{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Map projections\n", "\n", "**Coordinate reference systems (CRS)** are important because the geometric shapes in a GeoDataFrame are simply a collection of coordinates in an arbitrary space. A CRS tells Python how those coordinates are related to places on the Earth. **A map projection** (or a projected coordinate system) is a systematic transformation of the latitudes and longitudes into a plain surface where units are quite commonly represented as meters (instead of decimal degrees). This transformation is used to **represent the three dimensional earth on a flat, two dimensional map**.\n", "\n", "As the CRS in different spatial datasets differ fairly often (i.e. one might have coordinates defined in decimal degrees while the other one has them in meters), it is a common procedure to **reproject** (transform) different layers into a common CRS. It is important that the layers are in the same coordinate reference system when analyzing the spatial relationships between the layers, for example, when making a Point in Polygon -query, or other type of overlay analysis.\n", "\n", "Choosing an appropriate projection for your map is not always straightforward because it depends on what you actually want to represent with your map, and what is the spatial scale of your data. In fact, there is not a single \"perfect projection\" since each one of them has some strengths and weaknesses, and you should choose a projection that fits best for your needs. In fact, the projection you choose might even tell something about you!\n", " \n", "![](img/Map-projections.png)\n", "\n", "*Source: XKCD, See a full comic about [\"What your favorite map projection tells about you\"](https://xkcd.com/977/)*.\n", "\n", "For those of you who want a bit more analytical approach for choosing the projection, you can get a good overview from [georeference.org](http://www.georeference.org/doc/guide_to_selecting_map_projections.htm), or from this blog post introducing [the strengths and weaknesses of a few commonly used projections](http://usersguidetotheuniverse.com/index.php/2011/03/03/whats-the-best-map-projection/)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Coordinate reference system (CRS) in Geopandas\n", "\n", "Luckily, defining and changing projections is easy using Geopandas and a library called [pyproj](https://pyproj4.github.io/pyproj/stable/). In this tutorial we will see **how to retrieve the\n", "coordinate reference system information from the data, and how to re-project the data into another crs**. We will re-project a data file from\n", "WGS84 (lat, lon coordinates) into a Lambert Azimuthal Equal Area projection which is the [recommended projection for\n", "Europe](http://mapref.org/LinkedDocuments/MapProjectionsForEurope-EUR-20120.pdf) by European Commission.\n", "\n", "For this tutorial we will be using a Shapefile called `Europe_borders.shp` representing the country borders in Europe, that you already should have [downloaded during the previous tutorial](geopandas-basics.ipynb) into `L2_data` folder. \n", "\n", "In Shapefiles, information about the coordinate reference system is stored in the `.prj` -file. If this file is missing, you might be in trouble!. When reading the data into `GeoDataFrame` with Geopandas crs information is automatically stored into the `.crs` attribute of the GeoDataFrame.\n", "\n", "Let's start by reading the data from the `Europe_borders.shp` file and checking the `crs`:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# Import necessary packages\n", "import geopandas as gpd\n", "\n", "# Read the file\n", "fp = \"L2_data/Europe_borders.shp\"\n", "data = gpd.read_file(fp)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: WGS 84\n", "Axis Info [ellipsoidal]:\n", "- Lat[north]: Geodetic latitude (degree)\n", "- Lon[east]: Geodetic longitude (degree)\n", "Area of Use:\n", "- name: World\n", "- bounds: (-180.0, -90.0, 180.0, 90.0)\n", "Datum: World Geodetic System 1984\n", "- Ellipsoid: WGS 84\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Check the coordinate reference system\n", "data.crs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What we see here is in fact a CRS object from the pyproj module. \n", "\n", "The EPSG number (named after the *European Petroleum Survey Group*) is a code that tells about the coordinate system of the dataset. \"[EPSG Geodetic Parameter Dataset](http://www.epsg.org/) is a collection of definitions of coordinate reference systems and coordinate transformations which may be global, regional, national or local in application\".\n", "\n", "The EPSG code of our geodataframe is`4326`, which refers to the WGS84 coordinate system (we can also figure this out by looking at the coordinates values which are longitude and latitudes decimal degrees).\n", "\n", "You can find a lot of information and lists of available coordinate reference systems from:\n", "\n", " - [www.spatialreference.org](http://spatialreference.org/)\n", " - [www.proj4.org](https://proj4.org/operations/projections/)\n", " - [www.mapref.org](http://mapref.org/CollectionofCRSinEurope.html)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Let's continue by checking the values in our `geometry` -column to verify that the CRS of our GeoDataFrame seems correct:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 POLYGON ((8.45778 54.56236, 8.44953 54.56269, ...\n", "1 POLYGON ((8.71992 47.69664, 8.72092 47.69530, ...\n", "2 POLYGON ((6.73317 53.57409, 6.73017 53.57542, ...\n", "3 POLYGON ((6.85822 53.59411, 6.85592 53.59550, ...\n", "4 POLYGON ((6.89894 53.62561, 6.88439 53.62814, ...\n", "Name: geometry, dtype: geometry" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data['geometry'].head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, the coordinate values of the Polygons indeed look like latitude and longitude values, so everything seems to be in order.\n", "\n", "WGS84 projection is not really a good one for representing European borders on a map (areas get distorted), so let's convert those geometries into Lambert Azimuthal Equal Area projection ([EPSG: 3035](http://spatialreference.org/ref/epsg/etrs89-etrs-laea/)) which is the recommended projection by European Comission.\n", "\n", "Changing the projection is simple to [do in Geopandas](http://geopandas.org/projections.html#re-projecting) with `.to_crs()` -function which is a built-in function of the GeoDataFrame. The function has two alternative parameters 1) `crs` and 2) `epgs` that can be used to make the coordinate transformation and re-project the data into the CRS that you want to use. \n", "\n", "- Let's re-project our data into `EPSG 3035` using `epsg` -parameter:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Let's make a backup copy of our data\n", "data_wgs84 = data.copy()\n", "\n", "# Reproject the data\n", "data = data.to_crs(epsg=3035)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 POLYGON ((4221214.558 3496203.404, 4220681.651...\n", "1 POLYGON ((4224860.478 2732279.320, 4224932.819...\n", "2 POLYGON ((4104652.176 3390034.953, 4104460.401...\n", "3 POLYGON ((4113025.664 3391895.756, 4112879.943...\n", "4 POLYGON ((4115871.228 3395282.099, 4114921.348...\n", "Name: geometry, dtype: geometry" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Check the new geometry values\n", "data['geometry'].head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And here we go, the coordinate values in the geometries have changed! Now we have successfully changed the projection of our layer into a new one, i.e. to `ETRS-LAEA` projection. \n", "\n", "To really understand what is going on, it is good to explore our data visually. Let's compare the datasets by making\n", "maps out of them.\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: WGS 84\n", "Axis Info [ellipsoidal]:\n", "- Lat[north]: Geodetic latitude (degree)\n", "- Lon[east]: Geodetic longitude (degree)\n", "Area of Use:\n", "- name: World\n", "- bounds: (-180.0, -90.0, 180.0, 90.0)\n", "Datum: World Geodetic System 1984\n", "- Ellipsoid: WGS 84\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data_wgs84.crs" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "# Make subplots that are next to each other\n", "fig, (ax1, ax2) = plt.subplots(nrows=1, ncols=2, figsize=(12, 12))\n", "\n", "# Plot the data in WGS84 CRS\n", "data_wgs84.plot(ax=ax1, facecolor='gray')\n", "\n", "# Add title\n", "ax1.set_title(\"WGS84\")\n", "\n", "# Plot the one with ETRS-LAEA projection\n", "data.plot(ax=ax2, facecolor='blue')\n", "\n", "# Add title\n", "ax2.set_title(\"ETRS Lambert Azimuthal Equal Area projection\")\n", "\n", "# Set aspect ratio as 1\n", "ax1.set_aspect(aspect=1)\n", "ax2.set_aspect(aspect=1)\n", "\n", "# Remove empty white space around the plot\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Indeed, the maps look quite different, and the re-projected one looks much better in Europe as the areas especially in the north are more realistic and not so stretched as in WGS84.\n", "\n", "Finally, let's save our projected layer into a Shapefile so that we can use it later. Note, even if the crs information is stored in the .prj file, it might be a good idea also to include crs info in the filename:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Ouput filepath\n", "outfp = \"L2_data/Europe_borders_epsg3035.shp\"\n", " \n", "# Save to disk\n", "data.to_file(outfp)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dealing with different CRS formats" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are various ways to present Coordinate Reference System information, such as [PROJ strings](https://proj.org/usage/quickstart.html), `EPSG codes`, `Well-Known-Text (WKT)`, `JSON`. It is likely that you will encounter some of these when working with spatial data obtained from different sources. Being able to convert the CRS information from one format to another is needed every now and then, hence, it is useful to know a few tricks how to do this.\n", "\n", "Luckily, dealing with CRS information is easy in Python using the [pyproj](https://pyproj4.github.io/pyproj/stable/) library. In fact, `pyproj` is a Python wrapper around a software called [PROJ](https://proj.org/) (maintained by [OSGeo](https://www.osgeo.org/) community), which is widely used tool for conducting coordinate transformations in various GIS softwares. `Pyproj` is also used under the hood in Geopandas, and it handles all the CRS definitions and coordinate transformations (reprojecting from CRS to another as we did earlier)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Overview\n", "\n", "The following code cell prints out a summary summary of different ways of representing crs information using pyproj CRS. Here, we use the crs of the original European borders layer as a starting point:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "### Import CRS class from pyproj\n", "from pyproj import CRS" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ":11: UserWarning: You will likely lose important projection information when converting to a PROJ string from another format. See: https://proj.org/faq.html#what-is-the-best-format-for-describing-coordinate-reference-systems\n", " crs_proj4 = CRS(data_wgs84.crs).to_proj4()\n" ] } ], "source": [ "# PROJ dictionary:\n", "crs_dict = data_wgs84.crs\n", "\n", "# pyproj CRS object:\n", "crs_object = CRS(data_wgs84.crs)\n", "\n", "# EPSG code (here, the input crs information is a bit vague so we need to lower the confidence threshold)\n", "crs_epsg = CRS(data_wgs84.crs).to_epsg(min_confidence=25)\n", "\n", "# PROJ string\n", "crs_proj4 = CRS(data_wgs84.crs).to_proj4()\n", "\n", "# Well-Known Text (WKT)\n", "crs_wkt = CRS(data_wgs84.crs).to_wkt()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PROJ dictionary:\n", " epsg:4326\n", "\n", "CRS object:\n", " GEOGCRS[\"WGS 84\",DATUM[\"World Geodetic System 1984\",ELLIPSOID[\"WGS 84\",6378137,298.257223563,LENGTHUNIT[\"metre\",1]]],PRIMEM[\"Greenwich\",0,ANGLEUNIT[\"degree\",0.0174532925199433]],CS[ellipsoidal,2],AXIS[\"geodetic latitude (Lat)\",north,ORDER[1],ANGLEUNIT[\"degree\",0.0174532925199433]],AXIS[\"geodetic longitude (Lon)\",east,ORDER[2],ANGLEUNIT[\"degree\",0.0174532925199433]],USAGE[SCOPE[\"unknown\"],AREA[\"World\"],BBOX[-90,-180,90,180]],ID[\"EPSG\",4326]]\n", "\n", "EPSG code: \n", " 4326\n", "\n", "PROJ string: \n", " +proj=longlat +datum=WGS84 +no_defs +type=crs\n", "\n", "Well-Known Text (WKT):\n", " GEOGCRS[\"WGS 84\",DATUM[\"World Geodetic System 1984\",ELLIPSOID[\"WGS 84\",6378137,298.257223563,LENGTHUNIT[\"metre\",1]]],PRIMEM[\"Greenwich\",0,ANGLEUNIT[\"degree\",0.0174532925199433]],CS[ellipsoidal,2],AXIS[\"geodetic latitude (Lat)\",north,ORDER[1],ANGLEUNIT[\"degree\",0.0174532925199433]],AXIS[\"geodetic longitude (Lon)\",east,ORDER[2],ANGLEUNIT[\"degree\",0.0174532925199433]],USAGE[SCOPE[\"unknown\"],AREA[\"World\"],BBOX[-90,-180,90,180]],ID[\"EPSG\",4326]]\n" ] } ], "source": [ "print(\"PROJ dictionary:\\n\", crs_dict)\n", "print(\"\\nCRS object:\\n\", crs_object)\n", "print(\"\\nEPSG code: \\n\", crs_epsg)\n", "print(\"\\nPROJ string: \\n\", crs_proj4)\n", "print(\"\\nWell-Known Text (WKT):\\n\",crs_wkt) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Pyproj CRS object\n", "\n", "Next, let's see how it is possible to easily extract useful information from CRS, and transform CRS information from format to another. `pyproj` -library has a [class](https://docs.python.org/3/tutorial/classes.html) called [CRS](https://pyproj4.github.io/pyproj/dev/api/crs.html) that provides many useful functionalities for dealing with CRS information." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "epsg:3035\n" ] } ], "source": [ "# Let's see the current CRS of our data\n", "print(data.crs)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Printing the crs using the print() statement gives us the EPSG code. \n", "\n", "However, let's see how the same information looks like in other formats such as `WKT` or `Proj4` text. For this we need to use the `CRS` class. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "**Note**\n", " \n", "The following examples have been tested to work with `pyproj` version `2.6.1` and `geopandas` version `0.8.1`. You can check package versions by running the `conda list` -command.\n", " \n", "
" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: ETRS89-extended / LAEA Europe\n", "Axis Info [cartesian]:\n", "- Y[north]: Northing (metre)\n", "- X[east]: Easting (metre)\n", "Area of Use:\n", "- name: Europe - LCC & LAEA\n", "- bounds: (-35.58, 24.6, 44.83, 84.17)\n", "Coordinate Operation:\n", "- name: Europe Equal Area 2001\n", "- method: Lambert Azimuthal Equal Area\n", "Datum: European Terrestrial Reference System 1989\n", "- Ellipsoid: GRS 1980\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Initialize the CRS class for epsg code 3035:\n", "crs_object = CRS.from_epsg(3035)\n", "crs_object" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, the `CRS` object contains a of information about the coordinate reference system such as the `Name` of the CRS (ETRS89/LAEA Europe), the `area` where the CRS is in use (*Europe* with bounds *(-16.1, 32.88, 40.18, 84.17)*), and the `Datum` (European Terrestrial Reference System 1989). \n", "\n", "We can also easily parse this information individually as follows: " ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Name: ETRS89-extended / LAEA Europe\n", "Coordinate system: cartesian\n", "Bounds: (-35.58, 24.6, 44.83, 84.17)\n" ] } ], "source": [ "# Name\n", "print(\"Name:\", crs_object.name)\n", "\n", "# Coordinate system\n", "print(\"Coordinate system:\", crs_object.coordinate_system)\n", "\n", "# Bounds of the area where CRS is used\n", "print(\"Bounds:\", crs_object.area_of_use.bounds)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can explore all the possible information that can be extracted from the CRS by typing `crs_object.` and pressing Tabulator. \n", "\n", "Let's see how we can convert the crs information from one format to another. Quite often it is useful to know the EPSG code of the CRS. Next, we will conduct a few transformations to demonstrate the capabilities of the `CRS` class." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PROJCRS[\"ETRS89-extended / LAEA Europe\",BASEGEOGCRS[\"ETRS89\",DATUM[\"European Terrestrial Reference System 1989\",ELLIPSOID[\"GRS 1980\",6378137,298.257222101,LENGTHUNIT[\"metre\",1]]],PRIMEM[\"Greenwich\",0,ANGLEUNIT[\"degree\",0.0174532925199433]],ID[\"EPSG\",4258]],CONVERSION[\"Europe Equal Area 2001\",METHOD[\"Lambert Azimuthal Equal Area\",ID[\"EPSG\",9820]],PARAMETER[\"Latitude of natural origin\",52,ANGLEUNIT[\"degree\",0.0174532925199433],ID[\"EPSG\",8801]],PARAMETER[\"Longitude of natural origin\",10,ANGLEUNIT[\"degree\",0.0174532925199433],ID[\"EPSG\",8802]],PARAMETER[\"False easting\",4321000,LENGTHUNIT[\"metre\",1],ID[\"EPSG\",8806]],PARAMETER[\"False northing\",3210000,LENGTHUNIT[\"metre\",1],ID[\"EPSG\",8807]]],CS[Cartesian,2],AXIS[\"northing (Y)\",north,ORDER[1],LENGTHUNIT[\"metre\",1]],AXIS[\"easting (X)\",east,ORDER[2],LENGTHUNIT[\"metre\",1]],USAGE[SCOPE[\"unknown\"],AREA[\"Europe - LCC & LAEA\"],BBOX[24.6,-35.58,84.17,44.83]],ID[\"EPSG\",3035]]\n" ] } ], "source": [ "# Retrive CRS information in WKT format\n", "crs_wkt = crs_object.to_wkt()\n", "print(crs_wkt)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, the `WKT` format contains a *lot* of information. Typically, e.g. the `.prj` file of a Shapefile contains the information in this format. Let's see how it is possible to extract `EPSG` code from this. For doing it, we need to re-initialize the CRS object, this time from the `WKT` text presentation. " ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3035\n" ] } ], "source": [ "# Retrieve EPSG code from WKT text\n", "epsg = CRS(crs_wkt).to_epsg()\n", "print(epsg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "**Not able to recognize epsg?**\n", " \n", "Sometimes `to_epsg()` isn't able to recognize the EPSG code from the WKT representation. This can happen if the WKT information is missing some details. Luckily, we can easily adjust the minimum level of confidence for matching the CRS info and the EPSG code. We can do this by adjusting a parameter `min_confidence` when calling the function. By default, the confidence level is 70 %, but it is also possible to set a lower confidence threshold. \n", " \n", "The coordinate information of our input shapefile is incomplete, and does not yield an epsg value with default setting: However, CRS is able to determine the EPSG value with a lower confidence treshold: \n", " \n", "```\n", "# Let's try to extract the EPSG code from the crs of our original data:\n", "CRS(data.crs).to_epsg()\n", ">>> None\n", " \n", "# Let's try it again with a lower confidence requirement (25 %)\n", "CRS(data.crs).to_epsg(min_confidence=25)\n", ">>> 3035\n", "```\n", "However, be cautious when using this, as guessing the EPSG from \"exotic\" coordinate reference systems might also provide false results. \n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's now save our data to disk using the `WKT` format as the crs of our GeoDataFrame. WKT is a [preferred output format](https://proj.org/faq.html#what-is-the-best-format-for-describing-coordinate-reference-systems) when storing crs information as text." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "# Re-define the CRS of the input GeoDataFrame \n", "data.crs = CRS.from_epsg(3035).to_wkt()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PROJCRS[\"ETRS89-extended / LAEA Europe\",BASEGEOGCRS[\"ETRS89\",DATUM[\"European Terrestrial Reference System 1989\",ELLIPSOID[\"GRS 1980\",6378137,298.257222101,LENGTHUNIT[\"metre\",1]]],PRIMEM[\"Greenwich\",0,ANGLEUNIT[\"degree\",0.0174532925199433]],ID[\"EPSG\",4258]],CONVERSION[\"Europe Equal Area 2001\",METHOD[\"Lambert Azimuthal Equal Area\",ID[\"EPSG\",9820]],PARAMETER[\"Latitude of natural origin\",52,ANGLEUNIT[\"degree\",0.0174532925199433],ID[\"EPSG\",8801]],PARAMETER[\"Longitude of natural origin\",10,ANGLEUNIT[\"degree\",0.0174532925199433],ID[\"EPSG\",8802]],PARAMETER[\"False easting\",4321000,LENGTHUNIT[\"metre\",1],ID[\"EPSG\",8806]],PARAMETER[\"False northing\",3210000,LENGTHUNIT[\"metre\",1],ID[\"EPSG\",8807]]],CS[Cartesian,2],AXIS[\"northing (Y)\",north,ORDER[1],LENGTHUNIT[\"metre\",1]],AXIS[\"easting (X)\",east,ORDER[2],LENGTHUNIT[\"metre\",1]],USAGE[SCOPE[\"unknown\"],AREA[\"Europe - LCC & LAEA\"],BBOX[24.6,-35.58,84.17,44.83]],ID[\"EPSG\",3035]]\n" ] } ], "source": [ "print(data.crs)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "# Ouput filepath\n", "outfp = \"L2_data/Europe_borders_epsg3035.shp\"\n", " \n", "# Save to disk\n", "#data.to_file(outfp)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That's it. \n", "\n", "\n", "**HINT**: A module called [PyCRS](https://github.com/karimbahgat/PyCRS) can also be useful library as it contains information and supports many different coordinate reference definitions, such as OGC WKT (v1), ESRI WKT, Proj4, and any EPSG, ESRI, or SR-ORG code available from spatialreference.org." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Global map projections\n", "\n", "Finally, let's play around with global map projections :) `L2_data` folder conaints a layer `ne_110m_admin_0_countries.shp` that represents the country borders of the world. The data was fownloaded from https://www.naturalearthdata.com/. \n", "\n", "#### Check your understanding\n", "\n", "
\n", "\n", " \n", "Read in a global dataset and plot three maps with different projections! See hints and projection definitions from:\n", " \n", "- http://geopandas.org/projections.html\n", "- https://pyproj4.github.io/pyproj/dev/api/crs.html\n", "- https://spatialreference.org/\n", " \n", "When plotting the maps, think about the advantages and disadvantages of different world map projections.\n", " \n", "
\n" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "# Read in data\n", "fp = \"L2_data/ne_110m_admin_0_countries/ne_110m_admin_0_countries.shp\" \n", "admin = gpd.read_file(fp)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: WGS 84\n", "Axis Info [ellipsoidal]:\n", "- Lat[north]: Geodetic latitude (degree)\n", "- Lon[east]: Geodetic longitude (degree)\n", "Area of Use:\n", "- name: World\n", "- bounds: (-180.0, -90.0, 180.0, 90.0)\n", "Datum: World Geodetic System 1984\n", "- Ellipsoid: WGS 84\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Check input crs\n", "admin.crs" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "# Set fig size\n", "plt.rcParams['figure.figsize'] = [12, 6]" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'WGS84')" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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PrcjgVzcvGnABWtfpiw966YpPOJydY2F2jplMs0g0EMQ50d7DrjoXR1s9HG7xUNvppTTdyPsW5XLp3GxhtxBMGkIgC04bjrV6eGRLHa8caKHJPbBLOteq46c3LmRN2fDNHrIss722C7cvTEWWmcK0kU8+C0aidHnD6NVKIrEYaSYtsZjMnX/fzsZjHb1jnOOpFOfPyiS3TyU3x6pjWZEdSZLYWdfFj188TGOXn5buANFUg5H7MCvbTJZFR65Nx4dXFjE31zr8g4jHlT24qYp/vFs7oRP5zhbMWhVLi+3MzbVQnGZEp1ZSnGbsZ3E504hEY+yqd/HWkXZqnT50KgWfPG+GqAiPEbc/zJ56Fyfae3D7w7j9Ycw6NXesLZny5sWJoM0T4N4n9iS175h1KtJN2kR1+XvXzEOSoN7pR5JAAiRJQpLiA39yrDph3RGMmQkVyJIkzQQe73NTKfBNwAZ8Amjvvf1rsiy/MNS+hEA+e2l0+fn+cwd5cX8LEK/M5dv0LC60s7TIzsICK2lGLQ6Dmv/ubebF/c10ekPk2fTxf71RastLHJi08erDhqPtfOqRnfQEI5h1Kp69ey0l6UYC4SgapSJpBfZoq4dHNtciAweautnX4O5X2b1+cR73fWAREK+s1Xb68PRaKWqdXh7f1kBHz3t2ic9eUMbnL64gEI5xor0nPrUuEsMTiOD0BnH74+LbqFVh0qow6VRoVYqEj6/FHaClO0CGWcuSQjtLCu0pTXJLhtsf5pUDLWw41sH+RjcqhYRWrUCjVKBRKVArFSgVEiqFhEKSiMkygXCMQDhKTzDC8baeflP/zmYW5Fs5ryKDqxbmUpE1/KqB4OyjOxDmQGM3h5q7cflCdAfikyd7AhE8wTDN7gBV7XE/rlopUeAwUJxmZG6uhY+sLCJzmmcIB8JRWrsDiXNEIBzFrFMzK9tMe0+QrdVOttU4OdDUTUyWUUoSbZ5gypGSRo1yyAv6LIuWRQU2lhbZuXZx3rRfoXD7wtR0evGFoqiU8fOsShG33xU49GhVZ+YK1HRn0irIkiQpgUZgBfBRoEeW5Z+l+nghkM9uYjGZNk8QvVqJRa8aUB1o6w5w75PJqw8n0agUnFeRweXzs8m3G3D5wvzohUNUdXh7Ux4Uicloj9+5MtGAd5LjbR5+9vJRDFolNR1edta5+t0/L8/Cc59ZB8Q/II619nC01cPyYgeFaQaCkSgX/vwtGrrem9bmMGpYUeLg/JmZGLUqdGoFJq0Ks05NKBqjttNLvdOHyxfGF44SCEWJxOREx//iQhsXz8ma8mXHQDjK/kY3u+pc7K538eL+5pQnBJ6pLC608Z9PrZnqwxBMMf5QlF31Xeyud3GgsZv9TW5qOwcKwTybnhmZJsoyTJRkGClJM1KUZiDXpkc5TXOCW9wBtlR30uwO4A3GRb43GGF7TVfShrvhhO1EkGHW8s5XLkA9DZtlYzGZu/6xg/VJJoeeRCFBnl1PcZqR0nQjxenGRAO40xsiFInhMGrQqKbf6zvdmUyBfAnwLVmW10iS9G2EQBaMI28f72B3vYvW7gAKSeq1N8QroP5wlMMtHg42dfcLsDdolNgNGgy9MVMGjQqjVsncXCufuaBsyPSBDUfb+cvb1bS4Axi1Kiw6FZ86v4zlxQ4ONLm55U+b+zXAffGSCu6+oJyH3q7m2/89OK6vPdeq480vnT+tTpBfenIPrxxsxe0/O1MxVpY6+OR5ZZxbkTHVhyKYIh7bWsfj2+rZ3+gesLoiSbCsyM5Fs7NYU5bOjAwTes30rhJ6AmEe2VJHW3cQTyDMjtrkIng6kG3RsbDAysrSNM6tyJi2dh9PIMzD79by4v5m9jd2J24/2bwdk2VkOW4JjMkQk2WuXZTHD6+fj1Ih8dL+Fp7f18yeehddvhAZZi3ZFh0FdgM3LS9gaZF9Cl/d6c9kCuS/ADtlWf5Nr0C+HegGtgP3yrLcleQxdwJ3AhQWFi6tra0dt+MRTF9kWeZ4Ww/eUBRfMBL/GooQDMfItuooSTeSbtImlqKG8prtb3Tzm9ePo1CAXq2iPMvEzGwzM7PME+pT84UiHGnx4PKH8QWjrC1PT/gGg5Eoza4ADV1+Gl0+mlzxdA2nL4w/FEUhgUKSUCokjNq4xcLca7FQKxV0eUN0+cKJn8WyYvu0XEKMRGP87d1avv/8wSkfoT1ZSBIY1Eq0aiWXzMniG1fNSdh6BGcHkWiMTcc7+N0bJ/oNy1ApJC6YlcnFc7K4YFYmaadRNnZDl48bfv9OYoVtupFt0fG+RbmJrO2T8ZqnE3Wd8dz54nQDOdaRrxp4gxE8gQieQJhMsw6r4czzqU82kyKQJUnSAE3AXFmWWyVJygI6ABn4HpAjy/LHhtqHqCCfXWyu6uQrT+2lJslS5KlolArsRjXnVmRw9cJc1sxIH/Po0kg0hkKSBt1PTzDC28c7yLPpKU434gtGcPV6hgsc8Ya/t4938OT2evb0TqBTKeKiN92kpcChZ0mhnfcnma7WE4zQ0rtkubDANuC46pw+8uxxX1qbJy60DRolRo0Kg0aJzaCZVkuyL+1v5nP/3E0wcuYPGlEpJNaVp3PvJTMHTCcUnNn4QhEe2VzHAxurBkQzzs218JP3L0i5eXYycfvC1Hf5aOpNs1EqJFRKCbVSgSyT6KN4+0QHbx5pH36HU0CaURPvNXEYmJllpjTDSLMrQEW2mXMrMghGorR7gnT2hNCqFRg17/V1DGe96OwJEojESDNqJi2NJhCOsrO2i05vPA5xRaljWhZBznSGEsjjWfa4nHj1uBXg5NfeA3gAeG4cn0twBhBvVAultG0oGqPLG6bJFWDD0XZOtPcgy1CRZWb1jLRhq8SRaIz9Td10eIIEIlH++FYV+xrdlGYY+ecnVg5oiDnW6uGWBzYnslxPYjOouffiCj6yqpj9jW4+/OctSSunKkUPc3JLuGxeNpIkEQhH+deOBp7c0cDxVg/eUBSDRsmT/28VAM/sbuSVA60ca/NQ0+EjFI1RnGbgO9fMo9nl5zv/PdhvhK/doObiOVlcOjeb82dmjvliYaxcNi+HRz+h5eN/235GDiIpSjNw2dzsxMVPjlXHjGm6pCuYGGIxmXdPdLLhWHs/caxVKfjsheXceU7puHtgZVkelxWwe5/cw6uHBvfAng50ekN0ekPsbXDzPM2J201aFXNyLEOOvdaqFPzxI0upyDKjUyvRqRXoVMrEefOhd2oSEySNmviKnkw8OWNhgY0r5mdz4eyscRtF7gmE+cfmOuqcXjyBCL5QlKd3NbKi1MGd58wYl+cQjJ3xrCD/E3hZluW/9n6fI8tyc+//Pw+skGX55qH2ISrIZw9PbKvny0/tHXa7LIuWi2ZnkW3RUdPpZW+Dm2NtPYn7lxbZWVZsp64zniiRa9Nz/ZI85uZaeHRLHdtru7hmUS4fWlHEhx7czOaq+Ek0y6xleYmDL186k8I+Wcmt3QF+9vIRzDo13YEwT+9q7OctzLJouWBWFpfMzWJerpVLfvFWQhCqlRIfX1fKihIHc3IsCdEdi8l8+tGdiYSOvtywJJ9Mi5bfv3li0J/BrauKuOeiCp7d3YhWrUSjUrC9xkmaUUuhw8CVC3IwTpMl/kaXn7sf3cmuU5obT1cMmvjUxONtPczNtfKzGxemlHUtOLNocvm55YHNAxrvzp+ZwXfeN29UEZJD0eYJ8P/+voN9jW6seg1ZFi2ZZi35dgPfed/chLD7z64GwlGZm5YVDLm/bz97gIfeqRnXYzwT0CgVaNUKwtEYgfDQq195Nj0v3rNuzCI5EI7y5pF2Xj3USiwmYzPEB6XE/2mw6eNDU07eZtIObFgXjB8TXkGWJMkAXAzc1efmn0iStIi4xaLmlPsEZzHP7G7kK/8eWhybdSo+e0E5N1cW8K1nD/Dz9UeTbrejtosdte9Z2w82dw+olOyo7cLlC/O/V83hyl9vAqDVE+S5vc3MzrHw6fPLEttmWXTce8lM1h9qZf3BVk49L7V2B3lsax01HV4eu3Mlv7hpEY9srUOpkLj7/LKkS+5vHWtPKo4BntrZMOTPAWB3vYu/v1tLdUcP1R1e9jd198tR/sNbJ1hdlsZVC3KpLHZMaTV5V10XB5u6h9/wNCHfrmdVaRofXVNCgd3ANHK1CCaJlw+0sP5g6wBxbNap+PNty8f97y0cjfHFJ/cmEnQ6eoJ09AQ5QDxb/QsXV2A3anp7IHp4ZEstl8zJYne9i+01XRxs7iYQjhKOxghHZebnWVlTlsbBpu4hq6xnI6FobNgBTScpSjMgj4ODbHe9i089siPlBCCVQkpMHXxPOGu4dVURC/JtYz8gwaCIQSHEqwP/3FaPTq1gdraFeXnWUWfNjjeyLNPkDpBh0k6rBIOx4AmE2V3vSojbzVWdhKPvvQ/1aiXfv3YeNyzN5/XDrTy2tZ6q9h7aPEEUkkQoEutnN0iVbIuuX8IFxGPhNv3P+YN6v7oDYR7dUsdjW+vo8AQpcBioLHFw5fwcMsxavvnMATYd78CgUTI7x8Ktq4q4cn5Ov3QMty/M0u+vn5QM4XMrMvjCxRU0uvw0dvlZNSNt0nyy3mCEn71yhLpOHwUOA3saXKd1JdmsU/WbMpht0XHPReXcXFk4hUclmGx+8/oxXjrQQnW7d0B82Y+vn88NS/PHxVoRjER5akcjv3vzeL+YyJNkmrU8e/darHo133v+IM/ubqInGOH6xXnctrqY63739pCiS6NSEDoLegQmCo1SwafPL+P/nVeayCyOxmQ++9guWroDnFuRweJCG83uACfaemjvCVKcZqQs00SuTc+mY+109IRIM2p4/UjbmM+NKoXEh1cWccncLJYXO6ZlxF0qNLr8eAJhZmVbpuT5xSS9YTjS4uGnLx/BqFVSkm5kXXk6S4sck34c4WiMA03d1HZ6MWlV7Kjt4r97m6h3+hM5ibeuLGZ5iYPaTi9alZJcm+60v4rcVuPkrSPtiZG0RWnGfg1osZjMX96uZnOVk6OtHuq7fOOamHDJnCw+uqaEZcX2EZ1kVv3oNZqTTPtbU5bG7z64tF+HcWdPkD9uqOKxrXWTOtpZIcGHVhRx3swMyjPN5NknJ291W40TXyiKyxdiW42TVw+2Dbg4me786uZFtHuCPLCxKtHZr1JIvPml88i3j++S+pmO2xfmL29X09ETRK1UoFJIdPnCNLv9tHYHKE4zsqzYwfJiO/PzrdNyaIIsy7ywr4Ufv3QIfyg+HMMXipBp1vHhlYXcvqZk1Gkm3mCEi+97K+n00L5cOCuTP9++nANNbr72732J5mCTVkUokno1VDB6sixa1pVnsHpGGpurOnli+/CrgBONWatibXk6583MwKxT4w3Gfc3eUARfMP715CCXNKMGh1HDuvKMKU8CeWZ3I39/t5YPrijk+iX5U3IMQiBPU5zeEM/sbqS208eRFg+76ruG9UGdil6tpCLLRLZVh1GroqMnhE6loCTDyIx0E4VpBiy6uI/JqFXiMGoSTWP+UBS7UTPurysQjncTn0x6+P2bJwiEo3x4ZVG/ynw4GktZkLZ7gtQ5vUSiMr5QlC5fiJ5gBKNGhS8cZX+Dm3erOlOe0pQMs07FOeUZrC5LY82MdIrSDP28X7GYTDgWS3x4V3zjxUErMiXpRh6/s3/z3/E2D+sPttHmCdDmCdLk8lPX6Ut0MaeCXq0cVfX8JFqVgrJME9cvyeeWyoIJGT7y2qFW7vhb/7/jU6ux0xmDRsktlYVcPi8bjUpBJCazs7aLXJueBfnWUcUznS3EYjK1Th+1nd6Ev3NHbRe/feNE0rxsnUpBTJYJ9VlBunJ+DreuKqKyxDHtvZeyLBOOysRkeUzpB7Isc/eju3h+X/Ow2771pfMoSjNOSN664OxBo1Lw8McqWXnKsKzREIvJU94oPlomK8VCMAKe2tHA15/eN2JBfCr+cJQ9De5EJWE4TFoVeo2S9t4u7CyLlvl5VmZkmJiRYSLToqXAYSDPph/0hC/LMjWdPvyhKGkmDRKw8VgHrx9uY0+Di0aXH1mOVztissxbR9uJyfDAxio+vraED1QW8vjWOt462s4zd6/FEwjz+LZ6ajq9mHVqFhXYWDUjrV8zRIZZi1mn4mv/2ce/dzaO6Wc2GJ5AhFcOtvBuVSe/15zglx9YxLJiB7GYzJZqJz975QgHmtwsL3ZwwaxMnvrkKtYfbOORzbUDRO6asjQ6ekKolQpsBjWSJFGWaaYsc2CD11M7G3h5fzNKSYFGrUCrUmDQxAeTeENRjBolVoOGdJOGS+dms6/RzY7aLqrbvfxrZ0M/P/JwBCPxVYoDTQd5elcjf7+jEpthfC+S4hc+UsI2o1RIzM6xcMGsTH768pERHe9U4AtF+fOmav68qRqAskwTl8/LZvWMdPJs+mkv2iab1u4Aj2ypY2t1Jwcau/EEh78Qqixx0O4JxoW0SsGiXCsHmtyEozLVHV7C0RhPbK9nW00XF87K5ILZmdOyqixJEhpV8veD2x/mTxtOoJAkMi06ssxasq06cm160k/JR5YkiQtnZ6YkkNNNWvY2uPj+84fG5TUIzk5CkRh76l2UZhjJMGlp7Y7/PQYjMaIxGRmZNGP8PZtu0hKNyXgCYXqCEfJs+oSNsKq9h6vv3xRP+DFrSTdpSTdpSDNqkSQIhuMrG2qlRFmmifIsM+WZptPiXCoqyMQ/0IcbRjFWZFkmEosPx/jPrkYe21KX0gfJZDIv18L+3gYrSYIF+TYumZPFuRUZ5Nn0eEMRHtxYzUv7W8ZluVySwKZXJ40FUyok5uZaKMs0JcR7aYaRPJuON4600+Tyo1crOdTiYWu1k+N9ki0GI8uiZVa2hVybHpNWiScQ4XhbD8fbe3D1HkOaUcNDH61kfv57vt16p49/bqtj/cFWNCoF4YjM0TYPhQ4DT/6/VejUSr7334M8uSP5UtvxH1zO8fYeNh7t4IMrCgckTvzg+YM8sLF6wONyrTo+dX4ZH15ZNOhreuVAC59+dGc/D3eqFDoM3LG2hNtWF4/4scPhC0XYUduFQaOkIsuMWafmjcNtfPShbeP+XOONQoLFhXbOn5nBpXOzKc8SqRXJONbq4U8bqnh6dyPhqIwELMi3YtWr8Yej1HX6aPUMHDqxvNjOtpr+M6MqSxzEej+L2roD1Dn7e3CtejWrZ6SRadaSZtKS1vsBvKTQNiCicboQisR4ZEstv1h/tN/ETYgnIiwtsnNuRQYXzs7EZtDg9odp9wR5fFsdD26qTmojSzdp2fK1C2l2+/nik3tocQdSypEXCIZCq1IMmWEvSfR7P5akG/ncheVcvTAXhQQ/ffkIvxsiiSkZRo2SxYV2LpmbxWXzsqcsA1pYLIZha7WTzz++m4vnxOO7KosdQ44gHgn/2FzLt589MCkNWmNlbq6FA6dBAoFFpyIYiWHWqbl+SR63riri3zsbcfnCmLRKTDoVZp0ac5+v3kCElw+24A1G8QTiH0QLC2x8aEURM7PN+ENROr3xkPm5uZakv/8ml593T3SiVikozzRh0qoSNpJvPbOfv72bfArkR1YW8ciWWmJy/APu6U+vTnhYfaEI1//uHQ63eJI+9lPnzeDLl80a9Gfh8oU41tbD0VYPh5q7eeNwO42ugQ0+fVFIJCwWC/Nt4/ZeH+z43jnRyZaqTv69q3Fa2ixsBjW5Vj0VWSbOn5XJOeUZE2I9OhOQZZnNVU4e2FjF64fbmJkV/zsIRuIVol318ZWs4jQDWRYdtZ0+unwhjFoVBQ49Xd5wUhvUwnxryqtgp7Ig38qFs7K4cHYmc3MtgxY6ugNh3jrSTo5VR45NT5ZZm9J7v6MnyNZqJ1uqOtla08Ulc7K4+4Iyuv1hqjritq9oTKbW6WXD0Xb2N3bzoZWFvH9JPg9srOKvb9cMef5XKiRWljq4dG42F8/JIseq59WDrXz84eSfhTOzzHz3mrmsKE3j3if2pJSEIxBMBDMyjKiVikE/v1LlCxdX8NkLy8fpqEaGEMjDsLXayU1/fDfxvVWv5soFOdy0rICF+dYxVZaDkSj7G928fbyTR7bUTtsxngDz8iz9ZsVPd8ozTfy/c2dwxfwc9Bol0ZiMLxTBH4riDUU50daDVq1gbVk6VR1efvziYdYf7B8Bp5Dg6oW52A3x2KT5eVZWzUhnRkY8G7nLF8btD6NSSDy9q7Ff3NxH1xQzJ8fCjtountndlJI32KpXs/0bF6FWKgiEo3zmsV0DjukkMzKMPHHXqkHH1bp9YT75yA6OtHiYm2fl/lsWY9GpONDUzX3rj/L64bZhj8eiU7F6RjqzcywUpRmYn28dtwEYHT1BrvnN28MK9slAq1Jw6dxsLpqThValQKdWkmfTkWPVT5sM6elMLCbz3L5mHtgQH7CztMiOUiFR3eFN2LWSYdQomZtnZWv10PFiZq2KObkWqju8AybUjYRsi44LZmdy07ICFp0yoRLgwY1VCWuCQoILZ2dx/y2LE3YyWZZp6PKzs64rLopPWZ0ya1XMzbNg0qrYeKxjQiZHLsy3UtPpS+rZPsk/7ljB2vJ0/v5uDf/7zIFxPwaBYDIRAjkFpotA7kt5pokbl+XzgWWFY557HorE+POmau5bf2RUS+ITTV+LxenGUBFG68rTserVvLCvOeXsSYtORSA8dFf47BwLR1q6U97nSZYX27nrnBn86MVDnGj3DrntTcvy+cn7Fya9b/3BVj7x8HbUSolL5mTz0xsXJJruAuEoa//v9QGTAIdDIcEda0v4/MUVY2rgi0Rj3PTHdxNZrlPJ3FwLv/vQEor6DIQRpE5PMMIXHt/NK70XcpXFjhHl6Zo0SnpCw188GjVKSjOM7BuHi3RJgm9fPXeAfejDD25h0/EOAO6/ZTGLCmxkW3WolQr+sqmaP244Ma2LGHaDmp++fyEXzcniQJObr/9nP7vrXVN9WALBmJiuAlmUTobhWFsPP3zhMHNyrPz0lSOEI7HepXsVmRYdH1lZxOyc1PL7lAqJD1YWcvXCHDYe6+DxbfXT6+Q2vf3yQzJUvufGYx0j3t+pnsFkHGoe3Qf5tpouttUMfiEoSbCyJI1rF+dy2bycQbe7aHYmR79/+YB8bLc/zJf/tWfE4hjobaas5sX9LSwrsqPXqLhucR6VJSOLPVT1ZoaemmYxmWhUCj6wrICvXzl7TAkDZzPVHV7ufHh7YnrlkkLbiIdNpGovG6rSXJxmYG6ulfouH0dbPcM2N0vEmy1P5f5bFnPjH9/leFsPz+5pwqBRsrXaSW2nl4c31yZ6EaYjq0rT+MUHFqHXKHnjSBvf++9BqjqGvsAWCASjRwjkXpQKiaI0A1WDVPQ++cgOFJI0YNnr0S11XDQ7k0+fX8biQnu/+3qCETaf6GRXfRe76lzsqXfhDUX5xpWzmZtr5XMXlfPL9UdH7b0TnP4sK7Lzuw8vYcPRDkKRGDlWHbNzLCnlUybroO/oCXL9795JKe7uq5fPosBhoMsX4uevHMXZJ4mjoctPQ5efdJOWz180uiv7sUTujRazVsW6inQum5fDBbMyR51L25d2T5DfvnGc1u4ALl+Yi+ZkcdOyfMw6NZ09QV7Y10w0JrOkyE4gHOOFfc28fKAFly+MQaPkS5fOPC2Hi7xxpI3PPrYr4Rufn2dh7yjOVYFIjDk5Fg4Oc0G5tdpJZYkjqUhudgdYNSOdX1yyiJI0I/Vd8WjMY209HGnxcLTVQyQmU5FlojzTzPVL8ojGZL7z3wO8eqgVg1rF6rI0Ch2GhGVi/cHWQe1N0w2jRsmCAitPbq/n/jeOi4EfAsEkIARyLz+7cQEL823c+fcdSIDdoKG+y5cYBHFqc1GGWUuuVYdFr6Ys00xWn07qWEzmd28e59evHU+6RD9d43mk07mEfBqystTB166Yza9fO8b/O3fGmGJvItEYnkCEDUfbUxKmaqXEogIbK3ozMK+cn8NPXj7C49vqEzFs1y3O41tXzxl1DNyHVxbRE4jw69ePjbulyKxVsbTYTnlvbNCcnHjiyXhXimVZ5qmdDRxr89DsDtDY5efdqk5+sf4o8/OsbKtxDlkh9YejbKl2ctm87HGP05soojGZ37x+nF++djTRub600M7uBlfKEX0qhcSnzpvBORUZlGWasOjU7Kp3xaMFNydvZoV4VrhBrcB3SoU4GInx2Nb4RMt9376EojQjRWlGLpk7cB+76rr4xtP7B6wcHWkdWyPRVOINRfnjW1VTfRgCwVmFEMjEGzsyzVqK0428+oVz+93369eO8cDGqgEC+cuXzuTGZQVJ96dQSNx9QTmrZqTzpX/tGbQqfRKVQiIqy+M6HU4wvVlUYONvH6vkV68e4x+b63hpf7ySddOyfC6dm82CIZpDW7sDfOjBLbR2B5BliMRiI87TDkdlPvCnzVzU29B07swMfnjdfL5wcQUv7msm26rn4jlZY3qNaqWCz1xYzqwcC58YpCN/NCwtsvPrWxaTZ9OP2z4HQ5IkPrqmmNk5Fmo6vLx2uI0NR9vpCUZ4t6ozpX38Z1cjoWiM+29ePO3D9Dt7gtzz+O5+4nKknmOARz+xcoAtpzTdSEWWaUBkVF8K7UZ2N7iGOcYQZp0aWZZ5ZncTVe09rJqRzuJCGzq1klybnppOYT0QCE4HTFoVhY7pOZlUCGSgMG3wX85nLyzn7vPLON7ew5Pb63nraDuyDDMyh+/0X1pk55lPr2Ffg5tjbT109ASxGzQYtUp21blYUmhn1Yw03jjSxreeFZ3IZwMqRVxwfebCcrQqJZt7RVZHT7wx6HdvnuB3b54gw6xlbVk637lmbr+BKQAHm7vRq5XYDRrMOhUmbdwTv6jAhlal5Ll9zexJ0dv+6qE2Xj3Uhlmn4t6LK7h9TQkfWVU8ni85aZrAWLh1VdGkiOOTaFVKVpWmYdOr6fSG2HyiM6WRviqFxPx8K3esLeHK+TnTOhRflmXWH2zlm88cGJBxLjOyK3ebQU1OH4tQizvAgxureHRrXVJfcF+a3H6K0wxDZvuuP9jK1QtzybJoafcE+fXrx/n168fRqhQsK7ajUiimdaOdQHC2szDfyodWFmE3aFhXnj5te0REisUY6OgJEozEiMVkMszaUf+Se4IRLvz5m1N+Up+fZ2Vfo/BDjydqpcStq4q5Yn4OJq2KNJOGdJOWSDTGo1vr+NWrx/pN4Tt/Zga3rS7ml68eY3e9q7dRTslXLp/F3FzrEM/Un3qnj+f2NvPo1lrqnQNj1owaJd4kYuWJu1aNuCEvFX728hF+88bxMe8nw6zl+c+unZJQeX8oypM76jnR1kOTO0Cz20+zK5D4/Zm08YuU5cUOlpfYWVwQ/91Nd94+3sFPXj7S76JKKcHcXCveUIT6Ln9KnleLTsUn1pVy+5pizDo1HT1Bfv7KEZ7a0ZjSBcVJUvErQ7wiPSfXwnN7h58+JxAIphczs8w8/ek1U36OFDFvE0S908cbR9qQgLeOtqNVKblxWT7nzcxMur3bH+bdEx2AhN2g5uevHKXDG6TVHUgqViYbIZDHn4tmZ/LgbcsH3B7uFQwqhcS9T+whw6zluiV5zMp+LxHFF4pQ3eFFpVAwM3vk09xkWeZ3b57gr29XD0i0KE4zcNWCXNz+MC8faElkz16/OI/7PrBoxM+VyrH8fXMt33/+0KgajCQJrlqQyz0XlY9bTvN4EQhHcXpDZFl0KKe5heIkDV0+Xj7QyvN7m5JG8a0ocbBlmOzik+Tb9XxsTQk3LS9INEVuONrO5x/fPWAEeyosKrDREwxzvE3YJASCM5n3LczlR9fPn9IseiGQJwlZlgddRg2Eo9z96C5ePTR9u6aFQB4fzFoVX75sJstLHOTa9AMsEkPx/N5mfvXaUZQKBZ+7sJzL5mUn3c4bjIvnojQD5lP2H4nG+k0IC0VibKnuZNOxDjYe6+hXnXvfwlz+5/JZeAJhdte5WFxoH5UYT5XDLd189rFdHG0dfjT4SdJNGv555yrKUrA1CQbHEwjzt3dqeOlAy7ADgRYX2NiVgk3nh9fN5wPLC/pdGLS4A5z/szdTGpwzGEqFRI5FR8M0GDIjEJxt5Fh1pJk0HGvtGfdhOFa9GrtBTZM7QCgS4zMXlHHvJTPH9TlGgshBniQGE8f1Th+3/3XrsEMhBKc/K0sd/OIDi8ixjs4jazOo+fjaUi6Zm9Uv9eC3bxzn2d1NvPC5dSgVEu/7zabE+ynboqPQYSDDrOVYm4fGLj+Xz8/h9tXFzMuzolEpWFeewbryDL5KvBHrWFsP1R1eqju8/OSlw3z3mnnMqkwtz3sszMq28K9PruayX2ygyR0Y/gFAR08IT2D65tOeDhxq7uYTD2+noSs1wZlKM+Gq0jQ+uGJgfF2mWUtJujElm0Qy8u16TFrVmMfXCgSCkbO2LJ2HP1bJ/iY37/vN22Pen1opsaTQzrrydNaWZzA/z4pSISHLMp3eEIZpbEMTAnkSeGZ346SIY6VCSjmGSTD+rCpN468fXT6mhoM1ZelJb/9gZSGXz8tOVOpm5VgS76mW7sCAxqp/7WjgXzsaOG9mBr/8wKJ+YjvNpCXNpGVlb8TbZGPRqfnZTQv5xN+2p2QtMmiU5NknrynvTKSq3ZuyOAZodQfIs+tpHOIxd19QlvR2hULinIqMEQtknVrBgnwbO2udiJhfgWD8MGlVXL0wl+I0AwUOA4UOA53eELf/dWsiUcagUfL+pfl89sJyJAm++9+Do36+ojQDH19bwrJiB8VpxqQ+Y0mSSDdpR/0ck4EQyJPA3ReU4w1F+f2bJyZk/8uL7czNtdLeE+T5Pg0rZq2K+flWHEYNbx6JR1MJJoZZ2WYevG3ZhHXj2o0a7Mb3RO7iAlu/3/VgvHmknYvu20CGWYtBo+Tja0u4fP7g0/kmi9Uz0nnjS+fx4MZqurwhZCAmy2w42j7AL33H2pIpaco7kygaIqknGQ0uPwvyrUMK5N+8fpzFhbakI8kPt4xMHC8usNHo8g86SU8gEIyOdeXp/PiGBUmTfz66uoT1h1q4bVUxNy4rwKJT8W5VJw9sqGJ7bdeIn2t5sZ2Prinh0rnZp00/xlAID/IEIcsyrx1qY2uNE7NWxRXzs3lkSz2Pbq0dcWbtUNxSWcgHlhdw7W8HLoVcuSCH335wCRD3QL91tJ2t1U621zg50NRNJCajVysJRWNEYzIFDj05Fh3hqExNp5euaTx2dbrxp48s5ZK5yf3CE0FnT5A1//f6iN9L3756DrevKRn0/l11XRSnGfuJ8cmkJxjhj2+d4MGN1QCkmzU8/9l1I/JxCwbSHQiz4NuvpLy9WiGhUinwD1PhL04z8L9XzeHC2f0zs4ORKG8eaefr/9mfiDDUqhTMzbWwsMDGnBwLVr0ag0aFUiHx5PZ6nt3TlPJYaoFAMDRGjZKvXzmHWyoLBrV/hiIxlAoJhQSvHGzlV68eS7ryY9WrcfvDKCRYUmjnwtlZrCtP562j7fx5UzUl6Ua+8765zMtLPWlpuiA8yFOAJEmsLU8nKsu4fWHy7Aa+efUc7jynlC3VnRSnGYnEZL745B6qO0Zuv1haZOdzF5azrjyd7/RZCllVmsY5FRnMyjb3a2rSqZVcOjebS3tFXCAcRSFJaHo/BA82d7OvwcXeRje761x0+cIsLbJzrM1Dtz9eebYZ1JRlmOj0hkZ1zGcyS4rsw280jkiSRJZFR+0QebHJGGrZ+4nt9Xz13/tYXGDjHx9fMSXZlCatinsvmckXLq6Y1rnBpxsWnZp0kzYhVofCZlCTbdGl5AGu6fQlndyoVcXPN3NyLDS7AxQ49KQZNLT1BGlxBzBqVZSkG1EqJNq6A1gNapQKSQhkgSAF9Golq2ak4QmEafMEB3wOSBI8cOsyVg9i2TuJRqWgusPLt589wFtH2xO3X7sol9Vl6bR1B1hcaKeyxMFrh9pYXmwnrY8tYl6elY+uKSYclbHqz7wihhDIE8hJUdqXbKuOaxblJb4/uQpRlmmioctHKBKj72eEQoJTPzNMWlVijCvA1QtzWVHiYGGBjdwUByj0FT96jZKlRXaW9oo8WZZ540gbv1h/DK1Kybw8A0aNip11XWyv7YqP+S20sSNJPNTZii8YJWaQJ2VSWr3Tx21/2TpicQzw9vFOuryhARXiDUfb+eq/9xGNyWyv7eKT/9jB7z+8dMoC3IU4Hn/On5nBkzsakt53/eI8Pn1BGd/970HqnL6UxLFSIXFLZQG3ry4edJsCh4E2T4DPPbabvY2uASseJ4ep7BLnEsFZzMICGzOzTKSbtKSbtGSY41+1agXeYARPIEJPIIInGMGkVXLF/JxEepE/FGX2N18C4sI5x6Yjz6bn9cNtLC4cPIs9GpP5w1sn+NWrx/rllJdmGPn6lXPIMPf3Bw+WqJTMYnWmICwWU8y7JzrRqBQsKbRxuMWDJxDhnRMdzM+zolcr+cq/9w2o0Ji1Kn564wIumzexXlJZlnn9cBuPbKljW7UTzyke5hkZRvRqJfubRtetfqahVkpctSCXX0xAjnBfDjZ185V/72Vvw+gj+SqyTPzuQ0vxh6I8sb2ef+1oGBDLta48nQdunThftSA1Ht9WR3WHD7Uy3tRy66qiUV1AHGhy853/Huzn812Yb+WbV89haVF8OEy3P8R5P3sL5zD5xbdUFvKNK2enlF9a3eHlrr/HEzROnaS3rMg+Kq+jQHAmkGXR8o0r53DVgtFP2oxEYzh9Iax6NVpVaufqhi4fX3h8z4AR8hfNzuS+Dyw6qyxtIgf5NOXhd2v45jPvjaBON2l5/9J8bliSx6EWD23dAc6bmTkp+bDRmEy7J0hUlolEY/QEIzy3t5k/vnWCubkW9g2Tq3o28dI96/oN/JgIojGZn71yZEyNn6mknpxTkcGDty5Do1IMuZ1gYnh0Sx1f+88+ID457p93rsRu1KCQpFE3wdQ7fTS5/MzMNvdLN4nGZBQSPPROTT/bVjL+cvsyLpiVNeQ2siwTisbQqpTIssxX/72PqnYv7kCYI70V6lyrLuW4P4HgTEGlkPjY2hI+e2F5YrjORLO9xsmeBjc1HV6e3tU4oOAF8NBHl7NqRlrKQvtMQHiQTzNkWebfOxv541tVAMzNtfDda+axqMDGrrourv3t23hDUfJsevLt+kkRyEqFRLa1f5JAeaaZlw+0cLzNy4wMo8h57uXbzx7gjx9eRq3TS6c3xPw867jH2SgVEl+6ZCbHWj28eqhtVPtIJRJww9F27n1yD7/6wKJJsY8I3iMSjXHf+iOJ7z3BCOf+ND6A430Lc/n1LYtHtd8CRzzqCeJNOl2+EP/e2cjj2+p444vn8cEVhTy6pY5jbYMPc1lcMLTn/uldjfx8/RFseg1/+1glVr2aF/Y10x2IfygXpxmwGzUYNUraPUHCwnssOEtYUeLge9fOoyJr4gYynUpnT5DP/XM3jcMM3rn9r9tQKyX2f+fSs0okD4YQyNOIaExm/cFW/rKpmq01TmbnWLilsoDrl+QnvMXz8qx89sJyyjJNnFuR0W9i2mSjUSl4+tNr+MlLh3lhXwt5Nh2NLlEN2lzlZOF3+ycGlKYbWVHq4NpFeVSWOMbFY6tQSFy5IGfUAjlVXt7fQtNlfvLtI4sKE4yNJlcAV58kmfbeceAalYJbVxWNef/eYISr799EVW/D7TWLconEZLQqJfd/cDHX/ObtpFO0LpmTNWTKSU2Hly8+uYdITKYeP+f/7E10akVCHEO8ua+m10M/K9sshoIIznjSjBq+fuVsrlucN6k9FkdbPXzwgS0pNehCvD9JiOM4QiBPMbIs4/aHqe7w8uV/7U1Ubb56+SzuOnfGgO11amXS26cKi07N96+dT0m6iR+9cIiF+fGYl/2NbqKiKJSgqsNLVYeXx7bWs6jAxveumce8PMuYTpSRaIwntydvuhpP7EY1W6udZJi14sQ5iRSmGfjcheX8fP3RxG2SBD99/wIWFdjGvP86py8hjgFauwNsqXKyvMSONxjljrUl/K7XwpNn03P5vGyc3hBfuKRiyP22dAdYXGgjEo0RjYFSKSEBGSYtRq2KTm+I473nOa1KQaZFi1IhUdXeg38cIzAFgunCB1cU8j+XzsJqmHxv7yOba1MWxxfNzmJ2zuRVtqc7woM8RfhDUf6xuZY/vBX/ADp/Vib5dj1qpYL3LcxNLIGeLrR5Alz323cSSzgL863sGUMT2dmAzaBmWZGd65fkc9HsrBH5fGs6vHzj6f1sOt4xgUfYn3SThi9fOosbl+WLlIlJ4qX9LTR0+fjxi4f7RaBlmrW88Ll1Y7LuNLr8rPnx60Dca/7n25axtdrJR/+6jVA0xucvKufvm+vQaxT84qZFLCt2pLTftu4AlT98bcht5udZUSngSIsHX68ozrbocBg1GLRKWtyBEU3+O9NQKyVUyuFzqAXTm1nZZn5w3fxEQtRkE43JrPjhaykJ5JlZZl783LqzzkonmvSmCbGYzFtH23lyRz1bq52cPzOT6xbnsaI07YyYOnPy9f1pQxX7G114guLknioqhYRerUSrVmLWqci363n4Y5X9hKgvFOGd4528driVp3Y2EpqiebwVWSbm5VopyzJxwazMCW9IPJvY3+jmqZ0NHG/r4UMrirhkTiabq53c/tdtA37f68rT+dtHK8f0gfbTlw/z2qE2SjOM/O5DSxPJNf/e1cjPb1w4ZIJJa3eASEwm16pDkiQ6e4K8sK+ZbTVdVHV4MWgUtHsGZqbbDWoqssxsrXYy2KfPkkIbO8+i6DeFFL9ASDPFJ14ea+vB6Q1h1qnIMGlp6Q4MSAARTF8MGiVfuLiC21cXT6kNUpbjArnNM7xALss08ezda87o2LZkCIE8TXjjcBvtPUEqssxUZJnOiDfiyfdPXyH3k5cOJ5ZmBaNjfp6V/35mbb/bntndyFee2jcgjm2q+cOHl0x45OCZjtMb4r71R3h0Sx3Lih2JKLaHPrqc82ZmEovJNHcH+OELh/qNGF+Qb+WT584Y9fjw5/Y2cfeju1AqJK6Yn8N1i3M5ryKTA03dvH2ig0vmZFGaEW8CDkVibK9x8vrhNt462p6wg83KNnPJnCya3AFqOryJTFUJcBg17K53JaZyqpUS8/Osw4rfebkWjrR4zrjmPZVCwm7UYNWp0GtUGDRKmtx+ml1+hrreXVpkoycYRa9WUt3hxe3vP+VUq1JQnGbkSKvwck8XzDoVaUYNH1heyCfPi9siuwNhWt0BHEZNv4EbnT1B3P5w4m9tPPnsY7t4dk/ToPdfuSCHG5bksao0fdDM5DMZIZAFE0Zbd4Arfr0RSZJ44NZlLCqwEYvJ/GtHAz9+6fCweaqC5Ji1Knb878UDbBf3rT/Kr187NkVHlZyZWWa+cvkslpc4Ji2y6EyioyfIBT97M9HEZtWrsOjUrCh18LMbF/XbNhKNsfA7r+DtU010GDW89aXzEoMDhiMWk3n7RAc6tZLddS5+8MKhxH0WnYqYHB/5fZKLZmdR4NDxrx2NeAIDo6GGoyzDiM2gISrLHGvx0JNiJbQozYBOpTztRd+SQhudPUFc/jBu/8h/fslYWGBlT72biiwTFp2aQ83dRGIxFhXY2VnXRVg0gEwr3rcwlwX5Vv76dg2NLj8KCe69ZCafPHcGCoVEizvAT146zH0TkKHfNyryVFQKiZ3fvPisyj0+FRHzJpgwMi06PnVeGfe/fox5ufGldoVC4qblBYSiMb7x9P4pPsLTE08wwmuHWgdUBq+cnzPtBPKRVg8ffWgbq0rTeOzOlVN9OKcd6SYtS4rsvHkkPurV7Y/g9kcwNLyXLX7X37dzrLUHvUbZTxxDvPp8/+vH+doVs5PuX5Zlnt7dyPqDrWypcqJTK2j3BAklEVHdSQTwq4daKcswjkocA1R3+iiIyYnUilSx6FSoFAoyzdqUloinK63dQcLR2LiJY4BjLR6UEhxt7R/Ft6XaSXGagU5vaNS/r7OBxQU2lAqJnmCEQDhKNCZj0Kiw6tVEYjEONLkJRsbvIuPZPU39qrgxGX768hF21HZx1zmlfOLh7fhCUb5x1RwcQyTEjIZVM9IG3GbWqijLMrGuPOOsFsfDIQSyYMx8bG0JVr2aR7bUcVufsbOXzMniaKuHF/a1pNxFK3iP7z13kHUVGf2qshVZJrItOlq6p1+c3rG207vSN1XIsozxFLuVWinx3WvmJr636TX9EidO5U8bqnhxfzOLCuzcf0o+8jO7m/j843sS36ebNEnF8VDYjRoYZc55kcMwqNd4KAwaFVuqncNvOI1RKyVMWiVHWse34dA3RNpHTaePWdkmTrR7RSU5CRVZJqo7vf0iFE/FrFVRlKYbcAEy3rx+uI2lRfbEhenbxzu4emHuuD5HcZqBQochMZFXpZB4+6sXCGGcAmI8lmBcuGFpPitKHXj7LM1mWnR895p5PPLxFVN4ZKcvTe4A9/xzF519Li521HZNS3GsVEhcPCd7qg/jtOTxbfU8vy/uK8626PjYmhL+/ck1rCiNV36e39s8oNEtGfVOP3m9eekn8QTC/SwUaUbNqHyO9c7RCzy1UkF1h5cMk5byTBMl6UbShqiSScCyYjtKhcSyIjvFaQYyzVoWF9hQK0+fZuZ0k4aiNANHJlhkJeNwSw/z8qyT/rynIgGL8m0Y1NNHapxo6xk2/cUTjBCKxJjo3vlcqw5VnyeZiHAgSZK4YFZm4vvzZoqqcaqMSwVZkqQawANEgYgsy8skSXIAjwPFQA1wkyzLXePxfILpyWBpBjaDGpNW1c/XKEiNVw+1cdF9b/G/V80h26Lju88NPQJ4MpEkqMg0U1liZ06OlU3HO6ju8FKSbpzqQzutuLmykCsX5OD0hiiwGwakUszPs/K+RbkYtUo2HuvoF/d2KpUl8TipcDTGnnoXj22tI9OspchhYHe9i8I0Q6IBcCQ4faFRDwKqdXpZXGhjT72L9j4XezaDmnxbPNpSo1IgE4+lUkqwtWbgR4UnGMFh0NDeE2Sie/cyzVoKHAYanD5icvy9XuDQE4nKHG7xJB2gciodPSEUkkRliYN9Da5Jz3jeVeeisiTe8DkVk04lYFGhjV11LrQqBXNzLRh6m8CaXP4pGSpl0ijJsOgSOdxDUdPpo7LYwdaaiVnFUCslfvfhpRQ5DPz+rRO4fGEON3u4asH4P9f7l+bz2NY6PnthOXeeUzr+T3CGMi5Ner0CeZksyx19bvsJ4JRl+ceSJH0FsMuy/D9D7Uc06Z15yLLM3gY3J9p7eOidGg40dac04lgwfbEZ1Hz9itlcPj8Hk1bFD184xJ82VHHPReXcc9HQQyQEI6emw8vn/rkrkStu7PUhZ5q1zMgwYdQqicmwekYa58/M5BtP7ycmy7R5gv0qz0WO+FLrxhFkZ+dYtRQ6jLh8YSQJ9GoFja7AiD3BlcX2pKJ3NMzJsXCwuXv4DUeBzaCmIsvErlrXoAkaWpXErBwLCkmi3RMkz6bH5QsRk+PnuzSTlppOL1kWHZreiK89Da4pszvMy7Wwv6mbHKuOwt58/UA4ClLcH93iHplQLXYYUKkkjrcNLbiHmpCYY9XRPMLnHSsKCWbnWDjQNLL3TlmGkeMTcHExK9vMS/ecA8DPXj7Cb944TrpJy9tfOX9CBjK1e4JkmEefm36mMlVNetcA5/X+/2/Am8CQAllw5iHLcS/tngYX8/KsXLsoF4dRw/baLnadRTmn05miNAPnVWRg1qnj1UtZxh+O0uYJ0tYdpL0niF6tTFTVPn1+WeJE++K+Zv60oYp15elcsyhvil/Jmcf2Gidf/tderl6Yy7JiB+dWZLCs2E44KmPV918mjcZkfvjCId6t6gRAKdGvAtbg8pNt1aX0vCfj2PY3ddPs7l9BK003UpRmQJZhb4NrWD/z/DwLziH8niPlYHM3JenGfh/222ucY6oqryhx4PSGsOrVbK0eWsgHIzJ76t8bgnTqQJOTYqq1e3r0XezvFYTN7sAAUVpg17Ok0Ma+RveQAj7TrKU43Ui900dNr5c1w6zFqFHiMMb98ad6eiOxGAaNMml+c7M7wNxcC0aNEqcvhFWnRqVUEI3JxGQZtVJBo8uf8rAYtVJiXq4Flz8yqB2pPNM0YnEMYDVogPEXyH3/fk/OQejoCfK3d2q485zxn5YrxPHIGa8KcjXQBcjAH2VZ/pMkSS5Zlm19tumSZXnAOBlJku4E7gQoLCxcWltbO+bjEUwvwtEYVe1e/r65hn9srgPgngvLKcsy8atXjyXyVAWTz7rydO6/ZTE2w3ue0Bf3NfPM7iZybDqunJ/D0iJ70sl5Ll+Ii+7bQEdPELNWRSQm8/xn15Jh1uILRcmypCbGBEMTicYGDBsIhKO8friNi+dksaO2i+f3NvPi/uTNsA6DGoteTYFDTzAip2yxmJubWrVtRYmDhi5fvyVzjVIiFJVZWmRnZ23XqJr0RkKaUYNRq4qLAFlmxwguvpcX29nWW93WqqRxTS84XZidY8asUxOOxOjyhRKJIzMyjFj1avY0uIdd+VMqJOwGNdkWHVq1kj31riHtQMMhSbC00D5o9V2tlMiy6Mi16Tje5k1Eis7NtSDLMiatCkmS6AmG0aqU7G1wj+p4dGoFC/Nt+MNRWt0BWscpUeWOtSX871VzAPjB8wd5YGM1EG8QfPNL5/XLSRZMHBOegyxJUq4sy02SJGUC64HPAM+mIpD7IiwWZz7VHV7+56m9bK12UpJu5JPnzUCnVvLYlrp+DX7ThVSaJkLRGEdaPBPuixwvFBLcde4MbliSj0Gj5OndjTR2+XH7w8zMMnPHuhKUCom9DW62VjtZXGhj9Yz0fvvwhSLc88/dvHKwdcC+DZq43/xLl87k0+eXTeZLO6OJxWQ6eoI4jBpUSgUX3fcWdZ2+xGCOVFBIsDDfhlqlwBuMDCuAK4vt7KqPC5TZOWbc/jBNfYTwogIbx1o9eENRitIMdPaEUCslunxh5uZYkBQS+xsnd+T80kI7O+pSt3P0FcgCWFWahkopsa3GSWCSfdPJyLboMOlUqJVSIu2lyeWnaQiLxkT+ThfkWWnvCdDsHptQfvhjlZxTkQHA+36ziYNN3fz+w0s53tZDSbpBDF+aJCbcYiHLclPv1zZJkv4DVAKtkiTlyLLcLElSDtA2Hs8lOL0pSTfy6MdXsLvexfN7m3hpfwu/uGkR6UYNH3xwy1Qf3qgpcOhJN2rRqBSEozGOt/fQ7Y+gUtBvQtZUV6g0KgW/vnkxKoXEj144xBtH2voJ+102F+fOzGBBvo3lxQ6WFzsG7EOWZb70r70DxDHQb8jElmonRWlNXLVgfGOLzkZ+/doxfv/mCfzhKGqlRKHDgNsfHpE4hvjvZ1e9C4jHXQ2FJMWXBM1aFTk2fUJMpxk1lGeZ2FbtZHfvviBuNViQZ0WllAhHY1h0ajYcG9zvXODQk27ScqL3b2W8GEkSQJpRw94G17g99+nM0kI7kgTvVnWi1yiZkTE6S8J409IdgBEcRqFDn/DrTwR7G91oVQocRs2AQVhmnYp8m55Ob2hIn36aUUNlyXvnVqc3xGXzsrl4ThYXz8masGMXjIwxC2RJkoyAQpZlT+//LwG+CzwL3Ab8uPfrM2N9LsGZgUqpYFmxg931Lv6+uY7b/rqVP31kKRadKumggtOBeqe/XxSWQiJxAs216si06AiEoxxt9VCabiTNpOFQU3fKU8XGA7NWxa9uWcST2xt4cX9L0m0evqOSGcPEgNV2+thZO3R1xqxVseFoO95ghCvn5yS1aAhSZ0mhncoSB9tqnPhC0TEnEuTb9Rxt7aHAoafLG6In2P99aNTEG//2N7rxh2P9PMRufwh/KMqyYgdufxiLTk2bJ0BNpy8hviEuFs6ryKDTG0KnVqCQJALhKDq1khPtPSgliXqnj0A4RnmmCX84mrLnNBml6UbsRk1Sz+tgdHpDLC2y0+IO0BMcv0l3pyO1Ti8dPXHB5w9FOdDUzbw8CwaNiqYuPw2u8c1ynijSTFqseg2RWIxAOEqGSQuSxL4GN/7w+Jxvg5EYC/KNZFniNgijVkVbd5A6p48uf5gu3+ATZDPNWh75+Ap06vca8bIsOq4Y5bh4wcQxZouFJEmlwH96v1UBj8qy/ANJktKAJ4BCoA64UZblIc1vwmJxduEPRVn2/fV4Q1GuX5LHthrnmPJWTzd0agXzcq10+UITHsFUmmHk21fP5eF3anD544kEJ9q8OE85kf/k/Qu4aVnBkPuKxWS6A2EiMZloTEYCTDoVTS4/n31sN5fOzWZZsZ0PPbiFNKOGd7964YCR2YLREY7GeGpHA9977uCAiXqpUlnsoM0ToKU7QDASi0eRFdkJRmO0dgeRgHZPAI1KgS8U5VT7Z5pRg9MXYqiPDq1KIt2ko3EYUVWeaYqL5EiMhfnWUVf+5uRY0KgkGl0B2kfpEU03aVArpTEvnZ8O5Nl0ZFl0dPnCNHT5mJFh4kR7z6CNegoJ5uVa2TvJdpnxpMChBxnqx3ARNhx6tZJcm27Q83meTc8jH19B8SlRmJf9cgNuf5gn7lpFQW/SiGBymHAP8nghBPLZxyf/sWPQaubZxKICGweahu4kHwsL8634QlFaugOJEbQrShwDJpWtLUunssTB/Hwr55RnJLqrZVnmb+/UcPuakkGfo607gNMXYla2hV11XTywsYrzZ2Zy4zCCWzBy9je6+eADm0e84nIyF/dUrHo183ItBHsbagPhKPNyrfQEIzS5fLj8EcozTZh1KvRqJVuqOxkqCnhxga1fNXkolhXZ2V7bhVIhsaTQxraaLlaUOFArFWwaJJJuYb6V0gwTZZkmPrAsnyd2NPDaoTZ217vGFCO5rNjOrjoXc3MtXLUgh6sX5lLv9HO8rYdoLMb/PnNg1PueTpz8mUPckiLBsD0UfaexnS7MzbVg1CqJv0IIRaLsrp84kb+4N/d5MP7zqdUsLhzYirXmx6+TY9WhUEg8cdeqCTs+wUCmKuZNIBiWU6+kz1Z217sw61QsKjBPSHPJngY3y4vtwyaGbDrewYJ8K0dbPDy2pY58u4EvX1rBAxuruf+N45h1aq5fkpfUMpFpiVtJABYX2vndh5aO++sQxJmXZ+Xvd6zgxj+8OyIfcr3Tx8oSB5urnWSZtWTbdKgkBR3eILvrXf2q0ifj4ZYW2tlV38Wx3uah5nAMi15DaboxkTAwK8uE1aBBo1TQ3hNMWRwDRGWZAocebyBKvdPH9UvyuO+mRfQEI2w42s7xth72NrjoDkTo7Aly17kzBqxy9AQi7BjG9pMKvmCU3d+8GHOfSWM5Vn3CL/qTl47gmYbNxCPBpFGyv+k9kSjLpJQykmPVnTYCOd2kwaRVTbqHeqiLs7vOKU0qjgG+cHEF1y3Om7B8b8HoEAJZMKXkppjLejbgCUTYXe9iebGdeqePlnHMUV2Ybx1Q2egOhNGpFAT6lAIlCX735gkUElRkmdnX6OYfm2sJRWOcNzODWTlm4SeeJizIt54sjKVMszuAVqUg06zF6QsNGVn1wRWFXDQ7k5cPtKBQxD/8G7r8ieYjpzeeWOEwqjFoVYnViKWDiIDB6OwJkWnW0a0KMyvbzP/dEB8lZtKquGJ+Dn/ZVE2d08fR3pHN26qd5Nv1qBQK5uVZeHpXE79/68TIfhCncNWCHD64opB5edZ+4hjA7QvT0h3AoFEOKY4LHHqyzDpC0Rh7J7BJbCwY1Arm5FpGNbRl+qw1J8eoUVKWaUKrinvcT0bVTTQqhUQkJrOwwNovH/skCgm+c808PrKyaNB9LMi3olBI02I8uOA9hEAWTCknm0IEccJRmW01XSwssI5IIDsMGspOSSU4qZ0auvxJvZ2Hmj2cPzODb79vLhlmbTxm6M0TvHY4nmzR5PKzpiydteXprCvLoDBNeOOmE92BCKEURh6fikWvTkk8fOvqOWhVSmo6fNy6qphvP3uAcDTGvFwLze4AVoMaq16NUvFe/BbAjrquQa0cyahz+nB6Q6wtS+d/r5qD+pTM5xuW5OMNRvj5+qMoFRKeQIQDjd1Uljh490Qn960/MqQfejiuWpDDr25enLAT9aWhy8fa/3tj0McWOvRY9RpqO739GnUL7HqyLDp213cNaUWZDObkmNFrVHT0BKl3+kY90XBrtROLTkWWRYdJq0KtUhAMRyc0MWIw9GoFc3PjojIQiqLXKDnQ1D2px5Jri09KrOn0kWXWcrx14OqcUaPkNx9awvkzMwfdz4EmNzf8/h3uv2WJSLCYZgiBLJhSTpclu8mmbgTVjyWFNo619aQsSCDe1HTTsnxuWl6AQaPia//Zx6Nb4kNcVs9I42NrSjhvZsaAARWC6cNom9GaXQFyrTqa3AGWFtmxG9S8frh/3J9GpaCtO0iBw8DH1sZ959+/dj6X/XIDFVlmOr0hOvtEXC3I71/52lrtpCzThFWnGnRoh0oBCik+UGT1jDT+8JHklhyrQc0VC3LQqhVcvTCXHKu+3/1vful8XjvUylM7G9lwtH3EP4+lRfak4vhHLx5i84nOIR9r1avZl6Rxrb7LT32Xn3SThiKHcUS5zONNMBLjYPP4PH93IEJ3oL8QLM0w4jBoONHeQ9c4Tkwcijm51oSHeqpw+cKEInFLUrKVmByrjj/ftpw5uZYh97PpWAeBcIy7/r6d21YXc/vqYorSjOyo7WJp0chWYwTji2jSE0wp1/xm05RUIE4Hcm26fkMZIL5EmmPTJ7JeHQZtwis6HHNzLVy/JJ/zZ2ZQekqU21f/vY+Nx9r50qUzed/CXGGjmAJiMZk3jrShVEgUpxnRqhXIMtgNGvQa5YDtf/jCIf60oWpUz7W2LI2LZmdx2+piJEmi3RPke88d5Nk9TYltMsxaPndhOR+sLIyPIAee2FbP1/+zj8VFdrbVOBOVW6UU96CfOsp4To4Zg0aFQiERjcWIxUDVO0ikttOLQaNiZraZm5bm8/4xNnPKsszz+5r51jP76fSOTKj95oOLB+R1y7LM5x/fzdO7mwZ5FMzLs7C/cXjfaGWxg4NNbtLNWoxaFSqFhFIhcaytJ9E0O5GMJSEkVZYU2tg5ggmGY8Fh0BCKxhKZ61OFUaNMmiYzM8vMw3dUpjRN9FOP7OCFff0b1fNseprcfvZ9+1JMWlHHnEhEk55gWlLV3iPE8SCkGTVJK4Tz8m2nVIpTi4ebnWPh8btWDXqy/dH180dzmIJxYsPRdn7w/CGOtHoG3CdJkNtbNQ1GoqiVCtRKBWlGDQpp8PSBRQU2LpqdyeJCO9GYTG2nl9pOHwUOAx9eWZSomoYiMdJNGm6uLOgnkNs9Qb7x9H40SgU3LY+L15uWF3BORQYv7GtGo5TYUesiw6whGIlR4DAQikQpzTAlGk1VSsWQlT63P0xlsWPM4jj+c5K4akEulSUO/u/Fw1R1xP821EoFvt6pgYOVg44naV6VJIl7LqrgRLs3aZUYSNmYe/IitueUlSGbQT3iyX8Qr04WOAzEYjJV7V7C0Sg6tYpoLNYrHN8TbQoJtOqBF1jjza56F3NzzRxoGvgeHk8qix3saXARnCLviiTFGxvNOhXBSIzbVxfz+uE26pw+MsxabltVxK2ri7Gc4mXvSywm89V/7+N4ew8Hmvq/twwaJcXpBq6Yn00wHBUCeQoRP3nBlHGkZWJPpKcrKoVEhlnbbwk706ylJN04akvKR9cUixPtNMakUyUVxxD/ME6WJ1zn9KFXK5mRYcSojX9Yy7JMVYcXh0HNN66czbJ+kxAzBuyjocvHrX/ZykO3V7KqNI17L67g5+uP9tvmBy8cIsemY115/PHZVh0fW1vCjcvyeW5vE5tPOHlmTxN5Nj35dgPbaroScVfuYZbcFRJ8Yl3pMD+dkZFp1vHzmxbR2RPkQw9uYVeLCwCHUU15pplYb9l7T72LUG+s4uPb6rlxWQF5tv72jeJ0I//9zFqa3X4u/9VGXKe8ntgpK7BlmUbsBg3d/sigv8++uHxh2jyDj0w+SWWJndbuIDa9Gp1aSTAS7XehLEng6SOKJSk+rGd2joVINDYi+9VokWU43uZlYb6VmCwnLuRispxYOTj503L7wsP+fOwGNTlWPUoFKBQSOpWSZncg5RWziUCpkFhaZCcmy5i1Sr5/3QLybHruvaSCOqcv0SQ4HC/ub+Hx7fUAXDgrk5buAAeautGpFTz6iZUsKrBN8CsRpIL4xBRMGRfMzhx0iepsZk6uhb0NbmbnmFErFNR0emnzBIccXTocrxxopSTdmHR0tGDqSTdpWFxgQ6mQaOkOYNapONQ8vMDyh6PsTxJl5QlE+k3qGoyjrR6q2r34whEkSeIzF5azoMDGvU/soaMn/n5z+8N85M9buX11MXNyLZxTnkG2VYdZp+aWyiJuXl7IrBwLP3n5MPk2HZXFDprcPtQKiUyLltokF3UlaQYyLTqiMZmXD7YMOpxGluWEv76zJ0RUllErJK5YkDPsxMc0k5brFufxoxcPA+D0hvvlfs/PsxKTYxxp8dDsDvCRB7fwxF2rSDdrB+xLQmJ5kZ2Vpen8fXMNGWYtO2q7EtX7kwkWu+pdHI/FK9epNioGI/HGx2S/x1nZZvRqJS5fmNpOH7WD7ONUp6TcO/LdG4qSxF49YQQjsZRXBQsdBrItWvzhKLIcL5jk2ePjx+u7fLR2ByfN0zwYJxMqcm06MsxaTrT2UN3h5Te3LGZOjgWzPl4lNuvUzM1NPYFC7r1UMGiU/PTGhdgNarZWO4nEZCGOpxHCgyyYUtb8+PVhp22djZi1qjHlrWpVCkrSjWRbdSzMt+EwapiXZxVNH9MUfyjK6h+/lhAEWpWEzaChdRRRf4UOA9+7dh7nVgysGJ9KKBLj8W31fGRV/wiqLm+IX756lNePtNHkCvTLd73znFI+sa6UjD5C0huMsPh768m16volZFRkmdCrlYlKYjgaIxSR0akV7Gt0E5PjFwcfWlHEbauLUCoUmLUqJAnePNLO/710mMODrDStLHVw8/JCzq3IwG7U9LtPlmU2He/gr2/X0NYb0VbV4aXTGyLNqCHPpqfR5ack3UhPMEJbd5DSDCPdgQj//MTKpPt7+UArl83L5sV9zXzu8d3Mz7OiUUqJi5FTrSQl6UaisRgS0OUP0z3EGOviNAONXX7CvT9nu0FNnl3P/sZulhbaqHX6yLPrqenw4fYPLxoX5Fupc/oGVLynMw6jBqd3+qQapZs0aFQKMs06lJKUsMF895q53LqqeEz7dvlCbDzWgdMb5PJ5OYn8eMHkIzzIgmlJMBKl03vmj3UdDaMVx1qVgnx7fLBBocPIDUvyxMn3NECvUTI7x8I7vakJCwvsI14W/8LFFdy+ZmjvY19iMZnvPXeQ9QdbmZltTgzDALAbNXznmnl8h3iX/c9eOcLu3uEff9pQxV/fruaK+Tl88ZKZFDgMNHT5CUVi1HT6OKc8HV8oyoEmdyK7eEG+lfNmZpJj1dHk8rOzrguFJPHZC8s4b2YmJq2Sjz20nd31LhQSGLWqYZvXNlc52VzlROodg2zSqqjviotzSWLA2HqDRoFepaCjJ0SaUYvbH+Zoqwd3r3A9aWn60r/28qePLE00Jsb3J+Ewanj5QAtWg5qF+dZhB/pUd7zXH+AwqtEopYSl41T6XlQsL7YTicn4Q1FWlDjwhiJ09ITo6Alh0igpzzQlHfiTZtSgUkp09ISmbQ7zUEymOC50GHj/0nwe3VJHS3d/i4terWR+voXjrT00uQL9GqULHHpm5wydSpEKoUiMbzy9H7c/TJsnyJcunTXmfQrGHyGQBVOG2xdGrVQQCE9xUOgZhMOoYf3nz+334S6Y/gTC0X6DXEY6LvnWVUXcfX7ZiH7vCoVEo8tPS3eAv71T008g92VteTwL+6cvH+bBjdUEIzHuOmcG5VkmvvLvvfzPZbMoTjdSlmmizuljb6M7Ubm8aVk+u+pcdPlCfGRlUaLq/N89TXywspC/vVvLKwda8YejCUEZkxlRsoMsM3gTXR/84Rjz86wcbHJzpNXTb9xyXzYea+eHLxzisxeV97vYeGpHA0/uqB92JHMynN4wlcX2lDKIt9V04TCokRQSTm+IkjQDlcUOYrJMk9ufEMcFdj2ZFh1HWz0oFRKSxKhWHM4mDBpl/EJydTGxXlvH8/uaE/cXpxkIRmJsre7/e0ozarhgViZfv3I2NoPm1N2OmCOtnsRKwJPbG/j8RRUiUnMaIgSyYMrItOj44XXz+cxju6b6UE57TnrlLpmTJcTxach/djXiD8e9+GWZRk60Dz0SvC/pJg1fu2L2qH7vht74uEzLQN/tqXzp0llkmLR8+78HsRnUXD4vh8vmZSPLoFMr+fenVvOpf+xk0/GOxGMONnfz7N1r0akV/aID001aPvHw9kmN6ZLluOd6dVk6vmCUmCwzI8PIiXYv6SYNZp2K6g4fiwpsfOOqOQMe/+Mb5rOtxplIxxgpW2u6WFZk50irZ9ALgKLewSPBaAylJKFRKQjHZOqc3sRQJUmK//w6vSHqu4Q9LVXSTRr+eecqyjLj3vU/vnWC5/c1szDfynWL81hQYCMWk3lqZwP/2tFAuLfaPzPLzNOfXpM0anG0lKQbE/9v8wTpCUbGRXgLxhchkAVTysmQ/pFWzARxrHo1wUiUBXk23rcol5uXjz0uSzD5/OzlI4n/N7sChKKpr6poVUoio/z7uWh2FosL7Zw/c3i/MsBHVhXz9821/PXtGm6pLMTYJxnFolNz66oi3jnRkaiy7m/s5p0THVw4u/+EsNk5ZgodBg42D58hPJ7YDBo2HO1gebGdWAw0SgWVJQ72NbgoSjPQ5AokBqOcSkyGT5xTyo9fPJySDzgZ22u7cBjVzM+zsC9JfnKGWUed05e0ITfTrCUYieL2R1ApwCeam1Pik+fN4JzyjERPBsRXaCx6Nb/8wCKuXpjbb1BMjk3PE9sbEt8HInG70LJxbHDeXPWefWpWtlkkDE1TRE1fMKXk2vT85IYFU30Ypy1ZFi0VWWa21jhZWZomlulOUy6cnYlaGf+QzrToEtWrVCjLNI36AvPaxXncsbZkwOCYZMiyzKFmN7IMr917bj9xfJJL5mbzjSv7V1//76XD7G1w9bvNE4hQ1ZF6lXy8aHEHyLZo2VbTxe56F8daPWytduIPx3B6w1w4O5NL52YnfaxSIXFLZeGYxYzTG2ZfYzcVWSYWF1jRqt4TZ9truyg6ZaR7eaaJskwTbZ5gwi/d7A6ypNDGwoLUkxPORpQKiYvnZLFqRlpCHJ+8/ZbKQq5dnDdgiuLD79T0+3sKR2N869kDvHqodVyOKRyN8evXjgFxT/PDH6sU5+1pivitCKacG5bm84sPLJzqwzgt8Qaj/PC6+XzqvBmJpUPB6cdP3r8w4QFu6w5g1afWaKeQ4IfXz095+5Fwzz93cdX9G7nxD+9w3k/fYN63XsblC/O7Dy8ZMkLuQysL0fe5327Q8Mjmun7bOIwaLhtEiE4kCglCkffET5//Ut3h5eUDrTS7B7ctyLKcaCyelW1iebGdebkWZmQYWVHiwGFI/fdwtLWHXfVulApFP/93XyuKXq2k3ukjEIqiVfX/uN5Z5xIrb8MQjcnc8dA2vvD4bjp7YwuDkSgv7mvGO4i9J9em56oFOVwwM4NlxXaaXPGM4i8+uWfI90Yq1HR4uflPmxN59jctLRBN1NMYUdcXTAuuXpDL7988keh6F6RGo8tPizvAPRdVTPWhCMaIt3fQw7JiBxuPtQ+7/afPn8En1pWOyLvY0ROkoyeIUaPqnXwX4/XDbexvdHPt4jwKHPrEoIMvXjqTZ3Y38ezuJmo6feRYdawpSx92DLlWpeTaxbk8trWeQoeBL1xcwYrStH7bGLUq7rtpEdWdPvb0pmOMJzq1AotOjVmnwm7QIEmgkCT84SgmjYp3qjqTPi4ak7n8VxtZXGDjMxeWs6SwfyyiJElcNjebBpef3XWuftaWE+1e1EqJskwTaUZNv8zlZNgNakozTLS4A4BMZYmDcDRGR0+QymI7gXCMvb3Nh01uPzE5LvCXFztw+cJoVQp0GgUZJi3tPaI5bzC6fGH+3evxv3B2Fr9/8zgn2r2YdSrKM0387kNL+1WXb1tdzG2ri3H7wlz9m02J212+MN9+9gB//EjSRLBB2VzVyYoSB//YXMsPXzic6DWAlAcxCqYIkYMsmDa8e6KTWx7YPNWHcdpx0ewsHrxtZCdtwfSj3hnPuD25EvCJh7ez8Vi84W1deTrFaUaisoxSkihJN/LRNcX9xGooEp+YVt3ppdUdoM0TiA+LCEYxaJRIUnxgTCQmI0nxpXuFQuJw70CSRQU2zilP5wuXzBxwbA1dPl471MZtq4tTei2t3QG+/ewBXjvUxqavnE+mOXmVbH+jm39uqyMmw3N7mugOREg3abl8XjaeQJgX9rX082NftSCHLIuOY209bD7Ryfx8KyqFhCcQxqRVgwShSJSDTd2EojIFDj2BUGyAgJyVbR40X/kkSoXE6hlp5NsNpJs01Dl9HGnxcLTVk1KSxdxcC95ghI6eYL/RzydZXmwfNiquL0uLbCiQUPT2bHQHwhxt7cGsVVKcbkzqaRYkJ8ui5YOVRczPt7CiJC2pXejlAy39RpZD/D1x6LuXoVGltvj+1tF2bvvLVgodhqRTUF++5xxmZptH/0IEY2aoHGQhkAXTiq/9Zx+PbqkbfkNBArNOxd5vXTJsZU9wetHQ5eNbzxzgygU5XL8kf9DtfKEID26s5oENVSPOz04zavqNNN/9zYvHtZs+GpNRSKT03uzyhnhhfzOLC+zMyY1nzR5t9fD83mbsBjW5Nj0Xz8lCkiSq2nv4zGO7qOnwDjqJ86S1NJmYLcs00uQKTEqj24oSR79qcp5NT65Nx+GWwdMsTqXAoaerJ0TPIMdbnBbPoh5ts+bZRHmmiV/fsnjYPOP9jW6uun/TgNsPf++ylKZUhiIxLvvVBqrak6eeaFUKdn3zYgwasZA/lYhBIYLThu9dMw9PIMJ/9zRN9aGcNqgUEqFoLLE0LjgzkOV4XmpoV4ySdCPhqIzDqKY03UQoGuPPm6p5bGsdDWOI+ko39RfIv3vzBF+7YvZ4HD4Qr7iFozF+9sphzqvIxB+OUOgwUugwDKjC2Y3xiXp9qcgyk7VWx5EWD4FwlJ5gBLNOTZpRO6Q4hrgoVyskApGBiSDH27yYtEpMWtWER80pFRJLi+zUOX0UOQxsr+0a8fTQJlcgEcmXjJpOH1qVREWWGbtBwztVnQPGTwvga1fM4o61pQMa85IxJ8eCQaPsdxGVZ9OjSvLY1w61srfBTXWHl1qnj0yzFpVCGlQcQ3x4jkY0501rhEAWTCuUComf37iQ1w61ihijFMiz6fnVzYuEOD4D+b+XDtPQ5aehy5+wWgCYtCrm5Vn6RUWNBpVCov6UZd+KrPFf7lUrFdxzYQVHWz28e6KD2k4fK0rSElXioWjtDvDxv23HpFPx8bUlmHsHd8jIQ4pjiNsoDjQNbjsoTjdyom10mcYjobMnxJHWuJ2jPUl8WypUZJmoOSV/2axVEY7FEoOWghEZnVrJlupOlhWNzL5xNlCSbuSWysKUxDFAQ5c/8Rm0MN/K5fNzuHhOVr/EiWhM5r71R/jtGydS2udJa9MNS/K5aVmBSK+Y5giLhWBasrXayd4GF68caGVrzdiEwJlIWaaJX9+8mNk5ZmGtOANZf7CVTzw89LlwLM1ZKoXE/Hxrv+l9n7mgjHuT+I+nGm8wgk6t7CdsntndyM9fOUKdM3klttBhwKBRDukzzjRrk+YNjyfpJk1iwMdYWFxgY1efZka9RolepcTpC5Fl1mLSqWjvCdLtf68avqzYznYhkvthM6j5yQ0LuCSFBJVQJMZTOxsoTjOystQx4Dz7xuE2fvDCIY639ZBj1XHd4jy8oQizcyw0OP385o3jAHxwRSFfvnQmeo0SjVIhztfTDGGxEJx2VJY4qCxx8PF1pdQ7fXztP/v6VdHOVgodBr582UzWlWdMSLSXYGppcQf4w1sn+Mfm2mG3zbKMXiBb9Op+4hhg47EO5uZauGxezqj2OVGc2kDVE4zwvecOJvVulmea0GuU7G0YevS0BJh0qgkXyHk2PS5fiCQuj5RYVGCl3unvJ44B/KEoeTYdTl+IVk+Q1iSvQ9QmB+Lyhblv/dGEl30oNCoFt1QWDrg9FpNZf6iV/3lqL1+6dCYVmSae2d3EUzsbaPcEqcgy89P3L2D9wVZuX1OcdB+C0wMhkAXTngKHgYc/Vsn9rx/nvvVHp/pwpowsi5Y/3bqUWdnDL00LTi9iMZkfvHCIh9+tSXlIyFhG3zq9oQEpCrvrXdz7xB5auwOsnpFOWaZpWla7nt3dyLxcK28efS8KrzTdSKZZy+ZhotVOIgPBcAy7QU2Xb3RT8VIhHI2NWhybdSpUCkU/j3j/+4e+QO70hlBIyZsUz2YOt3h4+UArl80beQ63LMvc8Id3EheXP37xMP/8xEqe2N7A5y4q59rFeciyTL7dwEv3rJuWfz+C1BEWC8FpQygS4xMPbycQjhKTZULRGKFIjEPNQ8c1nQl8Yl0J91xUkTSOSHD688tXj/LLV4+N6DFqpYROrUw5CSEZlSUOtp4iKk/eZjeoiURl5uZZuHhONlfOz+mXF5uMY60efvTiYfY3usm0aKnINPPta+ZiGUbMpYosy7z/D+/0NtdFafcEyTBp2NErWAoceuoHsV0kQ62UWJhv40R7z4QI5VTi5AZjWZGd7bVDWyRWlDjYWdc14KLKrFMxO8fCjtouMUwkCekmLS/fs440k3bEj337eAffeHo/1R1e7AY1m792Id3+CGadKqV0C8H0QlgsBGcEGpWC+XnWhLcL4lE5DqOGGRlG/OEoh5u7B63Y2A3qxBW9c5CqzHTkp+9fwI3LCqb6MAQTRDQm8+T2hpS2PTkowukL0ekJ4hyjqNta7exXSV5R4mBbr+f/pGDcXOVkc5WTHzx/kFc+fw5lmckb+eo6fVz9m02JprE2T5D9jd28faKDdeUZzMmxcMGsTIrTjaM+3j0NbhSSRLM7kBgqVOeMDzHJs+mJxGRyrXp6gpEhG/ROEo7KbK/tYn6eZUIE8uEWD2adasQXMZIEPcHhjycak9EoFYSj/RsWPYEIh5q7hTgehI6eIB9/eDuPfnzliFdi1pSlc0tlAT984TDXL8lHq1KSYRbC+ExECGTBacVH1xTz8Ls1dAci5Nv1PP3pNextcPHgxmq21XRh0CiZn2VGpZQSMUcnV7kONXsSHzqLC20ca/EMmis6XbhucZ4Qx2c4rx9uSyn2y6RVEQxHh53QNlJOTvaalW0ect8xGb7+n/38v/NmsKTQPsAD3xOMJMRxX1q7g/xrR/wCYMOxdjp7QsRkmdIME+vK0zl/ZiYZZi2yLPPW0Xae2F5Ptz/CogIbH1pZiN2gQadWEoxE+c3rxwhHYlT3JjqYNEoyLFqqO3w0uwP9nrc4zYDDqGHnKV7rZIwlKm84itMMhKPysJXk+XlW9Bolh5rcvdsPPVXUoFEOWWGelW1mb4Ob4Gg9Hmc4u+pc7KrvYvWM9BE/ttsfoTTDyO0pDs4RnJ4IgSw4rUgzafncRRV877mDNHT5UUoSF8zKItem57JfbsQXig5oaEnGrjoX6SYNOXY9x6bxeOvKEsdUH4JggvGFhq8uFqcZyDTrJiTRpbo3q7UxBZG4pdrJlmonSoXE8mI7F8/J5sZl+Vh06pREfkOXj+O90WoHmroTeedLCm2EojH295kGt+l4B399u5qYDEVpBrp8IXKselo9gYSloCcUJUuSklZpazp91HT6mJNjps0THDJNwh+KjskOMRT7GrtZMczfcTKry3DMzDIPea7bVtNFrk1HllmX0jnxbOOaRbmj7ue495IKPnthecoT9QSnJ0IgC047PrKyiEc211LV4WV/k5t15RnMzDKzqMDG7hF8EHT0hIjJYNQoh81UHSu5Vh1fvWI26SYtTm+IQDhKjlVHQ5ef+9YfpaU7QJZFSzASw9Vnqfd42/QV74LxYX6edcj7T4qnms6Bo2rHA28oOuKxx9GYnLBe/HL9UZYW23mrT9NcMtRKiWZXIOl9g1V5T/5dnhSumWYtBQ4jze73UhsMGiXh6OBV0oPNHiw6FQsLrOypT55ukWnRYdGpuXB2JjqVkvae4IgF62AsyLeyo3bofYUjIzv/LMizsrfBNex2Ta4ATa4AZZkm0owaItEY7kBEnFcAg0aFWTc6CSRJEhqVaMA70xFNeoLTkneOd/DpR3eiUyt59BMrKUk3cqDJzXW/fYfQEB+WyehbvVlYYCUSlTFolBxr6+knVgdDo1JwzcJcVpamYTOo2VzViUaloKbTx/N7m4F408zO/70YdZJg+Hqnj511XVw+Lwe3P8xNf3w3sYScY9Wx6X8uSDncXnB6Icsy33vuEH95uzpxW6ZZS3G6kVhMpt7pSxrhNd6MVCCPljybfkRT5OwGNRa9mtreiwOFFJ9wtr+pmyyzlkhMHjTlIRnLiuzsb3T3m65XWexga42TL106k0+fX5a4/e5Hd/Jc79/vWDhvZgbeYISqdi+hSIw0k4ZgJEamWYtSIRGT4WCTm1CK6SVpRg2BcHREF/Wl6Uaq+gwaqSx2cKK9Z0Q/u1TQa5T4p7ltrS9fvKSCuy8on+rDEEwhQzXpCYEsOG3xBML8v3/s4EiLhyfuWkVphokvPbmHJ3ek1vDUlzy7nnybnr0N7oQnszTdSJ3TO2RMU5ZFy58+soyFBbak979zogOnN8TMLDN5dn3S7NZTqXf6uPgXbyX8nL/8wCKuXZw34tckmN509AT54QuH+PfORgAK7HoyzFp217smPZprVrZpWM/reJBKMsOp3LAkn6d2xv+mL5iZwb7GbjQqBd3+MJ5RjInOsmjJMutQKiWUkoRSIeH0hpiba+GXNy9ObFfv9HHhz98a8QX3qSik+BS3E0OMHR4JQ1XCkzE31zJow+KSQltKHu3BSDdpKE4z4gmEMevUHGruJtOiS1zgT3ceuHUZF8/JmurDEEwhQwlkYaARnLaYdWr+cvtyeoIR7vz7Djp6gnzrfXOpLB65b7exy8+WamdCHANUdXhZWpR8XxlmLd+8ag6vfuHcQcUxwOoZ6Vy1IJfyLHNK4hjiuc/L+jzvT146nNqLEJw2HG7p5ur7NyXEMUCuTc/OuskXxwAm7eQMnRlNLGy908ecnLhXdEVpGu09QRpd/lGJY4g3De5tdLOrzsX22i62VDtx+cM0dPlp637PAlLgMPDFSytG9Rx9iclxO9eKEgfaMS7LLy+2j0gcQ9zrPT/Pwtwko7131rmwGdSsKHFgGCLNIdc2MN5vSaGNnkCE7bVdHGntYXttF95QlHSThoosE2WZphEd52RjN6hZU5Y21YchmMYID7LgtKXR5efJ7fUEwjGOt/Xw+LZ6Pn1+GQ/fUcmT2+v5yctHxpQRC7CzrouF+Vb29JnMlWvV8dSnVpNj1Y/1JQxKX49gc3eA1u4AWZahM2gF05tQJMYPXzjES/tbaPUEOHXxbipnCiim8UCDrTVOvn31HPY0uLlxWQEl6UY++cjOcY0wa/cEafcE+cNbVfzvVbMTcZAfX1uK0xvmhX3N1DlH7wF3+8NsqXZSnmnkWFvq1VW1UmJRgY1ITCYUiY3aBrOvt/lxVrYJjUrJvkZ34v3n8sWPTQIKHXocRi0apYKYLNMdCBOT4+ejDJOWLIsWs05NKBplR60r6XNtq+liebGdHbVdlGeaODYN/c43LMnnZzcuEIM8BEMiKsiC05Zsi452TzDhz/3py0fYeKwdnVrJR1YV8/6l+WN+jnBU5mhrD2rleyfS9y8rmFBxDPQbTyrL8Pi2+n73i3zT048/vnWCh96poaV7oDguzTBi0qpwGDVTc3DTXCc89E4NP33/AhxGDZfMzeYLF4+9spuMv7xdzT2P7ybW+/elUEh85fJZvPWl8/jaFbMG9ALo1AoWFthSTjMwadX9ziVDoVUpmJltZltNF7vqXCnlOg/H4ZYe9ja4ybboWFZkZ0WJg1nZ8VxrGahz+tld72JrjZPDLd2kmzSJi/X2niD7m7pp9QQGFcf5dj3Liux0++PCejqK42yLjm9ePUeIY8GwjFkgS5JUIEnSG5IkHZIk6YAkSZ/rvf3bkiQ1SpK0u/ffFWM/XIHgPZQKiR9cN59Xv3AuH1tTgkohccdD23njcBsA37hyDvdeXIFpjNPn/OEoC/Ntie81KX7AjYW7zi2lOM2Q+H5zVScQH+xw7xN7ePlAM39/t2bCj0MwPmyrcXJ/nwE3c3MtmHXxLvp8m56qdi/dgQihSJRlRfZJP77pLhVqOn08v++9hrlPnjuDdeUjz69NhWd2N/GBP71L3/4cSZK485wZPPPpNXzqvBmsKHHwnffNZfc3L+HpT63m+9fOG3a/Jq0KpUJCm6RRNxlKhZS0qXc8aHYHEvaSo60elhfbWV5sZ1a2GbNWhV6txKJT8c4JJ3NzzczLtVCWaWRurjlx8XAqy4rsNHb5E5aLk6R6QTBZfOeauQMyvAWCZIyHxSIC3CvL8k5JkszADkmS1vfe9wtZln82Ds8hEAxKSbqRb149h5uW53PHQ9t5YGMV58/KRKmQ+MyF5Ty3t5kjrWPLN93T4GJxoY1oVO7XDT5R6NRKvnftPG79y1ZkmUQcUWWJI5GN/NL+lgk/DsHY+cumar773MHE91kWLRadmiyLDlmWicZkCh0GojGZnmCU7bVdzMmx4PKFaHInj0UbTxQSp0VT1a9ePcalc7PRqZUoFBL/e9UcLvvlhgnxbB9s6kaW4eUDzawoScPeW9mfl2dlXp9YvtpOL28caeP6Jfl84+n9hAbp6J2fZ+VwS/eIGhR9oeigsXjjSUwmqXVjvt2CWadBq1Kyq87FUD9mjUqR9LXpVIp+iSFTzUWzM7lENOUJUmTMl6eyLDfLsryz9/8e4BAgWu4Fk86sbAuXzs3m3arOxLhcgDvPKSXPNjZLRDgqs6vOxd5GNzr15IwVXVeewS9uWgTA2vKMxO0nK1uXzcuelOMQjI0/vHWi3/flmSbererkeFsPJ9q91HT6qHP62NFHYBxs7qbTG6SyxM5EJ/zFZMidYMvQeFDV4eW3farwFVlm/u+GBRPyXN5QlPWHWvncP3fz6qHWpNscb/PwgT9uJtMUv+B544vn8fidK/nhdfP5wLICFuZbMfY2vqmUEuGojEohoVMrMGqUpBk1zMmxcP7MDOblJR9Y0dIdYHnx5K8oQHzUeJcvxM46F/mOod8fi5M0Klv0Kgr7rIJNNekmDd+/dn7CWhEInz5xdIKpYVyb9CRJKgYWA1uANcDdkiTdCmwnXmUecIkpSdKdwJ0AhYWFp94tEIwIk1aJLMM3nznAi59bB8ANS/O5ckEON/7hXfY1jqwDPBkfrJy89+k1i3JZWmTvJ/A3He/ghX0t/Oj6+ZN2HILR0eTy09HzXo6xXqNMeazxwnw7sixTWZJGi9s/YYNCAA42u5NOo5tu/GlDFVfMz2F2b6rFycrtRIxT/v5zB1ErpYRHty+bqzq58+HtZFp0HOuNb8uz6cmz6VlRmsYHV8TPEbIs0+wO4AmEybLosOrVSb2vgXCUTzy8nY3HOgbct6O2C71agT/JGO+JxKpXJ96r9U4/Fp0KrUqJTq0gEI7R3ud9vSfJgKayDNOYIuTGE6VC4v5blpBtjTc67653ccdD2/jbxyr7rQgIBH0ZN4OTJEkm4CngHlmWu4HfAzOARUAz8PNkj5Nl+U+yLC+TZXlZRkZGsk0EgpS556IKfvGBhbS4/Tz0dnViyVOnVvKX25ePeXSzSatKRE5NBpIkUeAwoOhTRizLNLGj1jmoF1AwPWjo8nHH37YnLAAFDj1pRg1dvtSGM4Si8dSCzVWd1Dt9rChxTJifMxSVSTdpmZllpiJr+sZzBSMx7vz7drp6B1woe60WdsP4e0rru/wEI/GEnONtHt450cHOui5e2NfM7X/dSncggsOg4f7XjiV6BE5FkiRybXpmZluwGTSDNobp1Er+74YFidWC5cX2hJ1qWbFj0lat+hKT5X4TCrsDEbp8ITLM2oQ4lqR49TiZjcIbik6LAUdZFi1/vm0Zq2bEI906eoLc+uctBMJRZmRM3/e6YOoZlwqyJElq4uL4EVmW/w0gy3Jrn/sfAJ4bj+cSCIZCoZC4bnE+y4sdfPSv29jX2J2I88kwa3nk4yv4xn/28/j2+uF3lgSHUdNPrE4FOVY9337f3Ck9BsHQhCIxPvbQNo72NivNzDZT1+nFH45h1qYmdjR9GrSiMmypdlJg16PXKBP7HU9O+pC1KokCh556Z+oT7yaTeqefo60eVpTGBc+HVxZxydwsbv7TZqrGaRjHScJRmUe31rHtieTe4b2NLiIxmVse2My5FRksyLdx7aJcSkchvHJtep64axUv7m/hz5uqh3/ABFPT4SVyykX40iI7rb1Z0Q6jhmgsRnVn8p95lzcEskyaUTPuE/tS5YYl+XzzqjlY+1xA/fyVo3QHIty0LB/9ENnPAsGYBbIUvyT+M3BIluX7+tyeI8vyybbj64D9Y30ugSBV8u0GfvehJdz19x34w9HEkA61UsEPr59Ppzc0qLdwKIxjTMQYjnA0xrYaJ8fbeqjt9GE3qNGqlKwsTWNeniVRgVo9Y2I6+AXjwwv7mvuJWItOhT8cY0mhjSZ3AE9wdP7H+t4l78oSB/v6TH0cLyw6FTOzzeyu66I8y4TDoOFYmwenN0xJuhGDRolSkvCHo1Ma4dV1ygj4TLOOr1w2izv/vmPcn+tws4cZGUYaunwEI+8JxqVF9oRvXJbhzSPtvHmknce21vHcZ9aOKrd8WXG8Yrwg38rX/7OfnlEOQxkPnL4wMzL6TwBs6Q6gVEiUZxoJRuQhs6Hbekekl2YYAYYUyZIEy4vsRGVodvnH3JxakWXie9fMS1xE9cXpjR/X+5cWjOk5BGc+4/Fpvwb4CLBPkqTdvbd9DbhFkqRFxOMVa4C7xuG5BIKUKc8ys/4L5w5Y5lMqJH518yIu/9XGEYf/5yWZKDVebDjazhef3ENFlpk71pWw6VgHf970nohfU5bGrauKcfvDvG9h7pQsuwpS40BTf697a3cAhcSIxkiHhxhxvLXaSZZZS2mGcVzycdVKicUFdg41uxOJBsd6BX6+TU9RgZGYHGNPw3vPNScn7s092Dy2hJjRcPejO/nK5bO4Y21J4qLx4jlZ5Nn0NLrGt/LtCUbwtEeQpPiQoHSzFr1aiVad3KHY7gnyoQe38Jfblo+6Se2aRXnIMtzz+O4xHPnYSTdpEwL5r7cvJ9uq45YHNlORZQaZlM6f22q6KEk39hPIs3Pik0W7A2HCkRgdPUG29knSqCxxsLXamWx3SVlXno4vFOWei8rJseopSjMMGpF3/ZJ8Gl3+KWt+FJw+jFkgy7K8ieQxmi+Mdd9nG7GYzJtH27hgVhaRaAylQhJh5mNkMA+cUavi1lVFfP/5QyPa394GN8FIFK1qfMVpvdPHs3uaePC2ZczLtaJQSKwqTaOq3Uujy8+/dzbw2uE23j4e9zo+uLGK33xwSfyDSjCteGZ3I399uybxfWWxg629qSpZFi2t3cFBHtkfb2jo6mGrJ0irJ8jSIjtHWz2jbrBbXGCjpdufOMZTaXD5aXD5B/j3Twrj8iwTut7pbMNh1KqoHCdh8sqBFnQqBR9eVQzE/b6qCczclWVocgf6VTdzrDqak1Q7I9EYmRbtmJ5vsN/HZGHWqShKM7CkyI5SklhdloZWpeTu88t4bGtdokKcCplmLe2eICqlRDASo8UdoDzLnLgIOxW3L0yhw0Cd04dGpUganydJsGZGOjdXFnDVglxkWU7p8/LSudnMybGIz1bBsEjyqSOdppBly5bJ27dvn+rDmBZsr3GiVirQa5SUZZim3Pd6JhKKxFj5o9dwjtAf979XzeGOtSUpbx+Nybx9vIPNVZ0cafGgUkq4/WG+ceWcEXVQ+0NRWrsD/L9/7OBwiwetSsH/XDaLNWXpVGSZxAl/mvCjFw5xqLm7d3S0RDgS5eTne53TR0t3asvHGb2iIhUcBjVFaUZ2JUkTGIxsqw6bXs3hltQqwHNzLRxq7h60Al6SbsSmV7O7wTVgUuBJlhfbRz0uORmzcyyJtBqAu/6+nf/f3l2Hx3VdCx/+nWHUgJgl2zLKLEPsOA1Dw2lSSFJIm6SYr+0tt+ktpwy3mFLSFJM0TRtqk4bRsS0zo5h5JA3PnO+PkceSNeKRBV7v8/ixhs5sHQ2ss8/aaz2zf+ypU+Mx1N/HadHz2/eUsaZoYguCI1GVu/+1j79trQZi9arfMj+dFw+3TGi7I/ne25ZxWWnWkM009tZ28c2nDrBlDDO8AGa9hjSbkWynmcYuHzXtPnKGmfG3m3R89eolXL08h5aeAA9treanLxzjbavyuHJZFqU5DjLGkcYiRH+KomxXVbUs0W2Tm1Apxq2s34frn9+s4pLFmePKaRNDq+nwjjk4Bnj2QCPv31g06oD09ge2DfpSsxi0Y14gYjZoKUqz8qO3r+CBNyp55WhLvAHFnefNYeO8NM4rSZNAeYqtKXLxwOZK/BMsy9XWE0CBYRs0nNTuDdHu7WR5noOK1lhXvpHGuK+ui8Yx5Hrur/cMG+CeXOSX5zKTmWJiV03npLdETzHpBswcfvGti3j1aCve4OTXuC1OtSQMkL9xbemEg2OInf265/pSzp2XRl2nlyuX5ZDrNHPe914cc2rYWCzOSRm201xpbsq4upPmuSw0dPriefQQC4LXFbuJRNUBjUY2laTxw5uWxwPgXKeZ4r5c5v+5dP6E69oLMRqT08dSJNWt6ws53NjNliFKCYnxeWmcMzFvnmjnV6c1fxhOolPP91y/dNwlhhbnpPC1a5ewqtCFw6zHbtTx21dP8KmHd/HQtlh1jlAkynQ6O3Q2uXhxFrdtHP0ZhqFE1VgO6Fjsru1iboYt3nnxdGk2A0tyUthW2TGuurqjmdGu7fCxvaqDNKuBNUUu9FqFNJuBuelWgsPkVY+HLxQZcEBYmGrlL7evY1ne5Na2Neg0gw6uc51mdv/vpVy1LDtpz6MoClcuy+bO8+bGg8I81+QEh06Lnu/csHTEs1qKovDtG5aOOkjVaRTWFrvRaxSU086EHmrsZktFO+VVHfHfa3Whi9++p2zQ7PCyXCcfv6iErtMWaAoxWWQGeYZ4ZHstT+1t4L+fPE9qNybJe84p5Ol9DeM65fv9Zw5z9bIc8t3DL8I51txDa8/gWerVhRPLw9RpFH72zpXx1JtoVI3/rKoqv375OL955QSLc1LYUtGO22LgrUuz+dKVizDqNDLLPMl0SUqJclr1AxoyjMbO6k6MOoWV+c54ykVWiomCVAsH6rsmtKgvI8U06oYlJ3Ok3VYDJZk2Nh9Pfk7tkaZu/KHIgAWrKwtc/Pn2dbzj129ysGHiCxhPMug0LMpOQaPAoQYPx04rKbco2z6gnNhkSfZxr92o45OXzOeda/Pj1X5GkpFi4ulPbOKTD+0ethrQ6gInDR5/fMHdumI3x1sGfiYqxD4Pd9d2oijwy1tWDfh7eoNhPvin7fEmKp3eIF+7tnQcv6kQYyMzyDPE9StzefxjGyU4TiK9VsOfPrCOL711Ec4xfrGpKnzxn3tpGyJ48YciPHugiQ88sG3QbSa9BrfVMK4xn6TTagbkpff/WVEUPnZhCcvzneyr60JVYyWW/vRmFQu//DQ/ff4YHr/MwkymZL1PbaMMWE4XCKt4/CGW5znYMNdNY1+Q0jPO8nInDVdZYyjtvUEik5Tx4A9FeS1B97kUk57bx7BO4HQGnYYCt5lleQ7WFrlYV+xGp8Q6xu2s7hw0+74wy86qCR70jpbbNrHPjv7Mei3337aG959bPOrg+CS7Sc/N64YulbYwy8726k7qO0+l8WypaB+UvqEosX8ui4FUq2HQ7VVt3nhwnG43cvdVi8c0TiHGS2aQZ4gLFmZM9RBmJZNeyx3nzeGChRl87K87Rr1gCeDVo62s/uZzlOamcM/1SznU0M3Omk6ONXezu7Yr4crrDXNTubw0a0L1lGvavXzvmcOk2QxsnJvGRYsy4jPC3336EAcbPCzIsuO2GihKs7KvzsOVS7PpDYZZnJ1CRWsPO6o6OH9BBo/tquOpPQ2k2ox86cpF48otFIPlJClHcqhSVaNxsjzXygJnUsYC0DzKChyDKJOX7vPt/xwk3W5keb5zwPVXLsvmpy8cpWqUM94Os56FWXZOtPTS0hOgut1HdV+zlHXFbrxDpKQszLLz5F3nopvA32osygpdPLWnYeQ7jsCk1/Cb96wesN5lrC5cmMlNq/P4+/baAddbDdp4t8P+FE7lqkMsLcVu0rGtsgODViHLYeZbTx3kG9edmiHOdZl59/pCGrr8fOayBRN6T5z0v4/tw2zQsjTXwVXLcia8PTE7ybehEMTaNz/9ifOobvOyt66Lrz+5f9TluPbVebjm568nvG11gTP+xWnUa9lZ3cH9t62Z0FjzXGbeWprFy0daaOjy4fGF46d2P3PpAvzhU41RWrr93P96JZ+9fGHCba3Id5LtMKPXKlilq1TSJC3/explwmgUJlBjePJ+keMtvXz+H3v45nWlrO4X7Jn0Wn5403Lu+GM5Hd4QijJ0eoJGgXSbYcjKDPvrPVgNWnr7Lf7Lc5m587w5LMtznrHgGKCscOILALMdJn7z7jKWJiFX++1r8gcFyL3BCAuy7DSdlrOuAouyUgiEY2kxDZ1+6jp98VKIWo3Cg9uq2VSSxqVLsoDY2YD+AfNEHW7s5o+bq4DYwY0EyGIoEiAL0U9BqoWCVAtvWZDOvS8d589bqugc56KQDLuRmg5fvF5oWaELk1474RrKiqJwxdJsrlg6eDGQRqMMOFWabjcNGRxDbFFTYap1QuMRgx1JUpe5RGchpopZPzBAnA4K3WZcViNHmrr5yfNH+dMH1g24vazIzfdujAXJ8zPsKAr4gxG0WgWXJdY2vjcQxmrUsrVi6LUIPYFwvHmF3ajDqNfy0Qvm8a61BZP9Kw6yMNs+ZG3g0Xh7WR53X7WYFFNy8qULh1iHcbS5hzyXmdqOgQdVBxLkhW+tbI937Vtb7OZz/9jD8nznpFRuOtTo6fdzN8eae5iXIamLYjAJkIVIwGbU8enLFvCxC+fx3wNN7Kjq4LFddYNa3A6nuTvAsjwHHd4goYhKJKoyT3LIzwpP7q4nzWagwG1BJdZBbzyTyiM1CxmJw6yjriM5neXy3ZYxpSD1N1nzx6k2IzuqO4FYylOiYOfiRRlcvTybV4600OXrvz8HLrIbjlGnYV6GjetX5nLlsuykBZfjoddqKM1Jif/eY5FmM/LFty5K6vhPX+R8wYJ0LlmcxRf/uReHWY9eoxAaRbm/kwf2WyvaWZbr4CN/2cEvb1mV1CBZVVW6fKc+w3UahfQxVooRZw8JkIUYhkmv5ZrlOVyzPIfPXLaAR3fW8fLhFl450kJEVbl2RQ6XLcmirSfII9tr4l9aLoue+Zl2VGIf/F2+EHazjm9dt5Sadi86rYLbaqC8soNgJIo/GGFVoUtqXc8Cqho7GGrtCcZX6+c5zaTZjewaQyMPiC1QMmgVgpHxpWzMz7QnpTHH2mI3O6qmtrNbIqefwn9qTwMfv7hkwHWKolDottLlG3/e7v+7qISPXjBv3I9PtvVzUkcdIOu1ChcsyOCKpVlcUZqd9Bb14WiUNJuRSDTK3Vcu5oZVsTbZv3r5GDXtPuZn2jgyRMe8/jq9QRxmPV2+EPvruyjNc3Dpj1/ht+8pG9TFcbyq2rz8qS+9wm7U8b0bl52RyiNiZpIAWYhRshp1vHt9Ie9eX0iXL4RGia3kPulda/P55UvH+f4zh5mbbhuUz7jlRDuf+vsutlclbqBg0Gr4+MUlfODc4qR/iYkz578HmgY0PYBYu+ZGj4+FWXYONXazODsFfyhCpy9EtsOEdUAFARUVUFAIR6Njmik82c1Op1XQKArHkpDqsbrQFS/TNVbFaVbCkeiAhVnJkuM0DZod/8nzR7Aatbx/Y/GAyi7N3aNviNKfQafhmuU5XLcyd0JjTbYPnT+Xf+6sS9jm+nSXl2bzs3etnLSxXLsil2uW5xCOqvEFdIoCCzLtGLSaUQXHADUdPsoKXZRXdRBRobU7SJcvxEf/uoOnP76J1CTM9NpNOo72vSfWz01NmKYmxEkSIAsxDok6TSmKwkcvmIfdpOPhvoYd/S3OSRkyz7E4zYqiwMtHWsh1mqfdF7IYnfLKdr746N6Et4WjUNvuZVmugyaPPz77OZ5ujgDL8xxEVJVoNNYApDsQZk9tFxVJ7l4XDI8/79io00xKcAyQ4zDHS4itLnByoMGD2aDjm08d5OUjLXz/xuVkOWJnZIrTRp/aZO47a3TBwgzOLUmblpVdUkx6vn3DUt53/+AykqcbKkc4mRRFQa8dmEgzN91Gh3dsr+3+5dl9odjrrqU7wDP7m7h53cTzvVNtRi5fksWWirZJ7/IoZj6pgyxEkr3nnCLuunAeaf3qla4qcGLQajDpBr7lFAWK0yy0ePycaOlla0X7gJkvMbOU5jooTht60WNPMIJRrxmUGjAWBq3S11ihi311Hg40eGj3BtlZPTmtncdbkMOs13KiJTmLFROJRlXWFLlYW+xme3Un4ahKtz+E26rHH4pyy+/e5EBfU5RrV4yuUkFxmpV/fXQj371xGZeXZk3L4Pik8xdkMDd95AW2xyfxbzCc9XNSOdbcS1bK0DO/ZUUu1hS5WJbrYE2RC0VRyHeZyXebWdavo9+WiuR1kf3RO5azutDFG8db+fkLR/nBM4fZU9uZtO2L2WP6vvuFmMEuK83m/IUZtPYE2VvbxS9fOsb++k6sRi2LclLYWd3JqgInTZ4AdR2+eI6pxaDlraVZUzx6MV4mvZZPXjyfHz57GJ1GQyAcwaDTEIqo8fzjtgSdFUe1bZ0Gu0mPVqOw/bQUjgP1HpblOtiToK352mI3vr7qEwathp01HYwmjtYqUJxuHfcKu8LU8S/qGw29TjMgjSnU9x5q7w3R3ttOUaqF//n7Ln5x8yrmpttYludgT+3g/ZPnMnPbxmJuXV+AQTuzukyuKXLH610PZbR1oJNt3ZxY3nCa3UijJ4BWo6BVlHi78ZOl3U5n1CkEwiotngB6rUIoorLlRPLy31UVNs5LY2muA1WF379Wwb0vH+e2jUV86UppQiJOkQBZiEli1GnJdZrJdZq5vDSL9t4grxxpIdVq4KHyGnZWdw6qK+sw689oTVWRfOGoik6j4AuF2VfnIddlpqlfruiJ1l7WFbuHrLmbSI7TRLMnQIc3SDhBdBtVocM3OPDOtBsH5Q8vyUnBatDR1htrA320uYd8l5lAOEqXL4SqQlGqlXZvkKq2XrIdZlYXOtle1Tn6nQCkmCf366W6ffjAr7LNS57LzO0PbON3711DtsMUD5CX5jr40duXU5BqmXDZxalUmuuABOlc/fknkCIzERaDjs9evoCfvXAMgB+/YwU5DhM33rsZAG8ocYWWQDj2+vaHo2j7zqb1rzwxUb5QhJ+9cIyPnD+X2zfN4cayPJ7Z18gjO2oJhCMz+vUgkksCZCHOELfVEM8tbuoO8N8DTYPuk+xT5CdaeohEVUoy7UndrhjavAwbiqJg1GtZludAoyhkO0yoamz5XSQSy83tL8NujNfLTiTfZRnQsjeRmnYfZoOWJdkp7K7tJBRRyXdbBqVz7K8/VQf25Ozj6bW++4/FpNcQjqg4zLrTyqQNr9sfjs8GToRCrMFEf2uLXGwdRXWO2g4fm0pSuftf+/jAxiKuXp5DSYadfLd5zK2Vp6OLF2XyzacO4B+iyx8wpY0wdBqFtp4AbosBl0VPnsvCA+9fy+6aTsoTzB73l+0w0tAVex26rclrr51mM/Kjty+P15HOdph538Zi1han8sqRFracaOfjF5cMWIAtzk4yVSXEFLhxdR6/umUVp6cbbypJT9pzvHCoiVt++yZ/eKMCgF+8eIzGUax6FxOT6zKzNNdBeWUHu2u72FnTSW8gQnlVB9urOtlV28mO6k7SbAbWFrtZmGWnpSdAyRDNClYXOEc92+wLRoiqKgqx6hO+JDT2ONLUg16rGXMN74MN3WQ7JtZye1G2nWyHaUBed1nh6IJjiAVZO6o66egNUpRm46plOSzIso8YHIciUR7eVsODW6snNP7JluUwccemOcPe54opTNlyW42EIioLs+2sKnCR5TDxlvnp/L+LSvjMZQsSPibbYWRNkWtAzXmXNbnB6vkLMrhkcSZHmrrjXS8X56Rwztw0njnQyEMjzMqLs8PMP4QWYoa6aFEmv3tvGff8+xCVrb1EVJXFOSnj3p7HH2JfXRc17V5eOdLKv/c2cHlpFv/vovm8cayVZw808a+ddSzMTuHLVy0iwy41lyfLZy5fwIZ5qfzfc0fpCYQHdQ/rCYTpCUBrz6nAV6dNnPvq8Q8/a2sxaPH2BcJrilzxusfbqzqYnznxxjQZdiONHj/ZjrG/XtJsRionkAPb7QtT3+Unwx5b6KVVxrboLN1uorXHQzAc5Y1jrUN2TKts7WVLRRt767qoavOypaKdYDg6ZBA3ndx1YQn/2dc4ZEm/06tLnEmbStLIcZrId1mwnrbgcWmek4sWZvD8oeYB12c7zANqdxe4LXz/xuUTHkskqtLo8ZPrjB20KYrCX7dU8/fyGu573xqW5jl4eFsNxWm2Ec/WiLODBMhCTKGN89Lo8YfRKJDjNLO1oo3bNhSNuZLFq0db+OCftscDJY0SmxH5z75GMuxGHugrjg+xFrDV7V6+dV0pUVWltSfQd9o5Vg6qvLKdI009eINhsh1mlual8I0nD/LN60qlkckoGXVaLlyYyZoiNzf+avOoHtPWE8Si1+DtO12u1yiYjdp43daTSjJsNHX7CYWjmPU62r1BilLNZKaYB800Oy0TOzVt6Auuajt85DhHPxts0WuYm2HjQIMHl0U/pg6UJylAut1IbaePAreF5u4AKwtcg2pMD+dkzrHVGCv/Ni/TxqoCF9urOthV00lDl4/yyo74YsKsFBONnlPBkXMGNJEw6DTcsq6Arz1xYIh7TF2A/NLhWNnKq5Ynrjd8zw1L+dTDu6lp95LlMNHaE4jnlht0Gm4/t5gPnz83KekOj+2qoycQ5j3nFMWvM+pjted//9oJ8t1W3rehiL11Xfzv1bJYT0iALMSUMuq0WIxawlED1e0+qtt9/OjZI3zq0vljWk3/p81V8eAYYh3U9td7eHtZHsvzndAvQAbYXdPJVT97LX7ZbtJx89oCTHot971eQXffrOXdVy4CwGrQYjbI4pWxspv0sdPJj+yO/30cZh1z0mw0dwcGLNJs7g5w7rw0QpEooUiU+k4/6TYDpkwt2yo74jOB4aiKpy8X2BeKLcxzWoxUtXvJtBsH5Bz3BibWqnpprpPt1R3MSbfS7Q9hM2rpCYyctrE4xxEPZHOc5niAvK7YTX2nj0A4mjDnOlZxI8zeOg9r+y1kLK/qYH2xmzfH2bDEpNcQjES5+bdbRv0YnUbh6uVTl787FteuyOWbTx0csIbBoNVw3/vWUHAG6iAPxWrU0tDlY8PctIS3Z6aY+PPt6+gJhPncI3vif+80m5G/3bEuaWsnaju87Knt4vNXLBxw/ReuWMTfy2t44VALd13oJN9t4YZVUoNexEiALMQU+8/HN3GksYe/bq3mH9tr+d1rJzBoNdx10bx4kByORPnDG5UYdBqW5zlZlueI31bX6Ruw8ApONTLJcphZludgJN3+ML9+5cSg67/51EEALliQHl/UIsbmymXZFKZaeMevN5PtMHGitZedNZ1kphjRaxRC/YKaLl+QvXWn/pYnZzMXZNqoaou1KE+1GKhgYGmvQDhCY5efNUWueIA8VNm3segJhslMMVLV2stou12vLnAOmOX1BmNButOiZ2tlO6oaO22+tthNNKoSUVW8gQgWgzZecSPfbWbbaYu4DLrxL5nZVtnBqgLniF0J+z/HygInKTNkoZbbauCcOam8dqw1ft2mkjTOLUnjj5sryXdbuGBBxhkf17HmHvRabbwaxVBsRh3L8hw8tbeBXKeZ+29bk7TguKbdy0+eO8o9N5QmrFDx0pEW5mXYuOvCWCvxTSXp/OLFY1y3MjeejiHOThIgCzHFjDotS/McfDtvKWuLXXzuH3u59+VjNHX7OX9BBocaPPzhjUrmZthYmGXnG08e4PLSbL5zQyk7q7u480/lA2aPAZo8flKtBu57rYKn9tRPeIwvHm7h6X2N3Lq+cMLbOhuV5jr4+nWlfOPJA/EaxE2eAHPTrQPq2A4VSBw+2a43DNoEOaUnZ/xP5qHaDFoON02sBnFxmpXDfakHpTkpdHiD1A2Rm7mqwIlGUWjvDbL9tCBUoyjYDBoWZNrjM4TV7d5hy7TVtPsGXTdcpYbR2FHdyfI8B4oSq+QROi3iVxRIMZ36SryidGa1Ib6pLC8eIF+2JJPbN81BVVWe2F3PzupOnrjrXBZlj3+Nw3i8eLiFitZeln7lGR784HqW5Ax9sG4xaLl4UQY/uGn5hFODTmro8vHXrdV87dolQ5Zv+8GNy2nt8aPRKESiKv/3/FH+sb2Ww43d/HQSW3SL6U8CZCGmkQ1z07hpdR4d3iAvH2nhL1tiq+jfc04hn7pkAQ6LngK3hW8+dZATLT0caPAk7HRW2eaNF+LvaZnYafaTvvf0IV441MTt585hw7zEp0zF0NYWuQeVU8tzmXFZDOyojjXv0IwiraYnQdpEbYeP4jQrnX2tffPcE2vSkWk3xlv9Auyr97A015EwQF5b7GZb38xwIrUdPtJshniDiPFYWeCkfYxtixPZ3ZeTbDdqWZ6fQrcvHD+QWFt0KqXDatByU1nehJ/vTLp2RS71nX5+/9oJvvu2ZTgtBnoDYXb0dVj86uP7eeiD55zRMek0CjqNQncgzANvVPK9YRbb3byukFvXFya1UYtWo/C5yxcOe5/Ktl6+8eQB1ha7Odbcw5N7GgCmdRdFcWbIK0CIaSQzxcS3rl8aLz30lcf38/juejLsRhx9C4by3RayHaZYfdhhTnuHJhCQJOK2GthW0cELh7bwobfM5XOXL5hRXcemWr7bwsWLMnnuYKz+9bwMG5uPtxGMqCzJSUFV1YQzp6ezDJEL3uMPx2eg1fH2h+5TlGYdtOBvb10XbqsBt9WAPxQhK8VEbzA8qBFJIq09QVp7gmNukAKxIEuvUahuG75j3Fh0ByKU91VKcFv0LM5xDEhPuGV94Yysg/vh8+fynnMK4xUjtH2zogBbKtrZUd3BqgLXGRvPD29azpaKNj76151sPjF8u+iR0jDGY6RKPW8cb+Xm327BbtRh0mt5oV9FjYrWXqJRdcwLpsXsIXWQhZiGFEVBURS+fm0pP7hxOdeuOLVw5NLFmdy4Oo99p+Udn+5oczfL8x0szLKzNNdBel+prPEKRaLxrlz3vnx8xHxOMdjPb17Ju9YWxAOXky3Gu/1hvMEILT1DNwuBWMmu3X0tq/tTFOj0BtFpYh/p4+nGWJJhQ6uATgMHGwa/thZk2gmGoxxr7qG2w0d5VQcHG8Y2S723tpMV+c4xPSYcVdla2cGCrMlpdlOcZhsQHJ+snjBT9S+nZtJrSbOdSleo6xj5ACyZXFYDl5dmc8emOdS0+85oXelAODJi46U3jrXxu/eU8drnL+RHb1+Ote/gc8PcVBRl6roQiulBAmQhprmLF2fGS7BBLHj++EUlIy4g6QlE2F3TxaHGbvbWdeENhMl3jW/RSXGalUiUAXmbH/zTdp5MQn7z2cSk1/LtG5by8mfOx6Q/NRNc3e4dVZWQ4jRrPKjuT1VhUU4Knb4gJp1mTLNxKWYda4vdHG3uoTDVittqTFh7WatREqZ3jIU3FGVXTScr8kdeOHq6vXUeVhcmd/ZzeZ6DHdUDy8a9b0MRGbOonOHGvnQovVZh4SQdZIzkg+fN4bIlmfzshaNc9uNX2DLCbPJEBcIRrvzpa3zggW2EhzmT9unLFnDx4kwcZj3d/jC9fWs5PnL+PL581eJZ0W1RjJ/89YWYgXRaDYuyUwaUCRtJbzCC1RhlbroVrUah2x8mHFVpGabF8UnpduOgU+mtPQHu+ttOajt8LMlJQa/VsL2qA7tJx/o5bkoy7JKCMYQ8l4UH71jP3Y/t44ndsYOMQ43drCxwcrDeg3+IiiH984JPl5Vi4pJFmawtdpPnsmDSa1AUhep2L7c/sI3WnsQ5vCUZ9vjf9kRr4jSG5fkOdtdMrCJGf609QVKtBtp6x5ZXvL2qg5X5TnYmmEUfqyU5KRyo9wxoY51mM8arGcwWX7hiEcvynFy8KIPCVOvID5gELquBK5fl8PzBZkJWlZ8+f5TLm3t49yQs+o1EVb78r30ca+7hWHMPT+1t4KplOSMeNOa7LXznhqX89PmjbK1o45OXzE/62MTMokw0Vy2ZysrK1PLy8qkehhAzwoZvP0/9BFpHz8uwcqx5dHmddqOWPJeF+i4/Xb6BC81W5DvZdVrAsrav3u1Vy3L4+EUlUkN5GE/uqefTf98dr9KQKBh1mPUEw1F8oQiluSns6ysFZ9BpePf6Qt5elj9sCkJ5ZTs33ju4YUm6zUi7NzjiqejVhbHmGhOlUWIl3jp9IULhKPnjWEx4zpxUfKHIoNfcWMzPtFHd5h10IPKjty/nhlUza3HedPGXLVU0dvnJc5nJc1lYV+wekOrz0LZqPvePvQMec++tq7g8idVCWnsCfPvfB/nHjroB12elmPj0ZQu4cfXIf9tgOFaH/PTOf2J2UhRlu6qqZYluk1eAEDPU0jzHhALkVKuRY4wuQO4ORLCZdJSYbPHFTRBr/HD6KWqAQw0ePP4w9758nFeOtPDrd68ekCYiTrlqWQ4FbgtfeXw/O6s7aeubXb1xdR5XLcthTroVq1FHOBLlYEM3LT1+njvYTK7TzDXLc0a1X8uK3Fy8KIPnDp5ahOS06CkrcvGffY0jPj44Qi7mumI3wUiUbn94QMvjrBQTNpMOt8VAfZePFJN+QNvtLl9oQKvs/ovKElld6GLziTYWjKNG7qoCJ/5QhEgUatp7BwXH16/M5fqV0iRivGxGHT974Vj88rvWFnDP9aXxs0hXLcvh+88cobVfnv3XnziQtAD5taOtfOxvO8hKkB6zfo6bDXNTR7Udg04zoZrbYvaQAFmIGSpRJ7KxiCY4e5RmM5BqM1LV1kswHKUkw47Toqepyx/r5qZRmJdhiwdBx1t6BtWTBUi1ncpjPdDg4auP7+d/Lp0/bB3Us9myPCePfngDe2q76A2EWVPsRn/aQjudVsPSPAfg4MKFmWN+jh+/YwV/erMKu0nP+mI3RWlWmjx+XjnSEs+9HMreOs+QjUfWFLkGVKZYluvAbNDSG4jldB4b0Cp7YEpQQ5efolQLFoOOnkAIm1HH0ebEr6kNc1N543gsd/VwUzcZdiNuqwFvMDKopvKSnBR8oQgnWnpZU+QiElWHXVS6INPON68rlZSgCbh2RS7tvcF4y+u/ba0mxazj85cvRFEUrEYdK/IdAw7SGjz+pFSKOFDv4WcvHKUkw8aJ1l7K+nLVtRqFLIeJD75l7phapQsBEiALMWMtz3OycwKVJA41eMhKMcW7tUEsN9RlMRCNqmQ7zIOaTaioePqlWBSlWRPmtjrNp0pkKQrUdHj52hMHePgM12GdSRRFibUFnyR2k56PnD8wvzbPZeGxj53L+/+wbdjGHRDriHdyhrfAbSbLYSYYjg4qKTfW7n2VbQOftzjNSpbDRLRvJrknEMYXjPDG8TaW5qbEOw02dwdo7g6g1yisLXYTiaq09QRwmPXsru1CgVG1p063G7nvtjVySj0JbttYjM2o48uP7cMfivLrl0/Q4glwzw1LMem1fPj8ebx6tJVA3+y9w6xnosckTR4/d/yxPL4eY1neqTbn2Q4Tv3/fGqlpLMZFXjVCzECbj7fxhzcqJ7SNVJsx4SIpvVZDMKImXACY77ZS0W8hV3llB6sLXGw/Lc1iQMve/FMtfps9/llVIWA2mJdh487z5nD3v/YNe79jLb0syUmhodNPhzdEdV/N5oVZtqSOp6K1F51G4eiAmeeY02fVAUJRNWEt5gVZdrZWDh8cWwxafv/eMmkpnEQ3leXjMOu580/bAXh0Zx1Hm3v4yx3rWF3o4pZ1hdz3egUAnd4Qbb1B0mxjK0EZDEfZWtHOgYYuHi6vjX9WGXUagv1SZwpTLZj1sv5BjI8k2ggxw3z5X/u4/YFtE95OQ5ePvARl37QahTVFictpdXiDmPQDPzbaegPotQrL8x2sLXZTVuikuTtAcZoFs0FLe78g/JkDTRMet0i+bn+YQreZfJeZolQLuU4z2Q4jeS4TmSlGzH1/8/31HuZl2uKtrYtSLRxqHBzITpRRn/ir6WBDd3wsI0kx6Rhu7WGey8wjH9rAsjznOEYohnPpkizetTY/fnlvXRcf+fMOguEoH7+ohBtWncr1/vw/9ox5+599ZDe3/n4L9/z70IAUnuV5jgGLPt880c69Lx8f529xynQqZiDOHAmQhZhBmj1+nj3QNGLO6FDmpluZl2FjbrqVpblOUi2DZ256AmHqhygf1+kNDVggle8yk2E3sa44lUgkNpNXXtVJdVsvjV1+DFplwCn0P2+uYnvV2Dqpicn37IFGqtp91HT40CgKdZ0+GroC6LVamjwBQn3d/tYWuQcEJJNxNsCk08QbnpzOF4qMulTZcCHNlcuyeeJj57I4J2UcIxSj8e0blvHDm061ln7tWCsbvvMC1/ziNRZk2rn31lXYjTqeO9g8YkWSaFTld68e54VDTfx3f+OAxi79tZ/Wyh2gum341KHTnb5ItNMb5A9vVEqQfBaa9BQLRVEuB/4P0AK/U1X1O5P9nELMRr5ghPter8Bl1Q/IGx6LQDhKbbybVi9LclPITDHS5AmQajUwN8NGfYePus6ht3+g3sOaIhfd/jCHGrupSdCdK6KCLxTFFxpYKeBwUzcPvFHF6kL3uMYvks8bDFPT4SMrxYSKOmDxpkGrYXWBi4q2XvYn6NzoHeeB2nDmZdqGDJgKU0dfFi5Ramuq1cA3rivlrUuTV1pMDO1tq/P41646Xj0aC2hbewK09sC3/3OIOzYV8/hd5/LHzZXoRlik9+C2Gn750gn0WoUmT2xx8pw0K3qtglGnxWTQEomog1K9AB4qr8Fp0fPZyxei1Sioqsoj22tZmudgQebAWu3PHWjilaMtfP3a0vh1rx1r5WtPHGBXTSf/986VydgtYoaY1ABZURQt8AvgEqAW2KYoyuOqqh6YzOcVYrY51Ojh5t9uiacrLMlJ4WhTd8KuakNJMenIdpho9vjjj9tf5yHDbmRNkYvaDl/CXM7ThaIq2yrHVxPXbtRx53lzxvVYMTl0Gg29gXDCYPdwUzcOs54e/+CZOQB/aGKd9U63ONser/F8OoNOkzDoHdrAey/Lc/Drd68m2yH5xmfSu9YWxAPk/n77agXrilP5ytVLRtzGgYYu2nuDOC165mVYae4OUNvhHdXn391XLmJ5vpNAOIJZr+VTf9/No311km1GXTz/3B+OoNMo/POjGxNuxz9Mkx4xO032DPJa4JiqqicAFEV5ELgWkABZiDF47WjrgFze/fUebEYdOU4DJr2WcCRKoycwbCvgfLclYWB7shrAmbB+bio2o46eQBirQStltaaB8sr2YWeC56Rbh6yW0u1LboBsM+qHvG1lvnNAObmRqP2SLNYVu3ng/WsHtPcWZ8aFCzNYnJ0yoP71Sbf/sZy7r1zE7ZuGP2g+mXLT6Q3RmSCNYihz06184Nzi+OfMy0daWJydwhe+tAiXRY9Oq0FVVWo7fLT3Blnc1xG0v7JCN5cuzuR/RxHIi9llsnOQc4Gafpdr+66LUxTlTkVRyhVFKW9paZnk4Qgx80SiKr96afBCk55AmMo2L4cau9FoFMx6LcVpQzeNONLUzbLcqa1D/OyBJs7/wUuUfuUZzvn2C0SjKuWV7QRGaEQhJs/D5TXD3r6ntou56YPzftPtRpqSfGDlG2ZGeqwZoCePvRZm2fnNe8okOJ4iJr2Wv92xnuV5iT97VoyitOHKgpHvk4heqxlwEP74rnpW5DtJtxvjXf48vjCRqMryfGfCKilZDhMLsuyk2QyDbvMGw/x1SzVfe2I/zx5oGtRlVMxskz2DnGh6aMDnnKqqvwF+A7FW05M8HiFmnJ+/cCxhObb+NIpCS08Avc7E3HQrx1sGd8gLRdQJ1xxNpnZvkI/8ZQdP72/ErNeyqSSNG1blcsHCDIw6CWbOlBcPDz8xEYmqpFqNA15T+S5z4k/3CerwBikrdIKioBD7slDV2BgUVR1Ut3s4vmAEjQK/fU8ZDvPQM9Ni8jkser5/03Iu/8krgyqL3P2vfXzswnlctSxnyMdftSyHe18+wcEEs9BDSbMZ+NzlC+OXg+Eozx5o5NWjLdz3vjX8+c0qXjnSwspCF7euK6QobejFn3eeN2fAwtFgOMp779vKmxVtnEzZv//1SnKdZl773AVyZmyWmOwZ5Fogv9/lPKB+kp9TiFnFGxz+NLbZoI2vvK7v9NPRG8RsSBxgaqbRB3cwHOXp/bE2x75QhP8eaOJDf97Bunue5/Hd8jFxpnz0grkj3qd/uoLbqqc3GKGmPXGlk/FakmOnpTvIzpouatu9bKvsoLyyg+1VHeyq6WRLZQdtPQHWFbuxDvH67u9ocw/fedsyaXE+TczPtHPj6rxB1x9q7OYHzxyON4ZJRKtRePiD61mcPfqqI7+8ZTUXLMyIXz7Y4MHjD9PcHeCqn73Gf/Y1cmNZPt+/cRnnjNCG2m7So+23kNCg0/CLW1bxm3eXUdDv9VXX6aPltLMqgXCER3fU8vvXKnjzRJtUw5hBJnsGeRtQoihKMVAHvBO4eZKfU4hZRadVWJhlT9jW2WbUke00cbTpVOmtdm+I1QUufKEIdpOOqKoSVWFndceABh7TVac3xNef2M8VpVnsr/dQ4Lbgtg4+vSmS430binlyTwN7ak91wMtymMhzmukOhAmGoxzvV9qtJMM+plzg0bIa9TjMerIcJmqH6OoXiqpsqWjHadGzJsfB9qr2hLWOrQYtT9x1LnPSk9vEREzMpy9dwNP7GuNt6E+qbPPyg/8e5orS7L526oPZTXoWZtsT5jIncnr3vJdOO1OiUeDmtQVYDOMLg9xWA5csziTXaeaN463Udvh4Zn9jrA16X/nDFw83c/c/9w1ourQg084H3zKHDXPTyEwxTni2ORJVBwTvInmUyT6aURTlrcBPiJV5u09V1W8Ndd+ysjK1vLx8UscjxEyjqipVbV6u++Xr8QUqhakWMlOMnGjpTdjqOZG1xS5CEXVC7anPFLNei0aB3mAERYHSHAebStLIdcXaG5v1Wq5bmSt5pUlS3+njmp+/TmtPYMgFVSflucz9SgUmz/nz02n0+OgNRGjo8hGOjvyYAreZFJOefaeVoHv98xdKd7xp6qk9DXz0rzsS3qYo8Kf3r+PckrSEtz+6o5YH3qhEJTYjfPqEwUl6rcLur1waD36jUZWybz1He2+Q0twUNsxN4zevnGBdsZu/3rF+yAAzGlXRaBSONnXzjx11BMIR5qRZOW9+erwe99aKdj705+3xRdSXLcnk2zcso8nj5/pfvo4/NPQL+YIF6czPtPPOtQUUD5PiMZRIVOUXLx7DadHzrrUFCXOoxfAURdmuqmpZwtum03S/BMhCDNbtD/G/j+3nnztjpYncVgORaJSuMVQQyLQb8fjDZKYYBzTumMlynWY+e/kCrlmeIzl/SXCsuYebf/smEGuOMFQJrWyHiYau8dXhHs7qQhfbqzrIdZpp7w0MqqE9FJtBS0+/Khwb5qbyl9vXyWtiGnvgjUq+8vj+hLd9/dolvOecohG38fS+BnQaDWVFLh7ZXsvOmk6e2tMAwDlzUvnbnesH3P/BrdV8/5nDXLQog5UFLr7w6F70WoXtX76EFNPgHPV7/n2QP79ZxUufPp/qdi9bK9txmPV0ekO8drSVe29djcMSe9wvXzrG954+HH9vpJh0WI26Ed8na4tdbK3o6PvZzWVLsrh0ceaY04KONnXz61dO8OUrF8fHJEZHAmQhZiiPP8T1v3gdnUbD4aZYg4Q1Ra4x1yF2mnUsznGwraKd0HD9d2egG1bm8p23LZsR6SPT3fHmbt53/7aEzV80SiyIHW8N7JEsy3NwoqUXl1U/5vzmJTkpNHn8tPYE+dsd60fMKRVT75MP7Yof9Pf36Ec2sKogcav74aiqyq9fOcF5JelkOUwJ07I+/OftRKIqv7xlFf/7+H7+uqWaD71lLp+/YmGCLcbyhxMtGFZVlUA4Gj+DVdXWy3MHm7llXQG/ePEY9758fMjZ7f7WFrnZWjk4XWlFvpMf3LSMeRn2BI8a7EhTN75ghJ+9cJTfvXfNqB4jYoYLkCe9k54QYvwe31XP8ZZeXBY9KwucdHpDA1r9jmRVgZNQJMrhxm7eON42iSOdOo/urKPR4+fnN6+SXOUJmpth5+vXlvLlx/aR4zDR6Q1hNmhp6g6Q7TBNWnAMsRJvNqN2XIv/9td7sBu1fPSCuawrli6NM8EPb1rOqkIX3/3PoQH123PG2chFURQ+9JbhF5zqtRp6gyF0Wg2XL8mipTtAeWU7bxxvZcPcwWkdQ1XTURRlQHpXYWqs3jLApy5dwNvL8tlf38WbJ9r5e3kNvUPVGR/iJMeumk6u+fnr/OrW1bxlfvqwvxPAg1trqG7v5erlOYQj0XgJOzExsheFmMY2zE1Fo0CHN8TO6k4qWnvpGEWhfLtJx8IsGzuqO9lb5xlTx72Z6I3jbay/53luu38rn/77bo40ja4dsRjsgoUZbJibSiAc5UhzD7tru2jq8k967nptu59Gz/jrKntDUd67oQiNLFiaETQahXevL+SZT543IP9Wr52cv5+qqrxxvI1gX8318+an85N3rOBQYzeeJNYvjkZV8t0WLi/N5qvXLGHzFy/i7isXkW43jmk73mCE/31s36CqF76+YPu/+xtp7w3y42ePcP8bFbx1aTbXrsiNB8dvnmiLVzcS4yMpFkJMY/5QhAt/8BL1Y8z5PJnPeba6eFGGnGqcgDeOtXD3v/ZjM+ow6DT9irypBMNR9g7RDnoi7EYd3cN0ghzJppI0/vSBdUkckThTmjx+fvzsERQFrl6WQyAcJTPFxOKc0Zd1G43K1l7MBi2ZfVUmADp6g7iSdOYpGlX5yF92cO+7Vw+67fVjrdzyuy0DrhsqxaK/AreFG1bl8rZVeWQ7THzozzvYU9tJe2+QiKqyIt/JvbeuHvA7AbxypIUndtfz/ZuWT/wXm8UkxUKIGUpV4cbVefzypeOExzAbcLZPor15ol1ONU7A4hwHLT0BTrQObjhj0Gmw6DV4R7mIbrS6A2HyXeaE+c+j4fGH8YciUtlkBspMMfGdty3jQL2H637xOsFI7LW1ttjN+zcWcXlpdvy+u2o6yXGayLCbhtrckBI1A0lWcAzgDUUIRxO/LzbOS2N5noPd/copjqY/ZHW7l588d5Q/ba7ilc9ewO/eW0Z9p4/Nx9soSrOyujBxvvamkjQeKq/h2/8+yKcvW4BOo8jC1TGSGWQhZoDNx9v44J/KB9UPTaSs0MXO6g5meVbFiB750DmUFUk+6nj9Y3stn/r77oS3nb5QVKPA/EwbDrNhQjWSM1OMhCPqiJ0jh7KmyMXfP7Rh3M8vpta+ui52Vnfw5cdOVbgw6jTMTbdhM+mwGXW8cbwVfyhKSYaNm9cVcNvG4ikc8WAefyhhVQyAb//7IL9+5UT88mgXXJfmpvDEx84dc4AbDEfZU9vJvAwbf9lSzXvOKcQ+xNjOVsPNIMv0ihAzwDlzU/ngCAtQTur0hc764BgYVa62GNplpVkYhpiBP9TQTUa/nMrl+U4ONfawpaIdo04z7hrETZ4AczPG39xDDohmttJcB+8+p4h/fXQjd1+5iCtKs1hd6CLbYaKytZcXDjXH6wofbe7hm08d5HevnuD5g00ca+6eFl3qhgqOn97XyJN9ZeiGo9UobJyXyqJ+XQP31Xn47asnhu02mIhBp6GsyI3TYuDO8+YQiqg0d/v5yXNHaBply/azmaRYCDFDvHdDEU/uaeDgCJ2kUq0Gjp2hMU1nZUOcehSjYzPq2DAvdVAHMoilQ6RY9CzItFPd4R3QyTEQjtLk8ZNmM4y6iQ1Aht1IqtWAqqpYDRp6g2NP4XBJDdhZYUW+kxX5Tm7fdOq6aFRle3UHrx5p4UCDhyZPgG5/iAe31VDb4cUfirKmyMXnr1jI6kJ3/DGP7a6jMNXK3DQbKWYdhxq78QbDrCpw4fGFeelIM9euyB3w/Kqq4vGHqWn3kucy47RMLA3DH4rw42ePEFVV7rpwHk0eP//Z18jpZSwuWJDOd962LJ5PfLylh4/8eQeHm7q559+HON7cy3dvXDauMei1mniVn9s2FvPLl45x2ZIsilOtaBRF6icnIAGyEDOEzajjG9cu4cZ7Nw97vx3VHSzKtnOw4eyt5LAg057U3MKzUTSqxlfMJ1I3TK5wOKriDw392NOdXKzU3B2rYpFqNVCaa6PJ4x9TY5uz+TU/22k0CmuK3KxJcJagJxDmmX2NpNoMLMtzArF0jXf8ejPzMmwszErhXeti3ep+8eIxWnsCpNmM5DjNnDPnVM3sSFTlwW3V/PyFY0RVlVvWFXLneXMmPHaTXssznzxvwHXvP7eY7z19eMB1JZn2AYvt5qbb+Pq1S3jnb99EVeGh8hquXZHDhnmJOw2OlsOs5wtXLCIUidLWE+T+Nyr4whWLJrTN2UhykIWYYd5+7+YRVz6XFbqoaO2N53IadQqB8PR5r08mRYH737eG8xdkTPVQZjR/KMKabz437soSboue9lGmuZQVuSgfIhdzVYELvVahorU3HkAP54VPvYU56eNP0xCzU3WblzdPtLF+TioFqYM71b1ypIUvPLqXskIX163M5dyStElv3dzlDdLSE6S520+zJ8DlpVkJF5k+uqOWzzyyh0hUxajTcOPqPL5y9ZIJN0f64X8Ps3FeGk0eP/MybCzJcUxoezOR5CALMYt85IKRc5HLqzow6DSU5qawIs9JgXvw6m0AnSbW7nRVgZM1RbMjJeGe65dKcJwEJr2Wt63OG/fjx5JLrBlm8dGO6g5UIMWsH1V1lt+/VjEtclHF9OK06qnt8HL9L1/nQP3ANLVAOMInH9pFtsPEt9+2lAsWZkx6cAzgsBiYl2Fjw9w0rluZO2QFlhtW5fGnD6ylMNVCMBKNLbi7bwuVCarMjMV589M50dLLlUuzKRhje+uzgcwgCzHDqKrKdb94/bRyQcPLdphoOK2W8upCF00eP7V9p8rXFbsnVIFgqikKfPeGZbx9Tf5UD2XWaOjy8db/e3VcCx7HUot7pPuuLnCyvbqTeelWjrUMHxSU5qRwy/pC3rW2YEzjFWeHYDiKTqMMaCgTiao0evzjXlw6UZGoSiAcwWIYOevVH4pQ2+HlpcMt7K/38N23LZvwTHI0qvLNpw5y3vy0s25yQeogCzGLKIrCZy9fOKjo/HA8vhBri9zodQq9gQihSHRQQDKWOsvT0RevWCTBcZJlO8ysLXbzzP6mMT+20eNneZ6Ddm+QfJcFfyiCxx+moqVnUJWV3hHSOCJ9EzluqxFOC5AVYF6GDbtJRygSa2JyomX07djF2SVRMKnVKOMOjl841IRRp+WcOanj7uJ478vHCYajfPKS+SPe16TXMi/DzrwM+7ieKxGNRuHLVy1ihn8FJJ0EyELMQBvnpbGpJI1Xj7aO6v69wUg8b3lBpo3DTYMDiC5fCLtJR/coai1PN/MybNy2sWiqhzEreXzjez3UdfjiC/ky7SZ29LWqXl3owuMLkWLWUdfho9ETGLElbmffDLZOq+C26nFZDKRajQQjUTq9QY42D3w9T3RGTYjRWlucyjt/s5kMu4n/uWQ+JZk2DFoNURW8wTAWgw7tCIHzf/c3otdq+MgFczHqpqbRjaIoTFKX7xlLAmQhZqjPX7GQN46/PmJwcbqh7n2suYcch4lcp5nqtt6kd0qbLDqNwreuK5WueZPgUKOH7dUTb1nu61fRov+ZiwK3hbXFbvbXdbGmyEV9p5+6zsHVMVxWA5VtXmravbT3hmjvDXF8mFSLxq6RF/Ml0tId4BcvHuMrVy+WrmNiSNGoysPlNRxo8NATCFPd5mVfnYcXDjWj1SiU5jro9Aap6/Bx14UlfPzikiG3daSpO54ut7O6k/X9qmqIqSXfKELMUEtyHNy+aexdpHSaod/29V3+WJ3QUJTleQ6yHWNv53ompZh0fPdty1gnXypJ19zt5/YHygmGx3egtLrQxbpiN2uL3RiHmNGtbveytaKdxTkpbKvsINU2uDRftsPEvrpYADHa0n3N3eNrgrC/vos/vFHJswfGnlIizh6/e+0En390L3/cXMWjO+oGdDiNRFV213RS1eZFUWDT/OFLsrX36xr5/WcOD3NPcaZJgCzEDPaJi+ZjNYztlJzVOLr7767toqErlke6rthNvmtqFrAM5yMXzJtQpQUxtG88eTC+gHM8Or1BtlS0s7WiPZ5eMZRtlR1k2I0DGo6clO+2EOpLWtZqlAEd/IYSHkcryfbeIP/3/FEAHtpWM+bHi7NDk8fPE7tH7ogH8KcPrGNVwfDVgV4/dipNrmoMNb/F5JMAWYgZTKdVxtzlabiSWonsru1iS0V7fKHUdNK/HatInraeAP/ZO7ogYChjTf1p7g4MSMUAKEw1o1ViFVYgdgoawDxEOayTTt/OaNzyuy3x7R9qlIYjZ7Mub4h/7azj2l+8zhce3YvHf6qKyxcf3cveupErCBWnWVlZ4BzxflbjqUzXDm+QmvZYKpGYehIgCzGD6bUavnzVInSjXD2tKLGuU+NR3+knb4rKIA1lLN3axOi9eaJ9wlVNouM8oFqe52B1oYs0m4GqNh+bT7SzpaIdh1nPslwHzd0BSnOHPzA62OAhHBldaoiqqvxpc+WAFu71Xb5xv0/EzHawwcP7/rCVTzy0i901nfxtazXv+f1Wjrf00NztZ1/96Mprfu2aJaNacNc//SgSVbnx3je44Acv8cz+xnH/DpOhyxfiUKNn5DvOIhIgCzHDXV6azYN3rh9VoXetooy7uLzbaqC9d3yLnyaLBMiT45UjLRPexnjj65MlCFt7ggOu7/KFOHnyY6SzIBcsyBjVos1wJMpnHtnDlx/bP+B6vUbDU3vqxzZwMePVdnj5yF92xM8knLSrppOLfvgya7/1PE2e0X0G/uql49QnWHB6utNfp02eAOGoynf/c2jU4z4TwpEon31kz1QP44ySAJnYl+xoZxuEmI7Kitz895Pn8f8unIdhmMDAbNASjo7vtd7eGyTNPr0W7Q33u4rxiURVnppgegUw5m52a4vcuC16THota4vd5CXIeT9ZgnC4TWsU+MQlQ1cNgFgKyb0vH+fdv9/KI9trB93+zetLWZ7vHNP4xcymqio/+u8RKibYne6kzSfauPCHL/H5f+yhsWvoRaOP7axLeH1bb5DoNCpMnGoz8tVrloxYs3w8xpqOdabItwuxpPux5mUKMd2Y9Fr+59IFPP2JTVxRmpXwPt3+MKW5znE/RzgSZUGWncXZKdOiNfVCyUFOuvrO5KQXZDtGl46j1SisK3aztbKddm+IHdWdbK1op60nQFmRi9x+gXKKWUdZoSte0/t0GgV++PblLMwa+nXx3vu2su6e5/nOfw6x+UTbkPcbbhti9ujyhahu83LDr97g+UPNSd22PxTlwW01XPaTV3j16OCzMp3eILtrO4cc12jTOc6Uxdkp/HOIgH48XjrczKf/vpt/7Bh8kDodSB1koDDVOtVDECJp5qTb+NWtq9lf38VPnjs6oGSV3aTjaPP4FyDVd/mhbzbk5MKpqWLWa0eVViLGRqdRmJ9pw2UxEFVVGrv81IyjmkV5VQdri91sHaZ9uV6rsCg7JWGLc18oSnllBysLnPGGI7tqukiUbm836Xh7WT63ri+kOG3oz/PjLT28dqx12Bkrl0XPxnnDl+YSs0M0qnLX33biNOuxGnR0+cbeUn00unwh3nvfVpbmOfnK1YvjlS0eLq+JV2hJ5O5/7eOxj26cNjW5TXott64vTNr2IlGVT106f9QH02eaBMhCzFJLchz89j1lfPGfe/nrlmoAVuY7eWWU3fdGsr2qg7VFLrZWTryRxHjMy7CN2KFKjF1mioljzT3xHGKjTsFu1BKJqkRUlWg0tgDv5Pf6ynwHnb4QvYEI3mCEnkAYvVbpC1RVVuY7ONrUg0mvZXFOCg1dfjp9IVq6A5TmpLCzZmyzZP1jW61G4XOXL+CWdYUDqgEM5bFd9SOezi3JsI+77bCYWdq9waTk249GVIXdNZ28776tXLsil1Sbgd+/WjHsY/bUdnGkqYcFWclrKz3VAuEItz9QTpcvxI/evnzaBscgAbIQs943ri1lWa6Dx3fXs+VEG0WpFiqTUG8zHFVpHOWClcnwobfMnbLnns00GoVzS9LjgUMgrBIID70Y8vQAtyTDittiIBxVqWn3YtLrmJdpZ1dNJ68cbaUkw0ZLdwCbQTuq4HioCi16rcLP3rWKy4dIJ0okLUEjktMtyp49wYgY3o6qM39w7/GH+dObVaO+vzpk79OZyaDVsDgnBdTRp2FNFclBFmKW02oU3rm2gHBEJRBRyUhJ3kK7RJ3PzpQNc6V73mT52TtXDpuqMByX1ciWyg62V3fS0BWgorWXXTWd8dv94Qh6jUJPcHQVSBI1/ZibbuVvd6wfU3AMjKqN75XLcsa0TTEzba/q4KN/3THVwxjRI+W1Y17wOp0pisIXrljEF966aFRnfaaSBMhCnCWK0mL5ujurOpiXYRv14wxahXkZNlYXulhb7GZdsTteAN83yiAn2ewmHU6Lfkqe+2zgsOi568J543rsSEkvNe0+VhY6R72900ODBZl2HrzzHMqKxp4DPz/TzrI8x5C3ZztMlBVO/eJTMbkau/x86Z97h83/nS5+91oFV/3sNZ4/KO3Pz7TpHb4LIZImq+90Viiqjqme8ZIcBzv7zQCetKrASXP31KRYfO7yhdNm4cpsdXlpFl974sCkLFzaWjHyAr6TDP0aKbitBp6469wB142Fqqr0+Ieu0HHtilw0ktc+Kz2yvZbK1l721nWxpaINf2jmlHbdX+/hAw+Uc83yHL56zRLc1sk/c1fb4UWn0ZDlmF6lPc8kCZCFOEtYDLGuTkadMuqZk0y7MWFwDLEFJKln4IP6dDesyuWWdQVn/HnPNhaDjnetLeDel4+P6XGjPRu8taKdhVn2Yds6m/WaAR3utBplQjmZ/9xZx4lh6txes1zSK2YDVVUpr+qgyxvi9eOtPLmngZYpOphPpsd319PlC/HA+9dO+nMFw1Fu+t1mPnrBPG5ZV3BWTkhIioUQZ4mTAXIgrLJ4lPWD0+3GIW8LR1WcljMfIH/60gVn5Yf1VLhjU/GkprIcauxm4TAr9JflOePNQQBaugP89pUT43qumnYv970+dNWAolSLLNCbBaraernuF69z072buf2P5dz/euWsCI5PevlIC/9I0Nwm2U6WC/3Rs0f40r/2DbtQd7aSAFmIs4Sn36ny/t2ijDoNi7NTcJhPBUJWgxatRsFsGP4kU/AMd6B0WfRkn8Wn/M60VJuRb1xbOqr7Osx6VhY48QbH1mSkpt3LkpwU5qYPXBS4Mt+ZsCHIQ+U1Y9r+Sb948Rj76jxD3n55abYceM1Q4UiUxi4/X318P1f99DV2106vBhvJ9vMXj52RhXsr8p089tGNHGvu4aZ7N9PkGboj4GwkKRZCnCWq+pV2a+4OUOC2UNfpY0GmnT11sS+UskIXUVVlR3Vn32Kr4T+EA6EIK/OdePwhUm3GUeWUjtfFizL49g3LJIg5w65ensPju+sHNJxJJMthYmd155i33xuM1U+2GbVkO4yk200oKuxv8CRM16hp97GzuoOVBWNbTNfhDQ57+1grYojp4+HyWh7dUUv5FJRtmwoVrb28/w/buGZFDtcsz53UevD5bgsP3rGef+9r4GCDh8wkVkGa7iRAFuIsUXVa7WOTXsOaIhdvnjgV1JZXdWDRx04sqcC2yg7WFLnYNkQzkPouf6y7HnC8pZdsh4mGruTMMui1CsvynCzMsqPVKLx/Y/GwKR9i8hSlTk7HQqNOQ2mug+39ApuGrtjp8EXZdg42JM5P1ozjIGlFvotn9icO8t1WA8tyh65uIaY3Xyhy1gTHJ714uIUXD7ewusBNwSS9P0/SaBSuOgvLH04oQFYU5fvA1UAQOA7cpqpqp6IoRcBB4HDfXd9UVfVDE3kuIcTEVLYNXJx0pKmHtQnaRXtPW929rbKDdcXuhO2AT+e06CccIGelmLj7qkVctDATc1/etJhaOm3ys/HMBi25TtOA4Lg/2xA1UhUF0sZxoPTONfl8/5lDJGqkd+68NKleMYPtq5vdKRXDeWpvAx8+X5omTYaJziA/C3xBVdWwoijfBb4AfK7vtuOqqq6Y4PaFEEnQ7Q8NKslWmptCbcfoOuptqWgnz2kmy2GitsNH4xC5aL2BCEWpFow6LYebhq5OcDqtRuG2DUVcsTSLZXlO9JMQkInxy5qE06rLch3DHnQdauxGrx1ccSXVakQ/jmDWZTXgMOvp8A4uW3fVsuwxb09MD93+EP/cWTfVw5gy3336EJ3eIJ+9fOGkplqcjSYUIKuq+t9+F98EbpzYcIQQk6HitNJWo50R7q+200dtpw+DVmFdsZvDTd10nhZsVLfHAu7FY6gGMCfdyk/esYJlec4xjUecOScbwwxHAcx6Lb7Q8KvdLQYtS3JS2F41/Ouv2x/GqNNwMg8+3W7k1nWF3LyuYNypNufMTeXfexsHXJeZYuSChRnj2p6YehaDjuV5jlm/MG84v37lBI0ePz96+woJkpMomTnI7wce6ne5WFGUnYAHuFtV1VcTPUhRlDuBOwEKCqS2qRCT4XhLz4DLE1n/HIyobKloR6uQMD/ZoNNQOUyt2f5yHCYevGN9Uttfi+RbmJWCSa8ZtrmCCizJSRmQC2oz6liUbaelO0Bl28mDp5Qhc9r7y7QbaeoOkGE38pnLFnDNihyMuoml3PzwphWcM7eW+16rIDPFyO3nzuHckjQ5YzGDaTUKn7xkPu+7f9tUD2VKPbarnmyHmc9fsXCqhzJrjBggK4ryHJBoee+XVFV9rO8+XwLCwF/6bmsAClRVbVMUZTXwL0VRlqiqOqjGjqqqvwF+A1BWVjb9+z4KMQNVt/mSvs2ISsJ8zvkZNpo8AVw2DXUdwz/vL29dLcHxDGDQabhgQQb/2dc47P3KqzrIcZio7/KjUaAk0xYPhgvdFkAd1WKqsiIXgVCE9t4g37p+KZcszkzGr4HZoOXd6wu59SxtfDAbRaMq++q6zvpZZIAHt1XzqUvnywFfkowYIKuqevFwtyuK8l7gKuAita8wn6qqASDQ9/N2RVGOA/OB8gmPWAgxZi09A3OGAyOcBh+N2GnywcGOxaijpcfDmiLXsAGyzRg7NSpmhk0l6SMGyABarYLToo91YexX9q2qfXT57gAH6z30BiMszU3h4fKapAXIJ0lwPHv0BsM8vrue4y2jO2s1m3V6Q3R4g2TYZdIhGSZ0mKEoyuXEFuVdo6qqt9/16YqiaPt+ngOUAONrfySEmLD+naR0ScpRM+u16LUDt7WmyEV5ZTt5LjNNnuG7V/UEwrT3Dl+bVkwf6+cMrniSSIsnQKc3xOGmnpHvPITFfY1Dmj0B1hSNrd6xOLvYTXru2DSHSKLTWWchu3HyOl+ebSY6D/9zwA48qyjKLkVR7u27/jxgj6Iou4FHgA+pqjp5HQSEEENSVZXK1lOzd0tyU5JyKrK8qgOFWI3cpbkp5DrN7KzqoKzITZPHH1+wNxStRsE6RCkvMf3MSbdx7YqRa6H6wxPvrritsoPjLb00dQfYVJI+4e2J2e3G1XlDlgU82zyzf+SzPGJ0JlrFYt4Q1/8D+MdEti2ESI7NJ9riJdfKCl1JLagfjKjxxVcOs445GbZRd9NbmuvApJc6xzPJPdcvpbHLj0qsMkr/MxOTkbRg1GkoSrWOfEdxVlMUhXesyef3r1VM9VCm3F+3VHPdytypHsasIJncQsxyf3yjCgCNMrhZSLJkpRixGnQcGeVp9XS7ka9es2RSxiImj9Wo41e3ruJgg4c0m4GyQhdFqRbWFLloGqI29khWFzhZVeDEZRl4atig1fCN60qlWYwYlc9evgCHWdILLEZ5vySLBMhCzHIn1yPNSbfR2pP8nN8MuxEV4i2nR2IxaHn0wxtYke9M+ljE5HNbjXzsgnkcbOimvKqDyjYv2yo7EjbgGMnaIhfbqzvZUd3J/MxTtbMdZj2PfPgc3l6Wn8yhi1nMqNPyobdIRzlJSUoeCZCFmOWcfTNzyahccTq3VU9xmnVMgff/XDKffLcl6WMRZ857NxRRMMG/odWgpbLNi6LA0twUdtd0xm/7wU3LpXGMGDO3VWaQL01yxZezmQTIQsxiqqry+rE2gEmpN1ySYWdLRTslGVYy7EZGqp5VmpvC+zYUJX0c4swy6bV85erFE9pGbzCCVqOwqsDJ3jpPfHHfW5dmcfEi6Wwnxm79nNQRP4NmM6NOI5MPSSQBshCzWCSq0tDlw6TXUNEy/rJbQ2nuW6R1qLGH5u4ARalW5mXYEt43z2XmZ+9ahU6K2M8KFy3K5G2r8ia0jYYuP9urOuOXV+Q7+d6Ny6VOsRiXwlQr15/FC9QypelSUkldFCFmMZ1WQ4HbQmWbl4Ay8fJb/aWYdVSc1lL65OW1xW52VHUQ7qtNurrQxa9uWSVd82aZz1+xkH/sqE3Kts6bn869t67CYpCvJTF+7zmniEd31CV1m26rgbfMT2dTSRpLcx3YTDpsRh3V7V5++vxR9td7qO/0Jewseia9dWn21A5glpFPIiFmuRynmeMtvczNsLEnia1Y3RYDHl844W1bK9pZXeBie3UHFy/K4NfvLkObpAYlYvro9CZn0edNq/P41vVLMejk7IKYmFSrYcLbuGRxJu9ck084qpJuN7I8z5nw82tJjoNfv7sMgMrWXn79ynEeLq+dkqYlNqOOD5xbfMafdzaTAFmIWSwSVdlbFwuKDUlObTDph99ebzCEXqvwyUvmS3A8S9V1Dt1KfDTcVgOfu3wBby/Ll7QKkRQTeU3efeUiLl2cRUHq2PN4i9KsfO2aUo4397K1cmAt+DSbEYDWnuG7i47XkpwU7r11Nel246Rs/2wlh+tCzGK7azvp7Cu/VV7Vgd2UvGNim2n4FeMmvY6fvGMlS3IcSXtOMb1smJs24n20GiXeklyvVTDpNdywMpf/e+cK3vj8hbxjTYEExyIpTrT08KuXjo/qvqe/5C5YkM7tm+aMKzg+yaDT8Kfb17K2+FRb9lSrgT/fvpZc5+Sll335qsWyOG8SyAyyELPYk7sb4j/rtQqhJLQBPun8+ensr/PgG6J83NXLc7hymeTEzWZ6rcKd583hN6+ciF+XmWJkaa6T61bmcM6cVKxGHRpFoaK1l3y3mVBYxWGRclwi+Vq6Axxs8Ax5+x2binnb6jyyUkyY9FoON3ZjNepIMetwWSaemgGxesyfuWwBN927mY3zUvnlzavZfKKN3UlMb+vvitIs1s9JnZRtn+0UVZ3irPJ+ysrK1PLy8qkehhCzQk8gzDn3PE93IJYnvLbYPeo20KOxNNfBd9+2lHy3hQe31nCw0YM3EKE3GOYj58/jnLnyoX02UFWVRo+fnz5/jI3zUrlyabbMCIsp4w9FuPfl4/zqpeMEwlE0Cty+aQ4fOLf4jFV58Ici3P96JZtK0liUncJ779vK+QvS+eF/jww5oTBe//jwBlYXupK6zYn65EO7eP/GYpbmTf+zh4qibFdVtSzhbRIgCzE7/XFzJf/72P745awUI42e5ObAGbQaHvrgelYWTK8PaCGEiEZVgpEoJv3UtV9u8vhp6wmSkWLkoh++TJdv7B0nh7K2yM1DH1w/7Q5IjzR1c9O9m1me7+S+95ZN69KewwXI03fUQohxU1WVv26pjl/WaxWC4eQfDAcjUTz+xJUshBBiKmk0ypQGxxCrTbw4J4VUq4Fn/+c8vnPD0nhO/kR97dol0y44BpifaecXN69i8/FWtlV2TPVwxk0CZCFmoX11Hg41dgOxahNz0620J6kk1+nu+GM59ROsZiCEELOZoihk2E28c20BN67On/D28lxmFmbZkzCyyXFuSRq/vGU133/mEBWtvfQEZt5EigTIQswytR1efvDfw/HLLouBQ43J76J30pw0K6m25CxwEUKI2e6SxRNvpT433TYtZ4/7u2hhBoqi8ME/lfPbfgt5ZwoJkIWYZeo6fLx8pCV+eTKP3C0GLT+/eRVG3dSexhRCiJliU0k6167IGfY+idIwcp1mLl6UybUrcvj4xSWTNbyk0WgUrijN4khTD49sr+Xh8hrqO328cqSFbz11YKqHNyIp8ybELHN6O+duf5gFmTYONyVvFlmnUXjL/Fjd0HkZtqRtVwghZju9VsOP376CW9cX8tLhZo409bDlRBsef5hcp5lf3rKKnzx3hBcPxyY6bEYd37yulKuWZU/rBW+J9AZiVTvqOn189pE98evPX5A+VUMaNQmQhZhlilIt5DrN8Y5Sa4pc7KrpHNe20u1G3rUmnw5vCJdFT0aKicwUE6sKnKTapGuTEEKMh0ajsKbIzZqiWFORUCTK1op2FmbZSbUZuf+2tWytaOdvW6u568J5zEmfeRMR26s6eHx33aDrFQXeUTbxPOzJJgGyELOMNziwzubxll5CkfFVsOjoDXLXRSXoZ9ishRBCzCR6rYaN8wZ2plxb7B7QlW+m+b/nj3K8pXfAdXdfuYgPnFs8RSMaG/nWE2KW+ePmqvjscWGqhfbe8VevmJdhk+BYCCHEmP3x/Wt54VNvwdnXOVNRYg2mFEWZ9gsMQQJkIWad3f3SKdLHmAaRajVw+ufWdGomJIQQs123P8SzB5oGTG7UdnipafdO4ahGZ3tVB4/tiqVVqKpKgdtCjsMMwO3nFrNuBrXFlhQLIWaZg42eUxfGeJD+n49vIqKqbK1oJ8dpZlmeY0Yc6QshxGwRCEe56287CEdU1hS5qW73UtfpI91uZNuXLp7q4Q3JH4pw82/fxGrUsb2qAwW4dEkWx1t6uGBBOp+5bOFUD3FMZAZZiFmk2x+iqu3ULIM3EBnm3oM1dPnJdph569Js1hS5pXybEEKcYWk2I5++dAHhqMrmE23xlLluf/LaVCdbJKpy+wPlBMJR2nuD/HFzFd2BMBvnpfHyZy7g/tvWYtDNrJBzZo1WCDGsPbVdpNmMPHnXudiMOqJjTI+49fdbuPV3W/jWUwcnaYRCCCFGcuPqvEHX3X7unCkYyejc/3oFrx1rjV9emGXna9csASDLYRrqYdOapFgIMYscqPewfo6bdLuRnkAYm3Fsb/HMFBOfvKSEVQWuSRqhEEKIkTgtBm5eV8Bft1QDcPXyHC5YOP1qBwfDUX7+4jF++vzR+HULMu384ba12E36KRzZxEmALMQscvumYgLhKM/sbwSgrTeI3aSj2z9yN700m5HHProR6xiDaiGEEMn35SsXU5xqxWzQcsu6gmm1HkRVVV460sK3njrIseZTTah0GoV3rc2fsbPG/ck3oRCzyD931uGyGnjlSOxUV2t3AKtRO6oAeX6mTYJjIYSYJswGLXecN73SKlRV5c9bqvnjG5UcPS0w/tq1S7hhZR5mw+xYuyLfhkLMIr966fiAD63uQJhF2XYaPYEhH6PVKBh1Gi5YkHEmhiiEEGIG8gbDfOHRvTy2q37QbZctyeKWdYVTMKrJIwGyELNEbyDMsZaeQdcfbPAkuHfMxnmpfO/G5eQ6zZM5NCGEEDNYNKryoT/v4JUjLYNu02oUPnlJyRSManJJgCzELKCqKj974RinF62wGXX0BBKnV2g1Cj9+xwoy7DM/V0wIIcTkOdTYzev9qlScZNZr+dzlC5iXYZ+CUU0uCZCFmAWe2NPAg9uqB10/L8PKrpquhI9RgH/vaeC9G4qm1eIPIYQQ08vinBSOfesKPL4wj+6sZVdNJykmPR+5YC7Zjtl5BlKZTm1ky8rK1PLy8qkehhAzUm8gzIf/MvAU2OLsFA4Mk2IBcM6cVN6yIJ3bNhZJYxAhhBBnDUVRtquqWpboNmkUIsQs0OULcfXPXhtzcAyw+UQb/9pZh0ErHwdCCCEETDBAVhTlq4qi1CmKsqvv31v73fYFRVGOKYpyWFGUyyY+VCHEUB7cWs2J1t4B14023r14UQY/fPtySbMQQggh+iQjB/nHqqr+oP8ViqIsBt4JLAFygOcURZmvqmokCc8nhDjNtsqOAZezUkx4gyO/3b534zLeXpY/WcMSQozD7149QWVbL2uLU1lX7CYzRRbSCnGmTdY51WuBB1VVDaiqWgEcA9ZO0nMJcdZzWga29Oz0Bjne0jvEvWNKc1O4cVXeZA5LCDEOB+o9PLmnge/8+yAt3UPXMBdCTJ5kzCB/TFGU9wDlwKdUVe0AcoE3+92ntu+6QRRFuRO4E6CgoCAJwxHi7OO2GgZcthi0+MPRhPc16jS8e30h7z+3GI1G0iqEmG5+9I4VUz0EIc56I84gK4rynKIo+xL8uxb4FTAXWAE0AD88+bAEm0pYLkNV1d+oqlqmqmpZenr6+H4LIc5yN67Ow6Q/9XYuTLNSVuhKeN//vXoxd1+1mBxpDiKEEEIkNOIMsqqqF49mQ4qi/BZ4su9iLdA/sTEPGNybUAiRFPPSbeQ6zfG0ip3VneS6EgfAzcO0nR6OLxjh0Z215DjMtPYEONDg4f9dWILrtNlrIYQQYqabUIqFoijZqqo29F28HtjX9/PjwF8VRfkRsUV6JcDWiTyXEGJowUiULt/Ajnl1HT7WFrlp6QngD4XxBiP0+MM8sr2Wd6zJH9MMcnO3n2t//jolmXZOtPQQCEdZVeCkJxCWAFkIIcSsM9Ec5O8pirKCWPpEJfBBAFVV9yuK8jBwAAgDH5UKFkJMHpNey+/fW8bPXjjKcweb49dvrWyP/7w018ElizIwG7Q0dvrGFCBn2E089rGNZNhNhCJRdBpFysIJIYSYtaSTnhCzRDSq8sSeeqravLx8pIXtVadKv33/xmU8s7+J5w42AXDrugK+ef3SqRqqEEIIMeWkk54QZwGNRuGa5TkoQEOnjxtX53Hp4kwKUy34gpF4cAzw2O56/r23YeiNCSGEEGcxmUEWYhbaWd3B954+zOYTbRSlWqhu9xLt91a3m3R0+8NcvCiDOzbNYXWhC520mhZCCHEWGW4GORl1kIUQ08zKAhd/u3M926s6uO+1Cuq7/AT71UVelGUnqoI3EOEDD5QTjES5aGEGP795FVqpjSyEEOIsJwGyELPY6kIXqwtdRKMqDR4/z+xr5MXDzTR2+SnNdXDHpjmk2gw0dvnJd1skOBZCCCGQFAshhBBCCHEWkkV6QgghhBBCjJIEyEIIIYQQQvQjAbIQQgghhBD9SIAshBBCCCFEPxIgCyGEEEII0Y8EyEIIIYQQQvQjAbIQQgghhBD9SIAshBBCCCFEPxIgCyGEEEII0Y8EyEIIIYQQQvQjAbIQQgghhBD9SIAshBiX3kCYlu7AVA9DCCGESDrdVA9ACDFzRKMq5VUd3PdaBU/vb6Qw1cIjH9pAut041UMTQgghkkYCZCHEsOo6ffxzRy1GnRaNRqGtJ0Cey8y//98mFmXbURRlqocohBBCJJUEyEKIAYLhKI/uqOVv22owajXctrGI2zfNwaTXTvXQhBBCiDNCAmQhRFxbT4AP/mk75VUdAPz5A+s4tyRtikclhJhtOr1B6jp9LMxKQauZXWeh/rO3gTS7kTVF7qkeipgACZCFEOyo7uA3L5/guYNNhKNq/PrHd9excV6qpFGIs1ZHb5AtFW3sqe3ieEsPjZ4APf4QdpOeNJuROelWrlqWzbI851QPNWn8oQh6rWZSAtdIVOWhbTV8/5lDdHhDZNiN3Lg6jzvPm4PTYhjVNpo8frZWtOMLRTjS2E1th49N89N4e1k+eu3U1B5QVRWPP0xrT4AfPXsEbzDCfz95HlajhFkzlaKq6sj3OkPKysrU8vLyqR6GEGeNqrZevvf0YZ7a2xC/bklOCnddOI9sh5kFWXZJrRBnpXAkykf/uoPnDjYTiQ7/Pemy6Pnz7etYkuM4Q6ObPKqq8qm/76atJ8iv3706ae//aFTlr1uruffl49R2+AbdbjfqePc5hbz/3GLSbKcW/YYjUVp6AtR2+DjR0sOzB5p56XDzgAP5k4rTrNy8tgCrUYdBp+HiRRlDBt3BcJR/7arj9WOt9PjD5LnM5LrMpNmMtHQHqOnwElXBYdaT7TCRmWKiyxfiQL2HE6291Hf68AUjhKNRVBU8/hD+UHTAc5wzJ5VvXLeEOWk2FAUC4SiRqEo4otIdCOELRgBQgVAkioKCUa/BrNfitOgx67UyOTHJFEXZrqpqWcLbJEAW4uy0r66Ld/x6M719H9IOs54vX7WYG1bmopllpzyFGEljl5+/bq3mQL0HVVXZXt1Bpzc0pm0szXXwzrX5FLgtFKVayXdbEt6vpTtAms1wxoOfmnYvb55oo603SLrNiDcYpr7LT12Hj1AkisWgY3tVO5VtXgAy+tIE8lxmzAYtjV1+gpEoLosBk15DOKLS5PFjM+lYke8iM8VIZZuXUDhKMBKlut2LqkK2w8R/9jVysMEz4hg1Cpj12vjsdU8gzAjHJ0PSahQWZNpZlucgM8WEy6InEI5S3+njqb0NtPYEx7fhMTLqNLHAeIy/SEmGjftvW0OeK/HrSEycBMhCiEGONfdw8Y9ejl9+8M71rJ+TOoUjEmLyRaMqe+u6eOlwC68fa0WjAZ1GwxvHW8cdiA1lbbGba5bnUJrrwKzXcqChi0d31PHq0VZcFj3zM+3kuszkuSzkOEy4rQZMei0ui4GlecmZje4NhNlV08n9r1fy3MGmpGxTnDk3rc7j+lW5LM9zSrrGJJAAWQgxSLPHz4bvvBCf1ThnTio/esdysh3mKR6ZEAOdrL+dbjdS4LaMOjc2GI5ysMFDZVsvx5t7ONzUzbbKDtp7z8zM4XhpNQp/uX3duA9Yw5Eof99eyyPba9ld0znmmUsx/WgUWJiVwupCFyWZNgrcFvLdFnIcsdn9/rzBMIFQFJd1dDndZzMJkIU4i+2r6+LJPQ0YtAofuWAeJn3sVOn7/7CNA6ed8tRpFFYXurh2RS7XrczBYpAZCzG1egJh7vxjOW8cbwNgU0kaH3rLXBZm2fH4w2SlmAYECM0eP//Z18iO6g5eONhMdyA8VUOfkKwUE5u/cOGY0zDCkSiffHg3T+yun6SRiekmzWZgTpqNVJsBrUbhzRNtdHhDrJ/j5p1rCrhgYQY2mX1OaLgAWfaYELNYTbuXG371BsFwbPFIS0+Qe64v5Yv/3DsoOAYIR1W2VLSzpaKdv26t4pEPbZBFeuKMCoajfdUi/Bxu7ObhbTWcaO2N3/7q0VZePdoav5xmM3Dr+kI2laRxtKmH+1+v5HBT91QMPWkMWg3nzB2+ekyXN0Sjx08gHKG9N1YyrbK1lzdPtLO3rusMjlZMtdaeIK097YOuf/1YG68fa0OnUZifaSfVZiDNZiQjxch5JelsnCclPIcjAbIQs5gvFIkHxwB/21pNUaqFgiEWD/W3r87DD545zN1XLZ7MIYozKBpVOdTYzb921fHCoWbOmZNKuzdIpt3E/1w6Pz7L5A2GeeCNKl4/1orHH8Ks13LzugIau/z890ATjV1+unwhAuEIqgp6rYZUm4HMFBMpJh3zs+x8/KKSYc9AqKpKpzdEdbuX+k4fFW29vHiomV01nYQioz+z2doT5CfPHeUnzx2d8P6ZalaDli9euYjrV+YOu+9+/OwR/u/5mf/7ijMjHFUHTYj85pUTnFeSzvJ8J1eUZrEoO2WKRjd9SYqFELPYY7vq+PiDuwZcp1HgkQ9t4Ev/2jeqVeXvWpvPPdcvlXJDZ1B9pw+NopBmM6AbR13XUCRKY5efmg4vx5p7KK/s4EhTN1VtXnyhSMLHZDtMfODcYhq7/Lx0pIVjzT0T+h3cVgMb5qb2BcCxmc5wX+AbUVXCkWjSF8XNdDqNwo2r88hymPjExfMH3e7xh/jtKyf42QvHpmB0YjZbnudgboaNdJuRSFRFo1GwGXVoNQqRqIpeq8Fh1pNuN5LrNDMn3Torzi5KDrIQZ4FOb5B/723kxcPN1HX40Os0VLX1JixV9YmLS3jX2gKu+flrNHkCI2776U9sYmGWzDAk0/GWHh4ur6HbH8Zp1vO+jUVk2E1sPt7Ge+7bQiiisnFeKjeszMNq1NLWG6S6zUtDl5+W7gD+cASbUccdm+ZgNmh54VAz++q6ONYcS0+YRh/tYgzy3WZ+dctqSnMHVrF49kATn31kNx1jLD0nxGQwaDWU5qZQmutgdaGLy5ZkzciAWXKQhRiDP7xewd+21pCRYiTdbiTFpMdm1JHpMJGdYsLjD2Ex6Li8NGuqhzrA/z1/lPtfrwRAUSDTbkp4P7fVwDXLc8hMMXHLukJ+9OyREbe9r84jAXKSqKrKM/ub+J+Hd+ENnprN/fUrJ7DotURVNZ5icDKHcDj983HFzHfVshzSbEbCkSiKolDf6eM/+xr4/jOHx5R6IsRkCkai7KjuZEd1J3/cXMUX37qQO8+bO9XDSiqZQRaCWGvVAw0e8lxmjFoNBxo87K3zEAxHSLMZ0WgUAuEoqqpi0mkJRaNcsjiTjCGC0ETb31HVMeLCm4mqbO1Fq1HIcpiIRFUeLq/BG4yQbjOyIMtOYaoFu0kPwO6aTj7x0C4q+i2AGkqey8yrn71A0izGKRpVOdHawwuHmnl8dz376kZObRFnN0WJpVxIUCymu69evZj3biiakd8PMoMspoVmj5+WngALs1IS1jFt7w3isuin5E1m1Gn46uP72VM7ePW3QauhOM3KuSVpvGttAfMybIPu4w2GqWrz0ujx09odINdpZmmeg0hUpb03yBce3cuWinZWF7pYXegi32XGF4rQE4hw9bJsSjLtQ44tHIny732NvKUkHYdFP+zvUZRmBWKzlD3+MKsKXLR0B2jrDfLasVYe2e6nvtPH3rouGrr8o94/tR0+ntjTwDXLc0b9mLPdrppO/r23gQP1HvbUduLxz8xyY2JqqCoSHItpTVHgnuuX8q61BVM9lEkxoRlkRVEeAhb0XXQCnaqqrlAUpQg4CBzuu+1NVVU/NNL2ZAZ59lJVlT21Xeyp66Kpy8+8DBsLs+3MS7eh02roDYT59N93s7WincwUE3kuMzlOM4uy7Vy7IjdhbpOqqhxp6mF3TSdvXZY94TqP2yrb+cAftg0byFgNWlYVujD3jaepO0BDp4/m7pHzeIeT5zJj0GmwGnSk243kOE0syErBZtRy32uV7K3rwqjTkOM00+kNEo6qlOY4eOvSLC4vzabbH6K1J8j++i52Vnfy5om2CY+pP7tJx9/uWD8oL1Ik9tiuOj7x0C7JAxZCzComvYZLF2eR5zKzYW4a55bM7FJxZ2SRnqIoPwS6VFX9el+A/KSqqqVj2YYEyNOXqqrUtPs42OihorUXq0FLRooJjaLQ0h3A4w+RlWIi321Gr431ne8JhGns8tPtD+Mw63Fa9DjMsX8GnYZgOEowEkWrUdAqChqNgqqq+IJRunxBbEYde+q6eO1oK5VtvbT2BClwW5iTZqW1N8ixpm7q+2ZBc51mfvueMhZl2znR2oteo6Egdez969t7g1S09uDxhbnv9YqzOr/TbtKRlWJiaa6DT122gFyndNgbixcPNXPbH7ZN9TCEEGJCXBY916/MY36mjfPmp5Mzi74LJj1AVmLnxKuBC1VVPSoB8syiqip1nT56AmEiURVfMEKnN0Rzd4AjTd0cbuxmf33XjDhFnJViotETC5oXZtlZmusgra8sTVmRi3npNvzhKN5AmLpOH9XtXoLhKAadBkvf7G1mipEMuwmNAt966iC/e61iin+rM8tq0PKpSxdw28aZmVM2leo6ffxrZx2P76qf8c0qhBDiooUZ/O/ViylMtU71UCbFmchB3gQ0qarav3J5saIoOwEPcLeqqq8OMbg7gTsBCgpmZx7LdLDlRBs/fu4I1W1e5qTbOG9+GrUdsQBxX10XrT3BqR5iUpwMjgEONXZzqHF8QYpeq5DrNFPd7k3W0KYtt9VArtPM8nwH64pTOXdeGi6rYaqHNe35QxEONnjYVdPJrppOtld1UNvhm+phCSHEhJUVuvj6taUszjl7qxeNGCArivIckKie1ZdUVX2s7+d3AX/rd1sDUKCqapuiKKuBfymKskRV1UFLt1VV/Q3wG4jNII/1FxCjk243srWinagK9V1+Xjt29qYOjEYoolLZNruCY4NOw8a5qczPtDM3w8aCTDvzMmxYJ5i7PduoqkqHN0SHN0goEiUQitLhDdLSHaC+08+xlh6ONnVztLmHiHS6EELMMnkuM394/9oJr+uZ6Ub87VVVvXi42xVF0QE3AKv7PSYABPp+3q4oynFgPiD5E6MUCEcw6sZfdLvLG+KVoy28fqyV5u4AXT4pLj/b5LnMnDc/HYh1x7MadVgNsc5H4YhKKBJrMW3QaTDpNVy9PIdsx+zJHUuGitZeHt9VT1VbL7UdPho9fpo8fgL92nMLIcTZ5MKFGWd9cAzJSbG4GDikqmrtySsURUkH2lVVjSiKMgcoAU4k4bnOGve+dIKn9tZzRWk2ZoOWbn8Ijy9MW2+A1p4g+S4LH3zLHAxaDd3+MK09AY4193C4qZtdNZ0TbhMrpr+GLj/NHj+5TjN5LgsrCpwsy3NM6MBqtvMGw+ys7mRLRTtvnmhjW2W7VJoQQoh+XjnSwoF6z1mdXgFJWKSnKMofiJVxu7ffdW8Dvg6EgQjwFVVVnxhpW7JI75S9tV1c98vX5RSuGJO56VZ+9941FKdN/wUV3mCYhi4/jV1+TrT20u0PUei2MifdyoJMO5oEtbLHsu3jzb0cbe6morWXyjYvFa09HGroJizvKSGEGFau08yDd64n3z32alAzyRkp85YMZ0uAvPl4G/f8+yAWg5ZUm4Ech5kLFmawrtiNTquJ36+u08ej22vZUtFOeVU7/pCc9hUx79tQxHUrc5mfaUOrUejxh/GFIuQ4zBMKLM8EVVV59kATX318f7xM3+myHSauXZHLpy6dj77fe2I0nt7XyP/7206CEXm/CCHEeBl0GrJSTLisBtJtBr52bemsK/cpnfSmmXXFbt5/bhHfeuogWypi1SN+91oFuU4zX75qMZeXxtZE5jrN3HVRCXcBbT0B7nu9goYuP72BML2BCF2+EO29QTq8QbzByBT+RuJMWz8nlRX5zvhlo21mpFX0BsJ87h97eHJPw7D3a+jyc+/Lx7GbdHz0gnljeo59dV1DBscaBYw6LTqtglaj0OmV3HwhhChwWyhMtaDXatBpFDJSjBSlWslzWchIMZJmNZJ6llU3khnkKRSORNld28nm420AOCwG8lxmLliQMeZtqapKKKISjETp6A2yv97D3rpO9tR2saumk+4ZUMNYjE1RqoV7bljKhrmT38no5Kzvgiz7uOphBsIR/ru/ie8/c3hMpfOW5zt57KMbx/RcHn+Ig/WnCuYYdBpcFgMuqwG7URefYfcGw7zl+y/RksSOg0IIMdO8f2Mxn7tiwVm5fkVSLM5ykajKO369mfKqjqkeikgyrUZhdaGL8xekk+ey4LLocVkMZNiNpNuNo270sa2ynYqWXrQaBZ1WwaTXYjXosBi1+EMRfvb8MTafaENR4JlPnMf8TPuw26tp9/LAG5XUdHipafdR1dZL7yjOcmgUKEy1UpJhY1meg9WFbs6Zmzqq32E8Klt7+cwju9lWKe8NIcTZZ2GWnSfuOnfMqWyzhaRYzEKqquILxdIsXBYDJr12wG0t3QF2VHdQXtnBS0dapKrFLBWJqmytaGdrRfug22xGHcVpVkoybawscLEy30lJpi3hLMHKfCdd3hCvHYu19TZoNeh1GgxaDYFwBK1GYWmug5UFzhGD45NcVgOHm7qJqipZDhPBSJRQWCXFHOtYmG4zkpFiIt8Vq8KR5zJTkGqZ8CxGIByhsctPXaeP1p4gHl+ILl8Ijy9EW2+Qjt4gbb1Bmjx+GobIgRZCiNluZYGTP9y29qwNjkciM8jTnKqqNHcHONjgYU9tF0/srqfDG/uyP5lnqdcqLMlxMDfdRk27l6PN3XRIbqVIQKtRKE6LVYlItxtxmPWkmPWkmHSk2YxkOUzkOMykmHXTqs10OBLlcFM3u2u6qGrrJRJViaoQVWNpRc2eQDzgbe2RlAkhhBiNFJOOixZl8tWrl+Cw6Kd6OGecpFjMIt3+ELtrujja3M0bx9t49kDTVA9JzEIWg5YCt4X5mXYWZNlZkGlnYbadXKd51IGzPxShvtNHXaePug4flW1eTrT0cLylhw5viKiqEo2qqCpoNAo2ow67KfbPYTaQ6zSR7TSTZjNy/+sV7K8f1IhTCCFEEritBm5eW8CVy7JZmGWfVhMkk0kC5Fnq5SMtvPe+rVM9DHEWsRt1nDc/nQ+fP5fSXAcQO8tR2+HjUGM3hxo8HGrs5mCDh4q2XmnCIYQQM0y63ci6YjerC12sKnCxMNs+axfwSYA8Cx1p6ub6X7w+qoVPQkyG95xTSE8gzMuHW2jrDU71cIQQQkwCvVZhUXYK89JtFKRaKEqNrW1ZkuOY6qFNmCzSmwSRqEqPP4zHH8LjD9HjDzM3w0aazXhGnr8nEOaO8+bEFxy19wbZVdMp9ZDFGfPHzVVTPQQhhBCTLBRR2VPbxZ7argHX33XhPFYWOHFaDLFSmhY9KSb9tG9WNVoSIPd55UgLP3/xGHlOMwuy7KTZjLx+rJXt1R0syUnh/PkZ5LrMPHugiWcPNFHX6Uu4nZIMG2uK3awqcLGywEmu0zygwkSyrCqInfror6M3yBN76mny+On0huj0hujwBunwhgiGI0RV+hY3xXI/o2qsZqwE1UIIIYQYi5+9cGzQdXaTjutX5lKSaaelO0BrT4CW7gDtvUFcFgOFqZa+f1aKUi3kOs0DOghPJ5JiAeyq6eS6X7w+adu3G3Wk2Y2k2Qxk2E3kuy3xF0me04LDrMdm0qEd4qgrElVp7w3S2hNAq1GwGLRYDDosBi1GnWbMyfTeYDi+6v+efx9k92lHhUIIIYQQk02nUfjCWxfxgXOLp+T5JcViBMFw4ra0ydIdCNMdCFPR2jvs/WxGHSkmHXaTHrtJhy8UoaU7QFtvkEg08YHMyYDZaojVli1wW8hzmylwWwBo7PJT3+mn0eOjoctPsydAT0C66gkhhBBiaoWjKr3TNCaRAHka6QmEY8HrGJoXRKIq3f4w3f4wjR4/e+tkNlgIIYQQYiKmZ+KHEEIIIYQQU0QCZCGEEEIIIfqRAFkIIYQQQoh+JEAWQgghhBCiHwmQhRBCCCGE6EcCZCGEEEIIIfqRMm/AinwnW7940VQPQwghhBDirGIxTs9QdHqO6gwz6DRkpJimehhCCCGEEGIakBQLIYQQQggh+pEAWQghhBBCiH4kQBZCCCGEEKIfCZCFEEIIIYToRwJkIYQQQggh+pEAWQghhBBCiH4kQBZCCCGEEKIfCZCFEEIIIYToRwJkIYQQQggh+pEAWQghhBBCiH4kQBZCCCGEEKIfCZCFEEIIIYToRwJkIYQQQggh+lFUVZ3qMcQpitICVE31OGa4NKB1qgcxy8g+TT7Zp8kl+zP5ZJ8ml+zP5JN9OnGFqqqmJ7phWgXIYuIURSlXVbVsqscxm8g+TT7Zp8kl+zP5ZJ8ml+zP5JN9OrkkxUIIIYQQQoh+JEAWQgghhBCiHwmQZ5/fTPUAZiHZp8kn+zS5ZH8mn+zT5JL9mXyyTyeR5CALIYQQQgjRj8wgCyGEEEII0Y8EyEIIIYQQQvQjAfIMpijKTYqi7FcUJaooSlm/64sURfEpirKr79+9/W5brSjKXkVRjimK8lNFUZSpGf30M9T+7LvtC3377LCiKJf1u1725ygpivJVRVHq+r0u39rvtoT7V4xMUZTL+/bbMUVRPj/V45mJFEWp7Hsf71IUpbzvOreiKM8qinK073/XVI9zOlMU5T5FUZoVRdnX77oh96G854c3xP6Uz9AzSALkmW0fcAPwSoLbjququqLv34f6Xf8r4E6gpO/f5ZM/zBkj4f5UFGUx8E5gCbH99UtFUbR9N8v+HJsf93td/htG3L9iGH376RfAFcBi4F19+1OM3QV9r8uTB8efB55XVbUEeL7vshjaHxj8+ZdwH8p7flT+QOLvE/kMPUMkQJ7BVFU9qKrq4dHeX1GUbCBFVdXNamx15h+B6yZrfDPNMPvzWuBBVVUDqqpWAMeAtbI/kybh/p3iMc0Ua4FjqqqeUFU1CDxIbH+KibsWeKDv5weQ9/awVFV9BWg/7eqh9qG850cwxP4ciuzPSSAB8uxVrCjKTkVRXlYUZVPfdblAbb/71PZdJ4aXC9T0u3xyv8n+HLuPKYqyp+/04cnTrUPtXzEy2XfJoQL/VRRlu6Iod/Zdl6mqagNA3/8ZUza6mWuofSiv2/GTz9AzRDfVAxDDUxTlOSArwU1fUlX1sSEe1gAUqKrapijKauBfiqIsARLlx55Vdf7GuT+H2m9n/f483XD7l1g6yjeI7aNvAD8E3o/sx4mQfZccG1VVrVcUJQN4VlGUQ1M9oFlOXrfjI5+hZ5AEyNOcqqoXj+MxASDQ9/N2RVGOA/OJHVXm9btrHlCfjHHOFOPZn8T2W36/yyf321m/P0832v2rKMpvgSf7Lg61f8XIZN8lgaqq9X3/NyuK8k9ip6ebFEXJVlW1oS+dqnlKBzkzDbUP5XU7DqqqNp38WT5DJ5+kWMxCiqKkn0zQVxRlDrHFYyf6TnF1K4qyvq/awnuAoWZNxSmPA+9UFMWoKEoxsf25Vfbn2PR9QZ50PbFFkTDE/j3T45uhtgEliqIUK4piILZQ5/EpHtOMoiiKVVEU+8mfgUuJvTYfB97bd7f3Iu/t8RhqH8p7fhzkM/TMkhnkGUxRlOuBnwHpwFOKouxSVfUy4Dzg64qihIEI8CFVVU8m+3+Y2OpYM/Cfvn+Cofenqqr7FUV5GDgAhIGPqqoa6XuY7M/R+56iKCuInfqrBD4IMML+FcNQVTWsKMrHgGcALXCfqqr7p3hYM00m8M++Co064K+qqj6tKMo24GFFUT4AVAM3TeEYpz1FUf4GnA+kKYpSC3wF+A4J9qG850c2xP48Xz5DzxxpNS2EEEIIIUQ/kmIhhBBCCCFEPxIgCyGEEEII0Y8EyEIIIYQQQvQjAbIQQgghhBD9SIAshBBCCCFEPxIgCyGEEEII0Y8EyEIIIYQQQvTz/wHY6vHbt0KBRwAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Plot in original crs\n", "admin.plot()\n", "plt.title(\"WGS84\")" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Web mercator')" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Define projection as web mercator, 3785\n", "web_mercator = CRS.from_epsg(3785)\n", "\n", "# Re-project and plot\n", "admin.to_crs(web_mercator).plot()\n", "\n", "# Remove x and y axis\n", "plt.axis('off')\n", "plt.title(\"Web mercator\")" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Eckert IV')" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Define projection Eckert IV from https://spatialreference.org/ref/esri/54012/\n", "eckert_IV = CRS.from_proj4(\"+proj=eck4 +lon_0=0 +x_0=0 +y_0=0 +ellps=WGS84 +datum=WGS84 +units=m +no_defs\")\n", "\n", "# Re-project and plot\n", "admin.to_crs(eckert_IV).plot()\n", "\n", "# Remove x and y axis\n", "plt.axis('off')\n", "plt.title(\"Eckert IV\")" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Orthographic')" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Define an orthographic projection, centered in Finland! from: http://www.statsmapsnpix.com/2019/09/globe-projections-and-insets-in-qgis.html\n", "ortho = CRS.from_proj4(\"+proj=ortho +lat_0=60.00 +lon_0=23.0000 +x_0=0 +y_0=0 +a=6370997 +b=6370997 +units=m +no_defs\")\n", "\n", "# Re-project and plot\n", "admin.to_crs(ortho).plot()\n", "\n", "# Remove x and y axis\n", "plt.axis('off')\n", "plt.title(\"Orthographic\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Summary\n", "That's it! In this section we learned how to:\n", "\n", "1. reproject (transform) the geometries from crs to another using the `to_crs()` -function in GeoPandas\n", "2. Define the coordinate reference system in different formats using `pyproj` `CRS`" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.6" } }, "nbformat": 4, "nbformat_minor": 4 }