53ctMMHS3nUtgiVb+wpgPstWqBzi7/H9utNxJqf3NwAj1ifaT/XugG0RZDTfUoktwZ0CrBTDPgqAQ+RW1TH7CC8cO6N1tuvan4K/GMDOu8qPfMBmOrwA+xzzgEB/2iu5HcBTE+0GdhWCqAt0PRBqeQKU0DAh9s33LnvkKwN0u/rbYRLWUb5mVQV44qKij0btdDOwh5RaFeI1GK0CxpyrBLSc0kQCsukFsDXNj/Bx+lt0dWdQY2RcuF7zrs771vnWkwYXtd0DRcUDmjEIrLPo8GCDC9nM+Np3dBDXuAoTMSP8curG6N5xTDQnPIj0O3HFL75SMO7CwCY1gA3ATjav59XNesx/9xDZR/0eQ3e9bfkFvaNAL7WrMFZ9Lvia7FzgWN80/aA4TisMRuf/OGvm+GR4ALUgruKiordFbXQrkLExia901sz46fGY0WIm49+p/tDJrmc/KpF3oHHBgvMb5/8CBrcwBS63/nnxljn3zffcQhx88btDiEGoAkx9xbb/ubmHZtE8hsjxD9svqb/nnTF+9tINgXLG/pajFN0XexChNiOYgMQJsQAQD/GLwnJhNhu6+yLavslmpYQx5R8CZ9s8Et6xHn68P+FICEGgE9c+JC/MPDLMiFWxXX8vLW7JMbwl80m/GUzmDGwCfHPm0/rYlS6+wjTKywZ0rsZDk6I1W/wpxPNKYggIf5kPwU3xT8uEeKqHldUVOxRGBUzxy6EPclTTEQ041fCKdCdFo6XVvDupjT0MDAP9BLzMZ7l6Wp2Pra3XcNwUuYGhgjVTCH7QwpYA6LNgy5k/HMvIbjHgUH7jvcGPY9PGA0aOLYTdOe/GwiGh9hu1uI0b1HwdJHjwOy2q5pvP8yFz/S/Nj6+rTXWcZnLHsaahZw4pKvb/QSi01ijDdXMY9zguVjnRCIiLJC7PtqwPcbmOr5KtDl8vnBsT1luHYzmPZeR6zU+I6WxTkVFRcVOitrRrhB7GilWhE/fPA8DLcd9ZlFS1wZZdfhS8LX21Z3A1P9w30tEhMs/R7j8c/J+bWWn5hL5NH0QN9L52E5EFOyepzrZqW57NkLvPUW91h2ncTm/GEwwHqa2p87GM+167WK2tdb2buge+wri3sCfLmgTHcNvPy4PgBTOljbZLXOR+ixShzoPniPQB3mhWoigezDpoYMHb1/w1az3fhuDQSSWfSy8MCs8DRVfGoPYNYXf0YrB+57AkrJ1VFRUVOxCqKS4EHsCKVZEFIuuIdringJeFZHa9s29EEidUC2bbYWaPsxUOuvtihTbz6e0dPbh7QVvvYVtby/p/V36hCLGS9RnvfBWZ1FjQMI/WGEb4J0R9oBq//unDkjxsZHPOeQJrjmQEydSwQdKS+z1zEtY76uK8M+OLro0tJ++NtPC8RzjWfQOgjkg7VCV4oqKil0ZlRQXYk8gxRynbwdh+lPtAx/ZCNkHvg/ahnOCaqsirin4EtY55E8i4qmOBq4OB4lyCnkhRoAwQ0eySXg/SCQ5DmliwNikXYiuR4Qv7owjRkYzcT/BGNAoGIQY5iAhBFsJF49XFxOnZyDULMMBoBNhWSow3rstRZLn2Lt1fdoxein0eZ7csZfdqg5XVFTsaaikuBC7Oyl+gECXYLP4WrP8jOj7Q5nAMQFP59wCRAdEFhYUbN++4OiNoj2DaECKY57P6PQ2JhNRS4r5tDiRqRIPBfaBZBnHegDjeysnihbJfR6fcJa3LRbO+qY873kh8TMLpJjDZ8HJ3s6Q8CDSfL9Dw6toCXhkUKZmH3wZyKuwIvh+MaNaGCjdETgfpEzjUgX5DoJ+L1+Hvb4ztiO4japgV1RUpKCS4kLs7qQ4BDV97SPHSp11lN/OEhElOAJ0I4wRgOQhdhqMlHiFOV4F3UKghQTDH+007+jAC6Rw4a1OwdSP8cXsXbgSP3Wf3BtEz0AmS4l+4bnCYsXHyQMfCV2Fbw4eJCrYX8I672uHgQhT5MGgBNtOIe1nFoH2+OIJss+dZkJ7i1MavISK8/jxm7UTXPF5IV9K85DLPJYOCSFSX1FRseeikuJC7BGkeLHvBl12OvjexlVlRVi0yroCNGn1QcH12oqsz898OlOLQp7nHD90aDo/tt/DhE8BlLzIBlKI7zPKyyoveyJaMtkHS7tit/MIjhXBHlx9MKV7m1Boh+lPDx50iRbavsB8thfjZboYLyftd47HWCLjeoCoyHAPy8SIFWhKWDecbW3o9jlIUlegXc6zzRwV2N5OJccVFRUclRQXYo8gxQJsxVKRLkktJGoTGwylLKVtM1PF7Bv9KYG38+1wpTfW3lmR4KB1Agd7Xwopj0PFTXl+Wpuwv2GYv+Kp/pUFfbI+AElkN1rcGGnpLH1Xf567v5FBYclMCBHR1dJ+PAmHKJ83ApfjpEg2IvOze0iqIrpKteXE01F82Tru4BFvi5nq6xucMxSRW2u9tZV1RUVFJcWF2N1JsZ0sgUVLiYjoYrwSfJ8iRDxuLaeATkEkCBI6spoqXo+9e7r+1wuCNLoN53g9x8pPjDltdu/7pf1VnmAVoWVFtaXAUYY3px7HI/Wf3FNse0y59eN6z3eEBTcSrQRhyuYwif1Qv8sKH6AZNooEHLMxvG3n600snMtGaL2KDDNS7BT0URpJ9kYaEomeYckaNaXvIViB8GMOHxHm7znVXWZD4nXjCSxxLSJDUr8rKip2XVRSXIg9jRQTtcV3NhSBesxpruFXVjlEcjqMJhiF8FknDL+mEHlmq6M/wyL9tzo2QT+nsK0b8SPaC+3/vsGI5CPlfmM7iUEhVogXwqGpX8+rMPJ7nX0QiFqpd9wmxZsx31mGzzoYcXbizpmJE875HUOfwj/bQhGwVKg84odxjX9XYhYaImd/bxA+r5cUnwohH5Fhsd/6YENUfBURDpFoolZZ5kQ5QWE2PMihz1BRUbFHoJLiQuzupFjq8sWnWMUqdSIjAcEGtzHk8t7QTZ+o9Z1KyRJ2wVyOQnx/xmmvFXLeuOEIeDNhlVKsCWwXy1ZSQEdE+rj7CveuxE/lQrshAlM2t13sVJJEJFHCB+XTHebYKNZV7znCYLBjDXpiHe9sT7sD1pEvqejOtkxYpFjsLklEy/AjIsAsFAw07ki2TDDcQHAI9KfguQZKRNhDbHt7ewXVuASY9ZAmx5j1kPlit+/VZlFRsfuikuJC7O6kWHX1kqZrz0a4cUfyJjqSfHqkUAZzVxKRoNYltP8t2Z8UcML2EkFU0W0c3nVq8ymtPkJLNLBdqL+D0+EMPqXYh+fxCe3L3U6gk30+35kwi9EEZfREEH0WG9vBRUIBWa5XVjc26Qroci0UDtb6ty8S45gazK0R9syJ59xNHYiFFHgfxFg99RmYfeZsazGHHJao4Ie5ZFqERG4lIu0jwWj8JP2ZHtcLtb1Rjv6rqKgYXVRSXIjdmRTzqWVpGjoEafkcdTaHmPoQ8wzzbfT2FluYtPogmq1+LVbTDkx53iC3KeDeY8kqwdfHyfYb4Inougmieng2qCVGqlBtyA06FJTnOoXUj7qLJpJ5/brR3J8l7kBiG84R7SVY0KnPjLA95mmIEoJSjm1STETeeBEvAe3gNAApJZU4qex9fSEQ6eW4T/+d6mGuqKjYNVBJcSF2Z1KcmvXZB74mGhq/QDsdbL8v1jzDgpM3nIHUWC7VUlcRlj5NO7RabBXIZXemk7AGSVm2ITiKOFPxPovBd2qothf122YszeGYjTDj1rrnVCLKxMjmlV3Dd4yVSmyfD8EYul+0L27DOcn+ei8yiaRK8XA6+f1isJ7cmZ6Uhj0aMe+vjYTPx4modzWTtyZtThP1vdvt6tmUjP1Qg4HYoKCiomLXQiXFhditSTGZhTaTHx4XLdYJEQQ7lq1PhBknnGo9ObnCWXg24bQPRcxZ6Qq4/HO641hf2NF4qcDYeJ4trp3XEoQ1cIoDj/K9tSMU3PstLZuiEOvvddbqoTcBUYh5jO3BgyLGMX/xaMD4/XRyeomdIhsqpeIZRDsc9g6utqDSb4gGpNYgyp0P2Cbv2U1I9ob4Hodw7yjluqKiYkRRSXEhdndS7EOWYkTtPdu4ic8Ln0rDnjIPEWZbgcQJ7X4mKcQCGdYEDjOM51NTJ3Y6FETCGW+fu5Lo1fIvNLcQTCn1NulX8Wu//bi7PjGabQf5Rvn5qAeRgX2Z8Ss33SM1vYNP+x+zafA3Lry1/RdLJ4nZa3he9N6Dv49/sf07Rfnl8BX2OvYM6rzTe0vfayKR7d57FiG98DUl6aKiomKnRyXFhdhTSbGCUk4WZ5waivB6leKeOaGKAGf5hK2p7VTLhAStjB7hFhWlFsYZYC1/MeX58LIF5HMVVhCunScqx0aHvBA5tknbPOiBT7P8DP26UshP3obgsRiVVCwrXYKr7to33BWaSsgWQQsyjksbgKjGN5id512PRtTlINAl0Ztao3fEfF2RaAm2dSGWo1yStqHB7UxCrnNFRcXugUqKC7Hbk+IhqGUlTTuUQhaLrjowYfekVIsDIe9XqOrfIGrXwdux7du4iz6LTU6BXTIwQx/3JBIdIKsLpaI822Nq4W6C46s1Hn+9/VvqAJcUNWZjSfw42YOUaPwZtRYO0V5ywOC5oc3uxwYjv0jYEJs9STmOsWVwwjpvFOBQsTeMorwxOZs8FlnFnMquoZThd6ItMo1agSLnvO89xvvY78xHvGeBff7aBKSiYpdFJcWF2O1JsQDppmervkoNjpFWn8KsCvByCstw1aX63zDSJHBB659GQ8a0qKRi8hgxTdhWIimCbLDi9GW9hXIzQXQTstIt9r9/atBbq9VpgXxLxEwPNmwPTM6xEGATXF7Q54Mu0gwlSnzdfU2aKZBSJ5JJtSLFKe3NiWR70ffDTVCGBVw7j3DtPLqboGcK3gCKnp9Sow+H8FqWIoWQN7lU2cXkrWJLc92p0f48VmtwY5ZEwPP4RN4AoKKiYpdBJcWF2BNJMS9ACXkCOSHmpPlLWOf1DMdsGCnFebjqUq0OKytFKOXC1+pXfTZ84ZLBk2zHJ60+yPi/Xdi1TBC5Hs+cJIo+UFFuuRFwxjTxZjjNWJz19U1W8ACLrhmQooCVQS+fe1hxptuZUOhUmAqpLbkzo5CiGvdAUs4zj+PbG1GlVSKXNmIkkoiMRIpYq/iQ/YIj5vcNNqsRTpg3oCXpUYtHB6Ua8yJAo0hvHYi2on9jkoqKilFDJcWF2BNJsYRU76OtLBokeB3o9lJVqEfyhI8UE7mkX7JMaGVYqWDsRuvYF9hroVg53qDks9gkLpNirVCEwUfCY8QEYwWfaYB58kHLg7gxOMWv/MVRnzRR69+UBhvKM8tsAo4tJtBd0cbNCecft24YXeMsiPYaTojtxh0BsqwziNVjNshKsZIQmWSZq+7P4xM6VSbLhiAVsRFTYkcZ2QkTVFD8uhBJAwQi2mGFmhUVFf1RSXEhKilOhNC5q9c9wy5gC5DikYhq60tofUi5STsd/SI4XEhbKEWMiMeIsIRhxdP58HbP+pNi1ZhqrKwYho2ipyVkJBGKsVOkeCi51zSItrsSP5Wbfljw5SMf/yKisY+0N1im8JHBRRXJ9xF16ffm7f4Y8o3jSNpOnoi6IbWerqioGD1UUlyIPZUUSze13Er3EFKL85SHWEJQdWZkRnmHvfi+W1SnCIdPpUuNxPLhZ1hU/mbbt5kbqaasE0LHOweTumUSiuV6Q/D+2sgu6sT4wZ8TXzOtBxkK8zgQ0VT/8qltm724HtGs5p8jPPjzqsCb5edzB3REzEIhWVAAwsHlqS56NZ6YuBKleLDSPD+xAh9U8Ei7ioqKXRup3G4vVFQAWD/tBec5uuU/tH80k/Gexnpxgv1EGNdQ2vI07zLva7NAAIAzhHU98lvXDNax9D8BAO6AvM2P/z4w9j2Dx83XzsEL7arxAToRAPB29ta3NwA91++nciAtHjx4rkHztXPS30z3W48345do8Heez+dgQvfh3tH+/3DzN4PXtjTtP4V/6f5fQP71Te2Wb+YATd55YOCPrG0I67qGGvywWZa+Ttoy+PO5vfCDhm3j8vbvtyTs8gsE4BFCM+c+8fUZCBwfAJjv38jH0QAfJRz1q/COvIm630LToHnrFuf1ib59mCA/PxnP4peec+YU6+lmv/b/99Kp7R8ryf1+iEAbfmPwnhlPA83+5uME0AOHidu+PXKIwys136w/x9rBZzisgf4dntg9verXg/esnkR6X8RNpP7+KioqdhlUUrynoflA+//vuRf032iA7za3Gc9d2/wEoA34B0JLThQZ3mLedC7oyMe0DQ2ad2wyXvthswwuq/ZDIsZ8ncs50flBu95pdL7znlmgATH+wWD7jzwP4B8G66CzrtN//2XTssL/yzbxf8l8v7tzTUsUpyZ8xg83+OQbATzzVu8ic9RqGMGwMRGE45pF7YO7Ittda75+5CR2rCaQSaKI5AFPM2Pw96Pd8nSLQz44/t3/ng6cFSC1zWTzcWBdNo5OPJ3+UVjlU5ig/z78n8Mr0gPDVKjz/Cr/Z7m2I7P3/yZho/oOgztBoMcmxJfrMJd/pE8OHnyEftdLpBUB/Uj3e9n//5tmvN68dXP0+6EHDgNos/k4F7/XgF5SG5W/mz9ttuWvV+Edg8/wNLW//d/55wa/2T13577mZ9T70uHWZjBAbWIDo4qKil0Po6Rc7zLYk+wTPh/gaMDr8+vgjXazrRUfHiy3hr3HTrVYKqwvNp18HiFs5OyB9+esNvQz9URiKTxHiLY+lqDsHoZ/2ee3FfZvG84Rj3kJQukLxRYflnzBfdUzfmV52wPrf4zg+FI/uC1S2GYV8hmFn5Jdw7J8pHiGUzzAqZBSToKJMbbNYiXoUPaUN6VFsHy8Ae3nXUIgwuyU3fXCLv6U8r5ToJIpQkkWG6orsaJip0P1FBdiTyHFRTdOVVxnFdmdj+39i9+Ewr1SrCHQg1hmxK3ZZKcvMPE1l1Rjsrvgk6DDH4dxU04tROPRcEZMnIAbVX5vhx/ji9HkAYVgWsSHRvASkRD75iPEujhxJVwfOA4e/AuAF9ilkmudZuEZIKhjnls86SW7UzEghgL2uXNm1naISBNX33lon0spwIKvOkVuh0rrl7zqbGDnNGdRr3WkWSLVwYg2hcQCSqN2gL+n8+OXNA25rN5mKyp2OCopLsSeQoqJaOgRQ6oQzibIczyb2f/+qU6Hrqnr3YWPQ0u8QykIWnEDRCVLRcxh7kr9nNSIxOmWl6gUzwaZBNK6CacU2h0lbEqRQpzwqPwmTCC6qVtmyvNpcWijhM2YL1b4S9m/PvDv0m7uoQrRFLl1GnQc1xazGV9hj3M+pgLr/GWr8xkWfNV43Dudg32GZfiRTJgn5W/k/aC0YswOdxNoom9xa/vXF9xqxO6FCqeZr3mb33gQi71Tg9BQgR4mb7We6LoAedIpKjmuqNhxqKS4EHsMKbabUrC/z8d2wty7CHPZjSNDyQ011vDBNyWbqkBvxvyWhPkgtGjlBNl5TfoMqd3LLHhbRDO2plTnBwhEFw2eN5SrlaCTbWImJVFggkuK2HKaQBQQp2FBpX+kNG/xAm6Xw4dxjdipLoSoqvth+XU7Gs5oCmMjoUX43IKv40R4SLZlY/AlPORAf1crIjvaWT4cxRnwDg6d7OwO0YYg3XpFWOf3pNUHtWS4MHYvK41iHegMoR19RUXFjkElxYXYI0ix1NeYSKt6jiKbqa4ZZHoqdB7sb3f+1Jif2Iaj3trbm/503gojMIgaa8Aw41fCVH0GUj22qY1TQoh1BTMwc6A0E1GYwHXngp3rLOUdhxphECB+Tt9sgLG97jvRyvGHIdofnBbKT0Kfg8a6M+P2jPOtI4h61uE6/7FzyCsjrs3yM4r2RYErpcZ3vxCEsaaH3d6Pi/GKX71OjeZLuUZIy3wImvjyPONbpBmSYQ/ihM/W1wcvxchVhbiiYsejkuJC7BGk2MaqyGkwUvWYvvXe5j4v5dUui3gfQ2Q6l3iW3Cyx7GOiJULB58x4wLetJ0G0El6LRF/rhCZWnin0k7fB8HR6i6Ywrdd+jAQU2VQqsk3YvYOdD4NW4ZtBLymO3qhJ8WzQYFDhI5RCXrLYtjshx9mb3R1Tc1NxBLy+8lP404fJyzyIZcZj2wbkzHwISB0oXNQdC77Ob+Muf+Fb5LpWnFMsrLcS44qKHYtKiguxR5LiDg/jGuPx+dgebJ7gS4go2dbQsFVWICUcN4Jnf46i7LvpexuJMPLrKMJ82vwmaL9xFAIRvpvQToF7mkEQEe13z7u9r4mDFo8NZxvO8dpT7GI747h4WilzawNfnivF3hbQz8b9qqXty3OQUigpzbpIzy0heC0KznaEmQLpN/UzLDLI/IxfQSSEthdco+dgO6d73373vDup2FbZO3zH3h54nkUgOhdEV4NmgQizHvKuuxLjioodh0qKC7Enk+IYgslglgd3xq9QRny3pp+SRZX3HB5CJcHugEdEctrEEKBIXIqKZmASWlKcMM0cLGIKIRCNpQin+t5zvb3t+lOn6y0/MY8zC3Suu5ng7RR3ET8mjBhfTyAsss5ln8wvHB8fedM+327QYQwwUgczHmS3e/Ydd5xEROmDAHVYvIT+WP96Yi3RpZkJKeEiltQSAp/ZKbKyCMfxjm6/KymuqNhxqKS4EHsKKVYX6E9hi0GibFVOKUSxgijDR8yx0I2TOhGmktc7zs0HNqW7gWAWQgmEFkdvJDQJOaOebGDDqu0hGSXRcMrv6fV9TgoQ4TUg2gzDr8mVT8MWYBG6lIr+x0iKRDtTXli9vOxjjidZHHQkQBfJKatCt22D0EgtinvAV1AXG2jkEFXj2Fvf7Ru6h7ne/JKotT7gJNfORDcK7jIK3w5/HGZ2toTUgZVlMXFmxSLruUVQ39XnXI77NBmuqKjY8aikuBB7CimOIUSCx97tVv1rdOrrt3GXMz0duomvt5b1kmyGYzZaK1xsPR6CF5pPG0vNPiatPiiJ0HEvpU/J4spw1B8camYgfO6SBh59INVy2ueUo8TNS/++fDF/dIBsA4nhMHRjqKvjy04TYgPvFpqkpB5zmywvIRh+Vl8Oby4pluBLd/gZFoVnQlQdwrnxnbBTNUIReWrAkWSBWgJ6jND6uBU+BGfAZW+X26bUOVmSmKMGW0Zs2zP1llpRsTOikuJC7GmkOBpHZXlA7WzfoK+4u+H9uWeZAzFQidV6OBl2FGRBgRx28oQCL6yT8oyJBqrvOFAwro0TYm9xWiqsXGd6tSUG0vdoT2HfTRD9wWIRGZ++t+0IC2H6TgXl3Gm6kdCow8H1iceqS02xc4Rzs2ttrMI3aRW+SVfiaTr+xX7rSmn6UNIYwoahBnsKJn3Whr3gf08ImLXaeHwlMn6TkoVJGsz6BriCyswHX3ahn15dY5JjPsC2c6VzcYN1fO8gVNW4omIHo5LiQuxppDgJiRnFthIYarYhYep6DN1KEfJCajWT3XBD2cVBBKr2ZvwKYmc2RWRx+efaKeFIy2YiMlUxYqkF3RQ7JzzvBw3yiQNkx1eARURDtx5IhZtOY4cErzcv3vINCji8HldBncbBVhOQzgerYtOIyBmchKwJwePre48iyDgyaXnbWyv5c6XYPMmKYKjHgfN6DXXJHBYp9uE4hBXgaevlxjtEbmqFmOxhDxgVMmoHnOPBZmRCSTIVFRU7NyopLsSeSIpfokBiw3ik2RA6pdQ3dSlh2AT4EmymU8C6240khGYgRIObvmS1IBJu7gyTVh/kbWuskNhgTyxAMiKmAokSBjChJcYLMVCMLaIsEStvB7+93WVtG4xjjbCIqy+VgxNj5zh5zuFYrJ8P9vENdqkL/H7eYHOw6U8ZLdhDHdU0PJ7c3FbTNjDxtWD6DJFVnNgTweYnHvBzgdtxFob2ixN99t3wQkeV6xz+XgMWJgGXEWqxXUXFDkIlxYXYU0hxs/yMeDpERhe7PhgaObY9xQIk8h/zEzrJA6H3jUCmc4woS8Cce0VibCimnXps2Awyb/RELQFJyi9myCqsY6RYkaDkZABuubFyf5WXV1RyMT7JLyu1sU6B5AfmZFjZV2w/cahduK0OH/446FDIA6QieBM32udTB6Ml5Jcow9Ywzp/lnbytxPff6GuzrdazaGn7h2cQXVFRMTqopLgQewopzkbnCZXsCMehIPNX8JhyVeolAo1DXlrDE7ii/YNVlfMGHj5/oYQ+Gcw50MpxggTskAJP5zmxEcQaRP2iQ0knYBaQ6PHG5ODU9jacEy64mofWRlHYtpcokMShn/Q3IvHOihQMLELIjlfzQBG9ZHL5C/OHLanGvIFH3xka5xri6Q4YUq+jcWyBQauqHQg26pHaqhf4sCsqKkYXlRQXYk8hxcO60SpIqunVpdv4PggLbqT77fcH8mcdHyjJN8+gZ7hTc0qVLGdbX7jEIHW2H9iG7/W+hT9ElHbjtgmDj9xZxMDxBKfgOBCO3hhs/tGufDjnqW7akdAlTmEVvjmUbfeCx9PN2zbj8s95/bR7YUjnTwDSby8XschHW2lNyk2+KP271oPgDP8xkevTfo7QNtSJ5ExXG0VFxeiikuJC7CmkOAmdmqsUHK6eTrViqXwJDXY7XaKEGyBR0LqRUrjUt+PYcXAr1PlrI4XkQiP9QsHOsMEFrp0X9hf3tYMsgVj0lVO0pC0fU/P2JdRVkGcK73//1KT4NJ21m9FgpgRqwGr7jRVyfPtZWOFuUM20GANMy6aEg192LEaOV/vZ8mMm5Yb7rjc+KAuSUpI/i03iTIY6L8XZFgpbg+yZFuUHX1tvsxUVOxyVFBdidyfFSTFVOLjIT4yjN3r9uf6p5nY7UitYx0sreTwBotPS9zVGln1KcogIG1aLjjDw7YSK64aFvh5KhZwYM0x5njDnXue7VepZsEPZdfBOU8csM7FUk5/jUqfITPTPfx1B5djXjIOnUCwkODYW6RhGOwgGZkGIKD4g6AoYv4R1TnEYln3MyRyOWR2SZktYc5w1BKJVoM2Yn6Uci9s5DIMBiEDUfYjZdfhMTLZPPyEZJhmH5V9bKyoq+qGS4kLs7qQ4CzhYT/97leBYkZxSGq0EgVylh8iKxOpwirAefVNOKLzj4E0ZFAnGFy4JEuKoahyYwo01KPAlWGi8CrHK3qdy+ZAUGWZ1VVOE98f4Yvp2Ctrm2tnDHJwcT3pIyEF+FXJ0VwDe6LYIcv3YZydsRiLSN+JHwVbJ6pzZhnOKugRi0TXx2QFO6la5y/JEijUEvb7U6LbS2Yng76nzJy8lBDPFiQZqsvQ7MgaAgD8GzoNPod5XKip2BCopLsTuRopjilDM95tKXjH3rqQudD6cp7JmWdGUE83lu1mmKMXdjVwX43WPpc5rMdjqVlGhoQWtcmX4IFNh+B4nwfAE+8ickVWbUTimFesn0U5FW0Vwqp4wSNhCndQS4e14J2ELzP89mCgpsArM+5uU9tDlD3Pia0TmEYm2Fun74uejUsiTOsIR0RTQoDFJJG2j+By3frclBXljpMEv+9zc3iHNVsWi5VLwWWxy7BOTVh/U2nQig68b2Pv05x9hG05FRcUAlRQXYncjxT5IPj0O4yZTeJZg9kBp8ZFrvR2hicLb7aci8Vea8HJ0N57Y51VQN35FdDkR4K/x/3NwIFq7BT8eD6h96xSsb+Mur0rssySkqsOlSqjR4MTaVjDLdVhgaSUx+4RkxcEFt45Y90MiV/n1+YGJiJ7HJ7yvGaR3SI1THuhxmefpLSUDyNjFA4uu8c7o2IOQrM12NihFnGN1DA8QimYybEhRe9IMV0VFxeiikuJC7FakWFAibiYYNgEbEtGLKcCYexfhqkt712Sp4pwTu/XkJGQMowJegn08UgvvjOd80WmBJIzz2LSzgkSIJfuEj6QOI69W2SUMJdmCjv7KsHHghEcHxXdWAsD22HkQmQ63sRnz2z8kG8LVGdYBGvifzyI4xPhsxG0SKQV+/DsWlf3Uji4+sIYqvkxuBx6Vc43a170RtHn4Ekui33UiJKXcJsbq97cN59ADhIGXPdMSwXELwSDG8+ottqJip0AlxYXYrUgxRyCSS3Gv4yBPM3K1iC8/9u7p+rlcjzDm3iVPaarp9oTorCndItLUqoOtSFKLQwOGECRFWSHF25mSKBDNYGVQXeZ8BNkmrKZdAo6HmIjKc467qWVn/60pZ+nz4YSWyNiFcl61mEW45Sp/2kZALTmc/PC49lgshnN+q+80V4W1SV9pNKKvGDGngMxQMKXBgCpyU3FoGUVvRG6nQiIiwnT3uWFCDRCEgUJS6o2Ak5mvHXPuFc+rcQj8PkegoU9FRUUeKikuxG5Lii0opSY2FU0kN7IATFKswL2cOTeh14GMmwef5tfKXgddmU5EhJPkFa6DmIEbtD7YXae2IpsIjAZieccamUVmiqDxYx8kbfxmP+SGFblILSrD9KdH1Ebh4FgE7RIG+EDkJhhZxEQ0ON6djSgnf1hZH9bkXvITi1VF65IFZWuJzuocC8IFt2bvl89HPazccb0+ixSHBkZ6JsAedBR5USoqKkpRSXEhdidSbEzdDqlls2Sl+BLWuSwztelCxJjr+Ao/DDdxIqLEhDbhVY+HUATjqOcFBWQ22fMWUB1hEiYfbIX4x/iio/AuIaQpmLaaLHX7Ihqodr8A0VYECSx/7efwJJsAZHdEfImgbReh9c8t+FpzZw9ybCop9gkJw4z5a5afQZdg8+CJ0ECwJE6Mx80xn/TF6Gd5ksiu+F1FfneKn3o72X1IEAU8Mzt7gYgwofWUz4SbziKkdVRUVIw8KikuxK5Gii8jZHdHUlPS6v8QbOtEFIx8F1Wrr01/kxTHNmzktIbOwjgMop9GIceYaOBJPvxxtDfvSNctInItE8DQCsAUZqMlGdoSgMm9ppxLOinasxEh5fPbuEs8BrbF41C4hY2hAjwFbmUJNYuIwZfJnVX4lTg49MatFZLAh3GNPp66G2EKtg6sLr7MdBuhaxyWfSzoMZZsLMqyxL/H5NmCioqKEUElxYXY1UgxETk3riewZCirVRnEyj4RunnYN4eSHGJFNEIJCTyPVpyGVWTK/t+CUogVccjd32nrkRx7VQLDemL5I4NEnSvFicSSK8Vi7rBvPUMgxz/Dorj3F+Pl/eH7JaSXDA25rX8zOs4ZCq2g8us4vQQVPEXRDrbktu1DEaR0jRSbpuQgcg5vwzlptokcct7FItrn5eE55DwHp9bbcEXFSKOS4kLstKSYE1/fzWsInZKke9DtFinmFgquBicVNmXYOK5EwPsZIr3sOV6E57uJn4/tUUUYX7jEKQz03Yy34RzdLCCG6DGT5HY7baGzTuicZ0HZUirxLQSdDnEoWkL8flDYE+yzRXTw2QUUieDd9iT/ZagdsxoEXbSDL1ULVY62wnHI9mwTEWH6U+nLsnzpWJc/H9RsCi8ijCHZSmF4ygd/S7Fk7TJnDv6WbD724EfajoKnEPdAUH4ahyefGQu+auZse75vdV2Rai809jZfw6yH8vaxoqKiFyopLsROS4o5uLLgURlybr4l4MpqqKCuSDHuECTFHaYkrN+4yZei8yW+RK4n1mcTsQnv0i4LNScVocS+8ZhN4Oz94s08diSEgUNQfWdNWv7c9/kwXcwpHgaOEjaZ3NHvaos0egYaNp/DxNfoZ1jkXyADnBhzxdjXTCPltxVScm1LSur7NDjxFZbPaUmeglCDD/u7Dw1SShNsKioqRg6VFBdilyDFNlQCQ9clK7ho57ML3ZOmrkdY9fCtW3hLSicpI7rJVm141qkvaUJ4zZcwwAl8KCdYI2Hq3BfFlBrXZZBqhxV1RUJAvIo+plw+aa97thyjNhNEk8xiOycJoSf2u+fdwXzh0GDgIoJZgDnVnTW4n2BYKpKJ8uKBLea8rngvxw4xdHTn3zacM7RoL4fsduu1fdQ+stxbtVedA7t4NjVT4Ex0+ZRjQSU2fu+WncwurtSD7VgmdQjsR+st0KuoqNhpUElxIXZJUnwuBmRyUkYElMJ4RKPZvKkT1BEQKw3AXoZjFb6Zt38JSFK1iHRMW5YCy4iJIg6a7HNGm+o9vW5A4lKKEVtCNLkovYKIXDLckWdlbxCJ8ULrPUJGcalSJ3nGg+dEChnslvEmVqQiUFjmUwdjXlNcGIkXE6B+N5NWH2SSrm7wFyoytWPXgj7iCJ7AFUZDD15QZ0QjkqlEG3YNa6B7lmd/jDQKbrUI4QCBIHdxbkayByfAmObsV6iwkh9/r6db/fatH3SoyY2NM3KLmisqKpJRSXEhdklSbIFHsYUKXXjRGlF6tXYp7vedbsNKM/AoP1K1vY9E2wq5fUxOQVwpS1Kgc2HdbB0Lhkcl/jbuMvybMWuFjaFMUb8KQhPwDjN1XCvAS1De3ezDMPKy7W1o7F2w/h3QiCHWdMab/JAARa65KvwErtCPL8HmwWyNIpPC7wyLrtEKrB3ntxnz48fNHrgRuQMzhYyEGq4gGwOvq2F8/1fiae+gs2TWjEM87/uo1BUVFdmopLgQuwMpJiL5JtMTklqcksCgo9+Etq9STquYkXsuTAWsgNAYN3ofIhFUMX+y4aHuFGFMfM2wUvBjlkKgfcc4p8NdEJjd3x6x2bOCSJGeRkBlNzzQmN5fDfbBsnMYXt4UKKLzzGA9Wd7+LvXgQSwzZ1gihFKpsmoQ0adVskp0UWS52Cqxpd9vVcRMtMqwz1YRgUOKiQZEXyGjWU9qwxgO8XxYl9Zts6KiohyVFBdilyDFaML+2gC+hHWOQhwrhrNf/xLWGTft0PuDdUFCTBKunSf+HYSnepxDkdmUzls+YuzzWBK1N8gZv2IZqb5uYxmxV5wM+/zJTvFXlzzh5Ntihv5TJVEQEdEa+NszdxAbTPC0Cq70pzb04EgoHgslVCjSmNwkrBus2BaEEpLjQ0kurd1YZZjgFoheKMgdxtj2/6zGKYItwgAj3bygTyzuY6ps8j5shVEIut8979aTNfw8U79L6dxxfrNWKowevCR2DayoqChHJcWF2CVIcSIwxVU1bUKsl/WcCVIr52D75sy8WJtwJd+0njUXNFRk9ppSukKENgYpD9n2bYqwyV5mDixHFmETOnCJUD5hRXCH1apZOpkC++Qo4UBbPDdMqwJmiMqv3TJbSpgYSZgqeP5At1l+RrAZB/cT297iMcJnVeuyz29OqqX3ZUGyP6jiuS1pK09JpsmCrRgfh7bQ0sIwBk7eyDqKW2UqKirKUElxIXZ6UtxN7xk3uMj0pEM6Elswj717uv6HozcmJUn0RbQIz755MeXKR1RTM1p9zUmewBVyoxAP+KDBG880BMLnnd7/EAyl2OshTuloF8MkpjTbKnEEXutNl0qgUyWI2uPlOWb73DnTIDAnb0vcj1dBCwmDFtk0IMm+TnLasmLZPXItC8mzIAqd9Uid47zILWmARrJaHBss8t9jrJg1dT84gu3EE2sNxAHxMD27iQW03tkhbmVjFjLfOWMQ4x4D6YqKigEqKS7EzkaK73CmwYWvLEKKX5f5LU8d5ZzN7cKNnoipxtYNruTmm4rS1tFBbzDLmkIzIMo4eqP2kUoDDn6TVYV1feLBogV20rlVSpwTSH8wyurDFiE21u3OXojNIDwwbArduvWxUT5w1nAkFTcQaF7CuWn4SlM91z3gKMnPwlF75e6Q09znBKTmgCsbhY3975/qJ8eeJh0psElnagqHOjbcJhG073SQ8seH5vuvqKjohUqKC7GzkWKNlG51z6Z9ncCAhHF7BCfDKVFhV+eePjugcl/B8RKvy5uetxU1r8K2DiMa3p/cuyGBJAabeCwE0ULIREYiyiyyzdfhzouUznASER4JBPaFH/uzbVK5aKnx+AbPbyM0dd6uaIb4dMgLzy1HRqwZtYT4IvJ8j3yzXYKF1xqxSrYhOYR4Jsw4NY/ai7H+aDYJmjR363OOo7r2KSKf433GNGPg7ZsVsq02owFHFKmoqChCJcWF2KlIsSr4Ul3r9h606NUKBOvyRcfCW5mNBeEc4tFEqr/XiZoKkX77tWehp4tTM4wVvGpxpudTZSJHEUm8iEJNz67s7AC54IMDRWJ8AwaJEPNlWYyWM2gawUGRU6RW6o8W3jfpoYP9o5FU8vWMu5xEVGcjft74pt1LUieyI/cKC3yLIXiMn+uat2zG/EGRrafY1jcL1RdGZvVKiK3V6YjWxqT+xeDzE1diXFHRH5UUF2KnIsUZsBWiPpCKSaQ4Ni86YoRF10QzVIdqhcC09kYZIs+eSm+tkG1FVixTdJc8XeiC3ekEmV4NgmbD73clMslhcgviBPDpbaM4MpXoStPgiswrFThFMY6B+TdvxI+cpiNS4xAfcpbF5K3B1zVhZV0nfb5itazRYIaT8sxBFP/u7NmBm/lnFHy4QTuRQJBzyCemPy0fA1/yBDuHjC6Yxkrzz6HrCfqfb91Y9rHwulfC8KbHZnR86SR3EEQSfFm9VVdU9EIlxYXYFUhxMP2hQ6xDHRH1b9YRi00KbvwkfQMVq+czupg5T1vTn5yYG6/hpPRq74h9ZZhV4znd9iSCnG1fCEATYKGIzolqU1nF1veS3GJ5WMCEdl94drIvR5ncwYNJ+k07Q27UGhYtNc/vq0GEI+lK/NT/Hl/Blgcn2h9NyAOXN9TZHDzeYV2YF/gtqlmY7C6VKoHCTqKIpU8kplNwBGeKlMJckKX8EkH+rnKIuXVdianFlRxXVJShkuJC7Aqk2MH4uLLLH4+9e7p+jKvSGyGkEG13R9DelKRqcEtpKi1yU77GItV5CNXdt4/gz4grTlIhz434kZEzHPQJW0hOaUiFj3iqojlPu2kO3Zgj10OcoDIrxTRHAW73JaDMWwoxJm91/MUKdhHeGwoO/5ewLsNYLiO1o2Ho9yT+VvcGrcI3Ha+woVRfkNDyOkEptuEt1GPfnSLHzfIzkhNpjPUwJVgVyBKFi1/thBg1C+dYXYTrUCXCFRXDQyXFhdipSHFAnfzgNgxaOAsRa1wFTiGzKo4spcCOI7XyXO9Xp9RGiWSidzGpGUfgPYa9Y6uns5QnDiz3s0sKcIrqbyAjZUEDEwwvsGOryIxSCyGrM54iywnKmqF+M99yaVGj2JCEwfH7BtTXMSDCrIfcddiWCsF/HExeUIhEgi3HffTnbB1J3mLJA9sXiWkV3rfbhJkV6aUMZFTx3US+6N6QG3r0AFeHHyCYswls4Kea5KjfRPC34bHEVD9xRcVwUElxIXY0KT6DZ+VmdjpS3EJSf32eYMy9S3zNKCQRoKwPqUVzyq+nFJrF7NRzfIhD9PRyZDUdyC1+E/aZ5x7zeKdYB0ERmEF7Fb1PNeYw3xzrYtcHfRTowx9PfK8i8raq+CSMAdWyxM8p2hmEuDSfCuyDz2scI+VJ62bnFKY/7byuFFtcO88swC0ZWFF6pJkPen868pukGntgDCQ6S4WtbDsJFT3bTae2/VZk+GK80j7R/QYx596gjceHqhRXVPRHJcWF2KGkeAhkcOzd04OWCEXUYlnEYmOFVK/iCCFqr+DqsqCya1J8mn9FYgEcPApyJtT2z8d2ouuQ5R0mGnRbsxMmTt6GdDI5E97EgeyGEgK4Ch0bWNlw1EDMHhALAbgwn1TZKrm2MITU6r2hB25YtFQTXT7I6tPljavSx2zyfDepLawFXETQnR2JOnKbQhD3tt7jg3DsfIRXf1bLG6zOveBgYS0I184zz5OF5noM/3ak5uH4F6EH6bGCYB+MHGJMbv8lINu+UVFR0QuVFBdiRyvFQQxhyjPH/+qt8E4AV4JTfbuSHaF3S1kib1xTMvpGpinwQc91nnWq5y9K3+ZC8pNiJylCEZhuajqVWEpk5W4C0U2gi/EKXYxXzGnrEAQStZTgNEhQamCK9zaluJCri88RWnVYiEqzobzAyiIhWSVscIU41opZwZ5eT4nx0hAG1MpedZGwnpwOjQpDS4qR2jwP4X3N8jNaaxSbYYtew7ilpRtUK+KuB63Kwx2wsaREIcayomOoVoqKinJUUlyIUSPFiAfqE5GphIyAD1B5j9WU/v09TgnJ31tUhGaR6FzvLhEZxMupzldYAVF9Ts0XHmbihA+lDQO4IqrUx5LCrmHj57jUW0SXYrvg5NxuoGFgYXxdhmXCR44Tc4ixaCnNii0aUGdDnz1ot8m0WHHEvLaY/rR3mQ0EcdslWckOpO9OGEj5vNjO9UI47kYiRcoMmDCIVTM3vu/Op/oTWbYza9Dts0tUG0VFRTkqKS7EaJLi0XifzyYxdT3C2cPW9KakNmnwm2OhqhqzRvCbSGlKBRGZilriVKdT9CdNF4dyh334vvBBPGpUSdthA6zQTpNj7m+08nzFzmt2Qd5N6F2kF1R4hW5osY5wfdU4H9ZmXCoV4UoiXhHyHrLF6Mg0D5SD6Eo8Hf79iis/M74M+QtdcxM+jMSKHCV5LQbnCbNLYNE1/gGDEOu2nRC0VXGk2J6OSv0Iti9mWLNSFRUVBiopLsSIkuKEApe1VNiVrINSZhUZ5m2cfdD+YU9LViJyLAipBXZcdbWnXxcTCHNXElFLIHxTurbyw0mxZK+QbtRP4Iq2Oj5g5VD7YoN/Vt/n5qR4JNs804fkdRvkMkRU15TvW1ayBIc9iAA08TlmE4KKmo1VWFG4Ex4k2Cc4fNaJT2FwvcjtoJgEO86OBrMIKXnjmLW6f/ygFau4geAMGNcQgmkaSum37TiOz/3raEluZhY6pvhnlTD7XpHsGzM+61xynJrIowrsJBj51pHMcxGVLFdU9EIlxYUYcaXYo/SmZoeKBXCJUOpw6CIfU+JCUDcXVcxXpJ561qlhHT+faixN4z6BK5x9NNctK8cp9o3kls4WlOp0Xsr3nzBLUJoqoUhKH6WVT/PzRBFv8ZSvFbNvcGZPg3P1NbUINKHA7IbCyyImb9VeYiOl4hkYg8rn8Ylg8w555TPEpz+LTWlvTywkmwh/EVjKDE1qRKJBnDu1/DlCMIt4KBDW39sG1X03OYO7UW+XXVGxh6OS4kKMdqGdasjg5NV2N++Q8mFDInpT18NIo9Cq0rzIV59YnJarijnLS1OWkpISULlipHVuYB/V7KUm8mw2U6nui+2fCZuWdV6j7uaeOBXr4AjzfcmpEgJUEV3KVLYirlfip62tginKMS8ypjxPBGR30stpNBLEKhTbkRR5l4hgjmWiFIZtoFP4jeMo1BEsZe9RNWCl/TySf7+WFUF8X3fOlxTxDQ2dEvw6a/+cQXKCAp0k6HbfT0zUcLavLjSWfWI06hQqKvZEVFJciNEgxT6S4SvYuJp3hBLi1mwyPPbu6SJZU/A1jPigtP0UcrzCQx6pix+z4EuUUMvq92QUEWHWan/6ASNMGwjl8VaKmC9uSW+oiFBUoiX8AkS/wCDaCTOIMCM5eYCfM06OcUdsecKEnTYRLFZjsOPakjyjKc0cfGqxwt4gwpHx9Viw1V51zvFzz8nHVrvkySJOIZDcRkFkRoQZ+8TOyVRLyNJd5XIdGhBimuHptbvfEXWJERZp5c1JQq2er8TT+u+LIZBz65oi2aH492wT42F9B75zr6KiYmRQSXEhRlMpltr2SvBZJnykzOcjVraJVFHt+BfhjWEKTsdaqq5EjEcKUrOGVfim8Tiri1zkYNnkN0ScYt5PVZyTXKQTQ0ERXGwKmL8+jAYUUXKt7A4Jg7O11OYJ26qv1EBjRHy/CRhGPu1nsSnZbuWcc7Hi0tD5PoSW6M7muqYjvuxshYdxDV2Ml42ZM2X1wdg2F/lKPO0M3va5c+ZQ99eGHSNoI5rGUb3CFRWjgkqKCzFapLhP1y+OYIKEtAy76akc09DUK1c0bCJRGnhPxFTl09ArVkohpfBPFdKlKMU2cVaPuR87x0fsFN9Z5OMoEOGER5332eqvpKzZGKkEBnFbF95q+EPtWYCU7OKgWm0Xwp2L9rmu6GstDRowSFnAqTnXvs5zHOr8z+1qVwKeNmJ3UnMIcTdT4wyeQ8UDkdbRqcDclfHfbzezMgVp54NSZ1MJbZ86CKL0QXLW7yo0uwEQncp2OkaMV6BmFFdU9EQlxYUYCVJsVB7b4AU0qviiwB9pR69xK8ODuHHwwpOg3+7hU1WIEuLTELUQhCweQ0OiN9qJWQKMm+WDWNarq1gSAIcAFQ+eFoZTAIzNXnhr+BztkLo+okQCAXi76O1//1SjeE4pbtznO09qStGlQ0hkWOUI2xaHXISad0jr5p3TUmEokIKv+IGU7+I4EGFy3sxID3h/77adImCrkZptOOSYtazGBbd6B4oOAQecBA0HarAwEgpuLPN6BJT4ioqKFpUUF2I07RN86ji1oI6TX187Z3Vzsm+GD+JGHe10FiFYgFaETuJJadgRUln5a6LYVVrEloH97nm3HpykkuHcts0xpE6Ra6jUhpv6Hx87xeJugrZjKGV3FVZkR6RJlgtbKbY995z8GsVvjGRg8lZajvvoCSzRz0nKcV9CrLaVq0BHu+B9CMXFcgpOkVZHinPgiyUkIvd3Z5E4I21G6LAXy1UeOri4wPKgg5+RKPuYEclxhbZ1Qmzuoo6hTcIrQa6oGCr2aFJ89dVX06GHHkpjxoyhd73rXfSDH/wg+b0jTYpfEg65TV4lX2wObMVGe5ends9bDQNsz60iGyrwH7NWExZdo1MecoLuJZyP7Y7P2FaNi+LcEhV2yaZARNES/ujNNBEqfk3yDl+MV4gwof3HUKQYz2QktvvOY97NFCgV+Hl8IqlLnr3NK/FTU3UubWRDrb1nLSE7Ro0TFB/B/RS2aJKt7Dk+m06KR1mTe2H24sf4Yl5bZ4ZoUS23Sti2CdVAhrcVTyWFAvGVMJQud0R0s7oe2aklkRi3LO87S39xBuTs2PnqJJK2NSQVuna4q6hIxx5Lim+++Wbad9996frrr6dHHnmEzjvvPNp///1p06a0PM+RIMWpqtJjBMIJLUHGgtbyIE19xgq2pq6HXkZZJ5TqmNLGWWrtaqtuqc07NCzf4ahYJxLA7QpRpTdC3voq77nxa0aXO8AZ7NgKLMaaz/GiOSOVokuEUE1kkmwTCfm/PkuF5Ck27BwJ6ybqF6FmK8iOolyYKxvzKju50pjtNoHoZnekATWHHsRK1webDA/DU1wgbfPriCqyU7ibkNfNjiiea+yzT9nEX2iOktq0o6KiYufHHkuK3/Wud9GFF16oH7/22mv05je/mS6//HJx+VdeeYW2bNmi/23YsGFUc4oJcNU7qf0vg0qXSI796vDnwtetPHxX4mmX9KUoeEotspTj1IGAgk95MawYK0C0tY1Ck/I8bye0arZEYK4zl481PbCjl0TlukDhVF5QLPtY+//E14iWDNYTq2ZPhSayM+E05lA+XrHAbTPCnQ3JJMmY/pTxWkrEm2i5SG2+QXnNNbidIgWfwpaoxUKcBhcgqceSd9shxpHjj2UfC2Y8+/zL2TMd1/n3Y8avQHRcF0to/Q7solLdYtpaziDFwmdWn/HPCfTnhLYjnYUT2SwI96c7kWeegZX3OsC7jyaSfycS0UapQjyEQuSKij0deyQp3rZtG73uda+jFStWGM//8R//MZ1yyiniez796U8TAOffiJLiAs+a8fZOCVKe4hFRXWNFIcYOJdoWehaq2YOAkHdZk+YEhe8W4cauUNqy+UEsEwluKumdLWz28MfR2isonEJxNgLkdHOmGn3tvDSvMpCs6BL1TwzIRS459sFnk3CSWVhChc9PrNR51axDDTZ+hkVOwaWN94OMwVQSEgce0jmvz8eLzNeG0bVyCUHMHsblnyvqiGwP0EtTcjgXDn0fh4LcDoWL4aaUWKSYJ0r0tUJcRqh2ioqKAPZIUvzss88SAHrggQeM5//sz/6M3vWud4nvGRWlOHAz2oz5AzLxat7XkUuGlZeVF/XdTW0CgO0rloqUFMSOVZ67V8zqYSM107iUrCr4VDNfJnS0gt9W9zuVDQu+am3YXC42Je6DNO3uYA3Ki+4iaqWC46Hk57odS8WnslMGXefCsUQoFTe3+YEiKPZ5zVXf3CI8e3kfYfYq25NcVf5ivKJtK73QHWvvzIkFfn73KYhTvx9lr7ItEkQDexamP53kwbW70ymoSMkT1fg3kfxKA1NDMf6Qu0H+nXhrEkLoZtSGHa2miHAlxBUVYVRSzBAixTZGwlMcbEPMiMLbQURwG2/YWcQp2cREA0+c5I0Tuz0x+Eix6CW2lJnbCbSYWRyUontg4GyzSS4vxoupUT7vn69lqqQwp5DTEY9kUxiHdno6Asd72iG3mE5SnVVx1DCaTRgEOBaJxXOJu79LC7WUQpsboeasJyGXmBNiaXuO33kh2n9MuTc84h183zEf7PwYXwzum0pzUb8HPvDMjWt7SSCH58W+H993HohmU1aJnDb3EikWo+vsWSHbXz0JRJPgTX+Rmi4dmniKntHNdp0hWd9CiRM1jaKiohf2SFJcYp+wMaKFdp2aahBA+8Zg++5CBPi2wbK5/mIHiVOrQYKfACl5QlomZ30aBcVQTsW/5R/kSrdNil8i1p45AZjy/CDmLbGbYXSdc1ryIEVCGctFcoPt9s8ctpqnHjtTxta5m5sIQUQiKY7hCSxx7BE+IhuyUXCCzImtzx8fykRW8BX/+ewvzgwABQowI7aWYXXtC30+Lxm0zoVTUvbF075Z8hIntRkPQch+NvALyB0hea586ro6aCJ8qrV8ChneWqY0VwW5oqLFHkmKidpCuz/5kz/Rj1977TU66KCDvIV2NvqQYjUtp1RWm0CuCRxuI6De42+1G3TEkFUHZk1nK9VFWSXUZ9FKccrK1TIrUOx7lgjy+dhOaEySGiLSPsXYQaCwiIjEgpvDH4dBWpTn1yjUS/R+YsFXZWtKB69q2AMYaxLinK5dvGBuCkwSJhGyKWjPH681x04KWBVQivmXj8Yku0OQ9Lk9w0uKPcRbkWVfQZ4qtsvNeM4ZgBGxArcQMlMoJK+7hnBNiHZ9VIPEC/yDMgddQkWMGBuzP0K6RAg5x9qxgAyjMC5DGU4hvqIyHXi+omJ3wx5Lim+++WYaM2YMfeUrX6FHH32UPv7xj9P+++9PGzemeVuHoRTH7skvEUQvnZoy5wQv5sm9nczOcZh7V1qUUEZRlI0xsIhCdwEX1SB2gxhGUQ5HyI7hhaQmXwSiXwiqryqIDBRGJnUW64kgESGSFa0A7MSI0DK6IM7yvqa0Rc6BY9PIKfT0wTNzELJDhLz0OfAW3kkzMtx7nVkIqcBnPLLjEkuAGXpfMXel8du2Z0GmgByimNMdkYjog6WdHQOwB8s+IqzEjL4xlEQ9SWhiLnRFRYWLPZYUExH9z//5P+mQQw6hfffdl971rnfR97///eT3lpJiNX2dWwC02EOQJXDyu559dcoj63iPj97oEkc1Rdn5/HiDDoUncIW78dNgPm+pQild7BRsH6NSk3wDAFsFth/zz3g+tov7YnuW1cBFKbql5HYYpNgmEbxRh+EtjijO+98/lXDhrabaO4Tudnz9DuxiOiLz3JBe98DNBu6mAwRy67UGWMsqBVmyTeTGBhKlx7F50anhkl0lFLM2GgjNZIXga9VNlD8Q9qm/koXCXGC8+5xEIo9gs1ah6MuA3zmIiOUnmxTzxAqPeuyzVNjbij2uqNidsUeT4j7ooxTPI1ackTBdp7JqJUgqqOEbvsxd4PTtiKc9dIqfTpuwFePusXSDPAUk2ya6C7dtkVCfgZPUxRSwUnT2BKMSXvg8ihTneI+j4PJ6JCeayEyViBYaCTj8cbgkN8Vm0VXGS95TEUxFVgV4ORYJCd4mGT1mHzhiXlj+uqTsegvrUqMDeZyapSobvmOPWu74m7v9mReyT/msMcyvehTawZ3XkhDJwU2dWcn166quhvb7Qtc3Dp58I6VV5MLIXmeQfqefxSba//6pxoBPynMnItNexb6X4EBp2BnDi9F6kq31atW7GwhwS4VNfqvPuGJPRCXFhRjpNs+5UETYIJLrICY++NTa40BE17uvqZuG70YUIyf65pwYSr/fPe8evCeS1awj0xiR4WovJ8S8eC+lkI/7dnXFP7cgSN7ii+B4iu2ECF8jAMy5l07eBtoL8YI4Ij+Z0FmpVmGP0zQASFaI7yY4DSWMx8cqgmEV1QWQk1ixHPd50yVUC2cit2hvDMKpEgZiYbcJBZqTHx43mF7o61lO6f7XxaLdTsLgKQMqmeLH+KJRFLcwkM1NFM7BDsKYJWj/VrNnIb98u0CrzoaUZxEHZO5r9/tJiYtUsW/JSAhWjiq0VnFdMjLsFYoYDzsirqJiZ0UlxYUYFinGrIe8kT4cStWQkFtYVwx1kz4XhkJsWEEk4nAanAtxSn5wEqcQSHPKus/H9iLvsqPU+QqQLnKfDynF6hzY51snDohqR3LE6fKYP1ggMlF/5hr0VodtcJIcJcHKR5vRta5Py2YvfIQlM7UkJaItimPbwQhvtZ0K6XfgxLIdB+c5THyNMPG1tp15dx4dswl0zCYMVF6Wd+14z0PnJib4X7KzutXzAfJblC4hWSgoMKPUzeZJOcjcFsUHiaqQNgRvYW9i8VxQyeXJFVwttq7Dah1Ds0hUP3PFLo5KigsxUkqxNzLNaHZwsLhILLlBdbbj8DWhELfbE779Ow4RIhtpn6o+g5TZi6M3GjeF3Ei62PFRPl/l730Qy5xleGFOqFrdiX3j21HE2FIDU6eejfcEYtUkGB7hFGvBwsAywyiMiyBkP/ABsx6iyQ+PKyKytuc4ZR0+n/LxL2IwyOx8xdsJZRnMsFTeSQOCK32PsRzjXGSloHjOGZ6MoW0O58JJIFHjGCdXPVMdxrKPDa4j/Ldm29xWejLCuTdeiGDjimty2k2utSJxeZ/626vRR2mL6oqKnQSVFBdiaKSYT5Ge5j/MsUItVVA3dT0c4seL7YqSGDwo7WgVVGiHcVG1YjVCgwXMXWkcE0OdjpDxLPi840fA7FDYkYMUpcmARXJuIQRJtoE1g+Wyp6Q90I1B7Pg0H7rlDCuOj0B3z0sqcW4TkWRrRSa4X9j2FBdtM2EwYdtjUr7/JJuOp6ujFx0Z9For1gQ2KpBjY0Dw7IAQX8+eN6xdAuFX3fEkpBZSOmk6AuwBkWHnySG3I6m4eq6xnAQnt4MuvF7fQagEumKnRCXFhSgixeswiK6KYBVW6MKUHY3oFGVH7EPT85KPmauw/G99E96acOFMKHaLQrA6GIpvt41Sjqw8vrwTmS9BwPH9boZLFHxqbYmn1F6XFPXVfb8YGy6+w7XzvOesnlpWSlpqMZuHQKakOyiC3Cw/o0gBDpJXZaVI8Ib61usjWEHvdnfcnBbEJd99YsFjStfELIRIMe/cp5JuWKc7KVMZF9yaPvjSbzrTfDwVtCxSlIo597bHIjPLOApll4iR5hhRXoH4MsMu6FtnbdP2vJ0KtwkJUSXEFTstKikuxFCU4le7aUzuSz3CPNQSCXkQN7avCXaIGAw7wNTBthy/a25RSgosr1xKAYuEaLzZL0B0EYzcXkctTiTT/HipWDZMfM28MdoeyiXxG2dUxeu8l8rLmYpchTlUGMdtFm9AS87OBtHZbHdsAscRHAAqcswV0GORbNdJzQmWlkt5r9Fd8tTudxrxFAeJOhsEGKkVk7cOFG9JDRZaH0vHVbVSJiJz5iEFiogeIa1YXtdigibmC7v9N1o7L1pqkO5DE3fJmakItftmr0kpOHbnO64sq2NotIdmA4sT4S+eS/0sIqTjKXiINxAG9oatHrK7mD1vv15AfrmdoshCgZMGMyTS54z8fpLtJBUVI4hKigtRQor5NGqocC46VZqisglRbOKqLv+c9uEZfrxcL57UaUrtZ2cLiXarGzcYICR1tsNk2oZz/L7a4+Aqat37DAhKsQOWNIGJrzkJEqJXeDNc5RWQyQd/D9GgIImTqQtvpXfCUpN9+b6WnxHXzjOUalHRLWwIkdtxbSRgE101bS0R4MGN+yRvNaej4iq1S1K9LNiqdCwaTj9nDQgc8pvox9bpIxaSyZyg5GpfeYEy7gVm08V4xbFZiP7p0kG6fa20FGWDFO+M2NGKamj7ElFPTVzh7+W/qa0wBwQVFaOMSooLMSxP8UThyE5BoLkHoJViA7elf0XacssUpQ9uQzz4PhH2FGdOww4i8pN+4fkStfk4OLbjJHA1PZg5bBHSbH9whJzGYs+MNJNAEkBqhjHGyiT67IRjyPc1iTwfC7OxgVBUxXH8ixB9xFJXsRsSzsNYvGAKxoBEchCzcARV+1kPiccBcwa/WVu110TWJrkRoqiQ4jcugVEI2Q0E7PPrDfB7kn2KohrIqNk1p+iuw9zQ59oivBgQIRxlu1PHP4Ut3gGUQ/iYUiymQHBFWIIaqCy2/lfWBXsgsxiafPpwGUW2aaF3sxqORGtVRcVIoJLiQsQOHCcMqsPb5IfHER0LLxlplp8RvLjYN+yxd08Xl/M9n4TcqVcBpcRikE0cIL8pqi6DpOB+CeviqRKBVAc+Vf0AwSHIhz/ePfYdy5ny8ynRfKUQiTnbj+cIrSdc8JmGLBIiLJKlbBc+FCUrUFpRXYwIG2kPPmRGsdkYA9IEyUeMV2FFtN5AvZd/bvs9KckiN+JHIgG3rVqh9Ag+6+C85vFi8+uC05VwyFCE2Fc4mpqvHE3nCUDqjjiqUNafAO7oVNnkwjppG8NYxgecNHwfdEVFAJUUF6KPUqy8qYQZ+rniTNOETMvFJHSwmzfEr5QXeAxzlP99pHl/rWWKWioLecN2gZHdZrkvnKI6CTFLQ2bEWUkOsU2KOcF1MmpToYjz3hjqOVPSkjkGZW+IpkYElDVJuR6p5Asid6ARI4FrCa23eSGSbDTJPnc1oFCebGnAKx2H7ljayR3DLD52BqGR83A2PC3MaRBnlxV3mFJI7INEdu0Odod5/mYo9vFaRDVpAGANLrUAlGBJqsS4YrRQSXEhckhxFhEZEkEYe/f0uGI8TGIcQCzSKafxV98mYca6OjU4p/3yUQWHLGUamiu5h4JaYjIJsi+ZzKQP5/xKqI4/Gy7ZvTvzZ55DiLW6mZp7bS/3jOd9fFDgW4aBT91PQdq0rzNghTAl3Re2N9wuMOtzXfDMTKQcL42SGSRgQGo7kruBYPwjNIbybQ9qQmQraDfhhYfdvgwLSvFW505SDGBHfpUyO6pQpHMYMW+KyHsuxGrwJ/2uxNmBbj3RJjz24IFtP6XrXm1ZXZGKSooL0UcpFqO9eMTTYUw9k5SVxG+DF6t9Cesy99I/9aiQmwmrRvtRdSLHIiEty1Tf2fbLvg50BfC1aw4it5gtQyle2ONnymP3lBpW2t3Oa1lQxE8ixrmRWh2MwrUIQZ6XeXxSEy5y4SijmZ/dZz3w2ZZ8Mxy536+hPgs2G0mN1laxACGbAjJUxBhplM4vW1H2wcgr7rYpDe7UgFENPrmq3KdTYbBzXEgx9c0IpqisagC3DlHFVZNHScGOqbUp+0KU9ttMXVdFxZBRSXEhskhxV7zhi/gJQrgQlUaZhaCrsO38zg7au2hXb8caeAQakhCZZN1pLNKNHmwl19uOVcBS/t5Q6gMNlOOfYZGhCBu+ZKFL1c6AQ+Ev6Msu9GPo3faZj+B8SRkB+Py+UR9wAPMIUYIsrZ+TodLs41w4+2EdQ6XM8eWyyP8zCCvGahC5N5xBgvfzSwO5VSBMfypYbBm1k2SeP5jyvNso6KJWcLCFCeM8x0n6eJYMjCTiKxL9mPVNRQH64LNeqPeogYiV7pDaRlqCFjRs0tpThXYGdLl2iUqiK4aESooLMdQ2z8Oeiu3AO9t50xYisnPyrkXILxFTrtXOXAcj2zSEYfh5seCr/d6fsw9dww07Bku1gxbBkyIK49Gi8E2lM+DCWw1vJMa2g6LeBFnAPGItjJ+JtDPOme4vgCJ5I1Eg5VN3sWipVs61V9tSYVNSM5TtYFgFbNzywzO1lYKqvb3d9QNjXb+tOBgLpKFwcN+6npFSMYVq05O3toOC1IuUcK0bZtNKjqAiXAK+7zYBhaAASyR1HfpFvMFD0lOOfy5pZctzP36wZsA6BjXWraIElRQXIosUdxmbSdm7CkPKp7RbPqfAyO7EePP/GA7zKxFGlzgLkqVCKbQGmb3Ov5yX+XcFjbxwTurSldwW2YYK/V+JYFW+D3shXM1fCm9xlUWMubLILTG2SpbajVGBq5e+m1kK4aNVaGcobJ8tt0sITR5sn2Kz/Ayvd3EewRvvZiNVIdafWZrtYdP9zjYT7RSlqR02Qp0og+hI6nLcJ36PZ5FJoqQBodgts9BKE/OlJg0YMgtXObKIMDsnomk9OX5ou8PcKOMOghsRp1Dq62bWGkzeOjheijjbpNxz/1EkuZLlihAqKS5EDimWyMkp7ClOCEW/rbrIXe//GhYTskj31dayvkxPjY4UX4mnia5G2x0qohBIFfdRMOnGUXYt0qsecgU31JI2ViSHBV81ulrpaLUAsn28H+r3UxKbkVjQ55thXYCj5KVMs3Oy4yXFnbIZI2nS61GiosiuTXpDnc6GAEVUba+qV0XubtxjEFGzcgnLsNRxT4pLklJqtxkPwCmwWgU96yAO0jChHTxJ1oiSaX6LeGXZHzxFoH1IVCpRNn4HhWSyNEnC2EdJjEkpLO0ZWxhFxE6hz7uR3o+K3R6VFBdimPYJaQTruxB/CevSG0+sA01dn//VKe+zfR1UXevWdPumSO/tBE3yVSZzb3Rd5yatPsgoaAtaIICidIih+ITZ1O4+3zoxq/FBCvlOgUF6BdKoSfAaQbm88Nahxl3FkKS2SiRFfa4Esugj6dFKdw/cFIpBBbwiwtE0C4EUSyT6BvLnJ9uWHAWloNmDUcnGoAdX3SwKpj8VbQrj8+QXdzTMINsGbOIzzEianiqrSIJD1gF+kU0ZBPCiOQaeahEk4p4ZSPUekVjbN4KtKIpIS1LqJVLbbas4brHGuVVkoJLiQvQhxWsSDicnxfaF6kC0xXa9mnR4gMs/13sdKR3shlIsiMlBElyUV+xsY4L7XKLa65DdSKFfDpzIKQo3WyAiopmIJooQud7h5/GJVg2+GrpILbnIrIfS6cw0xKbVr273cTuh6AbqK/Ry7A0dCcvJGRYVZk6WUqPqBHALgnPMOm/60sBvQdkaQuR26I1lCi0SCvz7FdXgFXnEjTevUATxjO0Ixn35Yr4cUrpO/n6KcqrVuixSHCLCof0RX3fizzzr9qnHOMmx09gDPDVAj85WldTbjITHuWKPQSXFhUg+cJw8fH10D+P6gq/ttx/v0e6ZXWwxd6XXzuE8383h6o52FrK7SrGp4lBnOr1MpABPxUrxlrpRJGQFaywZwfOiI0W2uihmEjN1Occ/3KcJheQ7Trbd9PB/+sh6anJDyqBAVI0FglGSpPEzLDIec9KrBj7SZ7GbSzgNZEJkFRNoFVb07hKnIJHwZF+uR1UddoEbJ765Xd+cgZBAxIzfTo9UiCSE1h/btqTgSsQSJ5nKfaKKLw1sjOdOhbkP3XpDfmwxE9omzCNU5F6x66KS4kL0tU+cAjISG+6wLr4SluM+wgn5ecMcOgIt1YMxE3TMxsGyvo5O3u0wGNfKSEOPGMSMYIuIKrJrEGNFQEPNCDo7hU95xeWfM7zEToFeQElWSjxv9S36kodAlLmF40b8iJ4juB23IjFXvHMZ/zuVPJaitFW4AZv4qsfW8ykNPCRg0VL9rw8+hS1Exw6K/EIDkscIRJjdPvAllCTYgXIbtWjc1L5PW1M8AxNJqTeua4zgqOft616I4KaotEkE9lTkv4dIq9BJ52mOKulTZWOk9TCY20m0ZZyxHUQrEPcjS+RWJMXmfmDy1qF2mRyDnaB9dsVujUqKC5FMilcg3J0KcBQWdWHeYFVvDwMP4kbnOeUv3OfOmcH3rsI3jcdjQFkj7VAhoKESd+vUvkcfgbfIJ5Z9zCG7Od3qbKQUtSWB71MkkkqaprZJs7fFruAVtpGbIGGvW02LBgdHEaLtU5ZDN09vEZ+kbIYU5GfQvt4tk+Mv5jYKSd19Akucwjxn/Z4CwXkE7el9A6z3LYT73Uq2ng4pudTBvOCAxUa9ZndD9OFK/DTuVbYQKmxLUYKV7eEyagkvfw8nfz4yLiIjDSh75iRHrZQIbopNJFWFzlGr+1gQ1MA0xUbD7oHeBjXCMS9uYV2xR6OS4kIkHbjcoo3EC6/Nk33FdME0Colsc/ImvC7GJ4XQFcsZT5UqxEeglydXxbbxDneY+BrhhEedqegghjxIUdBkWFp/F6H2Y3wxuA5OVDlpeR6fcInqQtDz+ESy8j+SUEQytSuZA35jlUjnM5a6yZATaybFtXHVKkdxNpb1kRqVAZzgAxdJ7kIQ4che9hYvbjL32Tg26rp3rmdQz65zXnU449rZxzIReu+nsIVoMaLf62WBokgbfF3qe8maqSi1WPD32edbaJ0AGd1WUzCMa6QhHA1mFXyk+AksCRbyjUajnYrdA5UUFyLXPhG64WePaKe6y5ekTBAREQ42Hi5j0/oKIXVxrufmfjvB9AL3rAA+CqQvlDES680b7irtvRghwmtuY8Jw1xdrhnCT53WeVWytA9fO86q9ub5RolZVjZEGddOKEeMs24agGIfeb29bIsHzaNDZTRHiFFIfnGbnBNC2fJSck8pewSBNOedMQ09+eFxWDB4fbOjjuBjZvtxh/yZ9Vonkfbpa+FxOTE9aLJiPDIvkbsjeV1tBJyLzGq3+RpP8eYiI6LD0Ilx7IJc6+5CMFda+4KTB+WQLUD1TRyp2H1RSXIgST3EsMzPrZkFtu2OdQHFb/L1JBWt2xzNgdAoEL2LbCPidtdKbGKMWKqKLdqgL3ZADcVLHbIJR2KbUWK7K6oGGbxuRhIuUAkL/mxlpSrBc2ODNHuwqc+8mFekN3DAlRXMWTJKwlmCQz9hvalgNLjhKCuOylaoIGVSe4HeCZG9x99yV+CkR2hbLCpwMe2cKLBKWagMpjbuzLRMqHjBUdGmT+jO2o3/TIz6Q2jtRAR5mJJy0PklQUN9PKJ7OJtKpxO9Ua93wE93cLPrk305hEW22wDQaQkjFLoVKiguReuC4n84pcmLEzo4Dat/gmX7sUKwOR5Db4QoHRxp/ECW3c5bAK+tD0VLJCCjGw8oMLoF03J1iP2HfQ3FZynIRTM4QlMUQbiAkk2G9Cc9N1ddBrk+hnaMGM/V1O0VaSQeQ0u2OyP2s6n0GIej2aS0hexYFY8nx6TrXlgxEv8shN0QQ89hHoOmCupZKHuUSy4Wj4J4KokkwPNz2d88HemdsHwzojn8xHBvoI5u2umwMDDRRFlasCHFKwV4M3XeVZPvweIbvJreWxkaWrSQ0GFosnwfVc1whoZLiQgyjeUdJdXUMKiPYyQr2dLQiIlLd6pR6aefU2pjoWdVF1jbtfcAXLgm2eraXJSJxv8eBiDAjzwscQEphUtSmkAiJwEYLkZiaO2n1QcNpNkJyE4iYb1mCTaomPzzOIBA+r59ElBVRGAP3pmjbE7K6lQ2pM9xy3GeQW3sf1OPsdI6QigcYnf2M46bOS26TiRUveVQ4dR5K3wtmPaQ7F/ow6u1zgcFx84gHkk2g9NoqQbp2BAddKcqkpDwLAyc+cNS/MV78ptYTKohT6w2Q4WDTDc/nGXpChO+c5sdqhTDAlMhybeZREUAlxYUoIsXWjZlfrO8gweMVQkZRXoptQnWr0xd01kzATp0owYHC7qbMOqr0CFUoJyKnAO+6hGWFOLQSskiUpzwbHjtP3JZ9E/a1mU7d3+CAwLbSFCJGkJUqJpExRYyLi/AKUaqGq382KeafLao4d0qcdKyGbQd5jqVeEBHRsZ2Snjh9PUyCGYXd4CRRXe67j0VdMjPgtZzwaDOmOE8p/U2civBFV71mpSMFIa2Pv4eR2ZAyHBMG1HtL7TlDgX3P5Y/Xef6u2OVQSXEhhtnmeVg4fTsIc+UYsdx4sTW+r/zZjFPBUh+24RzZCxu4iJyeMlD4EIIX7xuF4kEbmHOvt+FGVJFO6HAndgrk5NtXEGesZAIRdUR4SIQ16in2vJ5qJRgGMHlr+8+ToiD5FEtvnpwI55JiH45/Ec6+B9ft+T3Yn/PsIX4FV+KnRHuDVmGFs96UaWafSmw/r3JxU2HbaO6wPOUpUNYS7wzYcTBrGpJXbJFyX250T9jfO1dhp6AlzFl2I0W2JQXZKRpsr61q/aLlw5PuYltAkgUCqchXKFBejvvcz939dvjvbSj2meo93mNQSXEhdkZSTEReUqzwIG4Us4p3ClhkYFqqZ1pQNnwK6mjD3g+ngxgFFJRI3i+3dNxCaIl3R9C9CRxUrnrH4PUAdp+jpLrcJkCKEPCbYQpJmgXSLapTYX+ekPobet4eQEjk3lGFt5pTwWspPPALIdfKEfqeYgTZ7iKmljeIiTDLJRFWWz2MfY43eF5Wz/OiwjFIL/qa8avM4x6wN9nHz6f8x5qjBBFT0NHIdgl1fqGhJ7DEIN9qUKpJsbSN2PnpGWCrNuNE8ZkQ33ecAy8hluwXRMZn/RS2GAODT2GLQf7VNWMKKP49VOyUqKS4EDsTKcZVl3qL7pRCLAU6qO54WHSNfu4SbNZ/2x5h5/3sfeEFhYuDYGOwZ+LOx3b3feqDJKiz8r6Y78stAPw27uqVl9wbCcSIq9I2CbeL+Tjx0GRIuHlJShQnFaHObk5msnqPLz9XDQb0dK47RZtLioO+yAyUJE8QhRuTeP3OJUkKGTdi/llylPXUAqVsj7Ftj7CBxnv+97bXcL+0pBqztI0kkjySrds75A52nOI9QSmeAnO5UGpKyNN/A8H4PjHleXnBxIGeVEiaVVPAkGun4dvh15Ekdb4g6q0WAO5YVFJciKGSYumHM0m2Qqwn0Hrh6/ApxHMyv7lTQIRZq/Xj6wu/euOC0XPqKdiExEIvhdgmux47RQiKhO7zrRPFKT8DgmUipVFDLwSSJnypIymECYuWtjdBDG6GRdP7MXU8EzHisLZTjyWyG/IVh8ixImj2oEFavwYvJPIVRlnkGZO3+r2YKZnCHRFMIfqj6h32wB5EBZuSJFgZHsQyb+Evfx7Tn/LaK0KdAVPg/f667+YGwoCIScVmkWurVPBmDxCxaKnzXIzwjUGn6gaKOtV1A2OJaGHbYl6cwQoUwWYlIfGYOsDMWmbwnsvWfdgZyF6NaLGpgSFfy4qxDjWHOQOVFBdiKKR4iD6lGHFUxXa53mIc/HLxiFy9X0R3k5kdOQRfwjrjfyIi+kV3sbVyhp1kB5vU7mhfGFNgJRsFX+b99uv8Aqs+h3BDSmrjLN2EYt5iEghmIDIwt7VvKrilITcjVUERYQ7+2EekS34HPJ/ZR+JyFT8JwWlnawo+RTV31Koh3VQ3EIhORdJ3Z1sqQqqlMa0eGRDYnTmDBb8ZPmFVu2BkPwvEyCaq6nMWEWw2M5Cag/8pbIleCzF5qx60ibMcGY1cgkixhzDxoO8gxEFKUZyHCJde47zn8anon+Di7Y5ZrRypqKS4EMNSim1/k2/qxC44s+POdBOPnvDdrHxWiZSM4nZBt+WzDw8Ix0BKrwgtT9SqxknKsZRbPEyLBFOMHbIrLp+XG3zMpsBKFQFO9Cb6WnmrGyT3x/pU1KEjQ3GRFC61n/a57SOj/KbFl8ktLrS3l1psZxDczkLRLD+D5hH8Cl5EwfKp/b1aQG+FzChzB59XQzy2dufAwfrZ73Vzm/ervjOjqLYjbvZnV1P5aNq6BTudxxiAq/eoATiQ1Rp9FVYUN6Jwd8L9HSTZgixCNCJtvznswbo0Y2aT6qLOjWFbleObTrEjBUZIugHOkBRgm+BHLUAr/CKED9L9fApGIDJvN0IlxYXY2TzFRC1xtsmz2LXt68KNPiG78QlcIb8gXGw4aTeI/mnh7YwLvRzKWmZwGl50OHkbNClNSaRQyH3PYwSx0lq9X9q/94MIc+7VN+xodrKVm6zJ9tVIVnEkxZTIvGlu9ywz+eFxhjLFlTpbrU5Rd6LLCH5TdQOUiEGf5h8+JJHilJzBxJa9QTWVKbefwpZeMVCzQKZlg+2fVq5i61fvlxRlzzExPl/OtDRRMO+cW5C8g4GjNzrPqWWD/u9E2IPxYc2ciOuxf+89VdwUO83QWzITtWTTJpxKqe85MOZITZ6QCod9TXKCwgTlff9RT3FS1nV8GeP3V+0VGpUUF2JnIsVEA6U4FmH2wW3SLx0uKQ79qISbum3f2O+edwf3g8On9ErFdHZhnPe9MQh2AUx5njDnXm86g68rnH5eFdcw2wa/OfrIum9/YgglTATxDIiecf2yUf9eokpxJX6qb5rSzcC56Qo3vCQbCIN0A/OlYdhKWWrxnD044IMCx++a29bZg6CfuyObSVOuHiLuU4zuIPRumZysSLLzyrYArMIKo6U6Jr5mDvSvRvsZLHUy1ogoOPjugaRGQB2yOrYJ8CrWzNfvm43ItgLFGsL49oPM/bQL7gyhIVZoSWRYv5LsU9Z5L/qJ1XnOBn7DipyUviPpe9eiQGDAHLtO5QgB6rqiBQWcVGxH291QSXEhRooUP4hlQUU0lfw6yQ2/EJb/uvucOEqNqLs+6K50HWzinBq5dgshP0f01TxVWRNbPjW7cMin/UqIXeR8yJmmVYh1I+RQN8ygDULHNLXEdfLD49obhqXs+QoE3wlZBZZuOqXJDjZSyQbf3vEvtlP4oelom0jw989Cv2np5bhvoLaWktGthe/PVYm2WoSZDaifwBLnxh4r4tLnrG0z8CVNdL9VLPgqnbEdIsHjip43+SATPgXv5G0Y1DNY1x2VcZ5SMKZtM8Ln7lPXMepYhewOks41AhNM24VgA8tV9KODR5zk9d7GlGC9ipAFImajEWZj1ECcX1vUueQ9J9ixdwUI9vlSZrX2QFRSXIjRUIpV+hjm3kWYe5fjdfPFsPnWQ8T8cgIhJmJk+zAkTfMqosuV4RyVWILUCpmIaCnBVIrHwa8USz5hoeHF+0FBlTak/GgVuLMyGMuOQiRTVE09FoMLsXWTinZGs6dguYozwgWLuSqxQknsmrrpeAl5dxPBrId6kd5kFYffGEW/bkbBjFpXR2A5KbAVM074dNZwBlkeVuRdCM6sg2QT8PjxQ4RTIaXzp7O5COEONqzg6R+2Ems/XgUxzYWTyaTfTeGAS23b+Z2owTErSEyxS+Hyz4nCRWhQ77tmSbMdd1jn847C3aFtq8Ekn6UdQjc8n8WDyF8zotENzPdkz3ElxYUYEVLckVDMXWk+j4Pbfz0RKlY7EJ0P2PejzPixOvtPTCX2tVkOFbaVdJuysM+3TtTkNXXUL8FWb9+J+Pp8tovYazZ4yL2XrEvTnB6P4fEvtiqbYQPoM+2f6QvNgo/MeNSXEZkKLKzg9ipako9/GO1ileLM9peTXkPx9GwjKStVIM2c/LcpB7Iaxc8zyZ+aQqzUcU2JMdxOaGeupBkzD4J2pwx4m/MkdqX0WWjOIji1BbxF95X4aXQA+waQXqbYzuHx+4aaBEkEPxe96gak8z7R60+UP6vlbTqSsc2QeCMOJuzlU+wpFZUUl2JE0icKqkslcMUjRISJiI7ZCKeAThfJ8R+sdRHJChjnyRMeM99nscl5TpFAsTV0BFxtXugpfJMQGmUby41N7K4U+D5zrBQ7DdgNUCl3PlKin+/e41N61A1SHU+HJAlkWyTvws3dJsf2IKAPUgYQorocuxGGXu/p8y2GTW6BpBv6E1gSHkwImcy9sro7IiBdTySU/Abtawm3qp0Cs87BS4g90ERczeyoQa5vwNkNeNVvKGafGpqijwkGsVVT+n0Eh6xM4g7qt+4om57CcbvjItHgmDyBJUm/6RChF8/djoyG1j0G7X7wz8HvYedjO9Hafr997+B8qvvCLmXXGTIqKS7EUEixuiEchkHcSwdOZrl/WCVNKEid6myI04Ie+4QNTX4Tb8Yp+5MD1Z3tqMh61U3QS6C5osJyL3HhrfrfMZuQTIpVgYh0EzIUJnuKMKYOBUi0PRWXc8MNJmckDsSUYqXI65X4qXgT9BU5bae2uE/5ifl0r33+S1PBxo1P7bOtfviUSUZOm+VnEBYtLbvwM4LH12mTb5t8LMd9g31W1iSbVHbXg7j30d/ZzVzOWkYRBV9zkBgi71PHM6g4BnyVoUSD4KD2Jhj565/FJp1/rq4L9rqTohoFC1TUGhaZ1XonyPTKRr7HYzbBzEpOzU3OTKBwBm/C+w31PtKYaCnBmBV0Bh8Jn8Owy3SDBKXQhn67tmCzQRWNCgV1HDax1kp0gvdW3Tf09TDw+fR62e8pamfLwDutc98Hu3BYtSfXxD7TF767oJLiQvQhxXYUltTIQV0rS/KHX7K9t0RE84SNqEKyBIJs5yJLCBJiphCrNqmTVh8UXaf6oXKECB4Xoh8jJBXcHbMJ7bHghXUZof0ScqrQQ9OMBlSqhdWUZBVWyDfBhUj254ZUmpAPTWrhHCoQdC7EHDjSUGFGqgGI3pxQFCMpuzG1s3eL4VLElNrCWafluC9vWpdMFUyc1mbHL2XqPHXAhwtvFQkzb3XO4bvm8HqNiwhmTYIixzkFx2zq2tuoh9JnpvRAPlb8y7/zq81BrP28zyOf6+m3r3Whz0vUXm/VNaWPspyMyGAuZLXK8tZ29wwlBgT9xNL1JMGetc+dM+nnuDS4jCTU6MLmbjCjzglcOy+8n3sgKikuxIgV2gVaC9uJE2raTrV4lkLnZ/wK2o886aGDiTA+uHmeCIEvXKJH3VGFZNgScQSKSEod8WyHRq/WzzbYzU7tQ3ZmJy8GCpDvrP1mXmLlUw6SD/U51pgXco67CUFyknvzvKFTihUxfgPIOy2sVamUfFJLLZb8fvzGx290ST7KVC9xbjV3yDOMk4ZT7BIplpPSIrwQvMrGejo4pLikeYXQAj1GCL+EdeEZJWuQINU+9IVX0bYG97m2Dd8gW7z28M8JmL+xIal/zucUakKW8mtHZkOiZEiEdwVGxmbUncdPYIkzs0VExUJKdMZKGNye1/OepkUQTDOe/yzM/G79u746nMyzO6GS4kIUkeJxEAuhSrxUMcS8xEF0rBJNpne4g2HXOE5QrQWo6CINNnVZnMfrQbI6U7JuRi6fI0TtEqVJC0REdBPCObY5yL2gC0TnLEJU+XH2N1XN9C13LJILhAxFSBG7Pu1Pma9WumHo/Urx1KZUfecovwEyHCPbI1157j1HEiIQY9dKr33KKrBbQzAagPC6iveDgr8H37VVb5t9T7E29gY81guDgLL98sUdpgKzHvKfU/x5Zj3LLj6018/IsXge2KlBfcg0Gpc0CwPRKZBrD3Jgz44lz/7lIBSuPS6xeyuZSn6q915hWPnrOzMqKS5EX6X4tx8H/Ta/2EGwSSR2cLNxPrZr4fZq6avjanHAOsGV56gIJu3rRRDTJnDCo+F1cS/fq9Ck+GSp8QhDjDwHC3iOgGjVIKKshIhg8d0aOMtwi4BWdicJK+kR8XbyNvSzgwgDOf4ZQr7i5/EJQ6l6g3HKP9X+H8g4tuElbJ1aLJIEX9U1I6vFKohV0BP0ITJFdhCaH/hhDSv6Tm03oKDlpnXwoh1M3mrkTqvPtp3gKJOiwrZGHkzp37v0uzzVGhAy0ptkywpAqbJanbVm7ySFeWkKWff8hvVsTGCWkMi9DunfTWKKhQ0jK1xdczwzM/z7MVRrfl1hhJZ7vB0wS5v3mi6lFLHrUFL6Q2wGhBHk2MDavu6MQSD9gg3u1PWobxpOksjFz58n44JMENI9SMDuWJBXSXEhikjxVESTFJymGxFIlolhwM4Dttuq8u2mdpXz3azGgVyFQAD3CYq+YqGjHNFAXeIqR5LiEVGuMOfeQXtlBUUArf9tsqwJn004rZuSOG2aqp5ktEYlIn/kDyM2XAk/ZlNcGeb7EFPFbQKtEFTDdHORxEvUYYgua9/A9A1R3WQXt13Ukm90qdFqfVRrvQ6EPZQ2KT518Jlsgv8pbKFPYYv+nN4BibA9ZZHpNRNClD8Y5DYuprxyGxAuvNUgc9yWxn/PvkE2FnyVsOxj+nrms0zYzYqc9bDOfEOfLQT07zmlvuE5ymsspMDfk9Mkxef59sFITvDZcdCEZzkCsyd9W3vjwlujXup2wQnxrGCOUFSpveoAtyhpYJPTCIqIvIkfuxoqKS7ESHiKH8SNycuKI0epmK7D/bkRaipG7Ti0rJURCcM+nJD7OeNXoBm/cgcE2v/3ZKfSHuEnLPt868S0i46FnII3m0w7hLeDoW4EsiPt17zTndJnVkQ0oh4lQSo23Ay6Ej9tL9AdcR1GwUWvOC1yL8Rnw18QxCEW5XUFRTeoz5VZkS9hNELtbdVqKNss9FhKaljK/oSUd4coY8LwVHEBRlvoDpdgs7is3Tiorclor4XKx/kStdcqLPjqcHYwRHxCx6VnMbBGgefbIcOSBzwEW30/2vSySk4BYwAe+OxJvxeLwOnM65yi2U7QyKkpccQcJorkEvMZv+qsiUI9jzo3c67p3I8fKpYeleLIHYhKigsROnDKs2rn/xIR4YKR87MqldmnNgdVamajcBQOH/EN2DtSfMQhi1QM9sXF8SQHII3UbfI8FB/zzAHJ5xfOYDyaB8ovZk8/zyPEm2aoqbCY6tbdaPqoVuL0ePe877UQsooYRzCc3p6u7UtUg9OvHiiiKRLOUzEcpZlBukk/gSVhq0lCA5cb8SOKRXqlwI6x8hXZGbNCkcJDG96ZuBEk8SEErVyGlWFC9+/Iot9dKvh13vHRZjRK6VMYV+xzXRGZVbGgZhtSU3GiJLeg2VGfArvUGd0gZiJqY9zVUUlxIZKVYl8nOpUJKKgYziqsUXQJVAyavphzL/HXkZxbTDS4EJZ691TxSdB3xmArxA6pXAmHYPN1SzeS/e+faii5dpGCZK9InV5U+5tUbJHp+1Ij/+ypLfK3z/ZB3Uw5SXYSLTxElC/ny+BUiqFSJfRn6lMhb1tGUm48p/pvjjdEjpkmx5yQeghT3ynaGESFOSERI7eTGSZv1eqi/m7Zd6YGMjcEztXQDM7ZIEe9tNtSazwDonPhJSr2NQoHv+zdLi2GHuifj+3ibJzxXGGnTaO4KSe15xcoGlBzKBtXSO1Tv3e1rLqWRmtBdhC0N1q4bmiLk1XQmgp97q4BYWxLiLdTFynnsdclX5t99raOG8SEmTnOjMsIXGAyZgCGmbW8I1FJcSF62SdWwiisi10XcfTG0RMmOt+k2PCjBxT5PwppFdne0Shm+1Um6yDNBhF9yL8x7QVMLCrY51snDiLMBKKd5ilr/cCKEKr/la0itZrcN72VUxQ4bGR55XywSGwJ+Q/BuXBbN0lefJTVyjWk0iZEnnF/st3Zql1/Y/4vgCu4+u/SVtEWQqp2ir1FQ1l5PITCyEhmxNgo6JFamY8EPBddfW1kxWDnY/tANc2Mp9zvnnfrmooQESrp7CldJ5YQuuvocGLSbEHCd+/wJRmJVsA1sj0lRMyTZpX4ABig7TRoJoRFS9vvXPjej9kEQ0TR1+mF5gBCIWWgabyHb9Oe0VOvLUk8vzznbawY1IYSgUL+bz0YHa3f5CigkuJC5JLi18WOYALrPQ5yM48cJfl+QlyhjUxlHYWW5NrktkhJ8CQ+EJkE7/2+C0gCbKIoZe9qVTejsEGvP1Y04httC744dWEPZgzbYBdr6SbIFeJbAgqHAalATvDkJsXbrWI3jhyLg6Ck9C7cUijt6saQbKHI3JbvhspJL19G7censMUkrx6rgFRJ7wNfX+ogQd0o7fXaxT7zGCFxkDmdbnuElXWN56svIXg9lqHPhgVfJaNVvQf29LSPu9ifWRrniIRwwVdpNoSBLydRpSk13TVVD2x9tQyB66M4E9UdN199hpgykQB93YnMBKX+RkMzQsFEoYxlisBmI0oKISVwe2S2nfP6wXt3V29xJcWFGEahXWy6ISVZAnPvise1FBZr2VOPkgeY2z8kBVj0+gZIrbIt2DfQqBUh8BlP3ganAMy4gHM1OaEDHofUzcl7A7CRqFBrcJLIbgbvB6UR3Z4YhmrLvwc1OFEXV06wU3x7Sap6R+T1b+1cl4h5iRn5FVLvzTazE5xClrUCjaxMd+xK2mf+XCg1A5O3Op+tWX6GHL00BHVIOvaqzXWWAp0Kq1lBdPFAMV0oKajI+ynMauX4QO3ZNYztl2PsS+jJUqy5xSRDzOB2Nqk2JwTveWNYnJqgN/4sQpLyrK5T2mI2c3CdiULNOtrJEOw8WGN//yuR7EXOqtkp8DdzjMhvdQehkuJC+A5c3+p7BZ/KALREWHWxMwjx+J4ndjdqVDdN/qNyLoQsQs0XAB4MBo+QT0WCD0XAf8gust5OUpH1e9Gt+/DHUZR6UQKtBEhes4DCGk3YiNyMnGMnLT+MqdbAhVcR4mHbJYgG8WDzfJexTCXXJo2isiuQ45TKdkWOc4vw+iDnhuYo9YeZN+lQ1XopOInHomsGLwie3s2YT0RDnFEg99qXXeMRaQ9tfD6LhOPojUnbC9YLhKIZmRUN05+Sf/vHgXD557Kn34nkuhE1QOV5z3pAbDO5BIU+FbEIRd/gWP0+cOGtxkwDt4vZxDY00M4Bpj8tbi8Eu/MtEYVnXr4OEvsk6J2IzIAI6SX682cWtu4MqKS4EMaBA3Qh20TIUxIXjdAh9KnEjxGIPty9+CpkJVEV10WK7IIjTuEiGkyCEMiwsh/s860TCVOeNxWKlCr1heFuPra9QfLdphQ8eok0I4y48FYnaUGyVxhTYcwnnWSbsBVm6Rjxac4l8oU8iEQSnDsIvJugiVNQDR6mR21IrW1zsCND7UNTxrlFdX2QNb06Em15BcTqDnMTcQ6ESZL3u+fddLv1G1NeWq/iGSHNROHM46G2sS9BIOowRelOvSZh1mr/iwk+7jFIsFPcNLhX2qkd2wnyZxXuae+HYMlQ121um5uE6Ezu29nLcxO/amkW4xQtukwb0aJfYwYczdDqGkYLlRQXQh24/7al6wnejca5d/hidJXOU4c0arzqUv13bpMPA4lkOIbPYpNZmOApUgj53LhK6dgOcmKbLNKviHmQtNn7WurHk2wQM5EcUF8SmaRuhFGf2RIYgwCjkGcSnMIeTH9qoPb1qe7MzATuM8NyNqj39J+CUpN81ialGjnk8jAM1OGM48ZvTt4bNiKtrC2lW6nMal+N7nNMFU4iyEOOuTuLIP9eumOn/f62+rQV4eQIG8L5MG19wWfp0igkOwQnw0oRlSxv+MIlRMRISQgZ9i2fRSPYmIifm6W/71Go+o6lbDizdxHixX/PUvdFCdx6Is08xK5ZvVoiw/W/F0dlDiGfvS0G9awnIUFpNPLdh4VKigvhHLjuhPnt0FS0UFTwwUDmnyK+yirBV8cHxqJabI8+FWnsEcXG7RC+TNBSZFkU1khXqIGy6VUeMDtaZGjfUHJjzIjMi6V6/0KCQ/qzGoswZMUyIayic1Kt1jv07loKmxFudtITWcH7HdYmfla+XO527BvvLHgsC8JNx2ejKG5LrTbluWFrdSukrlvT8bp6fyR9hSkt763jdxHBUW2JWvXyPIJpByiMVwvh9O3QxFlSifl1e9Lqg6LXJl96g4ZP5mbFzHwAnpUBbnjpBn+LTVDWoT2eK+Dsc8jWcj1bdp9vnUg4eqPx/TmWBGtqPjbosWdvRnPWRIJ4z/N0dvWWKnSDKB25SmwAoL6nZ9XvM6C0BxCsbcqti9kFUElxIdSBu2VL4qGxRlMxf1NSr/McSKSYwW7jzJHTGINWYqB2DKMbW4eiytuZboGdUoOVTzCYtVyQRKHAVWJbjU1qMW0jEC0Xhd09qts3jPXsC1PoU4h7SRVyaqelaKEQjkxTruxlrEI1Z6ozE74bbLP8DIcslpD3kULq5z4blKY4fcj04PObtQgc6dpo+O/OY+PJLb4i6jm7xmCTK9trmxJnqdRj+gUcMouJr4kCSpD0XQdN7MVr2kJ3UJ4L7gFOxUQQ0VbowZ2yEerP78E+3zoxKxIRX7gkJZI7iMMfhyGCHP44xKQiOhdZmbyx66MvRnMVvim/Ya1nfbFia891ErMH2xfJt3rf981jo2Z57ToQ+/NK/uIdPSAJoZLiQkgHLqWLmw/aHI+DgxdvKZKNKDKaw3j3OfsHhJPMizlYTuSH4B3BOrCm/xaSO0Xv3c0pzxsq6F7wjabZjdK2WGBCOwDZjKREBvuGJnmLc1TsHJW1703KRmjwYlemSxFC/HPu860Tg5nHyl/t9QXb0+4qlm4h9EWzT4xRVOUagSneYPFb4vaUQuvz9PFt2DeO2EDaB98NyPe8HojYFoa9IRbVRIvamCDgO1/U92mopTMxtIYRvPjoQFB2lrAPol0iQB7F710Vk3WkNqW+IZZuEfLy8oGwTWjEa52lyD6BK9KU+wjOo/TuaKqAcodjDYLFwEpESJ2B0gV6Huue89ta7C7HzwVemGdj0kOeRmIMIbEitdkWxzxrfaNZQFyKSooLkRPJZitDSgXG9KedGS9FesMk92B6EDdm7a+BRMuEY5FQ03CqG18gmid0sXMiaDr07dYUBLcRdEpUatwR5tzr3CwU0RetCQleaJsQS4ptSSMOtV9Be0tg//h3sxeIaCHyMpOJiPaOvGczDDXBu2ygav5K/LTYR5xyYU5SgixpyldxfvyLaJXpSBvmFKLsQLhJhiCuSzjOT2CJSYCFrG1JRXM86tZvHbMekj30OYOYLlbN/iwHYkB+Q9fPlKhLonbAvA3nmLNo3fG2K/wXE/RzRYplTktkomJSr+83vJC1szTZhcTnY3taekCfAehpGGpSCFFnM1FKu5oZFAZXwyBo9uA8JKCMw2DAo1TWwx93BwbHvwh9LeAF+qVKeGpxnvo9Swq1mGjxC9eahynPh6/LK2DI0amDh9FEJcWFsA/cGfZJE7hQHAgSCypsNaNYzPC90VJOHf8zg6NW8GI6D0r8t+K2h92VLVC8ElJXnbSJV90L2Mnb2uniJYQyWwRDUiOMTLwfVHzTMjsuTYi/wb4YZrQIJQpbJbKKEfl+SFP+1nNSUoQzdRshtD4UFdvE7n6MCH8KW0TFdwxGvq20hlSMZ51z7wQRYYJ/IA0UN3JwViVFmI1yNJTP6iClEEWv87+QvdEiLO9v6iydhNkYCAfaG5xwLQmplVF4zgHehGUYsBXMEIqse+w4eWtc1H1pJQyl2DsjJMzS5CAaoZ6Z+CP9lp3rtLoWp+S3Zw7wRwqVFBdiGM07SqCsFVcTynOJuVKcw7wTyZUijqlTYwo5F5+W7M1O26cEb7C6l2QT+yWDG4+0/48RBu0yA2TfIcRSRS8n94FOgLlIsTHYyrZ9oY8121CJFjzHNqbGDm2Q0JE2380mxx9ok+MU36N0A8aipSJh5lXaJd5jvj+lKoxdxKe+e+/AxOrMePp20LT1iM78zCN4f7/JU7WHucVcPkjfv6OA2VN36vrYWRxsa8T52K6VZ61Adzd37XsuHFBJdrwD0RJuUbkLwLgW39Qm0hg2gNAAts9gRX2/fFDSPZcbWxiKpbOn/W3P+bhOHPCew/Z52NVwBLP2d6IiM6//mBIi7wpFE2fGhYtuXJhAk5Y+wfajJBN7WKikuBDe5h3Tn3IIgqHkBMLI7QudslLYF4MHcSPxbGS96oxQ+Rz7BU541DhhU73TSjnNHWlL9oqgr3cSiNa0ETapBVxBhCJmSi4gHr9YqOGI2AQhd9v28sMofLTSI7zqbneTLfk+9r9/qr5h49p5bbHksTCVjFBDAr0Mhh4pZqyeFdDtiGnAHNKsCHiOQmbgXPhJgIdQidcjz4yDPTBLasZzGJxt+BRFpdxi1mpDkUpRYLfhHLPwufP+ikWEKm85VfXy/KbV59B1HhmdEm1bGObca8x6GcWzQqt5tV9BQjiaSJilNL6fLp5NJWPoY2gn32Qor0M5FkBSsafvHNaDv26AMfnhcXQRIbkHwj53zkzbzwTYdpSk+FEm6uQ22xpNVFJciGSluMD3qC70oZGxD6HUimgleOh9BZFFKUV2oR+Tz3vsICEnMQZOujmJ55XcoZav7QLCfjzpXtD3+daJ0YYi3KullLqYeraQQFK1/qGwLurdvtiquE8llwoCgxmd9s3nptZjzIsQbdKvHkeTLIQbGff1OeT0WCvjV/0ercgxpRaH1CtNggvMfTck/JaDhXRdFnEqEeYqtJF+YU2RYqxbbCXBVpuOQn4L95QkE7Han8zrGleGFdn1+kMD+xOzl2iR2Pq6k1IYgKKEDAVFjAyhxPosodxmXlNwKNz3GuCDnZxs+MRB+pV4moiIjtk4WH7NjqAU3bU4t3bFd931nas2QpGYvroWiRhfn7C90iZhqlPkE7jC7Bqp0A00nGPBhJactBCNSX5PuVRMekfs82V2J5VQSXEhhmmfWEqgmzMPse164NenlEKSEEEOVak6UTqdMsIvwjkWBB0PxkjhMD3FmPia96LWa7QqEPGs6DqGYadQxG5WfY8vL4x7Hp9IU20LkHrTIaJ0FT1xkJo03dezU17y9DFTCRWRS/Iqe9RFyeoSWl9qExoFpczleOyDA77rUBxROW298F7rXEktvHOQWxynNt+wYuueMWLB7QgpFnahVwh2TYX6PUYTdtR5lxDhV0SkGOyZglwfvf6Mqni8Ez5SZzf1Oc5nAxPPiz5pVaUI3ZtTBscpSLmuqePuSxFSxa3BdtndbIz6DY0BOfGXSwjZme6VFBcieOAA8SazHPcVxSrZ9/vsG0RGlyQOdaMaB/MH7LuQP0DQpLmk9ai6wAyLFNu2DwVFQvkFYlitUvmNSCsSCYRNKeq5PuzULOXZBR9P3xgSou00bJW4g1KCQ0TXd7O1fYC+i7eycmhLRyZZ5xfgkejAlNLcQt9QPITWvq5I+2nclCxlPdfHrX6LuPxzhLFpLXmzb/Z2J0ymXA6jSdBidl0i8jSc4PvCHx690Vs0FyXTseI+Rp5wwqPGlPRLXYICT77AFy7xrvMlQjANqBTGzI1ktbipSyCQZusi9SqpXnAiGnwvgSg4UeEMrjOtlX3smhzMuifZi/9t3BW+L7PrOleISxorcYVewlkEIpxpPpnQenyfb52oZ3/4AErqpKlhZ+aHBvfqurAiMhs0ZFRSXIi+SjFv+Tn0Rh0KATIW8xRfbX3ltnpcYu3I8bTa6lRO97eoQlXQlMPrKRtiHq4OQ08YFIgXamlfAp/VIajC95NsYSmARLD4Rd++mYSyiflrxsU4wTcoqRGlmcA5SFWKm+VnBBUwX9FeCqLNUaTtWb/NQ2Eqj7YapfzCI+1RVXYFflyfwBVlyRPCb8lHjoPcTyAXqdfO3GK6IKzPY4sA9hS2+u35il1FW1xCln1KMsXE0MfGDH0vkJqkOMf2+4OCTzWTlzvz0RdHIW7ZcDgAO29w8MstsVXE9VXQHGv5Px8tirYEjuVD34s84knp755f8/qKFDmiUCXFhcgixZGLslYDfJ1qfMDBw8qg1yRZIsspod8liNkNtEo15Xl6PwSbQU9CWqQOM3WBKzPeJgNHwLxYAGJyBCcSQ7loR46NvpAJRYCPkbyPHKqA7sf4Yu8oOglioWEIGapwChlVpHie+l6UVQJNdve7GwhZ71H7Z0wtW8oxV50lQsxVlax0DUobCBk3ulC3Rc/MAX8fH+DxgVKWfUYhcN5rZTchDWLa+oFCZXs58YVLBgQ5sD1FakvixFJsFTyXmY5DVkqEJgn277/7PIrEBT3+6rNLYkfitXkMSFYlO5uTPTC4GK+Ud/dk+ynOQGTcT/j1/ktYNyjk7GYK7cFE9gxg5o0dyz5Gz1HbWETlEjsNT76OYAyrg3WDZWMttJOQMWONyz/XXjM7j3DK9XMo+0iVFBejSCkO3SAyoEeV1o940kMHG8/xSld7VK1eU/9LZJhPg96fcAoEFRAgGLMSIlaGSmxPefkuZCkXOKVsFKYyYOJron8s1VPtFBJIRS583wqKHTmSvctPwpuYEUNI5S6Z+vMpVXIDCJkYS9NuUzDk6biAv9j2TaYmVcwCI7wdKTYK6HzqcOTcPxvkH0TkWGVy4Sni+jG+ODg3uxvnoXBJ8enb41Fkpwgv304w0iBSpu1Tiuk2ENpjvc5dH75wiXg95MV3wZt4j5ismDJn2yx8CTHi4Fw1w5hzL9GrcJtPDHHmTILXe77OtMhoVThWHN0TkhgiDSpxwqP0fsgznikdDA18HUQf9nxngrVMCwwLob8frizbqrOEYRFODp9fWM9CHDbY3ymha1YENxCyrvWVFBeil32iMLfSh5SYFwU+TaMGo5wwB31ydi7y1sBpoQhcIuG0SbHTOIOju7n+GF90LsJD64rX7bdWs0fqYu9Zr/4eLHI6zPzGYfmok8AGhH1i8xRJVnaJeQnrUtNw6sJoWxE+hS3BYoygStGz2M6H41+E05TDp3DrqUXfOcpj6W5CPOEjAD5tbkz5ZjZq0VgMJxrYC4/P0bG6qIQN4Tq7mNCS1YxrsCjaYbJBes/r1rvfPe9Ob7Sh19XjHLoObrbykCBeH9j1KMVfbiOogLNkFHzhEmMgo+w5+voXiLwrKWDT+8U9y+yL93nbJQtHcDuFdrSH0fqll1BLiDWp1XF1473vLb7ehmIA2Tmb2lipZEYxZpvgnvssj3oAlRQXoogUD6lKX7yGjkfyxXWkPMxOLumTbRFGCpHzTi9lRAQZSmjgWMSi6Xwj976eSElVSC4kYhfon2GR8Rn0hdZzrBz/nxATV4JhtuXe//6prb+1+40o4mary7ktYW0CPKaPQtxV06cQcR8kK4N94f8UtgR9xN6K7I7o6di2jA5V9neZ2gK9CCE1Wp2THelxrAcJBUAhH3nKjdMpxLMH/zYhO82zrz54CB2fhldEP+Rt932Wb+MufRwPRJpaGsyB9yBk87KPxTD85JNWH6TJq63CO6lIieDv831/Q++w2iE4qAj0MyAiY3DiK7CUYjNt73GJF/kWgqjYG98J85cHBS4aCBzGdS3z3qSLHe33zTR/TymopLgQsQPntH0m9qUXToNPZVMYKTFCB2LQAET9byPp3Js3WCg2Ms6drrJH9bj8c709tTnRaE40kcdLa5NXg2hm/ICli0npDaMkUcIYfHzIE9DffR5cO8974U6NLOLrkxBSMbI9pUKjjj6tjpMbcmSqxb71pqRTEHlIcaigUDr+k8zuXlwVVIOsXBVMvz9wDciZnZBUxYuE3x1mrTaWERX1FWjJqzS7xRSxNd36xYQKm8zax9xSbJ3Bl095G/LMoUYgqWFoEJpIGedb97eRohHIVyYi4/6YQnZtS40+b1mRsRJstA3gOtA2nGOq+lvd/dYPLeLprSGh1j7H7xf2+WlDiTlfwjpD/NDv+3rC98jvWxm5/fvfP9WbOS9dZ3yDZSz72IAUR2aNjEhIfpx9jWQESBnGRMOZNKmkuBApB+4yftisUGnpx55SEGOTW0OdZSdYzKevZ12uupRw1aXyixzXI+8maZnqvSTe2lE1xaKTGBKnm5L8srHRd+it3Y3emQISfoUX4xWRbBpkIdfHHCiiwZx7vT5mfnE2CLkvlcIuYsn0wfvaPUutpDkh5hYF3zpSpulSiaUEZaEIkeHcojUHq9Aqwxbjsy0ax78ITe6km1Mov/MJLNH/chEa7KjzZwOBKTOzo/tDREnnuzOjYRcox1IkQt0LT4NWiyR7Q2qjjdO3w7l2+4ib1EjBGPCXkuGSNA2iaJ3Aj/HFcI5tRwT1wJrPTAnX1mhUmUWODaUxo9CMX4L5zwpHbzTVX1X/ERExbJJtP459Lg1hViP2sUKzuMFUDhsHMHI9O650qzi7FEUVyz4m3j8uIhTlbvMBhq0qi4S9Z20NUXjGqJLiQgyleYdSOtTNPndkj4MHpNjK+tTdmBhpThI01ULXJyzMVngg8jvm5fhjvW1KS8CmdkKqcug1SfH1Lm+rz0sEdaV7v1Z/1blgkW6bbEuDAclTp0f4VmxSqkptq/fOdCsmhBWKhAKuYzZF/K6W/UiRZ8x6yIklm/zwuKCCq0mcUvuU1eAZOF3jgkQ4IfItFWqfQl3rouSzAFmqvwBtJ/FZnbrrhPf68CSMa58mBl0BG7czceU/+VisgFZ5L8Fmg6zwAiJbHY4pfBJeIoikO9gB0lhwmv5zOyF87vlqOiyC+lls6l2LoAsPBVaXk48cu0eUWJsMq8kKQbwJCApD/T19f3D9ivqau30KkWQ9SAjZoKYOXns7Bt7jEB5TBaIBbCfoQYs0a5I7I8zFLXXvNNR2S3w5ZhOM78aYNSxsmpOKSooLYR+4Vfhm/E2sSlkrWoGuPy8RBuR27l36x+54dy3EXs8GI8jJRX2e2BypipXzPq7ESsb8kPdNEbeiTnX2hfNV2TdFFCGSlhoTa83M8TMsMg5GaIpOYS+Q1/IxtFxYpvKpYxzzifWFzkntqqkVqeBE2Aee9pBsgegD6abluZEpNTq0//w13007djO3ledcODe975uNJIxl2Q1vG85xz7uboM8X6dqUVH3PbuI8akofh2fTPq9WwoAkpVZKs+Dg18NYhX6bNesviNKQCEtCdzgf9CydZxp+pHJ7uRqX04RlOe5z2kDHZimzixsDEK+bWmXuBhwRUtksP0Or1BcR9L1frVuaOZWek9ThDwr1N1hwY3SfXme/bN03pAzpEDEOQQ+iYJL/2SDvfvrOQ34/z47qLEAlxYUoVopzDOQs7QFHbyTMlQmWccHgVaGeTUmjUzUqxVWXDjdoIZIp2f5IwqHvh2JAhrlKfDFekSNuln1MVkasEWaqss2J7eGPQySrpUpMr1bTAiTPV8h73MeDhTn3tgVa/JzjdpfMRIJQZJtkvwghuYVyDq6GowwrlRSTt/ayVswT3nv8i9AEfzuBKbLt/zktcq/ET51jIhVKqvPRGMyp6cpS+9FmOH7BPuedvkGvbb8P57gLF7Coj5XC/nNlheA3ZT01z5RnRZIVSVPLGNP4gap+28Mf+k3cLCyrMmqfwBUOkVzmKYzNbsSReoPoltNWOKUoY3J7D+pB9A0krIdnTUsWAUnZzbIrJKIks5qIktvTh6C+/2ENgrDgq85A2Rmc8HNFmAlfSt2sqfVa1rX0tMC15UlkZ0RXUlyIpAMnTW8JmZY+YEG46xzRYHR5PrY7Ki4nv7lNPs7H9rw3RULz7X2TVKfDH0dWpW/WtG9GsL1Gop1FKV25N3pJCecXzWEo/o7/LfFm57sZSyQ+e/SeUVBBFO5kJ0EkxLEbeUpSA1smRYHWN9+rB/7gYdotJj88LimNg38/Z6N9nHqjSIlrNBrPeGY3pBkm/hwOfploMRyF0AaundeSlb2RnUSioPzDKVnEIgKe3lAkW0rhKF9Gk7JC8qjJj03CE6afpUKmkoGMWo9PKdYDnMDvTw1WrieEY8IEBAfH6nvMuCcTUcC24j7PCXjx+ZYDyAX1IWtbSrRerlJMRMHYPC/YSXb6diQNZn2QzjnMekgbz302tUqKC1FMijOQ0jBjWB3tsmDnFXcIWSuCSQlMUdgL6SNZpRIfisH6FQl0psAiB+olQtQblzMF6N2mRc6PgqnulhQq9EZ3/O8mmG2WmerbS11gXlPluXsDSGcO303QnuMr8VNNDHwFd0Tp9oliBJSZ3sV2I4mM2MfUJjOif9DuTmV5xqVZmNyagx0NVXxkICUSzgPnvGEET52zThcyDkWOE0hy6ByNxu3ZRZF8hsBunpQCiywagytOnBItMOa6p3lfuhJPG5aA/e+fOrB0qH0KFWeW7E8h9Exjd8+Qvj9nUBUZ6B+GzmPMCLHyHGsrhacJiMIUUPJA3hfvllLoJ0EqVC1C5tR3JcWFGEqh3ZCgFEVf7Frp+uwudyHS+8FtyA5zj+Uln7wN8tReAoaVi2mgxFeiiPFFCFbNHgUiug556rDgJcayj7Xb6VRu+wYYjXGLpE1gzr3RojkxMaSzUvCCI50+kWGz8KrSoZubhWSf8dXImra0m2140alikmUiBd5OdhRpy0vuDECoaDU19D9kbcGia0QV0FbNUn6v3sI3b1fL9HQHX/oEV/qMZVSR9KJrDN+xMT3OCN9caxdx8MtaAXVsG8fCryoHCPHFsFS1i5AtzEjFwn26mRXbBRKAC9xul0m1PZRgp8GZtArfNJa7Ek8H3kBZBYc+vERy18aUgkDVma6XgBEZCKR6t5/AFb3iMIOI+PL7KvKVFBeihBRL2cUK6kbnTBXjYHF5n/BpE02pQGHs3dONH54TyeaBQYo9++VDsGjM8h2nKljJKRTXIVog+CWsczyTw7jIGeub+JrosbYVNN+PmivVvupmX34jUUvyxTihzs6QWzxnJ19gzr2aVEvrEglbBunEWKt5R47PTlBQn8cnNEEWO9rZ60+Y4iUqq6CPqc8Gge4+SxK5v9pM9LjBp+bw36eVInH44zAHI75Uj8CgMUv1EYicTVpLVSQfsRZnF7hXPpREUagoSoVNCkpgcISGRCtFSUt1EdchzUamBgBsIOD7HSTF3w27g6j9W8Y0sfCQ2wSOfxH51gqufE8y3xu0ckRmMrNqJF5FUgQipmx2npPsS7lFjNcXnHuPEYKJFjFbFdHgGqwiEmMDsskPjxOJeyXFheitFFt+G8nfcsxG9S0nnOCeIrwUKHUypFJ6f7OeTGMFn8qgTtzQVF5MJdaNAGJ+4QKPidovaco3praKn0kdpx5xMjZJD+Vl2oV/uVPXviYLjgqhVGNMiJPqyHmsiF9IQTVU0gx1WLqpYNZDfmKdYENQyvBy3CerIjaJDhAam+AqkmyQ5cD7sy0dksfQM5NxdsEpawzGmQdXKa9cdVMD1idwhXhDTc0Q9iKFYBkNJ9op+eW4z3jeUHsD6xQvNyX+SoVz0X730vef4zf2KOeGOqyEge46hRMeNVX8wxCuSyDTdiKpniEMjcwHbBU2FBG2yV9spsTuqmdD1bzg8s+J90E1aIglnGioc+4A8w2h2qMT1aLWACAlui2GNQR6O4hwQryRWC94fjsnJh43PuBPqUOopLgQfUmxUo3FqdBIIVJKm+apPaa8iPwkmyuUJT3m7XWlxI5h4muO50rEMNrZ6I361WVVWCd9D2Ixkr1fHvJhq/rJ8XdWRjVRN6CwfZ9EAxVwJgwlI7VJSnY72MwEiiyca31uRhC8xXkS2V2FVkFV61LrEUh3skViyLAVXvHinpAFnQJnhiSgyKeeNz6vPKY/3bv40FAkE5W9FCKS0shgMYvbCi/oX0Z/l75Bnk18bUIuEOMStS4VvpmsXoRW2VHGsucKFPizCGkd4AqhbC1S4ZmvIQQXEozbV4y4rzXXx6PY7Hi1OdZjx0pDRIQz2/9jHe+OhR7IJp9HFlH3DiikZJjAjGzIuuMj9nxWy56twNhWdOHXcbvJUSXFhRhNT3GqUT3VBlGKZJLWQTLe20T6OLh+QsM+wYgdJr7mkuKY8lpAlPk+hgYgS8mfZUwUztb0Zb5KGErxna+xQgpsch3pjEVEQyNoJYgW2mUUoyn4/HGcOAXVWqX2CZDep5VjRhhT1WBbsY/5jIkEKxKOzOtmGFiW+zLVbFSq99NcUad02iR0FaKeS/79qSYPGlKahM8qYxFXzF3ZxmUmtCNWsJVvdQ6lKOIGaSRyzqnrCVmEuCRKUroPqOlt2+d7Ox9sUnv59qrHIUV/rfCaInkdfrsk3lLyp24ZnWuX/X1L9RKpVsIQnHxiHzBNn4spdoWYx9pGUYIFkXdAqe0f9v2op/WmkuJCjDgpZmrilXiaaJ75FXCyxv/OUYhtu0SWBUM48byjw0iFawps8ukN/L/I32QghBCBNS7iQ/K6GX6n0Dovgph6IUVqHWo/ldFKWil+xkVYtfLMbUntQ2yqN4eEJX4P4tR/gBTPgn/dIVuH9tnyz9j9Lfp4A932UhAjyEah1k3p56963434EdERcBRVgzx3NyPHTjSM8yViN8gp4gkR5hQ1OAuWCucjgLYCphUtiaATEWEabcZ8fzpFSqRgwbK+66xjx+qRypHU0EQAVwpFZTQDMSuEhNQuhamFb/w3Owx7Q07jKCKhy+feyDuvFNTMkudao89963V139Y9E47eSBsIhtprfM+KDC9B8BjjgltFy4++N1i2okqKCzFSpJgH6o/kFFhvrIX3pJ/0UFuEpwiWLzQ+Bd4YNI8FQVRsrP1MVrzZjdm2RWgSrfzMCTcFn+ocjUhi0DnBPcm5rQxytf6z2ESEGfJFdVgEOQLd+jwENq1vEM9UnyUwsFngSDPmzSLOQRIqEFy9P4C5b6HiwCEE9Cv4BqhScZ6Ul+3gMLie8Yi3NBV2EZtXUVoht1D2QRF633XUTiBQMww24ZaK+iSi7ai4PZDsM01A7D7CCaGTAiJZsIYMh9BivDMdb4MXifnU1McI2TNWXP1U3+dii5hxOOeqx95nixh8faEYvtI4MxtvByWJU5MfHpc8I6V+A6GZudx4THsQqbZxEcG1F/kymQUkt1mnSoqLsSMj2VJiu+yRrxGUH7NZDEkNtXOWr2aPX4fWg6VIrG5h3SNOJiUcPwjP506OFWIqT8p7QlOXqsjw5G0wGmYEmy50yq5WcTztn4cB+0akCJOjVgvLRJGjGHcwLuSZ9ohVWOE8t5ZQFJmWdENhpD1p+XNhNgHgDW4WCoPTgFUmllghHQuNmBeRXHXq+BdRpMKNBmxi+wSucKO6YkqZMAAz1oEz5YKgSFSaQcSFwVLMvzssQcUrSnwfjjDBLTHbCcEmJ8lIsDJIKQo2xKn+7ruVSCkXMCatPsjbuMaGrrnoUVDNkWyfyLhnn0VwBs0px1ANFqNEdwWSfPbG4JMtz6914oChE2b4tcawaubOPFi/r0qKC7Ez5BQ7qklmJuX6kfxauxGzUo1t9Jru6iqkfYUN3rftiMYYDEqFyZ3WImpJMhZ81SDIWmEOKXYWMX6MEG29HYN4Q/YoMjkjdEW6pCI5RR6fxyeiHe7si/YbQFGiHCSDGRiJxh4xqwCPMrJbN2tL/aSuW6Sgaku2+2G3ye7VZGiY8Vye4iZj0BGIXwt+Fz199D4rhyLVqZ5ZRYhHc6bR/s0Z2+5m3JT6rQiqujbolCVqp7qzO2RGIOUZEzEPL4/e6wQnlezjG9A513B75rK7F3tnNvg5zdOTIgp5Fqa26RDfxl30bdzVeos9A1tNvjGN3okMHzKD9LsZVk51amZ6KfgsYSXFhRgtUsy7evELT27UTS8MOzPSAz2Ne0R4e3wUv5gg/vD0xajrGvUErsgm0SmwL5p6XzqlQPktU5uJzIbp4wvFrvH3EA08WZrkGDFT+Z/9UFB2eoSUTmETtdFCiOjq3xWOJMKRDtHmKvF2QnLDD02KS7x41JJ+ccZj2IWLia22lZpqJw7Yj1NmAUSCUWAn4b9jkaRmRPWNCAB/O2LAJWm5WbgWpCSS6wnOAACLrhHvG7YazGsyjOsPs5PpIrG+94ZIAoOjYAJy0V2HYPFXQspJUf51oCkTERHBX+fyEkF7bEO51TQTRDhzcH1RYkeJnS2SzsEJaMrMLaY/Hd73Qti/k8/CnCH/OdKCBeYiHu/KUUlxIUaDFItFQgJSi+tUxztupVhMYZ/eg7gxeSqo92hO+df4RWYrRoyUnwK54tvpxmMp8Dh6o3lzUTJYwn5KfuY+TUJSIu30sp2iaIek65zSTnHOVbKlKb5eXZUE4MJbi8mO03HNIqxiIVwHn/Ir5YoHwW7IYpza1XBv2mC2Cd4IwD4OgRujLzbR91vVA6qIl1T63egBEZeFrSl0yZuZUuluIPF6kORndKwnifviWc4+Lr6BuDMtLGQIc6LB1VTfMkTtscxNoHCQKutb361PkSUq81srtfIwuOQ4dK+JpiJ0lpeJMS47a3W/QkyACCclRahuINCBsGZoPPa3oN+cn5dT089lSRmO5gDHOpsKbdLFGShuQepi+PT3G/oMGZ7iJHSDvkqKCzHSpBizHjK7bE2Fc6M6fTuirZ054U2xS4gE23MDuFvwJincHKukVYVpPVUS7/s9Sl20vae9vCdqiatevsYYM36Fosgjos4a4bFFcCJckrRhf5+2Gp2qaqcS32ES5Jh1wgdOjPnfauCZOgANwSHXktJ5tXXR7wGfhz6rVXgfPNsNqBMKG21Ft60IN5+0CQgWXdMS24x2zQ669+bGR9lolp8RtE6kdWkbfA5FbBzSDHjVymgiQQqht70yQ/K+TgG1/t+vd22KEwqPFSkNFZqlIEXd9RZXW4q+PZjQ5419bFe0M5S3E8uzL2jQcgk2Z8X5EXUDIdtm8XW4JHWlKSiV2PaC8JDife6cGS/QzGiuEsVUpKnGmB18Wf0WKykuxI7wFHNVIGX0mQulfo5Y3nFX/YqxFCXDWhmxVVo2+swluDkYjeIgewq6l+9SglLcYx3/aKBW26q1trQw1cLudqfaPYeKQsQCvITCLdXmVvQxKzIWiDfLJrvWYGqoHmFGknGhX1ULQQ8KlC+8K0oMJUgYJHkNWjIdSbrAxNfyG7VE4PUpC6RXUjrHIJBM4SHOXiLbnTuTHx7neCHVe0QizdV8DwkKNRwgys9rNVRWyXPK7QR8FqFPTJoFezbRUSsFu0howK6OrVZr+9iDhEFZKIbPJsixtuyxDGwH1sCDiyahazwXUOzfyjDtkpxAKqKsZpQ+uK0jmIFiNWkwbl+fbV/4GAzu3TnXVDG5aglcFZ2pxrqRCUvb4EKPbauzZ/0qKS7ESJPiy+xDbleZzwt/JWPvnu61VeDojUQwC+BKiu6GZX5/jDBIVRg6Mwxf9G6nVtng1cW+jk02SlXgGLw3E5XLyBTkbTinrQQPYCE/vhkw2r/a8BX35SZe+EbvPZqN+IiwPYWb0vJTYR7BJXX2zVgR6gybRx+F2tdu3GnEwWCQ8a740OhKhxmtx9T6fvmgxvd7Ujf/UOZ30NcZOm7sfdlxZVZ6B4dNiG0rR1RhVhaCFRALnWOESyNTZUwuRtvqdubk1y2vergOSYXJoaJEB9KMQs/CMtsCERuQcBQ3k1CICDu5CnAK1IAN186L2xesjOm3gzRvMJKhuA2B339D64eszjpjo2czrDyxgZFSn6XmUUvQqx8CJ/qVFBdiNJXi5CgrASHVNzbblhpDI5Hjt9tPXe25Mdk70U3niUqtuoBanYwU+DTaMMLP7X0yEDh4ORdmd72TjYcvERzyo9TcBwhalTgvlEQxhPbXUUtFd6HKKWgYKnJaBQ8rDzjWflclXmQoxCF7yPuHtNspKrVOOZG6RQmqYIn38hSYpNO2IGDRNUObDcKia4xZJsnHrBRBicj6PL26PXHJfkpKrlpfCtkcgc5rfEBTpE52A/RxMElZqtAg5fL2yn8urEfpa7chSrPUHAcqUvSvxNPOoP7mnGvv9WzZkBAVKGo0UHCcOanmJN0uqFP4oCDsOM8F9kNFWSoCrImw9Z5KiguxM0SyKYy9e3rU8pDSrU5dBM/H9rzudnw7yz7mLRxTCs9y3NdO7Qtk056aD6JTlkI3ZO/NZQhTi6EmILcTwmkXncqQrVbYFzD1+BfQxFg8/hE1eaQRnIq3FQJf4sW5GKixnWXCKaLjy2ZiXp/L3LnyBVZjb0RztH2f5bmE/Tp9O5LGPocnxnoFkXEDNNT1hIGLtjsUpncMDX18zB6ogTqunecQb3Wd8l6v1LHjxxBwLEhaRbcGLr6Cy10Jqap0UYJE0g6465UGVxKk67w0+HJmCYUOmURtooJGlyahCuOKNZDILO1zhGA+9hC0FxmJs49ZTcImWb8jIl3DVUlxIXYmUpw7SOMqbAr5DU6HklsZrJ+3Rv3SBeQ8/pzySS4x7QzZWYeCgmJclLoDZqw3lPEc+LXbxFirxFsHipovNo6o8+phMtF1bSOTVEXFwEWWWpwJpejwVIp9vnWiOEPhqNZzIh2XIsUNoal+jWORT5J6xnJx31tqHFts2zk+Yi/Z7+CztigrhF08afyGJ5krj36HRFmez9KK/V5d3KzzQ+2DREZ4kwki0hXvEpQCzIkWn7KXKuwnPzyuHchgfHGR6VAU8sSB/4xfwbnuxOIrQwS1qNBTmL25m0D73z/Vm2oR2oeU4r3Tt/sHqvZMYyr5HS2cRSBaK8T7SfgFWtuEslweh8G/0m1nwpd7/JIg5BizzIAzW5WS1/0wBvGDtnXQaUhjZdhXUlyIHUWKfb3ok97L1GTpwsXJsirkkywUjjXCgz7tnQ1ELu76BhIgQqegu1H68kMFhAYDReQ1EY5lwiLlmPhaVPnhpOgotI99hXBOm2kgbJcIVBY7JCBCiocJRSRTpltXYYXZCARHDs6fTpFplp9hKp09bBfHbGID0cD+SV7R2Ofxdh0TMONX8KalGNvscZ0hGpDSLM+phVDag0RGpe0TJbbUfRbe71cR6zYJo0fV/BY4A3Z17YqRLv67Spk5sHH69jYrV/3WMXelFiGWEiNIyiebMZNme+1PQfkAx7YEJOffWoMi532Zja2IyPyuuOd7hb/t80jC93sIktTYDOE8FHtxU5vJEFFyu/DU7OF97pzZ/pGgCCqxR73HqKEQUElxIXYGpVgrgwVT41KUWyivWIJdpIEFN2bvhxdIKPRIuHCPQUaxiwVjKqtHdNx+97x7KGkWwfi178NMmeBZz0KOrdgUxHMeaUsLm6r1TcOr51OLMHVjDymJYlje3w7JhXUhlVnojGcQa2sZ6YaFsf4Cu1j73hLwAVywkUrKjSvSWCdG4A1lK2eKK6Dm+hDqUhcqVEtJGwh5kjWUH9M6rlx1Lh00iBmykpq/AxqZlMREBgcFVw+KXDnZzraelSRcnAtjm/qcYveDEHE3BgeFFrbQrAEfICW3hLbxYcjv5b7j2LVBOraYLgpjor1PuhYk5hDH6oeUt1v95tUsmzEDyL7PSooLsTOQYhsPIoGUdl/+7RTPOI5Ng5U0nUiehrJuvlLRglgIUnATCBXGhWaYYmqxffyMG6CHEGwgt1q8DyatPsj9nuyL8zgY1gu+vFEsI6mH1tQWV0R90OTUVpEngVZhhdiJTtsJMgrqYhYEBbu4TSJFpfnICvq4dH5pToptgsy3b5M3RbK57SS3uFFZeXwE3L5B7pDiyQISrKBIBCdNmLVaD7Ls1uOr8M3gdWM57oteV3LsDrbn1Tdo11X7inB4OpGVtOQlouIiNO/qUmfPMmbr5A0NMePWXjVT5IuP6wiAW37UNWAJDWYe9L7aAgimh7/nvucA8/sqG+XF6G/9GQfK3zec6ZB3+1RL8T1XUlyIUSfFk9yvgKsyMYKrYCuWuOpSL/FTpM6xUAjKY9TPaiVGqJH/gSDCCY96p2vtfQupx6HpVhvHvxifAhPTN1a4BXT2VGGy4s7U3KBv2kqk0LAKFR0bBJF8YbGuDDHPuLQ+THk+y1t2FkFUg3kbc3Fz3Ieb0CQilQjb0MQ0kHksqcRq2vYNGKyDfyZfq2lOhDG2U3wChD+JlK+DUXjpSw8o9fyKN6qIghSb6udT7zm/Xx/slIlUhGYRUnNVp6D82EowEhB6kJeXCPK1IYTY9lb4X5fsObEki6g63w2SVIGZ/Z3kELGRzLfvBT7wOgzueadmzrprTom3V0GyPhg1QIkqrc/uwGeN1d84wbqfMkElZpsIqeBZqRsMN3jeV0lxIXY2pdhOn8DRGwkYXIz4Rcm+QKVebzVJlHICyco+9O0nu2GlFtCp6bjFNCjA01N0i92bf8pNTLp5hXxwiugahLjzqakbe6w4RULMImK3ZPYv2BJn7jXOylHOKR22Thh+cbbVx6QiLhuSohdT6qY/lb+dvsCRyQWAuZnePsVdPy9MV8YsOvr8VPIJi+/zqcELCc73rWxTWPBVb86tUrhVlJlUMDVSxUvHvwjRO6y3F1Aac7Kr7UGa97qTOG2vt50wG3I3wZk2jhLygngAb8MVC2q2TZ2DktBiN5waRmOcZM+xD56BdvA88EXhsWvUXHsR4YDwa7/P6y4ReCkeMFrQqRTdJ5WosVm/JBHkP2ffzZ8nfE+p3fJuJhCWfcwlwYyEO6epkD7x54Rge3sJqbUXlRQXYkeT4pRiGSJTtYz6Wm8zXz99O+LpFOPD69yGcxxbh6TkLCYkxQZpVbP75UxbDyMkPdWjp+wYnJgH7SKRQo2kwpIRiHkyvMMW7OPpeP18CnQMwijKSKpI8KZ6s7clNZaI6FgEiW9OsgNXaWNKdWgZny9YUocVmVWf27BF+CLohgAcvTGpCYNe3mOJ0oMz/t2HMkETfoclim4KRmq9RHKnPaKOvDDLhyZ8nkFTVpGS3ohAhgo+qzQDxolI6r0lCSUFbkOAlHccQ6niGMMl2Dw4wMLxmLYeLokugFLLNUEOkMZUa0iOTzm0bOr5/llsdHOKI5FsjxGIXkXYlZMwy6hQSXEhdhgp5l/uPP/XEprCdywUHfHlpDC5MExdqMfD9aoCQUJ8OyGr689SCmf/OsTUuon4ps2kfRhmW81eUBdTSeU5DskNVojyo+18HdOIqCVymwcLSDnEUhe9UDtijVD75zUJsxEX3pql+J0NgfiGbBQBxEi2VOhme1xjkKwUPhXEsDV1hZihWoCYmPgYIb9roQ0fmbZvXIHZgeQuWUSmP9lWYQHdFEh9D05kG5GeveDT/KEpf58KmhPRplXa0FRe5zNOVXSHDeUjThE0pq2HUxvibZLha13NYXXDGwMr8chz3KQmEBwGOV4YP746CYGB24aigklHlJWdL0X9DhXkxj5fKhRxTh0s8O3i8s8RpmwO7oudYuWkWqnvL0Du1eBH/67UrAxT88/Hdq3U44RHzRUoS8oa6HtLJcWF2NFKsYGVIJywTvYGJ6Qm4KpLg4pwViqFRNStltIcRgXxaZB9hZGK9xi2E7zKlbpgGYMAfszYhfUSbG5JORvtq65bKTdpRUr1Z+wGESGi71Ov7alI6XWH4Ag3CU6qs32HFEkzSAD3xRvq8eb0fbEVZB/J9Cm7Idi+sxxFOlR0eBahfT00AAjE2Wk7RmiQYN1M1LlUmmfNEVKFktYvtPed/PA4//IZxVVqPafAQ55XYZA17OmOGULM/+rtfpcAm3zZtpvNmD/0Ajn6flrjl1AraocUW/voS4rQpBjwkkH7GPhy8UWo7zfQ/a9P9zqJEBPGZ68nOrNyLoiehZvuYn2u0G+vpHBwGEVzPtiWiznd/hnk+MNIPt/VQEQc1GagkuJC7FSk2IfboC0RBuk7Dck5lD7FWJ24tnmeK8O+FAVpyk+NknkShBrV2Y0K7Om91OIWtV3MWh0strCrqEMXLOMmJgxAkmwVrGglN/g+K3/dSpnQzVIs2BdWToByY38cr6pN9BKUXw5fcQkuvFX/I5KJsXrNUZF9lg2FTsGMFfEpcu5Ti3k+prfDHyaEN0KkibRoJ+mIcFKWrU1yepAtXzORkYL0+8XBLyfFqQWREAO4huAQKX4NyvVKKz+pve/RvG1PGoWCODPEC+QyrA1OrUB3nUIz/G55sYgtDcGr/RghOvOSa10JDtYS0asxTQm63zIn7WLfgCEMsB7GNcVNaoYFMaIwAdL9rJLiQuxspFhKEJAIrY/k8vSKqR0x5QpxqI20OB1b2C2Hg6sXbhca2Q/Lp+dsMpvlv1ODBjZ4aJaf4VzciouFeKbwOgRj4RRi6rBCzqGPZYoOQ1XMhS+xQUJKBJwCpj+l120Qjo4U2zc/LFrq2ChyrQ4GOu+wIsRSiPz71WtCgWLoxiNZVUQEUgMkhPylfJbgKBARZogzPbEmPvYNLaVLl/5tZ0T0EZFDeve/f6pcBLkKRKtgKM0YKxBVYWrfOI9CJDtgQ8lp0DEM0iZdNKLrjcjL6tjpCLpAUapPkRQHwRgvzjQQ9cjqFZDSBIhI+K7sVtyx7WQUCzrHo1v/B7chqZbD8N3yfVtbftyy1OSpg+0My8MtqvWB7RJR8HuppLgQOxspdr50C4rg6nPBKqqz7RMphHjSQ35bhA85xFS65kreSU2EgfxAdyKRKBiWkUiBHM8d7a1UkZCb3H1p0VB8z01KKUZq4BSqwl1o/9Sv8y+c5A/2wFZKD0VEibUjCWfCUJlzyDGH2qbygK4lGDe12I3xbPgtFUoxzko0SMUaBBtQRJHRSED8nnMqvwMWkZIbo+TXbZafkUxiOAlRhGYz5psEt7Nr6EFvgn3DpwZ6q/ct64adX8yREu2bVAfxi5E4Gf//7P19+F1VeSaO3zu8KZgEG0qKkJGojZIIKJSpYYqdiiYWf6CIgCNYIy9eP3EuQmP6hY4QGzoMhdgCvQJ+oSXUxEtgfuFFVAqd0MZKGKVAcIxGSomYiASlkDgGiJE8vz/OXvs8a63nWW97n0/e9n1dufI55+yzzz777Jd73et+7keHO5W9mvwozOB3uzVShHYeCAtu0O1r02H5WoNJCpF7qAiFnOciNth+nnR7STECqSjmvMiKlI7ZRvg1I0LgrSQrIC821IWSlqXZMntSXIidjhQ7MGrvevbTpSqNLhYSGmI8XVM0zYG3xH9dKwbDBXfQEoJ3QcOc+9KjyASk2CmsG1jmFFKrqTBOwDW/d30lMmQ2teiPXzi4deWAB941JNo3I4kQmf0vdr6jQee6ICl2rBmdT6/VnuNjnhtOl2ZnFDu2iWC6RQeRb+ZG8wSh+dtSfoy1JLElahR15NrxL4Aw577h4NEklnSVhpIZjRSFlJEaOEebOCuhwjxENK3Va4QaM5xZBX19Yz5FHoE556XrbzNjmDlzoCH3u+fEsU3K3URD9gQlfha6uxblEcYZ8t8uuuriuc7uUif6sHG6OiOROlMR8imnKLjuIMXSdTI7AKbGwsXQk+JC7Oyk2KBRiLnam9HXftTgU3S5F9Y2xFmCZC1xCXZWOD/e3xCR1Jtz1+Cq8/kE0XYiNU5RCW+oMEyBpz6z50xxXWnTjVSkrh8zf9QQYMz8UbRpxoGrpgcVW64Sh240RbaM1GLEQIEUEcl+G6GjnDuoTi6yxOlhz19XgwCG1YQya5MU3VSTGFxwh1qw1Sr9IbEwK0ZUrBkmwy7YTE9u+oxXMMgGBO612vJ4dxHDVh8TmLZJPL/e/CSinmoO6/yKWW4CijEfIDXe57Pk5c2Al/9ubaPXRtVlT7KplMxEhfzgRakY9bXJnQT1YtsMlN+CKH0g1pPiQuxMpPgpLMrK4SuFqhIbaNMUqYiYYfmJ0WZUuIQwtDm0HCDk3nhj9o4Ub3EbGGITyq7tunCmqIGHC4mMJxTpcVuFdJGXfJM5qrB0M9EK7ZqbY8HAgihd4crtdGUKWmN5xnzQqE1nmv1p+YIdInkxobPYqJEioWX8StwpznZ1AUPkXBXbFApHB+iRGbDmevpzWJfe3GJfF6Ht2oSLilp448qrfLJ6rJ4qZM1eAFZu8fPkNz4pgeuVD60zxyOeBGEgac6p0LklXkMeZ1aszSjvlKfYMfiA2P18o2aPRzwOstP87AB6UlyInYkU52I9wfMUjxSaj43ddMwNN6RmhPJVY2gKgOpij9U0zMy0PG6MJEfbgSb4DI2nLtlr7N7IAqQ9J+NZUsEx5z4vaWOUeEtJw4IW0HzGn8jcDF55fzYNbyCcZLtKr0SsNVLrDhpCg4h5eIWIZPWdw72xqefOuvjdKPV3w/wveeevNkMSrRbnik9GLvIoyCkRWdPaqrezYOo7pahwp4Zh0xnigta9zWAv2IooP/+CyRHm2jkZDWks8axL0/7N+e0OaAVl0hBgtQBNUKrlgkL7OW99/LzYhub6ktW4RFHbj4NSC1F/f1OcGiTQjme+qLAuxZol7Cd13zvpR09hkbdIT4oLsTOS4qLCm7th+Y4Nop3samh+Ye5p5QV50aIjYeotVbmUtiVpWjPgrSxOl3AgTt1k+vkOAclTk7Hp8VhWNSs48CPU0rbxCYLaKpiIRGLDExMM2UuCuTFFlGI14F5pzMGXd5UdfvHn59nZNFBWuJqXS7qbosMMb3toX5sEC7NtZv1dFIESlSeScDI5C+3Vs024yCeVWsIBG8Dy33kl7vSKwczvK+WdZvtbqfvGGjjsZfFYmbEelsprBs03Yq11PQ7mkdfXpFQrWyiucsqa8cOGFIlFkFkInC8aeW6OF0ZmczzGKS2P/Q/Nzy0evG+o/KZmMyclMYQ+cubTItENFfnxe/qBq6bbv4tw3ef7W1W1DRl2G3AtOyeeqa0cF56QoEyN9aS4EDsjKU6B22GOj/AlcswRI8qY9CrRIoge1ShixI7hCjxH1yvbam4EXRW9dK08WduV0FiFKKwIc7vFadsRTIsgGl4HrAK6UEV62xxLQ7jN/4p/NMtiEbAfuPFaYtxWDe4XtpbLaBzCEbzxh9ROYdrRO75Xg94orCI0mGhubrU6Ujr9qJ1rEm7E2jQLUOoUOley7sOQzETU42vwtC4SbJYr+UMD9lBDAO4TDfkWm/VbKRcyYfKOpWfiyToPY1lZJ052zXBnlOaAxIQFPrt22naI14mka2covUF5TVMcLyZ7O24jyMsGUhc4gnUg/DqmeJCLCPROhpW40zsvUmY3YjGMRd7oCfWbIgV4ZkDEZ0GPfwHJM049KS7EzkiKxXSJCRj6SBN/xRg5Jhr6i5uLqOMH5uqwR8QdLMeDtlUhU0E1BE9SQC7FpoESXJP/9/yysAAnF6GdzV8LTTt23bkqE1fgObFTldV5biwxG/a/RLiRadfgx5aaKyq7MWIced1TqYX4H1x5lXeD5vv2oVSiXqsq8/BK+xbMIeytxELVKRcxlKbfaHgWenZ6DjipdW/4XcXpWb5KZx/GVFRVJVSEhNyCujFFoLPcKFCknO6NJGuceK5lqMLu724awrjXjntxP52JYcc3IntgYFIwcpuSxH4LYxnh50dK97+cGWvMX0qYb/ODvdzvye6Dq1Lu3YBufQx0CTXoSXEhdkZSHAJvzmGhJfFylQlzo3JVKd75LvlGI1gFXBVaU6WLFJMCRHOXGRmXVwCiUx0VKGdQwFtOJ6ZxhAqq3KlWIrIUyuBUY2TazIUfRO9csCSyVZPhtu2lifxCppCqLMHahkT1KQuuqn4wBoq624mwJsXcjmKK57pE1zYAoswW8hzcy8kKfMWp2cmQUwMYjtkI3W4TQkmBM2+U4DRNGIXH2AxsozMF8DOERwp+znQU6xfz05YUkVkpHIH7pUfApWVLi9G7FkikgrpLhueLAbcLqV7wBC89pm2yfhvvd2Lnc1bUHdmDBSKSG5E4VrtQMXVPiguxK5Bi04pZ8/2mAHPut29czpS/dq6qFoqzhP7tpFcsa62iRwL2Zdyps9R+6jjs5W4tF9oOXojmd3WL5bpIsBCLq4QLupgCwghxdkoII8bvEzZBes7CV+QFeNFdp8003KYiBhkkWR1o4PghkTFK8X2Idix0m7PEivKyUGccxwadMVU4VzW2CmckAqUMwlKnsM8m+BFkBuYcTFEPn4E1AC6J4JKuj22vKZj/JdELLv2O2mc130satEvPCWQpRWlMQWi/ul3tUo4BQ/5CyRmpvt4ggQ11jkuMmLPI5ZVXEc74VpYvOqsDXSr21puszEPtgc/smmf2d4ntq7FvuAJCAnpSXIidlRTj5EfsJyYoP53iZzWNOlwLxUKCp9yaog7uNcayc2wiBL/rXWoYPhENGw0okNTRlDbHzcUv0Hq0CEJlcXOTqVUlrxXuXYWd+BRoHfEkuIOOSwhD8itM+f8UC9R1XYHnkj6TaHjjktqypnTKS06y4L9vTZiTFWFMHP6tkV/zvGJv4CTeLY7j31PzVIs3BIEUuudBUuFiLck8hautc7uLQRVO/IE9I8FTXVpGfrVuD5syYDHHTf2/F4uW0F2sGXzxY1C43hiSczaBcMEdrToVHvDAu+KdL1Owd7rNzFKXXa94ZCDhEVau+tf7xVMOHXW+SV0wxLCkMx3Vv7H5fRyC6l4z7sX9RZ+TWqgZIvJGkY4muHBwQqpcmw8HI5OB6zembUofIKTCSarYkehJcSF2VlKcA89SUd+4VKvFLoaQyozDXm4IrCGt4tThM0hTiBLBC+2yGoHUCBXdcS/hjVjrjw5G7VF21LozMPhMQwa9gq1EL6qB6GUGBsTUUYhbJRtwMiyBEWBMezG8rEKmLyFYdgd/AQyIpRKldgmhOP/ZfV/T6Y6I6CUMZoYSi0A5NrgxcAELh1vQJeVFG5xN+SqTB+71NF7KDv2tsZmkLtIXohGRRMkFy9m+471BbkrPPQTfiuWow20TT1QFtP7tgnnDOVYFYxkwpD5wrbwX91t2wAYAid0YBUg2DqPgdpGhrOLxwbnkfn6uZaGoK2DIUmfOz8Rz0rNM1GgEKF6ro8weauhJcSF2WVLccTc7TZV1zfMapClLo5oaxYpP91g3cOsDGVExF+rDkU8E8f729oeE0P9SiERa+o4nyERUUh45edHimqzItQiZtRRjYmqwoPq3yZ7OwiXxm52LoG/Z2DzY+lySa0h8kPwWQF2foOwT2Wp8Y6U4AnFFmJEg6bwLKZrSgHSLmW3SiFvs2tSBb9t4dl3/MG6aO8yiTTh/LaU44qn0CLFRI4Xvg5vmlvuKY53kIsk0EjyChvdn5aN7WKxPsweL4jK618WAK69K8jCnqqFqdzViam5ECTXLrcENVqHZEwSPTKYQWJFYb0azH1cQ4sLBZkTPuZRZm64sMy7c36erOoqeFBdilyPFiSNYC8pNKlYcs5i9rnqLW6o01xPofILaWcsoUatpoHB0YU+wCg0SbpyxkHoRxpuXQd7aTHcb8mJ+J5EU1wVfQXKXqfq6cO0Qri82txDneUK8fbCrCNfFGFnpGpmDruCFO2FdXRNs6w6bmfpCFJkOFlqKD54fvGkhQax3MNm3yeeP+Z0dZTAlnaKkvbZFiE0LaNde4RBbyW7hkWWcrvuau8C3/f19j/sb5EqGJYgc59mboBFmfjyw+99RfPGCgdY+X5/tq551oVh0252YOTMQaNu+2ZDgWWDbEIq7U+Btf13YzAeRRiVWY9civ2/M05xiTZLArX03Yu3QT5xZ3NiT4kLscqQ4gGj75jHAKXDUKHODrn1bn8b25mJ2/AsQi0ZU1dqZdgzlT6bkGycV3Qmk2fMSlyA1zu0EXwk0Co/l6UwxYAcgeow/5qsbGlITMyRIDSxexB9blgVrGc0XrE2vbVPWI8AEykse6RjEfcC2NWrRSIV2c7gLos9XS5vIHeydAN9aYRA636LJLi62gWhdIJv2Vv8GT5ReRGtgRbjVN3C1eLPF4D9HMe6yM6XXkMOxj2UVbtezDebap9kp3vwkrHPHUwHZY3e/aDUC2hS7uJk5REzoYufCJX5clU0tdDtpK/K606UAGN5D6gGBuz2l4yLzuzQ2RGEGxR2EhlRk87tqA2+x8QcXQgpnlnpSXIhdkhRrRXc1vHxiTrqmtj8EJP6VG4OlwSouYWd1F0Q0yw8Yimhi+3M1oSEdSV5BDsHvKbVxJhraE1KLm85I3V8FZNpqGOIipDSbz6ov5rE0BVPc9sbS376weYeLTlMfJOzgHGsiary+B66a3hz7oj/4PPjT+5lFrlJkmkgaOs5qngQam31doOxZCDXhUdBFUaW4rsCA3bNPRLJ9LUVyMxoilaLyH1Xw9SzrAZ9hZcfAvbi/KSgPDoSF7+aSzliWshnkZXuNLwHR44GowVoFjtpEEo7L0IzRlDXjaTvBFqNyzn23eJ39DvxzzSznMc9FuqtG0JPiQuySpNgFHzUqiOaIXg6itYPEChcpioIZXVbLPxIsthm+QWjJHO37GFtnuJBOO+GDmZfnBQgCw3t+iWaZXGWsTRZzFqdVFMagH7ggCsdYC0rbCCcjUUHY5xuzPJ+ua/O4F/db1g6j6qoJGs6+DA4UNKRYVQJ2E6/gkd2lJcXRm8UZBRKyTg0kVc9qXNBR5m0qGqW5vnnPwWAgrV03ctMlDIncQFAHv0Rp19s28ZzJWOnnHYtqfF3UlqOIB0UUDNohX4GNls/XKMaqcvw47G1YZ7dV1oh1UvMY1mSIk3s+mItaJ2I2MGoXs+amWGjkuyRxojkOpPu2AkvIajEYLS227klxIXYlUpwd8cMOxBzidU/kom2wFeeKB7vYInWu8FwCCebqq3RyBNVfTe1VpkI9cvwMLIK7mhBUrIOEIyUFIKF4simO4csmKktHwlY9PdL6c9B4xC0GYwJGeFNsB0ZVjnp1lSI2A7NPpH3gEWRO2lCnTOTaSBJ/O+P/C0XpueADYa+w83Do86sJx6F6rBtSLEQaenBVpowbZ8qNEjOfbuwQm3BR3C5iPn8x9PbVge+lEhqmMqbURHhJEB2p29L3n7JmfKPUHgcluScRxY1THLT15boQyXDCPpWm9bW0hqxYNRK+Iy/g07zVgW12jz1pH5ptN4q2pWyzWZlga+fEVJRQYyn5Dd3fc3pSXIhdiRRr4PnCwyfZT52aVHE5ksizmcLnaoU7lZYc4aNIna6y3aYLl0qc+XRSSHVkCvRqs12C19gQ+Gr5R7ybS6tK7wgexjJrP7qJAZxIWWTP7T2/Tp5x8IrlKKIuNwvp+zR1gDeuoysWX4+xlqSqbUvxmNy8xCHYvLhxzNI4RoTQoHgl7uw0jzsbTqxbyrEUrJzvOuO8hqbINde2RIIhgdvMvAYqrNByGR6zrn/a75Zrf3P3p6umR9syZ7R3N4rnIoJ/nXauMUFCx5Gg2raBRZ4Ts3utMWrI6uDsg1x1Wd1HMbsS5xEBw7JrI/w0tnu2Pz19Sp49w4Lrw9smoCfFhdgdSHED4xcO+YYzPMWmAUhrMFJ5AkhNmjCkomXNmLwJCVN7UW+bc/MUFfEIcshETK2PZZQGiVmKSh8jdjUpfILQEOekrkVaoVwBcpTTVGhKufEcSoMEA8/SEEPEnpLdSdCATXNizn3xYxVQyWGjMkeiwkyxnTnGm1kVR11NUhOlQarj6yxRJbNTITTFOABOho/ZCL8gOBa5lgh+nTwFlK7iBWofWsVYRjzFBsdshFxcpSCZ6CaC2yVycnrNssbiw+PXBgtMyCL7qdBU6GGDjuF+d/drzn6WkNqkhCMnIlLDyWYVq8u3vyfFhditSDHH5d3/1Lj2spF62SQPamrxWkrLX1cNSS54yJzakVRtzdPdSZJFDrR4LQEHP3pos3wxOQsg1PEuZIPAsnPEiMBgB70SZcgZnUmFOC5BlgZ85rvwZT3yHLBRuJ+rjmdSLAsa2DFuZjli3ng3cSIl8cWsc3XirYiTlpgiVlrs6w2Gn4HvjdbIsWvFqqe+k9Q7RmLF7nWRLqAhuL9ddqxkhje8CLl+8cxOaZ7vGLDJcGIahGblsN4f2rZLBHWbbZP/3HBd/BqHaZtUAu/ex0xB3z5fny0q9mtww0DozShkFcUck/GeAG3mWLNZmIG4lnaTgt2OFP/3//7faebMmfTa176WJk6cKC7z4x//mE466SR67WtfS7/5m79J8+fPp23btmV9zu5Kir0ECnYCeq8ZnIpgQZ50DpuLj6Syxm6SbxZa/G4Z5SHaYXC8gdbNrm1Bk3exCNwgvWVvxvDH4j9aZjW/UX21IrJxCNsbPrDV6fYW8fNaqEmslPzAbQqSqnsJYXDTZTdeiUia7+U2KTEozRJuBndtfXJakwZlvcvxIOGwl8WBJC8UxcmPttu2FPWUqc5B65OxIQmE/piNyEtyqAmqZpUozU0V4ewD1+OsqXtP4WprGjr1pp8rRmTZzSY7XmBmv8hp2PAEgXDlVfE4wxFchzWBQ7NxnLQ1T60mGs4ARBtduOeWOYYTlXRxlRESbxHmbQgW00UL7TDTckfkFLqJA1PJvjkGKTC7HSlesGAB/dVf/RXNmzdPJMW//vWv6e1vfzu9973vpdWrV9O9995LBx10EP3pn/5p1ufsrqTYgpBOwclvM01/6qDATvIVSzaK2HF9KTY15LA5sUyf+cibcfTGbN9iLKdU8x66fmi+XBdtXTV45IUpRy7RtRRIZ99lFzVQfPARTY5I6iT1YmSBgkYh0nuCbUdtNUNUvHkXRUGBvp6gEmeD8wkNydYae2jWihQLyJFIy072smlruFOaoUEbDntZXU8WEry6SYrx7LRrhotr8HSQ1DVWCqnwNvBZmPl087p2ffBI8cL0/U8UOD/d7bpLXq7NoNwi1AX2EW534MJHUUthDvc+hgmDx5sTurqZtzBCKIkyRO3bM2t2j5z1Wkr3uvx96CncRq2u/z+bMBSypsv7QRo0BFOYxiecp5oXeRt8Nbklcd7tSLHBLbfcIpLie++9l8aNG0cbNw4N3F/84hdpwoQJtHXrVnV9r7zyCm3evLn5t2HDht2PFEu+4RYHWIqvOLWj1D5fny1uyykgWxlLSWvQoNyMJVLs3tRW0CDWh9sxgpFtKSgpqIn4DjcQ6IAH3uUpTdyHnBoTprWENuAqq6u4hogazpTVDTcOzUNtJeAd6UId5A6B72VuvrsyxccLHzWPewN2XMZakMb2ZckAJhmh4+xUqLMaRP7Nbsqa8b4XViFgFgyJUs5Bd1pfu8mqHuhaZXRJpzlHJRuVqxAbMtwsC6SRv0j3y1IyZRXhusWvHAWRlVorZkuZ16xFh4OkmMs5IHF/5aYjnbQV9f0gTUFN9RZLSqghiYcj3WcreXa931ibyaj3qZqvrBBRIrJJ8IlshkB4T9dJHTmIJZV4rweO7X2+Mav9oMnBHkeKL7vsMjr66KOt59atW0cA6LHH9JPn85//PAHw/u2qpNgMvLwKZAMtecJ9/m5BOQ7gYSwlohZ2BxzmP6dU2LlFctfgaXEq9Bo8TYQZNAmJBTU43atkJ2I3y5wuVm1GtXz0HFiPmAxSX2haky3hhotl5yR7cdt6jo0Sqx7HYwSR1LbwdhpoZDoU4XYkqBkgWIMPo5azY+X4F/RW6aHCFpz8aKsYLgkuEZPU4JASnVvAyqdszSBXKsLj25XV/S5TLY0NojkJNpe8xlNsBmAhcszgJs0QDfybKTUW7vWE2wKkWocUz7gGdcpeIMQhcuR5tRU/r0XQN6OoAG4NbpCJuNnmkJfYyTEPEfE2ee7uvro4si4zmJyHl2VBQ9hP3I8eOra3EGgeXgl+Psc+35jVeYMejj2OFJ9//vk0a5ZdWLNlyxYCQPfee6+6vt1NKT74kQG5TCYTUzFUkl1irKiT3IO8Xkuk6NAjdA9hOP3nKBWWsmtIa24byMAFkt9gtcIdT92KNA1RYchK4r5z0yYk/3dSTq7zeWZaH5NeJQJEH2/IX2sIseXv3cbWGdmWLYTg4CqqeCtFakaRjirTLcBJSbRBTgSHgNRjwRuzJJImA4v4Hgvvc4JWJXZ8n4K6vbqrmipFfksI2QWAHilOjEw7ZiOINoPOpsS8XPMd6n3BiSRumusTZ06OJUX8PHjv2Q+MYKZGY2b+tirMde4SFCXlECUmfAjCQoO6k9zFBL09uUF9HnfREvnAVdPD20WU1ObZQ4Yv2FwXMW1TNKJuFWGoKtfXToss82PCOXdjRFjDEwSyOv0xeAPZAhtNCkobc6RglyDFF198sajS8n9r19oFBV2TYhe7q6dYvUGbE8pcoO8WlrsbtP+KmcPXE60MnUbn3IU0X1z9fdSTK0ftZciuZMeM6PQqke0jNlPJFmGRVD2z/1NsGI7a3nVkmVE8Ddk9EkS0CMGYMhcHP3poVivb8aAmHs6QZx4XZ451aYZDIvNbcW6rLoLFwPEe4ZmxXrY1NDfUBTek2RYU8HqB2ODL9fSF/L6NemRSCpybppm1CcEc/7kdIJMaJQSKudx2zznFZB6agtbEgXGL3zKIzJg38fhnpFVMqwgNTo5l1+FIlrCL6H0DM5OIn6ti5ub3XkxQfcZE6faYko5xRIFOfQmDJLN/ovnQlLd9nXXADB0DGV3ycrBLkOKf/exntHbt2uA/1w/ctX3Cxe5KitWECa4Sm9g2hxhLF8x7aEiU3SBuIpukhKYmjfdzK86lh7HUm/6L+TuPg17c0glmI7s6WryB7I2sCnDuDQ55P2MQZwwSYtiMEplDbpvVC+q0t56v6CtufvN6Oxul+tvws5LZxVUj/DFlOceiEc1qlgYqbfz7Zmo9IzrPRXPc1bacS7HJO6aSm+uk4jxBPWbAyY/q8YqCkqyeO5sF0lUC9zdKGNASZgzIf0Q1s6xd5vgICAtB69MoQtuprBlSdqxbKoSiXdWLW2MeXlb9vG1aJWeBf75QzK6hmRVbUvbbGkEiZaDgLmM9TtheY3PyZhq0brH8vbo0S2gAAQAASURBVMvOkWcY63PhKSxqtuFz6J5/7RKkuASxQrvnnhtWhd944400YcIEeuWVdF/L7kKKDWGVPGZENZGFcEK4SvHl7Rp2NCPVeurOvfi63tOca/4KYlXGjgLcZdzS8wQ9tLzUKhED+22q5R8JV/lytclRiLpSQDmp5dN4LhF1/XCDKbm0VAmLTNdeyiblgfkFcOIPRJLYbAsv0DQKNI6PWzduBtHP81RuDnFfCzeaXPsG93O+55cYziTUN6JToNsdQrneqZnfHGtwQ6OQYcENslrISO3ZdaGq9bknPxomkpwUJ0zTqrNCytQ29vfrErIR2q7CjnjN4Mwc224EnxTJp10wtap+GijjIRIcU96tfadZYeoUiND6xqOdf1bD86QTUtE3a2wTQHed7dzPr/3Gy/BY3mcoHlvNXmap13wb6qI8V/nOjpOLwBwbbsdWMUIQb/efOvmRrM/LwW5Hin/84x/T6tWraeHChfS6172OVq9eTatXr6b/+3//LxENI9lmzZpFjz/+ON133330m7/5m3tcJNuZGPqKY0gpoCuBpBw3eAbBaVjrGl+fkKdth1fUYbxtKwiDhIjEtAsDt0pXnUJKVInFm2yi78qr6qfBSDx3GrnBS4h2tzMwqqyrgHoXXXNxvBCWn9WosGLr5/lfSooNIwzjy/jUICfJKQWckoqrzTScMYIbMu/+1XhHcxMC6v1sdY1zBjpNUVoC+ZoGpyCKkaVq+UeGKqtbJJShvkoDRjUbeMENqipdLf+I3SRCUZ9C148U8GtFcPAcUouVfW9NLyeoZypS1AFnGelY5wMqtdjuEtj3AtdXGvPiUsByklHQ5t63Uou2Z4EslVZSTNfghqJkhoZEphDZSIZ222g3D4rlLMlO1BLSPYsji1ukzMp0gN2OFH/iE58QPcf/9E//1Czz9NNP0x/+4R/Sa1/7WjrooIPos5/97J7bvMM5QdWDVBoJKq2fW6mOLD7Gm3breEow1xPICXHOBUVLtNiEi/ToowRslwqXIvAsFsLvijn3+c/xqdr6PbEM3hRE2xu7RTYRn1w0Jk1B6uCAyLZZ8I5iUYXZwEyNnwBv+tScO+K6bob424R8oZyAm+OdH3PmphUbWKUUthgyNQllbV5jCFk3xEg1yS6VQNya97dViQ1Ki40eh2o9aK7Trip8IYapJ8JAyzpeHZXORckMQQOhJsP9PU7aigEBdZT6UOJC1JZUY1W9f0IE15DiXC+vlpgTSr9485MY3Gsnwx5YKokUMRuItx25nf5qePs6swOghC5sKCtxF12DH6uvf21PL7TbGbHbkGKDCRk/8VT4ZCq1QroG5tzvezQD2/AsLms+08S66Ssfm8PVPflT8ozbQo2kClXqA8Fp0sEyuhc1qOgbuGpEQTYqAcHGHa4FI7dblzamkiwn0Y5h0v6qj7uQchVcr3TcOs+509meZ084DrI9nQkFshaZqQlQKG8WM58Onwvse0oK72pCVHUarit8Y3cHtO6p4cVHudanFJLrtjvOGbxmEPcG5uA2hJgf7MLgy0O9vZ35fx+HTYzN35vzZ+sMUoiiisQOhy7hDUVGWlnAGShSgoUo0mdx2cDSsUj/bfk+82bjCuLmtBkTaWBhDWJvRiOsoGrXhnnU6ElxIXY7UpyDyyH/bSApV85ywWu0VkggZRS7iwTUD5dQuIV9x0FXh2KcMgUpzTxchU3NgjU36tIBgPmNtCzdxOQQj5gqU3U8x1e1SsSil0i3MiQTZFbgtoh0JY7IP15mrJcj4NTf6GPtD5rra98jt4hcWD/nbp94fEnHh1GsUhGr8hYsFC5B5jfTlBmaTbjIJvzace4Q1FTCtRfSUm+S1hezp9Tb+BSujhbDahFozUxNFxcihtSUADPbFSIzklKakvsuKsOBa4EputZIslGJpXXkEFKXEB8Fso5DTbUWf6LA+dZp+pKEJYgX16UWiQvHetGMSkqKED/nR5W+IqAnxYXY3Uhx1hQSL7LjZDdTLR4FPNVvM7LbPrsIxe1wuDfQNh3t3Jujq54dB5vUS6H5IjI7/mmd1ozKb8hoUs6xgzP4qo+wPycYCfdzJCVBcAJipptT0xNC+7PYw+2AW0dUdbm2i2zFueJv0dgjOijklAjZaoJF+lMLU5Mb4VD3synhD0vPix0FNFLpPa8NAkJtIomCFjPVWtTyus1n8YKI+M9zOpMtrvfX4sA1VnoN0zal5xkrWbxETuFZwndP6Ya3F4b34ag9b0TpIg0SbRSdnrsdiAhdoCfFhdjdSHFnUHzGHIag3Ii1aQqflX6RVhw4+CBhW56BP7XJoCkJ/ELKR/ZSLrHrv9SUAKnjHlH6hSbJEz1iK0kKOQ35AM9AvMWxCzc6zeUG7/llYla1g+V4UPbsSgh1ezMDBGHfa2qhlv5i4KpWmpUgp7gsddAmWnYCOd78nJCI8YGrpid1TstCvT2T4J8/1jnKiNmiwHam5CV3DrdQMvVYlBAjz4kwntxmkJiYazwHwwGUN5CaPZyp4KpqqvhARIT5EQtdLhQCnNVxM1Jkl0rGzX7g6m6w2LdOxTD7hC+r1jnMHtpYOvPOZ0KsJ1mYF0k6CvSkuBC7DSlmymHsxtwghWgp5JjnIOPojQ2pSv7sGlz1OAH+9HlKZq9ECrKLBAp8WVZEXAZSi/JCXajMjTZl/7gFkzdibVOo0/xe42EXv0lxUEf4z/Eudg8Rmgv57Sn7RZgWNVOqzSJsPeY3XUHIsw3UMEV4TTFeTYgbopA78MhU6zl4IexxoCa5oPnNa3KI/WuCHPCyHrhqenQANuoblGsXSm2jLBbycS+uOS9df+5mWATY2DzazOqI4ISaWTw0e9cBD7yLDoFwHczInX4Yy7J99g1qL/rZhMG2h2oUcnGJcN7VgxOxaURh0VgQ29CotUch7E9OSsKhdCeLdE8xgw3tfqPZHazBQOJ1x7r+OYPZUB2A99lKPUtqkfIGAt2ItQMybM5PKUpuLYg+tOMoZ0+KC7HbkOJRI0E59sA8xakXeS9erk3MkQLrAuaQ4VxfGF8+1BI1WPjC/F3bCY01gFtI+IUsGPYfQU7jCiISiXApztiJrj6WAg3QadvhJbYkp3K4vjpnZmMhIXmaNEZuc1NO2jSCSUFKG+CY6m2djxlV82cT1P2RRBJWgmhxIJPcBSPFvGMoP24MGd6Kc4fEWCPE7vM1OTqkPlxCh0zK9TS0D8w1xiNIjNwcBxJ/j6if9yxY6UP871VsX8UiEj0VWcnwNeAE1FOrzTa0nHHj9omQVTGaB0yDAr8rkFD8TESEmeLneeo9ZjQDuezW3vV96LTtGAz6cnzv94GaHOLePrFroyfFNfjFQiPAAWLsKiPqRRuwLowSmvdy5dJRitRp24yLXowA30Z620/1vTXJft4dzSdUra8mEK2EqFya53iCRNIU+xgWNoTQTF9+DKNRkDKxH+zCOinCEPO/lJadWth9TpvutDzte+vELwVP4epBNznBP52SAnEc/HPNzI5EydHeaKxBq8nJK89JcajPKW6fMIQvNmWco6BJiO57xX7zMJZZsWn2ewqOF+G6ZrXwNgTGKaAK1ihE0jdcPyz/vc3f/PooEsGznKJWM4DMaPMeRH0t4dsRtDfU+zGlGxxfXruvWPcBfl07S1n/WRD7CjwLvWGWN3jA6YOCOi3dxDm3guS4YMZtV0FPiguxu5LiokYF0ol/KuQCjognLVuRbLYhw2ts3nLTXNnGwEnp7MQbufYZzig9OIiuPyuLzGRkoBr1DwtuaKV8GE+v+T/oCb4P3nQkt0i0UoGNV9L1TKYWoUg3oIIZBndgt6WeJgzCITihbO/gutiNrCHFBV7Y0A1QOh6lGLu22cSN8qvctMORbgX5qphBBEfxPW+QSNI8l0jCje2Dk+nQLM+l2BScdk7O227R1juGpihVOZ4mgYL1GYP3mhzewXJdhWekxKEZsh1sWWzW51yn94KdcczJc7QIzqqByfvCEvGNZTNz1XgLgTDp1cZLLNpTvA9I20b33pzjt1ajRBmewqLk9Y0SPSkuxO5Kil18GtvDRDV0QhlSbJaRFOPSPu7mIhZSD/nNdXJghExpzQlykZXowSNxAvE41g3cuvj6Ny6t5bOk9EmFaeKNOdI8o0FkyrIkrYLI9w5zuAV4LtzjONgSOwLjDVVVPaLkoiR7xTMs5lCa52kVYQaK4iQEZxIEkugtrxAl7uU1ShmmbfKJUk2kUjNzjR/YnYWxpohLi+Y6KrbLyf91B0GhY2wrzg0fgzXEoj3B2+417EghTMLAfBb0bqCeIlsPToM5xDkK8SLYNgwBIWI8Dy/nd7VzB2Utm2DEZkU5cvObjcATmw1JzpNmNR7WQK++/iUnI+0k6ElxIXZHUoyZTyfHKI10O65lU0K1ApzUySg19D5huSRlOGM6n9+wPaUhEFWU8ns0RNmQEUZcpEIptxU2hymGMDdafsPVBNhmmtNcHBlxNq9pBfChjnapBS8hokykzz4YG4RmBxhpkRlngiNICDkOAyJW1Iwhpv7ViM1oGIuCe/M1x6tkJfLIiEPoR1kp75KA1Bmb1GsmV+NnrC/7zfn5aKwWWoGdGdQmFzGHZp1yu/KltDsWwP3AiwlJwRmGQCb5bN1zTdnOeXjZOkUPR8D6FiLAJyAYG0dEeiZzrlXEbX7FZ8KEKEL3vNTSjFKLX3NwyU5MKXtSXIjdkRQT6ScA96RapNXFVOi5l3fLz7dqC81gbgLmpptyU4uRBkvF0vxeDpJzMIm8KvnSbk8GSTm85vcRlMxQ85NYW1gNhhhz28QWgq061wMMriBzUmzZejIKMsw2a8QgVlC2hJBUeJKi1hmoudnODVuK+yMaHt+8hXOqGsxnRMTZEY38OGkE2wPFagZapnFXSQ+unUI7dzTS6tk9mJc5hui1JfR7ZPr1eXSlOZ7N41DiRM4xaaE+DpdIv5NgLxKX28FItQHmxMAZpAzWi+12iV3ygvaasxIGE0Jqknj+nJfRSTID2H8wU3fyznfo9KS4FLsrKQ7hEIxE1CIiov1X6EHpHGfyz1em8i1XQWZf+1xohRdR7xwfufOihY4LGFIalwT9XkLEmiG5P8UC/4BwHnOFX7qZJBWk1dD8x5j/pah1gg+8zMDBUswzD+zleFAsssuFO4jRpjQ34aJmwJozcEoleRIM8ZOK7VIGnCkJE2cTPNJqBgOHIy8iUfUc1wNObZCxqCb4m3DR8DvfNFdeXyCqLGrBqgmlOnBNtNtIZLc4io0hxffZGSL2Bg2S51ZCiFya65AhxOZaHfIKS8dhTrORGNQ84cxlXDJskf76Gtco3qld7EaFxBmpsUZPiguxp5Dih7G0s6r/9V0fRnPz1hctDDDTYLdicOGoiWtKN6JsdD26YAoOn/YvUnESCtXMvuQXas8K0eK4OTL1rQJpt6w2IaJxeNoo7x6CrygH3ndPaJ+bwihJpc8hJe50aMvjKUpgn/EV85LCupKZEI3MetYKR5mWBgTquhi4ki0S40BbZ7N8rPOfpr5tIFjHT4r1IUSIP43tzTpG3QSNqP59a7IlksbZGIlQUVQgLsCQX06Cs7Prc97DhJ0kiyBH5JznyRTB4sB6oCdZk1LOl+H22EWf74u8dUc36dDQk+JC7CmkuMinFYJirdh/xcyhRYO1jtbUuOTq7Bopo+y2kNRhNcKn3mf8Bhwq7sguBBQKosQub3U01CGg4UWtbbvuIzD4p3nlJCQsy28arjIsKcWNCv2SfzyJCjpmNDcBs6+49xOHvdyoptpg40asDZNiDVyBdM4nzdJUnPYgKEQrcWdWNzwVAcJoIaXpzSUYqlqOvcgl122TLwyMah3zUbZR4EcBTp5NXrFaIN3RgDxKapTfOBhpmVrIm4hUOwKRTmTN89r1OaULqsHDkDvxSfcnc/3KKbpzIQo6tw5mZ9TZnpQEngSV2Z3RyCLYOxA9KS7EnkKK3UgXzKkVwmsT+90rPmLp+ZC3eP8VM+WLfE4xgmnlKRQd5ICPuufhZZqHl2kZHstu4NGAXWDMBZavaxkei5LitsUQD2NZq+YeFurGHcnqTexGeB+8tAqc+IO8bcqVyeqBQbAgKjG+za38l/ZzsEJbKcR0vblNxCA/L1OLTw1incxWIrxMB53QBt8h8RydbJNlEYFC1lZgv7+Uf65GPjLEBiKhw1ZSkVMjLU9Bu1QAYwHJbvQQQiFZz7FgWR+XoFhLRDl15pBf/4yIY0hxKF9YwsGPHOYX0oX2l/OaK9i4BF/N79fIbwvrxeM7OZ3sSXEh9hRS7EKcztOac7AT07JOlERVdYVFoL2ge361C2XQP5Zw003Ki7wkfCGTwC9m2wnBXFXedMLEMYmk78Khwmped2885nnMuc9S7X+KBc3fUn6xIbOhbONUwutuk0s2izOvE2FHfsU/jE9zJxdBTRZagtcKXE4Sg2aPUBXW3LQBBZIaFbRqGBI/quIFYr+bELcW2rZr8LQ9+OSDolSFXMESAmkNPULgx7imDnc22K0hzpKwfRnNfk9EKGosluhwPiErR5dItxiU2CeIMvzPubOYTWMQe/3JXe4kZA5mpTjLlPqVXQE9KS7EnkqKiyDc4IqmmOVVWS9y4qEW7wkZuoaA5vrdokHuArgK/HxdaMSVLms67hIkFSw1wIxsH7F1MWMe3Yb48uQR6QL+bVuddL1xkmKce8MarhxeC+nzCaJadAJI9BwT6VOhzWxFbSXJtukIRWkuilooM8U3ubKdT18bUmIUHkZSDDHehIuIViL4HVRl0xmMbcJF8cYX2rHtFJumWCMk76+7bumzVIWMkdxmGcwYSft4F8356OQIG8LLia9GeCVyfIhCmvnAJfXaYX4Ty0Lh7hs+yO9ara9nCLvyEhPp13JJnJCW1cjz8S8gazujEW5wVGNpOiG3kDFxEJxkG0rt0LJw9OdSCXpSXIg9hRRj5o/852qSZKwUOVjvFJLYK5afn27IWSgKLoCS7fTWMW2TRZgPx4CciARF+B6GCKu+4UtAdAns9IFQEoVTuetdrAJNB7xoNTciSsjz4UR3PGTCTMQyg42t5dsYvFfYJ2mtkOtlSor2zHsvLL98lcZaaX5LTogtciPE3S2iwICIZ6MCsn8zMsWZqoBxItyZl9a0nM2FQ664Wq7uq4iFRPQ6CsqvR7w7aOwRaqDAr5OohgSYE+HY7Eib2ZIpa8bHfcN7x48NXHBHlp80x1qwikCrCM11pwuSfDgGpNclvrkF13tB8TS3mQUZ4QzKKKL1zoAy8zfC79EWPSkuxJ5Ciok6nIbW/MWZCG6PEsbOCxxM+091ND0dWRfmpFziwEVgBYulkqYeuyoiKrGt3EPQO2/Q0E4TTItwPcOKD/z4FxC+WCYS409ju6oQjwQpRWNE3vQ47/4UaqhCREMCachwqGEAI4HiICyg2vHotxRMQl5bcuwvf36rjpIh0st+Gymv2H2uzbmGC+7QlWftPaHW1aH3OYNRlxynWiYkX7F0LLpT49J+kn7Dlbizdfa6wSpCsIZEa+KjWd9CNrrmvTmZ82MBc310/cUB+B0j7cFczvmrXZ9TmgS9cRdhkT0pLsSeRIo5TMchPq3cRV5rF4j5dkNFK7kqQO7Fcg1usC8o5mbtEIS27aa9qW9DxGo1OGV6PwVWO08FXAk+EkQERLvPiTB2l3UQiXEsqP5GrB2SZOEumKQGXwjrOPfeYwq+NJ/vYlh2gqdwdVLTGi3aq7Q5gAZJyeM3Oqug6lgMM5Mj0WMGmPm0fONsyH79vzI7gpvmRgcf1rYkFBhyZVlSbGODg1F0+tKyW8U2zea1o1t4SXMRso/kFnXWv3WQmEbaxRukKsRG/ZWIctOGun4txes7C4FzUSGuXWRKSxiP4f05RUCw7gUC2c2tTeZi1Vac60Wy9ekTuzn2SFIMeBepqDWhxTTJ9NxWqKWfFbqAOMUM0mc0BNlV7wCL9EaJjDSdXN8k+WjeK3IIhKDjsJf1x+ZuZJRcR13lRZUz1iNIhCWl2E2MsOBecW/2VWK14M75vWKNO+hCDL5jbtxTgtocitFT7S8FBVUpSPG3i8pkpg1AVEMDhEgcKBQUXhGRfY4k2i+wf4HtQ/BDG3XUfP+QOpb1eYsh/gZP4WraUFp7YSxujDCfth3yjERtFYl1LnOvJRq8VJT9h8ddyC5CxGbxzIyfqwy3iGxLsroWtqeWkJqK4dUtONfB3LqGHYbAdQ3TXhz88ZOdn0r2pLgQeyIpNtWtQSKggZ/oWlqFg5ACbXWtg68Sd2H5eBhLBytPGDIfjkAmsYTUKfcakirVaRySA6NmZM8C5ETkaWA/Lk+z0FQj3unOIsi1l9hrKiItW8PzRGcg6tE9Fn6h2qmwprANgZwDairCPSLByWDbDoglXaVKkhaMwsg+T2u/bM6NaIFp5jkUAm6a66neYsyapIx30Jmrqxkccd1Hbxyex3cpxJhIbB7jDcDPg6qQN4MyIwRIx6YzGHKFgn2+PtsnpgoRDhWkmRqI1ASIIABq4jxpOKvoFWUnqNpnYnBf4YJDQ3rZfcb9bjFi7Crl6gA5IBw1gx5GbkPX/wMeeJeYQqHhmOd2DRrZk+JC7ImkmGhoxnej2TrvVieBVWOHeGpoOlELT28NSW1OvbkLyPUmEpFFVoq6BTHP8QEPvMvyJQTzegXELA0cVtvoTBiFmhcCihYNpdguqjIravEBD7wryUe3Q8DIournrImc23JYbUFcg98EY4MybV05UXJE5FmMXCWyFN7vB7T2v4oKMWao35l/XtRXnoCQzUJ+Q/6HqoOZGo0i6647p7Ay0TbB0VgHOoCm8sZsdmfWL0st7YnStjGqDNcD9ljdi7etrvUFSOuiOR7B67m0vThzMHvKz9W21sCxQk+KC7GnkmI+YuZoKqUvh9WRzoKmEEvLs+e6KvTz1qMx6yX280Y1besFcwsaurq5N2BZkxIpNhdAK6/YJYs1Mc6OzKv3ZSh/2JDVZhkT5ZZyY/6YvIxY4BeaYn0JQy9vqmnOrE+5M1jksGVjmNzIr1kgy7bDlTeVvGiZpJhRlKhgyKV606u/k0qGpX1m7BiOGix9xjEbYRPnzfBTKvZny1JgsNAB3PPaHRQb4hwjl6NAdHBrjj92HGa1HyeybWQSEZ4MudGR81uX5u5i/tLk9xqFNYdQG7Jp/he/C7tP3pZzLXXsegc/chhh/tKGeIZqMo6Ck+3sqPKxAW+DWEF2gq1slOfXqNGT4kLssaQ4AfuvmGkTYCA4DdNWZe5SIQh+jqBAW6NkXljh3Oilm/kKGjRmmAT/RqrdMBsCFsiVlKa0Yje20O9T6mkLFb8EC+4SSPL5BJ38mnbVFCiiy5CyzfeIqsouMlMppDbcuWr0PLxMa3BD2uxETXxKyFkzhS6RaMEvfBzsZb0BYY4NpO3Ag/ybNva3yWvKTM1K3OkRfeuxMsAIJlyYY5/FJPJzk5PaAx54l+Xz539LEX9u7jGRo067nv6TH7WvG5wot7F7SL/1rbAGdJYVbYm8w1xrREpLZ04aMX8p4cS1zf3DzVfnKCbotcUiixiPEG5Geui6rw2gzP3AKlYMXbM76HI5luhJcSH2ZFKs3TDUortED3EIIeWyxBIhqb5nBjazNCM5G+fB82xi5tOEmU/TJKSRJEkltorkMCVOPANqgDS1mN2ViUjeBvc5RSFuEFCFtZg47/nCAk1OuN0kiRQvdmimgA+iOIGbBaI3P2krVRxZ3bcWI4n8lag+c0Cq6u2RQjN4UH6HWHFWDPzzDPlVm33URFaMqco4TrRUjtBgJXRun7Yd1jGWklxCRCIRjmHKmvGibzxUPJiTLOAOwp4nDBRlIWYwdE0eS2DSq7ZFjvmeDfFt7Azu4KIuxDbnq3T9vBFrrfuYKESwa52p6+EkXyLebXPFTbH07fW6FxJsssy+qxW55p4rBcfhjkJPiguxJ5PiECQ1NZgiESHMErkw5NsttkvFp7E9O27G24YWMUjPEyxCZHzanUY8sVJrPgBwBwM5zSmaC7VShGYK2nL8xEn4GKx/V+A56+XkwH5DsNnBYnXWAyxfM078QXLLaRdB+4lz83cHMdpxYG6+mq9R8zE2EPKBDUHxbp6GqLqpEpET7cBV04lurb25iVaMnKxea8bFVYydx0a1dYm/ZqGIbgfs46d1fnhChJk2uEomxQrEmaNjYU2xmxmnnNmK7AFMx53uQrOGOdnzLvi5hTO+ld35NAdbca6qjrcBz5q2cqzZzJqIRWXb8iL+uOh9Oxo9KS5ET4qHKPbaJjJZQ6rNDSLX76q2e3ZwAsjzdEWXJ/K/RxcJDIXgZN+P+olc/EiZdjUIFKtp8WvHv6BnE9+L+712z8EmIBFYKRMFhTpElHxMugVN6iAL9s1UXCQSddX51GvAqpBdPFiSRNERslRxDYnRcJpabkig9LoZaBQr3RF1LfV6eCHB/p2MZzRDvdMUbjHGLZDGwRXlvUDDAaJDjufh5fggr0Okxqdx7IWEJKaM61CjFjMbHr+GW0kdTkLHs7gsKf2oIcamxXJbdUjA57Brc6KeFBeiJ8XkTV2nks8scCWZdcRr1br55xj4yQqm/A9B3EoRJDGCH1IiIq3j1k6FfNNLvREaAnwhBlYKxabgEl6jrIb8eRLuxf3ee1I9vME85ACstIvAtENM+XZnDYxVRVT5WrY3TSHIruJ5DZ72P7eEzCYom6Ud2hpcApmoOgVbnCDwQiet2E+1qpTmJSvg1oDjoK+fb2fuQCRmzTkFtVe4yzzsyWiUd5fkNzMbz9jkW7WKmEEZJ4yTEfbg83oNRuS4r9jEmJniNBcHP3KYOEDfQvCEjFUEax0Xu2RegJqDzG0XSia+m+Ykwpx/hhCnXEtCszUAYcENXv78vbg/WEfi+pJ3N/SkuBA9KW4RsSJlFgs2Cq6AuNOFDSlmRHn/FTOzBr6uOnBCwrXGvXiJyRiJ7YiJ0vyaUgGW2kgjQnqb/ShUGKOiqJpcoqhIcBVi1xIhIuYvNpB+QEex4dnG7rZ0hewZlGMhegBzuy1ycOuAlV3qqnmM8K7O/I1TiLC0zmM2wiO7USIlQKz+F5AdBecgl7ymdvvjaJS8tfagNsWj3lwvI2RpyYhv521tYKLiaUjxBDR/G4LbZPoKA/eDHzmsrN6hKwCN4p2jfHfRsAMX3JGVI5z6+V+rC8SD+NCuSxl7UlyInhR3CMVXHLVJCMRuPSE7zcIQW0l95sQmJRrOXICfIBBNd96gqCHJN9u7oI/S72I3RKYSa/tQyjO1SJyRR7llooUtRFNzOyWkRyQomQkeYdtnfLz3+kOkW0KaQZNiNXHh/fZ1JzXRr2pins5KORATEhqEuCzzueJgrYXKnWwhSEyWSOlOZm7cWroGf74h44+jc58rkT5w8Ar68H4KxRSWdrgrRXMcusdKIP0mG9xidOVV8dkQoX1yaLBeQopTm36YgWawm6Tx5K4DvfnJmiSnnMPkXJPnDt5jLCiSHcvsOz3+sPx360oQ2dnRk+JC9KQ4D7j2sgFBc4pVrL8NoTOPpyItueJUexlDBEPnP7/YxOwQUqGgmTLnyrSmUp+JYWKABouERKa2eQe0DYTg4OG07cM4vOzudBJ+jmAWsYHmJW7jGbbAyGqzTqMkhxTl0Gv1ARPaRmO5MMo2J/vXE6xjIGU/cWgV/B5BTSh8MXFJ/GbtTftqdogMa0WWXaI0mqkeSEqKcHJ3zcnoPheclJQKAXw/Wb/nsZCnuE/1V9yWEIfaOLt2rU24yPtujYdbsTmUzBw2lil2sTbdSS3FOJPMmfUmF+ESWUqzZP/i1/Cirq41LMW4LqjjyRPuDJM44xRphJI0SwEkH79ZaGkR29HoSXEhelKsIKU3fe5Jw24QZvq/ladYgbtZOHrjSD4nFaYSPJgxHNqXASsFL6gTFfCE9tbc88sJsOQFTrk5naEtYpInUiAtVxPo7JzhAK7Ac40CdQh8FYUX/Yn7NxCQz9Xj4JSr+e2N6sRsO/wG7qlY0EkmRw7J6TQ5RUByV8i6cOtsgqiWGbJQYm3IRkeK8z2E4bnMj5v6OU6W93M+Mishgw+GjrXfyC08a3DD4BiSIvek61FGO25DiA2aWZtIk59VOwlFcbffRUgFD/mKg57j2eh+diNkw9vFSW8MPSkuRE+KHaTMZ7owXeu0k4zfALQueQF0SmjvRtE2uD3sk3Gs8r6U/cyXucteXopySiryMGC2AI1kZqkzNXDiD4oL5uwVhS7mvhUi1EREJeltEBk0phSxaHab6LSzNEvTFrXafMxGWBYJ/vcoOrd1kjxREwlX7XYJuKvgryBE7SBJA4oR2DRSEEs7OXDVdP8YK01z6QBHZXx0ybWHqCbVXaYGnQXrXLeKdZ3kiJGSzEgsYozEEw0yij/Qoq5hV0NPigvRk+KOMRVRNYBoaAFoki5YW2lce1nzuustDq2Wp2aIFoO1+T5lA0M4xW5LzFemxXW5cJWgFJjvlJVtmuiJzUVSQZ2EBL9wKbi/WvIfXq/89saffCR8ywVO/IFsn0jZr6GpUceCEMpedS07OONbwWnfoC/SgUl/4ASybSGbQSeEt4YVY8WK9do2BOE4cNV0uRAQExqVNMW6MQ1kX6hiSTHK62pxVa3sZl9DbsVgnM2Kxoz3+8BV08vJfcRXm5tgw0ltCjmWzvXzCZ0W5okFa24h9twRXNugJEFlEPCcDPvdCT0pLkRPitPg+l0b/27p6PhytA6uD627BBph5tPmWjXv+QQ6EwPfsXbj9NqtMvBA9mn121W1UbmJ8iD37MSEFLtMjZif+Ao85x8Xmm2CP59qrUhFgaIqqdxYdo6vRJv9hSl0I9YSrrvU7hBlSK8WFWamrBchuVgnhpR8Uw6tcYHnfU4kS2oCC9v/kn1CnDRp0QLaWl9CVJs0CAiRX7sF9GA7k1X0u4TlpAQZxeM9ySXcJDwm3dee5KF1lFbtd23USeH4NR3sUlo27whIx35sMGkR9Mz7nnGwiV1ba+KrzkowdZ/bSzTlXbMUGVHgEoJ8HO5m6ElxIXpSLENSIaavB01fLxeEJSmwzoWEvyfYLS/3c8zH1baLHPJtvqMGKcO5aWE6qqlJ9wKsXNCMUio27nCUTU/9dEixpqpmQbA5WHAJcU5hXSaBfojQqRfZQBt8mEFOSgFMzBPMFddYoWcKTPFeCo4DBWPU0j7Qb/ubhAwPawix1sUuAW0eB743J8EryI7gO8W8hPdTkzG8UFlXCjkxA6hjEfUWZ+dLCwOe1MQG/8PtayNv7WyygqMRZYEOcK7yy60M0jZfAb9bKT/2i4rs+HVSIcaxdCNzzbgRa70BiDUjMkrsQu2aS9GT4kL0pDgfQQLL1bmE0bRVfEL5Xe48uNXe/OTnCvLdECvDXUgFge5Fr03bUQlZ+aPCxe0QDFVjy2d8c9m+PZ8gxvhIXt17cX+cDBtIxDZEjmOpFIVe29A0Kya9Kse/RT7DTRjgxLaZFZBUTGG9mg0hldymdtKLkcdQkVzJzTy7xW69bwYFYqdbz3GY/eUpb4pqnJIxTqSrx5wgG9LazPJw2XphrdCZczZDrdtOduvmJYSkFBDsn1jcqM0GGMV+Mog2I54lrWS7e004pOJfpSDYJbwiab8PdAU22ucy4AkV7mzKLAQUYv5dEnzKN2KtTfqVrqquWlzU6VKzVbiLhTqb7uboSXEhelLcHmoHPI10JpBRFycgTyUWAVhNQsz6stbLiLWrEnJlxBRhWBdppzAjxbtpfIVP4erGVuGB78+XBtFtvCnIIaDO24DGusM10Ihvyfta4kjIxYguKXZV9JRM5GzEVNA6G9sqoGE3+FRCzN8vkVDPcsFUXTF+LFG9bbhgqUqcCpzuK344vSF5DdGXYusicVgeErvm7QcaKMRcHY5c857C1UkeYSxgg49I8dWOglT01dZGESqkzRUlcmxGxjLRWCfq62huLvuZ3V/OLPB9wBXypktnqlCxG6EnxYXoSXEYKRXDRekQ2k0i4gfmrXgfxlKPmGZtS63YnLY9nBGcAs/m5xAtE4XkKmqS/4srXKFMUoNGlXLVeR6mb4rQIp3uNHA/nSHE7v8WAL+oTiqy05Rh8zx/7Qjlb/N50jYQeTcEt51zDkqr4olkj7irvJmb2724X5z+DYJ7OxMykMcSqaE2bqFqQ+QnI9/G0db2ocEl+m5XwaR1ZM5mKEkTmkIfs1Hw/ZxruTDHbMx+oMYQhr77zxFVZY+CfX1171HagNEl67kzFSFibqBqD4nKbi7ORHjde2qRHVFPiovRk2IdRVFWhUVuGtqow5KC3dqe0QLm4r0GN4SnmwPqWjDrWHvPdZdaRXglwPwvdaOYlirHRzgkW7uxKs+bZh0qCmOcjK3EtZdIXmMpESVqO9BueEY15t/XjYgi34PcPFZI8z5fn023EQJFc2XK7+FIV7c1JS+UZiG9togG0/0NOXMsAmL+sTZ7M0axa9wiEcJxiZtjLB9ui/GYN12yS2HZOd4gbi/Y60pN3xHZY8Y56IoOrlpsjjVR1GG2iJIEUm0bJIwHDXzImfUmouUlsH88wm4aaO3B6ElxIXpSnA/uqQ22Y85QQ6RubTmKnrsNYnEdj2S7O75tIoGWLjSp35MVkbgX8ZwMTw2WvYJd7Zv7Dy+2c+RdSQE1z2kFanwVXkSbtE8MqY2pw6HYtsJItzPApjyVODWeAMKRrQ473m33/p/a0cxsr0to2qDxL7ZIvCiNQZMI0xrcQDQZWTFyEkrITUP8a9+s5BnOLlwLfmC9/tDGmsK8Gl4sm9KWeR5ebgYsfEDjkavaltOovG4LexL8vxnw1FdjIwvEsq0iBHPguYfYbJvnHxagKbuuJ3kvONvtDBjF4kBzLRdaVRtISRPcviW2W3ZmN+7F/bSYYF+D2G92/AvwrCk8mtJFc48INB3aXdCT4kL0pLgcUZtqhmq8/4qZHgm1Hrsk9u4hifYI8OVo2ko3raKvvSwvAi6nOjdAis0FFSBvh0W7N+H0YJFMG5UjO7ItgqDHLpXIpijGhRGAuR7ABheiPOv5BOTbVVKnWd0ot7PQWbRbFII/t5M2sw4hcBVjabpbVCa1ttcFMMpx68Ylh6O4EDQZgpodmokoPidoOLhKtSBYRFspQGtQK6JddLfbQhAJOa68KmkgdiYSEjOIfOta8/xh1nl5AobEmA8E2rSb7iGjJ8WF6ElxAHi7/pKk4qYQyanOMkZ57WCqB5DXIzbyYFAtFS6pz7mZ1fuCv+XT2N55wVsKYt+fQ2xUQQNFYqBKZFgopDxVrgRnqr6iBYL7hSPFJEeitgRlZDJznE+g6wnqPorCjGLq/WJUG20qWyrOsWYYzkLnySdJULy6KY0tiHyy635/l6xI+8et2L+NIHpYveci+ceG5JnBKC64QyzIS02skD/EX59WRFst/4hdXDcC8GMopTOaByVxogEwJLgxQlyAVHLPSag5FY3thpP7pNhDVyE236tWmZMSJbR7AUDbnfdL14Jg6/hms7proLOroSfFhehJsQ5peudGrLUu6ua8blO8REQWmeVe4KZJCFGUdGtKsOUtDpHvy+G/HiheEx+HICnngZtELOGBq0DL8FiaZ9Mol2blzvabfGIppzirM5UhqNa+q5+LkWLneX7TK+6kJyDaFltQeTUrxXI82JwDoer2xtudMQjkN1iLBG9znjfTvopi3LzX/Cbb9OM6dsPVCLBXSForuW3zlb1j+z6IHmoNlhJXJ2i0VX+ljnNqwx1ui3AsEkR2rYBm41HxOIZe7zohYxR5t+J0vwaHKIvpE+61cy6IlkBViPnzxjqBSa+2snsEZ9uc4ytk8WiDlbizrFhTwihbTe9i6ElxIXpSnIDz8g4brkxaXl/hhPVUzJJCPVd9drD/ipnDz4ks6yGFBOeu824Qjt4odzeiDDG5i4rmhGy1Vk0vQqkQChpFWFB+efFnjCAnx8bR4Dj0ujYKxYnnK0qxSoYS4ZHGZqrd/o0tUuwqdLXXUFSPpX0ukUp3nRnEMwWG4MdIslvQlaKKcYIzZtPRCVnBT+Hq4YOaEEePF9OwI4UsTYb8fUPn2ToQzviWV6BoVHprEJJSJCYUgT1BykwGEwIaol0rr6sISSkPzaoSo95O2oqspjXN8Tmi1IjoeaV4x82sARbc4M0gaJ3ssnLvdyP0pLgQPSkOQFA0zMU3Oy6KwyWRhginkEuBNE9fjyyLgIEhQaLCnFCIF8VUpjK3sIdo5FmDRwbdogpMkb2u7MZWbBGwPieSjRkbcLD3GzLMW0w3BNm5IaeoyW069kUVM4mMBOLBWk2Pt7hpq1O8Y6A2hYoHD8dwG1IUZonseM9hwsBz62YNJ6RpqO13adBUI1nZFa6nDfl1FxWmvV1yE2vK4dkKIseKlhwRJKk4rClcC1kGPJU10cKkFdPx59soxSNBR51NseAGomMH68pt4d6jJ8XF6ElxHLkFXdHYs4iPWCK43jo7jn4jyoh/i5GGSEFN6yYkpTBEOKH4y2tgkWidcGP8jOor+v7GeKovqkBleo3vIbtJilb17fo0pZkA1ftX76PoIDR3XzoWC0vRM+RpEawbvEtkszvSJSJF5eXbkkwYLsGwGI1neCtkkFtEtDg41wt8KTbRpdhEp0BWg5/C1fbzz0CMYbuQYM/Qme3VZu2URiSa39b7ziVFmpn1EdZgktvG5gYGjIISnNUIo1Zk9/n67GaghGmb0qPjKG2WgoC0WZWUaL9j5WUax1utCIuDafc32YPtFD0pLkRPinWsxJ3DB+7o11zIAtmJwXbQLiGeinwbQuq6JWj+ZLYN90hxc1qVcQbc/GS34YjmdTWJEdbHZ96YSur8OJnE/C9Zr42Hr0xn5VvX+zOaIxxbhwLX+sFvzJ7iWw8WYq1RreQO97ONKt9V84xEsqIW3JUeq4KqWFSEFSlskyLBBvFig/etwQ3BfOIYUqPeQsp1rP31WGMTLkpf+D4I1pywYpz7O+csn5TkQCw2LUCYc8GJMVH42FCPhyUYEvpAoRxRPVhT9rXkZ89JcGmlHOckK+3C6ElxIXpSLMMqIhFuXDFYxCHVOlBgMWgIJiOzIpGNoX5/J62kY593aj0AiKjdkm3CvalYmZtm4MJ9ofX0cLCFrBA5dr6bjdkB/Onc4+3/A2hjd2gLzd6g2ShOMU+7xUZtEgtcsHPSKGdeF7wEa4XJx+66DW1OEZsh9EmKXAwhtS6hw12jfue2gGYw6nFuwVxRY57EHOWYn9ZYH6TjwI1vHA9qju22BZTNtdIQzMImOgbNNWYbGuKYStqlffQEofmu7vlu2TYyLRPGkhMkwgXWKFe02JPRk+JC9KQ4jlL/cHY2sARGVpO60RXEplko8RLnqnGcODvv5Q+jqq5RLOr/DYmVyMWl2ES0EE3xmElKSM0r5gTZWClw4g8IJ/5AVYqLOiKSre56Ng72eSJRjgxKHiIMWp/mVOFJn2HwbQTD8kcNzU8ZimrLzadNUVsti9Xsbm4zptguZ6p7Z4MWtWYRZuYrlhItGk9z5DojKeou0eOP3euEH1/XfXyaB+07RS5+6j0pFg+Xi9JC0wJCm3KeeYOQw2tP+83+m7+HLxIR0SXuNXTB9dnbtiuiJ8WF6ElxdzA2AHf6vxUxNiRHsFZY600NxmdNPyR4SnGpd3mqsz0ZxNmKoVPAVYtmf+Ow9rFBP4e1bkktjvmLJTLMiViIlEnvNdvTSZvpGtI0rmdbqZme8fuewrcNKPOi3Or8bneF1yEpd1dgIxHQvGZ+D94V0e2QmK0EY0bSYsEbeUZLaGNRcFMnluGxYSKCQ45FZbnELlK/pyGMOD1I7C9scY5pJJnDs0ckNiPh+ycnaYGIWtl9RI9ujJy6inCmn79kZmOfr89uZgLUgVaEBOdcX5+gSOLFiJrt5KR37M7oSXEhelJcBstnx8iBSzYw5346bbvTdS5ikwi2jibyrRK5XuTLBdXZkF+uFKesN2b5OBU6sTbvzSTeN2ItbSEk+fOMsmByS83vICrEgtqQglSyalIhzP8SAVbVZeGmachgqrUCc+4bqMRsna3ztRlOEHhym/bd5rcz64i1tZWQFFmFGWoKgoumzkAhvPPwctqUuhM5dTbBIsRSce8sRIrwnCnsVnYMbrVIzJCVCubMgCrVGrHaU2vr1s11Z70UxPymWXnDGpTBR6pVQbVmuSdQYaOdzgvMAgTWm61JUYmd9XGS7g4Mk9Bm5ms3RU+KC9GT4jycCf9mk+M9tcioIYNtkiS0i1+o4UYbTE1cr0SozXM8qq1DtG6WZy6sDjkOKcfG6qCpx1fguU4bbqgo+fKRG4mVU2xYmqvsCokeG5TzwWqwEQKz9agJD/WN11XMkoizctOesma8Rey03FMOLa6sjddUIsSasoczvhUlv4dj+P5RJWZokFJFjFpcLf+I+r5JEAr8MnzOuPKqYPHgeNCAmDnKqDeLwxVdnthRE8GoIg17YKeCn7+Rczk1m9jA7IdR/fZnItFi6J77bBDHj3lpUJPVOKkHEfWkuBg9Ke4O4xFWCtzUhShSG2VoDSJyiHFKkV+MvBsyk+pLjijR3EZRyqEPXDW97I2hD74QoqpsFOMSRZNokEEcEzyMKiwOxOqCQUv9Ndmw7HtYCjum0MNYFsy5Pm17fSxZXcnaX0otX6mbJX0X7KYPNWL7J4UwLMNjnTfl0CCpp6kIqo4dZcESpbWRduG24TXorCWzsUzg9PLudAUF0g1iqQ8px09IMTVkO2BDEv3ytXLsklBzzXFJvSGYKnlvObuASa82n5k6K9Scox34n9t2Zdyd0ZPiQvSkuCViU4tasQYnjoaQSmQyNRM4dXmXiIbiaUqK7tYK34t/7hjkRiapCnz6eyXCYdRCOkUOjlTeLj1/PiE+ExhTeAVLhJYEELJPcMX3KVxte4q9FQ1flKwpod8ER2/0BmWjaNPLkeWLZVYCTQUvRouUBwuRKesYyU2KbjMZwUq3MQ3cOoHDXvbVY6crnhWFyRHIuM1pYNF40U/UowW34tygYtuQTcHnHbNvWOdC7vVQSKcYD//84jMoZns06w0/NmLHSRuIYoGUb+wMSLYQ8qPpFirL70G5xT0pLkRPituj4SjNVPLpVp/6YF4xw0LCgFSGCGQKudQUYqVgT0UpKebEeMRkWMs0LgIjZpb3tobnYR6Rj030KEc+y2zvp7F9qPryJiWO7eGQ+qFL8ix1NrdrTQsEVdE6szd12jipCMnt7NYxFhKG+3Ylmm5sOVmsDbiad9ZAtTeqnHVYBHyfclGe7IvmsyuexzcDKaqxlDZBlJmNXF9bQokjo4aktjeqbSTPl2PURWKGGGcXItaQzkF3m1PthJi2ydqO5p4ZIcCWJ3wzaDWh1XG6u6InxYXoSfHowMnw9PWD4rZgO2atyK2NP7iEjOZ6nF3y3DYcnW1zUgxdKVK6K2n4OZqbXZtMY4nrGp9yVznJQYWXQ/vdBNXFrLOJYwt0CZQSB1KbSnSJJsUhwSvMoZ6z9f4KEbj3/BJBZdW893mC7E/OmWK+r/mCw+c0ojwbZSo16yiHkx8V7SEu0XW9w6kWC0M0MW2TReCL2hoLdgdLuSwtaKvhkeIlg8epzTpCkIhy6NoQixzElVeJpPikrfCVYvf4ieQoc8KqEnzHW6zaLgCiCfKLIb94CJjyUtH7dkX0pLgQPSluCU46t/lTQW2q7xvUCqZHENuqr12puGuRriqvZZ/p+phzrSAjBBd3GotBaHuUmwUnvZqNgogI87/kdZ9LRbJafnjt0y3Yr5JtwFP5ctdb4Is1XkrNt/0EYXgjlwhhgY/xkMhbjDVF9HIHcDaBNuEiOg41UQ8M0konJYIFUIpSLPo0lda7Eiyi7NjLuHXC2CSO2Yio999MWvBisYYcu79zyO97FuyGPxLpci1vOIwIh7WeGFpcD56DsWYtm3doePOTSMq7LrJP1NvsDlaMpcPzP+fmbjtKe1HB4BF7HvXrSXEhelI8eqj2iZiimtrhTiu0cx+7mcHuMjwdQlKLpecMGc5Rh9cKhJhvp7R+BanNN4gorfAmgcxIKIl56jJ32EJGZ8T9EOn2VyOYLxv5vNSc7qa9tGFA9e8lxXElVbtrKunh/iCztAHJU7iaTtsOdWCi2QMk5LQLPgo2Ue66I1/KAEfzZS8hRD3bqdPd+3x99mC/uBFeJ67NV4zZ+W+pmBIRLR2Qj/FAPtduodkmQj5oT9hxBxKKz7k1JmBAiFsMFPCZ9Ci/3Q09KS5ET4rb4wyQejE8E3Ur4oRCgXvIzg9upm2nJiqxbeLZtOdTCJZUKGhIspsqwHG3sl2ZN5YsYkwDZUqL0jKYsT7cqa35TExppl7d7nMhhArPPMUYUxp7guR1NjDHy6gsJyVteFt9nhDnZSCR4pjKhSuvotu415eos7awqsXCKKyBWZCjEJ9Rwvyl0VSTGDHOId0qVmYcW6nq8nmB5dhUe7KdaImynDJIctfbeFvZerJsEEtgH5+CGt1JVrJAFlOKjM1xgCuvKuuWOEE+po0Cn0TUCzreEcUzqA3c/ftTLCj6vF0ZPSkuRE+KR4AT0MqjZt1gY2TYJZOhx6NCirrLleQQUdbWWYCHkaAkuVP4eL9dYJaqgBckVGQpxd9G0LdrZhitbGGGlbiTrsHT3vMpHcaI0tTkZMTU+Mg+L227ngssO6f5ja6ngRo8o5714ZFklr3CEDzXpmE65B0LOk4bl2bmzxINbSSGEDf7xqiiheRDQnP8GGIcIrMRLCFY7+8sWitw3ShSLzts9awRYfd5y96hqKQHP+J371wVoTfuoKh1+3Czb8zgIZSvrHiDiai5VzadO1PSgxIi8W7fw+leT4oL0ZPibqHd2G7EWvGaobU0Fq/thixkTI8XQ7NY5JLVFALMMRXx/OKMVZobxT5fn21dbN1Od1EsHHQl1EinwfWs6M69uGskmD9/8KOHNkrLQwTxTh5TrXD0RpqGsLKrxl4lQiyWckg7T7KQfLlm+5bkXJZrQiZ5UD2luFYqQ6kEGwiN13sD2TYIQzi5/UMqWuwqAQUnrk0iBGfWh4U7OBALrDQLSeAkihVqeYWDkYi2FAuJNlAg0v3jqWgU9Po7R78fh0DmpOOpIbYREq2p3eZ3N+txl+PHBuYvbf6F1tkWQTXb+Z5GgPDekzqoiIhI0vXqUmwigl287tZt5BbV7k7oSXEhelK8a0Bq+9zcrGsSGfVulqqvbkGepEDntpo2MBFuEgnPaO4xeCJ8AS6dPo6qqS1mBtzpe26dSG3f3BZSk4wGRuF0n4603bX8upGBBBHRAQ+8K75QjbMJQWURV15VnHMsbofQqEXLfFVznxk5XUGgRQm/rRlgG/KbXbRbf2Zp9uwV2Ch/pqAQux5hrbkHUTlRyfVNlyjvIVyBjf51L1YsGlJIY1CuKdoggSvMWHaO2lXxpK3IuxYuQVrDzNh3LbxGauc6z16/RxEQ9mT0pLgQPSkeW7gqnzrFvxYiEU5CF5aJnHXwZY114iX2f0wtvhxy8R0jxanFWkSyxzg3wiekXHHC13h8W1yQS1qYms+NJSPEkKXS1nAJT7a1gtsjWsb3NTf3x/31dK0SxQYCHJKvO1Q1/ywus6fN20AoKD0cRGLaxOMobyASsk846rFGkieN6o7c1jZiWGCM6GmkeALaEeIayZm/85da9gl3QGCuf9IAiV8bO2vekcCit1BcTGhzDneaYb8LoifFhehJ8WiREyivWSmIwsVTdhRUy0M8ZpfoyqOsEWWXJOV+HrsYF+WZpiKBzMUK77hVouT9HJpCmdW5TYGWFLCaMLAorISXRVuCGeshDn60bnwGx2yER8JSlFgiUm1CzRQ7u2mnEDj3N4vZWIhITUXR7BGWYmq2W4glaxp2bBPyZxO3RY09kyAV1i32fxsNuGlu0nJE1GznFdjo2SFCnvMm0k+5NgTj0ihuvfCsTe7s1VxkpSmkWD1KkkeMiiyJBReTcrwA8YLxJEnZR8iqsYLqgVtOkSeRR7ibqMCUqavdAD0pLkRPincMDkEHhQ4aui6uK7VGSMQ3phpLpFgo3JPU4C66QfHfRL1J1/s3R702cJUfjfg2zwduoGYfuITYRJstx4NElE6MV+JOWok7PUJpFFKpG1srNdY5Tmeshz/4cxqHiI0yFIuHh7sG701rA454IWRJfF/iuVmUby6tO0JmZ6GsceFK3OkPEkLfLeeaxIoURauANIgIrJ8TYE6YFxNEMhYixmZ7+LUmVuAW274GQmqGSvDrzoa5MAMlzVohwVKdjfodK5wTyPNi4Zpm7ev6d3WvkaZ+4D2/RHS2prFNrUUwF35PQE+KC9GT4p0boQ54HjEMdaID8jvV5UDrwFeC1EYgNJwiw5yM4pkQHBKxCRdFW87iukuHU3WRFIothGYZ4x/mxDjqIy5UYizsLazD+c1UpfXYQcOJpHXy1TO19ClcrQ6O1ON9MT++Th90ZHNei0bRXQhv/46qSCkX3H3jEmLzWqvUjZSM7lwAgwKoRCU4hIak8c51sQI755h9FpfRmZBV4IMfOcxb38GPHCYSWuu5HAuESwQLLBzqdway1tfsT3dQlLIOk+yQc8wIhN6cW5z44sS1hBPXFgkYrqVt0IiIDUyFa2Nzj1wdj+Hc3dCT4kL0pHjHI5XQBVtEJ4ITB0vpDBHZNp3vctMnHJjt3X+FfTHn294ZId4ZEWjC4s4C5hSrWZgcGkwJPtS68xrvSEakKNKRY2bGejQxZyXKuwbJTiLtH/XmXG/3bQQ6O3LeGUU+BRsIwenuhhwv8he6AhvV96rT7C0GqGox4f5y+sfgxbBqfw2e9sgNLriDaHPedkq2NLNvJKKb7dcO2QRCA1PMtAcvkf1fNLsVWCcvoMOyc+T1J8SZEVG4+6OWBU3Kd4pYRqzBKdv3/HiPiRMSfooF+baL3QQ9KS5ET4p3HrjXOlNEddp22WupImB38LrrsQ9tSHfujZQXyHG7Q8siqhy4pJkjREKsm2VXtpO2am79/q04d7guq+/0MPpMTTuoETxuLoHvKWRFV5ZarLQEToXV+peBb5826CspRHQxQ+sqWSOpxTYjfMY6sIQw2ohEnD5Q/RI8vSn+02CLXOc3fhaXWVPnnAiL09ipNpYOoH1XS2n9tnDuOIg25ag9waEGQSmNVSyk+LNbwJzTSbYODYpKvIVAtKRuVW32b014zyfIhDjmQyYKkuxr8LSfsS7dt1LRUqjZVdCT4kL0pHjH4WJCc+HCpFetJApOFlzCp14E7oZIREMFfBZiirD0fIgQlF58Iu+TpslDpDgJyo1zGR6zn5gMVXm4EWvJa7Dh2inqx9Y0vhD5RTSwhkgV1KGudlwNNR35TOTaosQoME+RmYx2pPhY2LFvdw28w+JxvBaN95doqEK71oFQ0VvUgsK8CuZP7h9uk+xk1PsYSdLqCQzZi6nTbuRcY7nImbKvZwhi08rP4jLv3HdJcU7zjZwUj50FSY2AGIIK8CKEVVgXARtDKFpNLV4zpFxLzkjxKxvl11WAawJseYVTo9gCxDgFZ/TszkJPigvRk+KdB64NoDXRM+ut1USzvoWELN9uEgw5dlXqFLWYk+AcIh26cCsk92EstV5KrdxO8aPdiLV+YTPQWjnWYtfM8zPWI26dALyiOFx5VdoGhOwVymu8uYfXvOHUobraVUtqVzGPKr8fEz43dVr5En25mCJtYLyVLqyiN3Z8N+1tE2czGmIvLT9beC70G48KgG/DwAT29+B6FSs69LzWDrmSBpZbcW6U6HoqMvcXh87rucJvxZZ9InDMj0f4+4bem5QwIthyWoGrwJwgz0VYIVYIcE5aE5GejKPiQ/XyYziLuaPQk+JC9KR450FsKjz43tIj+9S8m210Ocm6UULAec5xIlRFfC7kv6Mr5NaKCdZLrn/WqLJECVOyAZj3GsJrHvP1W58bOmZi+854k6+8SvWPqqg9oJ6iKajoJbFwTcRbgICmIst6JGw/lp2jql05sXkSJEXREEWpi9dJW0GznLdg2qZOpuTn4WV7vS0VXVc9NoMyToTd4yeUyMML6GKWqBzrwFac2xBniyhLRXY51w8ijzi37c7XCWqVOkSwg5gLe99I50ZE9S1trCJ1lOwhoyfFhehJ8c4Lzj9dVcNcxK/ARu+1VPUtWTE+NTCdBthEmP/NrRXcZ9yVp4tnzHY18ucXe3YDzIkwUqHYJFKwFed6arB5bCLYRAgkj0+9S53fsrpdCQVSWXmzLmqp9ClcTTjs5dE1d1jkHNOZv00zWCkkOa6ivEpQgqesGZ+9L11iy9fHrUCcWKdEsklxfGqxXY2zCVnbnzMwC5GqxYRGteTXxpAvWIWrBi9hx00uQS5FZAaDq6udNYCpYSV5hJI4ClUZnLh2YA/ZBus3tQZkPNmG31PYb+ORZSkzGxV9DnsOz+lJcSF6UrxroouaMElBSypaCLV7dpcxWJtIwEMYVYGE8h3UvNLF+nYECWoiHsYyy4ZhbuY3Yq06YxsaCIX8njFC5KqS7uNUmM55ave7hbC8xEThVsFZMIq4aamdapNoiZ9igbcNQWgez5Lqee5ZbdvdjcHym98KkSwTCV58d5sYLubrTPTaYtk5YgGmRgoHfv8wYeQ2i4ZASyfcEqhK6CoSroknYOAVN98t8TtaxYTuMcuznOv9gPlLxYhBQ2ylRizJg7qUhiOlnuDpaH436zc1XSqduMcN7j7G8VkfhwXXExZcX7SpuxJ6UlyInhTvWgBsj2lqwzlNJXGJcVHsGwIbRNRNGkWHHrBQa2SrOOXnSFeXGKErikZzCvRCxXQcXcaYEdFAQa1vwDjjW0MlWSu0c2wl3uoKjqdp2jhrfwofBzc7BX0CnqBBp7cPbAW9pUT9l7zIbSBk7TZw8n+5gu9lRUs+YQVBRTYUjSYcAyEl2BtAPZ637zB/aVJkWUOEE0iZ6CNmv4FofYqQ6ZEhwxITsotYAwV34JVT8EckWiUkL7MRFKTtcgczbkFgSut5a8CZgcf3IArYk+JC9KR450aIwBmYAj0cvdFb/tPY3l5WbtP0o+vuekTZraClQptUFE25OmgILpDkN9b8w51gXUDdN9gGW71jkOwW7vpGFZKP/Qf/uzfRYOc55yauNusQyPYlZBPncbGvdUT8e1vJeqwYUYsYSyokSjnH2DKWFWgHFNi5ZFk71jB/6ZBUBZTKWGvmpOSIltepLrppxoArr8onsQxeEZvwnYPd/DKjEa/ARutc1VprBxH6XU5looXSXdIqJjaWipIWjrsgelJciJ4U7zmQyOGYN74YVdWvc/HkincqKW4usK5X8ASfWBnVbjvB6taWjVohdrdRUpuzFeiCiz8nZ7cRgrm2eyFspzAq4nZpSpmGpBALbiAc9rL3erPcYS+3Om6a6WXH2rLPN2Y1N023qK2xWghIKq77GFRVOaf9LLcnNP7qDDvFPl+fLVoKDBEttcNIKJkVsKwd25CVPqBGjpVC8whLxEzw14rFf+y9zYDMXE8c1dbKDDd2iZoEN69FSHGoQ994+J/pIrpPIzaK2ABlJJD8ww5W4q7Rb8dOhp4UF6Inxbs4CnxcKepzEVK9HAYa0Yl5j3mxXmDZqLUgMC3K1aWg0qR8R/PZ0jakWCNSCfCM9U5jl4UYkGGBEHvRaGTfiJtp0FGo+w6kaXeunBIF/MdEliprLBEibkarVBcXtxPkHGPu+YwQD/7bukWNyTF5NCDJTUpHCzxBILrPbuQSLCxt2cglCO3YY4q/R7xcoib4gKMzNHxGIeX4d0mx8B7R0iBdr83xwgnvNli/gaum88FDm1xtD6mZwmQPAlK8ycFEkMB97FLIA3Nx1ocV4plYxiKb1G6AnhQXoifFey6aejmBNBiipXqMQzcOXohXAregLjfHmH3u9PVIHgS4+8HcW837S+OGS+0Q5jeQivd4eoH1G2VaSwyyKv8DsVmtIZB5L/uZ4fbQJZ3f4APMwSj9RunU1LKofWIbhuRYKuZjvwUnEaH92QxkFkMc1CQh0ZualHPrQLTKRAYFHCFlmCvcmj0hRLSSG27EMnWJgid/jjratbqd0sWQw501UO1ERIN9sgRq0od5Xiqq7HIGwsDLo3ag/kQJSvLuiJ4UF6InxbsfjCqSmpcr3Ty8dtBtEGuDK6m9qUkTmdPqVk0gI8Gh9AZubXgYS2WF+Tzl/U6iAo7emJVQsYHgbdsG5/FCYRkiEgmmpboAcuQZZuptdJmdQnJnpCidKwhyMc2pKPZ/40yZWM7DK4RpLwbfK/l29/nGrOb9zWdEvpunVif4P0OFrW27hWtITRzIJVwGRkFslOeaJPP95zaoeIJ0H/tY+HWJaDiIclVg8zhzVq7ZbiAcZxZDZlpKkOgqEO8VKYkTAlIziJsB1TpYkWolg7MGrIOoOGDeQ1o8E/WkuBg9Kd6z0eStgprmF2InvVD8GpHctEODIcmcDHfUYW+9OcWd7UlJ1eDEstkvjDinkJT3/DKg2pKs+iYpyaGLeeKF3iQzBG0JAhryi9MbUtxJbnNHwLQX6X0gWsoVK0wsXhfHPLxCb0z8qpdIx1jXaRUBuLnBqqUEM4cxXQJB1qzoWRm4JZ3TAgpzrPOkIYKLCWnk9QT/XA9igrBeieia66TWKvkENJ9t9r0hkd4gRFD4NcJo9o8h4osJ3XuuhQtg0cBJmblQC/FGadfZjdGT4kL0pHg3hTTnPAZe0ejnGbIqkeCSYipDCJ33uiRY7XbXMbzubXelfaeo7zWwng2EgZd4bf1/WwSUqRzPq4Fa78d+M8y5L/77J6Q7WBCOP678yu+ZmPcZNT6w1f+sJjaq3o57cb9eZOdE8t1G8JRmk77h4daE/YKZrbrenSR8v1EjRLgw6VUvDeF8wlDtNf+H4tTmYvh6zEsbUnoNWcZMimZCfxt24ZuGDjoUNnDJrHRdlvbTt2ENhILpEyxuTyK32iyAgZk5irX07pGOnhQXoifFuz+exWUDtSujiMLF/itmisQSR28cKKyuj1hq8JFDynN9xAxN4VmB+mzU4unrEbSQuNP8xoKyQrrESN87RJa7mOKrI4pOAdFyPEjL8aC+bEbG7ZuftAuyDofviTU3wOxpULxfVuNr9mARSodEpsIlxVGSXGMcKFkx5upwKE+1ZJqbiMSkDq+THcO9uD9IsjRFOYUI34v7Pa9nqj3DW065PhwFmUByL6/lLXYIrKgECweaWR9XWB/GUjmWMeZBNmADmyuwUW2wYWB5rCXl/Kw6oSPDt52MCfb+XEUQ/dKdFvZ1jEYLuk9R6vcg9KS4ED0p3nOQehPuslrfuzCFlGL3eU4OYyqi8nosci6kIBsbievXTfZ68mYFiYqxCCWD04ORZJ3luV/PNMbQGmSIuGQEl82VrHAscvNqSAojm6JVIQJur5iHV+h9bBUhcvy+hI+ytkfwEpf6czUsIYQbbdQQ/Z3Th++LKXj+Cn0llKt7uVm2wzcOyJ60nzTrhGTnaGwhqdvhKsCG7LYQEDy4LcUZjN1BtA5sQ3BgElVVzXcJEHhvwMC+t2S/CM0UNcV1BR0Yj9mIrMF5EBeO4Hq1C6InxYXoSfEeCOUieSPWEo7emFTs1Io4T0V39omM96d0f4uSaOd167FSmOJGjZUgmIUcsExwQnwKAt3iXPVxb39BU2Xe3PySmkZM0BtEPNPx5RhndPq+pVKrYgElBP3gRw9tIqPc3ONRRCY2CqSgGHvpF20VtrNgfQ5XG6UEgdIp8+xM3MSCN2m9qu84NkKOKLpFDS34+xOL2kaGjOYvkijTDAoCeehtgM/cEY6v2Y3Rk+JC9KS4R6cIWSW0m637PCe3MaJsyPWpDtFu04WP43K2/gC8BA/x+79ffN4rAnwpsA/JIbapKrIATrTF5hkdTj/igjtavV9SEA0ZNbYGi8QKqtP38EW2QQqBxkTLVxxTiSUvcQhX4Dn1tVI7hYskoiSo2U1mMv/decEcZgYj1HIJWlKjjrOEhh6OWh0tKHOPY06MXVKbaosQYtzUYkDu0c9Ikkht2JGFFAX820iaDnMtO6GW30SZAwD+mwkDdAkv4o/T178HoCfFhehJ8Z4NSRXhyQKt4pBiiRXaa5Jt4iWkeW27IsMjACeeSwhEh9tRRI3FoiHF5YRX3QZFte5CzTZYRKDjhJ/hmI0YTJNqqAceklJ6PmHYZe4+uVnHUjw2JLvN4GxieGMlcpxQoOdGwEmRcO42nsEeRrvaKQqc1XkvYGtxCap7nqvJFNZK8orzOOnB/KVJ3mJ3Gf5YJM3Cb9MMJhhJzUrKcCBmH5+AYUFdgDjHsnQ18O8tNaOR9mWK5zvYMMNBakt7Y7nxEmiYnWc85ISa5rgsjHsjShxMbdp57wNjhZ4UF6InxT1ECNXII61bMEqs8RynkuDQuhjEmDkBSctNBdHlGMa/BRDstGxIzeHO/wwmRs3AUncdS4V5HGqZLEEixCZazoqYqyE2bIh9hqMinc3XEUpPcPaJqxh33q3qYJlMRxt3aHCUQVN4xwkyTvwB4cQfsCfKighHAsy0Tnx3/1tNSEY4lZ9LNlVSXBL+rFku5qJ5rdhLHUOXKRQtPl/bn8e/AO/87aK5zzV4mojqFvHNiv19kdr5c09ET4oL0ZPiHi40r56k4KWSTSJKS6HoSuk1CrNDkCUie9p2pfmFgWSdqJ/j37/EZ91kBh/uXPyZSmwK0sz/VuxbxJeLBTdYpHfKmvFFndEMOTY3KwmLhH24CReFV/x4YPuFTlQWeSQ/3cGyO8QKdw6G/Hf9OMVT7CZSpNgpBokNuo2CiCzVLSsGL3BuGUV1oLoHprLPEs7TWNQYDZViQ5xdOwG3hyQpuWehLO84E2ZbkuwrSkvpZkZtevfbK3muTbKLVyhZq9mjSoiwPi9T7S3xT0ukONgtr45txE1z2xU37wboSXEhelLcg+N5QtT35hbi3UOwY9lSEet0F3vdhVS8Z5TnjCK+lEYfDVoUB6qKyrEDW8Wl2CSqvs2NQuiiJ3aKC4ATbPNerhJfSBDVYqP8NjaJxeHPtab9FQS3/eZasaqL0xo4zTFEAhlKz3DJsPK85Ud2wFVk0wkvRcE2hN4QmB0ddZVkqShBzMdaE+4rsHFAhFPixhJIugvNCiYS9ARvsVHGjUUh1mBEwhOaElrw/XLBxQ+rJiKB7HILwz5fn63OEiQVQ2KC9TA08Cby1eGuk112F/SkuBA9Ke7RBjGlWLQYGKKaSnql5QwZ5URY6qonPVeiRpvPy+jcN5I2vUY9NcUngpoaRGbig9uMhD9Wm0kIkFRkIhqqubUyiv3t9e6H4SDFalFN1G23uIzYOUOQtdziICE+AnE/sYAU/yi3GBiil6XOTa8bS9SELFbAtoqgEyiFVKZmGEvFZZqFAvOXFg8ozicQTlw7OvuDi4DgkGwRMeuIiBd8n4yHbfEQf9vUIkNK8CqzdUkK/BOEplBPKsLd7rwHJz/atLdXk0CkgsSXQFhwfXhbd1P0pLgQPSnukQxBCea2g6jCyt8fIpe5TTekttGGxGpkNkCMQ007rGVyyXWou5aazDHDfy6hGvsaPE24aS5hJlNdmJq7neDdeHIhKcgxuK2IPWACPU9QK9m5hSeoEBmSy8nuVzD8Z7BaeK4FpIK78Bs6+NwEVXGkncICxzVXZ41q6JEkwTebkp/M1UqJUEoDguRBAmARu5SWyc3x6KZ0KMq3pswnFZIJSG7rPLeDFtAprbQDkApxe3SLnhQXoifFPbpG9D7vplJoirFGOt0iPPO3839KIRwRDQhzQLWW1uMq5MmfZVDfVIIV38AwJisBk0BEkxGOPzPB+oJivJ0QVZJDFocLCZaS7LW8Jsojga56G5lZSCq6c8nv6na3hDfCV4z3+cYs2Vus+WNxvPN4WGiX01yjxLNpvSchw7dByjSIWcbYJ1KnTgq7tV2BjcmKb3bGceRzicg/tl1PNCf/0zH0Hzvvw6RXB0q/tr8yB1KSOm/sEse/0AFBToSr5l+Dp72ag2vwdNb347+39dv/pKd6PSkuRE+Ke3SFrTi3uZ5lNSCIWRIMGVqLoRrsEONsUpqwLV2sM1jAJyEU+xRIaWgSIQJh+h5ZLug8lQrPq6x9ltCVLeY/blTkmxGdjg8Wy2USYqnrnZZKESy4OyKT1EzbRPPwMj1B0Ftn1yeepAgHs4UFUpxUBJfT8U0gdxaBCRSnNbFeiSkM0vFgLBIaWpFCaT/ESL2g7GPZOdZvl0PauZc5dj5wYsr3SfO+lOK5ApU4dEyJs1Yr4SXvtEIwBmj3RE+KC9GT4h6tkaMwGUhqwN2M9PKmHO4yREkFbutpGJsmElwlocJFTuHdQookWQjAnPtlcSRaoDTBS29wA/WbRS+4g+aUXP0W++pxiu3iQoKtKkcK8TqHo8pyEjYeVGaXcDKNMe3F5u9o6oTwA58Bu5mH+X3e/CS84iMLCkF07SSGZKVEpTUeUYHARlMZEhXgxQRZyRVIZG776VBUXBZSyX7ICtUSBz9yWKscXw7jJR6Pwd83Ym08j1givU5yUGwg0YlHW1GMP43tzXfwUly0pjyl8Z67MHpSXIieFPfIBqB6FLOKy6aiyfwtwkuwvcMCUU5WexNItiHHuHagvJ22HY3/OMWHTFSgHEtwlaYQgSKybQiSR9ngWAwSLYxnOYHIxtIulriWjMypX2/9zvvbqHxWUsVqtLZSfGAr7JbPWicyxy5xBuzcYiJK8o0npUVsAxFmeiTFKHfmf3c/iqRyLiyyZoh0aqOMYCOggBL85ieZQu4Ul7le4lQLibvN1rZpSqhy7IoFcogf861TEzLj34rTTQIXda/ojS17JuQGHhakQuFTEb1OpHZ/xMmPJC23O6InxYXoSXGPZGjqxUhiFhLRUgEosUhwUmzA/9aWd2Hew98r3QsaZSeDUO5VultSPyPHenEeLDJ+NiGeISzAK9LD+32V3/XnMqikQCPDZjDBGnrwaDarqE5LAghsT/L2pUKwooSgEQuVWI7Feb7O9tHv8/XZ4ULC+5C135Ji02Lfk18HU6PT6pkLTr6jaupcYdDhDrQcld1rN88wHsM4TTXBIQZXSeezhIp6rkZPsmtAtOFQpv1hOR7MWn53RE+KC9GT4h5ZaFstn5s97EJTlQvzgoP2CgWaKhwixkQ6ORaXLfk6mjJZAi3qbTHihLjQKuF26DN485OwptNVXy3Fb/bW624KRSaykyZquFO+bkOSLDwOq8OglTaSCUPYXLuFpWi2SB1wSbhm68C0TfYTI2iIkYOcVskxSKr68S8otpLUz84sTDSD7JLCzBRsIQwGH47675HjlfYs0mrtu7rfbzyIvg26nWA36yGiavlH/PfvgdYJop4UF6MnxT2KoF2II2zOIp8x5meK3toQ8bYXxAJrR4lFAnPyplItX2Dj97NVq8NBRDjdek6NQgrZKhKm8hufcSIhXoO6y97jsLzOp8TevjntmDAEryF0NzvLa8dFotfYvRlLuALPRYvqTDMSrylJIlYE4us8OIR2MYHoBHSaxGCtuyWSm4lgpqruShYFV1lWPdcd+XpHvs4ItO8XtLMQxQdAuTMHbqGw0HxI7LbJBI+ULpM9BuhJcSF6UtyjLXKaOEQxIiW5k3SKtcjrdtcSbcYCF1OtrjK/sdpAQ0C0A91iqAS4iVlyCHkMx2w0hHfY4jqlaYWFeqddz76r59dlUImXqxxjIi3FY2k35W0YDBqdYj+3JbUBV1Cb7ZY8AWtB07TvIhAMg1TPr0FJkZqraMY+09Qk8NoEcQbgPliDPetz3Ig7x8/aGrltjDXle/7SpAI+TRXm6SEqkVXsO8bvbGZI3G6kRi22POUuGS4opBYtLco2itcaYKj6LvTfF+ow2WOAnhQXoifFPcYcuc05iNLIMl8mYKcIEuSMjnUpMAowjnYKghI/xr2JEeUJNPyGGlMUxXSKkIJsYOwUK6EOkLRUDAkN8ROInincaZRm8puIzFgPwnWXDp9IOXYkj3Ogyx1PniAiu8BOgFclT0N1+HoCPVS/fwsNc2PdYybloDGxeyta3uq8qXX+2RJZzGxL3AlpDUC0I6ScdM53c0noKoJF+N391KXVIoq5w2Omc3B/cMIFpxnQCjj+BUS773HsxxY13mBJjNjnG7OI9kbrY313RU+KC9GT4h6jglvs1UXzLiKySXVopTzXeAdB8hHj6I2EozdaWc6c/B6C4X3oEEQafAQgNf4I3byIfGJsqTjavmakOAk1gbqN4EVvcYKLBTeQhtSmJrMSNinV7qIW2WWgpMWzgdQMxdhWsroTuhnYUkFXDAkqqlGBVSuFop6qv23gXDfqNk+CsPKZ3QYZsZi6nBzmRMQSE5rBUIrXt4vtqxVgbbuKi/EiSO3YFyqWMw1z9vnGrC42abdET4oL0ZPiHiPHBNt2YCm1RsUrZcz8fRnFdjzDOBUNecr0Kbvd73Jgvl5QrAEskqJV4589ystfhBA3A6T7fCJcnJTRAm4nrfrJ4d8lOcbbMLRjfAxW8oSkFBMFVD7nfDhw1XSvEOmYjRhaWFIUfYOAV1RSWI0v14oeE9YhvTe1vbQXrTZtk68uOmq0RJ5DxJOTMXcAUOyB/rZMLLtQjNV1LIG1/1PTN0y+rzT7JDVbkj7fI+yR4l7xPBMiJF0CjDn3daii7JnoSXEhelLcY6wgXYxVtL0gGuLqEGWJDIvk2Hx+W49zANpX9Hx/bBo9NpMpEROXhOaSY/HG1hJewoCASWwzxe/NIsh4AoNru+BWCwn7YUhqxCSIg+31Sb5i07zjCcLAB/uxtH18fepvwb+TIcCbIy29Y3AVY7P6+hgKkq2QUtnm3E2xYShpFKFUEhdRIil8P5c4R4m02Q/SvjL7nv0GKQMIaxCl/H4NtLbiFLiOpKaLJNgh3vyk36nOSkcR7FGXYlNQ3LBqALRGHT2IqCfFxehJcY9RI4sMc8Rurq41QrJKJKrH6wlZCnDbwr3UtAm+XNTal1IY9Hh4GeMJPg5E12B4A+ucGAcydUPkZoNWjFXjpK1QvcDbqYBEHiyvy02fsDra8WQWdgxravEOQ+B44YMro7CmTns3OAvyOZzYsjm3UDMVzfe4j/82g4GnUUdzOrJxRTVFIW6WUa5vLtl+FpeVd+iLwFgkSixayYNr5Vw/cNX09PhGNz2GYTkepJPNy3tgO2cNPSkuRE+Ke+w0kG4SMWLsEtkRZVJyEsw9qKE0CnfTvcKpTEhTnFEo+88Up6TEeYm+YkCPasvMKca0TY33N5aQYRXQBRBTh6WiwkZt3iS8qJBjIqK3hLp2BSLZol25zH6U9vNseM1MluGx9Hg2jiXIL9aqjwNRceVK7jaHGGcU5O2FwXfSXlM/MwfO+/j3OQqK93gubJU2MVliMcEnzc57O2mP3KysbJ9Eo9oovQ23GLHGUJqr7Rb0qqksezB6UlyInhT3GBVC3ZUMUtsjj8LGwK0UnUS2CTBKbyqhNcTZKDdGHQ4RaqP2tO2I1moqPoDnS/YtFJUxhPPghffnxgWq28pIcZdZqSZ1wvx4D2MZERHhsJetosincHVnnzlSuCowI8GS0pwduZcBL+FiunxMhRTwLIXW6ejWZSpEahFkY8EAgvYJIv36rA3WWndcNHB+g6x214vgDULf80v0HewE9KS4ED0p7jEqaB3KOCyl1VwsL4dPgo0CnKoEK8tJJFgsunOj2db674t1sMtBzvQljt5o3VdCVeKpNzKvhXKNSc77o/nFDjDzacJNc6OpF8byICUsDFf2fu+phwjil2wsOwmNR5JQk2JOiMdlrvoKPEdHQvEtZ0BtwEJ62kZKCkcMhpi5RXFENDh3azuCmP3MZxg41sHzp5rOZztqJjy1OJDjRqxNEgEkdKEOl2xzEmqLTYp6TFR3pbsrbdlYXUFp6k6PAXpSXIieFPfYJfESosQ39hx/vkuluMkmduLYeNSapvxyRTl2k30YS+Vg/Zhns/b48XzPEGnlJCxGij2foZP/i5lP22os841GifNgA4gobD2Y4c4+dFnFXlrcw5IoiOJEaC+EiSyPrhtFIaQETa30lD7j1WXWBK/Fr4T6WFiGx4YJBcAg41r5DXHlVd66owPBs+BtcytiWp+DFomLFcEZfHvYUbA5pj3flaxwB6PbujzmucUj8r1wWHoeefMehRxrg/3PYXNvl0hAT4oL0ZPiHqMCvzm59oGsmLIdnDWchLtR1N6Zw9zHQmQ4t7PqMjw29GUKDSoMMZYIKX/OKMbX4OkwMeZFNYFiOg6xaQhDqo9YQnPc1aTUI3C1EpZr8Uhp8+wi1FnPLXpLSedwoTYxMOQ05rt1t2HSq2mZuSFo7eBd8IFcJqHDlVdZpDZoNUjN98VhcWJb0OmtQawoNtF7HSTzkf2oKbHWgNPsA7O9qWQ/AG3wy2fegucKnzFaq4sjezp6UlyInhT3GAV+o/RMk7zDU2WlhEi3Q2hIUoQjiRW5qrLxTe+/YqaoELtfrTitIwdOCgW/UUnFWtKUPU+nSIVm0wjBSpxgZEJNc6izU433EFdelf2ZRApRxsTmT972+Y0gwrQX7WYCgqcz1LzjIULjKQ5iM7KLGQ1M8ZiZDk+dFicKKLD1/nb9we5jXHnVMNfW2Tdeo5+CQYGGVZRZSFh7g6PNKzTSyb3FMRKeSNJT7BHjMbC2ZHl0KeKb/rZw7qXEtjELhaUe35r+O1yB5wb2KC3eEG9PXteeiJ4UF6InxT12BKavB01fL6ird6PzVssNXrIJtEaki60Ul9vvk5IpDCmWOt2NDMaiIITmEw3I39mENPsCB1OeVxD0uLdboaYIpOAUvlpvatm2JRAN4tGCna4cxXwFJbSKXS0omcxK8Ubp7eugKqUuwcSyc7xpALNNavSVQDBEP68CXoiGZefYqqOrZAoq872433reROmlJhPEkEqM+b40BC+ocDukLquTnyG8RjF11eLGH5Wwzp/D+s3FAUpA7U2qF8DM7grkGHKLCFcT0otFXVHCnR6TWrL38NCT4kL0pLjHjoAhhwtJIMaXj91pGiTAXLXO7LwXimrjSCXHrnq8FefKN7vYdLVCjBfFCJi77GS2nJsLzPbRLFCyjULEsey9TuUVJr1KP8UC9a1aIRwnwFEyTGRHtJnvejAa1dgQ4mDr5zqa7V7c3yh5OQV3sai6MYOj8IpFd1RbGnIV+sRza5+vz24IuKuK5qqkDVziBQyJbcp2aSRYshu4y9YkPZe8Fn/XGpoSvpggbotq1WB2hhnrIfr9F7YhxRFgyktZy+8p6ElxIXpS3GOsEKsmTlZohS51pcgpyvNujgkX79O2IymlgjfpiNop6puqNvUdVAs5mc0hqyFikLgeTuy0ghwtt3QOhq/hukuJFvpWg9sLjgOjErtqMd/W5wl+dnFNiIPxbJEWuEQR76T5KEYuuXo6CTJZlpqf3Iv76SgUpBRoDTiU72ZZJhKbb6hFeIL9JEa0r8BGL2LNJXNeVrBAXD3CiMPidoocpHqbSR94cIRsMCnkGfOXDj7HnSEQ9k3rtIz6eELlv8TFhORujz1E9KS4ED0p7rGjwFVSi4hKhXVKTrFGamNEOcsuYZRrqwlB/qUktbhQ6nbntX4WbkzRZhARPF8TQ+OlxU1zVYUyWpiWs3/cCKfUGLXE6KdSeKr56vDnGaX4A272rqveO/vG80a7EWWRrFwemxdrWjKW8BpsJEAkvdtgk+37EJ0RGY+6UDDVL1sj6rFuWWi2Fee2K9CLIbB93CaiFexyhXgLITqIMrng+ynLPYWriRamjPyUa+M6eIkvvC5hOR4k+lBP6yT0pLgQPSnusaMhWg1ivuJAM4+RNuRIUIv59+FFdvyxt9prL/OsFF5RXn0T50rXFdjo3bi4soRJrxLdB9rn67MHj7lPU/HmcVJscMxG3XM8B0R0Xtm+5n7htukdhowa28Q8vGL9z+G1i1Y6zwXtJKzornnqzG/RJfw920Lv9/3QPGqNaPh7uZ3VUjuB5XiMUxIPYuvTYuSCgyhlABXMKY6QYo0M5w4ctxB89VRJjhCVZCXFoivVOcVy4SrN5xOis3ZaFjUW1IOughbcWoMNfg2wBlIX6l+OF/72jTtk9KS4ED0p7jFyTB+SMqIB2ctqeSx5ex2kFM21TqUIIcMHHeril+Ix5jd2r2uXhFhusQNNHS5JmxChZc5ed2mRAn/AA+8iIlv9Suk6h5vmEuZ/yXv+mOcSt8EhxZj2ImHaiw0pvoQQtnRoVfXax/HiMdeyonjFU8DPzRA4IfZyfnP8w0KBoKtwZ6dPTEf0XMCJa/OK6jrAVpzrybK5TT4w6dXW/mEiXwX/NLbbm5Z77gkzNZdik78uoelOaB1BHAFr4PgUFuW9fw9CT4oL0ZPiHjsDSrvDaaqw+3yOncJrDMIv8FzBNjYP4WbCVU9XCd9/xcyglcIQ46yBQy40pceQrc0QvcKhbmoGU9aMH/yRaIOQvidXj5bjQWsfW2pqyo2cK+KOBeLAVdPzGwHwwkKcQd/DF71F3Fa0DTkOKccMKQWParxdpL2vSx4tD3LgvVpLZiw7x1qHR7LdQkwHWjJJqOFHqDUzka6gusTQ8xfHkJIqUSOp+Y67+py20uTPIBhkf69dEH2BXRg9KS5ET4p77Cg08WTMQzsSy4Ow3qiCbEhxUuX5cJlUC4DkGyaqbRSmI169f0wnPG/KVfAmJk3LRkgT0XC62xAvXHBH8xpv3iE18mimWEN4ZrgNajbvzWn7csqa8V7RzlI8JtobDLg1RCKXJXnKzbrdvOJCBJua1AWTjaXlVgzj0WIzA9wmwaPWtqUf8/t8ffbgvZiZVFBof366qt2m1bNXcFcr7UYtNv+nEEjxvIp10pmAZP+wqRHgVigzeNEK7STVe7Fg9+D1B3yWSbJQcJLdbItyPCzHg3Y6jMFK0PaEfdo0wNmG0QoAeyh6UlyInhT3GGtEu7IZBZYX3LXoasfV4li7506R2GkpNb7Ng7lZad2xhBuypPbFMoQlgshJchQr9e9nrA8GRskzipml7AH53e34Df0r/nYcuGr68PsdjEZJPptgqbWiJ/bg+O8WtRVIXuaMaWxvuySCmqhOG7y5Vrldf3CXDTVGgsLWxqrPOEMVzt4W4dzEpFcthTvJGiWgbcGtpsKfT3577LaIeZtVmNFSm1HTbo6eFBeiJ8U9xgTKDaZVM4u1cbLrom0xV4PCG/CYILJtZnrbuq8kqneY+bTsLU5NjCCiC53f4KFgEZZfjFYMN1bNfITTwY8PAjx/tZRA4VTHZyFTZW3ddln4bOMV9pIrArYHY5doFc91K4gAMTEDV15Fe2FI0EVkeuVbwS2W4+dYbu91DpaA0bbJhjk2Ysp3zFfdHGNK57rGHlVDLb5Ufp8NBDqhnv1KnQ0iGsQnaikXPXz0pLgQPSnuMZbQWhhrdgILgcQJC4kKbTKAaBqGRbYTCHOph9oDj5XCYUnqVk7HMZcUBqf0zWak2Ccy0aVChc/cEXxcttKJ7d5/H5rKezeBIgSxSE5LkRC60qVgHuRM6WSwTofYn9o1cyFffW9ImUmk6GrAWp9PneYTSx9Tz4qkkGItIk30FjukVvMfW9BmnYiIViI59SQFUcuEko6TXQOwh6InxYXoSXGPXQal7Z8VklxkmUi94QKNLSLXHlHsrwtsm3sz5RFt8/Byeb7tYkZ4ImTYtT7w/VI05RuoajeZy+LbbpqbRYRF68RXMLxpRwjxG/m45cqrgn7jlEGHh0zFNKi+GmgtuzsEP+ZC1ozUdIyu4LYwdkmxVSCnDULZuRgi1fyzeJGd9ff8pa0tEUT6ORYj49xeZc4FceAm1Cp415WAsJGaa42THxn8kdn5bk9DT4oL0ZPiHjsDoo0tBMKXlSjBwFVdS+HlF1k3gSJxm0rhxrQlz85GCnm0qdKLCWnkqIaWUczBp1VDLV0fxjIiTJFf5Pmz2+A3wgjgELZom0K5lOSHWKKCwRtBelMPilhHcmEOmszjMuZ7ln77XCtnV22q3/yk08gj4pd+FpfRURgWq7lqqTgDEVBLDcE1/+d6YsXECccSk+UlDnXGE64N2vVAel4r8HPtTwbP4jJ93wHpM30kp3C4NqceYexWpPhHP/oRnXPOOXT44YfTa17zGnrTm95ECxYsoK1bt1rLffe736Xf+73fo/32248OO+wwuuqqzF7z1JPiHmOL0M3EEOOkzm/sxp/VnY7BEGL1PadGLuR3I7kY0LVLpKjHSVZFrlTxvycgqC7xCK3WtSqRxh0hH7erynG1iTfBwLQX6z+Yx5gR632+MSsvK5fkm2wSIXandWtP8Ty8YqnCGi7p6DZkFURFmlkYFS53Hw3elOY354qip/zORmOb0Ao7TWHfLOhxbKJqHLKFOCp614ViXQAnrvXI+lGwyTInrcbHjflLm+fNeYRl5wzPe23ALDQTyfWqLyGojVpGgmeED+s72QUxclL8b//2b/S5z32OPvrRj9Jzzw3act577720Zs2a0lWq+Pu//3uaM2cO3X///fTUU0/RV7/6VTr44IPps5/9bLPM5s2bafLkyXTWWWfRmjVr6NZbb6XXvva1dOONN2Z9Vk+Ke4wcwkWYyCZ9gO0rXkgYkKnE1AmJ2KYU1YnLuNNywEgK67g6nGqZyA3+Hyvk+GAlHPzoocMHjBibvF/Tpe597GPm4RXrsQtjn+jEM8wheB1D25ELTeVuFNvQsbhNPlZngZoYNxeSdabxEQuKuFRYxUlwG7K0BjcMCvCEBh8Smu0MFCw+QZAV5XogwYly0HerXMck5CjIoirKSOpizQYkFDl6y7YoAmzd6ET5TaJxbULR7ifcp/rUiShGSopXrlxJr33ta+m9730v7bvvvvTUU08REdGVV15Jp512Wskqs3H11VfT1KlTm8c33HADvf71r7fU44svvpje+ta3Btfzyiuv0ObNm5t/GzZs6Elxj9EDyCJ0Hll1O8YF/GSpCRP31MT7HlKsEqEuddLyL6E4Xo2/jzf3kPiP61HcinPjN2yjmDnKGVfePHKUSExWEwgnP0pEfqONIOrK8+vr736keRuOF5VPkXhygipErnWFU6RVYyIRJorNO/xlEwhtV1CUU5dHzMPLQ9UWpzdkNil6bTO85cxj6zgSBhArCPEmMEqRldl/vFjUKhzVFHOJoPFzwfyd0OraoIsBamqzDo0YS2hiDOeiXTKGgJT8YSJ7cNEqyu/nyCoM7jHESEnxu971LvrLv/xLIiJ63ete15Di73znO3TooYeG3toZPve5z9Gxxx7bPP74xz9OH/zgB61l/vEf/5EA0AsvvKCu5/Of/zwB8P71pLjHyKDcaBril1NYFiAVhgyXxK6tr4lxl3nFoUK7VPLsRtU9jKX2PqhVbDN9uooGtokuCnNGAanoyFKJzXdjajGuvKrx5artmw0hVmLXXHD1uHMlmQIxVSWoc57FQiR+LKyDWqykCWuN0qqRUAbLF3wJgh3nJBwHpSOi1l2RaGjdiHm4ZyOakuFZLwwR1nzJpjFJxJrShhxn+YmZX1eMwgsMjLXUH+NJbn29cLzEbW0q7iDglp30erYzY6Sk+IADDqB169YRkU2Kf/SjH9F+++1XssosPPnkkzRhwgS66aabmufe97730ac+9Slrue9///sEgH7wgx+o6+qV4h47A1zrhIHoJ56KqI1CLZ4THocQJMWOOryQZGU4JW4tNZJNHAMEBgalNzfJ5ymmLpznxDIF/MQb3PcL2/0QgXDiD/QK+NTGE4Y0OTnCbgJFVwRYU4d/igWDzeGf63wHt9UwR7BAMJYIkdCpMITU6n8OVQW8BESPw/Jti8dTAGtww/B3rYlz6qy5RNjL/NTxYzgJiZ3tLLCLpJs97FkbQoqwlpBRsk2JSIp/S8AiAq3EXZ2sa0/DSEnxoYceSqtWrSIimxTfeeed9KY3vSl5PRdffLGo0vJ/a9faB9NPfvITevOb30znnmsrLKWk2EXvKe6xM8IijSaKrTSSrQTuZ631VWiNbPNtL+5WV6Oz2XZnRW7yRLIPFDPEp7VQfbdjHYfeSQxBMjwPr9jLGpWYE+JNKE48cIkpJ1jafhplARdPAQgqidsKf1MDV7F11ePcfOH6mLPUYa74jsBKohHffb4+O0yot2FYfLoIRWRYVWMTYCITzYApa3Drkl636Ua97UXb53xvdR9KxXtKYxfLb+2sX1LdrZmkHskYKSn+7Gc/S7/3e79Hzz77LI0fP56efPJJevDBB+lNb3oT/dmf/Vnyen72s5/R2rVrg/+4R/iZZ56h3/7t36aPf/zj9Oqrtveo1D7hoifFPXZlSMQ0hbiq6jFXgzNJuKb+ppJkzUZiPe/eADNyk0MI5RRntXQmCsp5l8JXFnM7eYkWCk62Vg8J8THPtSBeB4Pe8uTAmjLDiczj9ogmGcN9+6OHym2cE2Bir6LNEpzftTjTt4CgpsT0GWgqsXaopH6PqN80s8V1g1DUGfnHbKrn15BdbbYA85cOXgt8fmimYazgKfEZRYgGjZVKOPZ2hu+4q2OkpHjr1q103nnn0d57701VVdE+++xD48aNo7PPPpt+/etfF21wDD/5yU/ot3/7t+mjH/2o+Bmm0O5Xv/pV89yf/umfRgvtXPSkuMfIIQTZP4yl5X3vM9BZW2dDliM2jtO2I2yNMOvJ7LpnZkddJcXbhxFyEy3sSfCWtkatSGL+l6yn78X9gyI7pbXzuMxNS4pXM5v0mTsahbh1HmodFXdG7OOduL9q+Uf8Vd00t7yxCpGd6StAa3BSgpD1w3ttMogwgWbB7piXa+G4mDAk0CFvMiU2LdHA7QnMPytdw8RmHUrLZA7jL+Yq8VacO7A51J8fa+FsQSCqoWtuKG3CHaRonfVCyGkJ3qp9eA8iGqOc4h//+Mf0jW98g26//Xb613/91zarCuInP/kJveUtb6ETTzyRfvKTn9Czzz7b/DPYtGkTTZ48mT7+8Y/TmjVr6LbbbqP999+/j2TrsfMioRIa8IvLNGiKcIpSnIw6izjkNU6xSISsFlwJtrzWpZ3tSqFEdpXiHgKhUl5MmIq/Pee3ixRicYKMmT9KWyegqsBERPSxwTot60SoTa4LNwObdwc06nxikxAiWe33nqsHPV0103BxDQbK9iZcJC+wGb43ejaswRgnyZIdIpc480zu27TvbfzYWlEdOzEPfiStnboH7djgz0vLRK6bTda3u1xBlKTWsMOF5Rl2VO3UmR+uBmvFim9hA5mv9cV2WditmnfccsstqueYgzfvOPTQQ+kv/uIvsj+rJ8U9diQkVWUhRdRWBVr6hPR8ZwqysD63O10uThDucbHxRNf5xYtoaEGwpvAXwyJvJbi+xb7PyQOWpuxD6nGjECcmWHDkdN7LhtvGmUWuSfYBToSNPcElkiWkmCvoK3Fn2ntyrTcUjvC6mJBVMJe07Ahj8qwZMXYSJ3mGY8Q7QX2WkDpDF0pQEbe/3o/JfuhFg5Qcsz1jMXO4JyGV21VEREjAvHnzUhYDAPzVX/1V8rI7G37xi19g4sSJ2Lx5MyZMmLCjN6fHbo5fVedhX/rb5n+ON1TAT+uz83JUWICEU/XlCnjtYLmvocLJoOZ//lwqtOU3oMKUHwJ4G3mfm7POj1DVPL+8St+ud1fAPzuLX1ARbmDr8/B8BRzE3nR/BcyOf+YDqHBivb3VZ+4EXf/hwQv7VMC2+vnPfxG08NPB9VTveA70+GTv+f+NCh967FA8d8xPAABnVsDtbLP+FRWmgfD/+dXgu31938GLsyrgSGzFX9J+9grfXwH32d/r31FhUsbvbvD6h2bgxeO/bz/5hQpH/Qnh/xBQvXUz6ImJaSv7YTU8XlLx4Qq4M3+7o6jOAOh/AgC+XK3G2fRO77Vjn6vw6GThs79bAUcnbtPvVKj2fRr00BuDi30BFa54aLq/rwF8v/oiZtCnvb9b4UcVMLX+Du558IUKmE+o3vtD0Iq3YWO1AL9Fl9vvr6YAtCH4EdejwmcSj7lPocJNCctK18kU/Eu1DMfRx/0XJlb41S/OTVrn/6iew38j//zNxnfqa9Tvtjiuq2qge/dIRjK3S2XZ//k//2fr34QJE2j//fend77znfTOd76TDjjgAJowYQL9wR/8QUs+v2PRK8U9xgpeS18BXYg2KVnDnSnFrMFHjsLdNpUiikihkIp6aru1rzYBR0JIbdgGeoLQWCf2+caswfacOSzsmYdX0hpmEKmqr2Sh4AV8txOshg+jKPx5Clc3f4vNQdogciLtag3B3MIu0SutdbVLKLZTPbIdN79wYWZ4Uq6NFnLsGycgGr+m+YlD3mFr17jHm1Z4l5tg0qMYI7VP/OVf/iWdfPLJVqrDCy+8QB/84AfpC1/4Qskqdxr0pLjHzgje8pmIwt3lMtEmx9iCU3QXI7piBnPCax60G6J53kyrBoixNkXtWg7mKKvAYS/7MWx18aCJYWtumjfbC6rTq46f8y2xwihMrP8vsAKEfMWRZg2dE1gi319c46SteXaBrhBLljgORHRsPYAqsEgM3ih/hpSZTSRnD8cQsgCY4jFtGSw7R/THNgSSE82AlzyWTGGK5xpiHPOlC15hyT6VY6niHuHjX0B6IZ1k4ciwdVjxigxT1oxPXkcPGSMlxW94wxtozZo13vPf+9736JBDDilZ5U6DnhT32GFwyB0nwqnFdg1aZBhLpHg9pXe3i5Hq07Yj6jPmpBhHb5QFKkl9SQ3gX4Ti5g68aIonJEjk0AwM2mS2cuDKq7xit/eBiHDG4F8ijJc4J5GCaKBmP4xlWe8hGvyGBz96qL8f9pY/n0fVuYMNawDj/obrbNJsEhZ4RnHMP7yCkBWvlguTPKENsDzUBZ+pqRuuaizGtClqcfNe4dxw1VspHYJDI7/RuLbSWZ0IvHoN53obSpvIhbRPzOyKKd6rln+EaBEs//0neuF4ZBgpKX7d615H//RP/+Q9/4//+I/0ute9rmSVOw16UtxjZ0MwdaGFYmxIblQZLoxNM9YJQ4BdKwUn+vw1XHtZ+oDAVZFGNL2L/QfFVCZNwOBCd98lqrT8pnlk5C2XlCr3HIJtwmQWe9YQ0/xD+C6xaKhnkTd448eeuy9XK987lLawz9dni1Fj1ntuBU2S1uFEmIXi2fhxwAm0e3xoMIMRiXxbSvNsXwV1YZFezTLhwpDi6cLyocFifb4d/MhhKrndinOzcnoN2eaFZZaqm0KSA/YJs96HsVSOh6uRUhAXtA052+nun5RYNew//HtJ/f4+ZaIbjJQUf/zjH6fDDz+c7rjjDtqwYQNt2LCBli9fTlOnTqU/+qM/KtrgnQU9Ke6x0yNGTtci/FhBqhKcsj3cOmGpwvW2tPEQazfjh7F0cINlN8ioKuUmGaQg0Mq5FKYdsgSJFJuMYi99gqvFGRnLmn3ie/hi42Nuls3ITPWmfW+GeDwuEb6jRoqJZEtBKKVhLNBprBuLA7TU/MlIU4xTybGCaBOQJSD6NorbqBPV5NlYC3Ki+4iSSDcnw6UwariEWFxbaZ72yT0HHglGSoq3bNlCn/70p2m//fajcePG0bhx42jfffelT3/60/TLX/6yaIN3FvSkuMcOQ+rUfyFySK+7bNJ7hUYehvy6KnHsMdFA9D2EPX1Iy90jtR5uiFQgkzjaRS0AzLnPfoLd/LHsHMKkV8NNLYRpbpekGnwPX5QtFF/x1xGzTXgE71a5aFJt53yJ/LsTDchuiPASUVAdLepSJ6zPU4sTip6Mqu5uf9BHDKgd7ErAc4sN9kJaG+uQp5iI/P20DoNjELqvNqnoEmAd25iqmzCzIxXdWc85KvFWnCsrx+w5jyhn+H6DrcW7RKKY0SMNY5JT/Mtf/pK++93v0ne/+91dngwb9KS4x5jBqB0lERMhzzC/mJZcWFPfo3Wzi3S5MzC+YaMkG5vEKJp0uGTgpK1opSx6tgkFliJ+86BFsskldjvYDZ4Mr1fN/83wExN1pGrepa/jPb8cwxu6MKCR0iS0grUkZDQNMT5zzWLRkNoICT9OexkT1EGc9L2DXfyEmRKroUekyFJCKF9XtUgY/BxB1Tg/lWJ4jZWsE9K2eoV+NJhxChY2TgfRMxAtN83AsGBf9ugOu1XzjrFET4p7jCkKOkGlWg+MultsiyDyrREhwtxhIgaRn7jRVin21u+kGHTd1ewQhAkCbzF9BihIiLO62blYPXyvq1gaX7G/cRPT14+Zw23fjKZ4bjkezNlKj3RI3dZSiG0O+VVbMTN/cbHKixnh1zvqmJjUuU+CYh0Su9zlFKU6aRDRZhQRC0VQKf42Bu9PERbYMkmWigA5j9pLQlAGWI1tYmVPy0aBzpt3cPzBH/wBqkoPyf/Hf/zH3FXuNOibd/TYEXgIFVYDg7D7d1eofrERAMRmD1FUFTYQMEULw3ebKJQ0VdBgmnh8tQI+OFjnBlSY4jQROeCB47HlxIea/4vAmnHwYP2/r/4Bf0izmgYFX65WA4DdoCGAgyrgeWd3XFv9GBdRoAFDHaYvNjup/gNwwgZgEYA3w2ogclQF/J+uM/gnV8BzaSsVm3PUqN66CfTEgU0zhyB4M4gaJ26p8MABhLdvqLBmiv9+QoVKOEZNs5JsOE01Po4Ky6T1/FYFbNz5Gx+UNlwZM4QaSJjXQstMrIDNzmtugx1g0Owit9FFNWXwv9tgxNmum6ofAgA+RW+zF/vyuaCzbxaPRel3eU0FvELAWyvgCfZS02xEOD8afLPCib8DPHDATvxb7wZI5XbjSlb+jne8A0cffXTzb/r06fjVr36Fxx57DEceeWTxRvfosafieBA+A8L1GLRqo8cnN4S4um5Bs9zlUAajfJBKhCkvs9f+vLL/NwT4w87jGhu0z4iBd7X74HCdhpyfDMLlqPA1VA0RlgjxjA3+51ef/IdmP7zBvMxunrzT1B/SrMEf9U3obHqnTIgrvxPbf6yAk4WvFiTEQHPj54T4X6ov41fVeQCtH7TfcwgxMCDEE+rvc2b9/7PV5+11/zr8e3y22mo/8RwNutpF8HFUePH476P6r3d6rx1eYUCIAWB1dFX2Db96O4DhTX7NFMIHhc2RCDEATKtO1z/ntwLfy+kyJxJiYEiIv6uv698zz4Fxd5yOcXcMtvsLCe/9uLDM96sv4vvVF5vHyYTYOY6nVoNOgy7+1f3MGfbjv6/+IfpRH03cLQ+ZTV/CnnSFtM00IMEx/InzeGIF3BJ5H20AaMPg/GP4Fc6tXx9s4KfobXgn/qUhx83bz74ZADANhH2/8X7rNel3eaV+6gnnpX1vHqyHnx9n8k3fXAHvBR543fAz1lVfGFxLe+wYdClPf/7zn6fPfvazXa5yzNHbJ3qMJbSIIPd5r3mHBG5f4DYHpRECERG9hCaDOJhFvBZpXmO2jGvzCEW/SZYQrYEHr80J2ROCwOlpXcyecQqqFtxAOPnR6Nu8PF6loAgn/mDwP/MXN1YKwCu0M0kUPKvYS6DgWC2/+DxBtE50WRDGsZ0gZhJL8Wkx/25utnKDW/X3ed/7cWFZKVM5kEQibuexyvLutmm3Zp4oMhkDf7EL5725TT6sWL0CipDc6MKFiTTTbAst6UrIMvFpbFevJU1hp3RMmE277tLgunvseOwQT/GTTz5Jr3/967tc5ZijJ8U9xgJNA4jExAnMuT+/gYe6soLT3i2eOxVhsi3AkOKcjnmh7zxmN5tn0raXJy0cgnr7MKXZ3ylFQj/FgkE82xHxZXmrZxGcXGYUijVg2xDzB7vZwV53P46U4y9QhFbaWKP0fYsIYrqES3qTm3GQkA3dvMBWkkB4PST8zjjjW2qCR0OI+WAs0a9rkkiexWV2I4zc7HBebJeRCqFhK86lrTjXIsVtYtqSMeKW2D3ysENI8dKlS/uOdj16dAiX+DWZv4kJD0SUR15jGcj8c40yra0/QVk+bbuvTksxXtnouCsWFtiFS0/hapEsmJbOwzdOGfxLhJVX/DH5O+zzjVlNLNs47Wt2OwkYRZPusXlIIDtp/ywUox2HSASag64LKIn8XGVpEOCpz05utEqMHeyFtMK5Zhlnn5mC0uDMCIazMrEGLEYJ5q2Qk6BlC2vKsHleeD0ldi34nARHqTYRdylRd0T1oLeACGPKS9nv6ZGPkZLiU0891fr3oQ99iH73d3+X9tprL/qzP/uzog3eWdCT4h5jhRyl0xDFbMKoEdYQaXKJcSoBD6RP5KjDRPFYNjeJIln5YcRkJe60X1OqvnGYnQtrqaanIj3Cbjxak3UeyeYqxUul1AX+O2c082iLJQRRYTdksjT7eRGhyD7h/dZERIthXvRe0lTlA1dN97bdRLC5A6dU0ku3Iikj2WAeXk6z/uRglIMol9S6s2Nzkf/5CtHVLBDB6wMn69r5GTh31AQTjj5RYodjpKT4E5/4BM2ZM6f5d84559DFF19M99+f4HvcydGT4h67DFzyym8soddSIBG9iDfZQGrY4ZL5lFg5ToxTPNW5U6KNhcUBVwEN4QlCyOtFFX9btBsY/822Id54QVzHxODLWiTbPt+YNfQvJ3wXA6nN8XEgmiZ8zI7uQNcFgjYRByLRdsiWq2ovw2OW8uvGzS3DY8G215KP2trvOVFrDKGGHU1Dl5oMN0RVuwYVxFJGO9qZdZasmyNm38DpeR0uNXL8oZ40jxp9TnEhelLcYyzRlUCTpMSyIPsGhuimqJ056rIDlwTzIrqSHOWcWUo3j7gNnsLV0WXcAYBXTOmoUTjxBzS+fsrqEKfs77dIxWkxzIbY2c5TuYBw4Z4EU4DkFJG5HeNWE8Jqde1jlTq2GURVOakYjvL8vi6iA6PFw5Unq8OpUBRk105hyDLO+FaYJLuINZSYbr8es1akIjqAXYIB8ZXI7wkFyjLDqGsRpGLVgx891HqMkx8Z/LGwp2BjhZGS4qlTp9Lzzz/vPf/iiy/S1KlTS1a506AnxT3GAqFGFBLhE5MYJCKa08Eue8oyb3lODkOknZNiVxHmj3OIcPDmHWuqYBZjKRM5iiBRpNEII8ViVztyvMWlMF3uDtY3pnMSN8YQbRE1ttfH1XEgMfXB/e5a8obaWU6B1z5aQiDJQCywo/BgYSxgeYin82N4KR3/gt4G2mAs6s444XUHox4ZdlRgV/32CmOd69/2rjXFWD1Hj1YYKSmuqoqee+457/mNGzfSvvvuW7LKnQY9Ke6xo2EVoI+g5bEHyTM8FXor6VCL6RqS+itZJtYTGiLfFBE6GMsibreAygPen7W+4si4CHDlVVYsmwpDiFPTJwS7Re6AoBUwIax0uuR2JSwVuCRhovEoByLbYj5mjVBLCjVumpvk73bVYFPwpSVHcBR5jrfBiwCMghXo3Yv7k+LYis4JfhEQEns05dl8VkyZtgjw9Ix9UFIjwK8hvW1izDASUvzVr36VvvrVr1JVVbR06dLm8Ve/+lW688476TOf+QxNmzat1YbvaPSkuMdOC1cFzlGFR4WcFAwaEOOY1cOow0lxbLVncLGwTp7PugyPhdU5hgsJNGXN+ME6EjKJN3SoGFn2CYN1eev/Hr44+IMTXEOKN4FWcGV+5o/U9UQ9zxRWaolqywRFEiDqdsMxm0urFInE2QGDnLzmC8fYhch9xWLOs4ASCxE/p8yxgGXnNP+fyT8acqY4hzu4FclxLKLSfT2y/Cij167B076fuKCYlV8/uryW9LAxElJcVRVVVUXjxo1r/jb/9t13X5o2bRp97Wtfa7XhOxo9Ke6xI2BuGDdirXWzaGzAkYzilMI1D1ySTlB/RYzBlF/QilCDT+1i0qvWa9a0szI17a1PI8Nmny0cKtxm35s4tpi6/1Dkt2qIcUJWcTKUJh6Y+SP6RMr+dfapQYwUjzkWh79MDoHNtU2ojTlCSBioucp5sEBRUHqNsrwXiE7aar9unRvO4KvJGo4Wm+mvS4PVXESVZefz3evFjVgr+ogHsW6B7RPiABvUXmxTC4D5DvlmXvArIF8PNrBZsh6jx0jtE4cffjj9/Oc/L9qwnR09Ke6xowCEbwBah7fOkJJnnOArLimcIxp+P2kAkDrlatQrTHqV5uHlZgq6i05tUoKCC8y5T3lh+OYthKRGHikYh8G/eXjFer5Ri3OxKX+73OJDzLmPMOe+Jqc4ReG9OLLMPLxMKwiDdQVsDi54fJobrUdEybMHXcGQ0MYa4ZxPWUVyCdD2q1GOc7vdNe93SWCNMyWS+G0MC+cYcmwUqcVxuWUSJ21FXEU3xZtnxVd+prOI1cSEiOhwJF1HenSPPn2iED0p7rEjoV38JUJsCtmmrw+0Z3YRumu4pDjlDmOU4vq9se1orBPGdhFQqD3FNcNcHIv70rzDSRFsDjYQPKU+dhN3q9FFsP1/e2S/ZidGMBileMUIbgfV8o8EFVQeM2dUzJRGFRylmcdtgZvmRlMtnicMYru0dZzxraB626RKSMezoArHYvs00q2pmS7MjIxGijksQlgfy8FT2JBmIXViGOvWMmJNQwLhzUbK9bNXiscMqdyuIiJCAv76r/8an/rUp/Ca17wGf/3Xfx1c9sILL0xZ5U6JX/ziF5g4cSI2b96MCRMm7OjN6bGb4Q0V8FN2xlUVIJ2B766Afxaen7GhwvenkPo4CO3DYs9rr/+wAt5WP/+mClg3XGYDKkzB4PHXUOFkyK+V4lOocFNgHXtXwK8jH3HilgoPHDBcqPr8F0ELPx1+k7YvGPhv/KvqPADAvvS3zes3oMIFIFR/shS06I9wVAUcAeB2abX3V8DsdvsKAPCnFXAJgIn+uuZUwN/lfET1n1Cd+LegFUfEFz3lMdA9xwAAXv/QDLx4/PfTPuMXFf59AjAp4zj5ZAXcoixOqFCBMO6O07H9tP+f9dpBFfC8874HUOFE9tlvrYD3U4Xr6ufM6/+OKmkbp1aD/7+OLwIAZlDkOGP4bPUK/hKTMRubcX/JofCjCrgMwJcHb67OfBBvvuIE/Ntb2LF/0HbQ8+PwECoc3/LczIZ2sQvgpuqH+BSOaM7Fd1fAv9Wv/VRb1dlVsw/GAtWZD4Ju/z3ruXXVF/Ammj9m29BjiGRul8qyDz/88CaG7fDDD1f/9ZFsPXqUYSxTFjxwldi9LIQuE26h3Uuyap3b0a6BUN1tin38F8KfYSUT1CH61fKPeJ3IiBJaFDMvNf9uqp/4ZljfJaWIjSOmFBPxArszstZNREm+Yg7rWHX3u4k+EDraiUi9DWXYJogGiRGxdtBNLJuUb1z7k1fQIOECN81tFWHnNt5QkZsAkYjb2DGkKcqr+LEs+MjHt9k0c9DMxeDvWFFdDCNSjbnlxFa7Mz6Pd/HrvP1gjxL09olC9KS4x1hgTKLW1A9XSK+VBVd4aQgU3q13rRMOpEg2Th557mjjiZz0qlfME42sirRctQjxQIuyF8i5yQFDJhGIb7oCfsQlx+0Eq8Uzxzy84nmKB5+dT44b3Adr8PFTLFAzlZuPU47pLvzcObA8zJvjxLhBKoknP6ItpeDQRKoZctw2d9jzC5tCOckKoHSuC9kmUuLViAY+WtdLy1/LglTUF+teJ4CnTnj7SRt01FFsYsY534YMMv859DxiZ8FISfHChQtpy5Yt3vMvvfQSLVy4sGSVOw16UtxjR0FKWTgEw4iy6evRFKG5HuP9V8yk07b73lYREinWiLFGjjOj2HKR3HWKRUElFw0xUiypxP5n+NnEWnSS9xs6+1AqsNMIcVFbZyIxazj6lv3Zg7rzHSqiS8G8rKmZrKFBQ2pecggFsVcGoYYLSccCh9I9z4LSkc7/8GEqSrTYTupCl6Aui3F/JZgOjzieiXQSTWSf39EZMuUa5D4trcctokvJeG6Lcb3UuFNipKR43LhxYvOO559/nsaNG1eyyp0GPSnuMSqkkJyU+DEJCwlppDikAMdei6jHpakTKdAUJ/dGzIu0eHFSanRYQwLxfjtVgUWwZcGoxOPRcu5Zh6gSS8hMlvDaUxMNj4HIvog1uzB4Fpd5Gbe3Oe9NFuYnw+ompxXBWURfgFhsmZhzLLWhbp6bjYbQJ6nERvndhmBWtVuoF0VCprCKWFtokm0XquVJXEGeLUJSdqP5zY0IcHp2DriGMW1y0yMbI+9o97Of/cx7/oEHHqCDDjqoZJU7DXpS3GNHQBRvj96YZbNYWKcgiP5drgRrBDdGfN11pES47QDw6foYGV6OB8W/LXV4Yfh74rpLCdddGt0uN58YJ/6g+TtFxXsLu9G3UaMWEZJJq4j6d4+20XWRoqw6wJVXWWpfyJfr2iSahBGWfpEThyUllGQTn/qckWLpgikbCeTTLJM9o2BIcf0/J5V8X0fXCwwsBzGrlUNyxYYatcwbEgX4tRDzl7LPl0m+OKhLxc0QZ4iIiJ7CovB778KgU13vJd6pMBJSfOCBB9LrX/96GjduXPO3+TdhwgQaN24cXXDBBa02fEejJ8U9diRSlWLXfxtViUs9wqH3341BpJpipRDJuVEYnfXxbOLkgsOcdqxEQc9oTD10lVHTqMMF3/bUHNYjwUjxx+oVrINKSnCmbBP5Hr449BFLv1dBBjFH890uhF1IpACV/5xHxhWvaxukeJit3zundfdKiGpwEiKZyFH1OEHRlFTjEU1QDOCSd3NOJqq95pjKLjJOuJ7xhj4cKleVLChSjURkkNxj58RISPHf/d3f0S233EJVVdF1111Hf/d3f9f8+8pXvkIPPfRQq43eGdCT4h4jxbeRTHy1675UkEY0zC1utfLc5w0uH75uyPA9RrV+CUmd77ymHUJBS0y9sryxl8Bvwyq+KW8ZPvjoomAyVmR3SeA7J+UTsxbPBi45fRF/bD02imGMUHGF+0i+7Ph4O+/hh9lKn1SI1krZjn187SX2kiX4sWO8wUbtro8H3DSXFtGQKEeL+pin2uQrm/fG0imMrcQtHLO89JlWADcFJduKIcAq3iuN1AmRajYYdgsFQ6fyqpxjqCe+ux1Gap9YuXIl/epXvyrasJ0dPSnuMdbgJDnXU6wRZA9dFsa5d56pNgnmZEgiRq73+LTtsMilNg0f7DzFCpo24SJ6zy/179sUVEl30MSb4T0EvXudtu4YcHz+e4hoKR6zkyb4Zx+sb8cxz4HwmQGJ81oaB97XOdYh6gFdQQnT9M7y1+Dp7E1pyHesHXgXBYMSUgvzCnD8C4yQ53h8DdbpVgUJKSQ0lTNLgzNO6M01w1w/+SxNTuc8IhpeOz4E+pr7HVoUefbYsRizSLaXX36ZNm/ebP3bldGT4h4jQ+IdwPMXZ6qRnChbpLmIqEUsGYGOdKVwb3CmYM7KGXbQTIkmFkQNlmXr42T4JUQLyYx9IkiMBXBikgotio1jqaYyJpA3zPyR95zX3S6BJDeKd6rKpqn4bJu1FtEu4fWUZMeqgJMfTdsmB5p6axThtnFzk9xz3WQhX4Lhd+f5zKHfcxs8OwNX8kdqoyC5wM6Dk2BSIiSfCfZdBEXZywDnH6JZWD4kP+8Vsf4kbYO1dJoeOw4jJcVbtmyhz3zmM/Sbv/mbNG7cOO/froyeFPcYJXimrqYKx7grt0loXmJVQZai13I+3ODyjEtHhkrtDgB4eH6ocYKWNJAFl8w5xDjk2R62oZ3SaReW1CKqpXhMJ8YjRKipiGVlaZ60/btii+au1NJ6gLQJFzWJEjgsnvogEd3GysHODzECMKAkBgvrNLIrnI88sq3ZBocMJxHUTJy0FX7mbwBGKfZIqpRFzGCukWeCGquEsUkUKdwpeAl9esRujpGS4gsuuICOOOIIWr58Ob32ta+lJUuW0J//+Z/TYYcdRl/+8peLNnhnQU+Ke4wKudXQgJ9HzJHlITYrTFlGU3+ltIm7IZLeJD9pDrGWwAjIJlwUXNSKVzNYiOF3cpXh2gOdlPtcAJ48QTRojrErANNelF94CUkJHC5WEOg2QjQ/ttRTHLLRcGizEKHPTc7FFt8csWdQoQodsDecT2j+5SKHDJfAkF1rJiWlkLagsUePPRMjJcVTpkyhf/qnfyIiovHjx9OTTz5JRERLly6lP/zDPyxZ5U6DnhT36ArL8aBdfMQQEhNzlGKDLLVY+xDFK9xgrCPYIoqrRYQTupE9hav9KDmFDIcwY316saQE3hnujHo9qaTYKLNaAsXgReYv7sAb3LSPdiFYTLRUDinhwVL3tyHsGZdgit6OFb6jFv9Wb0dxgkQEXNlPSuTKbF0dxXSmslJBRzkisVjPfC8rQzpxVmkLQWxaUwTnmmCEhhNQZk3qsedgpKT4gAMOoB//+MdERHTooYfSd77zHSIiWrduHR1wwAElq9xp0JPiHp2DpSikRBBZTeXm5HehMmRYJMWhG1mKP9hVdw0xcghScvJASUMMAReWdPJT4G77jPVhFdRYJ0IzAden7o+PxZfDmd/SFdsESArkgaumE/Yn+g3l40M2CYNTEr+iO4BLVlwjRU7qbAH73TkZNrMHoe2WivWijSGIGsWWL2tlUTvEM3VAkPTZRGKrZ/P5Uue5K7BxSKClNtHrEMwkNh7fEhVasnp01n2vR48aIyXFRx55JK1cuZKIiE488UT67Gc/S0RE1113Hb3hDW8oWeVOg54U9xglYnZT6Z4TslAYaMV1IjGeqt/cght0OWxSnJNPnPBacDNyVURvBe8vJsWq+knK7xloh8xVYoMzEjbLFNvt841Z8YUTIBFjqeAuhHz7TkYesAOv8C8ANXXCxKjVvuILnYQK3gJ6P4SL86KtmENIOA49lTmjSLZr363UMa4YET9xJ7irV4x7+BgpKf6rv/oruu6664iI6H/9r/9Fr3nNa2i//fajcePG0bXXXluyyp0GPSnu0TViflcNsdQJTkpCVonk2LYQJP+vYqcoJb4GXl5xAFLHuiZyTYDoLSbyPMSSHSXZMlE3toipw4YMW6qYIT/3IStztollM/+IkuOjeAGjVRyHtzd/3k7wOvLFEPz+BQS5K8uDux6xrbODKWvGJ6/fFOVJiiz/rcUiSq7SSs0kchCLT2vT7pmvpibhmC90qitELCmjVbe6HnskxiySjYjo6aefpjvuuIO++c1v0vnnn9/FKncYelLco1NcCE9pEducdgDXNjF9PfIJcdvOdw4agjyC6DYNpor8FAza+lrT44mtV41dIhS59jCW1QtPSd42XmAXa9ohIaoUu7/fwRgkG6z2v/cxzyWoxYwYz8MrWYr99g5uL6kKcfNZ/PufCqJTIbZrzkGT4by4/uPWAv9zG0h2BgehphtugwsiakeIQwk2gVmSxQQrfYd7gGMk+PgX2HuXwM/V7tEjgjElxQaPP/54H8nWo0fHwJz7af8VM5NsFBydKMQcbdMiarjfwzw2yrikkOd4DFezy1q0fXMEqHRi3JDiEyD7KH6er64S0TBeaxs8L68hxcFWzwZukZ3Q5vnAVdOH3dgC9gncNLd5v0TMZ2Qca2bZeXh5oKoyRZvbOgwhdrN8XXALhKUCSzMZpiBzs9zcQ4yIk+CkR8S60XlImAW4zfntuZ/YGmhnKMqGIF+BjUFi7Km+EjEH1FbKHIbMLu6WbvTokYWeFBeiJ8U9Rg2rw1JNpjSvsUsQOaGUSG8nRFhTdRNJccg+0WyfQFhybBPJKJimlzzErnUit0sWB1eIrdSJgEpf7CU2+bdf8cnmjsQpkC0JKTFkbkzaCkK8vfIoYMg8I8ixaDm6bxBBd3EdRYcrr0oe8CUX2TGciQ6L1jqyW/AkilWOekxEdnv3JWURcj16uOhJcSF6Utxj1Bi1H06zTdwjTTG3sUsoyRFuq2eO07brrxmk9L7gxM6odHNATcOGS7GJluPBwQLadxS23y0eQ5W+TRyuQnw9wcsmTsETBLqk9DI9G0NSfAkspTiUv5szNS15r6PHtzsgGlXLZAValzwiUrfFS8hYLCzXdbxaBEVxax2hUYjdEyPzROnV4x5jhZ4UF6InxT1GCX4jK2m7mmqhUBXj2mepogVJvodA6zMvKfuvmNm0dR58vt22NUhgBMzBIF2gIcQcbivnTKQW2mkFZqKfGMeL+1zrZBfMJyYiwkT5+U2g5wmdqcTjtNUsiqy//q7iAI0GVglJLc46DrSMYrMJUqe9CIo9xGcNVOHOCWzieaolR4g+Y+ljEuwRDQRCXEp6S4uTe/TQkMrtKiIiJOLDH/5w8PVNmzbhm9/8Jl599dXUVe50+MUvfoGJEydi8+bNmDBhwo7enB67A26rgI8S8O4K+Gf7dPtPL1ZY9fq0U/CAB47HlhMfyvroj1CF5RXhclRYAPY5VQWYU5///aYKWJd4SfhhBbxtuOzXUOFkUHCZzlBNBGhz2Xsvr4A/qf9+bXzb3lABPyXgpuqH+BS9zX5xQgX8wl/Hp1DhkwBm1vujeu9a0IojmtePqoD/o330rytgb/vFfe+djV+ddP9gXW/dBHriQH2D+e9psLkCJsofWP3NRQAAOv/awDqPBOh76st8+yT8qjoPE/C3eKXDQ6H6zJ3AhsNB9xzTfmW/VQEb8zbuoAp4noDXPzQDLx7/feu1D/yqwjf2dc6v5yvgoOFnNOf+dyrgd0dwjgio3vtD0Ar7GP5oBdwL8TC23ofHp4GeHwdg8HvuS3/LFhCOuR49diKkcrtxOSudOHFi8N8b3/hG/NEf/VHrje/RY3fC9R+t//hn/6bBCfEFlf969cl/aP52CfGMDZX4NzAgwwCwvCLgZUaI/7xejt/A+N/raLiMC/78V+VlNsB53iHEG1DhgAeOt76Xi+q9Pxz88V1lOwCANmOq+/J3K+C7Faopr+jv+2EFLKABGa4J8ds3+J9TveM567FIiIEhk/iOvY6bQPjQY4cON5cRYiBAiIEBIf61vT5OOMOE+ECZnCiEGBiQYYkQT+KbECDEfPv+FRWWVavx2/9mb/++uNkixJV75/mw/xt8s7oLD7jHE9+k6z/cDSEGLEI8O3DYGVR/cxEuoQpfrlZ7hBjAgBC/v17RovpJQ4gnDp5vzn2NEFcJGxLB0c4qXEIMALeRTYg/WsnvM4QYz1fY94SbnQXs73C98Lt9ij93S/vv1qPHSDAmuvUuhN4+0WOPwalIj0rrKHmCY8yuPguRHehvEieMp1iE8b8EYqhCUAugWJqAW2AX6mSntmP+ir19iwiiHQH7D/59ouTrCJFvgw8D0c32a1bL358XHgTnpb3PNOB4zy/l5VMK+1Lg+rCTu/QF4OYcS1aGK7BxmAxxH7zXzHvORNyuxTvLSV3mevTYlZHK7bKU4h49ehSgmpK86LtHIaC8XA3+ubiTdKuEqxZfVjA16qh/1XULrMdGXLqpGijDkx9l++n9wvY+H9451WfulF9YQIAg8hq4SnE1DqBbZuOCikDb3Q/5D8O/fxFR+gBMfuww77n/Uf0MAPAOrLJfOKsC7retE64lIaQSv53+v/WHVsP996fsuz0++Hs+CPNBOPZn9vemLYN/Kn4nsP/fYdsCGswn4Bx7/+zPLTYHkXfQf7laLX7Esc9Vg9/4dyrgb4brqE55DADwQXfzplage47BLajwwAHybzTJtfswfLYKzDg4eNhZzbL/eUDyeyVMfnQKvuusU1J5/xtNBr5cLzibvNfMe1w1WEKjBAMY/+8yNai+fK785ur48MoNftgrxD12cowRSd9l0CvFPToFTo8uUtrMwyQl8MQEkwbQOppNUobdywVXmZ3lrYQJpR00kVysPishHOPgRw6TXyAiegZ657oEnACyi/9iqJXiWAe7JCyCVaxmkic+wJozvBFE75M+SiqyS+1ql1l89gkM37OCQPQxDIoGd1JInQ8tlfhxNH1dUlo4S93qiEg83y3V2FFzuVJ+BTbKXeHm2u8xiq9R3HkTDBUt2yunKN8HP3JYd/FvPXp0jB2SPrE7oCfFPXZlSBFZKmKWCO11w1QzutQtJFjJGVqSA7+pnk8IWyx+DqKf+00YquUfoWkgOYHCQajpxI1YOyTHpmsdn4M2tgBGbIoyVbskk6FuY4kw9olr8GN1md+QVu/YJNpkOYfA21I3yLTHtMGzuMy3MjyeniDiIkpqJUJriPLcdsfeqth7et2sx26CnhQXoifFPboG5twvdmnLBVeE3Tzd2PNEZEexGcLrEl9DdE9VXudo6TPmauwJiKi/DFxNW0R2y1dOmCy1mJMmh0BFO9YlQCMkxd7MjC5lRMxPbEiM282OSOxoN0qY8cO9uJ/uxf3esXkj1to+Vse/vZ1gx+iVghG7KWvG04XSb7VZeM6ouuz94u+JCfnkkf2+hphi0qtJxNbMLMVmmHJnoLY4nz2XPdZ85ryVt/Fvfw79vbPHzoeeFBeiJ8U9xhKx7Fve5S2FFBNlqsUaLkec9AJBa0SsSUcKuNp4AsibSnYhte6VcA/B20/RHGKF+FxPEK0TJc06gh8fyyg2kAjxiGF15pNwF/LU3DpH2lP76+YshBlZTUZcuHaRRQSi2Wi6xpkWy1q+sGhzMK85xFntchfqEBc4zrOb/7izB4C8/iUYztSsDOzcgi6RPXrsaPSkuBA9Ke6xs6ITsuuCK8YdJ0y4xH3/FTMJ117mk0+XbJ4gtH4NADfNlafUI1hI8LYxt3NdKxzBPsxRhm+PfP95eCW+/q/o6zjmOf01rgq+iD+2XjOPj0PtK/7MoL0y9zxHkaGq4rCX1deeJ3ipEtXyj/gLGhXY6VaHaZuav+eA6CTlOxj/cJJ3twSZCRyiAuzuU+GcEsHI8b2437N8NKrvh+znU6xJPXrsTOhJcSF6UtyjKxjy14V1QkMXamwSQl3wDJjX2CPwfApaWFXU26hBactryNIp/OVB4MXgu6R2tMOUYJZV6+I6U1S3DQ0hSfWiEhERzhgU2CUQTSl+7MBV04nIjhRTI9kCn9F06Mt4z8GPHkp0uHCsZKAhwafCImred3U9v4IHOBeNIrwubV3uYaQWpdUeYkPC+WyJ59M2HSARsR6VRt9J+FBtazHWli4sLj16jBg9KS5ET4p7jAKYM7gBprZp5pBSJiykENZUSL7jjj/T8KSHsdQjTaFp6VHADCoOeOBd2e81/k/uAz340UPFZXOq8i9xLstuVrHBUjyWvE4JZxMIM39EREM7gU6I3x5dn+S3xbJzkrbF+FFTMQdES9h+2pBwK/MSFLahSYvImWkw34krx64fNwY1vSKCh7E0yyuMSa+Ksy7zoCvwKsawmLFHj67Rk+JC9KS4x86MYCFdKkbQiMMgR/WLengTlyEaEDyD1QSasmY8EQnT7xFFFUdvbD7TK7S7UCdB3D/skkNVRXXAFeK3PGmvf1z90I1iUxt21EV1K8j+X4ObJtHYJjgZFhpmSE1AOEqi8S7FpvhCIQhFc6qvt34NZ3xLJsbTw98vx+bjIrWw1MAtsNuKc2krzo2SZNFSQkT0zHDbxdmJkK+4R49dDD0pLkRPint0DaMSt11+pJ5iTfnNJNALCURr5SlxyUYiFQ1xIqwVFV0sTY+bIqwUKN/XJFFYZDxmAUhEtBgtAUle4kIYlbjEPjGW2M/djJLpe9MFLkJ6JeR4i6/AxjQ7jIldq/83ZJvbJbIL7EIQ7BRbcW5ePnePHrsQelJciJ4U99jR4KQ42IRjLcJEJWSFuDzwWg46sG4U+4kVnC2sb1rCRwRV+Fol3iJYJVItAtZvtcj/rFTbRHC9keQJfOaOxkfcPJfZuMPFgaumW1aOYbYzGltKkq+ekVuj9HPMSTxMjtmYfzzhjG/lebldSIVsE5T1FQ4uDCk2CnFraA09Ej3SPXrsSuhJcSF6UtxjFAipxblKclQxloiqRHzbEGN+Y2d/cxIvEXrRDlETiiyvJEsOCEG1UQhIsqZ8G/RQZP+fUb/cKMOR5hwuGQ7B8xFHOtZJAwQNqkJMpE6lr8Rd4vM5CroFVgC5JGHbpyHsJ049Tq5AXjGsZX1I6RbXkcpeSoavwEaibRh6mZdgMBh9CYQFN3SybT167MzoSXEhelLco2vEVLJQ8V1D1GqyYOwJWRihh3iUU+opU7nLXJKobI9YyHW4vW+JlA53pptdArxiM5N4IaFW5GIK5RullyOKsOb1xcwfecV1zWsxxdgQ42Mx+Od8r5hvOQUhD/KUNeNptfIZp7hPT2ZPnDX8O0h+ndzgk7YOSOThGV8rhbQGG7po6rL2GfVvcBSIcOVV5LaZ3kJIbvFs2UKcdtQphYw9euzM6ElxIXpS3KNr5CrBHKdtZ/7cmryt548lgpzSfrmUKO8gX+mzuCz42BC6TbgouJ6YYpw63W8SJ1zrxJGx3XOEs8A6JE1XNwV2mBhdVoJrmZAQauvc4DxYBXdujjGRTeIx/0v1H77fW+wsZ5DDRB3wY8BLnCjEXsLmjMdAMebFdpywNn9rGcGSn9nxFhehJrSrqFaDDdGOxbZpSI0v7NFjJ0ZPigvRk+IeY4Gi7OJchVgix13Gt2ViFI0xziY0/4iIVuJOdVmVEN8FTwmzC+18pTgrn9glwgw5PlbLOjEbQbWYK8UphNgDQLR3vY6fCJ9zLHt9hEiKass4LzB/aWMhcAdWREq77tBA8Nvpn81nPkrbf3OLkVF21RQLhVhzD78bDYcT68K+vmtdj90MqdxuHHr06DGmqN7xHOjxyaje8RyqT/5D+hvfRv5zL1eD/99U2c9/uALWkf3amyrgzvq5P2fL/7nzXgkpywRQVcA/E/CGdqvBbOX9yzD4Xn+HU63nH8fwDbThNfKbP0Q4rH7/R2iw/E/r3fQv1ZcBWu+9ZU79f/UnSwEAR4W+1w8IOKsa/OO4v8I0CL9pjVnO4u/Ed+oPPRC4r37fZPmDP2m2728uwovHfz+wccAcvoqqfkAEbCPg/Ao4lPzPeaR+HcA3q7v1ldfru6za3Dx1C4Rj1eCH7O+pFeieY4LbDkA+LxTQoo/jLzA4536LLrde+xQq3CT9HkTAjMF2VQdtx/+onhu+9rvhz76p+mHz/w1U4fr6u9Pzibfe79j76jj6ePP3/3o9gIsqPHfsBv99VQV8Ut6249l3/K6zCK14W/3H36dtX48euxvGiKTvMuiV4h5dI1ZApjX2aBXBFjq1JesEkGa7SEAnWcoGge8hdWibZJ461n9N9RULTQlMNFsOgg06PiZ/D7eds5o4gTP0dfOufqtBK5hyTpSuFFtWCL7/mCLctIdm27MSd4WL9Ih5tReP0S3H8da6CDWvaOwQP5fbjXtpKWwKJHSu81SOLGhqtPC8muSyBPbytXWjOf76rnQ9dnP09olC9KS4xyiR2owiGMXmwiWz5rFrlYDy/BgBR2/029QGoOXBWhnFk2EXVRGL7qoLw0yKgbFPeEVZDC6hfxjLhvutjmUz1gnuJ8akV+lIKFnE98ErXNKAMwUPrGnl3CGOczcnoWNdJ3gGapKFam+R7BEp3dUwwX/qyquav72sa6Km2E4d4LiEVsn7lfBpbBeLR5MiCedGlom93qPHHo7ePtGjx06GN1TDafkYvj/FWfCrgfn5dziPf1T/f6ezDuMsuCthAzS7xIcre7qbYcYG//nqugXN3/T4ZPF91Tuea6aZOVa9Xt5Zf8GnuDcSsJFwUAVsrv4YAHCLefn3B398sl7e2CeOQj2VX/1h811+Uk9r//An9Ut/fRkA4Dg6ezB9DgDXDf6/AIQbUOHg6fej+pOlqA7aDnp+HP6P9tsuBTCb8K+ubSCCvczidDtAmwZT4lX6Ol7/0Az1tYcJuLYa2EK+Wd0N0PfC696nfm1Chbe6i92a8b3eQM3v4kK1t7yN8Lp/nGk/9yH9RGrsGbTZe40u+X+av/9CtEo8hAkV8Ic0CwCwsVqAo/nXI+c9B/nr2Jf+VtyuG6jCDbU956F6G69HZdkZVFzrLOP+Vu7ribgo85js0WO3xxiR9F0GvVLcY1S4EWvpRqxNKjgzSnHQQnF3h6fv5bV9olBFxrV+0ZKxg2hFhbFUjpzs2FCB3Xt+aX+n5XjQW2YDge4J7WvhUqlm8YZi2Bzwds5cxRwFTBSbaHXIVYoFewoRm45fh2Hr68PtDofS/s8B5tzXKPqmJbTbnMUkW8TSSIJgUW7j2frFYrxcdHHrxWG+XaPler/WTx732E3R2ycK0ZPiHl0jxTLASeVp25HmyzWkWCKyUwWPsHvDLI1lKyTjN2Jt521kccEddqczh6xpubYaxJxijgvt1xvix+BNvSuRaxoJfh94BJvgJf4KBv8YtIxgQ4SJiH4DerMNIrLTJBTSmwyNnD0D+3Up7osnH5SkIDh2i2r5R6zHElH29h9Ab37S+a3nJzaXYVnD/Ny3jn03GUKwYaSgIcV8f09w9rGUfdzHrPXYw9CT4kL0pLjHKJHjqSUin9hqBJhoeBOUCLEBv3lejmJiLDUckdRi6bnmtVpBlpRko8y5kVHyipyFmGf1QsdPvBwP+kRL8KyiCvi/WcESV4vPCG3rOlhFdVpBndWoI1Rc1zX2xrApRyqENuOh1tRYcINKchsleS0IR28kXHcpEVAWXUhknSe8IYiUjay1hZ7Fn3Y94Qkeca3ozroGaNNGMY9wIYn2kOLN7tFjN0BPigvRk+IeXeB7+GL2eyQC6U3pm5s9V2u1QrsQUshwYiLF/itmBq0Q7n2/tJlJMN3B4LzMS1pgullTtWNtnt22zk/QkBCb/9/yZMr+nxhd5HmCqBI3KREOvAYdXB0+D/Q4gbYL6zsOesvo8dpXuXnwQrShSSqUhh7u8bVfm88zxXmLAitZhzRrTxcWCaMoGxIsZQ9LSjB/rndJ9ujRk+JS9KS4R1e4zZxezl3bvUdpalgwgSK3kYeGDm+YfHtDCjGRrsJajQgi27aI4somFtyQ1gCihlEsrUg2TEneTxpxv51AH9jqr2McBv/EVs4GvEkHs03wSDqJBGvEOITHCVkDi/MJRPex75bQnS8XWHBD8rJRD/GxaGwrJ23FwDfMCPBtBCuV4iTzvQK//7DhxfDYNWqwO7BKaQOtoWnZ3KbbXY8eeyh6UlyInhT32KlxKnwLhaTm5hbNceU4RgCd1zkBxtEbg29Xp8PZdHDT7ate0W3KZepsGk7fL1GW4aqhpSCafcO8lcZPHJyyV6atVbW0hkSIiQaE2IB3rLO61xkifDAGnexo6IHlxBifuSO8ESFIXesyMQ+vFL3vwFXTrZxc4wHmv6lbSFcKL4pOQKw1tJRd7CLLJiVYKLa4n8Ezht184pQ4tvo91+Dp9O3q0WM3Qk+KC9GT4h5jBU4esywFJimiDUL2iSCrtV+TvMXqW2vC7JHOBBVWzJSlgR9UI8QcwcSDHNVdYb+pFgExhziGr4BotT4wwE1zB/9YUR2HSZvA/vkfneMxtkix0qwk9/MslViwT/AZB1NUmfw9z9K30ajJxtPOM6mlxzHkKMQmtzgpvzgF0vn1Evpiux57FHpSXIieFPfYUcDRG6O2g4bAaeqwhBT/cA4xZJ9z2nYkd94LfbdWqRR7hz8/RWV0UydQOQLehf5KtOYigxWA6Aj9dSthonmPkjShEGLvIwWl2PMQczAC+njkN7wCzyVtA4exkmwhDArnAnBtDzwxom2Em4jpaQMxcZbCsS/wcZJXXMeXVYrqGsKcUzxXL+spykR6BzyDtSD6UH/r77FnoSfFhehJcY/O4Sg1Jq+4k3iyWOwaUXn0mrvOiKIbIsdGCU/t6NcggbxIMFaJS7HJSh9okDMIUMiMiWPzUieAgVIqJBTwdAaPFBMNi+sMGf5K+nb+hrCoGsHWMnLNKKmSX9uyfhRiGtLahZucYoNJwltOcqwr7mOixJQTF/VxoQ2OFhPkIrgErCKUK8XC8drYOfqiux57KHpSXIieFPcYKSJqkKumeukTnMxNhX6Ty8kkziGIfL0J06/cXpFjtZAwD3YbYNw0l4iIpqwZbz3PlUWLEHOPNYuiclXiG7F20N6ZaFBkx3C9cMlU2zvX+MBWucjOQih+bZP/3mOew8CLm4AX8cf0Iv44aVkPJt5u2+D/VJsIT9u4hDX0kDBnJ7gLYf7SRtk+U9ke10vsWiJymnqICm8mvHVwb7GrFv8cViFgjx57GnpSXIieFPfoGimKDyfDyeQRDkGWnk9FbkOOhM9I+h6SklZPORvfppLEpQPvD2/fLu6lPJvQxKOZgYHmo/XIcKpCzLKe1TSKBCUb014komGhoSHVN2LtQM3ngw5WbCcpviVYFlGtjfXB/B9r0MGJaFGShHBcatcHlTi7CRRuGsVc6PnHPXrsoehJcSF6Utyja7iZpm1imbJhbsKuUmxIsKQSa4Qy0Egk2CK5hmcX+Tb8fcFv5phJmLaJ1kCI5CqZ/lcUcSt+rYb0G51PoONfgJ5TbHzEWge7M79lpU2UQssLdtG0c1Z+T89HvDJhvUrTiuc7uJWIiQ2KXzzmUc6BFQMoQCOtqefxw1iqNvIIwZDiLQR7hqknvD16ZKMnxYXoSXGPzrEO2dXqRGmeykGcA/yudgZtUyoKwdM0tAK7pCnkbZnbfyqi0rK7X3HdpXSIK67FMtY0hJo+SDAZxJfI71sUySImkr3EFswAIqOwLokgh7BaOR5bYAnFf9tFge+V3KY5BmNTiNgRsga/rq2qq451HNlTLj167D5I5Xbj0KNHj5Hh46iAqQQ6+2ZUB20fvnBRFXzfAQ8cj+UVyS9+lb2XCJgKYB0NH3OsU9bxw2rwL4aX2TL8cz/M/q7s9VSf/AfQLbOGmzj3cgDAuyvgDRWAagoAYH8Q8J3KfXuDD/yqAvZWtl/DnQT8yH7P1zD8gMtRefv1kLl/jrcA+GcCbqp+OHjyF/LnVl8+FwBwZr3KZ6vP2wvMV9730QcBALPc7/rO+v8r5ffNx/D5Rw+2l6kOGPz/ZvGdAKojB/8/Qvb/AI5m68Uzlf/37xNwvfzDbKrm2R/zNxcBAL7A9jPeUa9/E1C9dZO8fcr6PfxOhf/w/Qn4JGi4vxSY/VWd+SAww14/Lfr44LX6NyzGteZc2xBcbF/6W/uJ+rgXcRDhIb7/Dko47idWg3Pv3RVwi7wvq7+4evjgR5nnUo8eeyLGiKTvMuiV4h6jQKMUx+KSWn2Io87lNO9QYBIljD1ivaDEiYr2S4haKtood1LqwYaCiS9Uw0SMpriOyFI4RbtEREm+JGdb6oYcpqBuEfMMSy2cu0ajGksNPBQ/sRT/lmrrCGGnbi4ROHdD9ghjG8pq6MFg7BtNIZ/UrMOxVPSicI8eNnqluEePnQh09s2DP35XV2sOeOB4XI6AevZy4LWqGqjE5n9goJq6eBNbR0wprtXgy1Hh5FqBm8IURqPAHlWvZsYGtr7XUvMeYKAeuzjqCx/3nvtPL3IF+nj7xd8avPaaCqB7jvHeexgIH6EKH6HhOt6+ocLr/nGm9O0AALQd+Gm9mcfR2UD1H+oXhts+E8J+dJXks+rP/PXg/yud96hqKQDcVy87cfD/fBCOrl860V1PrQ5PYrvpPwo/47XVevXjLnKOsUY1PlT4nn8jH6+0+MPec8uk/SThC/pxdxG9MW0dLbHvN97vfHCCah04d48j/1gGgAsqwg318fgpehsA4F+qZc3r/O8GVYVfVec1D4+v9+tNZv9eK2zHP9vP/YiANdX/q25vjx49FIwRSd9l0CvFPXYUuOLqqaxSYkIXpy8vPotFswmvT3ebXtTd6nDtZdY2u8ultKYVI64ml31nU0yHavicq9xtxbniPs2J2pJgFddJ0WupzTmUjnWdQEuYMOAFb18ZKtpEA08zT78wKnJqZFwW2O+TlFCB/BjANz+pqOMn1scL8/vGfMMnIF8h3opz5ffEvstcdOeb7tFjN0NfaFeInhT36ApSQwAzyxnis9ECuzbFc6HotZS84kIi7pFivspJr+av8K540VWz/iq+TBd4gl1O3yIRq1AWcQGO076+m9gQKpqTLBMceHu9irsGD+umHS5MsV+pheIU/rafwyvCFIsyleJEDq89eG4hZAwnQD0nckIiOAn2CDGzbYTOlWdx2ZC49+jRw0Jvn+jRYwfju9ALa9x6OA5TCKZaKUzxnFahFsIHlQ9+uQLeyP7WQGQVrgXBCvO+P0X43PsHr9Pzg8vQJSnrNZaPD9kFddUn7x/8/9eX+ZvM6hsv0IoXBfxvtj0pxVnTmH3g3z7wYvP3smp1vSG362/eXOHfUeH1D83wXjKWCRcPO1+lKYDb5rzw+/53JvPd/qx+4voK+B17/3+zuhug7+Haaj1+nz40eN8l/4+4Lf9OwOsfmpFuoWB4+4YKX+VvO4gGRZgGVYXN1QL/jUJx4pfNvq7xF+72KIWQAICz2e/NC9RqfLR+uXrvD4Hn6wf/TNbJfEFFeHdd+8YdDea4awo5a5jHxlph/raO0z8Z2Io+Wg3PFQm/RZeD/uYI73nXLtOjR48Axoik7zLoleIeXSLWytnYDZLQpZLLFWOuPCvZw+upLpyLNfkoLO7by7yNb/9ZkUI9IV+YSFfdBvaIKdJbhiiIwnrLk2jaN+PMb6W9KaByctuBsSLw2LVr8GP5jcdCzfXl2K6pua6FolaJiWpVOtHmIYG3tw7hgAfeJT4fiu+TGnS0KTRzM5f3+frs+JtwWBPR9jCWZrdw58uXtH+PZS0TUV7nyh49djP09olC9KS4R1fQ7BOHdHnWmZxi/tjgVH1qNxUhK4fpWKflEHNgzv3R7x3rPuatkw0ouLfTEOHo9PWFbAGNDLdolPA+6a0Hy+sL5eu6MFYGD0JDE06AHyfodomYp3gE4GkfV+A57/XQAGO/Mdpc11/cNPIQkihSEihiuBFrm38uTBtqCUFS3GtfPXr0pLgUPSnuMQpoN8UspbgNUn3IgtLLibHX+CKFENff0dsHCZ5QD7XadYhWwJRCAEobczi4F/c37YtFApwAHr8WgtXGmSm4HhEOkNu5OZd7vN3+nFLMDn/mwY8eaj3+KRYMugIqaIrrOiR6e/FVjYhAesWaUnvzjuAdi/V3kgYePXrsKeg9xT167ERYo/j66PHJaSv4YWU3z8iF28TDXZfxEbMYN+Np5s0ulleE6rqhv9M05uAxaAYmos18RxNN1XihjSf0T/XvNe6O0+0n3jZ4z09p4L3k0VWDD0vwtP6C8BKqxjP8UqHn8g8xG1/fd/B5/1B/bDQG61b7s+aDLB+u5B+eUwG0hT1B3xv+/QjZXuC/IbsZB4ae0mtBQy+xBvPb0Pfsz2GY5KzC8t/eOvBGV39zEar/emcTN/c/qp+J63rumJ9Yjw+hhcAPBu+5QdjWX3y9jlJL+Z0BXFZt1l+sIwd/zT+HrXej5GNmmPxooBmHAxOn1kQObla2f2L495nt7vvP3Dl8UPvt/8Fddf2d/hsd3Dz1mt5m3KOHjDEi6bsMeqW4RymkNrzcC3kIfLUUzE7BWyNbiPl03dOYP5ai3FrAWCYkxJp1ZOHW4bqmrBmf//6O2+Ri/pfsJ+rp86wmHQ7OjqjEn2AvNZYJSb1dXOAjNu/R3mtZcuwECr5dJp6NyLGA8KSNTS1+C4AI748udsxG9xyYQcvxYNr6NUxP97eHcAWU2SC3TbRi1Tn+BeWzb7Wf9/ZBjx49GvRKcY8eYwy3DS8A7P+d4d8/ZS+/2whyBLx+fa2ostbIIrTWyq5qxh+/NqCosXUEm4ZAbr5xwAN2cw2rWUe9uuszVFiuen3zvwz/Xj/jF8OFJtTrW6Kv93+jGrbJfV5e7lOo8KmMbaNFf2Q9nvAuAr5QeU06GvxpBUyW1//v9ecuc1Rigzn12/6OvfT79KEmDeKb1d1Ddfj6CvhMveAz+vepnM+hz9R/fEbZfn4MOYox3y78l8GD6vinrZbUVtLGxPxECms76O+tpx4QfrdHJxPWVYuax1W1Bqet/D0AwH/4/gRr2eqT92Nz9cfyx/F1f59t95frv3lCxZkPJn2F/0bObFCjxm8YtH42F4N/puHfNW6qfohVryf8feWcf9+tgI8Otmlq/ZZH/ylpc3r06BHCGJH0XQa9UtyjBGoigAbFU7gwV3l0C+0COG07kjzARLYijGsvE98XUo1duAVLbjvfSSDCBXbr4DnO16qWf4Sq5R9J+rxYww3Xy+oCJ/4g6XNuN58jeWcDaQ1GVZXaJWdDKZ67hUDv+SVoyprxzX7j+8/8PWXNeHrPL9OOIX6cG8X4OAwzk7E/id9byzcmoiRveWojkCbH98KE75OQ1DEHNGwYs20Et0ujFqfObNxXL/d44bYAg4zvHj32MPSFdoXoSXGPIrCCp9O2Q20YoRXcJRPMlIK5uxGPX7q8JmWaZSOAVGLdJS7FpuGDmkC4xNY8vp5A12dc2gwBTiHCP8WC5PV2DsE6ocarcYSad3BiWP9tCvIed9ctDL4MGZYGhYY0m//dqDOOHBuKdSw4MA4EYyXAyY8SEdGsZjuflt4WTj5J6YqH0+PL7GRIspf06LGboLdP9OgxlnjELkbjDSM4bmAFadwBseXEh7xlxSYZbsGchA9SU5CmobpjY/h1wS5hQHMv96wTGj5bvaK+pk1hu3hrBfw5TRw+cZD83UzR1gUgXMCtHH+ydPD/e9eK7zv46vcN/nj8rYPlDlJ+PNSFYAxSYZ00vc9R/dc7g69fW61nCx85/FsofPs/7O+/481GPn8D8M368e/7xXcNTKOPqmr+vrbed0ezffhdVGJxm2kg8jj+g1eAZ2wWX7rpIgDAJFBTlOcWFI6vnvO3zWlO84YKqMY5xwJbrjpoe9Mw49HJgz/onmMAAPfXz19Eb4SEs+md4vODlfjnpsEHfmWsEP8TALB3bgGb24Cncor33h1Z4ReqQdObamJ4OQZzfJ1G/yn5PT167CmoiBLLePcQ/OIXv8DEiROxefNmTJgwIf6GHj0MqgrVpFeDXafYoqkF9NnbULziN1W4fB2wAIQDHjjeIurVO54LJmVU1y0Azb3cXu6WCvikvC2frIBbhJeqKa+ANrwmvJ1zK+C6YTX/qtdHBgAHbVd/kwkV8Avn7f+j+hk+iesB+CR4VPiPld+hLojza7L0N5E3cc9xCM5xs6mahwPpr6xFvlndjd9feSro932Pciu47d+6RvV2gNakL/PrCthb3x7vmIksn43vVMDvCuu7qAKuHT7/0Qq4bVEV7tLH8aMKmDrwXr+J/qSjje3RY9dAKrfrleIePboCkUy+LqqAiyor4onzVh5xpiLW0rkp3sm7OV+Oalhkt46woCY7L332LmvVseg4E81mQSHEgE2Ib2EKJ214DY59LvJdrxu+ecbr7ZeOqgb/OK749+et17kS7BJiYBBdNVZk2CCLEAPAOxAnxADwOAbE2IXT0rk5bmpl2iXEwKDY79r//ONuCHF9vC6rVuOCb+nKfBF+OIiEG2J6/D2cNDsEd2O1oKnvBOpjhp+P9fLVmQ8CM6qmfbmL61Hp8X+8INQQ4ovYc++2CTEA3EZoCLFXiCdh6mDZnhD36BHAmJg5diH0nuIenUM5zdzGHQsJ+YV2MSiRbLlNQ2JXimg762lDH2jj61QaTYSipXgXtBIciUHTjZ9iQeMP9nzCgeYRGnjBnFQU9hvMX2v+GRg/7ov4Y++5FMylQTFdUXQdUV2safuV1a55mTAxhU8Ix/WOaCZhFXzWRWtN8w5evLYIXge55J4vAGHZOdZT7row3+5+t4UiBbNuYe7cjGNUKuLrb/099jD0hXaF6Elxj7aYsT5+WmmktCm40wrlOriZxYrr3LjU1Ba1/gf528rXdVzsq/ACscP9AQNv7VwMoIgEExHNwyvZqSOfkD7KLaBz9xvvWncewoVzOwDRfSAlcyyynzvggXcREckFkgnHvJeeUb9nHl5uiuyCCRg1ZoU+KrIdOENvS00UyCt28W103/FOaEvdo8eehJ4UF6InxT12SoQadAhIaaSRmiLxMJYGXz/+BTQENbrOukrfjV9TEWhbnBxjhePtxxIJ/ljkuXUYxq+t24GXTYcQu2QQC67333Me/PgxoTlHEhKWXVRwW3Hbhw8/b4T7enpg3Yv011wVOBdnpnwlRQm+EWv99uZ8WYVMc0L+LMY+PaZHjx2NnhQXoifFPUqREo/V6h6fkUncwLFPqOSDwbvpGhSqV+r6DAAiTJBfSiXPuXBJ8H35320RIclmcA1+bC3HbRIq3MGAQ4a9uDQiwpSXmr/nZl7a1e+RQ5gVYNqLRET0ga3p2yR1h8wCU6dTFOJQJNu9uF+0ThxlnnOOHU46TUfLLaHfw2QVR87v6HlUr0tpjNejxx6NnhQXoifFPXIh+SWJ7AYSI79RTUW0HfT09WisE8a+cUjiduVYFVS/cpeqn6ASex5VTnyN8rcNg3+OCqwCE62H4zK+QhL5lcAJ8UoMm3MoTTpc7Nd2N2tEWHk+138cynpeGsoLVsCzh0NNPvb5+mz/yfq4OGnr0G5BZBPbZNtDyrIdXgiaVcUGq71/uEePnhSXoifFPTrDdAwKathNK7fArUtIRXwuKT4EtiK1FecOlawQUpbRMBsNKSkBJr1KZ8TezruROZ3JzKBGG9wQEdGmwWvYnz33lYRtlogkf47/HbKKBAgxTn7EUomTt8U8NtYKjTxpnd8KivPe4nQ2dDv6hTr8RX/jHIy1BWYJBv8kIPAaQ8jbfyPWNuegtdyt/S2+Rw+ivnlHjx47DnVc0/XfB2jRx1Gx3C8t2syLZftqbheAOBawKK031Kv/kBOv9VMCPkVvax7vS38L0AZrmeudWKmqAkAbmoYebuOPf6mWNfFS+37j/f6G3Uf4xr7lMV/0/Djcbt5+lrLfeMyWE7k1DYT/iQq3BD7j9d8fxHrRlsHjORWA/0L4ZnW3+p5N1TwAa+z4rn2qQRMOE4nGG3K8Q/98OhQgVIMmGu5r9xwLWv/awNabBb8nP/61eTzcL3P4x2xTfhvz/jrG7ffpQ9FNePIt9rpo8YcBoGn8QeNPU997Ow2adwAYxghK+NP6NdPQojoD+C1n+alsO5QItRCqg7ZbEYve6+/9of3EJ2mQDOc24/hOnQ9dxxf+S7XMepk//iS+rH7ep+htzXl6A1Wo/qR+338Rtu3MB/1Ivh49egwwRiR9l0GvFPcoQazy3Fu+oL2yvQJb3QtFubWKeXMV4Prx4sg6ecHdjVhrqVdYds5AqTtrtJcfV/k1rYT3+casYdGcA5zp/47c34qZPxLfl2WVMIpwSBlmMF51yUfsAic/4icxjAgv4o8btdgkibiJIiaKbh5eGT55cK26K/uSYwvB8uyGWnGvSNk/Z3zLigdMwRXY6EWqmec7gXQbVs4791xKdmNIhaQ9euxB6O0ThehJcY9OMMbjTV5ANz0QCZeSSpEM9h1DU7sxP7Lo9SQizHxafD6Yb1tQMBfC84Ro0ZdbSOfhWNixagaL6+fciLWAVcIQ41sIdEvGb2lI+0rc1WyrFQ+nWSQy1h0Dbpqbtd6HCo5VzHw6Ka8Z0zZZmcWqfacufpNIsYtVyvY2z5+AvHzhGqH0l9SaAIN9vjEr+/N79Ngd0JPiQvSkuEcqpOip2xJPqXsIfnzZ3ey9pmjuVMiZxVPt51wizNdtso/N/9PXw+LsqtpkFiq4kediDW6wHs9J+EiNqLgqsEk9MCkEJg2hFLhprqhycuWUiIZE2CXFbiGdAi3NRFOCrQK7UpK7N4Ykd7GyDong1whlTz8vfB++vPu78MGPOOi6GU0zF5Nz7OGZsv3g+csDEW1FMCcd4BfKJci/oUXMIBML2Dl1eH+r77FnoyfFhehJcY//P3vvHmZFdeX9fxdBRIjdMhIhhEYxjvDaJKB4iY3BvGJEx3iJV34J5JUITALzCl6DScARJ+oIJpAIzIBKEsgbTATvUYyY4EgbRAQSOoJjRC4h9ATE7ohCS1i/P6p21d679q7L6W7oy/o8z3lOXXbt2lXnnO7vWWft7yrCx+xPUI4IsYrqpkV0ixIV/WgkaRHftJQJfQIhZk4pHMFyQY9exScr7UDhxudQOBrsSonw8UV1PiXQ3st3rtRI8RjkTpUoihLCJ6d0nxDXDyA7hcMn1h2CuEgBk39IfF4GuLe7yCPsAF6ban9m7vv0f7vbOiPH0xF86dXSfo57LU5zwLCkZVqmp7ESxHa6REGXCl/z6Iu7p7KlILQXRBSXiIhi4bDgq2BXAmkOF3l8ipnTc551IaDaNqmrxrrG3Qv7J2IlijuA+fiw6y/CfKic1z9grrvTHOL4B9iS7evrEpsFLdcySRTqKO41nMdzOw3l0mFEjl3R60akGZ33victZTCCc6Eysw+c/F5kw6YL4UxvY6BpHCx0b+IS70UUdL4lvcgO3yn/7oX2i7hPCMJhZijFLg8AULktZcZ3/9LdF2x0h4uuy6tAg2qj9Ucp33l4wQXefbWDTTcKXnABeF2PyH0CMK/bZjYI2GU1uFBbH5g+xttBwAH/CT76/TBzfIvPAQD8nYF3wq6fZ/MxCH8EAAzgb2gn0s5R7h7TmVqTSdwn6fBgc27YzwrtwLfC50+xuR3Ajz0uCx2WXA0A6OfarbtFnE7ZY9JQ7haEYu/HwGkjRrl0vKq6OYLcLhbK8eLnhBOsa6Hz3wgWTol3qPdVLwKWd2XgNbPPdSDgVATn4g1BPxOWhh2WJ0+/qRz3c2cAMBxQePJt0fJwAk56yxrccwD6crT9WTIdV9IYp7+mSharZaoAADTQmGg5enYwjzbiJXX49FHpJ57adH9jBKHNcohEeqtBIsVCoygSPSrlJ82+yWOySisnKkTnLO/M7P5Z1o4U69iR6G81449Rk62+XZOI9DxVwwEhanBN5nnsXNg0L924kSeHWMcXIfbk8uZ2lcgTcS71Tz/g9V5OpJA0YvIeMzuryDkJo8XvYZK/TY8mfh86UniKlk92pSPtx/XeialpqU3O3Gk9MtyEv0QJQmtE0idKRESxUBj0Lu568EHOf1iWcN7qsxLLKXTvZDhTKNQ/XG+esxJRWpEBw2atoMWcU0D4JnaF5Jk5n2cSnZEioVesOw6RXZiPNCeKSBRigCkIM64rLz5RHOUTF8xbnshILQftc5UouVKfg6LV8HTS8qiZ803WTMM1MdBgOthXnpxZKwPtmqSnV2T8nSutJP7iabtPGOI4ZQLgnzDdu08Q2ht5tR0xs/ymolFfX4/y8nLU1dWhrKzscA9HaI1MImBm+LEaSoh+37S4igmP7gNw1OH9CBLFv+BWbiPUVKSPZxwI8wr+vK6zk6aiz9OvouHi50ruw4ZGvIwjvnYXGv5pmWPntQA/kq+jCwl4joE6ilImloMwrBHXG6FSI87N31efmjJsraxv/Ll9zCZggjYe/c3ggj6D9/BFHMPft7ZnHPdnCtJDAHSrrsSeqppGDLoE1OuawQwQbmmC17qMgPoSupkNwmgAXawxzKONRlEdQRCKkVfbSU6xIOSFLsKMtEpaipnaP7RQEDfQmESzR4kx7SgAd4V9nlhalamruISKXFoFvW+G/4CfgimIE1X2QpQgHp+Vn3yhe1w9eVqjBfHHtK5pxMvgxeeg4Z+WGdsBYCGtzRbEP9cOUsJJyyG2BTH9y9LsAR5BZiW72RSIYSWI/xzsY/39tCJ5v/II4kuzXv7Z7gYr6HFTEAPpwhYA+A9JQQxgUpYA/BRHecclC+Iy/4WuAwE0IKhe50K9rnZlO4tIEKt88s3B891U6znCjS2IqfvBaDlxGSPjDRPACUGMSZRLEH+X6oFpUqlOEBrFIYlbtyIkfUIomYeb8OOUM23ChcsJIs/xJTtI2D6rGkZBA+0nYYzPkZfLzFXvwmupdnzKJX3Rte84MA937NCdJTwuE8esPMW5/f8UfclTfInTyFWoQ88lzpHPm+Yp3Cx0hPN+qVxvHPv3OCffkVB85UEcktzYI54eHuXCp+YJw2+DmNevvFHorzcubP7zCUIrRtwnBKE5oSpzvZyA0Yx5tLFp+tdSKp4CYUG4PC0jUk2jnzfcJxQVYGckWneJ4HU9Mvs3op8hJ61xtAujxFV61IsD14q7qRY8+4pk1xX7EttWduPIPYL6vRdt/xjFThIuntf30THBcy0HEUM7gl3O2K2u2+EyMQoURTep6h1j3x/9QwgYS/HzCgJOinf5nCUUehR5naeNESX+lDZ2l9ODDlHsDAGA5k9Kb396E0QgDwzAjx3Dup+PBADwrg5AXw7eg1aolUF4lBgdaq7y9+/6ZYIosT1yo/DQcPFzuDd83/bkaQCAEa7L52pvH9fa0d6MCLU5wGRb1y9NxuvNz+bvXxAELyKKBSEnS2hlvKL9Q2ygMUBd8A+q5Lw/h2CdBsI0EC4BY2r4T3ZqRr4jL7jAn9bwdpwmocTvDqvp6ILDBoC3TtJSLqq2BAvPMVbQYwAsCyoA3+YeQH287bJwkbd1Tj0PbzomWv677za4fj4+ri5ertNyS+vitsdq93W5Nl6aPwlPV58Sj6H6BKPrV13j0EXN2vB5fpg68SmOxO51Ga/ljdryTK3tdylOqfgs6tFZv+SxKeJrtvt6AeCYyl8n2x+h9fWaY6x2ekgK79FNua3h9Pe4eg8pi7iDV/7SaDu4NkNsMgPLzPzBxBcy3z3Trm9xxneM5VlfJncGHdCi69PbDSUAvYPl8rjPTvxgtJwQyJIyIQhNhky0s5CJdsIh40PKnGQ3DZQphLOgQbXO6HFRdtLUKHLWlHRYcjUOXvlL0KWvg588rdjBGynd4znnBCubbtWVeK/mi8D6oeAHklFtnZm0NfAoTmMFRfnE60FYC4co1iaj2XQmYH/Fh+CtR0Xbvkv1+Ddupr9R2ngj6DOxsNWXU7iO4IwOF6WpJsCpvm7typGX8joQBpXQ93YQeruOO0BARw7E9vyMfvVJuTk56S0yvogKgpCNTLQThGZmNS0MFlaR++fNLFyCWIsY26kMenEMFyqwZadwNIUgxiRCT54GuvZlb5PBteFkJw/R/QqhS18HEEf/0gQxjTDPGxXNUIJ4LAHrHRGzNEFc54+w7amqAY+dCX7gClBXayxWCkWqIFZRyFBgMggDwbjuz462YRGP9aBoIp5iHwPf2faRsa1UQWyPX92HFfR4vO1c7b4qdBEcLnNGhFQJ4jOtZhvoP0D33meOK1z/UkOyz6YSxKovJYgBGII4+qUjBxXnm8kznX41POij74fBBocgTqRh+ASxKtgxiRLFO946iUGXunKWBEFoNIckw7kVIRPthNzAKmKRMuEsE0dRDp+nsItP+uyFrclzXV4wJwfZHqh5wDXuiW8GJRZuwHXPubeHZXfz+BArHsXLJY1hZDhJCvMmFj9Y/Ul1XP9BBq/LMQErT5tH8TJj6uzEcfToVcEwLnktx2CbmCbyY7YZaRdP8bxHFC9k3T9cHS3eELa91GUV7Hmfn7bTbLxNvV+s18NmIV5PH5fC/jvSmL8rgiAwsxTvKBkRxUIeroM5e/9XyFG84gNr9vzj+uxx86OoxKtLFN/pK+Bhbf5PvOFuFxb6UDVmfSjB/E0cdBcYaAL0a8Gs7xr7Nun7QlHcGHxiyRZdRfgtHjOLWeiFO1QxjQKOEwd9r20och/Fy5li/8iwi9wV8A4x/9CIYb2KhU03EPXmfyg5IJz8HvPP/QPdgDnG+pPa63bE08PDTgLx/en/jj9oaVX6cOzfgwW9sEeaIJYqdYKQGxHFJSKiWGgsGLgzfynlx2GK4zztG0Gq7VoZDJHsiz4zM09v4j8dKvqnRwHtMs6NIS166IoI4+zNxnpT2JetCyPFdiQ4EsIO8Vyx4ehoWRfD30Hw90lFhm18210UtZXbgxujsZ73PpznSquUxx3RpFXxnNTluKiUanQ2l4L52JQu1esRcUOO82vV6FJLVAuC0GjEkk0QDhO8rgd4YjAh7SlQMKEuZJudg/kTAJf58yUTBTQuY1RuC/qgQUFBAd0EwM7bBZI5xuq4BHWM/Yhzo21nCh2V49mtutLfyINyS6DRcfU5XjDceAaAe1LySBdRYOswOU8xFSQLcOjj5rEzo2WVb5vLZQKhqwJ9Jt6QYl02EIy14TMQ5A6vBwXOCn9OTmzrU1OGbb+4F9Tnw0RfKp/YdmOIruknk53b6V+WJnKpfRPhJnnu7TH8feBcxrC9hOVd2TkG3S0jYZX2ETsLgKRBjv9UZQS8TdONbZHTSZlVcKVf6ECif1h+Wx+/Dxw2aDpPHnsQu1I+D6+8X25umJUjB3qdvnhusDBDnCQE4bByiER6q0EixUJeXMb+dnT1STtiNs3KE/4yzGeb8COq5wKfsjW9bWJZbdKixK5IdtW7eaJrTR8h1qPERr5oRsrGYkZ6cQX9PFRgTF0y9k9wFB7R78sY/7hTI6jafr3dnzDduZyLMRk5MkX7cpAnB9rFSAb/AXPTG3mKqRignC/eH7T7vK95M/+r86W9+LYzM/Nv4S4yIwhCkyPpEyUiolgolW/iYGJbIif4gwIfuaykX5tGTsgZ6/lzcBM+DBbWIR6XzmAED+bgZ2v9p+ucE+4SgjiN5xDkfIZ8NuUU30Nt+nmtNIk07Kp2RgqAnUfsIK949AlnVy7xyVbTI+1Drdcq83q35xtjrvQM+9xamkrmZDiLi/fDW1UwjZ86JrftwFRj/XgEOev2mOjRqxi3/KTYCbUUGCNXPeVbmW9SpJ23zBxP6hMEoRhtThRfcsklXFFRwUceeST37NmTR44cyX/+85+NNuvXr+dzzjmHjzzySO7duzf/+78Xn5wjoljIQyn/oFNpQZNmvNE2jd9iaWabaHJcKJgTUXO9rUcQp+U15yWPi4QeHf4HuCeDnVab3PhbPBZ/IWBOiOLUSGFBlChOixbbIjn4YjWAmYNr0kVxUXcNJdZR8UGh4xK8h8zJdrknP6ZEknfl6OMSRxM9X76og0nWrwxxQ0dZZls4A/lyowVByKTNieLvf//7/Morr/A777zDK1eu5LPPPpvPPjv+Sbmuro579OjBX/3qV3nDhg3885//nI866ij+z//8z0LnEVEs5CFt0k1hHs8WjXnxOU7kBbcEjhN5hHGhfjXRawvg3BFiu081W7+JyeuOYAigrIi+FkGcyCjkDKFE8J8wPVpW4jchgtkRLeZQvDvINYHQngDoulbHtqLRYMUjjEy3Ea/g/X/x9lK/uHqt1bJycN5A478waOjOLNsYEiUWhEbQ5kSxzRNPPMFExA0NDczMPGfOHO7WrRvv378/avOtb32L+/XrV6hfEcVCY8F12fZsdzJSLdlc2B7DWedyCeSmiLxmof/sa3u6ppEmjou4KegoWzclYPOmSxS1DfsBtsQrDyA1QuwSxFm5xoq0KDEqPsglypz3IEyb0N0uFE1l7Xa8o5tShfNJ/930b+Qi3s6o+CDTl9iFErbq/Wy87mH02BedFlEsCKXTpkXx7t27+ZprruEhQ4ZE20aNGsWXXXaZ0e7FF19kAPzuu+96+9q3bx/X1dVFj23btokoFpqUJxlOQZvAI4xTbdQKti0lAnxCZhA0O5UiC58gViLtOrBhYeXtJyMlwCV2G+Obi7M357drc+TrpuUZJ8QRLnT/7J4D3XbNd4/UWFzi0DXOI565ILU/ZtOXV/ed5rXFbnrhqG/Kl8wFRdIjXB7TYToK3wnmx8L9evqTJxUqU9SW+NoKgpBNmxTFt912G3fp0oUB8Oc+9znetWtXtO+LX/wijxs3zmhfU1PDAPiPf/yjt8877riDASQeIoqFVIb7BWxu4en656n9M7eFtCsqDDR9qsO1uoDSfsbOLKCBymhRjxA/rBfh8DlN2F0VSKlwTbQrpRqdTxxn5aZi3sRg0p1HiPmixmkR2LQiHXoerCsnVseXNmGT5hvsSscoif9lTbxb+HVtBcwfJU90E/YFC//PM4ivgB9hxMVzjjPbKTEfvQaDsy8m8bpkfCtMeBQrHmvEjbP+NkiUWBAaR6sQxd/61recglR/vPFG/BPwX//6V960aRM///zzPGTIEP6nf/onPngwmPFfqiiWSLFQhCcZvNbzsVmZ4+OUp6iHy3JNpT3YwjgzHeJhs0FWe5eDhs+VQucHeIeZ3QKq6/LPRctNlU/swpWqUVKp5pA8EeSmLmLixBNBzBLELow0jzzY0W1VyrljPIEPE5Ywo5yZ3SkSOq48cBVx9h8EI81CfTn7Ipg7ZEyU02mKAizMZiQ9T5+NeQ/ynSKGBaEpaBWi+H/+53/4jTfeSH3oOcI6SrxWV1czc+npEzaSUyykceVBGBFRHZegVGSK4b7+j2KXF842osapKRITi32kXSL5uNd65zu4RO9X25u4WUkRFbbLhG95FyMhtErNhVW5pLlzpEv9SV2JVyVqm9Cndw9uzB2BdvGI697lSI1JgGuY346PS7iDqDQHTvfg1tMpfFHxSxDmc2e8HgsYUVS7UGnyFuQ+IwhtkVYhihvDli1bGAD/5je/YeZ4op2aeMfMfPvtt8tEO6FFkvAvDlEOFHnLRL+Kn5obCoriIrh8U/OgIsWFBHCpVlQe8adErv5sbztU6BO0nDnFTZlbmuETneWdTI9elXsSoMr7ncxgXPtfbvHr4rmw3f9yt3d5DedFjyQ7y4aHEW59WaVsRBHhHCkXmagvZznE71PWOCV1QhAaT5sSxb/73e/4Rz/6Ea9du5bfeecdXr58OVdVVfGnP/1p3rcv+AP23nvvcY8ePXjUqFG8YcMGXrx4MXfp0kUs2YTDQlaawp0FPnq4blk+1wiEEd6J4L0F+k8I6zROKfAnA2D+AHwnwy2If45EumYuS7lGFikpTJ6qamlYKQhKbOUVmyWh+yXnLKCicDlQlMKrWMjMnl9QbgjGFLlIqOqFjrzitJQMVcnOBa79r3wDndx0r8PDreNfqiC0O9qUKP7973/P//t//2/+h3/4Bz7yyCP5hBNO4G984xu8fft2o51evONTn/oU33vvvYXPJaJY8HEDJ0VcU+OLIOvksXxLPT7vNVhR5ygftISf4psiTQLDYsH8QNafrq/G+xsVCc4piFXp5/+T0jxfFbgLrWe3N64zn9hySii1/LKrr0Icl/QZzop2pn2Jy1UKGVXa8jU5DiiROis14oHswXkn4oXYkWEDySkWhCahTYniQ4mIYiGLI54e7tze2MIZTjw/t0aR45Soqa+4hRLVUYQYCPp52N/X4ib4U9EoYZwytix8oriQWPZYiPmcKQxBmlU62U6XSKzHwlg5UlyCUGTrfTdGyGqUUoWvZN9g5dl2Q/J4NQHPNZlOJ2/u7qW+fvR7iAujCHdautB7mJR5vrQvSIIgHFpEFJeIiGKhEHnTCT4o8FFLmXRnkyXEbWFcRLhHkdmvpo/HKb7DaHLucr0OXGM1nDCey993s+QNe4RyHjFUseFod/pEiiAuCW2yWR7niQWOMRWaMKaRGuH9crjzr/lfGCW8Va7yZzyHVm4FV+d5371ttjFSmh6Sf42C0JbIq+06QBCE4qyg4LmGAQAfIFinQbUAgK7Lq8z2R3H+vt8O2l7FYZ+jn3c2G0rAOO6f2tVnd5sf8az2mBScczYI/ELYdpE59tkgzKON0TrvcvwZ4eCYhShw3RbjuL9xHgCYp/c33Ox7FAhLaGWiH5o/CbtLH0aS28PXfpDZabfqSgDAj9Xm0yk5lkvXAACmVf4NM133hp8FyHE/iYKH3RzJbWaDP0SLk7iPue+I5LHXnQ68RzeZXUy+Lf0cHp63L+9hwrRwvFMeey/Y1jXeTT+cktrff58UdHgbMb7UQPjDsQejfQ00JlreUME4W93bsdo1rjKvl27/L2N9qvZ6zLz+HaAnAevDYxz3Xr3eQ/ZkvAYZPA0CPgwfgiAcXg6RSG81SKRYKILLE1XZp+VykHi82Ecw6js8TBXu2MvIdJ74LDyTnlRnRZ0rGlM1ZB2cqQd5o5LXgpmRUSUQsZVaqRZqBikTsjBvojdC7CoHXGiSHah4HndmykZcilpN/HMWC9GKZugpErMZ/kiwI/Eew/xe8S7SJtA1lqwqdjdkvTaOVA+FnTttn0vfn5pLLAhCkyLpEyUioljIg2ui118QiOD9uD7a5ivvnGdCXW5yCKbPwqxUx2w6ZERpCZowdlWKi/hdvNOXu6wKehRhk3VfnekejRDjeiEF26f4UFBKwQ0de/Jcwle3I9wWYim2Yr4JefqXltSc4QKC3ZtXHr6mOzC1UL8Jse26Tk/qkrI/1D+vmVh52y6xv43BqPggf5+CIDQ7IopLRESxkGBdaR8TvcjGk9pHzWfHZhflKMllImVC2rVg/h5SCn80A9/Fe/xdvOfclxYV1p0mUnFYeCXyST3V1rIEccmCGQOYOyJ/gY7oOOuEjohrWmnotH3MbNq0aRQeJ3NcVtlF6JiAWd8Nni9ZU7h/w03Cw+yUf1/GLwN/bt5/czh5T0aDRuaFC4LQaEQUl4iIYiGTIl69nBTBqozzKVuRu0iHTmoALYy46VFhO0KsOtEjxZ+EX4hi4dcLjzGBK1qXlf6QBs6Oj/f18zvHOY8LBVtooabjFMH6zdYLPRSgZD9ihyjOsvdi5lzFJmwBnTey+Q/IEMRZ6PfTEum45SfuY+wJlV9Boq3rC8F7mMQn25v1XxmOjpf1UuSuc093VDUUBKH1IKK4REQUCzbnvY+otDNOdkc99+N676/6pUR800o567riVfyUeSKMn4D1krYqMqxHiP+CKblSEFQ6iI4S0r6S1hfk+YuS49y5ftLOcMWwOeKZC4JqZVmuFbgm6XWb9k3E9jL2tHXlFnuPsQRx6rE5zp1AyznG1Nn5+vdEmqN+MgKiJyOwe8PZxdNqDN72j0Pv21tIQ73/Ut6Hn0TgYlES6jV4TP69CkJLQURxiYgoFgrjsZVqzDRWJYpLiSTnQQneXJXyQmwhbAtXXJNRQQwXeifzpVXV0/fliVqj94fR8tG+6zsux4UXKQIR2rPtwY3RpqaqDHe4SCv+4UoZ8Bbg+LK/n6wvP97XLwVfLnspaSKNQkSxILQYxJJNEA4V3QMrJ9u1iTVLqquYsC3LPitEt2DjidMaNbTZnnP25KDfHQWsyuaw2VcnftBY50fOMQ9YrLW/ggK7sZnaCcvj/WfwKACBpZ2ytbP3AQCPfAggy+7Ogrd1jpbrGQD1STaq1cbxc/c9WojJqecxCO3ZjuHvB+srCFsr640m/ZrCcWsFJSzT1Pa8rM/5PhzU1fPmWEfgTccEyz0IN9N+AEAXn/3eUv+bzHgPTUyOqz489Fl6HnTrT7399Kkpi5Yn8fHONgev/GW0rOwOlU3bOHVPTiGAhnjPk5vHCbi8KX0ABUE4FIgoFoScDMyyhNX+B1ZuMxs/SoyKnJ69vOAC8LoexjaaNdV/wIL4XD3WVBi7JoTnVMen9gNgPAXtHwEBB7LF07g0gTVCu15LGK2mhUAdR77ICl7XA7yuRySMG2hM5AEdN6oOntX41mv7HX6y4K3hviG41jXc/88c2wVhm4U4Ndq2kNY6DkzhXMawvebJNrle/i+77x/1+dDbr5NF+Yc20HofurydAYD3WhuU73L4BYAG1QK1jPuPjr+EYFd8PZfZlzbW/155BQTM8n8+/u3d4eDpX/Pu31pZD+zI+cVgI+HR8H2Os4LnyP/6jwywdj8cXtNZbAdh++U5Gz8u3sSC0KI4RJHrVoOkTwhZHPda72i51NLO9uQ7ZdHmc6bwkXZ+OzXCZw+XRlOUd2bO+Jm8DIXSOIqgSvYq9jKY/5cv+btAukQKqipcNMnLl2x7Z8ZFPxDuD23AXNXmmJm5I6J9aSkPOn/CdGM9MSHNxs6bbmKOW/OpYMFX4Q5BlTrdAq2UCaA+JxQDh9vMaTv9kzbTJj+KF7EgtAwkp7hERBQLzUaRUs8l4HKP+CQ8E/3U92HNwi2vX2umXdr00OFh6pxc/Rl9p0wwVGP2uh90BP8WS4OmYV6x1xeX2T3hbnhpr1FqaedDZMmVcLl4AJmT42x8paCLlHqezQi+5L0Rn1u9LhHWvTfEbugsob7QKGs3ZofdXomkvi90XO8Hj7tHLmeQELvIhyAIzYuI4hIRUSzYXJrDAi0PRaPARX7HSRTacNiU5e3PKY6/agrSPBOg8vjTNqYoXnSe8Zq9WlN40mrWa7a38U3Y1/j+HVZr+nacvbnx58hyirjkNebLY+GqqtolcPhA+zuNvYUzvwdob0ZVsCNRBOYhzSHDIWKVeP5MjiGejGShE+N9oxF9TlGZrwCNNqGuiDAWBOHQIaK4REQUC3nYy8il6FxC+JRSrZ44EKy2uNXTOQqhLM1K8AvW7dpcP2P7nBf0ogo+WzcXpbgQMLPpfPBQzk6aII3Cvn5vesLleceUbDeRUbLDhVFZ73J4xdzIZvgXoVdzxLF/T61ip3/EPglPyoQmxr+HWu95n2yCa7HTcXw8xZDUCUFoQYgoLhERxUIprMz5UcprsZaWRvBJFLNSS/BVOD1+G1WUIYODjf1T4yrEEaKXbmZ2F3Kwxcw1nu46RHnAJQpjuyCFy//XziXOEMZGSsMDSCx7o7wZ2HnFzJ5I53BEZZ7zRGWZ8wvQyWk53h6ugeP10/rwWcMZY/p5gXOqL1MdtWNC8Z5H+Io4FoTDj4jiEhFRLPh4D5Nyt/VNaruT/VXsfNv1yHJqzq3OV+GdiPQ97Azyfqf7P/76BDu1nDrpDlf799k/5Vt5mnlymdW15MltPcgorbRw4qSBMP4pXvc2+S0e01cS+y8p4S+s7nXsIncUWuEYV+YxigdiQZxFSV+qtCivETE22lTEi3aKRak48oJVDrz+JSSamFdQuAuC0LIQUVwiIoqFNHzpoMycO2lX//nYphSHiCxU8Qsc+/dAVLjKVDuqhNli2CWUI3ogithWvQtzfw8EjxRcLhr6NqM/lAUPZmbAmxtaKl/0DTUrevzb0tMZFL6Jbmmlm7MErjdKDypp8ud/4o0mcwu5eH9KR02RcN5E2PdQj/5KJFgQWj5SvEMQmpKywE90c5rVMKftjAsGRB6pig9jr9IPzq+OlrM8hQ2U3+8M0/d0NS2Mil/wrg7gXR2AGsc4+ya3XRt6t14LxiOgaF3fF7GTwWNnAgBWdmPn/oiR2hgnqeIJ/yvapIqXjOP+xvk6qsO4LngAADN49hWJsWcVyqDz34hXrHv2vO9l5EcAOibwQr4weYI+3Y/G1sp6fJfqk8cCmZ60DMIkDgqNLLe9mV9jb4EOp/+xBoWvRcKPmA8CR5kHd1hydXpnCF6Xv9ziLqRxFRfz3X3m+//u31mR3DRHvy8zCLc7fLJ/AcLHCtr/0uhlqfs79PkgWn4ahC9p72+1/HTOoiiCILRcRBQLQh7C0lodG/F/LxLDH1qdaMJE6WoiAOusCnFpqEpxt2giZxkFgngGuQuPbM5/MbbIfcQlAOga98E7LdW2SFtX49a+UPCCC6Llau08B8Imkx3nPtPaZAjFjcHOebQxPscLsQjHLZyrUElw4HsAM6h+c2KXXcEuQhXoCCuc/dgjnki7x7f9j6OBr3CHOj4s+GEXDQGASSBcyf5KbZ3DQ/Sqb2m4CmnQoNrkF76sfibf5t/5M05UsRuvvw8/A/yhIXnYNWD8PecwGmhMMI4Fw4MPHVFcOIWCf490xxzwtq7RMV/yFOHxbRcEofUgolgQCnDA+r+XqLaWRijO7OicQo8MM5viMGqjlYBOZZk2rlsY69UpKyl4AMnosKsanCKM7ioxnIgEAwD/wliNhLNRcc4hnCkOCdrXV+U4z72Oba9qmxLRzv7BznHc3x3JXEZAR8Y/vuXY18N9T7j6BOd2APg3LjM3PKYN7nHCdad7D41Yc1w+gaVXvuOtRwEAljvKM48On31R7H3aITR/EqjqnfTzdj8IAHhTf//f8u3sAZ/iuJ+OqLtCiW9nJcLhjKc75ReiQ1UfdFG0zSgzHSRARfcRHFwj3zk+Wo7YWOBzLwhCq0FEsSCUAC26HgDQJRRovShdUwIIxFnKP1OeOA0A0HV5lb+NLZRXWf0pMXyyp4MaBv7o69whMFSqw6I4lSIvUduB8TE3w/GzO2+Lyku7vggUJS3a6YxkDg+29esTb9pA/xEsnGo2VeWe1fN1npezs75dRYofpyBa/FqxiGKaQI0EXAaqtLMh2KkDltBKI9WE5k8Cj52ZKvqBIBUHAB6l2igCzyMfAii+ieT67/LH+Nrp3vuCheey78cjjiY04mXcDsKXGpIvgup7hibaX1J98LPJzsq0PmbnELz9JSosCG2SQ5Tj3GqQiXZCJnXJj01jJx5lFfa48iCiSXi2S8W12qErGfGkOcfkudTtH8Fd5U2jqco++7Dvo+HB7BkbusTPatlFWknsTb7rspwyjEl4k+MVevQq/4kfc/dtTJD7f4ieMcGaOGi7R4wB83Z4z+stB60RWa957OD0++i0ldOYzTBcJJKdVRnV7RL8P/c+74THkA6O/bZV23TPvXgUL0fLRzxzQfqJWKtA18xVKQVBaB7EfaJERBQLRfDZnumcshV+x4lQLPj2O0s0+1Ci0Sd6LXSB+y3Hn4LvYaezbYRV7Wwxg6vezTj3RzCq76kCHnohD+cXDHVtuvVbHfiYlaekn4+TlcwKMdk8WBdqkVXb9njjkciwYfMIZB10sazeSmG75zxAYKFiiVR1j/6E6YZgVBxkxAL8vfRryPOZOFS47PQSjhcPmOuXgKPXScoxC0LbQERxiYgoFnLhiBaXShHhi5lT4khx+ENPVF1Oj6Q+B1Mk5xTKefBGizOizHlJOHFpFfeyKtuleUlj1ncT23zeuFlRygShF3NWVLUIRsT3AcT+xRklnG2+gzpngQ8l+HJ7Fms/LCrRnudLSRF8kd08/tQ+7EIi/wfM/4CUCHFmjWpBEFobebUdMWf4SLUz6uvrUV5ejrq6OpSVlWUfILRPVH6ogwYag078IGhQLU55qidqKgp8xJ4g4DIOJt2tO6dxObYzyHSj0LAt1i5uIDyTY9KSOu5Zeh4XsTm2IXsIK7tZfSwgYHSy3x5rKlA7eFu8gSoA3pZol4flIAzLynX+kIIJjqsIOIsxDoR5TeUWQBTkYx9BwEel9XksAbs9h/apKcPWynrMpK2RZVsRvkv1cS4xXRTl1G4HobfrHtBnAP5DoXO8CcLJOe4n9XsPvOmY3P0WbR9RR0B5cjzD9pJzImJ8wg7BxMjL2X9/BEFodeTVdjLRThBKwSOIgXhGO6/rUUwQA8CNwRNPnJZPEKvZfTPyz4Z/UxPEyt7smU6Mi7UJSyM83V1LACoJF/EFeJZMp4iEIAacghhAJIjHqYlQRQXxMkINzQUWm4KYw/761AR/9OoouKE0/rnAi/YsBnZlC2Llc7uQ1gK3U/DwoeIKBwYAcFiupczAnBS29QliILZ6MwTx6cFxw/aS04KN7pgTOU0Yk+uyBDGQLoh/7r6WSBBn2PxFAjenBR737ZarnZr4qKBfTHS2e/G+2YYDB126xjrhweizLYJYENohhyRu3YqQ9AkhjbRqdI3m8bjvQrnEX4V72VXG2UqjULnE/7Qf/Omc5XzzkDapjTmorvdZx+lyl7HOwJUX62U6+JEcmWQjU9r8n7TDcaG5buXz/gnTmZn5vPcRTKpL+7Ns5b+e9772nrnkNSN9Q/UbpQO4xnFn6a+5fc/+gLnetnaqwgvhsb50CQMtrxsn7wkWXGWXH0pu876uGSkSkkssCG0LySkuERHFQlNRqGTz4+6Pot6HVyif4hHF9jY9z1jDFsS/gnkeDEsXuLlB7+SmW37qbb6yGf486WL9e6gNFlxfHkKUCIvEWIlEAlWhuxikOBrQo1cFQjd0oFDlhlWOsJ53rCbLqQlxkcOED0fNclR8kH5MCUT3uQgeNwtc+1+5zqFKjvPaHO+hN5KvhRLFCXGc5qIhCEKLRXKKS0RyioVMKsldKvlwQFUAV2vr5PcbXsSBj/FCmFXlAJz0FuGtkxpxTdZ5exGwg4Mqcnq55qh56PPMIx8CEOdhl8SF5PW6TUsTcOVFG2MM81mj56p3Mv17C7GREn63DDIq20X8mYBPmdvp0jXgJwc32XD6UXbJaADA7QT6IYP3undvoP/AAP5GYrvydP4xA9QV3uNtnPnKdBGA5zJLq2eRN29Y8osFoXUjOcWC0FzYgrg8PT/SWUUNAE4sflwiPVUXxIBfJOgieFGyjUsQl3mG59o+FGyMbQcHFcQSgjisXscjH8IDIx8OtpVT6YIYMATx2zQdb9P0aF0JGVXOVydNEANB/usJFOfBcvUJiXLSLgb/T9Aoka/qQyv7TR+au5bQymBBE8QqJzYSxJlVYzS0am42F6n3W1bxinv8ghhAIIjXufv4cXgZ0fGeHGV8Ndg+zjeBj58FmDGF6tLHmkFeoSuCWBDaByKKBaEAy11lnev8/zCHkqeKGgC8ndxOo5/HtPAcruN0zeubDJfKcK2DjElR9Z5hu7a/xEk9riqIjdevQ5tQN0EJjZT752Ky6zUIOZFvxYl8a2K7Et0fgCJR/xe6I26wzOzzZtoPAHhHH1od4VUOIp5qvwtVonnBk0E9Z19p5ShKrJf9tkqAX8lDEoepiXNqMmFqtFQXzNQhEJMeET1TvR4Tkv11pnASo33sEcm+ZoCAQYzrKKjG1626EkAsiHWW/38A6Jjkjp8FjaMJkeq8V5jnu5Idx3qIXocSSjRvL1LOXRCEVouIYkEoQML6a70jmnvrwmj5Jat55baM2fkLLsDUlKgUjY4dHxZnaUmX+NFdKvrGHXR65kJvN3Zk2Had0OnlOOUcX6Q8BZVe4eJe6/74orfRWCbGDbqAI1H/Sb4zbjzc7PN+PjLZYVg6+8cMfP/kDxO79XLMdOkaXOcqraxTUJzRHXPQj4LoMfX5MHKlSIUZ6KscPg7G2x4PtkWRaI1JDgG4jxGkdTDHJbCBhAXde3QTbgmv+8ccRNf3VNWYnfUI+68LnUP4vXibg1egpeYsNc83aIf3sGAMoKjedPQ6eEo0pwlfiRQLQvtARLEg5OFhzz/MyuQmnj7KWNe1aU1F4EE8DRRFhItg2LQtSDmeqtwRxNC3+E2QER3t02+Zt6t6NoW+nXawmuJ9O9K0Q8bP/PNoY7Ssco1BVbFtm8XNtA8A8Kp2Tv3n9MvBwes2K7+guUCdqgdht33eWgb9y9Jg+dQNiWNVvnGHJVeDnxyM9+im9JMpcZYhjr9L9QB1AN85Hps4iB7z1qOcbemOOdHy2zQjWNisoq3hn3uKPbavxL8BMMXxTIcA7KwNUc8X1s8HAMfw973XMUrdz9qwf91HWG2jIcAp5v04O02Q9gr20flvGJtV6sp14PjLgOJx9/3uDU4K440kUWJBaEfIRDsLmWgnONlB0T/gp0C4xPWPupwSqQA0qBa8roe/X1VUoiieohhOfJPv7Gb33geefFvxsWioVIkoOuw5d9rEOup+ELyrxO/r0wiYmnGtpxDwAySiw3lxTSTbDcKxYHRYcjUOXvnLfB05Jtrloi/FQvfLFBSb0FDFPgDkux8K6mAKSHvdQXQubbLjQlqLUXyqs/0FBDxfwiXToFo8ua6n+3MX8qUGwtM5CtDoyAQ6QWgfyEQ7QWgqaEAkiAHgErD7J3tHbqwuiLsur0oeU4ogLkrO7715BLEeMQaCKnaKoRSI4TlMcfSYOagiZ9GJH4wm3SXGsatD4jyKR7Kidi4BaOd//JEjQfyPb+k5t9cazeyCEAqXs8KxobDKEsRRRPZDhyDWJtwZyzabteMc2tNIq/AI4qdd99EWwHzQmQ+tFyeJzqVNdowEcXg/P6ad6gEtleYXIOAUwt30P8mxDDXHx+t6GIJYvaQ04uX4mjRBrI87ipg7EEEsCILBIbCHa1WIT7Hg47Sdjo/L58NtLn9gLliEQzENzF8OHw4+r2/+q9lGeQz/BVPSz/F2/o/+r7CMvwezqEbkITwxo5+s/Y3kWLv7x9zn24Gpqf38FK8b68e7CotMWJI5nl1N7K3sLCKhCm7ciWRBjlJoIu9ddHHfN2bmL6rtmif0NU15q3BN+Fye3PdY7DksRTkEoX0ixTtKRESx0NwUKuoxLf9H9FpXU4TnOsXfzz/t1yqG3fPv0bJdxIPD79A49u+5x8TM6cJYV/ifBx/dHH+RUOHfdc+/x4KtVIYX7yCqPJdRWY25YHU1z5eC5ACI+fLstq5KfRUbjk7p95qoWl1TM1b1GxYyYQzgk8PFPbgxandyjtOLOBaE9kVebSfpE4KQRjgJiqq2OHf3WONOAUhj77Dq7EYInSqmeH7enRSMS09fcLlR7MT5wYKj2Mib4c/gn+kUb1MpFG+Ckj6+YRoG7+oAOn8jfFTbP83P9FxDOZn2HC+x1wauUfBW/67Jt0U5rvpP8YXwFA7RWW/fk7VnhQMIUxbUJERH2oRzApiPyz1jsfvlg9j+mLZO7n8FykZNH//f6uL3PNvj4keSDi15+KrWzy73tUb2bOcqs+M/YBMHKSn6BL9NJ2TfK2faxJdlQp0gtHdEFAtCGmHeJ1cfn9hVRzeidvA2Y9tJb5Hho6s7MxSlpiJFXIRCc+Wb5mY7F7cnT/N2oYoiKIsz3ZZNL5iwk6bG/fcL3B34hWSVOgDAKsKPrU1eAe3Iwd5JU4Pqe0jxI77d3N4vh5ZRNnK3a31+zNZzi88xc4w1LiAkco7zjE3lng+cHW+7lILCGx2WXB1soIuCLxx0kTfHXIk4Qxyn5R3bOPrVhWFnpE+oG6i11S3WjOp7Ds9iJ6E/NvV7L/4i8jOtn0+gUEGShJfz5mxRnviS4ZiwKAhCO+QQRa5bDZI+ITQ1GLgzu5HO40jPRS5DcjktRQGedI3nksfgnn9nXPNfmUM0UiseTv8zgmFvZPaXhzzjymKT9bM5rjX7POm/g/1HPHNB4tibsM8xqPLktveCPlypBws8P9uf9368Xf2073rWf/aPlj+w+rTXm5vJ8flOqzXPfczKUxLt/oC5yT70f0WOXHrnvW8ERvpEjjQSQRBaN3m1nViyWYglm1CIsWHEaT47Lc10RzIaVItPrg/cKBJ+vndpqRJPEHCZ52NJBPwVQPcCH9uR5CztXAo30z7cz51zWcINJGB93tNSFWjYw+AX+mMnTfVHuBcTMOLQ/8miES+DF5+jbbgW4EcO+ThslKVYwlrMsvp7GoRB0KLDOWz60qzVEvejIDTiZfDozyds8YbsIazsFm/rR8CmlGFSnw9jz2bbQi4t+mvb4ZVqjSgIQqtALNkEoZmZCALmM2bMD9YjQVwZ/zTLHP8SzOt6YAcHglhVtntK/Yyr5w77BLHqsIggBlIFcVrJZBf3c+dgYXd2W0MQZ/0c/vYrUUpGWspHSYJ4RvLcX2pwj+cX2v3o9Kvh0TIvPsdMt8gSxD8Pin8M/h/toNPNcw7bm33vs3KJlchN5MgelcxD7g2OC1dogpguXQPMNtvSvfd5BTEQp5q48rBvpv2ge+9LbFepvreDAkGtCWKVG68LYgBYhEWpFRSP3KYXMRnubRfxYViMQwniaeGgRBALggBI+oSNpE8ICT6f42Pi+Ch9VttUOIUi5JOeU+/H9cZzJmp8H5X2kb8JH5Z0XB5094tUcHVi06N42Viv1n8WD6/ZTplQTC7RgcBwq9CdJwq4UNCjVwULD5jH6GkUzPH15bUTS22T15lC42LPaxPd068k9/ts2Xx8RrUP7QVnZ11n1n0GmE8I21yOkq4GnEDJAACI1klEQVRbEIS2hbhPCEJT8RIbkbTLCEGFuwzWl1EUIXVVtcsq89x1eVUyzSJ0nVDV4HxV4RKoyGDH0iJiUYQ4A+qePmFLoSLU1K8OzziqkOmRxmiiH/8i2lZHNwJITrIySgKH17wuXI0m2R0g4ADhnjSXhL7+18aoyKY7T+RwoVD85qqvBpHjCeYxy7ua6+r6eoMTk+1cUWQ9YpycTHYhsqCqd+Lle+/D053YGfWNJmL+LHnNV2K/s+9fgBJ1VADg92EX47oHz+Oz3Cus+5woMKKnhTzGSUeOIhMUBUFoV4goFoQ8KPHSl/DECQS66h1zvys/s45T8zanuv75XxH/w3Zat81kNNAYAMA8il0dfC4XI3L+/7/Yk06ga8PhFOQUu0SSwijP7EiZuLiB0OmZCyPHC95U7u5n8m3ReRLpFDQA5fwD7xhsrlkWPEciuCNnfzmwHQymFRNSozRBemy4qFdBXIDLgdc4kVIROVIo6KJE396UiRAlhhP7+VnveJXlGlefEDcP04GKlv6+n490br8GseWe+vL0gXaf3s36TmG9n5aHx/4bW/mB1CHdgUJSJQRB8CCiWBCKsJmBzQyuPt4sOby5ePTJLvtcuY2ApVqu52gzl3I1LUQDjYmiw+M4yMFtoDE4g0c5z+HyLn4TlMgl1qO1HfXLchwfiaSR7mtWgiey8dLuzTOdGA0XP4eTPNZnzvMkdmyIJzhCy8v2+Nvak7kUb9qRVCW6iJKC3lMuOWh/DABgt9bfQnCUT7w7PPR53BTtV/6/eM3s9+DnHjX7ThGyLvQJd7m9jWFarilB78u7LoXIOjh8L6gvT1208z5K8XIDjQki+hrvIfh1QL02th8yXbomjBoPd36ZEARByOQQpXO0GiSnWFC8ioXMHdM/IhdYu6ve9bfHwJ1Rau8pW/N/9L6Jg/kaKlu2vxb7WH/6v5PtVUrmCQW6yiwtHXLE08ML2asZpZzHFBjQ9AJtm+FPIeZNNJ6bFN12LUdVPGbmp4x8a7M8dJ4S1nnQKyJGpZcPE+vC60XFB/FGyS8WhHaJ5BQLQiM5g0cCH6VECHcQljFQQ3OjTWr2/AgCetnFIdb1AHMQIVaFObaFUTk7v/gqjtfncM6InUqt6B6nWBg4XBgA4E+P/nu0TNe+HI4rSJ1QkeKbaR9upn3+cxPFaQ5UFZzLc76Pfvpd8CMeOy9KplPs0l+C+fHKuqxI6C1h21Ny3L80e7IrksfnicL+w7iZQddjZ7obFChQkUBPAeB8edxf0iKrfTasNPbxA1cY+cQAogh4EYzofujQMZP8FQUbi15pz0g96UFR9DuybAP8Ff8EQRAg6ROCkIAmLPXuu0zXMb2Cf7CV/M342FBULuakF7FKl9g7rDpKjagI/3E784s1xhNjvPbzslrWtwHhxLtJZEzAmw0KUh1uSZ6j0zMXGkKGHzkHfQk4wMnUiWiy3UhK2mQxA8uU3Vc18Bkkzqcq5rkEcVRNj+sAAINrswXjWmud7piLfgTcTf9j7vij494W+Xl9afL4PKWXd6e8pO/RTQkh/l2qR2fKV6HPy4eUayLZ1sr6xDY9nzjY8F7Jw1CTGhmEU/F6tH2Gds925/hiYb+/AYD+Jf58vkePRcv87qcAAJNAQK2IX0EQSuAQRa5bDZI+IWTxWyx1bsfJ7yW3eazYurxwNmOmO93gyoMlfCyBqLrdAxmWVotzWpHpqSE34cNEykPedIlSOTZjmGvD67BtzL6H2qYdSMZP7k9q99P32u3Bje6DM9JzCtGISnZ/wvSmG0cIJixhTJ2d2H5aLZgBPiMc7hkZw7Zt97znC9NURpZotScIQtslr7aTvx4WIooFBcabeZaXqk+L7pNa5/8IVb0L5t8hV7qqT0z5hDNznGvs8irGwq+nns/nDfyxJviLoItula+sny9vnvIZyBZMOkdqbb+L5BeUKI9Wf0F0T1u7vPCdoceteuTE+6XmATAPBh+0/uza67k4AbnFYnOhhL79pYS3W+sPwHht8mJ7LoOYf4rXo/XqlPs2nRF7Qd8p/+YEob0jZZ5LRMo8C2lcRsATrk+Mo/yw7hRRKjT6efCCC0o6tlCZZQSewbZF2iJai5Eplc0azYVUyN+3UdBFbjcHPXkaCKq+eXJPnwLhEivVZRooSn/5+Itn4/3zXsEoEBZa7d6jm3AMf9/Z73qQ4QABAHTHHPCd47OuKp0Syxf/GITrsvyCNd6mGTiRbzHHTIRLwXiS4/02x1J6mkkh6JhGpXwIgtB2kTLPglACNKg2Wh7tSHl0CmIgEsSqXO082ogjkV8Qd11e5Szm4RPE+hwt3a8YAHqsqQBQTBArlB2b8iRWgriG5mIEIXrYJOzN8lKiIF5Qyvl89mZpnraAMdFOCWL9tdLzwd8/7xUASAhiAJEgfo9uSuzTBbEq/5wliC913YJpFIh8Vc75KC5UrOLH4XUVEcQA8DDGAbDGzIEgBuAUxABwgsodp88E9yXMSx9X4PWNcoxDQUyXrpECHYIglIREii0kUiz46EzAPs+nZQYItziEhIr0Nibi29Qoj+J7PcLHDpzalBGiIgw+6NqX/Q4TRTmCIheQdSAM0sbdYcnVOHjlL0EV+8DbOqMfAZvy/kUjSnedaE7oMwD/IbPZsL2UqHLnZRq5/ZTzXudGAvo3z/1I++zkIox4zwEZFe/OJOC1R4P3gCAIgg+JFAtCCTitzELS/qm7BDEQR3rTBHHlNgLNCkoZKyu2ym3+SJdt9aajImyRO4SjwMa9YKiECFWAxK5SNzzlHGmCWPWTSxA77NcSaIIYp5uCGEAkhnhb4IzRpIJ4o+MmfEiG68RVOezy6IdTkhtzCGIgWfYZCNIqnPgKjOQV/o0VxBT+O+lLcSnE8Fn/7JTkrhGmgNgloF/l8D2wMZ/rhiAIQhoiigVBw5cDrKzWhu0lcMZPu0ML/m+uqWDwxMDjV1X1qqngREU7hbJ6M9ImVoVpG6FouIhDEb5IExEHCG8ieFwbtvvOW+G+tXF1vaxsgjSUvVtfxz1ICO3Qfg0AqGoLAKBbdSUALXXlI46r173mHli/ojZmtiC2fYiVGO7PCYuzp46KyydfxWRUYfv4i2c7T8c33AUavSxKzdFTdLKwyz53WHI1+M7xeJtmAEBYwc2B/QIcigpvyi95s+bnp72Z1Gvk+uJyqf0aOrylvV8GgOC1kvLNgiA0lkMw6a9VIe4TQmWeanODk22uTTnsTm2mPK5b5t2n88mU/j6v70NvdyP9421Vd/sWg7/F4COeHm5s97lPbMAc/2As9D4W4nVeqBwDeoQ7JnucNnS3D1Q62yinA0ydw+j9Ye4xebEdJ3QaYXHGzIzrnmvU8VE/mq3ZyeGQLmmLf7nzOnzkrOAnCIKgkIp2glAiGyrcEafJIOD0OGp5JgXuDEBQIGOxdpgdDZwKjn5qt1MpfIU77OIfegT6JX0fb8NqWui+GFVVziqkcS8Y94LRcPFzxvYDWjNVwW4RrY0LlIQpDyoQGRXd8PRhOFfsDHfYVTdU29lXunesiC88SidYe1aUMpFJWuU4VZhjmtUmx0/xWakTvGC4OYyUCLGrSEXUjzZ5TUVZn8wKih6KyHAGT1u/qCyhlZ6WIQ7HD9ekRBWRtvsXBEFoLCKKBSEn94KDn/CPCP4Zv8qh6FtPmGAJW17XIxKxKl/4UUv46CKJZk2N2vl4ySGElJg6g0cldzLHYthTchkALm4gZ06xqmBnCNsw5UH9Kt5w8XOgfnVII6+lW0f9/vCGePkfg8pouuMEP3larj6DxmwKY1duh52PuyXZxK5gl3g9rdzhKF1i9LJgw6nrEvngKgVmEDYZ21fTouQAoo4LisEvU3AMHdo/918CG182ruQhhfuILOxUSsuX4/6+VNAhQxAEIQsRxYLgQv0zJ0pGuK4Lnw8EbU7q6u5CiViVL2xPnuN1PYJTDKoN2qw7R50yFb3k85wcE70wg4Bb2GmbdtJbhGc6MbDgnwEEAhkAlll6o4bmBgt0TWKCnO5trKLLUVsXy8xVlU+8wKVxjiCgF2M9gNFgTLSuIXcu8Qnasp00becUA/GkM2VttpGiXOIiUIc4YswLhiei/+O4v/GsOINHWh31iR85Js69jWHxymMcHKNyfpU41kVyc01S803+K8KHmivGYyKEBUFoPsSSzUIs2QQAABE+vvxzke8sEHjjLtrrdgRoolM69c5QAt6CmU4xjzYmhFSCUAxHz0020HJjklyzMpuACf6xe4up+LiC4pQJG58lWdoxIapoBxBEhvXUiaHkjvLrlFToRXnj2W8cvUgJdYjFcN7BCIIgtDHEkk0QGgNzJHKeCqOTo8ElCWKaNRVdl1el7g9PaaDSL17iZH6xEsR24Q5jXQlhSxC78oCzUiAMNEGscqqNCDG0yHIGo0DorgUpEwVT1iWPoUtfj5Z1Qfw2TQ8bkD/crsRtWnR4I5l2bIOSTdV7YkAY/X//vFci9wk7lzgt7UVZAHbiB4MosEbCHtC+pnoOhLH9xgkF8ds0wxTEACIvPhePN1O0WBAEoZUgkWILiRS3Q/ToWQ7/2pm0BZP4eHOjOo4qAN4Wbx5UG6dJHKICHqtpoTvHuCnpSfHEuUZAVVvA1cejW3Ul9lTVALDu76EusFFiWWQdFSm2g7TjiTGHKV+U30VW1RR7v70+kYBZnnV9+WECvi7/FgRBaDtIpFgQ8qKF8qbgvczmuiAuIwC7NOGmCWIgzhvOosjcqTSnAsA96c4uzdzRcT7bR9jII7bZyfmKb9ist05y6hoAiAQxENzfFfSYUxD3qSkzIsWdXfct7WbaLhNAHBW2BPFTOd0NBti54iqH+GCQvdCLgu9dKv+7sCBW15NVRtDeb6/PSlmfxYEYBpKCeJVEkAVBaB+IKBYEjbu4mNCrZwDdYxGRZruVFiXu8oI/vcIm1+S6SWabxZbOOcBByoQSx30pnlxnp0KAf2Gu9wwP8uUV0zWmkL5dG8vA4CS7Q8HJs69wdnEufzkQxGPN69haWW84TzirDCohrVwmdCHsmvil0iaOYsNh4hJwLmFsW/hFbhMA8Nla7OBGpvHqXwzKHOOxt6l1V1udhyl4TPSIYcVZLMJYEIR2gYhiQciir8OBwkNaZJhGP++1Xds7rDo1wKk7Tuh4q+fNTFdhwylwjVCewrohw6l4AwA0b2IrUuxKm9AHz78whfQ9yfbH5nVy8Hga50JdlC6ENTcJHSV+7dNdUoLjhJ5TzOt6RCJZRYyB4PW088FzYadH2NvU+lCKn4HgWX+z6ELYjiC7OEvSKQRBaPuIKBaELDZzSR6rCX58QcKerXIbReWcP6k1tQXwHCbMYUqIYDsC6RTWk5Ib7ajwIlobTZo7Fb8zG/Mvkh1faK3beb89rf2LKXikQPMnRct1dGNgx/ZaMlrs4rK8gUxVIEJzmdgOisSvLYrTCnTYaRMK269YYUeMM9MorIl3CXzpFK4qLy9pJ0+LDEtEWBCEdoxMtLOQiXbth+GU9OMtipqj55oPRrOmRiLYtR5t98wlUxOzDgU1NDeODEcDy2m9ljXpbjEBI8z9o0BY6InCjiaPZ7GDfhRXeVtCK/N9ecmYTHcVEx4ljp4VA7aRt9qhDf1wCviGu5LbLbs2ICjUkfAljg7oA/BWc1vWhDsX9iQ7F2qCnXpWAlmixIIgtHLyajsRxRYiitsvfWrKsLWyPr2RR8EWsX+NLNgsgdyLYus1XRDry7pNW1NgiGG6Jpk/7MIWuSoqrAvj28mZNpGGcqKIGEuBHdo6APOb58/UU1qUOA1dEKvlIiI5LyX5FWeRJohXkYheQRDaPOI+IQhZ3G5GYY8aYAliRzngGR79UESk8sRpkSDWc4x3cNKpAEhOrPOdS6VhKPLkrMaCuBzAsjhNoiclUyB87ORkpLigIAZgCmIaEAjhBUgVxIm0CbrI3VB3mAjRBfFVTKmpErr4fee/Pxc9K2/iPBgT8DxEfsVZqRNllMwTVky0tqVFiHVBrNwnHs75uguCILQxJFJsIZHi9skCEN6m93AXlwc/yZ9AyXLAFm+CcDUx1vtEqictosWxmYC+npzgol7EFxLwnPuY3aBogt0MEG7RIrQ0fxKw4EZg/fHgvdaBp4e5xU3Bh4TtRyFXyWY7Eqyq1unV6/Rlu10e7F8YnJFi3xspLY1CCeM8k+gEQRDaOBIpFoScXEZBtbq7cAyAMEc1QxADwMkIBDGdb0ZklS0bczJ6a7RL2dcrR7Aul7dxeY5GShBTGB2+kNzRX9tj+HZKRNt9ghgwHSdusUXpuqHg6gxBfHpwrolZNmn6jbGrtB3FhQSxKxKsC159WbXNK4gBUxCvpkXoxA+igcaY1exYe32ybNaGamLYLtThYhUlI8MSKRYEoZ0ikWILiRS3D2jC0sgj11mhTucIAj7iQhPADgW+AGJa3jF1PwjelfJdOCXSG1FPQBkXr2qnjiuVFQScmzz+bZqOE/nW7OPDKPFaJK3WXPnBeXOGfRHlNHoR8JeBtfjk+h6JEt6CIAhC0yKRYkFwEUYR9aIRk3F8kIuq5aMaldI+ClRLUwliFSF2Ffrw+Rgn2qWkZujuWzZeQbwrvOAsQQzEwnYnu23WXBFk/TiNbtWV2edTOAQxgHRBbFWw80WJfYLYZ7um2kxD0O4qJgzYFjz01Aob9Zrv4MDD2BbE82gjVtOiaH01LYrzi/PkGrtQUWJXtDjNgk3s2QRBaGeIKBbaF5aSnEJ1QVU0fjZ4hDgrpXnQUx1oUK1X7NKsqei6PK5c5yr04bJsA5K+xZ90torbFS4M0T3jgu3UCcUIx3H3cO6Jdnp550x2xGOgO4IS1MmJduEGNUlSFe7QinW43CbsSXZKJKdFijdUME4Nlx8lxoYKNtq/f94rhmcx/XBKUMzD8x4BAu/itTg9Wj+DR8aWbLw1XrbFsbpulV6hT8BTaRSu/OK0anVSyU4QhHaGpE9YSPpE+0T9BE93zAXf+U1MBGFWVu4pVYCwrdBkOt2rmEY/H5V+LtWTOO9kvmoQqtKuZxkBwzlIcQCAMjYmxtnsBuHY9YjKNjcW6opkPnFOdK/ivDdkO8iZRuFjGghTwdGzwrZ0mxbmO0+1+lUpFbp/MQ2qTa2A2GhcPoEqX1gV7lCexIIgCG0YSZ8QhJAplCxAQROWGusn8q2YQnXgOwOLskxBDAAcCGIiYDUtzDUWPRKsBDEAZ7U6ouwJd2lV8ABEEcNUQQwEghgArkGQ5lBvCuIZ2uS25Uos64JYRZJ9EWUHg2u1tgO35D6uw5KrjfVNHAjjt2l6bruP3h8Ggnh71qS9ECVyp1rHuES1LYiBePLdlf/336JtPkGsXnNK+eusp1gY6JPxbEE8MRTAaSJ4FSWjw7skWiwIQvtARLHQ5rmLy6PlFfQYADOn2NUOgPFzfQTF6Q/qF+s0HWbnCKv0CZo1NfETuq1hmJE5CeskbXkQNiUbWJ3S+RsTbhkAQNe+HEycUznFVv7vLWAsD8XgMARRZACxCB4YRpntyLEj53gUCINrCWt6xG11j+LR6hCPvcbBK3+JzhQIYcUmTsktvoLM3OKNFFW0s3OMnwJFj4gPzXGkuVd83bsnQFXIS/M3/svA2qDy3UF/P94KeMzA37R1VzoFYDpM6MuuQh5ZqTWCIAhtBBHFQrviXP5yvoZjCejlEAO/eyWKpKWK4XAynZ0jvHdYdbTdjhTmzQPWtaKuecdx/8xj+YX+4BeS7fiRczKdJIaBo4jxArVRiWDlLGFHilPKO9P8SaCqIEJMXYP93XWHj5QbvI+1lIkQ/ReBt2l6sNCXgKUc5xYDQP9knjEA4MMgFeISMC6ZFm9LKwltowSzEtUqqnwVU5RaAcSRY5XLrItwXtcjKgWtJvrpuckK9X4xosbUBw24Plo2fIxVTrGKGCvsuY5KGO8id5RYIseCILRRJKfYQnKK2xjUJ56clIXH8iuRp1pOQJ3ZzlfmWc8htum6vAofbDjfu9+HL212NS3EGTyqUF82J71FeOskTkRyDdY7IsIeloMwzBNZ7VZd6ZxodyYBr2qHqPxuBoHAoIp94G2do+dU7JulIsZKJKv90yjYdkUoon2odj4sEb0dFAllOx85Iuuc8Hsgz6ON0Zch5W1sFP/IyrHOm1O8iyRiLAhCqyW3tmPBoK6ujgFwXV3d4R6K0ESc9z6YURGtV2413/YPc7GPwX/iDePZ5rB/qsrCAfwueH5Au76xBa/1tJ2IHmpd54US+vNxnb5rcLjygLv9DQXPG/Fl67i0F8tuW5CTwcxvmH08ipfjlcdgnv8x9/nu1K71yoPBctfln2Nm5iCsEfBJ7fD9uN4/sBs81/WQtf2vMJ+ztguCILRQ8mo7SZ8Q2jzLu7IRLbZttkZnTEKjfvHP8qtpYRSZ86Ur+AJzKoc4a/Kcnf5pH59GA42Jo9jhz+ATtOubp5a13Oio/3vvM9a7VVdiTQ82IsZ29Hht+Lw854Q1b/QZlg+0qmI3wdF+h+kM0pmAJbQy1/mjASvUi9XXMf6M6G0Udbar5oVsYgAqI8aVH305I5qpSRSsX5HsU48uP0psFAfhg6b3sSJRKhqI84tdle70iLGaaKciw+p5l2e7IAhCG0FEsdBmWecQanmEZUTPMHe44zHRJld6ghK5PjGr6HJ/kM+cNXnOW3gjh32XUww5mM2OimtrA6Gs8ob11AYlZu1iG6pcsytFYoZ9/zVheCYhyicujJXrvY+BK3lIvmN95btd211CVhfPKo3i9ynnuzxsw4y3aXo0zn5G1xeG4viiWIir40LhPYXqopxpO4Ui7X1hlIuut65xIsUCWU+hsCfb2WLYl2ssCILQyhFRLLRZBjmEmk9AqIlewQphJ02NJ57VBM+raaFT+SqR+xLHtmhDKXaaUM97h1XnEuUe0wVP44p42aPKaVEw8YpujW3jJoCj7YoLfnEOgFjoRsfPnwSaPwlAerEN3WJtlCtyrIXQX+XAcSJvhFkxMWxPl75uVh1EMLkummAXDd4Xds+x3Rfyv8I6dirHkV0raqyLX90dQ58k2Blh0RiteEzEHcHTXVweuaP4rtEuFEI/nBJ9SWqgMclrdhXzAExLtlXkjhTb2wRBENoChyido9UgOcVtADs3UueDeJ+eq4l5E4PnLuldfx7M38TBRM5mU3ySPt/Mn0Yc+3f39mv+K9/x45fkanfaTvD0jJzfDZiTfR5UJnf+Oe73u3gv13jMzi8sfozNnTleqAJvCFyyho9EkG+MqfF9Ken6OMiZx8Cdxrb9uD7Iq9dy65k5mV/8u4x1F5JbLAhCC0dyigXBheYMoOdq8tiZwXNYVe3iBjMCplIkXmLgcRA68YNGbjBzdvqEDZFpw6anTdh9efOQVaS4PGwwyRMt7n4QvKtDfGINfuSc9HGGaQ48+4pE0RMXa3owbgGbxTksKvEbcyy3x21/Oydc5g2J4/p9KrhJncnhK50HFY2li4odp/KHiQI/OtLWLejS19E5Z6U8AKi45wsAgK9iSFQ8BrCuLyuVQ+Od//5c4heRTvwgGnBBsvEsjvOKgWTqhMu32EZyiwVBaCOIKBbaFrYHqwv7528Hz3SK+6gGYYcmelW6hHomTTDbKL9iF5+Ef7KenooBAP8K5UlrVc7jbcGzmlw3Mz5mHAjjwnSDSBAD6RZdt5v3hqq2GIU1sHawub8rvBiT6sgSsPyLeCxUDtwTt03zkr4GQW7tvsbqMFeqgs40MoWoyh9mDvKPWVu3u37ytNTxDdtr3uOtlfXYx0i/po7BU2dCYB0IxHnQ1vv5tvN+Z6z3osDvOBLGafk5djW7ovsFQRBaMeJTbCE+xW2XKVRXOLrYFN6/ChpUG0Xw1HIvSpl4RxWx6G3iseSBusaR8yharAtktX398VG7psLlk9ynpgxbK+uDwirzGZcR8IR175bQSmPSnb2eoC8B7yAWt7YPscPnt8OSq3Hwyl9G665x+FCeyzrKf7m5oQ4wq+RRH+DobeYEPJ9v8SrKFzUWBEFogeTVdhIpFtoN1e8f496xwh/9skWoncZgB91UJNfe3ovMSX68rgdoUC2egBX5VZRTIIjL4468gricUnM3BmYE95QV2820L1gPo7+RIO4aiGFbEAPh9r1BJbruoaNEWvTYi1UO2mXdtrWyPlgIbdWUEFV2bFOoLiGAE4LYfmFU1Fdtn8pGWkKeNAhdENuT/xRqgqAtiAGkC2IakHn+oF3yxHqVvGmgZNlou6jN0JRfWUQQC4LQDhBRLLQpOiy52rtveVeOyu5eFuqFBaCgit0RlHBMoEXXJxwa7Kiu/TuLEq769gYa44wG87oeOHOglecZ/jz9QV24XucWI4YGrmO/jxuA9Y5djygXh3vvA0++DQBwPwfV4XSRq9Z19H2KEwHsYuC6V8yoscuFYhQotmtTYnhEAdH1GhuvsxK+mb8CpFV307dr9mwqpYG163joyke9p9BTIPQ0CZcYxuxw/+kp31q0vOq097brui7RzumspAcEUWLlX3wqTN9ihaRMCILQThBRLLRKrmL3P2r9Z22Fmsz28RfPjkruPsFBVC8q3HGgEgvD5Y5KDI58CDzyIed57Iixsa7bpCHpHUyzpkbLxoSoBfFP1F1SoocNNAYvheJFzzsuwrVh/0oQg8oT9mi7Urq296myzKoAhxLOAx3HLgTHtm8j2J3jerv79e1TE/zsZb/Ol2nNlZ8vgHwWaxks0NMbjiCMBic9sHckx7u8a3iPXbZzp1NcmEQVKqEBAA3ATNoSNdOX1TWvAwVf5poKlT7hsmhzpU2IDZsgCG0UEcVCq+TRNDG4zPynrSazRUUPQqE0VwlrIiMidyClayVCVeS3Vzgfy44Ep4lVnjgtWrbFdXUOsdOJHwSd/nUAwBzry8FsEIbsMbftpKlwMVk/F9fhL/Q6gEDMpgniE7Xl0eR+3sXBw/Y8BhAIXn3inRKrF2rjucdx3OkUpVBE/r+hi8QTHAvjvHnjdMfcXO2MiocfBcsJD+xejDq60X2eHdqKig6/Fh8fHccbAN6ASRynqejL6t4OAsfCfHYOgZpWeU9V01P4vIt1ISxuE4IgtFFkop2FTLRrO+iTmnwT2rprIq4Ien9DyZG9UE7e1Ic0GmiMGVkOJ9vRrQvB00elpwCkUUlRERIAwAECOjbuo38mBRHi0RREiGfSlkjEqW1ebqeE8J1JW/BvON7/WtAAgDd4J6ZFE/Gi9hdlu0ykoK6hjm5EOf+g5H4iTqdADB9BgbjO+VqqaPEkPt64x0XRy0MLgiC0J2SindCusMsPA1oe5xXkdXhQEc2Invl+Gtb7e8mRAbC6/qfxsmWjZpTehRlVjgTxApXDEbhP8PRwkl2KiCojgM7fmNhOty6MBDFd+3KwMacgVl8aXPdXbXGJ31RBDAD3cCLfeBKnCGIgiuYbglibiGYIYsAQxHTp686y3xFj430qIquuoTGC2EideM26OPZHlwFgBT0GILgvSgh7BfERwXlm0hZ0Ji2fOXxjbgcZgtjre63zcL7PgiAIQltBRLHQqlE/o6eVH8bSWIwM2Ob+R68sx6LSzpUUPHLim3BnLwPJHGM7BaJU6hngF5K+x5GgRlyow1P3IcHuLsHznqqaSMSqAh668F1BjxmCbQU9lir4AEQ53GnoObUGYyl4aGkvyvmBLg3SQPT0CPo/95gpD0dYN2B+vC/lneRH/1akpTQ4nSU+ireVY2Zit7pv5/KXjXtYRzeabhT6ctjnJD4e+zjOZ8aXg6fejwfPvlz8iDJtf5bftyAIQhtDRLHQqtnk+79tTwYKI4EbKuID3qbpAIKJSwm7sRo20w0agV61zsCe1V9O8bbR2ef29gvgTRA6PXOhse2ktwgnvRX0vzmtey23V3eSUCKWZ1+ROMQuuDEIL+WOsCai0Jo9mxEZ1fNn57MhZAHNKeLJ04LnsDrcsL2UnID5EXvtztSkwcG1BLr3vtgpQ8Mr1gHgX/y7EtjfpmiAcd/K8et4mX8AJdlpwlJnxT8g+FKgvhhEXwgvZ+BxinLx/zJrCsj+60+U9CwWBEFoTxyCktOtirz1sYWWz2k7C7y9xyTb/tN+9/Gf93Tr2674T7wRLWPh1+MdZfnG+Sp+mqudC5z8HjMzb8AcY7u9bvBzmI+QXPcVlbnGdczKU5zbp3PyHL/F0mTDP4MPcvDAVPNaznu/6f+84ex3jPXrYI4rMcYHEDx0BiN4v6n3XEdrf0cEbTwcm+OyKjYcndj2J9zHdzruq8HRCB6CIAhtiLzaTv76WYgobj18F+9Fy6niLgSzvtvkY2j018q/gvfjemNT1bv5OtVFdlOQ5x5m8R4mxSs5hXEWGL9EW0nemxuK/BnL+YKpe4F7/j3adsTTw/Ofx4ctkHWQLobT+C2WBvf+t8nj6dGrsju40zruBvnXIAhC2yGvtpP0CaHVoltvVfI3E+kCNnzDXeaGsGjCOlCuHFuXzRqzf9JSmi1bZJvWndGJH4wm362mhVjZLTxuRvqglNXcaloYT+Y7QMGjBCr5m/GKSqFYH/e1W0sjiHKwEaQSqHxXI2VC/bzvSlOwtun92ah0DbpjbiLdgO6Y664Sp+UTT9TTHx4w253puVWVk8cDAI74zIvRto9uesQ7RruYCQBj8p6CJ4QLOxx2aszxZLzZllVaBm/zFcG9Pzc4Xi8cYqSOXOHpMyxtHRWF8VmzCYIgtGHEks1CLNlaJ9Q1WXnNibLFsriZ9gUV3WYQcIvubhDaZpUTetWz08XCZfeWsFYryi4CujNOeovw1kkO0bfoem9hEReqn+UgDMsxwQ0IRPCxnraDa8lZirmObgzyYPV8VyWAPTmwCWZTXNgiRLciU/m8X+AToslzHZZc7SzckkB7/ZXVWpYvc8R6AgaW8OdyBwG9Al/htbB8jzOOAQKBG02cy4AufT3KqS4CDao1C8kIgiC0IfJqOxHFFiKKWxkTKYhqUR+At6a3XUFRJA2A2ydWr+CV4SPr2j2eOHKT0JfTKNPmN62mhTgD346s2LLosaYCtYNztO1JsbOGTanexz6KimCN3AK1KEpojyVjgl4e31/1hamG5prR9OZA/0KgCWMd9QWgH1kTTfP6Mme93k39fhAEQTjMiE+x0C6Y98M3AheGFEGsrLpwLkferwDMf/ybw0Z6SduHw+ehlrANyzi7dIMugucwJTyKFbpXsT7h/wwehdW4O96QUVI3lyAGnII4KuvMbFaT06D5kxLbBteabc+k4KH8fVVlNh+uVIPcRVROL9ERQQlNy7HCJ4ipa7x8P3cGYKWX0DXp5zudnOkTQJzOMRFkeCczzAg593KMq2JfFBHfxNp7G0gVxJcZ7RjTbEeNaWTsFwRBaI+IKBZaNeO4f5RbC8BZfGOf9j/etg4DwjLIfYNGI/TDlS3aSxzZn80GeaO4tnYGkh7FqmFaaoVxTHc2/JJ1WzUd1zYXushVaRSjQMBz2k2q14Ta2JkJEazSJlRfr3LwyCzYEbJ7/FJjXY8Oz6QtQUTfhyP1RTGF6ox1uvR1dFhytVecppGWikNdAZrnUKw2891jVTnQs8AYBI7yf21PY7Wu50c/un1NZCUImO/tIvzCfgtPFSEsCIIg6RMWkj7RNjiTgNW994G3dXbmqLrYSVMBAD15WrwxLLM8G4QJq2BGkjNYTQvdotiF6yfrHKWifTnHEXZ5Z3W6qi2GN3O36sr0AighSiB/rCdHfr4uMss8O6AJS50eyI1lHcgs3KHI+b5oSuiOuaDPvhhFe/VcaDVOvTy54jICnig61EaWuRYEQWgrSE5xiYgobt2cSUiINTWhSjkNpIk5W5zOo41mJDqDoRSUffbRQGPwv999KHaYyMHdVItvs3sSVCSKR4YXt4gxkID1ObvXXR90kZyW20vzJ4HHzkzusPJ1g8ZaikZO9NdwIgizdsDMre1LGdVHWi6dKV90V7VL5A0rtHvw8RfPNko4+2j05E9BEIRWiuQUC+0Sl+A9ZurJ0T7X/o5WviWAIEqL2PbMlRrhqihnC2Lblq0TP4iV3QLhGhEK2h5rKsyDw9xlJYhdKRIqSvzmIgCLguX1DDxLzycHbLEbBJ57Arj6eJz22AnGPiWIVZ6wKu0MIBLEet4tgKQgPj38gsEc5xvnQH+NZoFNQbwxhyCeWFreMVXsM9ZX0GNmDnqhzkzLOQ5zeHVBrKdBGIfeMTdqtyk8brudA6zdA58gtivWdYL5nmigMVK1ThAEQUMixRYSKW6l0ACgR41zQhmDEvmaAIDFhE5HD0fDxc8dggH6oe4Hwbvc30/vplp8+6s9I8F7KBhNQTFhJU5X0GPOXGw7BSMvdqRZ9Z/HCaIkNHsPPZVCT1OYQnWG73WCFQR8obIkR42mokkiwlk/ZQiCILRBJFIstAtGRQ4KGyJBPNw2i/D5wo7gbEG8ILZX8+GKItvMtiN9Gj5BDIRR4kWcXcjBMcFQkVXURFFDwYSuBVZE3SWIATPdQkWN6+jGyEfYRySIw2tS/U/i442IMk1YGk9C0yabFUaz99Bzi2eBI/cGJYgn+l6nczmXII6OHxu4T0TRZyKAyBsdToNGL8NToFyCGAA64SH/+0UEsSAIghcRxUKrZqEmctREuWVF/++nCErlQDGHySs08uiMCSkFG0bk+QU76wednX5btYaLn8PNtC8QvRSIv44p56yhuehWXQkgELl1dGP28PaGudtjZmLSb0/IbN+d4LwmfXIez74iKlrBd4Z2aNQnftYfCn05B/veCG7EgG3Bs6s6Xh6U+C2j94JUifkMzOdgoicQpZGcyLcCH5o3nwbVpvbNC4bjEt+47OsdSgAq4ntbYiqJIAhCe0TSJywkfaKN8jgBl1uWV74JYx4Sk+487hCqwp3xS3UT/Ww9GYR7wehIwAGru6gqXwZGu6JV2hwuGdHEuKYu+uCauAf4C7Wo7b5xqEIvhwC69HWc/NRpwSQ5NZ4PCTgq+/yraRHO4JEA3NUSDfT31VACToWUaBYEQbCQ9AmhfZEWEaOLEoIYQFIQb3b3oQpwJFwoQkHcyzpMiZiXWJuM5xDEdKu7sAcQR71t7g0jhrYgBoANcAtiFfV1tvMJ4jDqrLtTAHCKzSjVooggtryI11mFLAB4fX69hVrUds84Gn54fbySZ4JZjqhzZ0Lw/rKH8uRp2HSn5byRQxA30JhAEIe/SkSCuEwb70SKc3b099VLLIJYEAShEUik2EIixa2XaSBMDUWjHm0D8k1SokXXg0c+1KxjBBBUqevu/tgVsVMzoGsALAO4LrVZ3mhyKaygx1DOV2AtgNEF0xCoYh9u2HZUlL6whFbiSh7SDKPMQH9tfBFpx68OigHbCBsqGvEnNSva/jABX5c/2YIgCEUQn+ISEVHcelFC2PZ2HU9slF9uDPNoI9ahX6P6axa/2GUEDE/5KKeJrQJpD0ULbHgLZyDDs3cjYXt/oHcJOb40qBa8LrCxU6/9UAJeQBPc98akiNjHaq4YgiAIQvMh6RNC+2IVRZHh5aFgVROYXAJWuQR0T8u6cKQ3jOP+mMOEebQxSqsA4l+zh2rz8ey0CpVK0WSCWE/3GM54M8XhIlXIhfuW+47Xyz5nCeLTzT4SgjhMm1gHMgRxhyVXm+36s1MQX6W9llcxGevTwvErQQzEr/1LrPn0+tIiylLu3y4KorSuCWy+4+wUDfs1EEEsCILQopBIsYVEitsGh6J6lyut00YJ4x3sj1irctAfgLAOQFWB6OhuEI7V2huTB+sJKON8lfw0fBMQR4EMtw+dqKyzKloxpibICV5BgZ1ZBsP2UuQ0oeMrb5zXsxcILM14wfBcbQVBEIS2h6RPlIiI4lbOwwRcfyHAz+Y/5nYC7gk/BpMImKlySkv7qTzNMcAW60oQ5+XiBsIznYLOF9FajORTC48P8BfkwOkEvMbewhwqsu4qAR31SQMCT181mS6HKD6k+HKFdVYRcFYLG7cgCIJQEiKKS0REcRsmpyVWJlQB8LbczVXaRMK9IgcjCFjsciW79mXwI+fEGxYTMCLZ0D7eZeWWhwUgY/JcWq5wRCiwbexj9cpyfWrKsLWyPtpHl74OnLoq9ikuStG8XZnIJgiC0OaQnGJBAMxCCQUE8cUNyTSHBhoDABgKUxCvpoVBhDnErnA3jvubgnhXsm/qfjCITqr18wMhvZjDfRa/+sUHxnqno93pAbagtgVx35zzBW03CZcgjqq3KXRBPJuiyLF9rF4wY2tlvZFfzE+elimIn0rJpW742/XuHa48YBHEgiAI7RqJFFtIpLjtkUgV2EE481PszLGtobmo5PxRycbU5OixpgK1g90RZ2+As5KAmkZ8ZBcTRo2ANzf4cGNHihNoKS26BZ9NA43BenwBZ+Db2akSLiR9QhAEoc0gkWJBCNEFcR3dCPSKBbFd2KLy8+ML9V2qIC4jJAXxyDh6aQjiGVpU84/adkfZ6XEg9FhTEey2I8wHghQLWxBTV6sT1e/ifGHkmbQlu5EDV8GOVEEMGDneShDTD6cAiEs1A4HDxxk8MqxwZ7lNlFGyPLSNCGJBEIR2h0SKLSRS3LboTMAvmXBJE0ZG9clxidLPWWiloan7QfCuw/O9dDgBywrckhkg3ALG4FrCmh7N+ydD9y/2ehlvJKB//nEkXidfiF8ixIIgCG0OiRQLAgJBdQk44Z8boSzEdCalR0jP4FEYT4Fw8gniqLyzTV0suLIEcVa+r7NMtCNfGQgm5ukUEcQAcEv4peKUHsnoevJk+SLMdMfcpD8xgtdsCtVhCa1MKe6R6xQRidfJF+I/i+Pc7lX5rkMQBEFoG0ik2EIixe2DMwn4NW5EOf8gsc+2TSscDc6JmkzHL6T0TeVB6eYZBNxSwkd1JAGLmu8j3p3c9mxA4BzBT54WrFwRCsylVupGODmPtxUsPa1yi1NKLnuZSMAszt4mCIIgtAkkUiy0P9Iqklm8ynAKYsCsODee2C2IF2SFcSsyx3Dcv38R31veLb3RV8Mc24KC+FkKq7d5BPGboOyIrwaDotxhmrA02m4LYj2/OBLEADAICUEMBGJYF8RTqC5YsKPNKmyuxLX6Lp9TEJP+l84lfvVtq8iMuHui74IgCELbotWJ4v3792PQoEEgIqxbt87Y9/vf/x6f//zn0blzZ1RUVOC+++47PIMUDi8FxDEt8lh2hbgq0AEARociqtyzX/kYh/uVnZtO7eBt+Db3SGw3UKI2nGwXid0MLuIL4pUZ5hiHE3AyGHuqaowSzgCAsWGpZG0C3DoQCIxJHBTz0Es922WyJ/HxRqpK1M9Uv3jtp/VxF5cHwliJXiWON3MgjB3CWqEm3Dn5bK17uyrFbJdk7h6eZxfFy4IgCEKbptWJ4ttuuw29evVKbK+vr8cFF1yA448/HmvWrMH06dPxr//6r5g3b95hGKVwWKjnwFEgpViDio4qscYjH8qdA2sIWxUprmOMS/HJVTnERslpqsp1PiBOsVCRYkPs5sWKMhv5xGXWvZofTgLUJiYOAidcIlTpaBUprqMb452aPzF5JjhuB0X+wp85SBiwjfDxF88GEAjj6DVR4ngjAZsZQwlRPjcArKZFwetCfcA33BVekzbWcJnXeb58KF9i3Z/409p+EcSCIAjthlYlip999lk8//zzmDFjRmLfz372MzQ0NODhhx9GZWUlRowYgRtuuAHf//73D8NIhcNGhiftnqoaAJZYs9LqfdFYQ9iOjo+Zl+VsYadacHV6e71pWr6xRXWaONeZ4W832rNLL7ixgh5LeDxHqShHhB2M1TqaHSz3qSkDVexDPwLWIpgAuR2ER0OR+/55r4BGLwuOsac6hE4TLzGwQbvOM3hk8Lror7v+paieA4Gd84sPVhHwp3BZ0iYEQRDaFa1GFNfW1mLs2LFYuHAhunTpktj/yiuvYOjQoejUqVO0bfjw4di0aRP27Nnj7Xf//v2or683HkLLZ4ZDAHb2GUzYldZGpoudXNHYSQSsij2BUwWpJqBtofVIeFwZAR+k9JEnI6RqEoyxfADCQNdxKnK8LLlzQY7AqPJ9dvoTDwyf52sdTQiWt1bWg7d1xiblCAKgNxhv03RsqMgfkX2JM1IlXOSdT3wWx5ZsEiUWBEFoV7QKUczMuO666/CNb3wDp59+urPNzp070aOH+ROpWt+5c6e373vuuQfl5eXRo6Iie4KUcPi5xRGdVfZddOnrxvaTt8cTuagrGufGoGy6ZgbiSRXgqMqIFkeFNCyhdW14XD0DXVL6iIKfaRHPmWyMpQsY67UujQj4ZgKGBzuHlxgQVTnGBqPzH38ZAUtoJU7kW6NtvMBdrlqnFyFOldBYTYvMDao4h0sQF8g7FwRBENoHh1UUT548GUSU+ti4cSN+9KMf4W9/+xtuv/32Jh/D7bffjrq6uuixbZu77K7Q8lGuCGufHGxs36RnSjSEYmgHYcgeyuVFa3gOOwo7lBGSEdlVZEzC83oS5/xZf7aKIjMn0zGGauuax7IdeTYi4H3j63j+nuSE1ESVO7ij8wkm5HSDuGMunmDgSh7i2Jl+nh2eU5zBI80Naak06luGEscikgVBENo9h9Wn+K9//St2796d2ubEE0/ENddcg6eeegqk/bP8+9//jo997GP46le/ip/85Cf42te+hvr6ejz++ONRm9/85jc477zz8O6776JbtwzrqxDxKW6FKM9ai+0g9HZEX/vUlGWXEy7KJIoitaCqzLzhgQQjipsbIqAMRhGQogzZQ1jZzTz+pLcIb52U7LOG5qKSv1nyuRrFNEp1rVB8/MWzg3zkH04B33AXxhN7XUNsD2rjvSNexYIgCG2SvNquVRTv2Lp1q5Hru2PHDgwfPhyPPvoozjrrLPTu3Rtz587Fd77zHdTW1uKII44AAHz729/G0qVLsXFj/vJXIopbHztpKnryNACm4L2MgCf0d3ffwMEAAN6m6cbP9vq+BFpp5kLodl4qgjvz0H7cPgClpmXoqNLPN9M+3M+dk182FhMwItnXOlA8Ee90MtwnAMQew777e4hICGJFGaU6lgiCIAitmzZVvKNPnz4YMGBA9Dj55JMBAJ/+9KfRu3dvAMBXvvIVdOrUCddffz1qamrwyCOPYNasWbjpppsO59CF5uZxigQxEEzm2g7CdpApiAFDlBmC2NqXmIjnEcRD7WCkndag5w/P5KQgtjpYTXHZZtvX2OVznLZdkVcQA7FV2/0c5mDb35cdghgwnSnwGkduExE+MZxVx9qz3yjEQe70B/3WenONFbognihpFIIgCO2VViGK81BeXo7nn38emzdvxuDBg3HzzTdj6tSpGDdu3OEemtCEJCaFfTnZpjcYvUO7r7x0eubCeEVNxNOUlZFXHPKSpqWo+0FgNINuXZho5+UlUyyewaPi8VgRTWeEU9+uV9Czc3Jz5E07oWtSd9vexdG6yivWRa0qvqFjb1PL+vgd+cV8MF4ej3DFivQO0IS6yjWO7hVv9ecQS/qEIAhCu6VVpE8cSiR9ouUzk7a4nQ8cbAehd18EAowGALzB2a4alO4goecMu7BTLCoJqGlZH61qEIac/4bT+/huqs2urpeXFQScqxXwuGMu+M4wL1lPpVApK2mpKzae/HF32z6BAFbPQPxF5yVHH5JTLAiC0CZpU+kTgqDjE8QqbUItA0DvxxELrlAQz3ZEkH2COEppcAhiI3psp1h4BHFUoS6lMMQ82piITM+jjUZ6RSqeYhVV4EgQ2wVKbEG8iNbGfeXAiBprgphBsSAGgtfCFsJFco1DQazSRlLTR24InWR0F4qX2C2IgUAQ2+WeBUEQhHaDiGKhzaCnTUSuEzcm200okGd7Bo8yrNV0ETaO/dXmqPvBZI4xwgp1qyi1MMQ47p/o+1SsxkCsyDdoZmc0lc7f6C7moRMW9BjJp8Z9OVD2d4pB1j1VItlX5jlNCD/lS3v5MN6uUiF8aSUASov6qnLPUs1OEASh3SGiWGgTTKG6aFkJYrpjLiZubly/Q/aYaRGpIkyDd3UAJsXr43ShF3odp0V+7X0DsSL3ub1jeqF/ZAP3EwSexdT9YFDIQxEW9JhsC1Mrv5hnX5F6rkHgSBhPDJ+H7bX77BOlM4yn+B5f4hPSRzGeAmGaNbZeafo1bz61HSGWanaCIAjtDskptpCc4tZLwpf4cQIuT769F4AwukC0uCh060Lw9FHZDS3m0cY4QkwVALsLyejWYsYxCo+FnPIn7rGmIqrE58PnW5wFg0ChILajx41hOwi9PwRwlCdyPXpZrmp4mTxMcbRYEARBaBNITrHQ7kgU6nAIYgAYDY9LRPiTuZHPq7k66NFMG/2YUgQxEKZjqBxe3hYvW3m9esTYmcLhsZBTBTuyBDGApCCmKnP9Qo9dWvgauATxRFdaxLR8kdze4EgQJyzWkK88NIDsyLEIYkEQhHaLiGKh7XGFX/i8GQqzo2c4hGv4k/m4if8r3sbbIsE7hykpjIniaO2kRuahllvOCg+rMfiFWjQeJd41G7lqTYS6JhcWwq7Q95w6b/5+Z7kixzkq1inUtSbKOWdgiOgvQvKFBUEQBCciioXWQyjA6N77jM1LaGWwEE7Euuwxv9A6ORRmhq3tMkskWU4TejQ2UT6YOd6fUa1uyB63GFP5ww3115s7RrNzsp5ClTOeRxvjVAvNWUF31FCTC8eBQLcuTPVTVmI6EtKJKiUammDXLYdnWCJ8Jm0JFlYE26PXrADRvf8w/Z7YGCK6noMvPyKMBUEQBAvJKbaQnOIWynoCBjLOJOBVvQAZKI5AFvG7LYASsyr9oAiJ0sJarvBqWmgU7HCygAJxfKhJO+8qAs7iwNsYPVMj2Yan9FgC5gdtLyPgiQ/ImyPcWNQXhgjdq1gQBEFoV0hOsdC2GBiIp1cZRh7qLDAuU6sZglgvDxxFLlMPqIgmp+USxEMpSIEoT4usbots3ZQgNpwmFlD80LeVyAdaxLY6K4VCT4XwCeJdgSCm8zcG3sbM2ElTsZOmOpsbntLz4z6fYDSbIAa0qLJylRBBLAiCIGQgkWILiRS3MugigJ/N37yDWSY4QRgFzRXFtVBRYeexQ8lfNMKHitYqUayEqiuKa2/LG2H2uVwUiWhvJpz0d8fkPBur0l3Q96LCOcKCIAiCUASJFAvtgwKCGAC+x7UAAreIhBcvAHwueHJGcVPQBbETlyCmivSKbErUjmZT4OYRu3lTLjy2b2q7K0fXHvOQY3IIYiAhiIHik+YEQRAEobkQUSy0GvQCHV4s54nLLN2ryhmP4/64V3dDUBOvtB9OZoPiCKk2Mcs170zlDZ/Bo3AGj8oU06tpIcDbrHzjHGkSKmpsp1fkFMG6oM1TKnkOUyJKbBcRKSXXWhAEQRBaGiKKhVbDXVxurF9GADaaQpK+8F1j/QnbQc0qTwwA1K8urmC2ikCLAhcIoxy0VuHMFfS1haUuJOfRxkTE1ZmOoAQ5OYSvQo8e29tcojq0alPj0wVtrlLJ4fgN72a9+9DF4s0ilm+nW6+Z/BUSBEEQWgCSU2whOcUtG+UJHOWi7qJESV764RTwDXe5O9hMQN8Cb3miVHeFPCScEGw8Feh8GDm+vihxyrgTjhiCIAiC0IaRnGKhTTKO++MDUJyL2j0p/LyCGPAKYm9xi+f8XaXZ9+oOFIOwKaUhIkGsR2MbaIxxAj3SbESZoyhxXHkPQFIQ2/tLoQn6oK6NH4YgCIIgNAciioVWRxeV1jAxEI1p5ZcThIU67OIVE1zV1gBgOCeKe6jz6WkUStCupoWBoHUI3SxUEZDVtDCI5L7EUW6yN9Lss3+zUylU2WiqcEaJc00otCflURVQmT9tgiYsBe8VYSwIgiC0TEQUC62XWYHwTE1NsBnOQCWBp8fRVuoeeLR5J/IN9whmTXguQn/Mo404g0cZonMc98d1mBGtN9CYKOLqE8wDsSJqa+ceG9FpqojTLmzBypz8ssDsdZsoaj8X9FcN1CS/NBj0jPeNnH1lcNje4qcSBEEQhOZGRLHQvqikQMhp8K7gY2BP5PNFYecwhe4R5uQ7vRy0TmJyWyhMXe2jKDGA9Tg32q7EsDHJz+cvbI8zpY2LZ+l55/aBPu3r+dLQlwDsjPc9XX1K6nkFQRAE4XAiolhoFdCg2qbpqMYt4AYSkknCKZPfvJHVtGp2GahIM5AsmPES50wTsYTyWpyR2cbmIr4gXhkZXM/dVIv1WaffbF67XWBwT1VNRgeCIAiCcPgQUSy0Cnhd4C/cq3TN6Sa0PVvPKF5xzoUtpPXc3oxyzXrk2CW67TSRoWSmYKhlJZ6HUtBnA43BPNpoRI0TqRu+6PEiBqgq8ndOXJNOOImxhua69/vI488sCIIgCM2MWLJZiCVb+2LIHgqKT5RgvVZGQH2eQxy2cU7CMeS1TMtTOVq3g5tHG7EO/ZI52MoSrqA1HABgBgG32F8EygHUN9rKThAEQRCaArFkE9osTxUpFGFTFh+7mhbG1dhcE9MyMARxWhQ4TRCv0o4LRaSeS5xGliAeSnF0eTwxxnF/96REJYSLCmKNR/TXhOtEEAuCIAitDhHFQqvj0jvmAAA6l6KNNSVrpygUcrEI+UCJQa2AhnKzSKDSBCaFz6sIOCspHvVxqTRnOzVC3+db1kWzd9JdyJA9wUEjityCyjhKfK3P0k5BA4zVdeF9a1SuOPUp/VhBEARBsBBRLLQaVtBjAAC+85sAgH2HKxg5I1aOXSwxSOdvBO/qkHRq2KWlZ8wMUxUcgtjGjgbrwn0kNjrbuSLI44lTbddUxHxxnnt6IByDZ9KizUzaAvCGeAMRBl0RLKpccZ2Pv3h2dqdEAG81Nq2mRbnGIwiCIAguRBQLrYZz+cvR8mUELKGVZoNdBcKcFzYiBcPOoQWiKDC/0B/YRdlODQVTFcbhi4ltp2J1tKyiwPYEOhVZNqLgRSrTuSbBdTTHPlxvsj7ZfhIfb6yvYwBL3dd/FRPeP++V4NQ/nOIflyM9I6pyKAiCIAglIKJYaLksDgRWX4cue4KBK3mIuTHPZDbFc1rblKpsWZXe7qbaIF1CF2n6OFRhC9/YVpGZV6wzSdvusFHTI79n8CiAKjAOX8RQilMonJPqMizZAATV6gB3bjBRZNW2iNZimd5koNV+dnz+iWHKxKCUVItHtfSQ1HLdgiAIgtDEiCgWWiZjCVgeLNp+t42hzKU/U9IAArHpF83fOfYTUfEPAMlota8anuIsBj7t2ff/pR+agLdFgtc7CS8jQh3lFHN1Yl/05YQZWMSYDMJIPjXaTxOWJiPFE+LzzQJHwtjJNMK0gpMoSf6CCYIgCE2E/EsRWibzOXg0FRRUq/NZqDXQGP+xzJjtEmtUEQhilY6wi0D//tNo98UNOQVe99ASzhcxBsyoMZBaJMQriDMKizxLz7tzisOosfpyMhkEEOFeK+L72zkURYoXOO7XOhBmgXGVil5vpOChmMqYmjVhTw2pqYq5CIIgCEKIiGKhfcB18bIW+R2yh0xfYE2Y7qSp0fIEl1gr2x72Hacj8PQ4peGZTvExJ71FyYjzLm0bcxA11m0k1ES8VRRMztOpjxcThTh84jcjSnwRXxCnTeiEUWOaPwkAAjGspVWMCgWwnvM92nG/VNpElCLxCwD9S/vioyboscfoQxAEQRCKIqJYaLFsb4wfcRqaoFvZjY1CGas/F0Z6idCTp4EWXe+dmDbUCjvTiDcMIY1Kipwq3jrJFJLYHBb0sHN2XWFel0uFdpxeCQ9Ao/yG7bQJuvR10KWvAwAeHjvLbJuSVrKEVgb76aJkO7U+tel+CRDnCUEQBKGxiCgWWiy9tWhj0VzTiKFkpkbMSPajC9lo8looOnnkQ96JabZ+5Rf6oydPizfUsNupAohKIgMwI7v2+FKcIlJTPjSyJgumwU+eFi0nor/hPVroiApfyUOC/fxs8EwXJY5rSsR5QhAEQWgsIoqFFkuHJVdHyyrXtPDEqpfMSLBLpBpCtompdon5oda2+t7x8i0cV4ejilSniDyloDGUvP7EIyjwVTai2w74ydOiaHFe+oWXcFk0Oe9ZvE3TC/UhCIIgCIcSEcVCi+Xglb801vvUlDUqhzRRUANxJTcXiVxdhCI3JW3Apoq0qncKFWIO+1mNu4PnMKIbVYfjbQkB3WONGTm2x5+IHqfUgl7Mjuh2I1FVBt+8JBDRTzAiMbwWyXzlvNFuQRAEQWhuiLkZfstsxdTX16O8vBx1dXUoKys73MMRmoJdhN3dgWPBoEG1OLiuJyiny0FhRhKwSOubwkp2KkWiLlx25P0aE/4QVsd7wcwX/gCUqKI3DoR5Wdczg/ypHBp06etRyoQeHVbRYj2dwkWfmjJsrYxnAXamw1h5UBAEQRCQX9tJpFho2Ywl1NGNjeujO+PYUDTyuh4gMM50BHtPeitfBJgWXe/fqQTxAgqcHNR3zjrGiHoOCn3UWaI5xE6HsAUxkCwrDQDzwO40DcWkfIIYMHOI+cnToocvfWLYXsKwvfG5t1bWYwEo8iOOBPEVKePTI+/KSNppKC0IgiAIzYdEii0kUtwyGbaXsLxriW9VFa3NyWyQ24ItpMeaCtQOTq8KNw6EVcTZ5Z4bS8a13U212I1y3M+dMZxgVp/bTOaEPySjw2pbVoQYCCrWzWpsBH4opaZ8CIIgCEJRJFIstClKFsRAYbcDWxCrXF9V7a128DZnvnEEBekMuiAe4Qh8JnKNQxJ9O3KY48pzHJVcjtvHubvfxv/F/dwZgCWIgYQgVqjosL4OIBktHhucl8Pr8ApiX5TYlZstglgQBEE4TEik2EIixW2MHJHHIXsIK7vl+xiUkaMq3gICRscb7dxgXzsgOyqdl07PXIiGi59rdD8J8kTZVxBwrr+Nfj+oYh94W+d45ypy+zALgiAIQhMhkWJBAAxBPIWCqna2b69XEGsewXdTUFbYWSbaErpeq7TRnPAdbgpBDAANP19WqD11Tds5IF5mNtddpAhiAOj0+Yfi7nRBDIggFgRBEFoMIoqFdsNdXA4Abt/exdpP+Uq4ah7B357YM7N/unVhEA0GzIIcWunoNN9hF7ktyxYxhheYm8Z7Aayn4JHYuSF4VmKYN4TV6ew0jQyxrPjAWj+dgCNkIp0gCILQshBRLAgAMEKLWLqE60wGdlEgfDX0/F+ePiqOGusOE2nR0F3p4tAVdfa5XyRyhkO6VVdihpa/TP2CiDkGcvDwwRtAE5aGy1ZJahoQi2d9bK6/KK+F0WYlql9j4ID/tIIgCIJwOBBRLLRtqE9ik0qFABBHdqP2KSK1OwfCV2Mc9/faoRnb7fNofUasyhc95VF/i1eWmcd0eubCRPs9VTW4RUvT+Nib5UFUuT4+drk21lEg7A7XefYVZmc0IIjyOgQxAGdxldGEoD1zfH9lKoMgCILQwhBRLLRteGti07cn9sREhP66Vj5wLrG2imLBu4tQtSDcPskUqFV6vrB9Hhc582sH79Qq/Q03j4km2/X0Oz4c4DCqXBYfO0wb60LEvs4JeAPwUbBPlXKe6PhSQPMnBWLYog6T3P0KgiAIwmFGRLHQLnhTF24zGbPAqTZvUYoBzLzegQTgLMaP1YbuHAvemVZ/GakRKg0itRiIfcytC7GmB8c50K6cYADY6RO16cK7W3WlucES11S1JVreFHZlW7HR/EngsTPx47O3gOZPwoJw9wp6DOX8g9TzC4IgCMLhQizZLMSSrW1jWKDpdm2NtAZbTQvdE/jgKMOsnbcaZEaUs47VWUwY/L8RiOQQ6lcH3hRMKMR6MnKGzyTgVaur7gT8CTcWFqt2Oec8jCZgIAJRPYmPL3SsIAiCIJSKWLIJgk5lEPHULdDWvaTtLyKIF5DpLgHL0ULtC3OE54EDIazQbOKq9G7KKRE1nkdnJ64himKPYKzpwRgFAm4Pc4A3lUfL9iS6SBBredO71LzAtFLai8mIEANwCuJRVhoFzZ9krC/gQAyLIBYEQRBaIhIptpBIsZCLgqWjVXtvYQ+LrAiyTl8CNruaFh2jgzqKo8g0YWly4h0Cz2PeGywvBxn5yV6uIGCp/OkRBEEQmh+JFAvtl4SfrmZHNqgWaVzcYPoV24U+ItgsxFENwjiPC0XUHimFPSyyBDFd+zLo2pcBuAUx9avLJ4h9Ockh5fyDKAKcJoiVe4VLEHerroyt3RQiiAVBEIQWhohioe1hi0Ftndf1iJY//uLZsHmmU9iWKgDeZqZF2LZqmp9xFTjK/f0A5LVpS2Vo/mP4kXPAj5zj36/yimFNMrSxUixUGoWeCrEwRaCrCLEhhuvN8+2pqgEGvQRBEARBaMmIKBbaJUP2EN4/7xWAqsJqbeVmg1Dwlun6zmGrVubQm13AuVMfjNxkLdfY62sMRBHiPHR65kKcHI4lOu5Cf9+pE+7GBsctzxD8u8scbdYNRR3dmJ67LAiCIAiHEckptpCc4rZLRwIOaO/2PjVl2DogLIShfQxupn24nzsbxw7ZQ1jZLf9HRW8/goDFnkN7rKlA7WB/6We6dWFQMOQAAR2TnVzcQHF026aSgJp8Y55JW5ptAtzg2kAg6y4ZgiAIgnCokJxioU2gewRn4SoioXPA0mRbK+sBZsy2tt9fdpQRwR1ByBbEVmR3erd4eTEDO2mq8zCnINb8jcdO/1osiA9Q8AjpS0G6B52/MdFFXwJq/jgnWgYQeA47cogjQVyf3EdVW4Ad+SLEAJz+yWt6sCmITy8htUQQBEEQmhmJFFtIpPjw0q26MshBbemEOceG13FIWmTYJmo7iTBuJqK85DIC3sRU9ORpzuMeAeHavCkaOWk1914QBEEQCiCRYqFVcihEme4w8UFa9NMz8a2BxgATtwcrLyWFaUIQh+4XKlr8LD2fbDsznKgXtq1nGIL4bjJdMwxB7Mg/vpn2OccOBI4RNjNpS3Kjg7R+sZiSzh82j0uUWBAEQWiZiCgW2h493cKr0zMXAoCRg/t1ckdbG2iMU/BS94PoxA9iyB3pQxihDyH8MUaJ3Iv4guQBSth6frj5NvdwbgcQTwBcFZ80yol2iFTeGwvjMynwH57Exye/kNCAxLH34yj/OEawMX6VzjJN/+JxufwwJQiCILRMRBQLLYsCtmRednqE7sXPJbYtdthHlJHpJ0yLro/yfHlX8JHJyjH+LBx+yGFFuugZAGaEy5azRd5casP67Sw2xPjFDcniHYtoLYDYSu1VDvyH7Wp0QaMNiUp2en99HYd0q66MlmeF0eypTZzmIQiCIAjNgeQUW0hOcQunnoCy7LfsDBBucYmxsQTMb5q3/DzaiHHc37lvIAHrs04zg4Bbgoly/IK7n+bGziMeXEviEiEIgiC0KSSnWGib5BDEANyCGHAK4kesKKkrSjuPkg4P47i/t+KdUxCPtEKrtwSNmkIQ30z7jHzf3SCnm0Q8wGCfnTLhEsQdiwbvqTzp+ywIgiAILRwRxUK7Q6UQKGwXh078IDApVILhsx0RVmLYqHjnYyQFUeFF2nnCtIko3WFSUnlS94PZfYfcz53x/ZP3R+vHgoEyDsSxi4H5o8G2lZ2Lt2l6vMJ1wUMQBEEQWhEiioW2Q5bzQchdONXw+7WZRxuBmaESVM+WaD2j7Gv5x7WIo6iwje4+YVP13x/L7puuiRb10s6KY8G5I72JanMp98jmRL41d1tBEARBaImIKBbaDlp6fKdnLjSipHaBi2ePWBbvU5PJKI4KJ1IodNFKBNT5w6e65ZrBDE1k2iJZs1VT585VQY9/kdy22BSzBxigfu7IrT7BLlHi2aqgZ0SDBUEQBKGNIaJYaBOMtoKaDRc/F6QQhOh5u5sY+KdbYncIrg7LGzNHtma6+4Qiyiu25qb2WFORb5C2EF5GwQMw3Cc68YMYsqdgIq8eJR/BeNNKm3BFkXeDsFDdI08OME1YGi1LNFgQBEFoy4goFlo0ea3JFuiB3By5uDzdkwt8liM6W+7OK1bYpZp1H2K76IbBcA4eCG3fNFSUOCouok+a0wRwlJOsCfWT3iKc7JloqEeM9S8Ndg5wXwra8uwr4o3TpPCGIAiC0HYRUSy0aFwRW53VtCixTXkJl0q1PTnNlSqxyi8QdVH+CFKKbmjwyIeCY29daKRfdAEDtxOW6w4ymgCegrmJvt46yZ924YoYY7N5LYtoLTazo+1UsWoTBEEQ2i4iioVWzRk8MrsRXRQv5ygOUhVGUO0or5EmcRZjtiaee6ypAN0aOFLoolxZs3nzjAGAqqKc5+/NuCCKNEcWa/cwhoVjsotsVE4eHy0vTytZ7TqtKvfc1xS7I/nUQv0IgiAIQltAindYSPGOts/gWkLnTsCvu4WRWJtVBHwO3pLLADAbhAlI5hbbqRSHi5PeotSIsSAIgiC0F6R4h9C2cJRjLpU1PRgru7FbEANBXnHGd8UJk5LbdEHszSXefGjyctME8UlvZYyB+jTxaARBEASh5SOiWGgd1Jsiz1VhDgBqKJljW5TJKg3B43tMty40LNpmO9IWvs2OXOIDhDf7FhhIDp9gO50iD6kR5IkE8NbCfQqCIAhCa0dEsdAq8TlBVPI3vcdwTgF5LziYLKdFi0dQ7PRgO1dMWIZc3H3ETsMVYnLWeDSfYJ/4XeiLdgNRYQ+69uV8AwSAWZJyIQiCILRPRBQLh50ppNmBne4Wf77IsI3LjULxj2/lGw91P5hwsFjMWvU5ve2tCyNbNcWbIJz0FiXSFFT0uG+4eQC9DiBHOgOS4ncUyCmUu1VXRv2rwh78yDmZ/eNhsVsTBEEQ2jcy0c5CJtodPj7+4tl4/7xXmqw/unVh0o94BQHnut/yb8Lv7xt0SO5c42WUEMaJ9pUEjIa33LNiBCXF9yi9yEZjqSSghrEcFDlaCIIgCEJbRibaCa2O97v+rkn7cxXoWH6uv/3JYHRUAdNljsipJYijwhrDOVFGOmpPVcFyDWcKYiApiHfS1KYTxOE4amhuJIjph1Oarm9BEARBaMWIKBYOC0toZXJjWE3OSKcowFWcFLJ2CWYjOuqYSHdA7Q4jv4+EwjdRdpkIC4BIDOtlpA3nCa7OHnjoSNHRocN78rT4lP3M+9LX0X6gY9uz9DzeBEXtVd71chBeuOHfsscnCIIgCO0ASZ+wkPSJFsJYAubnfGuWUcKdIpNJZDhIZEJV+QSuxU6aGghbO/XCkYpB176cmf87nICvM+HaAtHjZ+l5o/S0IAiCILQnJH1CaN3kFMR9CcUFMZBbEH8ACqLEXB1VrAMQiGoH46zJb1Gk1/7u6fgummdC3DKUewWxXl5ar6AnglgQBEEQshFRLBxSaP4kbaXc0yjevj3DtmwzBykOg2ubxz2hC4JCH4CVozyTE+kX40CYB04IYycj84034UzB7tSSgaSVl+5JphC2HT1ceReCIAiC0M4RUSwcUnjsTG1FE3h6FTVte+8caQLXgrGmh7vdzbTPfZCaAGehrN+GhrpxPKWcX0V7JxGwKxDEAKLnVBa529h5xXqhjeEpWna93t1Oq+/XrPXNkjElCIIgCDYiioWWQSOqqM0A4eIGt2K8nzt7zleNHmsq8KYV1VVFQV4KdeMca/KePXEPQBA17t40QvOAnnZ8733R8s20D8v0U8xIXq8zAEwEXCGRYUEQBEHIQibaWchEuxZGKZPoXFAFwNuymy26HnjlYgAAz74CNGEpePYVuU8zZA9F6RZRn+dvNNwpvH7HWWPrVwfepKWcHCCj6p0TXRAvjdueScCr8skXBEEQ2gEy0U5oOcwuFqmkCUvjlVIFcZgeoSbH0fhZzmZ2pTwe+RB49hWRENYFMU1YmojQ2hHqP/yDYwLdC/0DARtt0Ap6KByR30Q/miB+E6YgrqG5Rlu6I1xfyvFDQwSxIAiCIJhIpNhCIsVti2oQqsC5Ir6+NkWixXdTbVDOOawc593fDFDVFnD18c3StyAIgiC0ViRSLLQo1IS1AdvMiGgUqR2aP5q8mhblblsVTnqzRa0RIV5FyQl1FOcO8+wrgv3r4zF2q650nk8J3uF/NPtTRUB0QRw5cfRMXvtuEHa7XCzWkzEOnTyC2NmnIAiCIAgSKbaRSHHbxRfxXU0LcQYnS0LnpSOZE+QMlhHeHB6UkI4Hcg3Av/B3WE9AWdx+eShkh6W5WlxIwHOMGWHb9UCh8tDjiROTCgVBEAShLSCRYuHwcEQjhNVEz7Gr/H2mWqZZ+FIgUgXxgezr8QpiABjOpiAGvIK4uzqVJohHgTAMjNtqrcZanvY6BIIYAG4Jz6UEsSuiPcoRLRZBLAiCILR3RBQLTctHjfjhYVZw7Ae2aDtL61ObkNaLTDFHi653dmtM3CuK5e5QIMujMLusW7eCHsOzxOhLSPowT4jXB4UCeGJ4327RRPieqpooTYOqtoCqtmRGkHsRmvdCBUEQBKEFIukTFpI+0TLp9MyFaLj4uZKP70tBzYoPQOhii8IcFmlDKfYuTtvmZBkBw+OGdOtC8PRRmA3CBIdAnQEyhG1z050CQd6dgEsALJC/CIIgCEIbQtInhDZFw8XPJcoqu1InZngmkqkibglBDKQKYnVKl/jVt/nSOPoS8OyFy8zTheWi/6X7353HRII4jNYmIuf15jpVbYmXJyyN0jBGh89Usc/ZVqEi1LsYGIgtWEGPBW3vmJtoKwiCIAhtFRHFQuvBEq8bQrGo/9JvR1iN1IlJlrgkszqd3k+vlOwBV2aBnZN7NwVJwJsZuIgvcPbDuzpgJ001to3QuwlVd0LIl5nruusEz74iErkq4svbOjvbKvGrf9mYxMfjXP4yVtBj+O20non9giAIgtBWkfQJC0mfaGccIFx8EHimU/bHoBcBO6zocKkT1D4AYR1iy7gRBCwu4ZNYQ3NRyd80N+4g0DfWgJ88LXkAEaj3h+DtR6WnjJxOwGvyp0EQBEFo/Uj6hNB+6UneNIoEHTkSxKo6nSsSbAtiINuxoceaCveOVUFec5UWAc4SxLM915MQxAD67DnaLYgBgDmIHDsEseEhHQriBeF5J4KiiXz98txan5OIIAiCILRQRBQLbYKBugbbybiBrkcDjfG2n0nJ3FoljhP5w5WUEMR5qB28zdyg0jfOYswGed0yXEwAB2rd4wpxZrh5AQhbK+vzdbrC7GtDRXyR60IBPDoU7rPAmBUub8pzL2ZxqpWeIAiCILQ0RBQLLY/F2WJqNS001idgo7HeiR9EJ34QADBsb9xfx9BubBIXKIdcw8FxVBVtGmdFbk96yz1mWnQ9huwJ981kYAEBCwLXCR75UP4xTAqtLnTFro3n1XDz6CKuFecmPOCixc+FEwf7UfqEuyW00t//WZJ+IQiCILQeRBQLLY8R6WKKbg0q0Clh3EBjMI77e9sv7xr3d4CR6qNmlH/WOMAAuBoAMJyAeZb4fOukeF0XzDzvYazsprUdzcEDSWFNt5pCX2fcTMfGcDy6d/NohzafAYqLeOiT5k63GmsieV+4uIkBvvOboIp96ExAZ+uQU1GNt2m6ufEKiRALgiAIrQ+ZaGchE+1aIZMoiMLC40OcBlVF4vIREK4FYyZtyR1JngzCvdb5VP6vy4O4qVBex41lgZUmkThPxT7DvaIf5UyfUEykqCiLIAiCIBwOZKKd0GrxRWsN6KJ4eWYsurqAMYK0lAm7TLNtL6airQCuDYXhJD7emXMcMTLuwxbEQOA/nBDEYdpEFipaTOdvBJ2/0dhmDNshiC9uICzXos/DcwRsR4MNQaxSJZQlnRLEKhqciMfTReY93WidVASxIAiC0EqQSLGFRIpbODsI6OV4y15IwHPx9h5rKpIT3TRcbhKZqMp3WnQZCwgYzagGGW4SaQzZQ2ZKBYLc40I5xh4G11KyJHTIElqJK3lIrn6mUB3u4nJcRsATenc5qv9tB6H3IazIJwiCIAhpSKRYaJu4BDFgCGJQn1RB3EBjDEGcKzINxGKQq2NnhfXBky6IVYQXAJ6l540uBhIMQVwdRnZdgliPFut4rd4ArOnBoKotkRuFPhEuryAGgLu4HIAliNW4tAp5imlahFoEsSAIgtAakUixhUSKWwjTQpE1tfFvzxmgRKU7ICi+sQGUKNdcakEOm2fpebOanSfKOhvkzT+m8zeCX/BPIvRCBHQE8FHQrxLHShivA2GQ45ydKZhkVzh3WBAEQRBaKBIpFlo3UzmfIH44W8C6BDEQFN+wjShGY1Gi3XjiREloII7y+ogEcaVK0E1Gkz9IEcQAkoI4zN9dRGujTX21YdD8SfG5Por7vZKH4EoeEoljlyAGTNcJ13lXU/L+RITR8zR/aEEQBEFoqUik2EIixYeXIs4PWeykqejJ05z75tFGr43bagos3zKjxgsIuARAd89HSOUeVxJQw/HzIcaOEuuoyHBucuQUC4IgCEJLQiLFQqukVEFM996XqKDmE8QATEFsuUKcwYGzg1cQq8pyo9kviIF4Mp4SwimCOM2j2OZuqgUQ2MHlQUWJdZRQLiSIARHEgiAIQptFIsUWEik+hNgettQH4K2N6vJuqsW3uUcjB1bMa9gbkVaR4dYeXZ1G6HcHS46xIAiC0CqRSLHQonDmmdoeto0UxAC8gljl3fqcG8aTLs4rMAHsFMTU/WBimzcirSLDzHFeMZD0Ss5gRErzmynpBNFUROWdp4ogFgRBENo+IoqFQ0LnR+vyNZzdOOeHebQRZ1IgXt8Mo727QdgcirrIqm2keZ45TEHZ6HIC2G/nxruCj4xLHCcIhTAtut5MnbCixs/S84mSz7O19cUeQbqI1uJ+7mxsc5V5ziISvwDwoVai+s5vao0cHZdJOWdBEASh7SCiWGh6hibF0sErf5nv2AnpIclhewmdnrnQu38c98erHIjXk8NI77GuFIhFyW1n8CiMrw/ErivHV/cc/tXuF1LHCSASwt6iHKFovogvwLxwjCqSvT67d4zkU4OFxfH9XlBCRJc++2K8cpSnA1f6R72EjwVBEIS2g+QUW0hOcROwizDvE29gHPcH/XAK+Ia7gu09CdiZ8nY7nYDXOOojdRJbE/EIKCrvrGiqvORGo3KSR5JTxJfCRBBmNba4xlBCwstOEARBEFooklMsHDb6fYIjd4dIEANOQfyUnjYQCuIGGtN0gngVJVITdGxBDFh5yQ5/4jQubiDDFYLuvc/bNq0yHYA45UK7hSe91biUhYQgpouKdTBRBLEgCILQNpFIsYVEihvJKgLOanlvqb6EKK8Y5QTU+cc4DhSlMzQVrsp0k0G413eeRkaH9YhwVvW6VJrAEUQQBEEQDicSKRYOD4dIEDvSlhM8okVsN+vDShHEAIoJ4tDjuMeaCmfkV0WKXaWavYIYaHS6hB4RHoTQFu4K86bt42BiokEZxTf3YRJBLAiCILQbRBQLTU8exZqC4YaQ2Bn0necXfJUaQROWGsfq9murKZ5Qp9vGjSfOdxmjg74iVwsAwwmooeAaePJtOTppJKeT07Vj2F5tGzPowBpj/xSqw/l4yjyonuOb+/WWF/EXBEEQhOZC0icsJH2idIxJdRoff/FsvH/eKwCAD8LobZcmTk9QjAJhIRiLaG3szqCzjIDhGZHilBLQhaFygHPY0eVt50OfpOg7xR1zI5u1KVSHu7i89RcWEQRBEIQM8mo7EcUWIooPMTsI6MVm3msZ+e2+NBHnNUHQdqgoMc++ItFsNihXxTqDGQTc4j9mOAHL1O40t40DBHQ09+0GxfZxKWK1OwF/wo0o5x/kHjZV7ANv65zdUBAEQRDaGJJTLBw2xhObrhJp9AqEnzERzCGIadH1wYImFL0pFNoOnn2FUxAD/hLOehpFwq/4Fo78ioc7LnGZ3mUoiOn8jcmGHZPnXqctD97pHFrEp5EhiHeYgxNBLAiCIAjpiCgWmpw5TLiklPSIVQT64ZS4JrOGtwBGCUQ5xh468YPR8rUzRiX2z8QFZkQYSC0owi/0Nyb96VzcEG//FX0YLa/p4b5/ZxKwi4MHaIC70hxR9GVDEARBEIR8iCgWmp+85YDP4iAneXO6oNMjuanscp/XjhxXp0S1F3OcB61YxrEgVqWkGy5+LnUoCT/kGcFxz3SKt0clm6k8eHKI90p9hTeYKRZHhONU28YG6yvoMaygx6JtH3/x7NSxCoIgCEJ7RESx0Pw0cTlgPZKbil4AJMVKokpZliF0o1hltjUmBVbG+3bS1KiUdGHCvGRnhDmccHfMV6cACHKIFb4yzt0JwEfWzvnB+rn8ZZzLX462vf/O70obsyAIgiC0YUQUC4eNm2kfgCAl4EyfZh1ZzN7N9t2NLNesBGRftPkMHgV69Kf+E9TE/fTkacDi0u3nVtBjqRHmPVU1AMJUCQDU1d/XrgxtTj+cEq+I1ZogCIIgJBBRLBw2VLrAqxw8nCzi+Kf/EGMi3KBa9NLqTdhWamfwKGBSUrja0WYavyR2qpiezCP2MiJdYHarrvTui6K3OeG98bIaK1VtAVVtCTcOABBUs9N9i2nCUqdVniAIgiAIMSKKhUPDNHdEdSZtiaq+2ajIqC0edUHL63pgh1ZvQi/MEZ/ELVz1tjz7CvCdVwbnnbAUuDAc7y6KKtUN2RNsU4U5SmUmbYlXnBPlBgS+wz7qKcqL5urjwdXHhxexAUBYzW6CeW2jG1dPRRAEQRDaPOJTbCE+xc1LHRXz1/VhF9ggAr4Jxhx2q78hewgru3Hi2PEUHKOsjXfS1CAtoomhCUu91nAuJoKMUs2CIAiCIJSGFO8oERHFTUMDjQkiuh8ScJT/LdaZgH2u3XrxCkehC51eBOxo5Lu4pEIeFjNpCybx8f4GrkIlOYkq0BXBW91EEARBENoPUrxDOKxEKQ5HcaoFWCSIH7YivPp3tRRBDLgFMXU/mGq1ZjMBnLBeu5tqg76qtrgOSZAqiAF3oRLAm1qiyBLEkbHGUIofQCSIcxdSEQRBEIR2jIhiodl5/7xX/DtDv17liJBXgGbBuzoEVmsOEk4XYV5vF6v9t7lH0Fd1itidbU5qS2PYXnIWJsFUswIgjV4WLfci4J/5mNR+jWDwS5yIDpdUSEUQBEEQ2hkiioXDyy2mYEsVoCWiRLBybEg4XTB7rdVGgTBKE6yJ0s4TGLsnADNyRGOXd2VvYRJduPKC4dHyDgZ6h/uu8uRLg/oEz+c79l0RHCMFOwRBEAQhnVYjik844QQQkfG49957jTa///3v8fnPfx6dO3dGRUUF7rvP7WogHCYmpghHIqDeJ/qS250uEx6UCHZNdIuixh5rtYVgLNQE62OhMN2tieBjwbiliaKxHZZc7d33qO+aeWvwPNWxf2mwLTVaLwiCIAhC6xHFADBt2jT85S9/iR7/9//+32hffX09LrjgAhx//PFYs2YNpk+fjn/913/FvHnzDuOI2zkqgqlYm9KWGSiLRZ1hIeaYC+pzmQAAunVhzgF6/JHpGm97lWJxbFERPCNfisXBK38ZLSvBXuQLgCAIgiAIpdGqRPHRRx+Nnj17Ro+uXeMSXz/72c/Q0NCAhx9+GJWVlRgxYgRuuOEGfP/73z+MI27nqAimooATgq+csY+dNDVYWEG5im90euZC0LUvR+ujQKijG4MV/gWwjAr7ESsfYwV1PxiP68qMgx1CXAl24wsAXRQv6xP0womKej5y4hQp+wRBEAShvdNqLNlOOOEE7Nu3Dx999BH69OmDr3zlK7jxxhvRsWNHAMDXvvY11NfX4/HHH4+O+c1vfoPzzjsP7777Lrp16+bsd//+/di/f3+0Xl9fj4qKCrFka0ZoUC14XY/Sjydn8NhNE9qSjQNh3iQYxUA+ACUm6LUkIms8ANQB4IOHeUCCIAiCcIhpc5ZsN9xwAxYvXozf/OY3+Od//mfcfffduO2226L9O3fuRI8eptBS6zt37vT2e88996C8vDx6VFRUNM8FtDdsizWNQoLYYVf2SQTC2skOwmx90ptHED9Lz+cfQ8g8cKI6nhLE43JMtKuhuUZ02uB2z/FDc6Rd9KVoQp2NUf1PBLEgCIIgeDmsonjy5MmJyXP2Y+PGjQCAm266CV/4whfw2c9+Ft/4xjdw//3340c/+pER5S2F22+/HXV1ddFj27ZtTXFpwteLR0+H7TWF3Qp6zDl5bAc7hPWO8NheHBXhmEcbneeh8zfiIr4AAxtr37sg7mCeJ1rc6ZkLw5MSKvmb4EfOcbbrd6/nfjlE/ds0PVhYEZ5/M0cT6gRBEARBKI3Dmj7x17/+Fbt3705tc+KJJ6JTp06J7TU1NRgwYAA2btyIfv36lZw+YSMV7VoHiSp2VAX8+ZWgQEZYOa4w+nGzCZjAoO4HwbvM747dqiuxp6qm9MEDoB9OAd9wV6P6EARBEAQhm7zaruMhHFOCT3ziE/jEJz5R0rHr1q1Dhw4dcNxxxwEAzj77bHznO9/BRx99hCOOOAIA8Otf/xr9+vXLLYiFZqJIXu8RBHzkbzuPNmIc98df7B1cHS/bgjivSFZtdgSCGEBCEM+kLdjDxQXxdhB6IyjScQkBhb+LLiavbZwgCIIgCI2nVeQUv/LKK5g5cybWr1+Pt99+Gz/72c9w4403YuTIkZHg/cpXvoJOnTrh+uuvR01NDR555BHMmjULN91002EeffuEQcCHWrnhspy5Ch+xUSzDYAFhHPcP+i+iDzME8UwKq+idHqdg+NBLOUfOEjlQBTguAacPvqfj2i8UQSwIgiAIzU2rEMVHHnkkFi9ejHPPPReVlZX43ve+hxtvvNHwIC4vL8fzzz+PzZs3Y/Dgwbj55psxdepUjBs37jCOvP1CYOAoxhJaGWyozy/qFoLdE8dG5+hjs3lcHuEaCd3X3P1XhyKduh80PJB78jRn+07PXGhWviNyi10XO7UxqCp7z4kgFgRBEITmptVYsh0qJKdYMFhFwFnBR4TO3wh+oX+8b1koWofHHyHqV4cNb/4/VPI3i52nnoziJTa7QcULhgiCIAiC0PYs2YR2yPrG2kMUgBxWfAtCQVwZjINf6G+WnB7O6HRgODpqm3hTeXFBvN4viLtVV2LYXhHEgiAIgtDciCgWmgWfHVohBhYTgtQYDc3b0EBj0EBj4m0qXaNGG8dz5mENFz+HA43Vq+F1LvfkUi/vKoJYEARBEJobEcVCszAOFxzS86VVucvjR6wqv+nFLqKCHCPN6DCAOHXChV6IQ0W7L7Tah9t3a0J4mCMa3FjrN0EQBEEQ8iGiWGgeeGvq7qu4aVIjVHQ4LTN+vdpX7j9nJ34wUZUuKsixKHjuq+8ezn5hfA9jhupLRbutyXIzBgbPKi2Cuia76X4Is0cEQRAEob0jolg4LDxKjA80EZqnmrELQwyn5E/cTPtQUz8HdO3LoO7uese+qnSKzfbu4Rw7RCBIfxhcG6zfEvalxLGdGnGLdS7emzzfLsmaEARBEIRDhrhPWIj7RCuhnIA6663ryKGooxtRzj/w90MVADeutHd3CgTsKBCerj4FgD/tYRQosJzLYgUB58pHUxAEQRAai7hPCK0CY2JbETRBvJpC72BNEKt+y++cmTj0KiYtqrw9sV9Fe13bRlMQ/a2jG6N9S/AYgMBfeU9VDe4Y8ivvsHMJYsAQxKtpUb5jBEEQBEEoGYkUW0ikuJWhRXrXgTDoQwBHhW/paQRMTX97Lwc5J7jlbTcDlEiFSHA6mYVBVCnr2XE5aR364RTwDXdljkkQBEEQhGwkUiy0HTamJBzztqji3KCwil5EhiAG3I4PikW0Nm7XM3geXiD3mUFBRb9QEC9QecUOQUw/nBIf9/F/Aw2qBdB0ExIFQRAEQUhHIsUWEikWAIDuvQ88+bbMdipS7MsV7lNThq27/pbMD1bRYo15tBHjuD8EQRAEQWg6JFIstAk+/uLZudrpUV0n1MdYfZumm7v71eEREN4Mo7k8+TbTnzjkZtpnrN9CVwPw5wpvrax3T5jTBPE0EEB9RBALgiAIwmFERLHQonn/vFdytavCC0a5ZQDYSVMBhJPueCtOeitsQIQT+VajLW8qx7VgnKyL20WhF7HmR3w/dzaO67bSdJnQJ+AN25uR+kAEbCR8Hcj0dRYEQRAEoXkRUSy0CU7kWxPllnvyNABBYQ669mX86Tv/BdxOoKlzvP2oAh7P0vPBhuEcV7FzsKeqBt2qK9GtuhIAIvu3YXsJy7syltDKIK/YBTPQn9E7Ja95CtV59wntgIebIKc8Tx8TJXddEARBcootJKe4ZaLKMOvk9vxFYGt2Bo80tvUlR0EOALToemDSfPCu5HfGySDcq51zcC1hTY9w3ZEnrLOEVuJKHpLYrlI57Oi1IDgpI6De8T4bSsBL7Hyve1lFwFnyL0AQhLZNXm0nothCRHErZCQBT8ItFBx0q670Ftew6fTMhWi4+DmMIGBxRvd1dCPKx8wEBiFhtTYRhFl5PYoBfABCF3D0LLRvokmY1EdSbQRBEAoiE+2ENstEq2QyFnFuQQxo1eYcE+kiwuIeDRc/ByBbEO8GYRJ+AMxnp/ewIYjpImOfnV5BHRAJYRHEAoB4EmYBQazb/A0lBBFmi3m0sbFDEwRBaDOIKBZaHUUirqksSvZzNwX+wHa5aABYQY95uzoWjAXaIQss4U4dgPEUNuBng+dpQRs7pYI5dsqQanbtkKbIIwaMAjATsdL5xXEc9w9SKFZJTrEgCIKIYqHd01nTA/3wlndi3Ln8ZQAA3TEXl2VoiNGacB9PDD4IvLTV+rhZxUWiqJ0WDTyDR5rRPJkQ1fb5ehN96RsavlfKyJnLHnEWS16xIAgCJKc4geQUtyGUgJzF5rZZ7re8coxoUogAZrxN04OJdHRRHCluRH9CGyWcROeaWCoIgiCUhuQUCy2PjZRestlD91KDo7M4KYA9grjDkqudgtgu8lGYUMBGzhJZgngjAR/GF6zyQlXZZxHEbZwwxSFLEEtajSAIQtMjolg4dPQPfHkBFEoD2FWCDqQJSwud4+CVv3Ru99mk0aWvFx+UzRXx+CaCgvX+DHSJm/ANdwEbCby+Z+PPJ7QZzuCRTZZ7LAiCIASIKBYOD56IbVPBHa9MnqMJ83H5ydMS20YTgNn+c9iT77A0GF+HJVcHkwfDdbpkjdmuP0uEuA2hu0I0iqbKPRYEQRAASE5xAskpPrz0ImBHY9+RKXnDqfuai9DercmE7YcEHMXAhwSa/13DZUAQBEEQBBPJKRZaJYUE8TQt97ZqS7jgFr01NDdYKFEQj7KjvEXglEjvWE+/j6ec7yiOnkUQC4IgCELTIKJYaLFQ1rtTszTj6uPDhWCb7Slcyd9s1FhSy0nTAABByWeDFTmE9HxPv5cXE++RB7IgCIIgCCUholhosfDBjAZDCTNpi3OX8hRuLgwvY94AAFjTIxCmdXSjGoTz2IR41imxiMIclklXgiAIgtAYRBQLLR/q497+EmMSH1+wL494VBPkfPsLUM4/SN3/2Z6WWNbL70oRBUEQBEE4LIgoFlo+WoU3F1GqhCs/9wprmy+3dwIb+zt6tLHyLU6tEKbjEPQLOHSqUOjld8VmSxAEQRAOCyKKhdaFI5IbpUqMdLRfyiUJzQMe7ezzLdahrtqKR9Av8AWE12d2LwiCIAhCMyCiWGhdpNmanctun+AS/Fzn0UagZ4qYTnGH4L2FTxej3DGaII1DEARBEIT8iCgW2hZhGsSMxlioARjH/YGdKWK6oDtERErUuoHGxCtiHy4IgiAIhxQRxUKb5JY0CzUXoX2ayvUd3lyB2pSodSd+sKQuL5OgsiAIgiA0GhHFQtuhjExv4BwpCDNAgYVaaJ+mcn2XFQ3UlpWmTAdsSx7XuWBXT0hQWRAEQRAajYhioWUwsQnCnfVsegNnpCDcTPtwCxjl/AMsB2F5wZSLebQRNKg2PncJbKjgqDLfgvD8+1K64kamhQiCIAiC4EZEsdAy8JRf/viLZzdN/3RNYtP93DlaHgbGVdWnFOpyHPcHr+vR6KGtuGMpAGC0nvLhiXJT0bQQQRAEQRByIaJYaNG8f94rjTp+ooqs8i8y2+6pqincf+RnnJGqofyNXTir72lR7ml2dLjEVA1BEARBEPyIKBbaLosJr1DjI6suJwvlRRz5GWekaih/40ikOyLXPqba0eESUzUEQRAEQfAjolhou4xgvMpAhyVXN6qbWycsiZb7qsCz5kW8rkCe7ywlcHNErnPRFLnYgiAIgiCIKBbaPgev/GVi29AsLUkDokWefUW0vNkRpB3UiDzfMwtqWuoA0Ohl8QZPLrYgCIIgCMUQUSy0SYxCGBrK4eGlLC3JG4KnHFHgTIGdwqsFNS0fBHjB8HyNqU/xAQmCIAhCO0VEsdC6SKkIp9OJH3Sq1dFUUeh0utvDKEsg06WvAwBe6nh4UhhUlLlf+LzdFvC8FVgl6RWCIAiCkAcRxULr4tIcbZQThCsczFtLPvVCK02CnzwtWPio+VIYVtBjwcLtlJjwp6LMm8Ln3o8Hz8qtYh5tBM6S9ApBEARByAMxZ0ybb2fU19ejvLwcdXV1KCsrO9zDEdoR3QnYVfTTuILMgiUh20HoDQ4m4knesSAIgtCOyavtJFIstDuKlFEesI2MUsx2CkUW9MMpmW361AQf0CxBPLjWYQ038kMsoZWJ7b3BGE8sglgQBEEQciKiWGjTKEGr59vqZZTHZ/gYb6jgoBRziJ5CYbhAeOAb7spss7Wy3rtvojbuNT3icythz9s640oekjhuHm3EHJZ8YkEQBEHIi4hioU2jBO3ddDDYsN4Uio0RjrldIDJYRGvNDVp1vFkeu7d9GQHgcdzfvUN8jQVBEATBiYhioc0znjgWvwPdatJOQVApDREZZZx1LlNF6+6Y622jp2SM5FPNnVaaf2a6B13k3dXLPlbSKQRBEATBiYhioc2TGQ2eTZiFMAVhWtA2kdJQYD7qE6po3Z3f9LaJUjKOcI+N5k+KlvefvQVALLYT8LPe8+xwDDtPnrMgCIIgtDdEFAttl5yexpjAsXvb1GzxO482+ncWTU9w2LmtoMfAY2dG61x9PIBYbDeW1DxnSa8QBEEQ2iliyWYhlmzthIcJ+HqBt36e9kdQs3oWAyXatgmCIAhCO0Ys2QQhjSyBa1fDyyOgm1oQ9wzGsFxzoPAJ4lEgTKE6c6MnNcOFcWyYQvJUQfs5QRAEQWjNiCgWBBeuanhNTGZu785gDMM8DhSKGpqLhWDcxeXG9jMPMKhrvrEYx05l0B1zcekdcwCYtnCCIAiC0FaR9AkLSZ8Qmppu1ZUAgD1VNY3vjKoArs7f/nYC7sn+iEcV8DIYSofk+4IgCIIgNBmSPiEIpWLbrz1MoIp93ubTMiKpe6pqmkYQA4YgtseU8DsGEoKYBtVGy8P2xuM2BLFm8WanZIggFgRBENoqIooFwcb+8eTrjM9v7+xtPtURYVXR4aK8WSBVgbfFY6JBtRg1sJchep3HrOsRtVne1SOYlcUbXZNIyQAAfOgYY16nD0EQBEFooYgoFoQcZEVIR6uCHWEOb6mR4ZM9KQxD9gQnoPOTdnDLQeB1PaJHFqqNndOcOJZ/4e7gKMcYizh5CIIgCEILRESxIDQBCxhgEHivY2d9/ihqmafpym6B6OQXkuWbnRPxepI7nUIj1a+4IJ3J4VaxisxnQRAEQWjBiCgWhCaCfBPVyvJHUev/XJqApKot5oadnCwfncKZ6rQ9Szv/PlyES+zrP4vRQGPQ8LnrS+ozF7Z1niAIgiCUiLhPWIj7hNAeoGtfBj9yzuEehiAIgiA0O+I+IQiCN/LbWEFMd8xt1PGCIAiC0NIQUSwILZgzG5sdEBYA6d7EWQY8bXzSuk4QBEEQWjEiigWhGWigMcFCIyeZvdpEyU27GAAF9mrL7Qlxtwfr82hjfhHOnLSuEwRBEIRWjIhiQWgGOvGD2A4CzsoQjouzVWgksBsLB4U4Em4VWoGPphLhgiAIgtDaEFEsCM1EnrLJGJFsY4vgTvyg2SAlbWEmbfHuy2IcJ+3evB5xgiAIgtDGEFEsCC2MhAi2sdMWNFuySXx80w6mXkLHgiAIQvtARLEgtBA+AGHAthIis1nl9gRBEARByEREsSC0ELqAsaEiKXDnUbK0MwDgYbeAHk8ikgVBEAShKB0P9wAEQUhhFWGcz+Xh6+7tc1jygAVBEAShKBIpFoSWTJZ7hSAIgiAITYKIYkEQBEEQBKHdI6JYEARBEARBaPeIKBYEQRAEQRDaPSKKBUEQBEEQhHaPuE9YcDjTv76+/jCPRBAEQRAEQWgsStOxz80pRESxxd/+9jcAQEVFxWEeiSAIgiAIgtBU/O1vf0N5ebl3P3GWbG5nHDx4EDt27MDRRx8NotL9Xuvr61FRUYFt27ahrKysCUcotHbkvSH4kPeG4EPeG4IPeW9kw8z429/+hl69eqFDB3/msESKLTp06IDevXs3WX9lZWXyJhWcyHtD8CHvDcGHvDcEH/LeSCctQqyQiXaCIAiCIAhCu0dEsSAIgiAIgtDuEVHcTBx55JG44447cOSRRx7uoQgtDHlvCD7kvSH4kPeG4EPeG02HTLQTBEEQBEEQ2j0SKRYEQRAEQRDaPSKKBUEQBEEQhHaPiGJBEARBEASh3SOiWBAEQRAEQWj3iChuBt58801cdtll6N69O8rKynDOOefgN7/5jdFm69atuPjii9GlSxccd9xxuPXWW3HgwIHDNGLhUPDb3/4WROR8rF69Omr3+9//Hp///OfRuXNnVFRU4L777juMoxYOJc888wzOOussHHXUUejWrRsuv/xyY7/83WifnHDCCYm/Gffee6/RRv5utG/279+PQYMGgYiwbt06Y5+8N/IjFe2agS996Uv4x3/8R7z44os46qijMHPmTHzpS1/Cn/70J/Ts2RN///vfcfHFF6Nnz56orq7GX/7yF3zta1/DEUccgbvvvvtwD19oJqqqqvCXv/zF2DZlyhQsX74cp59+OoCgXOcFF1yA888/H//xH/+BP/zhD/j617+OY445BuPGjTscwxYOEUuWLMHYsWNx991347zzzsOBAwewYcOGaL/83WjfTJs2DWPHjo3Wjz766GhZ/m4It912G3r16oX169cb2+W9URAWmpS//vWvDIBfeumlaFt9fT0D4F//+tfMzPyrX/2KO3TowDt37ozazJ07l8vKynj//v2HfMzC4aGhoYE/8YlP8LRp06Jtc+bM4W7duhnvg29961vcr1+/wzFE4RDx0Ucf8ac+9Sl+8MEHvW3k70b75fjjj+cf/OAH3v3yd6N986tf/Yr79+/PNTU1DIDXrl0b7ZP3RjEkfaKJOfbYY9GvXz/89Kc/xd69e3HgwAH853/+J4477jgMHjwYAPDKK6/gM5/5DHr06BEdN3z4cNTX16OmpuZwDV04xDz55JPYvXs3Ro8eHW175ZVXMHToUHTq1CnaNnz4cGzatAl79uw5HMMUDgGvv/46/vznP6NDhw449dRT8clPfhIXXXSRESmWvxvtm3vvvRfHHnssTj31VEyfPt1Im5G/G+2X2tpajB07FgsXLkSXLl0S++W9UQwRxU0MEeGFF17A2rVrcfTRR6Nz5874/ve/j+eeew7dunUDAOzcudP4xwYgWt+5c+chH7NweHjooYcwfPhw9O7dO9om7432ydtvvw0A+Nd//Vd897vfxdNPP41u3brhC1/4At59910A8t5oz9xwww1YvHgxfvOb3+Cf//mfcffdd+O2226L9st7o33CzLjuuuvwjW98I0rBs5H3RjFEFOdk8uTJ3klS6rFx40YwMyZMmIDjjjsO//Vf/4VXX30Vl19+OS655JJEPqnQNsj73tDZvn07li1bhuuvv/4wjVo4FOR9bxw8eBAA8J3vfAdXXnklBg8ejAULFoCI8Mtf/vIwX4XQHBT5u3HTTTfhC1/4Aj772c/iG9/4Bu6//3786Ec/wv79+w/zVQjNQd73xo9+9CP87W9/w+233364h9xmkIl2Obn55ptx3XXXpbY58cQT8eKLL+Lpp5/Gnj17UFZWBgCYM2cOfv3rX+MnP/kJJk+ejJ49e+LVV181jq2trQUA9OzZs1nGLzQfed8bOgsWLMCxxx6LSy+91Njes2fP6L2gkPdG6yXve0N9YT7llFOi7UceeSROPPFEbN26FQDk70Ybo5S/G4qzzjoLBw4cwDvvvIN+/frJ3402RhG98corr+DII4809p1++un46le/ip/85Cfy3iiIiOKcfOITn8AnPvGJzHYf/P/t3H1IU20fB/Dv2R5fMme63NRsGYiZIb2J2mr0hi9ZgeIfQUQpKNEfpZCRipG9qEQQvSC9UUhUcPuHaBCSzGC1FpkEWwlOUhzNHCmE1bgTZ173H/EMz1P38+hzpzP3/cD+2M51rvPb4eLal4vr7M8/AQAKhXwRXqFQeFeD9Ho9amtrMTQ0BK1WCwAwGo0ICwuT/SjS72GqY+PfhBBoaGjw/nPAZHq9HlVVVfB4PN5jRqMRiYmJ3u039PuY6thISUlBUFAQenp6YDAYAAAejwcOhwNxcXEAOG/MN9OdNyazWq1QKBTeccB5Y36Z6ti4cuUKampqvO8HBweRnZ2NxsZGpKenA+DYmDYfP+g37wwPD4vFixeL/Px8YbVaRU9Pjzh27JgICAgQVqtVCCHE+Pi4SE5OFllZWcJqtYpHjx4JjUYjKisrfVw9zYb29nYBQHR3d/9wbGRkRERFRYn9+/eLrq4u8ccff4iQkBBx48YNH1RKs6m0tFTExsaKtrY2YbfbRVFRkdBqteLjx49CCM4b/ur58+fi4sWLwmq1ir6+PnHv3j2h0WjEgQMHvG04b5AQQvT39//w7xMcG9PDUDwDOjs7RVZWllCr1UKlUokNGzaI1tZWWRuHwyFycnLEggULRGRkpCgrKxMej8dHFdNs2rt3r9i4cePfHrfZbMJgMIigoCARGxsrzp07N4vVka+MjY2JsrIyodVqhUqlEhkZGaKrq0vWhvOG/3n16pVIT08XixYtEsHBwSIpKUnU1dWJ0dFRWTvOG/SzUCwEx8Z0SEII4ePFaiIiIiIin+K/TxARERGR32MoJiIiIiK/x1BMRERERH6PoZiIiIiI/B5DMRERERH5PYZiIiIiIvJ7DMVERERE5PcYiomIiIjI7zEUExH5IYfDAUmSYLVaZ6R/SZLQ0tIyI30TEc0EhmIiIh8oLCxEXl6ez66v0+ngcrmQnJwMADCZTJAkCSMjIz6riYjIl/7l6wKIiGj2KZVKREdH+7oMIqI5gyvFRERzzJMnT5CWloagoCDExMSgoqIC4+Pj3uNbt25FSUkJjh8/DrVajejoaJw6dUrWh91uh8FgQHBwMFatWoX29nbZlobJ2yccDge2bdsGAIiIiIAkSSgsLAQALF++HJcuXZL1vXbtWtn13r59i82bN3uvZTQaf/hOTqcTe/bsQXh4ONRqNXJzc+FwOP7prSIi+mUYiomI5pD3799j586dSE1Nhc1mw7Vr13D79m3U1NTI2t25cwcLFy5ER0cHzp8/jzNnznjD6Ldv35CXl4eQkBB0dHTg5s2bqKqq+ttr6nQ6NDU1AQB6enrgcrlw+fLlKdU7MTGB/Px8BAYGoqOjA9evX0d5ebmsjcfjQXZ2NlQqFcxmMywWC0JDQ7Fjxw6MjY1N5/YQEc0Ybp8gIppDrl69Cp1Oh/r6ekiShJUrV2JwcBDl5eU4efIkFIrvaxmrV69GdXU1ACAhIQH19fV4/PgxMjMzYTQa0dfXB5PJ5N0iUVtbi8zMzJ9eU6lUQq1WAwC0Wi3Cw8OnXG97ezvsdjva2tqwZMkSAEBdXR1ycnK8bRobGzExMYFbt25BkiQAQENDA8LDw2EymZCVlTW9m0RENAMYiomI5pDu7m7o9XpveASATZs2we12Y2BgAMuWLQPwPRRPFhMTg6GhIQDfV3t1Op1sz3BaWtqM1avT6byBGAD0er2sjc1mQ29vL1Qqlezz0dFR9PX1zUhdRETTxVBMRPQbCggIkL2XJAkTExO//DoKhQJCCNlnHo9nWn243W6kpKTg/v37PxzTaDT/qD4iol+FoZiIaA5JSkpCU1MThBDe1WKLxQKVSoWlS5dOqY/ExEQ4nU58+PABUVFRAIDOzs7/ek5gYCCA7/uRJ9NoNHC5XN73nz9/Rn9/v6xep9MJl8uFmJgYAMCLFy9kfaxfvx6NjY3QarUICwub0ncgIpptfNCOiMhHPn36BKvVKnsdPHgQTqcTR44cgd1ux4MHD1BdXY2jR4969xP/L5mZmYiPj0dBQQFev34Ni8WCEydOAIBsW8ZkcXFxkCQJDx8+xPDwMNxuNwBg+/btuHv3LsxmM968eYOCggIolUrveRkZGVixYgUKCgpgs9lgNpt/eKhv3759iIyMRG5uLsxmM/r7+2EymVBSUoKBgYH/59YREf1yDMVERD5iMpmwbt062evs2bNobW3Fy5cvsWbNGhw6dAhFRUXeUDsVSqUSLS0tcLvdSE1NRXFxsTeoBgcH//Sc2NhYnD59GhUVFYiKisLhw4cBAJWVldiyZQt2796NXbt2IS8vD/Hx8d7zFAoFmpub8fXrV6SlpaG4uBi1tbWyvkNCQvD06VMsW7YM+fn5SEpKQlFREUZHR7lyTERzhiT+c7MYERHNOxaLBQaDAb29vbJQS0RE3zEUExHNQ83NzQgNDUVCQgJ6e3tRWlqKiIgIPHv2zNelERHNSXzQjohoHvry5QvKy8vx7t07REZGIiMjAxcuXPB1WUREcxZXiomIiIjI7/FBOyIiIiLyewzFREREROT3GIqJiIiIyO8xFBMRERGR32MoJiIiIiK/x1BMRERERH6PoZiIiIiI/B5DMRERERH5vb8AE0cGRuxQ/1MAAAAASUVORK5CYII=\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"streams = rasterio.open(\"/content/stream_all.tif\")\n",
"# Create a figure and an axes\n",
"fig, ax = plt.subplots(figsize=(10, 10))\n",
"show(streams, ax=ax, cmap='prism', interpolation='nearest')\n",
"ax.set_xlabel(\"Longitude\")\n",
"ax.set_ylabel(\"Latitude\")\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Acknowledgments\n",
"This material has been developed as part of the NSF-funded POSE project TI-2303651: Growing GRASS OSE for Worldwide Access to Multidisciplinary Geospatial Analytics."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"colab": {
"authorship_tag": "ABX9TyNiwLskOb7Th/WYVq/eshf6",
"provenance": []
},
"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": "3.10.12"
}
},
"nbformat": 4,
"nbformat_minor": 4
}