{ "cells": [ { "cell_type": "markdown", "id": "74c021c8", "metadata": {}, "source": [ "# Slicing and dicing GRIB data" ] }, { "cell_type": "markdown", "id": "57f67698", "metadata": {}, "source": [ "## Terminology" ] }, { "cell_type": "markdown", "id": "9087e85f", "metadata": {}, "source": [ "A GRIB file consists of a sequence of self-contained GRIB *messages*. A GRIB file is represented as a *Fieldset* object in Metview. Each message contains the data for a single *field*, e.g. a single parameter generated at a single time at a single level for a single forecast step. A field contains a set of *gridpoints* geographically distributed in some way, plus metadata such as the parameter, the generation time, the forecast step and the centre that generated the data. A field may be plotted on a map, and a Fieldset may be plotted as an animation on a map." ] }, { "cell_type": "markdown", "id": "15d2c76f", "metadata": {}, "source": [ "## Setting up" ] }, { "cell_type": "code", "execution_count": 3, "id": "92b61b84", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import metview as mv" ] }, { "cell_type": "code", "execution_count": 4, "id": "e93a623c", "metadata": {}, "outputs": [], "source": [ "# not strictly necessary to tell Metview that we're running in a Jupyter notebook,\n", "# but we will call this function so that we can specify a larger font size\n", "mv.setoutput('jupyter', output_width=700, output_font_scale=1.5)" ] }, { "cell_type": "markdown", "id": "207249af", "metadata": {}, "source": [ "## Reading and inspecting the data" ] }, { "cell_type": "code", "execution_count": 81, "id": "fdf8dd7f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fieldset (191 fields)\n" ] } ], "source": [ "# get the data - if not already on disk then download\n", "filename = \"grib_to_be_sliced.grib\"\n", "if not mv.exist(filename):\n", " data = mv.gallery.load_dataset(filename)\n", "else:\n", " data = mv.read('grib_to_be_sliced.grib')\n", "print(data)" ] }, { "cell_type": "code", "execution_count": 6, "id": "ad4f3d4a", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " \n", " \n", " \n", "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
2tsurface02022060812000,6,...0167odoperfc0001
lsmsurface020220608120000172odoperfc0001
qisobaricInhPa100,150,...20220608120000133odoperfc0001
risobaricInhPa100,150,...20220608120000157odoperfc0001
tisobaricInhPa100,150,...2022060812000,6,...0130odoperfc0001
trpptropopause02022060812000None228045odoperfc0001
zisobaricInhPa100,150,...20220608120000129odoperfc0001
" ], "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# get an overview of the data in the GRIB file\n", "data.describe()" ] }, { "cell_type": "code", "execution_count": 85, "id": "ef423bee", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " \n", " \n", " \n", "
shortNamer
nameRelative humidity
paramId157
units%
typeOfLevelisobaricInhPa
level100,150,200,250,300,400,500,700,850,925,1000
date20220608
time1200
step0
classod
streamoper
typefc
experimentVersionNumber0001
" ], "text/plain": [ "" ] }, "execution_count": 85, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# dive into a specific parameter\n", "data.describe('r')" ] }, { "cell_type": "code", "execution_count": 8, "id": "1b68e47d", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " \n", " \n", " \n", "
shortNamez
nameGeopotential
paramId129
unitsm**2 s**-2
typeOfLevelisobaricInhPa
level100,150,200,250,300,400,500,700,850,925,1000
date20220608
time1200
step0
classod
streamoper
typefc
experimentVersionNumber0001
" ], "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.describe('z')" ] }, { "cell_type": "code", "execution_count": 9, "id": "c0758dc7", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " \n", " \n", " \n", "
shortNamet
nameTemperature
paramId130
unitsK
typeOfLevelisobaricInhPa
level100,150,200,250,300,400,500,700,850,925,1000
date20220608
time1200
step0,6,12,18,24,30,36,42,48,54,60,66,72
classod
streamoper
typefc
experimentVersionNumber0001
" ], "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.describe('t')" ] }, { "cell_type": "code", "execution_count": 10, "id": "67d031f2", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " \n", " \n", " \n", "
shortNamelsm
nameLand-sea mask
paramId172
units(0 - 1)
typeOfLevelsurface
level0
date20220608
time1200
step0
classod
streamoper
typefc
experimentVersionNumber0001
" ], "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.describe('lsm')" ] }, { "cell_type": "code", "execution_count": 83, "id": "e388b502", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmf2tsurface02022060812000fc0reduced_gg
1ecmf2tsurface02022060812006fc0reduced_gg
2ecmf2tsurface020220608120012fc0reduced_gg
3ecmf2tsurface020220608120018fc0reduced_gg
4ecmf2tsurface020220608120024fc0reduced_gg
5ecmf2tsurface020220608120030fc0reduced_gg
6ecmf2tsurface020220608120036fc0reduced_gg
7ecmf2tsurface020220608120042fc0reduced_gg
8ecmf2tsurface020220608120048fc0reduced_gg
9ecmf2tsurface020220608120054fc0reduced_gg
10ecmf2tsurface020220608120060fc0reduced_gg
11ecmf2tsurface020220608120066fc0reduced_gg
12ecmf2tsurface020220608120072fc0reduced_gg
13ecmflsmsurface02022060812000fc0reduced_gg
14ecmftrpptropopause02022060812000fcNonereduced_gg
15ecmfzisobaricInhPa10002022060812000fc0reduced_gg
16ecmfrisobaricInhPa10002022060812000fc0reduced_gg
17ecmfqisobaricInhPa10002022060812000fc0reduced_gg
18ecmfzisobaricInhPa9252022060812000fc0reduced_gg
19ecmfrisobaricInhPa9252022060812000fc0reduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf 2t surface 0 20220608 1200 0 \n", "1 ecmf 2t surface 0 20220608 1200 6 \n", "2 ecmf 2t surface 0 20220608 1200 12 \n", "3 ecmf 2t surface 0 20220608 1200 18 \n", "4 ecmf 2t surface 0 20220608 1200 24 \n", "5 ecmf 2t surface 0 20220608 1200 30 \n", "6 ecmf 2t surface 0 20220608 1200 36 \n", "7 ecmf 2t surface 0 20220608 1200 42 \n", "8 ecmf 2t surface 0 20220608 1200 48 \n", "9 ecmf 2t surface 0 20220608 1200 54 \n", "10 ecmf 2t surface 0 20220608 1200 60 \n", "11 ecmf 2t surface 0 20220608 1200 66 \n", "12 ecmf 2t surface 0 20220608 1200 72 \n", "13 ecmf lsm surface 0 20220608 1200 0 \n", "14 ecmf trpp tropopause 0 20220608 1200 0 \n", "15 ecmf z isobaricInhPa 1000 20220608 1200 0 \n", "16 ecmf r isobaricInhPa 1000 20220608 1200 0 \n", "17 ecmf q isobaricInhPa 1000 20220608 1200 0 \n", "18 ecmf z isobaricInhPa 925 20220608 1200 0 \n", "19 ecmf r isobaricInhPa 925 20220608 1200 0 \n", "\n", " dataType number gridType \n", "Message \n", "0 fc 0 reduced_gg \n", "1 fc 0 reduced_gg \n", "2 fc 0 reduced_gg \n", "3 fc 0 reduced_gg \n", "4 fc 0 reduced_gg \n", "5 fc 0 reduced_gg \n", "6 fc 0 reduced_gg \n", "7 fc 0 reduced_gg \n", "8 fc 0 reduced_gg \n", "9 fc 0 reduced_gg \n", "10 fc 0 reduced_gg \n", "11 fc 0 reduced_gg \n", "12 fc 0 reduced_gg \n", "13 fc 0 reduced_gg \n", "14 fc None reduced_gg \n", "15 fc 0 reduced_gg \n", "16 fc 0 reduced_gg \n", "17 fc 0 reduced_gg \n", "18 fc 0 reduced_gg \n", "19 fc 0 reduced_gg " ] }, "execution_count": 83, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# similar to grib_ls on the command line - list all the fields\n", "# - just print the first 20 - remove the [:20] to print all fields\n", "data[:20].ls()" ] }, { "cell_type": "markdown", "id": "0dd4e15f", "metadata": {}, "source": [ "# Field selection" ] }, { "cell_type": "markdown", "id": "967dbb5c", "metadata": {}, "source": [ "## Field selection through indexing" ] }, { "cell_type": "code", "execution_count": 12, "id": "39cbe87f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fieldset (1 field)\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmf2tsurface02022060812000fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf 2t surface 0 20220608 1200 0 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg " ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# select the first field (0-based indexing)\n", "print(data[0])\n", "data[0].ls()" ] }, { "cell_type": "code", "execution_count": 13, "id": "96c8eaf8", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmf2tsurface020220608120018fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf 2t surface 0 20220608 1200 18 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg " ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# select the fourth field (0-based indexing)\n", "data[3].ls()" ] }, { "cell_type": "code", "execution_count": 14, "id": "7476bd1b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmftisobaricInhPa10020220608120072fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf t isobaricInhPa 100 20220608 1200 72 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg " ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# select the last field\n", "data[-1].ls()" ] }, { "cell_type": "code", "execution_count": 15, "id": "7622acea", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmf2tsurface02022060812006fcreduced_gg
1ecmfrisobaricInhPa1002022060812000fcreduced_gg
2ecmfzisobaricInhPa5002022060812000fcreduced_gg
3ecmftisobaricInhPa100020220608120072fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf 2t surface 0 20220608 1200 6 \n", "1 ecmf r isobaricInhPa 100 20220608 1200 0 \n", "2 ecmf z isobaricInhPa 500 20220608 1200 0 \n", "3 ecmf t isobaricInhPa 1000 20220608 1200 72 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg \n", "1 fc reduced_gg \n", "2 fc reduced_gg \n", "3 fc reduced_gg " ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# index with numpy array\n", "indices = np.array([1, 46, 27, 180])\n", "data[indices].ls()" ] }, { "cell_type": "markdown", "id": "538498db", "metadata": {}, "source": [ "## Field selection through slicing" ] }, { "cell_type": "code", "execution_count": 16, "id": "a1bb166e", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmf2tsurface020220608120024fcreduced_gg
1ecmf2tsurface020220608120030fcreduced_gg
2ecmf2tsurface020220608120036fcreduced_gg
3ecmf2tsurface020220608120042fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf 2t surface 0 20220608 1200 24 \n", "1 ecmf 2t surface 0 20220608 1200 30 \n", "2 ecmf 2t surface 0 20220608 1200 36 \n", "3 ecmf 2t surface 0 20220608 1200 42 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg \n", "1 fc reduced_gg \n", "2 fc reduced_gg \n", "3 fc reduced_gg " ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# select fields 4 to 7\n", "data[4:8].ls()" ] }, { "cell_type": "code", "execution_count": 17, "id": "7d8a7769", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmf2tsurface020220608120024fcreduced_gg
1ecmf2tsurface020220608120036fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf 2t surface 0 20220608 1200 24 \n", "1 ecmf 2t surface 0 20220608 1200 36 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg \n", "1 fc reduced_gg " ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# select fields 4 to 7, step 2\n", "data[4:8:2].ls()" ] }, { "cell_type": "code", "execution_count": 18, "id": "0a1e6bf1", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmftisobaricInhPa30020220608120072fcreduced_gg
1ecmftisobaricInhPa25020220608120072fcreduced_gg
2ecmftisobaricInhPa20020220608120072fcreduced_gg
3ecmftisobaricInhPa15020220608120072fcreduced_gg
4ecmftisobaricInhPa10020220608120072fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf t isobaricInhPa 300 20220608 1200 72 \n", "1 ecmf t isobaricInhPa 250 20220608 1200 72 \n", "2 ecmf t isobaricInhPa 200 20220608 1200 72 \n", "3 ecmf t isobaricInhPa 150 20220608 1200 72 \n", "4 ecmf t isobaricInhPa 100 20220608 1200 72 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg \n", "1 fc reduced_gg \n", "2 fc reduced_gg \n", "3 fc reduced_gg \n", "4 fc reduced_gg " ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# select the last 5 fields\n", "data[-5:].ls()" ] }, { "cell_type": "code", "execution_count": 84, "id": "2b127034", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmftisobaricInhPa10020220608120072fcreduced_gg
1ecmftisobaricInhPa15020220608120072fcreduced_gg
2ecmftisobaricInhPa20020220608120072fcreduced_gg
3ecmftisobaricInhPa25020220608120072fcreduced_gg
4ecmftisobaricInhPa30020220608120072fcreduced_gg
5ecmftisobaricInhPa40020220608120072fcreduced_gg
6ecmftisobaricInhPa50020220608120072fcreduced_gg
7ecmftisobaricInhPa70020220608120072fcreduced_gg
8ecmftisobaricInhPa85020220608120072fcreduced_gg
9ecmftisobaricInhPa92520220608120072fcreduced_gg
10ecmftisobaricInhPa100020220608120072fcreduced_gg
11ecmftisobaricInhPa10020220608120066fcreduced_gg
12ecmftisobaricInhPa15020220608120066fcreduced_gg
13ecmftisobaricInhPa20020220608120066fcreduced_gg
14ecmftisobaricInhPa25020220608120066fcreduced_gg
15ecmftisobaricInhPa30020220608120066fcreduced_gg
16ecmftisobaricInhPa40020220608120066fcreduced_gg
17ecmftisobaricInhPa50020220608120066fcreduced_gg
18ecmftisobaricInhPa70020220608120066fcreduced_gg
19ecmftisobaricInhPa85020220608120066fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf t isobaricInhPa 100 20220608 1200 72 \n", "1 ecmf t isobaricInhPa 150 20220608 1200 72 \n", "2 ecmf t isobaricInhPa 200 20220608 1200 72 \n", "3 ecmf t isobaricInhPa 250 20220608 1200 72 \n", "4 ecmf t isobaricInhPa 300 20220608 1200 72 \n", "5 ecmf t isobaricInhPa 400 20220608 1200 72 \n", "6 ecmf t isobaricInhPa 500 20220608 1200 72 \n", "7 ecmf t isobaricInhPa 700 20220608 1200 72 \n", "8 ecmf t isobaricInhPa 850 20220608 1200 72 \n", "9 ecmf t isobaricInhPa 925 20220608 1200 72 \n", "10 ecmf t isobaricInhPa 1000 20220608 1200 72 \n", "11 ecmf t isobaricInhPa 100 20220608 1200 66 \n", "12 ecmf t isobaricInhPa 150 20220608 1200 66 \n", "13 ecmf t isobaricInhPa 200 20220608 1200 66 \n", "14 ecmf t isobaricInhPa 250 20220608 1200 66 \n", "15 ecmf t isobaricInhPa 300 20220608 1200 66 \n", "16 ecmf t isobaricInhPa 400 20220608 1200 66 \n", "17 ecmf t isobaricInhPa 500 20220608 1200 66 \n", "18 ecmf t isobaricInhPa 700 20220608 1200 66 \n", "19 ecmf t isobaricInhPa 850 20220608 1200 66 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg \n", "1 fc reduced_gg \n", "2 fc reduced_gg \n", "3 fc reduced_gg \n", "4 fc reduced_gg \n", "5 fc reduced_gg \n", "6 fc reduced_gg \n", "7 fc reduced_gg \n", "8 fc reduced_gg \n", "9 fc reduced_gg \n", "10 fc reduced_gg \n", "11 fc reduced_gg \n", "12 fc reduced_gg \n", "13 fc reduced_gg \n", "14 fc reduced_gg \n", "15 fc reduced_gg \n", "16 fc reduced_gg \n", "17 fc reduced_gg \n", "18 fc reduced_gg \n", "19 fc reduced_gg " ] }, "execution_count": 84, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# reverse the fields' order\n", "reversed = data[::-1]\n", "reversed[:20].ls()" ] }, { "cell_type": "code", "execution_count": 20, "id": "c3ac9878", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fieldset (191 fields)\n" ] } ], "source": [ "# assign this to a variable and write to disk\n", "rev = data[::-1]\n", "rev.write('reversed.grib')\n", "print(rev)" ] }, { "cell_type": "markdown", "id": "2163f749", "metadata": {}, "source": [ "## Field selection through metadata" ] }, { "cell_type": "code", "execution_count": 21, "id": "e18ee0ad", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmfrisobaricInhPa10002022060812000fcreduced_gg
1ecmfrisobaricInhPa9252022060812000fcreduced_gg
2ecmfrisobaricInhPa8502022060812000fcreduced_gg
3ecmfrisobaricInhPa7002022060812000fcreduced_gg
4ecmfrisobaricInhPa5002022060812000fcreduced_gg
5ecmfrisobaricInhPa4002022060812000fcreduced_gg
6ecmfrisobaricInhPa3002022060812000fcreduced_gg
7ecmfrisobaricInhPa2502022060812000fcreduced_gg
8ecmfrisobaricInhPa2002022060812000fcreduced_gg
9ecmfrisobaricInhPa1502022060812000fcreduced_gg
10ecmfrisobaricInhPa1002022060812000fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf r isobaricInhPa 1000 20220608 1200 0 \n", "1 ecmf r isobaricInhPa 925 20220608 1200 0 \n", "2 ecmf r isobaricInhPa 850 20220608 1200 0 \n", "3 ecmf r isobaricInhPa 700 20220608 1200 0 \n", "4 ecmf r isobaricInhPa 500 20220608 1200 0 \n", "5 ecmf r isobaricInhPa 400 20220608 1200 0 \n", "6 ecmf r isobaricInhPa 300 20220608 1200 0 \n", "7 ecmf r isobaricInhPa 250 20220608 1200 0 \n", "8 ecmf r isobaricInhPa 200 20220608 1200 0 \n", "9 ecmf r isobaricInhPa 150 20220608 1200 0 \n", "10 ecmf r isobaricInhPa 100 20220608 1200 0 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg \n", "1 fc reduced_gg \n", "2 fc reduced_gg \n", "3 fc reduced_gg \n", "4 fc reduced_gg \n", "5 fc reduced_gg \n", "6 fc reduced_gg \n", "7 fc reduced_gg \n", "8 fc reduced_gg \n", "9 fc reduced_gg \n", "10 fc reduced_gg " ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# select() method, various ways\n", "data.select(shortName='r').ls()" ] }, { "cell_type": "code", "execution_count": 22, "id": "21a72d94", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmfrisobaricInhPa8502022060812000fcreduced_gg
1ecmfrisobaricInhPa5002022060812000fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf r isobaricInhPa 850 20220608 1200 0 \n", "1 ecmf r isobaricInhPa 500 20220608 1200 0 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg \n", "1 fc reduced_gg " ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.select(shortName='r', level=[500, 850]).ls()" ] }, { "cell_type": "code", "execution_count": 23, "id": "375b2ee5", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmfzisobaricInhPa3002022060812000fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf z isobaricInhPa 300 20220608 1200 0 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg " ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# put the selection criteria into a dict, then modify it before using\n", "# useful for programatically creating selection criteria\n", "criteria = {\"shortName\": \"z\", \"level\": [500, 850]}\n", "criteria[\"level\"] = 300\n", "data.select(criteria).ls()" ] }, { "cell_type": "code", "execution_count": 24, "id": "21a0d919", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmfrisobaricInhPa5002022060812000fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf r isobaricInhPa 500 20220608 1200 0 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg " ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# shorthand way of expressing parameters and levels\n", "data['r500'].ls()" ] }, { "cell_type": "code", "execution_count": 25, "id": "f04559be", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmfrisobaricInhPa3002022060812000fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf r isobaricInhPa 300 20220608 1200 0 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg " ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# specify units - useful if different level types in the same fieldset\n", "data['r300hPa'].ls()" ] }, { "cell_type": "markdown", "id": "82572357", "metadata": {}, "source": [ "## Combining fields" ] }, { "cell_type": "code", "execution_count": 26, "id": "1abd3008", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fieldset (1 field) Fieldset (2 fields) Fieldset (11 fields) Fieldset (1 field)\n" ] } ], "source": [ "# generate 4 fieldsets - one will be from another GRIB file to show that we can\n", "# combine fields from any number of different files\n", "\n", "a = data[5]\n", "b = data[78:80]\n", "c = data['z']\n", "d = mv.read('reversed.grib')[0]\n", "print(a, b, c, d)" ] }, { "cell_type": "code", "execution_count": 27, "id": "97c12536", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmf2tsurface020220608120030fcreduced_gg
1ecmftisobaricInhPa20020220608120012fcreduced_gg
2ecmftisobaricInhPa15020220608120012fcreduced_gg
3ecmfzisobaricInhPa10002022060812000fcreduced_gg
4ecmfzisobaricInhPa9252022060812000fcreduced_gg
5ecmfzisobaricInhPa8502022060812000fcreduced_gg
6ecmfzisobaricInhPa7002022060812000fcreduced_gg
7ecmfzisobaricInhPa5002022060812000fcreduced_gg
8ecmfzisobaricInhPa4002022060812000fcreduced_gg
9ecmfzisobaricInhPa3002022060812000fcreduced_gg
10ecmfzisobaricInhPa2502022060812000fcreduced_gg
11ecmfzisobaricInhPa2002022060812000fcreduced_gg
12ecmfzisobaricInhPa1502022060812000fcreduced_gg
13ecmfzisobaricInhPa1002022060812000fcreduced_gg
14ecmftisobaricInhPa10020220608120072fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf 2t surface 0 20220608 1200 30 \n", "1 ecmf t isobaricInhPa 200 20220608 1200 12 \n", "2 ecmf t isobaricInhPa 150 20220608 1200 12 \n", "3 ecmf z isobaricInhPa 1000 20220608 1200 0 \n", "4 ecmf z isobaricInhPa 925 20220608 1200 0 \n", "5 ecmf z isobaricInhPa 850 20220608 1200 0 \n", "6 ecmf z isobaricInhPa 700 20220608 1200 0 \n", "7 ecmf z isobaricInhPa 500 20220608 1200 0 \n", "8 ecmf z isobaricInhPa 400 20220608 1200 0 \n", "9 ecmf z isobaricInhPa 300 20220608 1200 0 \n", "10 ecmf z isobaricInhPa 250 20220608 1200 0 \n", "11 ecmf z isobaricInhPa 200 20220608 1200 0 \n", "12 ecmf z isobaricInhPa 150 20220608 1200 0 \n", "13 ecmf z isobaricInhPa 100 20220608 1200 0 \n", "14 ecmf t isobaricInhPa 100 20220608 1200 72 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg \n", "1 fc reduced_gg \n", "2 fc reduced_gg \n", "3 fc reduced_gg \n", "4 fc reduced_gg \n", "5 fc reduced_gg \n", "6 fc reduced_gg \n", "7 fc reduced_gg \n", "8 fc reduced_gg \n", "9 fc reduced_gg \n", "10 fc reduced_gg \n", "11 fc reduced_gg \n", "12 fc reduced_gg \n", "13 fc reduced_gg \n", "14 fc reduced_gg " ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# create a new Fieldset out of existing ones\n", "combined = mv.merge(a, b, c, d)\n", "combined.ls()" ] }, { "cell_type": "code", "execution_count": 28, "id": "7c8005b7", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmf2tsurface020220608120030fcreduced_gg
1ecmftisobaricInhPa20020220608120012fcreduced_gg
2ecmftisobaricInhPa15020220608120012fcreduced_gg
3ecmfzisobaricInhPa10002022060812000fcreduced_gg
4ecmfzisobaricInhPa9252022060812000fcreduced_gg
5ecmfzisobaricInhPa8502022060812000fcreduced_gg
6ecmfzisobaricInhPa7002022060812000fcreduced_gg
7ecmfzisobaricInhPa5002022060812000fcreduced_gg
8ecmfzisobaricInhPa4002022060812000fcreduced_gg
9ecmfzisobaricInhPa3002022060812000fcreduced_gg
10ecmfzisobaricInhPa2502022060812000fcreduced_gg
11ecmfzisobaricInhPa2002022060812000fcreduced_gg
12ecmfzisobaricInhPa1502022060812000fcreduced_gg
13ecmfzisobaricInhPa1002022060812000fcreduced_gg
14ecmftisobaricInhPa10020220608120072fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf 2t surface 0 20220608 1200 30 \n", "1 ecmf t isobaricInhPa 200 20220608 1200 12 \n", "2 ecmf t isobaricInhPa 150 20220608 1200 12 \n", "3 ecmf z isobaricInhPa 1000 20220608 1200 0 \n", "4 ecmf z isobaricInhPa 925 20220608 1200 0 \n", "5 ecmf z isobaricInhPa 850 20220608 1200 0 \n", "6 ecmf z isobaricInhPa 700 20220608 1200 0 \n", "7 ecmf z isobaricInhPa 500 20220608 1200 0 \n", "8 ecmf z isobaricInhPa 400 20220608 1200 0 \n", "9 ecmf z isobaricInhPa 300 20220608 1200 0 \n", "10 ecmf z isobaricInhPa 250 20220608 1200 0 \n", "11 ecmf z isobaricInhPa 200 20220608 1200 0 \n", "12 ecmf z isobaricInhPa 150 20220608 1200 0 \n", "13 ecmf z isobaricInhPa 100 20220608 1200 0 \n", "14 ecmf t isobaricInhPa 100 20220608 1200 72 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg \n", "1 fc reduced_gg \n", "2 fc reduced_gg \n", "3 fc reduced_gg \n", "4 fc reduced_gg \n", "5 fc reduced_gg \n", "6 fc reduced_gg \n", "7 fc reduced_gg \n", "8 fc reduced_gg \n", "9 fc reduced_gg \n", "10 fc reduced_gg \n", "11 fc reduced_gg \n", "12 fc reduced_gg \n", "13 fc reduced_gg \n", "14 fc reduced_gg " ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# use the Fieldset constructor to do the same thing from a\n", "# list of Fieldsets\n", "combined = mv.Fieldset(fields=[a, b, c, d])\n", "combined.ls()" ] }, { "cell_type": "code", "execution_count": 29, "id": "a5f8da09", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "appending Fieldset (1 field)\n", "Fieldset (1 field)\n", "appending Fieldset (2 fields)\n", "Fieldset (3 fields)\n", "appending Fieldset (11 fields)\n", "Fieldset (14 fields)\n", "appending Fieldset (1 field)\n", "Fieldset (15 fields)\n" ] } ], "source": [ "# append to an existing Fieldset - unlike the other functions,\n", "# this modifies the input Fieldset\n", "# let's use it in a loop to construct a new Fieldset\n", "\n", "new = mv.Fieldset() # create an empty Fieldset\n", "for x in [a,b,c,d]:\n", " print('appending', x)\n", " new.append(x)\n", " print(new)" ] }, { "cell_type": "markdown", "id": "d2ce9ea4", "metadata": {}, "source": [ "# Point selection" ] }, { "cell_type": "markdown", "id": "3cf88d5d", "metadata": {}, "source": [ "## Area cropping" ] }, { "cell_type": "code", "execution_count": 30, "id": "edf79db3", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# first select 2m temperature and plot it to see what we've got\n", "few_fields = data.select(shortName='2t')\n", "mv.plot(few_fields)" ] }, { "cell_type": "code", "execution_count": 31, "id": "0d6047ff", "metadata": {}, "outputs": [], "source": [ "# select an area [N,W,S,E]\n", "data_area = [70, -25, 28, 45]\n", "data_on_subarea = mv.read(data=few_fields, area=data_area)" ] }, { "cell_type": "code", "execution_count": 32, "id": "64b24373", "metadata": {}, "outputs": [ { "data": { "image/png": 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9vScRNBqtnyKam5tTUlLY2h4vRHSqc6BEAACdTs/IyOil8VQqtW81s/luL/dfBHyvl/sv4ru9PCBXwXk5XesvKSm5w0FeXt6PVsvltdDp9P7L+u6466eI7/6u+i/iu6OjPyJ+aID3rfd/6DHVfxHAxTDspwhuHiYDNUx+F/7NcRqYTGZycvK0adNCQ0O1tbVbWlpMTU21tbUzMzNDQkJwOJypqamamlp7e3tMTMzr168jIyP19fWfPHnCZDLnzZt36tSply9fVlZWNjc3r1mzpra2G7/BTiKQg3v27ElPTw8KCiotLe0qQktL682bN30WkZycbGNjM2bMmMLCwufPn+PxeLaIL1++vHnzJjIyUlFRMTw8vM8iOJsdGRnZ2NjI/jM6Ovrt27eRkZEkEik2NpZ7EQiZmZlz587V0dHJycmJiYmpq6vjFPTu3bvIyMji4mIqlfqjNbPppZcHSkQvvTxQInrp5YG9CoSeLmHZsmVnz56dNetbIKa2trYfqva718I57kgkUj9lfXfcKSgo9FlEL78rznE3ZMiQPovoZXRwjjt9ff0fFcH9AO9z73P/mBooEcjB7w7D/ojg8mEyIMPkN+LfvNKQn59/7Nixjo4OxMr6ypUrc+fODQwMvHHjRmNj45kzZ3bs2BEVFaWnp1dQUFBQUGBubo7D4WxsbCIiIgDg48ePurq6qampUVFRY8aMwePx3xUBAG/fvv38+TPymVNETk7OgIjw9fX19PR88eLFtGnTHj9+zCkiKysLEcHHx9cfEZx1RkREcP6Znp6OiODn5/8hEQhPnz5dvHjxkydPFBUVv3z50kkQUjMej7e2tv7Rmtn00sucIqysrPosAnru5YES0UsvD+BVsOmpfgAwMDA48Df6+vo/VO13r4Vz3PVTFjfjrj8ievldcY67/ojoZXRwjrs+iOB+gHP2PovF4l4Q948pThFMJrPPIoC7YdgfEVw+TBgMRv+HyW/Ev1lpGDJkiJ+fn46ODvJnZmbmkydPNDQ0PD091dXVMzMzTUxMAMDQ0LCsrMzR0bG9vd3a2trGxiYyMjIjI0NDQ2PmzJlBQUGRkZETJ07kRkR1dfWhQ4fOnTvHlsgWUVxcjIiYMmVKf0QcPHhw5cqV5eXlL1++tLS05BRRUFCAiJgxY0Z/RHDWmZCQwPlnbm4uImL+/Pk/JAJh1qxZ3t7e48aNy8rKMjMz6yQIqdnZ2XnixIk/WjObXnqZU8SkSZP6LKKXXh4oEb308kCJ6HTTuq0fAEJCQqb9TWNj44/W3Pu1cI67/sjictz1R0QvvyvOcdcfEb2MDs5x1wcR3A9wzt7HYDDcC+L+McUpAovF9lkEl8OwPyK4fJjgcLj+D5PfiH/z9kQn6uvr58yZc+TIke3btz969AiPxxMIBADA4/H8/PwCAgKLFy8GAHl5+aqqqoCAAFtbW1tbW0dHRyaTefLkSW5EbNiwwc7OLi0tra6uLiMjoycRioqKfRYhICBw+/btEydOHD161MzMjFMEHo9niwCAPovgrBOHww2giGvXrjk4OKxbt87Jyendu3edBA1I43vp5YES0UsvD5SIXnp5oERw0lP9hYWFZmZmXl5eSDEikfijNfd+LZyDAgD6LIvLcZeQkNBnEb38rjgHRXJycp9F9DI6OEWkpqb2s1N6GeAD1ftc/oD7I4LLYdgfEVw+TAZkmPxG/JtXGjqhqakpLi4OAMj/pqam8fHxABATEyMvL89Z0sLCwsvLy87ODtn/y87ONjQ05EbExIkTEcOZhoaGr1+/copQUlIaEBE+Pj6+vr4xMTFz5szpdBUqKioDIoKzTn19fc4/NTQ0+iOiqqrKwcFhzJgxEyZMKC4u7iRoQBrfSy8PlIheenmgRPTSywMlgpNe6hcREVH9m54SX/X5WjqNuz7L4n7c9VlEL7+rTuOuzyJ6GR2dxl0/O6WXAT5Qvc/9D5gXnT5QIrh/mPR/mPxOsP7tjB079uvXrywWq6ioaMKECePHj7ezs2toaMjPz9fW1jYxMZk0aRKDweA85ebNmyoqKsjnDRs2zJkzh0sRCDk5OZMnT2axWLwQMXv2bCUlpREjRowYMeLs2bOcIuh0+oCI4KyTRqMNoIgvX74MHz584sSJ48ePr6ur6ySoPzWz6aWXB0oEQre9PFAieunlgb0KhJ7qDwwMJBKJ2n9z9+7dPlTey7VwDor+y/ruuOuPiF5+V5yDoj8iehkdAyKCmwHez97n5jE1UCIQvjsM+yOCy4fJgAyT34j/XJyGuro6SUlJ5DOdTq+qqlJUVOSduN9URKc6B1AEi8WqrKxkv2Ly6P6gvTzY6v/Jsn7T39XPGR1da/59e+QniPjJD5PBz39OaUBBQUFBQUHpG//23RcUFBQUFBSUAQJVGlBQUFBQUFC4AlUaUFBQUFBQULhiUMdpWLVqVVFREU9FMBgMJFQcKuI/IgKLxbIjyvECJpOJwWD+BSIAgKfOY4gl9r9ABJPJ/HcMDVTEIBEhKyv76NEjnoroD4NaaUhNTb1//z5PRVy7dm3dunWoiMEg4vbt20uWLPnREMg/hJ+f36RJk0gkHqYefv36tZ6enrKyMu9EfPz4UUZGZujQobwTgfijI/HveERWVlZ1dbWFhQXvRJSUlKSmptrb2/NORENDw7t375BAjTyCSqU+ePBg1apVvBMB/5ZnyL9DxLJly3hafz8Z1EoDAAwbNoyn9YuJiaEiBokIEok0dOhQAQEB3omQkpLS0tKSlpbmnYj4+HgNDY0hQ4bwTkROTo6SkhJPu6Oqqgp4PPrIZDIOh+OpCH5+/urqap6KqKmpSUxM5KkICoVCIpH+BQMcFfHvALVpQEFBQUFBQeEKVGlAQUFBQUFB4QpUaUBBQUFBQUHhClRpQEFBQUFBQeEKVGlAQUFBQUFB4QpUaUBBQUFBQUHhClRpQEFBQUFBQeEKVGlAQUFBQUFB4YrBHtwJ5T8ChUJpbW3NycmhUCjsg62trQoKCkJCQs3NzU1NTcj/AEAkEnE4HIFAEBQU5OPjExUVBQBxcXEMBiMsLMzTmJKckMnkjIyMgoICFovFbkZ6enpRURGZTBYSEuro6MBgMHg8vqWlBQlDSafTW1pasFismJgYADQ0NACAmJgYFottaWmh0+nCwsLwdxRnOTk5dXV1NTU1VVVVnsa8QkFBQeESnisNdDr969evw4YNQ0LlU6nUvLw8bW1tJHx3WVmZtLR0cXFxamrqrFmzAKC2tjY5OdnGxobXDUP5+VRWVn78+JHJZBIIBFNTUwkJCW9vbwqFgsFgCARCenp6QkICpx4AADExMW1tbSQSiUgkiomJKSkpkclkAGhra+vo6Ghubm5ra2MymYgy0dzczGAw2tvbAQDJMcFisQBAXV19+fLlA3IJqampL1++RNogJCQ0fPhwdXV1zgI4HM7c3NzS0rL/sioqKgoKCuLi4gICAigUSnV1dUtLy+zZs3kd+h4FBWWQ8N0JVEZGpqio6GdOoLxVGjIzM+fOnaujo5OTkxMTE1NXV2dqaqqmptbe3h4ZGfnu3bvIyMji4mI7O7s1a9YEBwdPmjSpoKDg7NmzqNLw+9LQ0JCamlpQUFBZWQkAbW1tAIDD4ZhMprS09Pjx44WFhevr61+8eFFaWrpp0yYFBQXkxGPHji1YsKD/r9QMBqOmpqa6ujorKysrK4vBYMTGxpqampaWln758qWtrY3FYrW2tmIwGCEhIXbap/b2diqVOnToUH19/dTU1NzcXADAYrFIxiMmkykuLi4pKXn//n17e/upU6fq6up2O3lnZmYqKipy0053d/fk5GT4e/kBOUgmkzs6OiQkJLS0tOTl5Wtra9PS0oqKikgk0uLFi83MzAwNDYODgztV1dbWVltby2KxxMXFxcXF+3rnUFBQBhG9TKBRUVFBQUGRkZE0Gs3AwOBnTqC8VRqePn26ePFiV1dXOzu7L1++vHz5cseOHTt37ly6dGlERERBQYG5ubm/vz+LxbKystq8eTPyDEX5HUHe8oWEhJ4/f+7v77969epZs2YRicSeyo8aNWpgG+Dm5hYYGFhaWiosLLxr1y45OTldXV1ra+sdO3ZIS0snJiaqqKhoaGjMnDmzl9X+7OzstLS0MWPGdF2ZaGlpqamp0dPTKysrCwoKunPnzvz5883MzPrc4F27dpWWlmIwGGSaRzYp2tvbi4qKSktLS0pKysrKFBUVbWxsdHR0zp07l5ycrKqq+vHjx4SEBHFxcXl5eQaDAQAYDIZIJEpKSgJAY2NjY2MjADCZTFlZWUdHxz43D+XfCplMFhQU/NWtQPk+vUygcXFxyAQaEREBAD9zAuWt0jBr1ixzc/PXr1+XlZWZmZmdPHly6tSpAGBoaJiQkLBjx46AgABnZ+fY2NjRo0e3tbW5u7s7ODjwtEkoA0hRUdGDBw+CgoJMTU2lpaX5+flbW1vpdPq2bdsqKysPHTqkra09evRoXV1dfn5+HrWhrq4uJSUlLS2NTqfb29uTSCQCgVBVVVVRUZGSkkIikSZOnGhvb4/MqcnJySQSqZfFDB0dHR0dnW6/EhUVRTZNjIyMpk2b1v+W4/F4DQ2NTgeFhISGDRvWKSNOUlKSgoKClpaWurr65MmT379/r6SkZGxszFmmra0tIyMjJSWlsbER2ZT5vcwgqFQqi8X6aW2m0WjV1dWVlZWIWQkAGBoaRkREZGVlkUgkbW3tMWPGEAiEn9MYntLU1BQWFpaQkMBkMvn4+Oh0uqCgYHt7Ow6HMzIysrOz+3dc5r+SXibQjIwMR0fHgICAdevWRURE/MwJlLdKw7Vr1xwcHNatW+fk5PTu3Ts8Ho/8QPF4PA6HExAQWLx4MQDExsYCgLu7u5GREU/TA6IMIMeOHSMQCJs3b967dy/n8Y6OjqCgoOrqaiKRmJGR8f79+9ra2mHDhiUkJJSWlra1tUlISIiLi4uIiABAY2PjokWLnJ2d+9CA8PDwwMBAZWVlfX19U1NTX19fMTExeXn5kSNHamlpsfcd/gUYGhoaGhqy/6RQKCEhIUlJSS0tLS0tLUwmE7mrI0aMsLGxUVNT+2UN7QG20UleXt7t27clJCT4+flLS0ubm5uRyQyDwfDx8WGxWBqNxmKxEGMUGRkZPT09ExMTxDh0YDl16lRTU1NZWVlYWNj169fLy8v/+OOPYcOGGRgY5OfnZ2Vl6erq/u6zaWJi4saNG/n5+Y8ePXrgwIFOu2kMBiMhIcHDwwOPxy9duvRXNRKlF3qZQAUEBNgTKLLY8NMmUN4qDVVVVfPmzRszZsyECROKi4tNTU3j4+PHjBkTExPTNT28qKiot7f3mjVrxowZwz64Z88enrYwIiKio6MDFdEHEVFRUXx8fNnZ2b1sogsKCmpoaKirq0dGRjY3N0tJSZmZmUlKSiJWBSwWy8TEpKGhAenl6Ojo+vr6nqz8KBRKZWVlTU0NhUJhsVg0Gk1JSUlLS6uysrKysrKurq6wsJBMJoeEhLS3t48fP77bBdiEhITs7GwhIaF+3YteSU9P//TpE+IrwSOys7MZDIaAgEBcXJy2traRkREGg2loaPj06dOnT58GRERxcTEAvH379ofOSk5OZhtnMJlMBoOB9EJzczORSMTj8e3t7TU1NVQqVUJCgk6nEwgE5NmHPAQRpYFKpTKZTDKZHBwcXF9fP378eCkpqb5dRUNDQ3l5eVpaWk8F5OTkLC0tT506JSgoaGVlJSMjw2KxJCQkAMDb25sbEe3t7VlZWSUlJX1rITcgRjmI1vWjjB07tr6+fvv27RYWFj3pQC0tLevWrcvOzv5XPqZ+RxFseplAu+48djuB8gLeKg3btm1btWrVpUuXKBTKs2fPmpqa7Ozs7ty5IyEh0a15uYODg6WlJZVKZR85fvw4T1vo5ubm5ub23xHR3t6OwWB62tE8e/Zsbm4uspIPAPLy8hoaGhoaGqqqqkePHnVzc2MymYWFhUQiUUREBNkFePnyZUlJSWhoKIFACAgIQNYPOsFisd6/f3/t2rXc3NzW1lZbW9u1a9d2LXbs2DEnJyf2AnVTU9POnTtfvnw5e/ZsBQUFCQmJadOmjRw5EnFWRCgvLy8sLMzPzy8uLmabH6qqqnZVSREuXrw4f/58aWlpbu5V3/Dx8TEzM+Opvh8YGIjBYIKDg8PCwlRVVXkhIiwsDAAmTJjwQ2ddu3ZNVlZ2xowZyJ8UCgXxZEG8YdnF6urqoqKiXr9+/fXrVwqFoqmpKScnh2wTIG60RCJRQEBg7NixsrKy/bmK3Nzc6Ohonr5G19TU+Pn58dR2hEKheHt7u7i49LmGpqamixcvdnR08PHxqampKSgoKCgoKCkpISZHTU1NTU1Ny5YtW7Bgga+vLz8/Pz8/P51OFxERGT169MiRIwdqpWdQPQkHs4iRI0ciH3qZQLu1Ces6gfIC3ioNo0aNSktLq6yslJeXBwAJCYn09PSqqqpO5uWrV69mf/b39+dpk/6zlJSULFu2rKSkhMFg8PPzr1q1qtO2AgDMmDHDwcFBRETk8OHDAEAgEDAYzOfPn69cuVJUVAQAaWlp7u7uNjY2tbW17e3t/Pz8mzdvlpSUNDU1jYiIePfunYqKCmLAj8Vim5qaqFTqmzdvkpKScnJyTExMZs+erampaWJiwk2DxcTELl261NzcPGHChHnz5gFAc3PzlStXEHdHBHl5eXV1dTMzs/nz5/+08AyDgYcPH967d493liJ9Y926dU+ePNm1a5e5ufn06dORVYSuxcTExBISEmg0moyMjLGxsaysrKioKIPBmD9/PlthRRlAxMTEkMFOp9OLiooQc5+goKDm5mYWi0UkEkVFRfn4+D5//nzs2DG2eldeXh4UFOTm5nby5En2NIbyMxmcEyjP4zRgMBjkgr/J4+Pj0iENpT8gC8LsP9++fRsUFGRgYGBgYMBkMmtqalRUVLqepaam9ujRI2TxraOjIzc3Ny8vj8lkCgsLx8XFhYWFTZgwwcrKqrCwUEhIqLa2tri4WEJCQkBAYMiQIW5ubsnJyeXl5ZmZmYgBPx6Pl5CQmD17dlpaWnt7e3Bw8OfPnxcsWDB06FB2GIZuqaqqunz5MmLNt2bNGrb7UGZmZkFBgbq6uq6urp6enpSUFE83GgYzRCJxsGkMCLNnz549e/anT59cXV35+fkVFRVnzZolIyODfMtisRITE318fNavX9/W1lZaWvrixYu8vLyNGzcaGhp6eHhUVlYaGBjs3r37117FvxU+Pj5NTU1NTc1Ox52dncvLy2tqag4dOsQ+SCAQWCyWi4sLqjH8QgbhBIpGhPztqa2tTUpKcnV1FRERQeIKtLW1ZWZmnjt3jh0CAXHJo1AoOBwOg8GMGTOGvYbcCV1dXfbncePGcX6FLFZv2LABAJqamnx9fRsaGj58+CAqKhoTE6Otrd11xay9vb2wsLCqqioiIgKJn5iZmRkaGtqTie/58+dLSkqwWOzBgwe7mkqMHj0aMRJOS0u7c+dObGxsRkZGW1ubioqKoqKijIzM+PHj/yMmXcrKygcPHnR0dGTPx4OK8ePHjx8/PiEhYfbs2aqqqra2tsj76/Xr14WEhHbv3i0nJ5eQkAAA06dPT0lJefLkCYPBkJaWnjBhgoGBwa9u/n8OT09PQUFBNze3qqqq+/fvt7a2MhgMDAajrKy8e/fu3bt3Hz9+3MbGZnDqqSg/GVRp+F1hsVhv3rwJCwuTk5NTUVFxd3cHgMrKyuLi4ry8vLq6OklJyZycHCUlJUFBwbFjx44dO5Z9bmZmppeXF4PBEBMT2759e++OBkwmMz09PT4+/sKFC3g8XkhIaOHChceOHWtubp46dSpixJCUlHT37l0+Pj4A6Ojo0NLSmj9/fnh4+KVLl0xMTJYvX06j0SQlJZG5BADIZHJra2tra6usrCznakFHR0dycnJqaqq+vn5PdgnCwsL6+vrnz59vbW319va2tbX93a3cucfLy6ukpKSyslJcXFxKSiojI2NwKg0IxsbGiYmJ7969279/P4FAoNFoRCJx3bp1nGUcHBz+fV7Wzc3NDQ0NiYmJiN88smbW1tYmLy/v5OT0q1vXmbKyMgqF0tDQcPfu3crKyrVr13JuEsnIyNTV1RUUFDg5OY0YMaKqqgqxUwEAfn5+AoGgpKQ0evRoHR2df5O/EkovoErDb0ljY6OlpeWYMWPmz59fUVERFBR04MABDAYjKyuroaGhrKwsIyNz/PhxdXX1srIyZLsBCcg4a9YsZWXlFy9eSElJbdy4MSkp6dixY6ampgUFBcLCwkicA7aUrVu3CgoKCgoK6urqDhkyZMmSJc3NzfX19fv37z9+/Hh2dnZUVFRBQUFzczMOh2tpaVm0aBHymrhv374LFy5MmjRp0aJFbW1t9fX1t2/fRsy/kXhEwsLCiDl9XV0dEqIRi8V++vTJzs7Ow8PDxMSkd399QUFBHx+flpaWp0+fHjlyBIfD0Wg0UVHR9vZ2xBS/qakJ2VVhsVgMBgOLxdLpdGVl5bKyMqQBvymTJ08OCgoqLy83NDRElnwGOSQSaf78+fPnz//VDeEJpaWlYWFhQUFBVVVVWCwWi8UCAIPBIBKJEhIS6urq9vb2RUVFeXl5ZDKZQCD0066zzxQUFPj5+TU2NhKJxNbWVgEBAS0trdra2pqaGhaLJS8vz8fHl5+fb21tvWLFik7nTpo0CfnAYrGio6ONjY07jc2cnJwvX748ePCATqfPnDlz9OjRP+mq/m7VkydPcnJyGAxGR0dHaGgoDofj4+MTEBDQ1tbW1tZWV1dHF0gGFlRp+C0RFxePjY3Nycmpq6szMTFJS0tDTBcBICYm5tGjR3v37u3qI1BRUfH06dOSkhIREZHnz58nJSVdu3aNn5+/oaFhypQp2dnZ9+/f37JlC7u8kpJSc3MzYtIoJiZGIpFIJJK0tDT74VhZWYlEXx47dqy9vf2uXbtOnz4NAIcOHfr69WtUVFRRURGFQhETE6NQKEwmE4/HI174zc3NiGedgIAAYphJoVCkpaW3bNnCfXgfUVHRH8ooUVJScujQIS8vLz4+PgcHB147JvECPT09PT09Pz+/wMDA30Jp+JdBJpNjY2OjoqKQ4OhKSkpqamrW1tZINLPk5OTMzMz6+vrW1lZEvdbU1Bw6dOjUqVN/WgTG4uLi0NDQnJwcAQEBGo0GAHx8fGJiYk5OTuy5k8ViZWRkSElJcSox5eXlPW1ZIiDbml2Pa2lpaWlpITUcPnz4JysNZ8+e1dPT2759O/LccHNz279/PwA0NTXl5OTEx8f7+/tTKJT6+vrz589HRkaGhISQSCQpKSl5eXl5eXllZWVeRAH5d4MqDb8reDyebX/AOdE2NTWJi4tfvXoVAFpbW0kkUk5OzvPnzxUUFIYPH+7u7s7Hx5eeni4oKNjQ0HDw4EF+fn4ajcZkMnE43M6dOzlF7Nq1C/mwY8eO+Pj4gwcPAkB9ff3u3bvr6+uXLl3q4uKip6cnIiJy8+ZNfn7+uXPn7tq1a+zYsaqqqioqKpw2vd+lsrJy6tSpubm5nEYVA4uysrKRkdH8+fOFhYVdXV3Dw8Pnzp372wUTy83N3bFjx+bNm391Q/5z5Ofn79y5c+PGjY6OjmzX4k+fPoWHh9fU1MjJyZmamq5YsYKnITq6paSk5MKFC0QiEYmIZWVl1XXBgBMMBjMgo4xOp2dkZMTExBQVFbFYLDk5OeQR8TNRU1N7//59XFycra0tlUpNTU09ceIEsh+EgMPhmpqaEPeryspKOp2emZkpKCjIYDCam5vT09OZTObbt2/7HAvkPwiqNPxOPHv2LDY2FlkIRSZ75KX/06dPnp6e/Pz8IiIiOBxu/vz5nHGIo6KiRERE5OXlW1pa7t27p6SkpKen98cff/TuwsCJl5dXV+/kqKiohISExMTEpKQkAoHAz89PJpMnT56MxWJLS0sjIiJqamqwf4P4Q9LpdAaDQafTAQCHwyG7EnQ6HYvFysnJTZgw4edM4UJCQqdPn25paTl79qyZmdnEiRN/gtABwdfXNzc3d/jw4Xfv3t22bdvvFSj696WqqsrX17e8vHzbtm0WFhYAQCaTz58/39TUpKKiMm7cuE7a9k9m2bJlt27d6hqSnHeUlpY6OTlRKJRZs2ZNnjxZRUUFWUH8aQ1gM3PmzJkzZzY2NgYHB4uKiioqKm7fvh15Nra2tiJlBAQEEMOpOXPmzJkzBwAQV5Hm5mYxMTF9ff2f3+zfGlRp+J2wtrZ+8eLF9u3bR4wYwXnczc1tw4YNTCYTAJqamiIjI+/evSstLb1x40YhIaExY8Z8dyk+ODg4JSWFwWAoKSlNmzaNM4BSamqqv7//p0+f9u/fzw7XaGJiMn369JycnKysLAsLCzk5OQBobm4mk8lFRUU3btxwdXVFdjqSk5Pj4+PLysqYTGZ2dvbRo0c1NDSKi4uzsrIyMjLq6+s1NDRWrFjh7e2dkpLi4eHBZDKxWKyOjs7UqVM5mzHgiIqK7tu379q1aw8ePFiyZAnvBA0gQ4YMefjwoaWlpZ2dHaox/ByuXLly8ODBuLg4ZWVl5MjHjx+fPHmyc+dOJSUlJLgTr9vQ0dGxf/9+JNs74gnZ1NSEx+MRb6kxY8akpaX9TKVBSkrK2dm5pKTk69evN2/eRDYcdXV1qVRqVVUV8iDCYrHIi4GIiMjYsWO7pnYLDAxMTExEapOSkkLef4YPH96HVRBxcXHEbubp06eHDx9GbhSNRlNVVZ0zZ05Xx2wkvFXfrh0FVRp+J969e6ejo9MpmxECMr9WVlYGBQVFRERUVFQICAjU1dU1NTXNnTtXTU0tLy+PQCCMHTsWi8U2NDTExsZaWlrm5ubeuXNHSEgoISGhra1t586df/31l56eHqJ9NzU1tbe3HzhwYOXKlRgMBllpaGho+OOPP5BHQEZGBjtkJ4vFysvLS09Pz8rKOnPmzPjx43Nzcy9evGhqajpp0iRZWdm6urqDBw8KCQlt3rzZ0NBw+PDhyFpuTEzM1q1baTSaoKDgxo0bkUxC6enp69atExQUPHfuXC+pMvvPunXrAgMDPT09d+zYgXh/DDaYTKaVlZW8vLyuri6RSFyzZg3n6isK72hubr53715JSYmvry+iMdTX13t7ew8bNuzMmTN9qzMhIeHjx48CAgKKiopycnKKiopst/vS0lICgdDtOjmFQtHS0lqzZk1fL2WAIRAIJiYmnaK0PXv2zNDQsGvqk8bGxvPnzwcFBYWHhx88eJCPjw+Px4uKikZGRj548AAJG4PYiCC2lg8ePJCXl//zzz/70LCvX78iPh0EAoHBYISFhSHW3329UJRu4O1Tsqamhh2/T0REREJCgkql5uXlaWtrI++sZWVl0tLSxcXFqampSNfW1tYmJyfzNB34b8qzZ89aW1u7jXvDZDKvXbuWnZ2dnp4+fPjwlStXjh49Gtl29fHxCQ8PLy4u1tTUbGlp2bdvH4vFEhUVHTNmzP79+62srCgUyokTJzAYTFpamqur64YNG9jrdW5ubklJSWPGjImOjmavMRCJxE2bNn369Ck7OxuLxVZXV8vIyOTn5587d27kyJHDhg3z9vbG4XD19fVnz549ffo0eyaWl5e3tbX18vI6efIkp13YqFGjRo4c+ccffwwZMuTUqVPt7e21tbU4HI7BYCAJCCZOnNhLeov+4+DgQCKRnJyczp07xzspfYBKpSLr3jNnzkxOTmZn1wwMDPzVTftP4O7uvnHjRvYs+OrVq6ioKCcnJyQ5RR8IDQ1NSkpatWoVmUyuqKgoLy+PiIiQl5dftGgRABw4cEBUVNTFxUVOTq6xsTE7OxtJ5EGhULBYbEJCwqpVq5DX8cHJzJkzuz0uLi6OGCeyWCzkxaOlpYVOpyN2BlgsltMeEwk89eLFi4CAAGQrgUvq6uo8PT0xGMy4ceMaGhrq6+vpdLqWllZycjJnwmhxcXEJCQkJCQlJSUkJCQk1NbXBvGLHzQQqIyNTVFT0MydQ3ioNx48fj4uLA4CCggIHB4c9e/aYmpqqqam1t7dHRka+e/cuMjKyuLjYzs5uzZo1wcHBkyZNKigoOHv2LPuaGxoaiERiT0mM/jtkZ2dfuHDh1KlTDAaj093Izs4ODg52d3dPTk5+8OBBp0C8nYIdTZkyhf3Zyspq3759LS0tpaWlysrKI0aMePr06datWydNmoTM9KdPn05LS3v9+nVjY2NSUlJbW5uwsDAOh7O2ttbT07t69erGjRsXLFiAhOXx9PTktEjIycmxsbHp9O7O3lPsBBaLtbKy8vHxWb58ORLtEXk40ul0xMWjsbFx6tSpSLCprnegn+Tk5Pj5+Xl4eAxgnQMC4uWRlJSUmppKp9O7XWFC4QWVlZU7duyYPHky53tzcnKyq6tr3/wgWCxWYGBgXFzckSNHAEBcXFxeXt7IyCg1NVVOTi43N9fPz09GRmbIkCGenp4iIiIkEklXVxeHw4mJiXV0dCQlJQkJCW3ZsuXChQsDdY2/kO9aUz148MDV1ZXzyMOHD2VlZc3NzQUEBFgsVnFxMZ1OV1NTQx4FpaWlWCy2vb193LhxSOLHnmhsbKyrq6uvr6+vry8oKLh06dLSpUtNTU37f1G8oJcJNCoqKigoKDIykkajGRgY9DSB8gLeKg1eXl4A0NTUNGXKFDc3t+PHj+/YsWPnzp1Lly6NiIgoKCgwNzf39/dnsVhWVlabN2/mVAkRrl271tHRkZ2dbWVl9ccff/C0tXl5eU+ePEEWypSVlRctWjR4ohTr6Og8ePDg8+fPz58/b2trW7NmDRaLTUpKyszMrK2ttbS0FBUVlZSUPHHiRG1tLR8fHz8/v7u7+3dtAg4ePFhVVaWkpIT8icVily1b5u/vv3DhQuTIiBEjEPuJbdu2IVl0ETNGKSmpIUOGXL16NSAgQEJCoqKiwt/fv7y83MXFBdlNMDU1Xb58eXZ2tpSUFDfLqkuXLi0pKZkzZw6n4s/Hxzdy5Egkiq2rq2twcDAA0Gg0ISGh7du3D5SvFD8/v4yMzOnTpxFX72HDhs2ZM4d7K1Ee8fHjx7dv327ZsgWx04yPjz979uxgWwvhBUVFRexYGnV1dWVlZXV1dSNGjDA2Nv5pDvcyMjIaGhr5+fkHDx5EQqcDwLx58w4cOKCnp7dgwYIfej198uTJ58+fZ8yYgWgMbD58+FBaWiolJbVy5cpnz55JSUnt2rUrJSXF3d2d0wKAQqGMHz/excXlpyVX/OXcunXL29s7KChoypQpurq6Fy9e1NTUxGAwx48fp9PpfHx8ysrKfHx8Pj4+AEAmkzU0NCgUioSEBJL2rBeQzDjsQNqLFi16+PDh8+fP8Xi8ubn5+PHj2b8xMpnc3t6OJNBBYqn9hO3LoKAgJFccQi8TaFxcHDKBInmxe5pAecHP2MR1dXXdtGmTlJRUZmbm1KlTAcDQ0DAhIWHHjh0BAQHOzs6xsbFIeGB3d/dO4eGQPMj29vYDqzoh9nppaWlhYWFIWCQGg6Gurr527VrEYyo3N/fQoUOI5b+QkFBBQcHkyZMVFRUZDEZtba2KioqWlhZPzfQAgMViIbmPEUGysrKzZs2aNWsWg8G4dOmSuLi4oaHhrFmz+Pj43NzcRo0aNWrUKOS938TEREND49mzZxQKpbm5WUREREVFRVVVVVtbu9Njl5+fn60xIIwaNSoxMXHfvn1EItHGxsbIyAh56RcXF+/kPeHm5nb06FHkM7IHWV9f7+rqum3bNk1NTSwWe/v2bVNT0927d7e2tnab/fKHQEJeIpSXl58+fRpxQxcSEho1ahTyWO8bampq+/fv//z5c0BAAIFACAoK8vT0HD169MWLF3+VDzeNRvv69auQkBAS03fkyJFlZWWFhYW5ubm/nY8o95SUlFy+fFleXl5OTg6JZCwrK6umpmZiYpKcnHz8+HEqlUogECwsLJC4orwDi8WyJ3hvb++PHz/S6XRBQUE8Hv/y5UtPT8+PHz9ymVuLxWK9e/fu8uXLXb+ysbFhMBjFxcV37txxdnZGdu56SVH434l8KiQktG/fvqqqqg8fPjx69Gj06NF2dnYAYG1t3fuJP5p/EoPBIEbQVCo1IiLi+PHjiBsIlUoVEREhEolCQkJCQkI1NTW1tbU0Gg2Hw7EDYvKC9PT0rvpotxNoRkaGo6NjQEDAunXrIiIieppAeQGG10ZVZDLZ0tLyy5cvGAxm1qxZu3fvHjNmzLlz5xgMxvbt25Eyt27dysnJ2bt3r5GR0f79+wMCApBd25EjRyL7XgNIXV1dXFwcPz+/hISEnJxcamoqO+RZL1AolMbGxqamJj4+PkFBwcbGxtra2o6ODgwGg8FgmEwm+wNSXlJSUk5OTkJCgkAghISEcOPUh2xWIZ7ENBpNS0urpKREUFCwvb0di8WamZkRCIS0tLSOjg5TU1Mmk1lRUYHD4ZCfNVsEi8Wqr68PDw9H0kzw8fHx8fExmcyOjg4JCQkzMzPujQopFEpubm55eTmDwRg5cmRSUtLEiRNbW1ujoqKQtDfp6emIIsKpgFdVVQUHBy9btox9UVlZWU1NTci9AgBkiw4ZkCQSCYk4KSAgQKVSP378qK6uXlRUpKSkhOTt5ebNkkajFRQUZGVljRs37rvP8aioKH19/W5VgTdv3nDu3dDp9PLyckVFxR/dCklMTFRRUelntsbY2Nji4mIpKSkqldre3v7161dhYeFVq1Yha+MZGRliYmI8zVuTn58PALwzyG9paUlISCgvL5eUlOTj46PRaHg8no+Pb/To0fz8eADo1n0vNTU1MjLSxsYGSaTCTuTDYgGNBl2znNbV1RUXFxsZGfHoKgCgra0tMTFxyJAhoqKiPamYMTExSkpK3ZrrMxiM8PDw0aNHh4WF2dvbd+u1SKfTP3361B+1mBu4fEz9x0WUlZWFhYX9qLNVTExMU1MT8rgWFhZGNnkBoKOjA4vFSklJdVrXfPz4MbIrAT1PoKKiouxA+z1NoDyC5ysNz58/nzlzJjIYTE1N4+Pjx4wZExMT0zWzgKioqLe395o1azj9A52dnQewMdnZ2efPn3/79i07jbKbm9tAiWDvtSN+BGlpaUiIZRqNRiaTkSDNbG+i+Pj4N2/ekMlkPj4+JFaBkJDQpk2bDA0NkbCJQUFBOjo66urqAFBVVXXp0qWampqNGzf+9ddfyLqZjY0NlUotKyurqalhMBhI7DktLS08Hn/16tW6urpZs2bV1NRoaWlx41zU2tra0tKCpKxkH3RyckLiP27atOnOnTtpaWlqampPnz7FYDBhYWEEAkFeXh7xmVy1ahVy7V5eXjNmzGhvb0dWQZCklJyCXFxczMzMSktLy8vLy8rKamtrmUzm0KFDNTU1i4uL165da2FhkZiYmJGRkZWVJS8vz6XxF51Od3Z2nj17NhKcricuXrw4f/78rrEyAUBSUrKoqEhbW7upqamiogKLxVZUVJw4ceJHFxt8fHzMzMz6vx7AZDJjYmKCg4PJZPK2bdvs7e3ZqzWBgYFKSkrGxsbNzRARAR8/wqJFMLBpnpA1UiRF2cCSlJTk6+srKyu7YsUKPB5vajpLQACePAFhYSguBgoFKBRwdAREH/j8GYKCAAAYDODnhyFDAIMJzsh4RyJpCgoSk5KShIVlDQ0NxcSkCwqkxcWlxcWxTU0waxaYmwMA5ObmRkdH8zSHWU1NjaWl5fTp0ykUSl1dHeIwzGQyNTQ0LCwsEK3rypUrCQkJqqqq7F0/Nunp6VpaWl+/fvX39+8pjQhiCDmwT8KukMlkVMR3KS8vT0pKQl7kmEwmgUCg0+ltbW38/Px8fHx0Oh05gryn2dvbW1paVlRUZGdn+/r6MhiMmpqayspKJH+HmJgY4jGbl5dXUVGBwWBYLJaKisq0adMeP37MltjTBOro6Nipbd1OoLyA50rD/fv32UtGixYtsrOzu3PnjoSEhKWlZdfCDg4OlpaWnAt03t7e06dP730m6IXy8vLLly/TaDTEA0dTU/PYsWP4rq8kAwH7lRSDwQwZMoQ9bSA2ww0NDW/evHnw4AEej+/o6NDX19+5c2dP640YDAZZjkOQlZVlp6ztlHkSYf/+/dra2pmZmS9evEA2PhsbG/fv34/H48XExERFRU1NTS0tLdva2hoaGpo4qK6uLi0tRSJCIskpkFdkDAaDRFJbsGDB5MmTkSO7du16+fKll5dXa2urkJCQmJhYQkLCgwcPXr9+/eDBAySi844dO5AmrVu3LioqSklJqaCgYNGiRZwJMDtFq21tbd2yZcuxY8dqamrMzMwwGIyxsbGxsXFjY6OpqWlzc/PYsWN1dXV72eB49OhRQkKCsLBwfzZ9165dy2Kxvn79KikpSSAQwsPDsVjsz9+eqK+vDw4OTktLw2Kxpqamu3bt6mR5R6HA168QEwN+fiApCWZm8LfT62ChoQEuXAA6HaysgFPrCA4ODg4ONjQ0PHz4MD8/f0JCQmlpqbMzyMnBtm1AocDcuUClQkgIXL0KDAZgsaCjA25unVYdJlOpk7FY4OMDgIWlpVVhYdnl5VnCwmHZ2fVNTXQsFlpaxgQEWJmbE7pqyzQaDdlo4OZCWltbP3/+/OXLl46ODmdnZ85VuszMzODgYAaDMXv27CVLlty6dSs0NJSz2oKCgg8fPty8eVNERMTOzm7dunUvX750dnbmdMcAACaTGR0dvWjRovPnz6enpwcEBKBpnwYzCgoK1tbW3GyCsFis58+fOzk5aWlpMRiMkJAQOzs7ZA21U0nOpe6CggJfX1/Ob3uaQLumFIbuJlBewHOl4dWrV+zP6urq6enpVVVVnVZWOeMN+/v7c361fPnyly9fIrEE5syZM3To0B+S7uXlJSQkZGNjY21t/WtdMEgkUu9mvf0Bh8Pp6+t3DW3W0NCwc+fO6upqUVHRZ8+eiYiIiIqKiomJqaio4PF4ZWXlGTNmLFiwYPTo0aKiotLS0p8+fQoNDbWxsREUFKRQKCtXrlRRUWHXpq+vr6Kisn79+rFjx9bW1ra1tf3555+vXr169+5dJwsvALC2tp4xY4agoCCVSt23bx/yE3/w4EFXpefVq1d6enpdL4pCoaxZs6awsLChoeH9+/dtbW1qamrLly/vuuc3dOjQoqKilpaWt2/fNjY2amlpIcGmfhQk49fhw4dlZGTGjRvH05i4zc3NoaGh9fX1HR0dyFoRspkqJiY2efJkzlfS+Hh49QqYTEA2EgkEaG+HsWPB3p53rfthysogLAwYDEhOBioVtm0DTU04cAB0dUFMjPrXX3+lpqZaWU3avfsU+3W6thYCA8HQELZs+bZewmKBoCBMmgSzZv2jKKSlwYsXkJ0N9fUQHw9CQlBdDXg8LFwImzeDjo7s0qXfHPb27IELF8DJidHSEp2YeKq0tINKFSKTxSoqYMgQUFcHNTWorS2ys7NbsGABsm0nISGxdetWzqUsJDZaXFwcsvg3btw4Op0eERGhqKhYVlaGwWDodDoej9fR0Vm0aBGVSvXy8kpLS/Pz8+ukiKirqyP2v62trW/evPH39+fn56fT6RUVFZxKg56e3r59+9atW3fr1i1nZ2dUY/jXgMFgZs6c6eDgUF5evnHjRi7PUldX37Jly71799hH+jmB8oKfHc2Gj4/vh/ZiEdNiACCTyYj2oKiouGTJEi5dpb28vDo6OqKjo11dXYcPH/5D+Y3+BYSEhAgKCkpISCCGCNXV1RQKRUBAALG9EBYWnjdv3qdPnzZt2oSUR/IUR0VF0el0AQGBx48fNzY2YjAYLBYbGhoKAAQCYeHChYhDcHFx8YwZM06fPr1ly5auphLsaa+pqamlpaWiosLHx0dBQQGJNMCJjo5ObGxs18YfO3bsyJEjoqKizs7OGzZsUFBQyM7O3rNnj7e3d6dnq5GREbJv3djYGBsb++zZs9LSUlFR0R8NtEyn0w8cOHDo0CGepg9AAmPgcDh7e3s9PT0BAQF5efmetmAaGiAoCA4c+L+DgYHQJ6VowPjwAZ49gxEjYM0aCA6GmBiQl4dx40BQEObNg3Pn4M4dAAAyGR49+lxQ8Hj16tXW1ssdHKCsDPT14dYtEBeHixdh+nRYuRKWL4fVq2H/fuhqnN7cDBYW0NQEioogKQkWFsDHBw0N8OoVXLgAysrAGbUkOxva2uDYMZy6+rhLl8aVlcHLl2HCwteamhrl5JwLCvgyM2HRoiGzZ892dHRUUFA4f/7858+fHzx4sGzZsnfv3kVERDCZTBKJNGbMGBcXF7Y9zZgxYzZs2IAES+16K/bu3evn58epW3dCRERk3rx58+bNo1KpbW1tXX9a/v7+CxYswGAwyLJft1JQflOwWOzAduiPTqC8YDCGwOsWQUFBZOzl5ORs27ZtxIgRHR0dSBZaUVFRKyurnrYwCATChAkTJkyYgARm0dPTmz59+r8mPQmVSs3Pz8/Kynr48GHXlQzkjvV0bnFxcUtLS9fUR+wtMXNkZ/hvOi3KSUtL371797uR25EQDmfOnFmwYIGOjk6nb9va2tLS0rpdBNLU1Dxx4gQejzc0NETMMiQkJFpaWtra2nraqhAXF580aRKy3FdYWLhnzx4dHR0kigs33jfR0dFYLJanASjz8/O9vb13797dyzTDCYkEe/fyrjnd4O8P796BkBCwDdXfvwd/fzA1hXnzQFQUXr+GWbNg61bw8IC0NDh3DjjsRwEAmpsB8XS5ffs2mUxGEp8CQEQEvH0L8fFw4wZgsbByJXz9Cjk5oKEB3dquNTbC6tXQ1ATv3gGn1TxiP+3qCgsXAplMptPpiB3ZunXw7BkoKkJODkyZAo8ewdSpSllZ9o2N2Js3sxUVdZ2cvtWQk5OjoKAQHx9/8eJFGo0WGRn54cOHY8eOdXtD+Pj42BaX/QGPx3faGG1oaDhy5MicOXOMjY137dp19uzZXz4foKB8l99AaeiUCkVLS2vmzJleXl5hYWH8/PzNzc1NTU0vX768cePG4sWLDf7fHoxMJsfHx3/58qWhoUFYWJhEIo0fP/706dOGhoYD7pfxE6irq0tJSfn69WtFRQXi9iIgIKChoZGZmVlVVZWZmUkgECorK8+fP89NbVzOWz0hKCjIZa4XIpF44MABACgpKTl58qSOjg6JRCorK6uvrxcWFp45c2a3pmqd4sjGxsb6+fmdPn26W40hOTk5MTGxpqZm4cKFSMRfNTW106dPFxYWksnk48ePc6M0mJubBwYGIo5V3FwX9zQ3N798+TItLU1KSur06dPcxxtobYWHDyvS0j6QyVVycpQFC5aFhiolJwMWS21tDZWVHSotLV9Xl5maGkgmN8jIiEpJ1R8+vFdWto++G9evw7ZtsHMnvH8PQUEwfTrcvw+HDsGmTXDzJsTFwaVLcOECHD4Mzs6wdClMngxdI0fY2sKePdTIyMPq6tb6+taenkAiAZkMRUUwfz7MnAksFkRGwtWroK0NKSkwdWrnGvLy4ORJ8PWF5ma4eBE6+dkhP9tTpyA+vjApyW7sWJMRI4YAABaLnTxZIzpaV0RkeHs7oby8LS8vzd//lZqatpycdGKib0wMduZM+cWLF/v6+lpaWnp4eCA2B0OGDNmzZ0/f7lifycnJWb169c6dO588eRIeHr59+3ZUY0D5LRjsSsPmzZtzc3Pfvn1Lp9NZLBbytJ09e/bMmTORFV0ikUgkEleuXFlYWLhy5crr168jM9m1a9eKioqEhYWNjY3XrFmDxCE+depUQEAAkUj8bgyQwcmLFy8+ffqEx+OlpKQyMjL8/PyQ6S01NVVRUbGlpaW9vf0n57PnnpqamkOHDo0aNcrU1JRAIMyYMeOHzAyvXLly8+bNnr69fPny3r17iUTilStXhISENm7ciPxUhISELl68yP2eIh6PDwsL47RC7QNUKjUlJSUzMzMrK4vFYrFYLEFBwWnTpvXBqKWioujJExdHx91E4owvX2gHDtyVla2oqyuQkpJYs2ZedvbT8vJyQ0Od/fvXi4uL5+TAtm2HDx6sHz1asotzEle8fQvnzsGaNTByJDg4QGEhvH4Ny5eDkxNoaHxb8ygtBcTGV1cXWlogKws6GRppapa1th67f3+nmppaayvgcNDQAHx8gMNBZiacOgXl5WBlBdu3Q3k5IF7lfn6vw8NjJSWZDAYdh8Pfvz+1tnbkjBmwezd01Uu3b4dJk+D2bfDzU6usTH3+3A+Hy8ZgDuvoMEeMyCcSU5ubgxkM8tu3wqqqBFVVkJIi0+nNVVUH2tv57OyKXr16hZgVKygosJO//3yUlZXPnDlTUVHh6ek5OJOeoKB0y2D/saqpqc2fP3/v3r2InVFlZaWLi4uSkhJ7D/jhw4eJiYlSUlLy8vLBwcHsgEtCQkJUKnXWrFlIPEGEX5vBtv+sXLkSsfCYMWPG8OHDDx8+/P79e1tb2/Dw8B07dixatEhQUHBwRoCpqqpyd3fX1NQ0NTW9ceOGqKiorq7u9OnTu00qkZube/78eSEhIXFxcSqVilhgsIO4dcuiRYu8vb2nTJmyc+fOvLy8gwcPioqKSklJlZSUICH9uWzn0aNHnz175uHhsbdPuwJ0Ov3FixexsbEWFhb6+vpz5szp53xAIgnPmmXp73+6oKBg7ty5T55sYzAYL168UFFRMTY27rR8oqUFjx/vPHXqVHCw+sSJy/5OyvgDHDoEyFmfPoGcHKiqwpIlsHYtlJbCq1eAbGS1twOygYPDgbw8tLT8Xw0hISEfPnzYt+9kfb0ggwEiIuDvD6mpQKOBnBwMGwYbNwLSGwkJQKHA2rWUjAy3ESPG29gc+PwZ4+4Ojx+3Fhauu3zZY8MGtZ7aOWIEeHmBlxcsWsTv67uEn99t40Z4/RorICBLpUbZ2Nhv3qx37x4mMPBWXR3T3v7EoUMgJARubqCqqsq24Pm1IDmffnUrUFB+mMGuNCDTPJLDHgBaW1vPnDlDoVAIBMKKFSuUlJQKCwv37t3b1bxo6dKlS5YsOX/+fGBgoKSkpJKSUnNzc319vaGhYXp6emVl5atXr27fvv2zr2eA8PHxyc/P19XVNTY2VlNTYzAYgzmTW0JCwq1bt44fP+7p6WlkZHTx4kUAyMjIuH79emNjI4lEWrlyJaeVyebNm/38/IhEYltbW0tLS0tLy507d0xMTKhUak/uspaWluPHjw8LC3NzcyMQCHv37mWxWEVFRX0IPY5kh+q0KcYl58+fNzExmT179kDFbZSSkhIXF6+qqkJyAyIxdBGNubUVpk8HPj5obwcREVBXh/37GcnJYenpjZ8/j37xAiwsQE4OSCTgfrNlxAhob4ctW+DhQzhwADAYaG4GDAZkZMDMDG7cgF27YOxYyMwExE2suRnYYTg6OjrOnj0rIaE4ZYrHyZNgagp+ftDYCDNmwN/+wp0REAABgebx4yWHDbNnsUBEhDxx4h0arQhglbY2V3tnfHzAYsGzZ6zCwjohIcno6K1k8qz4+Kxz5/wVFJjV1e1lZSX794OZGfj7A7r8jzJo8fb2bm9vp9Ppgz9Y+GBXGjohIiKyb98+AGhqanr06FFpaSmyQd7U1CQmJoY8UtmFMRjMli1bAKC+vr64uFhCQoJIJCYkJDg4OCgrKwsLC1dUVPyyK+kfoqKiiPUGEvPg6dOnv7pFnUlLSwsICGAwGEwmU1NT89y5c7GxsZz7EVgstqamZvXq1YKCgo6OjsOGDWtsbES+OnPmzJUrV1pbWxEzFFFR0SVLljQ0NHh4eNDpdAsLCxsbG06zA8QlBIvFWltbW1tbV1ZWenh4eHh4IFkz+sD48eN9fX27huL5LsXFxcbGxn0T2hMLFixYsGDB6dOnT58+raGhoampicTPFhGB0FAgk8mxsbGfP39ub2+/fh1rYWHh6+vNYkF2NiQlQXg41NYCgwEYDEhKgq4uGBpCp2CVDAYUFUFeHtTXg4MDTJ0KcnJw8yYga3bXr4OTE+zaBXQ6KCnBp09gbQ2XLsGaNXD/PuDxICUFNBrt7t270dE5WOwfWOyQ+no4eRK+G5GLyWR+/PixrOxjbe2awsI2P7+rAPUAKwGGSEhAr+tK/3DhAowYAUlJa2Ji7nd01MrKKuJwMUJCRzIy5peVgYJCuomJsaMjzJgBvDRvRUHpL3Z2dufOndu/f7+ioiLn6vgg5DdTGtiIiYlt2LAB+VxaWqqvr89gMLS1ta2trcXFxRcvXqyqqsouLCEhISoqmpGRUV5erq6ufu3aNTweT6FQ1NXVu3X2Q+kn2dnZfn5+Bw4cYOtwRUVFZ8+eHTJkiJeXl6am5pcvX9TU1A4fPnzjxo2amprhw4e3tLRUVlYihYcOHdptQI5x48YxmUwnJyckdiT7+JUrVwIDA6dOnTpr1ix1dXU5OTldXd3o6GjOrD8/hLW19ZUrV27fvt01bmlP1NXVXbx40dbWtra2tm9Ce2fjxo3Tpk0rLS2NjIwMDg4WFhaWl5dnMBgEAmH06NGbN2/mtA/FYGDo0M6mBnV1kJYGPj5QWwt8fEClApEIZDJgsaCqCkOGwNixcPYsMBjg6QkfPkB5OQwdCqNGQUwMkMmQmwutrWBkBGPGwKtXICMD0tLg4ZHr7R1YUVGxfPnyhoa1zc2wfDlwJDruHjKZ/ODBg0+fPunr6x8+vOPkyZjz513l5Xfu2aOUnAyyspCVBRs3Ao0GZWUgIQHDhoGMDGzeDF2dGMTEwNkZAFQAtjk7g6goeeJERkcHFBVBSgrk5AjU18Phw/DyJYwcCTt3dh+dGgXllzN8+PATJ04cOHDA09PzV7flO/BcaWAymUlJScOGDUOMErqmA5eWli4uLu5POnAlJaXi4mIhIaHw8PCPHz8KCAh0yk7JYrEOHz5sYGAgICCQmJjo6ur6qxIR/UzOnTs3bNgwMzMzzh39uLi4v/76i4+PLzU1FVkAGFihgYGBMTExFAplw4YNnKs+qqqqDx8+BIBXr15JSkoeO3bs48eP7u7ueDy+uroaSefD6fNGJpNbWlq6BtbFYrGnTp168eKFi4uLkJCQubn5uHHjtm7damtre/jw4djYWA0NDRwOV1RUdObMmf5cyIYNGyIiInbs2OHq6vrdoCAnTpyg0+kbN26UlpZGMu8NOAQCQUtLC/ErFhcXR8JI/1ANkpJgaQndBWL9h4wMSEuD8eMBiwVBQVBUhJ07YckSkJMDcXE4exYQE5Rjx3L19R+Tya0MxpAVK1YgUUT19KCxEa5fBxoNWlu/RX3+OwnJP1y9ejUurmzOnKVbtxqXlpbGx2edPv22qem0nBwmLAyQJTMZGVBWBiwWhg6F6mp4/RpqauDsWVi9GkaPhnHjgCM8EgDAxYuXhw0befy46ZEjgpWVMGMGYDAQGQn37oGxMezfDzgchITA9u3Qvx8FCko3NDQ0tLS09McZjcFgNDc3k0ikrVu3dnLk+e4EKiMjU1RU1J8J9EfhrdLQ0tJiamqKRDgOCQnB4XDsdOCRkZHv3r2LjIwsLi62s7PrZzpw5DXLysqqa1qXxsZGNze3RYsWDVq3Ah6hqKh44sSJiRMnNjU1KSoq1tbWNjY2vnnzZt68ecLCwmvXrh3YhfSmpiYPD48JEyawU192y9S/HexOnTo1fPhwOp2OBFFHkgHm5uaePn06MzPzwYMHQ4cOraqqYrFYfHx8VCqVxWIxmUwlJaUVK1Yg2T47OjqQxHRMJpPFYpmYmKSlpQHA4cOHke2qfl6Rubm5np6ei4uLp6dn76aUVVVVJ0+e5CZHxiCHHYkOSc+LBIEODoaODuDn/2Ybce3atdralu3b/+zq+youDpzuCKGhcOYMbNv2z5G0tDQMBicmdri0FB49SrCwABarVVd3SFERpqwMXr+Go0dh8WL4/3QlAAB5eXDkCFy5Aog3sY0N3L//beHh1q3bu3dfbW8/r619btOmiSIisH8/sFigogJMJgwZ8q3ZEycCLx+kKP9RduzYoaKiEhgY+O7dux99AuTm5oaEhJSUlOBwOElJydraWiwWq6qq+unTJ6RALxNoVFRUUFBQZGQkjUYzMDDo5wT6Q/BWabhy5crcuXOPHj0aHh7e2Nh4//59djrwiIgIJB24v78/i8XiXTrww4cP7927t6dkMD8EEhphMId6vXr1Kj8/v56eXnFxcVxcnK2tLWJJWlRUFBwc3NHR8eHDB27yV/0oLS0trq6uR44c4T6WYqc8bEjcSQkJCRERERkZGUNDQ87YqGyKiopOnjwpKSm5ZcsWAoEwceJEdlK75ubmnJwcJHHtQGUtFxMTc3Nzc3d39/Dw6OWJICgoiOQkGxChgxBOjxxf3yJLS/d79wDxQoiPhydPgCNvOQAAhQLl5QAAb97A5MkwfPi34/fu3VNScl+4EEaOBHV1ePQIbtwYGRXlHxm5uKoKhIWhpwQjmppw5w7s2VPo5XU1N5cZGWk+d659ZCQOAAwNLTo6kgGcv3713rZt5IcP4ojWWlYGOjpQWvpPJYN44KIMUqqrq1+/fl1aWkqn04EjKyEAlJSUXLx4cfbs2VQqldOhr3cQs25kE1NNTW3atGldQ0ayVyt7mUDj4uKQCTQiIgIAeDeBdoW3SkNmZmZ0dPTDhw+HDh36119/caYDT0hI2LFjR0BAgLOzc2xsLO/Sgf/xxx979+69ceNGfyohk8l37949e/bs/PnzESdvJLlRUlKSjo6OoaHhwLS136ipqb18+fL8+fPGxsajR4+m0Whubm4sFotKpS5evLgPrgTcQKfT9+7d2//oyzY2Nk5OTlgsVl1d/datW92WUVVVPXToUERExL59+wgEQlVVlZOTE5JIk0gk8sKHTUZGZuHChdu3bzcxMUFWCIWEhGxtbdmbL/n5+TIyMv9ijaET2tr8+fn/6AEmJoDcdTIZOjqgowPOnAFxcVBQAFVV+Osv4FyjwePxpqa5vr7DKivBx+dbIEgkoganJUR0NJw/D15e/0TLLi0FFgtu3rw4bdr4GTMctmyJOH9++9Ona2fN0jc21ty9e7KXlwWNNklKqlRXVxw5RVERyOT/UxpQUH4IX1/ftLS0NWvWKCsrI7rC+/fvr169GhER8fLlSwUFhW3btr148aKoqKj35VWEkpKSe/fu0Wi0lStXqnXaYOuBXibQjIwMR0fHgICAdevWRURE8G4C7QpvlYb6+vo5c+YcOXJk+/btjx49wuPxSBQBPB6Pw+EEBASQcDeINaK7u7uRkdFA+aoBwKtXr+Lj4zEYjKampoeHx8qVK/v2kt3S0rJnz56qqqrnz59ra2sjB0tKSk6dOrVly5b09HQ/Pz8BAQFDQ8OxY8dKS0sj8a1/ySxia2tra2sLABUVFWQyWVBQUE5OjtdLIw8fPly7dq2kZB+jEHYLi8Vqb2/vZJvCxtzcHAlx/eLFi/r6evUuy9kVFRUZGRkDtUZnaGh49uzZwsJCJGJEdXX17t27raysbG1t29rarly5cqgnn8KBpq0N0tMhJwd6uDE/AxkZePUKEG/l1lYoKwN+fggIgKYmUFAAfn7YtQt6itJ++PBhT09PAiFUWnrd5s0QGgqhoSAlJbVr164//vgDGVwtLS0BAXEPH8a3tTWYmBAKC5nBwdTy8rFMpj0//8lTp9wBZAHa+fnlk5JCZs3SB4Bjx+yPHrWvqgIxMfjPKG8oPKS6utrT09Pe3r5TKj4bGxtvb+/a2lpXV9crV65cunRp6dKl7Emhvb2dRqOJiYmVlZW9evWquLi4o6PD1tZWT0/v9OnTioqKjo6O3Uam6YleJlABAQH2BIosNgz4BNoTGGTJnUfs2LFDQUFhx44dhw4dkpOTq6urIxKJmzdvXrp06apVq9jP9Fu3buXk5Bw7diwwMBBJB46sXY8cObI/wZ7T0tKKi4txOJycnNzQoUOjoqKoVCoGg6HRaEOGDEF6OiQkZGK3ge8BAIBOp8fHxzc2Nurq6paVlY0ePbqlpSUlJQVZA1dQUNDV1UVKMpnMiooKJGgxHx8fBoOhUCgAICgoWFlZOWfOHJ5uePd+FT2BhMUUERHhJqpxLyLevXvHmd21z4SGho4fPx55g09NTeXj4xs2bFjvp1RUVNTU1HSKZl1eXp6cnEwkEmVlZTsNoaioKH19/QHR53Jzc8vKyvj4+FRUVJQ54iglJiaqqKgMrAoVGQlkMrBYgMeDjAyUlWXQaGJ8fIoAgMGAhARISgKJBKKiA7YCn5+fDwAaGhqdjtPp8PDhexLJSlISq60Nnz+DsjIwGKCt/QM+jS9fvrSwsGhqagkObjI3H15QAG1tzIqKUFVVlqAgYDAYISEhPj6inByJyZT092c2NFSJiISPGuXQ0UFqaoKSkg98fOLy8nISEvIYDIbBAAuL7nWFurq64uJiJJkZj2hra0tJSWGna+EFdDr906dPXa21Bpa+PUN+axE0Gi0nJweHwxGJRGlpafbaYW1tbWhoqIODQ7fp7kJCQmRlZUtKSszNzYlEIoVCeffunYCAALJzgQShFxMTGzp0qLi4OLIgnZOTY2try33w+MePH8fFxUGvE6ijoyP7V9fTBMojeLvSsHXr1hUrVjx//lxYWPjRo0cNDQ3sdOCW3Zlxd00H7uzsPOCtam9v9/b2dnZ2joyMrK6u3rJlC7LsjLzdcs4oLi4uM2bMWLFiRUNDw+bNm1tbW6WkpK5du8Z95uXGxsYtW7bU19fr6+svXryYR+m5yWQy9zeqra3t8ePHyL5ae3t7W1ubqqqqgYHBuXPnOqX35VJEfX398uXL+7+kgbhTCggIvHjxAofDcRO+k8ViOTk5bdq0iW2oWFxcfOHChdDQUAwGc/z48XHjxnGm3bp48eL8+fOlpaX7087e8fHxMTMzGyh9v7ERjhyB3buBM3dYYGAg23uCwYCCAsjNhaIiKCsDBgMUFEBHB3R1u3FQ5J6wsDAAmIBYQnKwZw+sXm04ciRBTMwyORk2bfpmtJiWlnbz5k0qlXr06FESidTY2BgYGBgXF7d27VpOlY5Go92/f3/37t3Tp09PSEggEkspFAccDkaNAllZl+pqn4iIr7W1QtLSqhSK8u3bNe3tBXg8bflye3f3i2/fYtPTYd48MDV1Zv/QAgIgMhKCg8HLC7okXYfc3Nzo6OhuM5sMFDU1NX5+fogxL4+gUChYLJYXT0JOfugZMvhFFBUVBQUFVVZWIgbUSAoCGo2GwWCQh3BbWxuBQNi8eTONRouLi5OXl3dwcKivry8pKSkuLg4JCZk8eXJXn+2Kiopnz57t3bsX0eFYLJarq+uDBw/6mcenE48fP0Y+9DKBjho1quuJXSdQXsBbpUFFRSU0NLSurg558RIXFx8M6cCFhITq6+v3798/cuTI9+/fUygUISEhLBYbFxe3ZMkSTtd8Gxub8PBwACCRSA8ePOiDLHFxcQ0NDTc3t8TExD179qirq0+YMGE4e0P4V2Bra2tgYHDw4MHhw4dLSUn1X4+ZO3fu06dP8/PzbWxspnTKeNgnnj9/3q0VZFcwGMyCBQsuX77c2Ni4bNmyZ8+etbe3HzlyBFFf9uzZc/z4cTqd3nXy+10QFQVPz25yRrPB4WDIEOBUUaqr4etXeP4cyssBgwEqFVgswOGAnx9YLKDTAXl9UlQEOTlISDhLp9c3NWFqasouXfIWE/tOvG0mEyZPtvb2Xrdpk9CKFaYAUFZWduPGDTk5uZMnT7a1tXl4eHh6enp4eHz9+nX48OGc6vXdu3dLSkrGjRvHfmk2M4Pp06Gq6pvtwqlTle/eWZSX6wLIYzAwZw7MmAGTJsGNG+DrC1ZWsHJl5/YEBcG1a9DcDAcPgqhoN4kqUP5rUCiUixcv0un0JUuWyMjIcPN+r66ufuHChdzcXElJSQUFBR0dndDQ0K77CM+ePYuPj7e2tkZ+wC0tLQcOHFi5cuXAagycDM4J9GcEd+Jcqh0M6cABwNvbG/mQmJi4f//+jo4OYWFhV1dXRGOg0+khISFhYWHCwsJ4PP7IkSPLly/njBbVB4yMjIyMjMrKysLDw318fPB4PGJy39bWdvLkyQG4JK5BNsC4IS4uztfXd/369b2/N5uampqamgLA9u3b7ezs+m9Ccf369YcPH3758mU7kgW5V8zMzMzMzEpKSoKDgzdu3NhpqO/ZswfJrz127Nh+tuqX0AeNTkYGZGTg/7Oad4ZCgZoaOHXKm59/jKDgGBYrqKXly5YtNYsWNdvZ9TY8PTzgyhV+JaUrkZEvnz59isPhFBQUHB0dkSjgLBbLwMAgJibmxIkTXc/Ny8s7fPhwp4MYDMjJAZlMbm5u3rlzZ0LCi0ePznt7eyxbBlJSkJoK587BuHFgb999e6ZOhYcPYfFi+Dv/Nsp/mry8PBcXF0dHx95T1XRCXl7evZP/z9/Q6fRbt26Vl5dTKJRx48YdOXLEzc0N+er27dtmZmZdDaoGnME2gf6uESEHEGQjys3NDQnMfOHChZqaGisrq7a2tpEjR06cOPHu3bt+fn4DkhBPUVGxU6rDd+/e+fv7z507t/+VDyylpaWPHj0CAO4td+bNm3fx4kVtbe38/HwVFZWxY8f+kNUPGwwGs2TJkufPnz958mT27NncnKKsrLxmzZpuv9q9e7ebm5uoqKienl4fGvNrqa8Hb28QFgY7OxjArXkBARARaZSXp1lYjAkPh7S01OHDxdTUQjZtepWf/7yXE/n4YPNmaG4WuHFjjqXlHFtbYDKZycnJb968SU1Nrauru379+rZt20xMTLhfwTp79mxTU1Nzc/PSpUu3bpUNDzd7/RoQdfHSJTh7FnrINwIAMGMGPH4Mrq4gKQmzZ3cO+oTy36GkpOTs2bN0Op39QjggBAUFCQoKshUFTv7444/IyMi1a9f6+fkNoMTBz39daWhtbfX09GxtbV25cmVYWJiLi8u4ceM2b94MAGVlZV++fElJSVmyZImOjg6PGjBp0qTbt28fOnTIycmJ+2SMP4GPHz+GhYVdvHhRqidT+C6MHTuWTCYLCQnNnDmzoKDg1q1b9fX1IiIiCxcu5NLFiJMZM2YcPHiQS6Whd3bv3u3q6nr6N3wblZCAo0ehrQ1evQI/PxAXhz//HJiaP378qKRk9OQJHD4MjY07P32C0NAcdfV6JvP7aSOIRHBygj/+AFtb8PDw0NbWHjZsmJ6eHhJzZePGjV5eXrt37+Y85dWrV+O6Gh0ABAUFaWhomJhMj4pibdlyuaWltbJy0/LlAAA0GpBIvWkMCPPmwbx5UFsLjx9DYSEYGsLcucC1zRnKbw+NRrt06VJ7e/vhw4e7XeLqM/fu3WOxWCtWrOj2W0FBwYkTJ7IDMf13+I8qDaWlpQUFBampqfHx8Y8fP+7o6Dh27Nj27ds531aXLFmyZMmSn9CYVatWVVVVHThwYFDNao2NjeHh4V2j/vUO2yNGTk4OMe5taGi4c+cOjUZzcHDQ0dHhfvMiOjpavj+2fBzk5uZ2dHRER0cPSG0/H2FhmD8f5s+HigpwcYHx4wegzmnTpjk6bhk+fLK7OxgZQVNTcVjY1rNnT3fVGJqaID8f5OVBTg7a2+HjRygpgcxMQBzC6XT6/PnzASApKenly5cLFiwoKCjIysrKzs7W0dGpqqo6ffq0gIBAa2url5dX12ZkZ2dPm7bUwABqazESEpvExWHGDNi3DxIS4PZt2LKF28uRkoKNGwEAEhPh4EGQk+smgjXKv4/IyEhfX9+NGzd+19PqR2GxWFlZWR4eHj0VyMzMDAgIQHzQ/lP855SGtLS0Bw8eSElJVVdXl5SUMJnM06dPI3tafVtLHxBkZWXV1NRevHgxZcoUvl7M3n4im5CAf/2GRCJt3769rKwsNDTUx8cHi8Xa2trKy8vz8/OLi4t3u7jCYDCuXr3a3t7OjQMFN+jr658/f/758+cBAQFmZmY89Z7gKfLy4OICf/4JLi79rQqLxcrKSn38OM/R0UlSckxbm6SHx85Llx75+U1RVh5dUAAYDLx/DzgciIuDujpERUFlJeDxYGUF9vbAjhOGZPItLi5+9OjRy5cvt2zZggRg9fLymjRpUlhY2IkTJ7r6uEZFwadP0NICLJbGypVfa2vNXF1h//5vRpqBgVBeDmfPfn/NoytGRmBkBKWlcPUqYLHAg/CnKODp6ZmXl3ft2rVf2Ia6ujovL6/hw4efPXuWF6Fo4uLiuvVQYHPz5k1PT08eOcQNZgbF/PQTqKuru3fvXllZGZ1Ox+PxTU1N9vb25ubmnIYtv5YtW7ZERkbu2rVr2bJlA55e+ZejqKiIeL5RKJT3798XFRW1tra2tbXFx8c7Ozsj1gYsFuvDhw9IvqslS5awY2AMCHx8fHPmzCktLQ0JCXn+/DkWi5WSklq1atVvF8lRTq43Z4rvEhAQEBUVRSQSyWTyokWLWCxWfX2FpmbJiBFKGIz1zJlWO3bs+PNPrZQUgL9zT/SOsbFxePinujrjsDAhFRUlHZ0Z588/xuMFpkzZQaGQ//hj0tevwpWVkJ8PZ8+SKyo+4fFVONyImhojgFyAAIAhIiKL9u2DPXuARoOwMPjyBVpaoJ/GwdLSMHkynDiBKg0DT05OjoCAwIAE5u8zjx49CgwMPH78eD/t03uBwWD08v7W2tqamZlJpVJ7cVP/t/JfURqOHz/e3NysrKysp6dnZ2fXbdSOX0VtbW1VVRUGg9HV1TU3N1+/fv2lS5cGlQLLYrGys7MBgEKh+Pv7DxkypM/ZvwQEBOw5TOGRQGnIZyaTeePGjaNHjw74SiMbPj6+1atXIysNRUVFSIBCHsniBW1t8OHD97f5uwUJpeDg4HDq1CkAqKurc3JyunbtWnR0dFBQELISi8fj58w5OHfuOQajYt+++b1XSKHA/ftw+fLExMTrLNZ4HE4xJsYZwALAGCD2xo3HALMAxAEKAV4BVCgoEOztx7NYY/Pz34wf/waLzR07dsmoUQ4jRwIeD15e0NoKNjawd2+/tCKER4+gsBAcHaGoqL9VoXBSU1Nz8eLFGTNmtLa2/sJmaGpq2tvb//XXXwQCYevWrVQq9f79+1gstrq6GilAJpOPHTu2e/fuH91gZWNiYuLh4TFt2rROx5uamnbt2iUlJXX48OH/oMYA/x2l4Se7Nf4QT58+bW1tpVKpsrKyK1eu3LRpk5OT0+rVqxFvjsFAeHj4y5cvGxoaXF1dN2zY4OvrO1ApQ4cNG5aenj5+/HgAwOFw9+/fP3r0aC/7iAOIqqqqrq7uwYMHJ0+e3K2N3uChuRkePIDycsDjwdwc5sz54RqKi4svX7589uxZ9suTv7//3r17BQQEVFVVVVRUpKWlg4ODpaSmjR8vhsHsZzK3L1tW+tdf3S821NbWXbxYeOZMRmNjnqwsffJkuU2bYMqUtQUFrVeu+KmrG2hqzm9tJd+9+7Ck5AaRqKOpOVtBQd7BAcaMgdu3obh484QJICqaUFpaitz4/fth7lwYwN/78uWwdStIS6NKw0BSUFBw6tSpWbNmnTlzJiAg4Be2ZNSoUcjewevXr/fv39/a2rp+/XpBQUF/f//Lly9v3Lixtrb2+fPnqqqqPTlVfRd+fn4kSVUnMjIyHj58OLAhX38v/itKw2Bmzpw5hw4dEhQURBwvDQwMzpw5s2/fvsGjNBAIBAUFhSVLllhZWenr64eFheXm5g5I0EMrK6v9+/eP/9u0D4fDIeErfo4Kv3z5cgDYu3evjo4O904iP5PGRjh/HigUWL8e2LGq+xAiVkVFRUBAgDOWubCwcFtbG41GO3z4sIWFRXNz8/LlqxYsAElJyMiAO3emHj582cbGbPNmdU9PHDvLZXBw8OPH4R8/Sn79OmTECK2AgGXa2qXsNH3a2iLe3qvr6uD4cRAUFHJ2XqulBQQCiIhAWxuEh8P27WBkBHV1kJ//j4qQlgY6OgOpMQAAFgubN8OdOzCge1z/XWg02pkzZ+h0OvLa4O/vP0hMr+zt7TlXLk1NTY2MjHbu3NnS0vLx48fjx4/3p3JxcfHGxkbE1q2lpcXPz6+0tJRMJv+XNQYA4GFCBABgMpnFf0Oj0QCASqVmZmYyGAykQFlZGZVKzc3Nffr0KXKktrb2/fv3PG3VYENCQsLLyys7O/vPP/9sa2sDAAwGM2zYMBcXl+fPe3Oa/2mYmZktWrTo9evXMjIyjx492rBhw4ULFwakZgEBAVNTU84eNzU1/cluDkZGRlVVVT9TIveIioKzMxw9ChzZLfoCnU6nUqlIwi0AyMvLS09PNzY2RjZu582bt2XLlocPRYODwc0NpKXB1JTvypVFEydGnzs3y8npWyWIQ011tfvXr07btzukpJhZW4OSktLXr/8n6+RJ2L8fDh8GCwuQlwcSCfj5AXGLOHQIPn6Ec+eAI+wqhIaChUW/rq5bdHSARIKAADhwAC5dgr/XrVF+mLdv3zo5OSFZBs+dO/fgwQN833bIfgpmZmYUCmXChAliYmKCgoLdrhZwyaRJk4KCgpDPDx8+NDExOXjwoLW19QC19PtwM4HSaLSfPIHyPDX2lClThg4dCgCXLl0iEAimpqZqamrt7e2RkZHv3r2LjIwsLi62s7Nbs2ZNcHDwpEmTCgoKzp49O1D5CX8X+Pj4/P39b926VVVVhWQJQswGd+7cOWPGjF/dun9YsWLFX3/9debMmenTp/v6+i5YsKD/dc6bN8/Dw6OyshL58/3799zkmR0oIiIiQkJCejeT/oXgcH0JCtkVxGQsLi4uJSWloKBAQUEByczp5OQ0fPhwZAXi2TMYMgTYWRQUFaWOHSPm5OglJHw7cubMmW3btmVkQHQ0XLwIJBK4ugIWC38n+YOqKnB1BRubHpNXpaZ21g+ePQMCAdhxeIODISwM9PWhuhpmzIBerNwePgRXV5CVhbt3oacoKrNng4ICLF0KlZVw/z5gscBFiFGUb/j4+BQUFLS0tOBwOBwOZ2xsrK+vLyYm9qvb9R0aGhpaWlqQnzSLxeqPcZi+vr6fn9+CBQuqq6tTU1PXr18/cM3kil4m0KioqKCgoMjISBqNZmBg8DMnUN4qDbm5uRs2bNi1axcSAHznzp07duzYuXPn0qVLIyIiCgoKzM3NkYAwVlZWmzdvTk5O5ml7BjM4HO4Pth/b30hJSZWUlCj38zVzQFm4cOHXr199fHzIZPL8+fMHxNlp7969ERERly5dqqurmzx5Mq/NVBsbG8PCwlJSUqqrq8vLy8XExPz9/Xfs2MFTob+WLVu2FBQUlJaWTp48mTPQ1uLFi48fP+7j43Pu3DkhobG5uTBhAqirg7k5FBfD7dstJSUkIaGMq1c/5efnW1tbS0tLW1pCRgZs2wYHDkBxMVy//o8UaWkQEQFLS8jNBQkJaGsDBQVoagImE8rL4flzwOOhU8ai+HhgJx+Oi4PMTHB3h4wMaG2FFy+grg7IZJgyBSwtgcmEa9fAzAz09QGLBXNzePkSXr6EZcsgJuY7ly8nB//q7uUJNBqNwWAQCAR9ff05c+bwwq2RFxw7duzs2bP79u2bM2eOsbHx58+f+2OxJCYmduHCherq6mPHjg1gI7mklwk0Li4OmUCRtAA/cwLludJw/vz5R48eaWpqPnr0KDMzc+rUqQBgaGiYkJCwY8eOgIAAZ2fn2NjY0aNHt7W1ubu7OyAhY1AA3r5929LSsnHjxqFDh1pYWJibm0tISPzqRgEAaGtrE4nE8vLy8vLygQqEbm5ubm9v7+TkxGtrhsDAwLy8vLlz544ePfrYsWMXLlzw9PTctm0bT4X+cohEooGBQScrGQaDERMTM2PGjDVr1iQkJFhbX5aRkWhqylFXZ8XElNJoTDk5TUXF+hkzkqdNm8bZ0ZKScP8+KCjAiRMwZQqwg3ZisbBqFbx4AUJC0NQE/PxQUQESEoDFgqwsbNkCXV9TWax/Pmdmgq0tYDDfDBEQW1smE16/hj17QEgIFi6EmzchOho2bIC4OJgxA3R14dw5KCnp7/YNSlc4U/f9RggJCYmJiU2ePDkuLs7e3n7v3r39URo2bdqUmZk5cuTIAWwh9/QygWZkZDg6OgYEBKxbty4iIuJnTqC8VRqmTp06Z84cNTW1VatWPXz4EI/HEwgEAEC2xwQEBJBEDLGxsQDg7u5uZGTUybyO1/FD4uPjB62IgoKC5ORkOTm5srKyU6dO7dy509DQ0NLSsmvetp9/FYKCgkpKSq9evRpAEXFxcbdv3+6PgdXXr1/T0tKQHLgUCoVOp4uKimKxWOQlicViFRYWmpubGxsbx8XFBQQEIFZUJBLJw8NDVlZ2QK7iy5cvhYWFPPViT05OJpFIcXFx/azn2bNnNTU1kpKSgYGB4uLiw4YNU1SsNjKSaW/HYTBNgoJkbe30lhaqhMSQbjs6IwOwWEhMhNra/zuOwQCZ/M0vlB0moaEBfH3/r1hxcXFDQ0NBQeWZMyAkBADQ1gYbN8LUqd3sbmhoAAC8eAGXL8OhQ3DtGly6BIcPA4kE7e0QEPCthvp6EBP7Z0Onurq6oKCgvb29P3epd1paWuLj47lJpdhn6HR6TEzMoH1MDSoRcXFxWCz22rVrKSkpYmJiKSkptbW1u3fv7qfVdgJ7i+6nXAWbXiZQAQEB9gSKLDZ0O4HyAt4qDe/evTM2NlZTUyMSich+THx8/JgxY2JiYrqqsaKiot7e3mvWrEHCDyPMmzePpy3Mz88fzCLKysqSk5NDQkLc3NyIRKKXl1dMTIyent7SpUs51/AH+VVwSWlp6ezZs/u2N5Gfn//s2TM5OTlnZ+fGxkYWixUREXHhwgUMBqOtrW1sbLxw4UIMBnPjxo2ZM2dKSUm9fft21apVkydPNjIyqqmpQfzHOjo6bG1t+5nXisVijRw5EjFM4REiIiIKCgr9d66ZO3duc3Mz5y71y5cv3d1fVlfrt7cXKSkRHz502rJF7eVL2L27sxtCWxt4e4O+PrDNJH+U5OTk8vLy2bOnREUBO7r/ggVw6BDs2AHdBu1kseD8eVi4EAgEqK+Hly9h9Gjw8gJ2okEKBa5dAxrtW6vy8/Pj4uJ4+rutra1lMpk8FUGhUCorK/8FA/wniPj48aODg8OkSZNoNNrYsWOxWKyVlZWXl9fcuXMHanvlJ1wFWynpZQJ1ZBsf/U23Eygv4K3SYGJisn79ejk5OREREXd395qaGjs7uzt37khISFhaWnYt7+DgYGlpSaVS2UdIJBJPW0ggEAazCBKJNGLEiHnz5j18+LCgoGDPnj1JSUkpKSmnTp2aP38+23xvMF9FYmKin5+fhoaGgoLCmDFjetlhERQUJJFIP6o0kMnkAwcOKCkpEYnE2traq1evkkgkMplcX1//6dOnpKSkz58/FxQUiIqK8vPzCwkJiYuLh4eHFxUV7dmzBwAsLCwAwNbWtrm5WVxcfO3atWfPnu1PnGlhYWExMTGedoeIiAiRSBwQERISEnFxcdHR0dXV1UQisaODWFBgnpi4sKAgfcMG8PMz8vMDAwN4+RJWrYJr1/55id+5E/LyIDAQ+twKIpFYUND8+jXp+PF/8kuRSHDwIHh6grs7dBuVZ/ZsmDED1q6F8+dh715wdIT2drh5E54/B3l5cHeHAwfgxg2orQUtLRATExMWFs7OJoWHAwBISUFfnfZ7hE6nCwkJ8bS7KRQKMjR4JwIG9zOEeyoqKqZNmyYkJFRRUWFgYLB58+ahQ4cymcyGhoYfSpbdCz/hKtj0MoF2a7vddQLlBbxVGsaOHZuUlNTc3IzcZRERkfT09Kqqqk4b4atXr2Z/9vf352mTfkfwePzKlSsrKyvv3bsXEBBAJBLPnTt37969QWvzj9DU1HT06FENDY1jx44VFRVVV1cfOHDA09NzACM3NzY27ty5E4/Ht7a2LliwgL005+vrS6FQCATCuHHjOu1oUqnUEydOfP78mfOgiIiIiIgIlUo1MzPz8vLqp3v374WPj8+mTfskJKQEBFr8/LJlZSWGD5euroZDh2DzZti5E0pLwcUFzp+HmTNh+vRvZ8XGwqRJMGVKj9VGR4OTEyQmwpQpsHcvIJvCVVVw7x7IykJ+PpSWQmUlPHoEnz6BhgaoqHzLNKGgAK6usHcvrF0L+vqdqz11Ci5ehLAwOHYMli+Hly9h9WpQUYFt26C4GOztIS0N5s2D48fh4MFvpzx9+s0kog+ZLFB+I0pKSqhUqpCQEADgcLigoKB58+ZZWVn96nb1ncE5gfI8QAcOh+PUy/j4+AbKdO6/hpyc3Pr169va2jZs2ODl5dXS0vKrW9QjMTExT58+FRUVdXFxkZCQKC8vV1VVVVVVlZSUvHTp0pcvXx4/ftz/1cLCwsLt27cLCQkdOnSo048qKSmpJ2vnDx8+yMrKXrlyBYvFMhiM5uZmaWlpGxub9vb2W7dueXp6njx5srq6+teG1v9pMJmQnT1h1KizLBZu6tRZN2+O3LEDkDAZGhqweDH4+sLWreDpCc+fw8GDMHXqP1N7aiq8ewfjxgEGA9HRUFAAI0ZAbS0MHw6qqjB1KgDA8uXg7w9Pn8KWLXD2LEhIQFYWWFnB8uXg7Q3t7XDkCBgbQ0EBJCfD7NnfAlDKyMCZM3DxIoSHw+bNwPlLwWLhzz+/5Qd//hwWL4abN2Hhwm/f3r4NFRUgLw8rV4K3NxQXQ3U1iImBoCAICMDNmwO/0oAySMjPzz9//vwEjgim6enpnHGfflMG4QQ6KKJ6oXCJmJgYPz+/qKjo/v37HR0dmUwmdpC9PTU1NTk7O9NotCtXrjQ2Nvr4+BQXF0dHR79580ZUVFRDQ2PXrl2XL19+8+ZNP8dzWFjYpk2bJk2a5OnpSWAHLPwbOTm5pKSk1tZWc3Nz9sG8vLz29vb58+dzxpMXFBQ8d+6cra3tmjVrcDgcFottb2//74SUf/wYSkpmVlTMrK2lGxldX7r08+LFG93dvzkozpwJly/D1q0gKAjHj8PixRAQAMh+7vLlsG4dTJ4MBAIICEBT0z918vPDmjWgrQ3R0VBbC/r6EBYGyIOOnx+srb+lsuzoACkp8PQEBgMOHAAxMQgI+CdqNaIcJCTAtm2waBGYmQEAtLUB5yqVkxP4+gK7M69cATKZER7un5qakp2d3dzcfOnSpehoWLr0WwGO30Jv5OXlPXnyZMSIEZqamgwGg3eZUDrR0tJSU1MjICAgLS09mKMnDUKKioouX7588uRJdogXDAbj5OS0Z8+eDRs28NTA6D8IqjT8ZowZMyYxMXH8+PE+Pj6/ui3dUF9fb2BgoK6u7urqKicnt3DhQgUFhfj4+BMnTjAYDBwOx8/Pn5mZSaPRqqqqzMzMBAQE5OXl+zBJy8jIPHv2TJsdV+j/WbBgwcqVK2k02siRIwkEgpGR0ciRI7dv3464SHTakly4cOGsWbO0tLSeP3/u6upqYGDQbcLufxO5uZCYCNOmgbAwqKiAoCAoK/PNmLHx4cN3zs5nnz7devs2LFsGT5/+E15pwQI4cgR27AAjIxgyBBYvBiMjsLKCqiro6AASCczNITUVqqqATIYrV+D8eZg2DY4cAQUFOHoUdu36Vs/MmXDmDOjpgZ0dvH8P27fDiBGwYEH3YaSNjcHQEAIC4NkzIBJBVhYYjGvl5eWVlZXr129obBxqZUUAgLy80hUrrsXGYhcvBg0N+8eP/SZNmrR48eLq/w8D2VMMKIT6+voLFy5QqVQVFZU1a9ZkZWUlJiaGhoa6u7v3EjY4KyuLHZ6vz5DJ5MuXL3/8+DE9Pb29vR1ZjiYQCGJiYg0NDT85QOrvyMWLFw8fPszpeMVkMvfv39/R0eHv77979+5f2LZ/H6jS8JuhqakZHh7OTtYw2FBXV9+4cSMA2NnZsQ+amJjo6ureuXOnoqKCTqfjcLji4uKCggIxMbHW1tby8vK2tjYWi/VDfmvDhw/v5Vs5ObmNGzf6+fklJiYyGIyGhoawsDAfH59Ro0ZlZ2d3snNU+Tse4YwZMwZV/E02LBbk54O6+gDsyrNYsG0bvHoFYmJw4gTcuQOxsfDwIcjLQ1AQTJgwqaqq7MyZ2P37wdcXRo+Gv6PTAhYLjx7B5MlgYQGhoaCjA6dOQVMTmJpCezvU18ObN8BigYoKEImgpMRMTw+bO5fQ1DRaQOD/QvIJC0NLCyDzrI4OiIhAdDSsXQthYZCUBOLiMHIkDBv2j8UlFgvz5n1b3nj27FVJCb+bm1txcXFsbKykpJuy8qjFi/f+9ddzA4NVkZHqUVGwdy+rqkrnzz+tiURiNXexo6urqz9+/Pju3TtPT08k0QAAjB07FgDIZHJTU1O3SkNjY+PRo0fDwsJIJNKWLVt+vCv+wdXVtbW1dcKECc+ePUOOtLe319XV1dXVqaurd11IQ2HDYDAOHTo0derUTi8e5ubm4uLiysrKvzYb578SVGn4zSASiU2ca8G/AzQabeHChXPmzHFzcwsICMDhcKtXr3779i2JRJo9ezYAfPz4UVdX18HBYefOnX0OB0kmk69fv15XV0ehUDo6OszNzR88eFBbW0sgEEpKShC31WnTpun0/r45KFm1Cu7eBX19cHODmTP7VdWHDxASAmlpwMcHEyZARASEhsLq1UAigY8P5OfDo0cimzYRrl1ro1DA1vbbWSwWJCeDmhqEh8Po0XDqFFy/DsHBMHcuyMnB3r0AABUVQCaDgAAICcHBg5tNTWdu2nRuwYLxFhY6EydO5GzDkiWwZw8g6tnChVBQAAAQHg6trZCQAFeuwPHjnbNrUqlw/XrM48e5q1dvbWoCFRWVjx8/yss3bNniQKHAy5dzjxw5NHZsupAQ0dhYwcrKcfNm7bQ0rm5ISUmJt7f36tWrHRwc2JsCUVFRr1+/xmKxeXl5K9j+oP/P/fv3S0tLnZycbt68yeXN7wlpaemKigrOCGNCQkJCQkJIKFgKhdLP+v+ttLS0uLq6Ojo6dh3Uvr6+lpaWg9xU/DcFVRp+MwoLCznDAP8WnDlzJjEx8dq1a+7u7iQSydnZmUAgWFtbHzhwALFtvnLlCvL2Hx0d3beo6fX19ZcvX1ZQULCysrp7966BgYGDg0NkZOSbN28AYNiwYfPnz5eVlb148eLAXhqv+foV1q6FT59gwYJvpoLjx8OkSfB3XskfIzQUmppARASQd1chISASYcQIiIyErCzQ0wMfHxAWrpSXn1BXV8dW3mJiwMkJIiNBSgpqasDCAgICICUFKitBXBxERQGH6yASCZx7PgoKoqtXT9bSEj57trmm5oOmpqY6O5YCgJ4e7N4NW7aAkRE4OMCJEwDwj7NDJ0JC4NkzSElxUVcXf/36TySIEwAsXbp0woQJe/fudXBw8PT8EhIyzNl57p9/jjh37pyU1IcXL8QrKlQAAImAJSUFRCLIyECnyDfIIva1a9fY6gKFQjl//nx0dDQSS6eXm5mRkREXF7dp06b+R3ZycXH52inrF8r3KC0tPXbs2KFDh7rmpy0vLzcyMpKQkDh+/PjWrVsFBQVZLBaTyexPHgoUNqjS8JuRl5fX+8r8IOSPP/5gMplUKpVIJLJjkpw+fTohIeHVq1diYmJ2dnaLFi3at2/fuHHj0tPTExMT8/PziURiXl7e7t27e0m9UVlZGRQUlJWVJS4uvmbNGjk5uf379584cSI7O3vnzp0TJ048dOjQb/2kcHeHpCS4cAE2bgQWC27dgsOH4cAB8PeH8+e7Tw5ZUgJPnkBiImCxQKdDRQU0NAA/P9jZgZ8fjB9PXbGCDwAbFwc5OTB3LgBAUhLY24OKCggLg5FRMedq/MePsGgRlJcDwDfnCGNjqKwEQUGYMgU2bGjbs8fz8GE8DtciJye3adMmZKGIRCIFBgY6ODiYmcG+fZYbNmx89eom55aztDTs3Al+fuDsDMOGfYvX1ImyMrhzBygUuHABDhzgP3zYuVMBJSWlP/74A4/Hp6TMDQj4ZhF59OjREycqGxufnD1bMnHi3OZmuHcPKisBgwEJCQgN/b8asFissbFxZGQk2zEPg8Hk5+cvWbLku6aIJiYmU6ZMefr06YDE4OvJOgelW5KSknx8fLy8vLrdu/ny5cvYsWONjY11dHSOHz/OZDKbm5tlZGRcXV1/flP/faBKw29Genr6dLaz/G8CMn+QyWTOEU6lUj09PR89eqSoqGhhYcHPzy8uLr506VI+Pj5RUVEjIyMymczHx1ddXd2T0nDjxo2mpqbp06dzLiAbGRkdPnyYRCJ5e3v3JyL1IMHAACiUfzJP/vEHrFgBTk7g7w8TJoCXFxAIIC0N5eWQlwcREZCfD42NAADKysDPD1gsyMmBjAy0t8Phwx1M5k0SqVRennDwIPP+fYq+Phw5gm9qgo4O7MKFHQAECQmWlpY+pzeshQWUlEB8PBQVNXl4RK9enWpgIL1smWZtrUpU1D1HR5aGxto//1RRVYWoqKg3b97MnDkTAPbs2fPhwwcXF5djx455egqdOHHAwsJp3brR8+fPEvp7rQCDgXHjwMEB0tPh6FGQkABHR+Dcm7p+HbZvR2wvTvS0/jR+/HgWC5qaAJn0Ozrg0CG4eFHu2bNNGEzDlSt7MBiJd+++Fe421OeWLVucnJzYSgMej7906ZKTk9OsWbN675q1a9cCwJgxY/z8/HovidJ/kpOT9fX1MRgMjUbz8/MrKCg4efJkV7fthoaGCxcuhIeHP3z4EAC0tLQOHTrEZDKrq6v/U8FXeMrPeKpSqdScnBxdXV3kc15enra2NvL+V1ZWJi0tXVxcnJqaiozS2tra5OTk/1pqbC6h0Wg0Gu23M4xqaWkhkUhycnJ37txhH3R2dgYAMzOz1tZWJpOZkJAQHR1NIBD4+flPnDhBoVCqqqq0tLTYc0wnkpKSGAxG19SUs2fPns1OoPT74+QENNr/HcHjYfJkWLoUtmz5vxDOIiJgbAzLloGGBkyb1nkdHgA2bNgnLT3r0CFHLBaamuDuXbh/H44fhwcP4NgxYCdYbW+Hv/6CN29AUREsLQGDASwWfHyyGhourF+/qKRkQ21tTXl5noBA8Lx5q+3tFZSUICgo6Ny54FOnTiFOsEjwLmtr646OjkePHi1atGj3bs0FC865uqYHBBzk49NRV19gairKVgV1deHoUSgogB07YOtW0NL6dtzaGsLCQEoqUkNDo9sAsggYDKxZA3p6YG8Pr17BiBEQHQ3DhwMASVl516lT5/T0dmVlWdNoU3pachIQEKirq+NcX1m9evW+fftwONyePXv+O/63g5PExMR79+4NHz78ypUrRCIRg8HMnTt3yZIlXUsyGIzo6OiDBw8uXbq0uLgYCQEZGBj4+fNnJSWl3zT/FnxvApWRkSkqKvqZE+jPUBr27NmTnp4eFBRUWlrKTgceGRn57t27yMjI4uJiOzu7n5kO/PcFScX0q1vxw0hJSVVXVwsLCzOZTM7jGRkZABAfH0+lUul0emtrq4aGhouLC+ISKScn10udjY2NJBIpJydHiz3J/Evpdsccj4cnT+D1a7C2htZWUFTsPlkDJzt2rP/8+TMWOw4A6uqgsRGGDgV7ezA2htxcAAAGA06cgI4OmD0b5OQgKwt274bhw2HMGKBSC8jkpWvXmuFwACBCJqvn5EBDA5w6BevWtYSHh4uJibFYrEOHDu3Zs8fR0XHo0KEAYG9v7+fnd/jw4SVLlkhJSd2/r5uYeJKf/+vTp6dzcpQePjTkCGQH6upw+jScOAHq6rB4MQCAmBg8eQLjxtVISXXv8Ugmk7Ozs9va2iZNImtrD2lsVHv3rrO2ZG4+6sqVpfv27du3z4pO717bdnFxcXFx8fT0FPk7cvWIESOOHj3q4+MTGxvb1tY2ceJEnqakQumWxsbGM2fOsFisU6dOcbPJWFFRISMjIyEhgcRuKS0t1dTUbG9v/93XGLqdQKOiooKCgiIjI2k0moGBwc+cQHkeGujt27fskL1nzpzZsWNHVFSUnp5eREQEkg4cj8ezWCwkHXhHRwev2/O709Ob93d58eJFAWKn/tOZOnXqhQsXjhw5snPnTvbBtra2NWvWREREDBs2LC0trb6+3sjI6Pjx498NxchisXJzc+vr6xHzBR63ffCipATr1sGQIWBo+H2NAQA413I1NGDuXLh/HzZuBH19kJEBGg3y8kBZGQ4dgtZWuHQJwsNh/HgwM4MrV6qrqt4aGyuUlX07XVAQ9PXB1BRmzIAtW0Rraurq6+uxWKyMjMyZM2devnx57tw5JAD+/PnzHRxWzJz53spqNpVKMTYGPT3tAwcOGBlJi4kFfPnyfy3k5wdXV5CWhj17gEoFAwPYsQMSE2c+evQoPj6es2RISIizs/Pp06fLysrIZDIAUKlvcnOdU1OfddWqqVQqmUx+9apdRwe6dTwiEolubm4uLi6d8mE2NjaeO3euubn58uXL37+/KAPNgQMHtm7dyr1ZkoKCQl5enoeHR3Nz89atW0+cOGFqaurU54xqg4OeJtC4uDhkAkXU2Z85gfJ2paG6uvrQoUPnzp3bv38/AHCmA09ISNixY0dAQICzs3NsbOzPTAf+W8NisVgsVh9iMOfl5bm4uKRx6Yg2oIiIiHRNJissLBwaGpqWlkYikVatWoXBYHoK/IzAYrGOHDni4+NTVFR05MgRe3v74OBgVXbsIZTvMWTIEE7nwOvXYdMmmD4d7OygsRGOH4eGhm+2hFJSQKcDPz88eHB0+HCGjAz/kSNHW1pEjx0DJydQUgJ+fqivhyNHwNoaZs8OKi2VpFAoyM8Sh8Pt3LkzJyfH3d29qalp3bp1hobDN21ad+PGaBsbdwsL/ObNqxUUFCgU8bIypaws2LULTE0hMxMoFGAwYPz4SiYzBoOpPn5c1clpjIKCII12Mz9ffNWqVSNHmiorK2MwQKFQxo0b5+npCQCfP3/LamFiMjEnByQlo9zd3Wk0Wm0tvqSEVVbW0NBQdOhQhrX1Cj4+CXPzbpJuI0hLS+/bt+/QoUNItQgrVqyorKycOHHivXv3rl27tm7dOh52z3+Gjx8/ysjIIGtRvdDa2ioiIvJDqaGwWKy6ujqVSq2oqCgvL1dQUDAxMelfY38xvUygGRkZjo6OAQEB69ati4iI+JkTKG+Vhg0bNtjZ2aWlpdXV1WVkZHCmA8fhcOx04LGxsfAT04H/1nR0dPQta8O2bdsG264egUAYiTzyucDBwUFHR+fPP/8cPXq0iYnJb+0T8UtgsVg4HK6oCIKDoaQEaDRYtw6MjP4pwGAAsn2kowObN0NAgP/cuXPYFoKionDiBERHw/v3UF0NIiKwdSuoqcHRo7Hr16+vrKy8f//+8uXLkcKIARqNRrtz587du3ePHj06dKiBj0/Nu3fvvnxZ98cfSwFkRESYtragqgqamjBjBty6ddnOzn7uXEcNjVWSkpNLStL37duXkJAgJiYmJmZeUzNGQuJER4fY0KHA/hXTaPDkCYweDTgc4PGwejV8/jzGzW0MgwGiogwyGQeQCxANsDQ3Fz59goyM3u6PrKysjY3NxIkTT548aWRkBACCgoK1tbX3798XEhKai/iZoPSD4uLirVu32traXr169fr16z0tmrJYrE+fPj19+nT79u0/VD+dTm9ubnZzc6uurr537x7nuuZvSi8TqICAAHsCjYiIgJ84gfJWaZg4cWJVVVVCQkJDQ8PXr18504F3ncC6TQfOqfjzgsjIyN9LRHl5+bJly0aMGME7Ed3yE0SEh4czmcxuXR5YLBaSWaq9vT00NDS0k+cc10RFRVVVVQ1gms2uJCYmpqSk9BJ4uP9kZGSIiYm9Y3sFcEdoaElZWX1Ghqe2NggKAo0Gjx5BQAAICwMWC2QyhIQAgQBMJowfD/Hxn6hUakxMTHR0TEcHdHq843BAJoOvLwBAamrqxYsXWSxWQUFJRUVFV7kMBsPc3Hz69OmBgX9ZWS1obCTcvn3b0tLy69enWVnSurqZY8ZASAi8evXqyZMnJBKLQAhLScnF46GoKENYWGjcuHEYDIwapQFwBQBiY+HWLZCQgLY2YDJh1Cg4deofWSEhUFICIiIwbRqUl0NlZV1paTGFUgYAJBK4uUHvRo2fP39WVFR8/vx5cHAwAFCp1ISEBBqNpq2tff369W5PaWtrS0lJ4WnYQTqd/unTJ15nmeH1AA8NDS0tLV26dOm9e/ewWOyJEyfS09MbGhrodPqQIUPU1NSQZfbCwsKMjAxVVdXhw4c/evToR6WUl5cjVxEcHNz/8N7d8hOehGx6mUDZvutsup1AeQKL9+Tk5EyePJnFYuXn52tra5uYmEyaNIlGo7EL3Lx5c8+ePcjnOXPmTJ8+HflsYmLC67YdPHjwtxNx4MABXovoyk8Q4eHh0dHRwXkkOzu7o6Nj8uTJ69evT0hI6L+ICxcuVFdX97+eXrh//35OTg5PRTx//jw+Pv5HzzIwcKTT6SwW69o11smTrGvXWL6+rIsXWYcPs44cYXl6spBWNzezXF1ZCxYsCA4ODgxkiYiwiESWjQ0rJeWfqpqb//n87NmzixcvLlu2+uDBzz2JLioqOnr06KpV6RoarmTyt4OxsbFTp04l//13Zmamo6Mji8WKi2M9e8ZKTGRNmPBHdnZ2p6rS0lhHj7KeP/+/g3Q6q6SERaOxamtZ69axDh369m/btpwZM+4fPMh6+pTFYrHu3GExmT3eHzqd7uTk1Omgv7//sWPH2I3sSnV19YULF3qsdCDo6Ojw8PDgqQgWzwZ4amrq3r17nZycvnz5cvDgQSaTuXLlyn379u3ZswcZJjQa7d69ezdu3EDKOzs7p6Wl9U1WR0fH+PHjWSwWk8nctWvXQF1CJ37Ck7DTxNftBIqMZYSeJlAe8TO8J4YMGRIUFAQA6urqgyEd+O+OnJxceHh4L05o/xpcXFyOHDkyYcKEUaNGGXGupKP8OAQCLiOD4e+PExSEPXt6LFZXB0QiCAhIpqWl3bw56dw5WLECtmyBixfhyhUoLITp0yEnB/T1ISAAlJVBX99h69Y3lZXr9fVxa9ZAtzE1iERiVVUVBuP1/Pl2tr8wFoudM2eOq6vrqVOnMBiMnJwcg8HIz8/X19f46y/AYGD27Flfv37tFPXo/n3Yvx+ePoUzZ4AddvnMGSAQoLAQrK3h6lWIjITnz79Fi2KxQEICqqth927YsAF62dk7c+YM54MIYc6cOf7+/jExMRbdBtJC+R7Hjh27f/8+skzy+vVrFovl4OAwduxYJHUcAPDx8WVlZW3YsAH588iRI+fOnSssLEQ273+IW7du6evrA8DRo0cXLVo0cBfxixlsE+jPTqw8GNKB/+5s3Ljxy5cvb9++/dUN4S2FhYU5OTnHjh0rK/sfe2cdEEX3Pfy7wS7dqUgqCoIiCIoiKHb3oz5iYCsWLaCEkgYGYDe2oqIYCEoIipKKhHQtsXQt2/v+Mc+7P74I6wI7S83nD92duXPPGXZmzpl7zz2HAPuA2zBgwgRLJydXS0tOHgMAAI8HKFR+eztKX3/S9etg82aARoPmZtDSAgAA27YBExNQXQ1GjQLOzgAAsH07at68RdXVGPYWAMCdO3cWLfIwNz82fbrn0qXu69atz87O9vHx6TStJiMjM2fOnJiYGACApKTkzJkzbW1tBQTAqFGgpATk5aWK/2/gYn09qK0FNBqwtATQUg5nZ/DoEZg7F+TmAhQK0GggNxe8fAn8/cHx48DaGqxdC5YsAXV1AIMBb99yOnENDY0W6CT/l6ampkGXuH3gsGPHDkdHx/DwcOgr5H6xPQYAAJVKzcnJSU5O/vHjBwBAQEDAzs4uKSmppKSkR4IeP35MJpNlZWW/fPkyduzYofqOMRAMKL+dBgSe4OjoGBkZ2SntwRBDTU3Nzc0tMTHR2tq61wtNEdigUEaamkJnz4K0tP/WZUVE/N/ehgZw7hxwd2dt2HAyIeHW5s0LUCgwdSp49gyIiYHQUODmBhobQVwcsLUFEhJg5cqK3NzCqqr2uDiwZQvx0aMramp3Skro0DXJYrFkZekmJvN27z566NCe9vY579+/72gq2MyaNevTp08AgISEhCtXrkAJaiZPBg8fAk9P14SEhMzMTKhlWRnYvBmoq4OmJhAbC6ZPBwAAJhPQ6eDNG3D+PHB2BpmZIDQU+PkBf3/g7g5CQkBsLLh9G7S2AlXVvwQ0LF26FKqNDlkvNqqqqv21VnkIMGvWrNOnT3/+/Pnx48dRUVFFRUVXrlxxc3N7/vw51ACHw12+fBmNRr97945dBNzZ2fncuXN/7by8vDwvL6+2ttbe3l5GRgYKnKRQKJxTvCD0kUGfZ3fYsnHjxlu3bm3fvr2/FYERHR2duXPnamtr97ciQ4GDB8G//zaMGXPMwYFOJuNVVGSuXTuQmQmuXIkpLMwVEZEwNm5qbs4+eXKrsfHEmJiYsjKQldUuLR3v6lp2/jxh926qigpWTAx9/z6VTCaTSKPKywUdHAhiYqiYGPGNG//JyHiRlrbIz2+Oi4vj1q1bLS3p3t6RFy96CAjQZGQ0ulvtIigoqKCg8PjxYxaLdfLkSWg1jbExUFcHgoLAwcHh4MGDBgYGYmJiq1at2rJFoLAw1surrKVF1cZmBgDAywucPVufmRn85o3Bixei3t7mCgogKgqMGAE2bwaJiSAx8b9ZjHv3wMOHYNu2bmcosFisr68vk8kMDg5+/vw5i8XC4/E0Go1MJg+0ZUeDDn9///T09BkzZqxYseLWrVtVVVXFxcXsvXJycsuXL29pabl79+7UqVMBAHg8Xk9PLz8/n/NagICAAEVFxZaWlmPHjklISEAb09PTu8wXicArEKdhsGJgYBAWFlZeXq7cu4qHgwEdHZ2/5npC4JLx48G3b4EZGeDnT0AgACbzkpXVAyr114oVxocP/1e6WkJi9ZkzMg0NIC2t5fXrZy0tny9cMBs/fu6MGYpMpoChIUhJATt3AhUVcOMGiIkB5eVAUhJgseDxY5CSckBWtqSq6r9cOlgs1t19obv7wpaWFs6ZmPfv35+QkBAdHc2eBcBiwf37/3309fWtq6urra2FMjpLS0s7O6/IyMh48sTu/XtxAACJRLpwwSk7OzshIUBW1pxIBPfvg1u3AABAVhZAFRDfvwfbtwNTU04xDRBoNPrAgQPQZxKJhAxx8Qp9ff0HDx44OTnZ2Nh0LHnKprS01Nvbm/1VWVm5pqaGg9Pw+vXrBQsWzJs3r9P26upq5KEBK4jTMIhxcXFxcHBwcXHpb0XgBXl28wpBQWBkBIyMwNGjwNJylouLi5ycjLKyaFlZmbS0tI6OTnV1y/fvx5OTmfX1VYqKK3/9WrF3Lxg7Frx/Dzw9gZISqK0F796B4mLw7h2wsgIEAsjMBPb2AIMBcXGAwRiDwXwvK5vWMRxSTEzsr4pNnz59+vTpxcXFLi4uFhYW7e3tY8aMUVdXx+PxEhISEhISGhoaxsbG7PYaGhqLFi369esXkUiMi4ujUqnTp08XE3vY0ACOHfu/AEmI6GiwYgXQ1QUvXvTsz4VcdTzk/v37KSkpT58+lZaW7rLBsmXL3r17ByUeAADU1tZ2tP3t7e2PHj0qLS0FALBYLCaT2dbWdubMmU6dMBgMCoUCzxkg/AfiNAxi8Hi8v7+/m5sbrIkH+gsGg/HhwwdhYWHk2c1bWCzAZAIXlytqao8kJLA3b77HYDBkcnZl5VMsFhsQsHfSJDlLy5idO0FQEAgJARgMOHEC6OkBGg34+YHoaIDFgpoaQKUCHA7IyoKNG0FtLcjIALNni+LxYnR6LxVDo9EoFMrPzw+DwRQUFGzfvt2ZHVr5B4cOHRo9evTPnz8NDAygOWwZGZnm5v9SXLOhUsGWLUBDA3z82G06SAS4KSgoSEtLmzFjRnceAwAgPz9/7NixAIAPHz7Ex8ezMxcBABoaGo4dO7Z///6tW7d2mdqOSqU2NDS8ffs2KirqMZQ/BAE2EKdhcCMkJDRp0qSrV696eXnt2LFjyEQA3blz5/fv36ampg4ODv2ty9CBTAbXroG8PCAt/URQcElAAA4AAMCi/7//H+i/5mZQWwsAAGpq4Nix/ztcQABERoK7dwGZDLy9AZTC29ER3L0L4uOBrGyMrm5pQ8O/XY09c4WKikrHAWrObNmy5d27d3v37p0yZQoAgEgkMploQUFgZQXOn/+/wYbiYlBWBl6+BJKSvdQKoe+oq6sbGBgEBQUdO3asu+gWFRWVmzdvPnnyZObMmZ6enpBzwGKxzp8/39jY6OnpmZaWdvPmzdTU1LFjx2pqatra2lZUVPj4+EhJSYmKigoKCi5YsKCkpERFRYW/JzfsQJyGQc+///6bm5u7b9++u3fvZmZmHjt2bFDfNmFhYd+/fzcxMfHx8elvXYYa164BBYWS9++vl5WpUyj/VFYCJaXObRgM4O4O9u7tugcZGdApty+0xcYGuLiIpqaWKioWAqAJi/b/y5QpUyB3AeLMmbN6eq5CQuDhQ9BxRruxEQAAkCWT/Qsajf7333+joqLevn27dOnSLtsYGBgYGBh03NLS0nL69OnKysrW1lY/P7/MzMzx48dfunTpxIkTmZmZz58///bt26lTp5Da5XwGcRqGCNLS0ocPH25tbfXy8tq0aRNUfH3QERUVlZ+fz/3rJgKXPHkCMjNZOTk+6uric+c6HjwoVl4OOi2BJBBAbS24cQPs2weqqgAAID8fhIeDjAyAxQITE2BuDjiMInh5TXZwmPD5s/2yZXpjxizCYIRFRSVRKNT69aC76uU0GkhOBmg0TVdXAIfr/dndvFn0/bvixYui4eHAygqMHft/u9LTgbg4+Ft1JAR+oKKi8vHjx8WLF3OTEjs9Pf38+fNOTk6jR4/28vIiEomnTp26cOHCxYsXLS0tTU1N4+Li+JbOGaEjsDsN9fX1VVVVOjo60FcqlVpQUKClpQUNUhEIBDk5udLS0oyMDGiJdm1t7Y8fP2AtBz6EERUV9fb2dnNzG3R2t6Gh4d27d5qamnZ2dv2tyxAkMxNQKOeZzMXq6vpqasDXF7i6/t/er1/B06dAQwPIyoKAgP8WL4SEgJISgMWCSZOAuztgJ+hLSgLh4UBWFsjIAB0dMHEiQKFAcTHAYsGXLzht7QtiYiU5Oa8YjHYyuZFGo33/PmHy5OVOTsLsXJBsHj/+1dISIyUlXVlJI5PbZ83a4uY2/s9mf+XWrTuRkUdKSkBaWmf/oL4e6OoCPL7HfSLAwfbt24OCgg4ePPjXlhMnThQTE6upqRk3bpyCgsKiRYsePXrk7u4+YsQIqMGCBQtgVnZA8FcDKi8vX1JSwk8DCq/TEB0dvXbt2unTpxcWFqamplZXVxsZGampqZFIpISEhMjIyISEhNLS0gULFmzfvv3Dhw9z584tKio6f/484jT0GgwGIyEhUVNTIycnBwD4+fPnhI6BYQOSuro6d3f3WbNmLV++vL91GZrIyzPT04m6uvq7d4NHj0BMDDAwAAsXgqtXQV4eGDECLFgAUlPB798gOho0NIBnz8DYseDsWbBhw/8MSDCZ4OFDcOoUwGAAiwU+fAD37wNLS6CmBqKjgawsuHsXyMqqbt68d+NGoKMDcDjg5PTzyxd3e/tTnp6gYxmvnz9/5uQU3blzLTgYTJ8OhIWZaWknZ868i8cLjh07W1bWTFoaMBhg9WrAXnZHoYBz50BrK1BUBJs2AXFx8P07CAujKStTkpMFv3wBdnagU7q8mhqA1M0dOOjp6aWnp79+/bq7SQo2KBTq/Pnztra2M2bMKCoq2rt3b8flM8MEDgb069evERERCQkJNBpt4sSJ/DSg8DoN79+/f/bs2cyZM83NzZOSkp4/f25nZ2dvb29paRkfH19UVGRqavrs2TMWizVr1qz9+/d3ysWG0Du2bdt26dKlY8eOFRYWnj9/XkFBAYPBODo6crP4rV8ICAjw8fEJDg7ub0WGLJWV78aPn1dQAEpLwfr1wNwc5OeDa9cAGg1evgT5+f81k5EBoqIAgwGzZwMHB/DHGngQFQVmzwZQKBsKBebPB3Z2wNISAABmzQKzZoHPn0FQEAgK+m/EYvx4sHPnhPZ2w58/3TZtMt6502L2bGFoFUNOToWy8oTQUHDtGkChQGsrOi3tSGIiaG0FP37cKSz8ikI1Kiqio6KEtbTmrFtnlJhY/uTJFTMzgcZGRk6OUFzcGAUF85kz5URFg2xsVj54AM6cAZ1i7AgEQCSCmTNh/dMi9IxNmzYdO3bsr04D+P+1bc+fP8+uzz7c4GBAk5OTIQMK1cXmpwGF12nw9/evrKz8999/i4uLDQ0Nvb29oTIk+vr6qampdnZ2oaGhTk5OSUlJU6ZMaWtr8/b2XrZsGawqDQdkZWWlpKR+//49evToUaNGeXh4fPr0KTExce7cuf2tWteg0WhxZD0cnGRm1hkaak2fDqKjQXY2kJAAOTmgsBCUl4OSEnDpEtDRAbq6gL0gLiam637MzICz8/9NVbBYne30jBlgxgxAJILoaJCVBSIjwf79QFNz/b59tIyMZG/vc97eraNHTxk7dkliItHMTJBE+i/hkqjof8e+eQNycra0tgJBQVBTA1AoUmHhx0OH3OXlFebMOYLBiE2aBGprY5OT0QUFTzIzq9XUFpHJxsrK/6PJgwfgwwfw7RvAYsHKlbz9WyL0iStXrnCZjw6NRtvb29NotIE/VgoTHAxoVlaWtbV1aGjorl274uPj+WlAYY9pkJaW3rlzZ35+/vPnz3E4nKCgIAAAh8NhMBj2StykpCQAgLe396RJkzqlAHv69Cms6mVlZQ1JETIyMnZ2dlu2bElNTX3y5AmTyXz48GEjFErOIxF/paKiIjw8XEJCAoVCoVAoJpPJZDIVFRVnzpyZmprKZDKNjIyglpmZmU+fPs3IyAgNDRUQEOi1kn8lLS1NUFAQVgfl+/fvDQ0NsK59TU5OlpGRKSgo4KYxjQbi40FdXe3Ll8GKitMVFEBiIsjOBigUUFMDSkpg8WIgIwOqq0F19f8dBVV8qKmp+bNDLBZs2waEhYG0NEhNBaamoMvrAo0GurpAVxdYWIBbt4CdHRAXBwsWjFFXB1++/EhPvyUuPurly2obm/8uq9JScOoUaG0FJBKQkgIyMoBEAm1toLERyMmBI0cmyMoCIaH/irQpK4ORI1kolAKNpiAgUA7AUwD+Tw0KBWzbBrBYoKBQNXt23vfv+O/f//JX+v3798+fP5lMpoCAwJw5c7i/Qpqbm9PS0mC9wWk0WkZGxpB5TMXHx6urq/dI1u/fv3skolfacQsfRHSkOwOKx+PZBhQabOjSgMIBvE7D8uXL3dzcZs2aNWPGjObmZiMjo5SUFBMTk+/fv/+Zzl1MTCwgIGD79u0dSxoaGhrCqmF8fPxQFUEmk5OTk7du3RoVFWVjY9PS0tLQ0DBnzhweigAAMBiMu3fvNjQ0AABYLBYGgyGTyfPnz580aZKkpGReXp6trW3H9gkJCVFRURYWFq2trZmZmZs3bwYA5OXlycnJjRw50sDAANeXMPq/kZWVNXHiRA4ZZvpOWVmZrq6uKpTEAB4aGhqUlJS4XCDz4wfQ1GRUVUVKSW34/Vv1zRugpgZ27gQrV4L/LTr9P9DpdNDN3WdoCHJygIgIIBDAhg1/jzE0NARbt4KUFHD9OnjyBBw4AG7fNgTAMjMzs7Ky0tz8PxEfPwISCSxdClRUwNat/9dtZibYuRP4+YGYGNAxRnLfvn0nTpyQkZEBACQlJU2ePLlj2p/x44G4OPDwKElLo7HP4ssXYGLSdSbpx48fHzhwQEZGpqWl5cGDBzad1pV2T319fXl5Oaw3OJVKTUtLGzKPKUNDQzc3ty1btnSZpoknInjeLZ9FsOFgQK2trTs17tKAwgG8TsO+ffs2bdokLy+PQqE8PDxqa2sXLFhw+/ZtaWlpc3PzP9svW7bM3NycSqWyt2hoaMCqoZSU1FAVoaGhUVxcfPr06X///ffatWt+fn729vZbt27tnVXuUgSBQPDz8zt48OCY/11Ud//+/evXr8vLy8+dO7fTURoaGps2bYI+P3r0qLCwcM6cOfv37/f395eWloYyB/dCPS6RlZVVVVWFQkRhQl5eftSoUbD+4oqKiiNHjuRSBJ2eGxMT7O1tN2bMWCYTvHgB1qzpPKfwJ1C+3u5E9OLkRo8G69aBsDAwa9Z/mRkbGxtZLBZbxOXL4MiRLhIqaGiA1FTw4wf4//Hj/7F+/fonT56cOnWqqanJw8MjOzu74943b4CiIigsZBIIBLYIZWXQ3bU/fvz4KVOmQK9xaWlpFAqFyzJpYmJisrKysP7cFApFWlp6KD2m1NTUNDVhSeYxNJ7nbDgY0C7DQv80oHAAr9Mwf/78X79+1dXVQY9pMTGxzMzM6urqThXBt23bxv787NkzWFUaVqipqfn4+Jw5c2bJkiUXL148fPiwg4ODn59f39OhNDY2njx5UlZW1sfH58/4Si6rzK1du9bd3R0aDVZUVCQQCH3UCoENi8XKzc1NT0/PysoKCAhgp+Fbt64/teK8OKa7FEwjRoD/v87u/1i3bp2xsfHGjRuzs7NVVFQoFEpHd/PP9gB06zEAANavX//gwQPoQbRr1y4bG5uAgABYZ8qGJwwG48WLF0gAE5cMTAP69yQbfRWARnd8scNisZ1OGAE+kpOT9+zZs3r1ajMzs+rqahQK5ezs7Ovr++DBg750y2QyXV1dHR0dbW1t+7Iio7KyUun/pyScMmVKeXl5X7RCYEOn0+3t7RMTE9XV1T09PbtL3DuoERIS8vX13bdvX3Jy8v79+1075p3oOdra2llZWVlZWQAALBZ78ODBI0eOBAUFkclkHumLAAAAwcHB0tLSSC4W7hmABhR2pwGhH9HX11dVVU1JSWEwGMeOHfP19cXj8cePH09JSamFqgv0iszMTHNzc8k+Z/NXVlYuKCiAqtLl5eWVlZUBAJqbm7Ozs9++fYtUq+s1ly9f3rFjx5YtW4b20vYlS5ZMnTr1zJkzS5cuXb169dWrV/vSm4+Pz+3bt6FFa2PGjIG6tbe3z83NhRoQCITz5897enoWFhbyQPvhR21tLZPJtLCwGJJe7PABcRqGMlgs1tfXV19f38bG5v79+z4+Pm5ubgAAT0/Ps2fPvnnzptc98+q2379/f2BgIABATk4OGg3euXPn6tWr7927Z2ZmxhMRwwomk3n9+nU0Gs3llPxgZ+7cuZGRkQAAExOT9vZ2aKigd+BwOD8/v2fPnrGXpaiqqp47dy4yMtLV1dXJyenhw4dLlixZsWLFzZs3eaP9cILFYkFjQv2tCEJfQZyGoc+kSZMuXLigra194cIFExOTjIwMUVFRR0fHjIyM3nWoqan569cvnuimoaGBxWJjY2PnzZvHYrEAAPfv38/Kyrp8+bIWh+B+hG64ffv2uHHj9u3b19+K8ImFCxe+fv2aRqMBAPbt23fx4kXoc++AnC0ikbh161bIF8FisdbW1t7e3v7+/vv27Tt69Ojr169xOFxcXFxxcTF0xSJwQ0hIiK6uLhaLVDsa9CA/4XBh6tSpb9++Xb16taOj4/nz5yUkJHA4nKenp4ODg7CwcI+6Kiws5GEhzcOHDx85cqS+vh4qY4PFYn/8+MFisUJCQnglYvhQXFzcMSpqOGBtbX3p0qWDBw8KCAgcOnTo3LlzfSmnPmfOnBUrVly6dOnFixcdk6HV1dW5ublt3769sbFx3rx5SUlJnz59Ki4uJpFI2dnZWCx29OjRbW1tFRUVTU1NAAAGgwHNr7W2tm7ZsmXYpieCyMnJKS8vh3I6PXv2bPTo0fr6+v2tFEIvQZyGYQQKhUpNTZ03b15cXJyZmZmtrW1lZaW7u7ufn1+PphtevHjRl+fynxw/fjw9PZ09H3H79m0MBoM8VnpKRUUFrFkuBiZjx4598+ZNWlrapEmTxowZU90xR1XPkZeXd3V1LSgo0NXVZW8sLy/38/Pz9fUVFBR0dXVds2YNO7d/TU3NkydPli5dmp+fr6ysbGRkJCgoKCQkJPj/c0qwWCxXV1dRUVG+rdMbaNTV1QUHB587d+7EiRPXrl2TkZG5devW+fPn+1svhF6COA3DCA8Pj/v376ekpDCZzMrKynXr1ikpKW3fvt3W1vbYsWOysrJc9kOn0wV7UYuwe3A4nLGx8cePH6Gv8+fP9/T0JBKJ8vLyPJQytMnNzb1y5YqHh0d/K9IP2NjY2NjYqKurS0pK/vPPP3Z2djt37hzX23rYixcvbm5u3rVrV3p6OpPJFBISam5uPnPmDLSkc/78+V5eXhs3blTvUCZ8xIgRI7pc5QkACoU6evSoi4uLt7e3iIhI71QavISFhSUmJnp5eWEwGCKRqKCgYGBgQCQS+1svhN6DOA3DCBQKBZWiDwgIqKqqSklJMTQ0HDdunJeXl4uLy/Hjx6WkpLjsh1cqMRgMEonUad3mggULKisruVQGAQDAYrGCgoLOnj07POPSUSiUmJgY5MgaGxsbGhra29v3xX8SFxd/9OhRl7vmzJmjra394cOH69evT5o0qcskdZ0QFhbevXu3v7+/hobG1q1be63V4KKiouLs2bMzZ8709fWFtvz8+TMwMPD06dM7d+7sX90Q+gLsgZDNzc0/f/5kRwxRqdTs7GwGgwF9JRAIVCo1Pz//xYsX0Jba2lr2GycCHKipqf3zzz9xcXHsFE9iYmJeXl5ubm5cBpH1Pf6LRCJdvHjxyJEjFhYWhw8fdnV1PXHiRERERGxsLNTAysoKSa3DPZmZmVOmTBmeHgPEpEmT2EEwGAzGycnp8uXLMMkaOXKklZWVt7d3SUlJcnIyN4doa2sfP3589OjRTk5O7KcfrERGRl68eJHLAiU8BHqY+/j43Lx508PDYzG7uBkAGAyGwWA0NTXBmsd9iDEADSi8TsOPHz80NDRcXV0nTJhQWFhYXl6uqqq6bds2AwOD1tbWFy9enD171tLSMi4ubtWqVVC4MlQOHFatOtLa2trH5d2DEVNT09DQUJ0OiXklJCQOHTp05coVbg7v41OvubnZ3t6+tra2ra3tyJEjv379GjdunLm5+Zw5c6AYCwcHh+7e8xC65MWLF3AnnB/grFq1Sltb+8iRI1DVDEVFxba2NriF2tra3rp1i/sEUKampjgcrlPGa97CZDKLiorq6urev3+/fv368+fP92U5CfeQSKSjR49aWVmFhYVpamru3bv36NGjnaZjdHV1ly9fvmrVKj7oMzTgYEBJJBJkQB0cHPhsQOGdnnj8+LG/v//27dudnZ2fPn1aU1PDLgceHx8PlQN/9uwZi8XiZznwjmAwGGhU8+LFi2ZmZh2jn4Ybo0ePLi8vb21tFRUV/WvjpqYmCQmJvzZrbm7+8eMHhUKhUCijR48eO3YsACA6OhqDwcyaNWvatGkYDGbOnDklJSXFxcVRUVEzZsyQlZW1sbH59u2bs7Pzn88dhD95/fr1xIkTh22cHRtTU1MMBvPq1SvILMFRD6kTDQ0NysrKPYrvkZGRKS0tZT9nWCwWT/QsKioKDw8nEont7e1SUlI0Gs3c3FxaWnrdunUfPnzo+LrfF1gs1uPHjzMyMtTV1WfPnq2mpvbjxw+oQKigoOCOHTvUussEDgAAQE5OztraWqdTERGE7uFgQJOTkyEDCpW45KcBhXekwd3dfevWrVCJZHNz8+zsbKg+mL6+fmpqqrW1NYlEcnJyQqFQU6ZMmT9/vre3N6z6/ImQkBBUaFFBQSE9PX3FihUXL17kwzvKwGTy5MncXHY7d+58/Pgx5zZxcXFOTk5Xrlyh0+kCAgJycnLsEZ3ly5cHBgbOmDEDGk4XEBAYPXr0nDlz5s+f7+TktHDhwoCAgPnz5x8+fNjf39/R0bGkpKTvpzaEKS8v73XQ3xDDyMgoISEB+qyoqMhO5ggHra2trq6uPU2JcfjwYQKBcO3atdzc3PPnzx84cODhw4d9V+bZs2fLli07ceLE6dOnXV1dPTw8li1bBgCYOHFiSkpK3/sHAOTn5x86dEhVVdXb23vOnDl+fn4RERFxcXF6enonTpw4duwYZ48BAvEYegQHA5qVlQUZ0F27dgEA+GlA4R1pwOPxt27dOnnypJeX19SpUzuWA8dgMOxy4ElJSYCP5cC7ZPXq1QCAFStWHD58WFVVddGiRXx4UxloPHv2jJtHmKqqakZGBolE4pDgISIiwt/fn/01LCxs8uTJf+1ZQEBAS0tr/vz5bm5uAgICx48fr6iouHHjRn19/bp166ZOncrliQwrNm/e7Ojo6Ofn15c6IEODhoYGdlHyXbt2bd26ddKkSXAI+vDhw8OHD728vHqxxnXnzp1paWmJiYlr165VUlLq+4IXKpVaUlKiqKj45y5RUVFJSUko5LkvIlJSUl6+fHn69GnofNXU1AQEBJ49e3blypXhHEkDNxwMKB6PZxtQaLCBbwYUBWtSs3v37t27d+/p06fQ48zHx0dcXHz//v2WlpZWVlbstc43b97My8vz9fV99eoVVA781atXAIDJkyevXbsWPvUAAFFRUXPmzOm4pb29/fnz56KiogsWLOBJmeY/RfAcXon48OHD9OnTu5wR6CSipaXly5cv8+fP77IfFosVGRk5b9489tf3798vXLiQs/To6OgZM2ZAOeMSEhKKi4uhJZcoFIrFYqmoqAgKCv769UtQUBCNRqPRaEFBQS0trR4tsvj69euECRNgnfJIS0tTUVGRkZGBT0RWVpaEhETHujVFRUU0Go2HOTSh8gqwTnkQCISmpiaev3pGRkaykzJVVFRER0cbGxt3Kt3edyIiIqCLv62t7efPn30JKPnrzUun0z9//jxr1qw/d9FotNTU1Pr6+mnTpnU3XQjdjKKioiYmJhxehDio0dzcnJCQsGDBAuhwKpX6+fNnEomEQqEkJSVNTU05nR53InjF0BDx9OlTKMCWgwG1trZmX3XdGVC4YMHJqlWrlJWVdXV1dXV1z58/X1hYqKWlZWhoOHfuXBqNxm5248aNI0eOQJ9Xr169dOlS6LOhoSGs6rFYLHd3905b2tra9u3bt3///tTUVJhE8BxeiWhubt67d2+XJ/6niMuXL0NhvZ1gMplBQUGRkZEdt9jY2PxVuo+PD5lM5tCgoKBg7dq1FAqlrq6OxWIVFhY6OTl5eno2Njb+tXOIoKAgIpHIZePeERISkpeXB6uIsLCwlJSUjlu+fPny9u1bHoqIjo6Ojo7mYYd/kpKSEhYWxvNuXVxc2J/z8vJCQkKcnJxaWlp4KKKtrc3Z2Rn6TCQSg4KC+tLbX29eMpns4+Pz5/aKiop9+/bl5uZyI8XFxaW5ubl3apw6dQq64yCcnZ1rampYLFZISMi7d++4kf5XEbxiaIhgGz4OBpROp7Pbd2dAYQLe6YnQ0NBOWwZCOXDOCAsLz58/f+7cuewVicMHMTGxwMDAu3fvvnv3zsXFhXPjnTt3+vr6PnnyxMzMbNasWUlJSTk5OUVFRXQ6fenSpWwvuL29/c6dOz0qt1hYWPjt2zcVFZXJkydDgz0VFRVBQUHQltOnT7u4uFAoFAkJia1bt379+tXJycnBwUFKSio0NFRERMTU1JSHWa4HBePHj7927dpfx3KGA+PGjev0LmhpafnkyRNeZdcOCQkpLCxkj6L1HSaT2YujamtrfXx8zpw5w2UY5qFDh/z9/b28vHoha9y4cbGxsStXroS+0ul0LBabkpKSl5dnaWnZo64SEhKam5sNDAyEhITExcV7ocywYmAaUH4ndxoI5cD/ChRDNDzBYDBWVlYpKSmurq4CAgK6urpr1qzpsiUajXZ1dQUA3Llz58SJE1OnTjU3N7eysurUjE6nv3z5skeX8pMnT9rb2+vq6qytrd+8eTNy5Egmk0kmkxMTE+vq6saNG3fx4sWsrCxJSUkVFRVJSUllZWVVVdXXr19//PhRSEjo27dvwy1Jrbi4eEtLS39rMSDYtGnT3bt3z507d/jwYWiLrq7uo0ePampq5OTk+tJzeXn5169fs7OzfXx8eKDo/0dYWLitra1HU2YFBQXnz5+H0lpzeYi8vLympmZWVlYv5oOWLFni7u4+efLkUaNGAQD2799/6dKlESNGuLu796gfOp3+6tWrNWvWHDlyZM6cORs3buypJggDwYAiGSERusDQ0NDQ0JBGo33+/NnOzo5ziPiWLVs47G1ubl66dCk3yzjZHDlyJCkp6devXzdu3IDCGpSVlQMCAtgNoLQEnWLcVqxYMX/+/J4W3xoaNDY2SkpK9rcWA4XNmzdfvXo1JyeHXVPRycnJ2dnZw8OD+1zpnWCxWB4eHnv37uXV8kU2kydPTk5O5iazJERISEhJSUlAQEBPK0bOnTv37du3vQsicXZ2dnR0PHfuHBqNVlFRcXZ27kUnZWVlVlZWRkZGrq6uUFIBhMEIUhoboVsEBAQsLCy8vb0jIiKioqIeP35cWlra004aGhp6ERVoZGRkZWVlaGjYZV7IlStX/hkVj0KhhqfHAAB4/vw5O6wYAQCwZcuWe/fusb+KiYnZ2tpeu3atp/2kpaUFBgY6Ojq6uLjs37/f0NCQ59eYkZERtHyMG+7fvy8vL3/06NFe1JhuaGhgzwgQiUQHBwcoERY3CAoKQpmweyq0I21tbdASj9GjR/fiSYIwQEBGGhD+gqCg4L59+6qrq3V0dN68eVNcXDx79mxTU1NhYeH29vYnT56UlpbOmjVr+vTpf8Zm02i0ixcvsheV1dfXt7W10Wg0NTU1qBA2Ak8oLS0dPkUNuAGPxwsICHQ0ihoaGu3t7T3qxMHBwdjYePXq1d0Vo+IJEhISUDVtDjAYjF+/fr18+ZLJZP7zzz+9ExQREbF+/XoAwLNnz1JTU1euXBkSEvLnfGJ3jB8/vrGx0cbGxs3NrRd1YZqamr5+/SolJQUF7k2ZMqWnPSAMEBCnAYErUCiUnp6enp4enU7/8uXLmTNnKBQKGo3+999/169fHxkZefjw4T9LZba0tKBQKF9fXxERERwOJyAgIC0tjUajCwoKxo8fv3HjRsR16Dt0Or25uRn5S3Zi/fr1Z86cmTZtGnsLg8FgcZeBkcViffr0SU5ODu4l3xBycnLZ2dna2trdNfj48aOmpuahQ4f6kopj9erVN2/ebG9vnzdvHhSW8eHDhx71MH369PHjx3t4eJw9e7anaWyYTObYsWMVFBQ+f/4sKiq6YsWKHh2OMHBAnAaEnoHFYs3MzMzMzDpuXLJkycyZM52dnV1cXJSUlNjbpaWlg4ODu+wnMTHR1dWVXQEPoXe0t7d7eXkhZQP/ZOzYsZaWllDGm4kTJwIAGhoaaDQah3RMdDo9Pj4+Li6OTCabmZk5ODjwR9V9+/bZ2dkFBAR0lygJhUJt2LChj1LU1dXd3Nz62ImkpOTixYs/fvzY01wFEhIS7e3tVCq1oKCA+9QOCAMQ5O0EgTeIioqePHny5MmTXOY/nzp16jDMuclzamtrCQQCz5MXDQ1GjBgB1cODCmCuX78+Ojq6u8YEAuHw4cN0Ov3IkSM+Pj7sXEZ8AIvFWlpa/rm+jg1MmuBwOBKJ1NOjzMzMEhMTe3oUGo0eO3aspqamjo7OpUuXbt26lZGR0dNOEAYCiNOAwDOEhITOnDnz7du3I0eOHDt2LCYmhkOFvfz8fGgFF0JfGDVqlI2NDbsqNEInUCjUgQMHsFjsw4cPTUxMPn/+3KlBW1vb+fPnnZ2d7927d/r06Tlz5vQiM3TfmTx5Mv+NqJmZGQcvqjvweDyFQumFODU1tUWLFmVnZzc3N48fP/7r168HDx7saaAJQr+DTE8g8BI0Gg0VUAEAhIWFHT9+nE6nE4lEcXHxs2fPdmyZkZExzKs584qxY8e+fv26v7UY0GzYsOHGjRvv3r1jbykuLg4KChITE8NisWvWrIHqr/YjKBSKw3ACTCMN06ZNO3To0Lx58wQEBF6/fp2Wlnbnzh1u1u72LoCGSCRmZGS0t7cHBATY29tjMBg1NbXS0tJ+/+Mj9Ah+OA2lpaUKCgpQaj9oTktLSwuavSMQCHJycqWlpRkZGVDGsdra2h8/fiDrx4YAy5cvX758OQCATCavW7euurpaQUGBvVdcXLy+vr53PcfFxRkaGiJVsyF6/eY3rNi+ffvjx4/Dw8MxGAyZTBYREfHw8OhR+hC4kZaWJhAIXabuoVKpcEhEo9HsW1JMTGzmzJl+fn7y8vK7du3i/JfpnRMjLy8/f/784uJiKSmp27dvEwgEX1/fgIAAZWVlS0tLdXX13pzDMICzAZWXly8pKeGnAYV3eoLJZKalpZmYmEDVjcvLy1VVVbdt22ZgYNDa2vrixYuzZ89Ck46rVq2C0n0UFRUNt3R+Qx5BQcEHDx54eXkVFxdfuHABGpCMj4/vUW5pCBKJdOzYsZKSEl9f36ysLBsbGxj0HWSgUChBQUFYy0APFqC8/T9//uxy75QpU0xMTDw9Pf39/d3c3Lq0iwwG48qVK0FBQTBr2gU7duzoMmo4LS0Nvok8BoNBp9MrKiqEhYVtbGz8/PzWrl1rZ2cHk5vi4uLyzz//ZGRkUCiUkSNHBgUFLViwYOzYsb1IoTEc4GBASSQSZEDt7e35bEDhdRoKCwt9fX3JZDLkmZ47d87Ozu7r1696enrx8fFFRUWmpqY4HI7FYs2aNWv//v1kMhlWfRD6CxEREV9fXz8/v9evX2/fvh0A0NzczP17HpFIvHXr1pUrV44dO7Z169aIiAhTU9OrV68qKip6eHhcuXIFTt0HATY2Nrdu3QoODmbBWbR24INCoa5cuTJu3Lgu95aUlAgICPwZ+ldcXHznzh0PDw9nZ+fjx48bGxvX1NTAr2xnREVFDQwM/kyV2NzcDN+g2qpVqx49evT48ePx48dDW0aNGnXo0CEOUTJPnjzpuEKKS2JjYwEAAgICCxcuvH79+okTJ2xsbFpbW3/8+PHw4cOysjLuM00NHzgY0OTkZMiAQunv+GlA4Z2eGD169JMnT9hLpbOzs6EkrPr6+qmpqXZ2dqGhoU5OTklJSVOmTGlra/P29h7OdR+GNqKioq6urgEBAdDiMUlJyU4TFt0BpX8wMTGRk5PbvXs3AIBOp3/48OHw4cNqamoAgISEBE9PzyVLltTX19NotIULF6JQqMzMzISEhNbWVhqNJiEhUVpaOoSXGAgLC/v6+kL3VMd828OQyZMnd7fL3Nx81KhRfn5+R48eTUxM/PLlC4VCoVAoGhoa06ZN65gN/eXLl/zQ9Q/WrFnj5OTELu0NwWVuid7x7du3WbNmXbt2raNfoqOj8+TJk7dv306ZMqVjOtfi4uKLFy+am5v3NMFUenr6wYMH2bkZxMXFsVjs9+/fTU1NLSwsCATCvn37GAxGL9JcDm04GNCsrCxra+vQ0NBdu3bFx8fz04Dy9UfC4XBQhRUcDofBYPB4/L///gsAgLKoQiuqR48e3fGQqKgoWFUqLCxERPBNBJVKraqqSktLq6+v19XV3bdv386dO9lPivz8/E+fPnXKG11RUdHe3j5+/Pjm5ubm5uaCgoK2trbKykoFBYX8/Pz8/HyomYSExLt370RFRWk02o0bN0RFRdvb21euXCkvL3/mzBlFRUUqlVpdXS0iIhIXFychIdHHE+FAZmYmk8ksLi6GT8SPHz8IBEKXESFCQkInTpzoe4QptG4W1pe/vLy82tpaWDN/V1RUZGdnd7pulZSUrK2tNTU1dXV12QWfKioqKioqoM85OTksFovLq72pqen37988vPtIJNLDhw/ZtbXy8vLevHkjKioK0w2empra2NgoICDQ6QY3MTHJysp69OiRiorKzJkzAQCJiYlFRUWrVq3C4/E9UoZCoTg5OWlra7NFKCoq5ubmGhgYpKamGhkZRUVFodHoPxe29ILB8iTsHR0NKB6PZxvQ+Ph40I0BhQO+Og1GRkYpKSkmJibfv3//M32pmJhYQEDA9u3bOz7yepGvtEcICQkhIvgpYtKkSXfv3lVRUbGystq6devdu3cPHDgALXJDo9GhoaGioqLjx4+fNGkSCoVisVjh4eFGRkYdRZeVlS1cuDA7O7vjxhkzZrA/W1hYUKlU9sK5Y8eOxcbGZmdn6+vrl5eXS0hIwPq3EhYWFhcXh1WEqKhodyKgqc3o6OhVq1b1RQSUeRDWsxAXFyeTybCKaG1tFRYW7iTC2NiYczBNdnb2v//+y30BSd7efYsXL/706dO6deugr58+fXJxcdm8efPMmTONjIx4JYUNGo1ua2vT1dUlEomdzgLK4RYQELBy5cpPnz61trZyLlzXJSQSydfXV11d/ciRI1evXoVETJ8+PTIycv369TIyMlpaWrdu3Tp69Oi6dev09PT6eDqD6EnYCzoaUGtr6057uzSgcMAPp4E9trZhw4YFCxbcvn1bWlq6y6puy5YtMzc37xiDY2hoCKtuSkpKiAh+ijA0NHR0dGxsbHR0dAwMDBw/frybm9u0adPKy8vLysqmT5/e0tIiJSX14MEDBweH4ODgefPmQdMNHXvw8PBYu3Yt9/rMmzcPAODq6qqiojJx4sQ+lkjmTHZ2tq6uLqz+PoFAUFZWNjAw6HKvoaEhFFbWl98LKrQN60WFQqHExMRgFSEhIdHa2tpTEU+ePJk+fTqXjWtqan7//s3bs4iMjJw4cSIWi/Xx8VFRUREVFZ00aVJjY6OwsDCHVNO948WLF7t377527Vp5efmfZ8FisaSlpd+8eTNhwoRe5MekUqlmZmY6OjrBwcFCQkIdnyE+Pj43b9708fFhMpne3t4zZ85MT0/ve/2UQfQk5J4uDWiXju+fBhQO+OE0JCQkQB/U1dUzMzOrq6s7LSvatm0b+/OzZ8/4oBJC/yIpKTlv3ryTJ08KCgpu27ZtxIgRkpKS69atMzQ0nDhxoru7u6+v7+PHjy0tLbsMamNXwOoRFhYWfn5+tbW1jo6OQkJCfT2HAYylpeX58+f5/GgbGsTGxnYcteoX9u7d6+joOHnyZGNj4zlz5pw/f3706NH29vZOTk5nzpzhoSAmk/nt27ctW7YcO3bM1NT0z+AJFAr177//KikpQcFDPeXDhw/W1tabNm36c1drayudTj9w4ICoqKi1tfWYMWOuXr3a3YrTYc5AM6D8zgiJxWKRywIBALBmzZp9+/Zt3ry5paXF19cXCgWYPXv2yJEjxcXF5eTk9u/f310YfO+YPXv2ihUrli1bZm9v39DQwMOeBxpCQkJEIvGvtRMR/uT169eLFi3qXx1Gjx69f/9+FAoF1Xdoa2sTFBTEYrGGhoapqak8FIRGo2fPnn358uXCwkI5OTl2hFBHTExMeucxAACWLFnSpccQHR2dlJR06NAhKSkpb29vKEJ53LhxOTk5vRM0fBgIBhRJI43Qb8jIyCgoKCxfvjwoKOjZs2fS0tLQ9vXr1/v5+cEkVFlZ2dfXl7dvbAOQY8eOHT16FIqQQuCStLS0CRMmDIR6oRoaGuwKVSoqKo2NjQAAY2PjrKws3go6cuSIn5/f+fPnNTU1L126xMMsYS0tLdnZ2V3uev78eW5ubnh4+OLFi69fvw4AuHr1an5+fr+sdEXoKf1/eyAgiImJXbp0aerUqdBXY2PjESNGpKenwyROXFx89OjRDg4OcE/+9SNSUlIXLlwgEol9T9TDZDLLy8sLCwsLCwt7Ud9oEBESEgKFow8oDAwMCgsLAQDx8fFaWlo8719AQGDlypU5OTn79+/38/O7cOECT7r18PCIi4u7e/fun7scHBxOnTp1+PBhBoOhra3NYrEyMjLOnj1rYWHBE9EIsIKsi0UYiJiamn769ElfXx+m/rdu3VpaWurg4DBixAgMBtPU1MRisbS0tBYuXAhrmCQ/QaFQq1atMjQ0tLe337t3b09j6Kqrq0+dOtXU1CQgICAvLw+lrf3x44erq+uIESPgUbk/efPmzdy5cwdgqgBNTU06nX706NFJkyb1IokqN8ycOfPYsWNqamru7u6fP392dHT08fHpy58iICBgyZIls2bNcnBwiIyMnD17dsfxGxUVFejDrFmzXFxcCAQCAODdu3fy8vJ9PBEEPjDg7hAEBADAz58/dXR0YBWhoqJy/vx5MplcV1cHTRPm5ubeu3ePQCBYW1sPmUz4qqqqAQEB586d+/nzJ3shH0RbW1tubm5xcbGQkJCpqSk7Qefnz5+vXLmiqKh47Ngx9pwRRHt7+7Fjx06fPs2/E+ALbW1tnz59GrCTVqamps7Ozjzp6sSJE1QqFY1Go9Ho5cuXs/1ydgjkjBkzlJSUfH19jx071ov+GxoafH19ly1bZmpqCgA4efLkx48fd+/e3WVvaDTaz88vMzNTXV1dWVm5l6eEwF8QpwFhIGJoaPj27Vt2KjT4EBQUZAcWaWlpaWlp0Wi0EydOWFhYQDlthgBYLNbe3j4sLMzZ2dnKykpDQ+P9+/efP3+WkpIaN27cqFGjSCTS1atXm5qaoFLmkyZNgjJvdvIYAABCQkImJiZv375dtGhRQ0NDTU3N8+fPV65cOdgLFR4/ftzR0bG/teAHSkpKWlpaZmZmTCbT3d1dUFAQCjfW0dG5d+/e5s2bAQCjR48WERGpqqpSVFTsUeeZmZnXrl1zc3NjXzkoFKqiokJUVJTDAB47gzXCoABxGhAGIqWlpezsTHxGQEDg+PHjHh4etbW1a9as6Rcd4GD58uXz5s0LCQl58ODBnDlz/Pz8Oq6vMzMz69g4Jiamu35Wr1595coVV1dXQUFBdXX1f//918/PLyAggPtsSAONq1evLl68mJuM5kOAHTt2+Pj4CAkJGRkZeXh4HDlyxMrKSkdHR1FRMS8vj91MVVWVSCT2yGmoq6u7fv16QEBAx5mI169f//79++jRo0N7kfOwAnEaEAYiI0aM6K9crRDQ83QoOQ0AACEhoV27dvW9H2gcgo2jo+PBgwcDAgIGVKVpLnn79q2goGAnn2lo4+LiEhAQkJubu3HjRn9/fy8vLyjXpJKS0ufPn6E0FfX19ZKSktz32d7e7uHh4e3t3dFjqK2tTUpK8vb25vUZIPQn/F49QaVSs7OzGQwG9JVAIFCp1Pz8/BcvXkBbamtrP378yGetEAYUZWVlZ8+ePXLkSP+qYWhomJaW1r86DArU1NRsbGxCQ0P7W5Eek5iY+PPnT2hMflhha2tLJpO/f/+ORqPd3NxqamqysrL27dsXFhbGZDIBADo6OtzkhKBSqRcvXnR3dz9x4oSrq6u4uHjHvfX19YPRjxxQDECLyVenoWM58NbWVqgcuKWlJZ/LgSMMZAoKCs6fP+/o6IjH4/tXk4ULF757965/dRgslJWVaWho9LcWPSMkJOT79+/97pv2F9u2bXv06BFUmWzz5s1tbW1Pnz41NDS0trYuLCycOnVqTExMc3Nzd4dDZuzDhw/jxo3z9PT08fH5cy5DS0tLWlo6OTm5R4rBWuxtcNHRYpJIJMhiOjg49K/F5KvT0LEceHx8PFQOHIfDsVgsfpYDRxjIPHz48J9//hkIodRQXagbN270tyKDgK9fv06ZMqW/teAWKJX4iBEjDh482N+69BsoFOr06dMfPnyAMoAZGRmNGDFCVlYWhUIFBQWFhYXZ2treu3evy2Pv3LljY2Pj4uISGRnJOeu2pqZmZmYmZ03Cw8PZSaVevHixa9eu2NjYXp3TUKOjxUxOToYsJlQHuB8tJl+dhuzsbCgfvr6+fmpqqrW1NYlEcnJyQqFQU6ZMmT9/PjL7NZyhUChXr17FYrEwLUbvBfv27esYHYbQHQ0NDf0VuNpTwsPDz58/f/To0dmzZ/e3Lv0MGo2GltVAX6dPnz537twLFy4wmUwqlXr9+vUuR4+oVOrv378vXLjg4+Nz/vz5TrXsOzF9+vTS0tKAgAAAAIVCsbW1hcpdvnnz5tu3b1FRUfb29j4+Puz8Y6mpqWFhYeHh4bw+10FJR4uZlZUFWUwoLKkfLSZfAyE7lgPHYDDscuBJSUmAj+XAEQYmMTExFy9ehDs9Q484ceKEpaVlf2sxCBAREeG/0Lq6utra2h6t9jxz5syoUaNOnDgBn1aDCxQKNWrUqIqKCvYWLBZ79OhRNze3o0ePdpnFq6ysjPu/ubOzs76+vra2NoPBePXqlZOTE5lMzsvLe/funbS09JgxY0gk0smTJ6FS7AAAAQGBoqIiKG02QkeLicfj2RYTGhzqL4vJV6ehYzlwKyurTnu7LAfu7+8Pq0oJCQmIiIEggk6nl5aWvnjx4vXr1/BJ+fr1a3V1NfcW7tOnT58/f8ZgMPLy8rq6utwckpaW9vPnTxkZmT6o+ReysrIkJCSgGU2YgPIWf/v2jZvGbW1tP3786OnlQSAQmpqauitPwJn29vbo6GghISFhYWEcDjdp0qQum9XV1ZWWlkIJBwEAcXFxqqqqdDqdh1dyW1vbz58/W1tbedXhn9Dp9M+fP8NXEaOtre2ff/7B4XAd/yxKSkrLly/vcvVQe3t7SkpKVVXVX3smk8k5OTny8vIVFRWBgYEEAiEpKUlSUlJERMTAwKCxsTE3N1dZWTkhIYFdyLGwsHD58uULFy7s9BtRKBQsFgulJeXAEHgSdqSjxbS2tu60t0uLyQ9YfKSwsFBLS8vQ0HDu3Lk0Go29/caNG0eOHIE+r169eunSpdBnQ0NDuFVyd3dHRAwEEQ8fPty7dy+ZTIZVSlBQEJFI7OlRZDLZycnp3Llzzs7Ot27dqq2t5dA4JCQkLy+vDzr+nbCwsJSUFFhFREdHR0dHc9n49OnTZWVlPRWRkpISFhbW06Mg3N3d6+vroc9ubm7dNcvLywsJCYE+37x5Mzw8vHfiOEAkEoOCgnjebUfIZLKPjw+sIqqqqqZOndpxy+/fv11dXbtrb2Njw023FRUV/v7+0GdnZ2cTE5Pq6moikRgaGuru7r5hw4b29vZOh5DJZG1t7cTEROhrdXV1SEiIu7u7q6urp6fn0aNHHzx4wEHiEHgSsjoYvo4Wk06nsxt0ZzH5A19HGgZIOXCEAcj79+/hKMbDE/B4vJ6enpaWlpGRUW5uLuQ3TJ06dfny5R3zIw1bmpube7SmnydISUkBAB48eKCnp/fXxtCQw5+jmwgQCgoKWlpar169WrZsGbRFS0vL3Nx8x44dUBXKTixYsODcuXMHDx7kMP6RkJDw6tUrFxcXAACNRsPhcLNmzfL09BQTE1uxYkV0dPTMmTP/TAiGx+NjY2PZl1NRUVFkZOThw4fZg0keHh50On0AlgiBg4FpMfn9px8I5cARBiCKiooD2QBv3LgR+qClpWVvbw8AiIyMvHDhwqFDh/pVrwHB7t27L1y4AJkH/kCn0wEAhYWFv3//9vT05Nz4/fv3UVFRbm5ufFFtsKKurh4TE7No0SK2PZ47d25BQUFubu6f3vy8efPq6uqSkpI4LJn58OEDexg/JydHV1f3169fwcHBycnJN27csLOz624yvmPC6SlTpowcOTIqKiomJmb58uUAgDFjxuTn50OprwsLC69evSomJsZgMKhU6tq1a/vwBxigDECLOSz8NYSBT1NTU1hYmImJyWCp+DB37txLly7V1NQAAERFRWfOnGlkZPTXOdchyYgRI5SUlKKjo2fNmsUfiXV1dW5ubm1tbbKyspxbfvnyZcyYMUOvwhYc7Nmz58KFC7a2tuwt27dvP3HiRFtbm6enZ6c0TXp6etnZ2Vyus3306JG9vf2vX78SEhK0tbUFBATU1NS6a0yj0Zqampqbm1VUVLBYrLKy8tatW93d3S0sLGRlZa2trTMyMsaNGxcfH//x40d3d3coQTWNRnvw4MGnT59YLNbkyZMXLVrE5c3Y3t7u5+dnaWk5ZswYbtojIE4DwoAgODjYzMxscNWWvH79OlSYp7W1NSYmxs/Pr6WlJS8v7+PHjzY2NhMmTOhvBfmHlZWVh4eHtLT0xIkT+SDOy8tLXFyc82I/AACLxSIQCBcvXuSDSkMALS0tWVnZjpMUUB0WIpF49uzZTmUqNTQ0Hjx4kJ2dTSQSt2/f/u3bNyaTuXnzZrZvwU5iCACg0WhSUlK/fv369euXn5/f/v37AwMDbWxsOnZ48uTJ5ubmLVu2XLx4EY/HNzc30+l0RUVFd3d3DAZTWlp69erVefPmMRgMPz+/kydP1tXVdQxIFBAQ2LJlS1FRkYeHR0JCgpubGzQPAo1JcACNRkNTJ7t373Z1dYUv4HTIgDgNCP0PlUo9ceIEVDWnv3XpAexSfqKiokuWLFmyZAkA4N69e0ZGRp8/f3758qWLi8swmXwFALi7ux87dozJZHa3lqGPdJxf53JxytOnTwdOzo9BwebNmwMCAlJSUqD0ABBoNLpTfmgAgLCwsI+PDwCgtbX1yZMnixcvbm1tvXz5ck1NzYIFC54+fQrVs4BYsWLF9u3b0Wi0vr7+9+/flyxZUllZ2alDJpPZ0tJSUlKydOnSwsJCSUnJurq6d+/evX37dunSpbdu3XJycsrLy6usrLS1tW1paeFQYGz69OnTp09vbGx8/fp1SEiIoKDg1q1bR40a1WVjPB7v6uq6efPmrVu3lpSUXL58efjcs70D+esg9D8XL17cvHnzkImBxWAwO3bsKCgosLOz8/LyYq9BH9qgUKgTJ044OjoqKSnx3Pmj0+lxcXFdzq93R2tra35+voWFBW81GfLY2Ng4OTm1t7ebmppCW378+KGvr99de1FRUXZcnra29tevXxsbG728vDom+5o2bVpERERRUZG5ufnnz58rKiowGMzz589XrVrFbtMxnzf7V9u9ezd7xGL+/PlUKnXDhg2nT59WVFQcN26cmZkZh9qqkpKSmzZtAgC0t7f7+/ubmJjMnz+/u8ZBQUHKysq/fv1KTExknzhClyBDMQj9D4FAGHpJvTQ1Nd3c3I4fP37hwoWIiIiO+XOGKigUysPDA3oB5S2VlZWTJ0/+a0Lijpw6dWrPnj0812TIg0KhTp48WVJS4u7uDiVqbGlp4X51jImJycKFC6WlpTvFQEBLHshk8pIlSy5evPjr1y8op99fYYcmWFhYLFiwQFpa2sfHZ/Xq1YKCgl5eXj4+Pn+9s4SEhDw8PPLy8v7MO5KXl/fr16/k5GQWizVy5MjDhw9Ds4rfv3/n8nyHIYjTgND/LF26lJ3LdighIyNz6tSpNWvWSEtLe3t7t7W19bdGsCMiImJmZpaSksLbbqGyCBkZGVy2h2oZsOePEHrKxo0bt23b5uTkVFtbW19f3/cc4XV1dVlZWUJCQrq6uu7u7pKSktCi2Z5SU1Pj5eU1cuRIMzMzLy+vPXv23L59m5u00zt37oTSV9PpdAqFsnPnzuPHj/v7+58+fToyMlJISGjs2LHr16+HJmK8vLzu3LnTC/WGA8j0BEL/U1paChXkHZKMGDFixIgRVCo1Li5u4cKF/a0O7CxZssTb27vjpHjfgV43uc8unJOTw03+BgQOqKqq2traPnjwoLq6+tu3b8rKyk1NTbq6ukuXLmXHlHCfMiE4ONjDw2PatGkAABkZmZCQkN5pdePGDSKRyP4qLS3t4uJia2u7aNEizjGMeDz++vXr8fHxrq6uixYtmjhxIoFAMDMzq6+vr6ys3Lt3b8cFHevWrfv48aO0tPTSpUt7p+cQBnEaEPqfjRs3hoSExMbGdgqoHkoYGxv7+PgMB6dBUFCQRqNVVVXxNrJhxIgRFRUVz5496zK3cSfGjBlz584dJBK+j4waNWr//v2zZs1ycnJatGgRACA7O9vT0xNKBV1ZWSkoKIjFYqWlpTds2KCkpMShKwwGw5MFyRgMZvz48Z02Tps2LSMj468rd1AolIyMDI1Gy8/P379/PwAgOztbXFz8z0QIGzduhLJKlJeXi4iIbN68ue+aDxn44TSUlpYqKCjg8XgAAJVKLSgo0NLSgi4gAoEgJyeHw+EIBMKLFy/ExMQWLlwoLy/PB60QBg4oFGrz5s3JyckXLlxwdHTsb3VgQUBAgEaj9bcWfMLR0fHmzZtQFixe4eDgYG9vHxMTw43TICwsbGVl9eHDBw4x9gjcgEajnz179vz58xMnTkyfPt3Y2Njd3V1UVJROpzMYDGgwv76+3tPT09bWduTIkXAvPXBwcOi0hclklpaWYrHY7pwGBoPR3NwMzYYoKiqi0eiOkZvdCfLx8WlsbGSxWJs2bRIREWlubpaXl1+8eDGPzqMHcDag8vLyAgIC/DSg8P7ATCbzx48fS5YsiY6O1tLSKi8vNzIyUlNTI5FICQkJkZGRCQkJpaWlgYGB5ubmhw4dSk9PP3v2bFpa2kBODogAE0pKSk1NTUQicah6jcPnqpaWlm5oaOBtnxgMZteuXStXrszPz+cmbDYuLm7atGkFBQW8VWMYIicnt3v3bhKJlJSUdPnyZQwGQyKR2tra5OXlTU1Nx48fLy0tvX///o8fPxIIhMbGxhkzZrAzrFdUVOBwODExMcjm1dXVQVMbubm58vLyneIrqVSqgIBAT2+Te/fuGRoaqqurR0REkEikjruampouXrzY1tYmISFRX19vYmKybNmyDRs22NjY+Pv7Qyp1BwqFgvyMN2/eAACysrLWr19/6dIlfpbh5WBAv379GhERkZCQQKPRXFxc+GlA4XUaCgsLfX19yWQydA7nzp2zs7Ozt7e3tLSMj48vKioyNTV99uxZTEyMnp7egQMHAABXr14tLy/vbk0twtDGzs7O29v7zJkz/a0I7ykvL1dWVu5vLfgHFottbW3tFELfR7S1tWfMmHH69OnLly//tTEKhRo+Qzt8QFhY2Nzc3NzcnL0FinX49OlTW1sbCoVCo9EUCmXMmDE3b95UVVWdOHGig4ODqKgogUDIyMj4+PHjvXv3Wltb6XR6VlZWQUHBgwcPoISSsbGxkZGRdDr9w4cPW7duPXjwYI8Ua2lpSUxMjI+PnzlzZnJy8tOnT9n5pF+/fj137tzJkydDX0+ePKmvr29oaCgpKRkUFGRnZ8e9FB0dnaSkpIsXL3758mXNmjVr1qxZv359j/TsBRwMaHJyMmRA4+PjY2Nj+WlA4XUaRo8e/eTJEyj4BQCQnZ0NDe/o6+unpqba2dmFhoY6OTmNHTs2ODhYRUVl9uzZa9euRTyGYQtUMzc1NdXAwKC/deExDx48WLduXX9rwT947jFAXL16tbi4mJuWlpaWrq6uXOY5RugFCgoKy5YtY6ePBAAwmcyysjJopWtZWRmTyUShUDNmzNi3b19ZWZm2traamhqFQpkzZ46+vr6ysjJU/g2DwQgJCbW2tgYGBk6fPr2nanSsGW1mZsZkMt3d3RkMhqSkZHFxMdv6AAAOHDjg4ODg5eWlqakpLi6+d+/eixcvcv9SjsfjV69e/fnz51WrVp08eXLZsmXCwsI91bZHcDCgWVlZ1tbWoaGhu3btUlNTCwoK4psB5WsgJA6Hg3Jx4HA4DAaDx+P//fdfAEBdXV1ERAT07969e8PDw9mRz1FRUbCqVFhYiIgYICLy8/M/ffokKyt78uTJHTt2wCHi9+/fcXFxEhIScHQOkZmZyWQyOxm2uLg4BoORl5eXl5fXdxE/fvwgEAj19fV974qDCPD/60L1jsrKyvfv33OY4c7Ly6utre3dY5c96VBdXX3q1ClPT08REZEudUhJSYE1zWhTU9Pv379hvTWgwL1BdIOzL3J2BMD79+/v3LkjJCSUn58PJU7NycnJzMy8fPnymjVrwsLCLC0thYWF29vb+6hDYWGhqanpjBkzAAAtLS0TJ04sLCwsLCxkN5gzZ46VldXKlSvV1dXb2tqmTp168OBB7gNf0tPTk5KSsrOzTU1NL126xJ+k6Ww6GlA8Hs+NAYUDvkYXGxkZQQu4v3//3jEz/+PHj6Glt9u3b9fX14+NjeWnVggDCgwGo6SkVFZW1t+K8IyYmBgymcy3Yk4DBFNTU7jtHABAXl4ej8d3l4rH3Nw8JiaGxWLBrQYCZ6ClQygUquNv0dTURCKRYmJitm3bBscru7Cw8J+jCKKionv27Pn+/fvdu3fT0tIUFRUvXbqUkJDAZZ/6+vozZ8708/OTkZFJTEzkeeAOZzoa0I41NfhtQFnwM23atNzcXBaLVVhYqKWlZWhoOHfuXBqNxm7Q1NRkYWGho6NjYWFhZmZWV1cHbTc0NIRbN3d3d0TEABHh4+NDJpNZLBaFQnFwcIBDRFBQEJFIhKNnNiEhIXl5eeyvL168uHv3Lm9FhIWFpaSk8LbPTkRHR0dHR/exEycnJw57U1JSwsLC+iiCxWIdOHDA39+/y115eXm7du0qLCzsu5TuIBKJQUFB8PXPYrHIZLKPjw+sIlgD+xlCJpPfvn1bUlLCvYhfv37Nnj27srKSc3sCgRAeHt7c3My9MpCIxsZGZ2dnnlzAf9LJ8HVpQOl0OrtBdwYUJvgxPcH249TV1TMzM6urqzutixUXF//48WNtbS0Oh/uzMgrCcAOHw+nr63/9+tXExKS/dekTra2tSUlJ3t7e/a1I/8ChLgAPERcXLy8v724vnU7nHCSPMPBpamq6c+eOiIiIhobGnj172Kml2traupyWAgC8ffvWzc0tMjISKj/RHVDitV6oJCEhAUe69C4ZaAaU38mdsFjsn5k0IGRlZfmsDMKAZf369ba2tlOnTh3UyxRPnTq1b9++/taifyCTye3t7fwRxCFIRVhYuLGxkRvDkJ+fHxgYePbsWSQl1MCBRqPduHGjpqZm5MiRS5cuVVdXv337dn19PZVKRaPRJBJp/vz5UJBER5hMZm1tramp6ePHjzk7DYOOgWBAkYyQCAMRNBq9fv36O3fubN26tb916Q0MBuPSpUvGxsbd3eFDGyaTeezYscOHD/NBFhaL5ZBqUFZWtqSkhJu19Q8ePNi0adP169d37drFUwUReo+zs/OOHTs0NDTYxS86rpOMjo6uq6v78ygSiYRGo9Fo9Nq1a7lMIYrAPYhPjTBAmTp1akFBAaxrBODj8ePHampq/ZI/biBw69at9evX88dhkpSU7FiMoBMCAgJkMvmvnZSVldXV1U2ePJnL9ZwIfCAtLU1ISGjcuHFdlst69uzZ169fu3QIUlNT58yZAwCYOXPmr1+/YFd0mIE4DQgDF2lp6dbW1v7Wojfk5OT8OWo6fMjPz+dtwSoOrFmz5smTJy9evOhyLxaLheo7c6C9vX3Tpk3Hjh0DAMjLy3NfFguBV9TW1l69etXV1dXJyamyshIAQCKRQkJCPD09uzvk58+fUDqjPyGTyexAFjqdXlRU1NTUBIfawxPEaUAYuGzduvXcuXODsQDmcJ4XLywsHDNmDN/EjR49+tOnT+rq6l3ulZOTy8nJ4XA4i8W6cOHCyZMnoSlhTU1NnuTSQOCepKQkZ2fnMWPGeHt7u7m5+fn5JSQkPHr0aN68ed3dR1++fBk9erSYmFiXe8XFxdmen76+/suXL11dXVtaWmDSvxMPHjwYpK86XDJ8H20IAx8pKant27cfPnyYQCB02SAhIWGQzl8MYWJiYkxNTfkpccKECfr6+l3uqqio4FCogkKh2Nvbz54929jYmN1VeHg4HEoidEleXt7Tp0+vXbsGJTIRERHx8/OrqqpCo9Ec0q5LSUn9+PGjuzQJUKUJ6POaNWtsbGzs7OyuX78Oh/5/kpCQEBwczB9Z/QISCIkwoBk/fryvr+/58+fFxcX37NnTKcPg5cuXWSyWp6enpqZmf2nYJaxhnFCooKCAXUWw30lISPizLiIAoKSk5P79+w0NDVBtRmhjXV3dvHnzoCzICHyATCZfu3at09pFISGh1atXcz5QW1vb1dU1MDAQhUIdOnSo0zrD169f79y5s+MWOTm5v85S8YopU6akpaXxR1a/MNBHGvqSyBZhaCAiIuLi4mJhYeHg4PD69euO9jg4OFhYWPjhw4f9qB5CJ+AujswlLBbrypUrkydP/jOMbsuWLZGRkXv37j116lTHaE0ZGZmVK1f2tGASQi+or6+/e/furl27tLS0enfBSEtLu7m57dmzx83NLSMjo+OuxsZGqEAlG1FRUb5NT2zevPnXr1+3b9/uxbFXr14d+D7rgLi9OTBAHkAI/Y6Ojs7Zs2ejo6Pt7OzmzJmzaNEiAIC4uDg3BQ8R+Em/p9Zobm6+e/dueXn59OnT/5xdzsjIMDc373IsJD4+XkdHh8MCTgSewGAwPDw88Hh8c3NzH6vMyMnJBQQEXLp06fr169CQ0q9fv7S1tf9sOW3atAcPHkDFGuAmLCysF5aLwWB8/fp13LhxycnJcGjFK2A3yc3NzcXFxXp6etCjhEqlFhQUaGlpQXcmgUCQk5PD4XAEAuHFixdiYmILFy6Ul5eHWyuEQcqsWbNmzZp16dKlDx8+zJs3DwzIkMOmpqZOLzoIfOPSpUt1dXWbNm1SVVXNz89PTEzs1ODJkyceHh5dHhsdHe3i4gK7isMeAoEwceLE9evX8+TtH41GW1tbt7W1nTx58uPHj+3t7V3+vosWLXJ1de27OG7oaSmN6urqo0ePysvL6+vrHzp06OnTp+xdfzWg8vLyAgIC/DSg8D5wf/z4oaGh4erqOmHChMLCwvLyclVV1W3bthkYGLS2tr548eLs2bOWlpbV1dXm5uYsFis9PX3evHnDeT4YgRugggInTpzob0W65uHDh3+dlB3C0On02trafhHt5+enra199OhRVVXV7toICQnRaLQud7W3tyPDDHwgNjZ29OjRIiIiPCxAKiIi4unpOWfOHH9/fyEhIV51yx8wGAwWi0Wj0Z2WHXEwoCQSCTKg9vb2fDag8DoNjx8/9vf3f/369ZIlS54+fXru3Dk7O7uvX7/q6enFx8cXFRWZmpricLiYmBg9Pb0DBw6cPXt23759HDLJIyAAADAYzJ49ewQFBQfm0iYqlQp3SfuBjJOTk6enJ5+jkWpra21sbCwsLGbOnMm55bRp0+Li4v7c3tra2l0hAwQeEhcXRyaTzc3N+S9aSkoqKSmJ/3L/iqys7KVLl06cOAHNurLhYECTk5MhAyogIBAbG8tPAwqv0+Du7r5169aKiorw8HBzc/Ps7Gwo5Yu+vn5qaqq1tTWJRHJyclq5cmVdXZ2KioqVlZWysvJwfuAicI+WltYAXFIPFYLrby36EzExsX/++ScyMpJvEouKitzd3Y8fP85eOckBMzOzmJiYP7e/fPly+fLlvFcOoQPfv39//vx5H+MYes3hw4dzcnLs7e0H4HOjSzgY0KysLMiA7tq1a8WKFfw0oPDGNODx+Fu3bp08edLLy2vq1Kk4HA4qfIfD4TAYDB6Ph8JS6urqIiIioH/37t0bHh6up6cH9XDkyBFYNYyPj+cmyywigg8iEhMT6+vruR8frqqqam1t5bAK/09SU1N///7d0xnHHvHq1StdXV1Yr9v8/HwxMTEFBQX4RJSWlgIA3r9/37vDWSxWTExMbGwshzbV1dUtLS1fvnzpnYiOfPz40dzc/M9qog0NDRUVFZ0SCTMYjC9fvvz5A8XGxvbi9ZdEIuXk5JSVlfX0QO5hMBhJSUlw5zSE7wZvbW3Nzs6mUCglJSVpaWnjxo1zdnaGQxDg7izQaPSuXbsEBAQmTZrUi6DdP0VAV5SOjg67/Cav4GBA8Xg8NwYUFmAtvB0SEjJ//nx2tXJvb+/AwEAWi7Vx48aoqCh2s+DgYBcXFyaTyWKxli1bBrVh/VFWHA4GchX54SbCx8eHTCZz3z4nJ+fhw4c9EhEUFEQkEnuoVw8IDw+3trbOy8uDTwSLxQoLC0tJSYFVRHR0dHR0dF96uHjxIue/Q0pKSlhYWF9EsLG1te1ye15eXkhISKeNZ8+e/VMxIpF45syZXogmEolBQUG9OJB7yGSyj48PrCJYvL7BKRTK7du3nZ2d7ezsLly4kJ2dzXMRXcK9iCtXrnz+/JknIphM5u7du93c3K5evdqLDv+Ebfg4GNAvX76w23dnQGEC3umJFy9eZGZmTps2TU9P78KFCxs2bAgMDJw8eTKRSOzo1FtaWiYmJurq6s6ePbuxsZE/q2IQBjvCwsJtbW39rcX/8O3bt6lTp/a3FgOCrVu38m017PLly0NDQ7lpGR8fX1dX9+foVFhY2IoVK3iv2bAkNzfX1tbWwMDAx8fn9OnTBw4cGDduXH8r1Zlt27Y9fvyYQqH0vSsUCuXv719XVycqKuri4sLDARsOBrTjTByfDSi80xN/3smZmZnV1dWdyt+Ji4t//PixtrYWh8N1yu2FgNAddXV1PB8P7AslJSWDsUwGTAgJCS1atOj69et8mMA2MzOzs7PjZsVKREREl4tuCgsL+2uifSgREBBQW1uroqISEBDQZWnKgQMWi928efOzZ89WrVrV99UWEhISp06d8vb2lpWVtbOzc3d358m6x4FpQPm9xh2LxXZXMFdWVhbxGBC4p6CgYOBkj/706dODBw+QVf4dsbCwKC4uZvElLBSNRjMYjL826zJipqmpSUJCAgalhheZmZnh4eHLly/fs2fPAPcYIIyMjIqKivbv39/lapqeIiQk5OXlZWxsjMViSSRS3zvskoFgQJF8iwiDlYKCgoULF/aXdBaLFR8fn5CQ0N7eTqfTKRTKqVOn+j0Z4kBDXFy8vb0d1shTCCEhIW5CaCUkJCoqKkaMGNFx46dPn2bPng2basMFLBa7ffv2KVOm9LciPeDo0aNMJtPLy8vMzIwnHZqamvK5Whv/QZwGhMEKiUTigzX6k5aWltjY2MjIyPnz5x84cABZ3M8BAQEB/iRsaG5uplKpf33B3bx58+3bt+3s7DpuTElJQRZb9p0PHz4sWLCgv7XoMWg0mkql/vr1S1dXt791GRwgTgPCYIU/494doVAop0+fRqFQFhYWAQEBSPbAv6KmppaXlwctLoePzMxMFArFzZC4jIxMc3Nzxy1kMhmNRg/AZOSDDgKB0Cmh4WDh+PHjvr6+5eXlg9Hp4T/IrYKAwBWVlZV2dnYbN250cXGZOnUq4jFww9SpU799+wZT5ywW682bN46Ojt+/f/f39+fyKAqFkpmZCX3Oy8s7duzYqlWrYNJwWDFy5MiCgoL+1qI3oNFoV1fXwsLCd+/e9bcugwDEaUAYlPB56QSJRPLy8jp16pSamhrfhA4BlJSUYEpqSyAQDh48KCIicvLkSSsrK+4j7zw9PZOSkhwdHe3t7WNjY52cnPT19eHQcLhhZGR0/vz5/tai9+zbty82Nha+GMYhAzI9gTAoKSkp4VCUiOdcuXLFxcVl0BXCGQjg8Xhuog16yo8fP0xMTP5aaaJLfbZu3cpbZRAAACdOnMjJyTl58iSUtXAwsmrVqqioqGXLlvW3IgMaZKQBYVBSVVXFwxJ5f6W+vr67lU4InDEyMkpNTeV5t3Pnzs3Pz+d5twi9ZuTIkc+fPx+8HgMAQF5evr6+vr+1GOjA7jTU19dnZWWxv1Kp1OzsbPaKagKBQKVSoQ9BQUF37twhEolwq4QwBKiuruan0yAnJ1dTU8M3cUMJU1PTDx8+8LxbqN4Ez7tF6DWnTp16+vRpf2vRJ0gk0kBbNf1XAwrVeeenAYXXaYiOjtbS0nJ2dtbT06PRaB3Lgbe2tkLlwC0tLflcDhxhCJCbm9tptT2s1NXVycrK8k3cUEJcXFxGRiYxMZG33aamppqYmPC2T4S+ICEhgUajB3VSVB0dnR8/fnCTJYw/cDCgJBIJMqD29vZ8NqDwOg3v379/9uxZWFiYtLR0UlJSx3Lg8fHxUDlwHA4XExPDz3LgCIOd4uJiRUVFAQEB/ohraWmhUqkD7RVkEGFtbR0REcFes9B3GAwGlDSXVx0i8IR//vnHz8+vv7XoE/Ly8tC7+0CAgwFNTk6GDKiAgEBsbCw/DSi8ToO/v//YsWP//fff4uJiQ0PDjuXAU1NToXLgTk5OK1eu5Gc5cITBTmxs7OLFi/kji0AguLq6dkoHhNBTjh49ev36dZ50VVFRYWNjs2fPHp70hsBDdHV16XT6oJ7Ia2lpGThhGRwMaFZWFmRAd+3atWLFCn4aUNhXT0hLS+/cuTM/P//58+cdy4FjMBhuyoGnpKTAql5lZSUiYoCIIBAIqamp3Lw+trS0fP78uampqaciSktLf/z4ISUlxf0h586d27t3b0lJSUlJCTfti4qKREVFe6Eb9xQUFLS0tMA6CJmbmwsAEBMT42GfGhoagYGB06ZNg77m5OQQicSeXlQkEikoKOjQoUMtLS1/PbasrKyoqAjW67ahoaG0tBRWEVQqlUAgDJYbXEdH58qVK13mdx/4jykmk1ldXc25Bz6cRUe6M6B4PJ4bAwoH8DoNy5cvd3NzmzVr1owZM5qbm42MjFJSUkxMTL5//25lZcVu9vjxYwKB4OXltX379levXkGDLdCuwsJCWDVsaGhARAwQEfX19UVFRdxMOhQVFSkoKPRCn7q6upKSkoaGBi7bf/v2TV1dnUAgcC+ipqamrKwM1hHOqqoqGo0G6+B8RUUFAKBH3tVfUVRUvHPnjqysLBaLBQAQCIS6urqe/oihoaFz5szh8hepqqqqqamB9bptbm7uxVn0CBqNVl9fP1hu8KampsLCwi67GviPqcLCQmlpac498OEs2HAwoNbW1uxmHAwoLLDg5P3799ra2ubm5jNnzmxubi4sLNTS0jI0NJw7dy6NRmM3a2pqsrCw0NHRsbCwMDMzq6urg7YbGhrCqh6LxXJ3d0dEDBARPj4+ZDKZm5aurq69ExEUFEQkErlsXFZW5uzs3FMRISEheXl5PT2qR4SFhaWkpMAqIjo6Ojo6mufd5uXlnTx5EvqckpISFhbWo8PDw8MfPHjQI3EhISE9EtFTiERiUFAQrCLIZLKPjw+sIlg8vcFtbW3pdDqsIrqjjyI+fvwYExMDqwhuYBs+Dga041+4OwMKE/CONMyfP//Xr191dXVycnIAADExsYFQDhxhsAO9qsJKZmbmzZs3fXx84BY0rBg9erSkpGR6enovkjC+fPmyvLx8//79MOiFwEs2bNjw5MmTDRs29LqH0tLSDx8+lJaWQne6oKDgrl27JCUleaZiN3z79q3jG3y/MzANKOwPXzQaDZ3wf/I4lgOHWxmEoYGCggKsyZ0eP35cVlZ26tQppI4Rz1mwYEFERERPnYYbN27g8XjEYxgUTJ48+dWrVz06pKqq6u7du1gstrW1lUqljho1av78+eyU7dXV1VeuXCGRSBgMZvv27TClWSOTyc3NzQPtrXUAGlAkjTTC4INMJsO33rK5uTk7O9vDwwOm/oc5ISEhS5cu5b59S0uLv7+/ubn53Llz4dMKgYfQaDTub8/nz58nJydLSkru3LkTg8EICQn9eayCgoKTkxMAoKmpadu2bZcvX+5oR/Pz8zU1Nfu4IrqystLf3//gwYN96WSYgDgNCIOP2tpamKpVUSgUDw8PZIElfKxcuTI5OfmvgVrt7e2/fv2KiIigUCj79+/nZ/ZPhL7AYrHCw8M7GnUOZGRkEAgE7icBJSQkLl686OHh4e3tDc1WfP361dbW9uXLlwoKCr3WGQBw+vRpHx8fYWHhvnQyTECcBoRBRkNDg4SERB87OXfu3I4dO0RFRTttP3bsmI2NDVJmAj5GjBgRFxdnaWnJ3pKXlxcaGtrS0oJGo6GUgiwWq7a2dvHixYcPH/7zN0IYyJSVlSUnJ584caLT9szMzE+fPgEAoN8XjUZTqVRBQUFXV9ce9a+goODt7e3n5+fn53fhwgUWi2VsbNzHtcHR0dFTp05FPAYuQZwGhEHGnTt3Nm7c2MdOvn79+u3bNzU1tREjRkyaNElERASLxd67d2/p0qVIbjFYkZCQOHjwoJ2dnZKSUmZm5rdv30aPHr17927eLu9E6C9GjBgxatQoJyenQ4cOKSsrAwCysrLu3LkjLS09a9Ysnsz6SUpKolCowMBAWVlZKJ2Ug4NDcHBwrzt8+/btqVOn+q4YN9ja2k6ePBnKrzBIQZwGhMEEg8Goqqrq+0jAvXv3zp07p6qqamxsnJubW1VVRSaTvby8+Jaaejijp6cXEBBw69YtMzOzbdu29bc6CLwEi8Xu2bOHRCJduXKFQqG0t7fLy8t7e3tjsVgexgn5+vrGxsZOnz7dwsJi4sSJoIeBFB35+fPnuHHjeKXYX9HR0UlPT8/IyPj333/hzaYAG4jTgDCYePv27ZIlS/rej4CAgK2trbu7+z///MMO0kbgJxMnTkSqzAxVhIWFbWxsYBUB1TiNi4sDAHh6erq5uVlYWPSinxs3bpw9e5bHynXP9u3bnZycrKys7t27N0idBmRFGcJgIiEhYfr06TzpCoPBSElJvXv3jie9ISAg9Bfu7u6+vr6JiYnNzc09OvD3798GBgb8XFmNQqG8vb2vXr1aW1sbHx9fXV3NN9G8AnEaEAYNr169kpOT42G1yalTp7a1tfGqNwQEhH5kz5492dnZPTokKSmJ/wXWBQQEXF1dJSQkDh065ODgwGfpfYcfTgOVSmVXxaVSqdnZ2eyC5QQCgUqlQh+CgoLu3LlDJBL5oBLCYCQ2NvbQoUO86q2xsTE0NHT16tW86hABAaEfkZOTa2pqgsqmdAKyMmwaGxujoqKePn36+fNnLleH8hYpKSksFhsXFzd79uygoKCysrK4uLijR492pzwHAwqVueGnAeVHTMORI0cyMzMjIiLKy8uNjIzU1NRIJFJCQkJkZGRCQkJpaWlgYKC5ufmhQ4fS09PPnj2blpbGw7dJhCGDqKgoTxJIMxiMyMjIly9f+vr6IlcaAsKQwcLC4vr16zQaTU1NzcDAQF9fn0KheHl5JSQkRERE4HA4Op1++vRpJpM5Z84cKSmpCxcu4PH4flFVUFAQi8Vu2bKltLT0/fv3kpKSo0aNotPpf7bs0oB+/fo1IiIiISGBRqO5uLjw04DC7jS8f//+y5cv0ML6c+fO2dnZ2dvbW1paxsfHFxUVmZqaPnv2LCYmRk9P78CBAwCAq1evlpeXI8veEP4Ei8WSyeSeVruvrKy8cOGCnJxcW1tbYmJicXGxoKDgnDlzLl68iGSJRkAYSmCxWDc3NxaLVVZW9v37dyj/h4ODw9KlSz09PaWlpUtKSg4dOqSpqdm/emZmZhIIBMhfUVFR2bZtW1tbm4eHx+7duzu17M6AJicnQwY0Pj4eKmvJNwMKr9NAJBI9PT0vXLhw7NgxAEB2dvbixYsBAPr6+qmpqXZ2dqGhoU5OTmPHjg0ODlZRUZk9e/batWsRjwGhS8TFxSsrK9XV1Xt6lJiY2M6dOwUFBa9evfrPP//0y4AkAgICf0ChUCoqKioqKmvWrIG2KCsrT5kyhUAgyMrK9tfQQkccHBxu377N/nr06FFJScnNmzd3asbBgGZlZVlbW4eGhu7atUtNTS0oKIhvBhRep2HPnj0LFiyA6nRlZWXhcDjoNRGHw2EwGDweD+W4qKuri4iIgP7du3dveHg4ey3KkSNHYNUwPj6eTCYjIgaCiMTExPr6egwG0+VeGo329evXysrKnnZbW1tLJBKhsOrU1NTfv3/DmvotMzPz8+fPsKYqys/PFxMT62PeXM6UlpYCAN6/fw+fiOrq6paWli9fvsAnoqGhoaKi4tevX/CJIJFIOTk5ZWVl8IlgMBhJSUlNTU3wiQBD5RkyWESoqKisXbtWUlJSW1ubyWRGR0fPnj370aNHjx496tiMgwHF4/HcGFBYgLXwdnBwsJubm7W1tYaGxosXL7y9vQMDA1ks1saNG6Oiojo2c3FxgdKLLlu2DGrD6lBWHD4Gfon34SPCx8eHTCZ3t/fbt2+vX7/msquqqqqcnBzoc2JiYlBQEPQ5KCiISCT2UU/OhISE5OXlwSoiLCwsJSUFVhHR0dHR0dGwikhJSQkLC4NVRF5eXkhICKwiiEQi++qCCTKZ7OPjA6sI1lB5hnQpgsFgBAcHR0VF0Wg0JpP569evDx8+tLa28lAEl/z8+XPHjh3t7e1UKpVOpx84cIDFYvn5+f3+/btjM7bh42BAv3z5wm7fnQGFCXhHGvbt2wcAyM/Pz8vLW7FixcSJExcsWHD79m1paWkoNQeEpaXlypUrdXV1FRUV6XT6oE6xiQATP3/+nD9/PpeNPTw8jIyMQkJCsFisrKzszp07YdUNAQFhwEKlUvPy8nR0dDw8PNBotI6OjoCAQGho6J/TAbDCYrGuXr3q6Oi4adMmLBZrYGBgYmISEhKioKCgpaXV5SEcDKixsTG7GZ8NKD9WT4wePToiIgIAoK6unpmZWV1d3SkNsLi4+MePH2tra3E43EArZ44wQCgtLZWVlWWxWNwEBktLS2/dupVAICDxMQgIwxxBQUE1NTVFRUUvLy9oS21t7cOHD/mshrOz8549e8aMGfP06dNbt25NnDgxISHB0NBw2rRpnA8caAaU39HjWCy2u8IBsrKyiMeA0B1MJtPNzW3Lli1MJvOvjdeuXQvlav358ycfdENAQBjI7Nmz59mzZ+yvd+7cmTdvHj8VePjw4axZs8aPHw8ASEtLIxKJBgYGBw4c+KvH0ImBYECRJWcIgwAymVxXVycoKKiiosLNOkkcDkcmk/fv38/PUjQICAgDEzwe397eDiU+CgwMTE1NHTt2LH9EU6nU06dPPNJ4WAAAMtNJREFUMxgMaHY1KSnp6dOnjo6O/JEOB0jBKoRBgKCg4Jo1a5SUlB4/fvzXxjQaLTAwMCgoqLuFGAgICMMNZ2fnEydOMJnMJUuW7Nmzhw8SGQzGq1evPn/+vHfv3jFjxgAA8vLyjh8/fuPGjUGdUw5xGhAGAfn5+Y8fP5aWljYyMvpr4+LiYlNTU8RjQEBAYCMqKurv7883cSEhIdnZ2QsXLgwICAAAsFgsR0fHMWPGuLi4SEpK8k0NOECcBoRBQEJCgqOjo7i4uLS0NIdmdXV1nz59io+Pt7e355tuCAgICGxoNNrx48fNzMw2bdrE3hgVFTVnzhzu138NZBCnAWEQUFBQsHnzZs5jejExMZGRkStXrpwwYQKyaAIBAaFf8Pf337x5MzQfAcFkMt+8eXPu3Ln+U4qXIE4DwkAnKipKSkrqr7OAb9++PXnyJH9UQkBAQPgTFouVk5MDZZaDsi+Ul5efO3duy5Yt/a0az0CcBoQBTV1dnZub2+7du4uLi9XU1Di0VFFRuXnz5rZt2/ilGgICAsL/gEKhAgICysrKoqOj79+/j8fj0Wi0p6eniIhIf6vGM+B1GphMZnl5OfRZSUlJQECASqUWFBRoaWlBcWoEAkFOTg6HwxEIhBcvXoiJiS1cuFBeXh5WrRAGETIyMrGxsdbW1hISEpydhv3793/9+vXYsWMSEhJITAMCAkK/IC8vLy8vb2ho2PeuuDGg8vLyAgIC/DSg8DoNUPgotFb+4sWLgoKC7HLgCQkJkZGRCQkJpaWlgYGB/CwHjjC48Pb2trOz42ZdtYmJiZycXGRkJB+0QkBAQIAVDgb069evERERCQkJNBrNxcWFnwYUXqchPz9/z549Dg4OAgICAAB7e3t2OfD4+HioHPizZ89iYmL4WQ4cYRBRW1srKCjIjcfQ1NR04cIFFAplY2PDB8UQEHpKVVVVU1MT39IKIQx2OBjQ5ORkyIDGx8fHxsby04DCmxEyPz8/MDDQwMBgxYoV7e3t2dnZ0KCNvr5+amqqtbU1iURycnJauXJlXV2dioqKlZWVsrIy4jEgsKmqqho9ejQ3Lc+cObN79+6jR48OpelDhKHEtWvXPn786OHh4e3t3d+6IAwCOBjQrKwsyIDu2rVrxYoV/DSg8I40LF68ePXq1WpqalZWVg8ePOhYDhyDwXBTDrywsBBWDRsaGhARA0REfX19UVERDofruLG1tfX3799/FZ2WlobFYltbW1tbWzk0q62tLSkpaWlp4YG63UAkEsvKyrjJdd1rqqqqUCgUrCliKisrAcx3H4FAqKqqglVEWVkZkUiEVUR9fX1tbS2XIiB9oN+Oe62oVGp9ff0QuMERET2FgwHF4/HcGFA4gNdpiIyMNDAwUFNTExcXh+ZjUlJSTExMvn//bmVlxW72+PFjAoHg5eW1ffv2V69eQYMt0K6oqChYNSwsLEREDBAR+fn5nz59wmL/55qk0+lfv36Vk5Pr7igymfz69etRo0YZGxv/VcPfv3+LioqKiYnxRuOuyMzMJJFIeXl58In48eNHaWkpZNdhIjc3FwAAq3dVWlra0NAAX/8AACKRWFRUJCoqCp+IlpaW379/c3lrTJ48mf2Z+7uJTqfn5+cPgRscEdFTOBhQa2trdjMOBhQO4HUaDA0Nd+/eraioKCoq6u3tXVNTwy4Hbm5uzm7GoRz4rl27YNWwoqICETFARNTV1W3fvh2Px3fa3tLSYmFh0d0kRWBg4OXLlzU1NbkRQaVS161bJy4uXllZyXktRq8RFhaeOnUql1MqvePVq1fKysoGBgbwiYiJiQEAzJw5Ez4Rqamp5eXly5Ytg09Efn5+YmKipaUlfCJqamoEBQVhvTUoFEpTU9MQuMEREVxy9epV6AMHA2psbMxuz8GAwgG8TsO0adPS09Obm5ulpKQAAKKiogOhHDjC4AKFQnG4KmbNmvXt27e/Og0UCuX27dthYWEFBQUYDEZdXb2lpeXIkSO8VhYBAQGBNwxMAwp7aWwMBgOdMMRAKAeOMLjQ0ND4+vVrl7saGhpycnKCg4OTk5M5d1JUVBQTE0On0xsbG4WFhaurq+fMmQODsggICAg8YwAaUCQjJMJAZ/Xq1YGBgRs3bty8eTO74ktlZeXp06fT0tLU1NTU1NT+GqYwbty4ixcvPnjw4J9//uEQIYGAgICAwAHYRxoQEPoICoVavHhxXl7eyZMnFy5cmJ6eDgB49OgRjUYLDw+/efNmYGDgjRs3/tpPR4cdAQEBAaEXIE4DwiBAU1Pz48eP+vr606dPP378uKmp6aNHjxYtWiQsLAwAkJaWXrx48dGjR0tLS/tbUwQEBIShDDI9gTA4EBMTO3PmzLt37+rq6rZt2zZz5syOS+nMzc0nTZp069at2tpaLBY7d+7cadOm9aO2CAgICEMSxGlAGEwsXLhw4cKF0dHRPj4+OBxOQkJi/fr1SkpKDAYjMjIyKSlJW1u7qqoK7gQACAgICMMTxGlAGHzMmjVr1qxZAIDa2tpHjx7V1NQwmcxZs2bdu3ePRCJBcxYICAgICDwHcRoQBjGysrL79+/vuAXxGBAQEBDgAwmEREBAQEBAQOAK2J0GJpOZmpra3t4OfaVSqdnZ2QwGA/pKIBCoVCr0ISgo6M6dO0QiEW6VEBAQEBAQBj5/NaA0Gg3w14DC6zS0tLTo6Oh4eHhMmDChpKSkvLxcVVV127ZtBgYGra2tL168OHv2rKWlZXV1tbm5OYvFSk9PnzdvHovFglUrBAQEBASEAQ4HA0oikSADam9vz2cDCq/TcPny5TVr1rx69er69euNjY3nzp2zs7P7+vWrnp5efHx8UVGRqakpDoeLiYnR09M7cODA2bNn9+3bV15eDqtWCAgICAgIAxwOBjQ5ORkyoAICAlBZS74ZUHidhuzs7OfPn2toaPj7+6urq2dnZxsaGgIA9PX1U1NTra2tSSSSk5PTypUr6+rqVFRUrKyslJWVR40aBatWCAgICAgIAxwOBjQrKwsyoLt27VqxYgU/DSi8qyfq6+tXr1594sQJGxubhw8f4nA4QUFBAAAOh8NgMHg8HiriWVdXFxERAf27d+/e8PBwdjlwuOsQxsfHk8lkRMRAEJGYmFhfX4/BYOATkZqa+vv3b1hXWGRmZn7+/BnWlNX5+fliYmIKCgrwiYBya75//x4+EdXV1S0tLV++fIFPRENDQ0VFxa9fv+ATQSKRcnJyysrK4BPBYDCSkpKamprgEwGGyjNkaIhgw8GA4vF4bgwoLLDgxNbW9vTp0ywWy8PD4/Lly97e3oGBgSwWa+PGjVFRUexmwcHBLi4uTCaTxWItW7YMasNisQwNDWFVj8Viubu7IyIGiAgfHx8ymQyriKCgICKRCKuIkJCQvLw8WEWEhYWlpKTAKiI6Ojo6OhpWESkpKWFhYbCKyMvLCwkJgVUEkUgMCgqCVQSZTPbx8YFVBGuoPEOGhgi24eNgQL98+cJu350BhQl4RxoOHTq0ZcuWsLAwERGRhw8fNjQ0LFiw4Pbt29LS0ubm5uxmlpaWK1eu1NXVVVRUpNPpkPeEgICAgIAwbOFgQI2NjdnN+GxA4XUaVFRUoqOj6+rqZGRkAACSkpKZmZnV1dWdKoKLi4t//PixtrYWh8PxpyI4AgICAgLCQGZgGlB+ZISETvg/eVhspxNmIysrywdlEBAQEBAQBgsDzYAiGSERhiNtbW1IHW0EBASEnoLUnkAYRrBYrKSkpJiYGBkZmYqKijFjxnQqXYGAgICAwAHEaUAY+lRWVgYGBr5///7379/jxo1bvnx5c3PzxIkTLS0t+1s1BAQEhMEE4jQgDE0YDMaTJ0/S09OJRGJsbOzmzZvv37//6dOnNWvW4HA4WPMoICAgIAxVkJgGhCFIbW2tg4PD6NGj/f39FRQUsrOzPTw8tLW1AQBoNBrxGBAQOPDr16937961trb2tyJdQ6PRtm3blpyc3N+KDFOQkQaEIcXPnz8fPHggJyfn4OCgpKQEAMBisWlpaVOnTu1v1RAGDUwmMzEx8fPnzyQSCQCAwWBYLBaTyUSj0TQabdmyZR1XyQ8csrOzIc+41zQ0NJw/f15RUVFPT+/8+fMkEmnHjh3q6urdtSeRSE+fPq2qqmpqakKj0QCAyZMnr1ixoi86dAeNRquqqiovL4+Pj9+6dev9+/cnTpwoICAAhywEDiBOA8IQoaqqKigoSF1d3cvLC4vFJicnnzp1SkJCQlFRUUNDo7+1Qxg0/Pjx48qVK4sXL7a2thYVFe20l8Fg2NnZUanU6dOno1CoftGwS+7du5eTkyMhIWFnZwfZ7x5BoVA8PT1xOJy1tbWcnBwAYPr06SQS6fr165WVlatXr5aXlxcTE6NSqZWVlWVlZcXFxZWVlXg8fs2aNTo6Ouw/xcePH+3t7UVERNBotIaGxtKlSyUlJTsKam5uvnXrVl1dHYvFwmAwDAZDQECATqfj8XgMBkMikVAolIiISHt7O4PBwGAwFApFQkICOlZOTk5JSWnBggV6enqjRo2yt7dfvXq1iopKe3s75N6Vlpa+evWKQqF0lCgmJiYuLq6srKyiotKrPy3C/wCv01BTU8MuBC4qKiotLU2lUgsKCrS0tKASAwQCQU5ODofDEQiEFy9eiImJLVy4UF5eHlatEIYetbW1vr6+3t7eoqKijY2N/v7+Ojo6p0+f7sXTE2G4wWQyo6KiPn78iEKhUCiUurr6uXPncDhcl40xGMzp06ffv3/v5OQkIiIiIiJSX1/fqU1aWhqdTp80aRIWy8sHbG1t7evXr/Pz8zEYDBqNZjKZkPI4HI5EIs2YMcPLyys5Ofn48eNQul8UCoXFYul0OnQuLBaLTqfTaDR5efnGxkZBQUE6nU6n01EoFIPB+Pr165MnTzo9e4WFhQ8ePEihUF6+fJmamgptVFBQUFZWnjZtWsf8AWxmz549e/Zs6HNmZubNmzcbGxshlyI2Ntbd3R2Px1taWnK23yQSCfIhOLRRV1f38fH58uVLZGSkpKQkDocTERFhMBjsNAaCgoJCQkKNjY0MBqO+vj48PLy0tNTPz4/Lv/ZAgBsDKi8vLyAgwE8DCq/T4OfnB808FRUVLVu27MiRI0ZGRmpqaiQSKSEhITIyMiEhobS0NDAw0Nzc/NChQ+np6WfPnk1LSxtQLjzCwEdYWFhaWhp6L/Ty8nJxcZGWlu5vpRAGKFVVVe/fv8/NzcVgMCgUik6nz54928/Pj8vHDhaLXbJkyZIlSxgMRnZ29pkzZ5ydnSUkJOTl5VtaWioqKvT09CQkJHx9fel0OjSvgcVihYSEUCjUtm3bepqEp7W1NTc318PDA4vFbtiwwcrKikPjyZMnT548mUMDFotVV1f3pw4eHh7dGRs8Hr9u3boe6Qwxfvz48ePHdxTh4eHBzYFclpQTERGZO3duxy3x8fFQHcgu8fPz8/DwMDQ0NDExGRS5BDkY0K9fv0ZERCQkJNBoNBcXF34aUHidhjNnzgAAmpqaFi5c6OHh4efnZ2dnZ29vb2lpGR8fD5UDf/bsWUxMDFQOHABw9erV8vJypDo2Qo9AoVBsl3zu3LmBgYG7d+9WVFTsX60Q4Obt27eZmZnjx49fuHAhhwdlWVnZhw8foFqUTCZTXl5+3rx5W7du7aN0DAajoKAwefJkqEhxTU2NuLg4O8x26dKlndq3tLS4uroGBARwOQLx69evu3fviouL4/F4Z2dnPB7fR4UBACgUalDYSzg4cuQIlUpNTU29f/9+fX09NLCkpKQ0atQodXV1DQ0NaEgmKSmppqbGwsICKinZj3AwoMnJyZABjY+Pj42N5acB5UdMg6ur6759+2RlZbOzsxcvXgwA0NfXT01NtbOzCw0NdXJyGjt2bHBwsIqKyuzZs9euXYt4DAicIRAIFy9eRKPRQkJCzs7ODQ0N7u7uLi4u0N758+dPnDjx6dOnBAJh4sSJGzZs6F9tEeCAxWL5+Pjo6+vv3bv327dvhw8fHj9+PPSGunLlShEREQAAkUgMDQ3NyckZOXLkwoULVVVV4XsDExYWVlVV5dxGTExs+/btISEhnEcLINLS0kJDQ6HhioCAAJ54DAg4HG7q1KnssGgWi1VRUVFSUpKenh4aGtrS0iImJqahoaGiouLn58disWbMmGFkZMQOqugXujSgWVlZ1tbWoaGhu3btUlNTCwoK4psBhd1paG9v//79e2BgIACgYzlwDAbDTTnwhoYGWNUjk8mIiAEior29vaGhgZuH44kTJzw8PPB4fFpamr+/P5lMtrGxERQUZGsIzZsCAOLi4s6cObNt2zZoO4lEamxs5O1Mcyfa2tqamppg/Vu1trY2NzfDKqKlpQVwcfdVV1eLiopCFroTTCazoaEBh8OJiYkBACgUSkVFRVNTU1NTEwAAhUI1NDTQ6fQenUVpaWlaWlpubi6TyaRQKCtWrJgwYQKNRjMwMDAwMCgtLaXRaCwWy9PTEwqyq66unj179saNG6HDGxsbuZfFJY2NjSQSicuzSE9Pf/ny5YIFCzq1b29v//DhQ3l5OZ1Ob2trQ6PRKBRKXl7e1ta2ubmZQqFAtwbPle/I0HiG9EKEsLCwtrb2n6tOdHR0KBRKUlJSUFBQS0sLFJUpIyPDh9+iI90ZUDwez40BhQPYnYawsLAVK1ZADr6RkVFKSoqJicn37987+tqPHz8mEAheXl7bt29/9eoVNNgC7bp69Sqs6qWkpCAiBoiI79+/4/F4bix6QUHBnTt3oM+/fv0qKSmprq5WU1PrsnFCQkJhYSEUePX169eWlpYujRyvSEtLKygo6DJGjFdkZWVJSEh8+/YNPhGFhYWQoD930Wi0uro6IpFYWVkpJCREp9OZTCYUlGdmZiYoKEihUGJjYwEAEhIS0ENcUFBQQEBASkpKTEyM/a5fXl5eV1f36NEjKpWqrq6ura3d0tLS0tJCJpNZLBbUhslkNjY2Njc3AwAYDIa0tLSKioqsrCwUBZaYmJiYmPinhjIyMgwGAwoVjI+Pb2trg+VvBAAAoK2t7efPn9Dpc4BCobx7905TU1NLS+vnz58/f/5k76JSqe/evTM2NpaUlMTj8UJCQtB2Go127do1AACdTv/+/fsQuMEHqQgsFsueciorK3vz5k1SUpKsrKyenl530bI8pDsDam1tzW7DwYDCAexOQ0hICDv4ZcOGDexy4Obm5uw2HMqBOzk5wapee3s7ImKAiGAymba2thxGGmpra5ubm6FFWY6OjuztR48ebW1ttbS07LL+G4vFOnfunK6u7ty5c4ODg//55x9oRRlM3Lt3b+rUqaNHj4ZPxKtXr5SVlQ0MDHp3OIvFunHjRmtr66RJkzrehgAAIpFIo9FERUXT0tIAADNnzqyurv79+3dJSUlJSQn0Hi8sLDx9+nRtbe2OC+0AADU1NRcuXGhtbRUQEHjy5AnbbWIwGCwW609fMDU1tby8fNmyZQCAmJiYjx8/qqqqqqmpsRe8iIuLYzAYRUXF7sr6/ZX8/PzExERYk4XX1NQ8efKk4xO8S6Chkby8PFNTUwsLC/b2iIiIN2/ePH/+nEP8DYVCQaPRQ+AGHxoipKWlPTw8fv78+e7du/b2djKZLCwszGAwaDQak8mEVnBAq1cUFBSmTp06YcKEniaTePr0Kftzdwa0Y6YQDgYUDmB3Gt68ecP+rK6uPhDKgSNwT3l5eUtLS/9GmbS2tgYFBTU1NY0YMUJKSqq9vX3v3r0dG5iYmAgLC/v6+p45c+ZPnwOFQtnY2Li7u3cKtB4mvHr16suXL9CzDABgbGz88ePHDRs2jBkz5tGjR1FRUSgUCrLTUK5MPB5fX1+fmpqKx+OjoqJGjhyppaVlYmLyzz//cJ45kpOTO3HixJ/bOS+cg5g5c+bMmTN7eYaDATQaPWvWLDQabWpqCm1hMpkeHh7GxsYXLlzoX90QesGECRMmTJjAuQ2RSExMTHzz5g2NRpOSkrK2tu5FYMoANKD8Tu40EMqBI3BJfn7+5s2bV65ciUKhYmNj3dzcsFgsg8FgMBhYLFZGRgaK14Wb2traoqKiHTt21NTUlJSUlJWVVVdXi4mJVVVVZWVllZaWJiYmBgUF1dfXp6enT5kypctOaDQarMPUA5CamporV66MHj2avTa9pqamtLR0/fr10Kq83bt3d3fsmzdvhIWFZ82axSddhwFfvnxBo9G3b98WFxcvKSmprKzcvn07rMPICP2LvLz8smXLli1bRqfTbWxsmpub+z7GORAMKJIREqELnjx5kpaWJikpOWfOnJSUlLq6utLS0ry8PCkpKUVFRQqFIiQkVFhYCAUbd9dJeXm5r6/v7Nmzly1b1pfYQzU1NT8/v8+fP8vLy0+aNOnt27cPHz4kk8nKysra2tomJia6urqXLl2qqqpauXJld51YWVmFhIT0WofBQmNjY1paWlJSUmNjo4yMzJ49ezo+SuTk5Lh8bMEa9jE8cXNzo1Kp0BTb8uXL2bELCEMbKpXq6OjIzrM5BECchoFOZmbmlStXpKSkJk+ePGPGDHZO1mfPnpWWlo4ZM0ZdXZ1CoZSWltbW1vZ6nrsT48aNI5FIlpaWUBS9iIjI8ePHN2zYkJKSkpGRYWxsbGhoKCQkVFZWVlFRUVxcTCAQoCQ20Fg0Ho8nk8lkMjkgIOD79+8+Pj5QaBudTofy7woLCwsJCSkpKY0YMQKKBw4NDQ0PDxcSEho7dmx9fT0GgzEyMtLU1IT0kZKSWrZsWVZW1qtXryoqKtBoNBaLraysJBKJAgICY8eOXb169YgRIzic0ZgxYy5evAhrqEH/cvXq1eLiYhkZGQMDg71793Jw5hD6CxwON2LECM4XKsJQoq2tzcXFxd7efijlEUCchoGOnJzctGnTMjMz79+/HxgYqKamdvHiRSwWC6V/z8nJqa+vj4uLe/Toka2tLZlMLi4ulpSUHD9+PJPJ/P3797dv39rb20VERBwcHLjPVTJhwoSIiIiQkBBdXV05OTkpKSksFsvO7xYXF5eQkNDe3i4mJjZq1KgFCxYoKyuzj6XT6QwGgz17N2PGjBkzZnTc+/Pnz/b29paWloKCAgKBAAUTzZ49e8mSJUuXLq2pqdHU1KRSqXFxccHBwZDxg4Lhx40bt3jx4o6yuOf169d/XUY/ePn8+XNkZKSjo6ORkVF/64KAMKxhMBgZGRkPHjwQEhLCYDCurq5DrDAC4jTwDzKZnJmZmZaWVlJSgkajoeTw7Phz6CuDwcDhcAICAm1tbVgsFlrKhUKhMBjMuHHj8Hh8W1vb0aNH8Xi8sLCwkpJSZWUllM5s7ty5VCq1tbXVwMCgqakpMjJSQEBAS0vLyclJUFCQQCA4OjoaGBgUFBQwmUx9ff3p06fLyclxCOt1cHD4+fNneXl5SkpKaWkplUpl7zIzM+NwmlgslsNkBBaL7W44JDU1VVlZmT26oKury0EKN7S1tQUHB7e2tlKp1BkzZhw+fDg4OLiPfQ5MFBUV9fX1v3//jjgNCAj9RWlp6blz5yQkJMaNG+ft7T1UK3AiTgMPyM7Ozs7ObmxsXL9+PQCgqKjo58+fOTk5FApFSkoqJiYGWjMjKCiora09b948nhdb+zOpe6d4wJEjR54/fz43N3fz5s1oNDotLe3169dEIpHBYDCZTBaLhcfjKRQKBoPBYDDt7e2CgoIsFgt6v5eQkJCUlIyIiOCtzrBSXV394cOHHz9+ODg4KCgo9Lc6sEAikZKTk799+1ZbWzt27Ng9e/bAmhwCAQGhOyoqKm7evCkgIODr6zvkc3ciTkNfSUlJefz4saWlJR6PP3XqlJCQkLq6ur6+/vr166FRhPb2di7LtMAKCoUaO3Ys9HnSpEmTJk3i8sDm5ubq6mqo8uzApL6+PjMzMzMzk0AgQEM4cnJyFhYWmzZt6m/VeElDQ0NOTs6PHz9iYmKgZLdGRkZ79uxBwhcQEPqRhISE9+/f29jYDJMieYjT0HsaGxuzs7Pr6upqamqgNbvu7u79rRTvERcX7/fkGWQymV2PSlBQkEwmAwCysrLCw8MFBARkZGTGjx+/YsWKQV2hqqmpqaioqKSkpLS0tL6+nslk4vH45uZmYWFhaDRISkpKW1t72bJlI0aM6EtyJwQEBB7y7Nmzs2fP9rcW/ANxGv7DxcVl3LhxUMLOpqamxsbGmpqa6upqExOTjgF0VVVVqampqampFApFQkJCT09PTk7Ox8enHzUfqmzdurWmpmbUqFGSkpJQBmIMBsMuHwDFYHp7e7MTCA5Sampq4uLivn79qqCgAK2FmTp16lCdUkFAGGK0trb2bzkr/gO700Cn03Nzc7W1taGxeiqVWlBQoKWlBa3NIxAIcnJyOByOQCC8ePFCTExs4cKF/RJrikKhjI2Nr127xmKxJCQkZGRkZGVlJ0yY8Pz588bGRmjQm8ViKSkp6enp2dvb93vV1CHP+fPnU1JSysrKSkpKoIQQW7du7ff5wqamJjwe35dfv7q6Oj8/Pzc3t6ioCJpJmTFjxqpVq+ArwIiAgAAToqKimpqad+/e3bx5Mxz9/9WAysvLCwgI8NOAwus0ZGdnr1mzZuzYsXl5ed+/f6+rqzMyMlJTUyORSAkJCZGRkQkJCaWlpYGBgebm5ocOHUpPTz979mxaWhpMD9CWlpaQkBARERFZWVllZeWOeUDHjx//+vXr9evXd1pQq6OjA4cmCJyJjo5OS0trb2+HVm3gcLgfP35kZmb2y5h8bm7u3bt3BQUFaTSapKQkhUKhUCh0Ol1TU3PlypXcvGdUVVVduXIFCixVVFTU1NScOXPm1q1bEUcBAWGws2nTplu3bjk6OioqKsrIyEyYMIH7iDHOcDCgX79+jYiISEhIoNFoLi4u/DGgEPA6DS9evPj3339dXV0XLFjw7du38PBwOzs7e3t7S0vL+Pj4oqIiU1PTZ8+excTE6OnpQTmJr169Wl5eDlMqjFOnTmEwmIULFxKJxLy8vKdPn3758oVAIIwcOfLff/8lEokvX74sLy/H4/FWVlYKCgrcpM1H4Dnl5eUxMTE2NjbsTFb9BZ1ODwgIEBQUdHd3/3MBVW5urrOzs5+f319jPm7fvn348OHhNoyJgDAcYDKZFhYWKioqmZmZiYmJAQEBMTEx7MKYfYGDAU1OToYMaHx8PFTWkg8GFAJep2HlypWmpqZv374lEAhTp049derU4sWLAQD6+vqpqal2dnahoaFOTk5jx44NDg5WUVGZPXv22rVr4Tvh48ePJyUlBQcHKyoqzpw5U1NTMz8/f8uWLR8+fECj0fLy8rt27QIA1NbWPnz4sLm5GSr7i0KhWCyWgIAAtBaRwWCIiIhMmjTJ0NCQJ1cGQiewWGxTU9PVq1d37NjBw4Dk1tbWv5Yw7khhYeHZs2cPHDigpaXVZQMtLS13d/fr16/b2tpy7kpGRubWrVvCwsIAgLa2NqjWMwAAKo5Ho9EOHTo0lHLGISAMbe7cufPjxw9paWk0Gk0mk9XV1UePHr18+fIdO3ZAtzlP4GBAs7KyrK2tQ0NDd+3apaamFhQUxAcDCgGv03D16tVly5bt2rXL1tY2MjISh8NBk8E4HA6DweDxeKiIZ11dXUREBPTv3r17w8PD2XVcjhw5wnOtsFhseXm5v78/k8nMy8ubOnWqi4vLX4+iUCgAAKjoUXNzc3p6uq+vL5lMxmKxJiYmHA6Mj4+Hov3hY2iISExMhBJIAwAEBQXLy8vnzJmjqKiopqYmIiLC5agPhUKBUlYDAAQEBNhHZWdnV1dXE4nEt2/fTpw4sctjyWRydXV1U1NTa2srjUYTExObOHHizZs3u5PV0tJSVVVVUVFBJBLZGzMzMz9//vynN8n+66FQqE6RGe3t7StWrJg0aRKXJWfy8/PFxMRgDZYsLS0FALx//x4+EdXV1S0tLV++fIFPRENDQ0VFxa9fv+ATQSKRcnJyysrK4BPBYDCSkpKamprgEwGGyjOEPyKSk5PFxMRUVVVbW1uhjb9///79+zfPZXEwoHg8nhsDCgfwOg3V1dVr1641MTGZOXNmaWmpkZFRSkqKiYnJ9+/frays2M0eP35MIBC8vLy2b9/+6tUraLAF2sUu0AcTf6ZF4hIWi5WTk/P58+e0tDR7e3sOj/tei+CeoSHC19fX1ta2k0EtLCyMjY2tqKiAghugiFRRUdGJEydOmTLlz3mBBw8eHDt2bNKkSRMmTGCxWFBxChqNZm9vP2PGDBcXF2lpaXt7+y4V2Lt378SJE//55x81NbWOizKoVCqRSITydpeUlEBPJSaTOXHixG3btunp6eFwOHbje/fuTZ06tbsiF83NzQ0NDQ0NDY2NjbW1tUQisba2VlBQcMGCBSwWi8tlOK9evYJ7yWVMTAwAANZy1ampqeXl5cuWLYNPRH5+fmJioqWlJXwiampqnjx5Ym1tDZ8ICoUSEBDg7OwMnwgwVJ4hfBCxYcOGiRMnwvE2ywYqQgs4GtCOlxwHAwoH8DoNhw8ftrKyunjxIoVCefnyZVNT04IFC27fvi0tLW1ubs5uZmlpuXLlSl1dXUVFRTqdDnlP/UJRUZG3t3dzc7OEhMTo0aPZuQHodDoajZaRkREUFKyoqIA2jh07dsGCBdCMBgJMaGhoaGhodNrY3NyclpZ25coVqJ6WkJCQmpqajIyMpKTk5MmTY2JicnNzU1NTmUymhoaGmJgYlUqNiYn5+PFjRkbG9evXu5N16tSpz58/3717l0qlSkhItLa20ul0QUFBNBoN1RnS19dfsWJFd/UJm5qaoGjN1tbWtLQ0AEBDQ0N1dTWVSoUGPBgMhpSUlJSUlKSkpLS09Lhx40xNTWVlZftSAhQBAYFvMJnM/Px8TU3NiIiI+fPnwy2OgwE1NjZmN+OzAYX3aWVsbPzr16+qqiolJSUAgLS0dGZmZnV1daeK4OLi4h8/fqytrcXhcP2bR0hdXf3atWv5+fkfP34sKSmRlpbW0dExMjKCFrHU19eTyWSkSF2/Iy4ubm5uzvY7KRRKYWFhY2NjXV1dQUFBXV1dbW0tAIDBYGAwGCaTqaurO378eBUVleDgYA55HURFRRcuXLhw4cLGxsaSkpK8vLz8/HwKhYLD4Wpra2tra79//w4AgCKTmUymgoLCqFGjVFVVc3Nzv337pqCgYGBgICwsrKioOGrUKBQKpaioiITTIiAMGdBo9OLFiz08PEJDQ52dnTds2NBxCR7PGZgGFPZXHBQKBZ3wf/Kw2E4nzIbLCV24QaFQY8aMGTNmDACgtbU1Ozv76NGjV69eBQAMkyyhgw48Hq+trd3d3paWlqysrIiIiPLy8qSkJAKBsH///o6eX0VFRUZGxs+fP6FxCxQKJSkpqaqqqqWltXTpUg6ZISorK8vKynJzc6WlpU+ePAltJBAIurq6Q7gGNwICwurVq5csWRIaGvr48WM0Gq2lpWViYgLHXT8ADSgyLsoJUVHR379/82EYCgE+xMTEpkyZAlXwCg4Onj9//v3791kslrCwcHV1NQqFGjly5IQJE3pRxEFJSUlJSanjOCECAsIwgR2HCADIy8v78uXL3bt3AQAYDEZFRUVTU1NTU7M7Az+oGTpOA4PBgLL1iYiI8LDPkJCQ3bt3x8XFycrKKikpIWssBzsSEhIODg4FBQWioqJItmYEBIS+wx6cBgAwGIzy8vKCgoK3b99mZGTs2rVLVlZWRkZmyFTKHuhOw71796DhX11dXSj8DY1GKygozJ07Nz8/PyEhAY1GQ3PGGAwGCl4jkUg4HE5fX3/KlCl9TKiJwWDu3r0LhbhnZGS8ffu2pqZmzJgxMjIy0tLS0L/CwsL9noMIoadoamr2twoICAhDEAwGo6qqqqqqamFhUVdX9+nTp9ra2rq6OhqNxmKxUCiUiYlJfX09kUhsbGyE4q6kpaWhkQl1dfV+z5T/Vwa606Curm5padnQ0JCRkaGqqrpy5UoUClVeXh4ZGampqXn8+PEu49qoVGpaWtqjR4/q6+sBAEwmE4PBMBgMaWnpMWPG/PW3odPpzc3NKBRKSkpKQUGh4/sog8GorKysr6+vq6v7/ft3bW0tu4QSAKC5ubmsrCwjIyMlJWWwF1JCQEBAQOgLMjIya9eu7bilvb09JSVFVVVVSUmJ/bZZX19fUFCQnp7+4sULKCHQQGagOw3Tp08HAEhJSZmZmbE3Kisrd0zz8Cc4HI49jd2RhoYG6Ld59eoViURisVixsbFQPWsUCoVGo2k0GhaLRaFQcnJyJBKpvb2dyWRSqVQcDodCoahUKrR35MiRSkpKbW1tNTU1dDodyiYEJe0xNTXdt28f4jEgICAgIHRCSEjI1NS000ZpaWlpaWkjIyPoa3h4ON/16gED3WngLVJSUpMnT2anzgC9SgbCZDIrKioqKirGjh27bt26gT+ahICAgICAwBOGl9PAE9BotLKysrKycn8rgoCAgICAwFeQUXQEBAQEBAQErkCcBgQEBAQEBASuQJwGBAQEBAQEBK5AnAYEBAQEBAQErhjogZBQiSD4YFchQkT0uwgikZicnAxr3rTKysr09HQJCQn4RJSVlYmKikIJQmCiqKiopaWFTqfDJyIvLw8AICwsDKsIuC+qioqKsrIyWEU0NTVVVlbCKoJGoxGJxCFwgyMihgYoKMfAwOTw4cNZWVmwiqDRaHBn90REcAmdTsdgMFANycErgsFgQDk/BrUIJpMJAIBbBIvFgrUEKB9EsFgsBoMBa3FzPogAQ+UZMjRESEpKPnnyBFYRfWFAOw0ICAgICAgIAwckpgEBAQEBAQGBK4a+01BaWsrO5s1kMlNTU9vb26GvVCo1OzubwWBAXwkEAoPBCA0NbWhoAADk5ORERUVBu54+fdrU1MSNCKjbzMzM7kTQ6fQ+imhubv758yd7iAgOEZ365JUIAACdTs/KyuKgPJVK7V3PbP76K/ddBPjbr9x3EX/9lXlyFh1P58/+y8rKbnegoKCgp91yeS4MBqPvsv563/VRxF+vq76L+Ovd0RcRPbrBe/fr9+gx1XcRgIvbsI8iuHmY8Oo2GSwM9EDIvsBkMn/8+LFkyZLo6GgtLa2WlhYjIyMtLa3s7OyoqCgMBmNkZKSmpkYikb5///727duEhIQJEyY8f/6cyWSuXbv29OnT4eHhVVVVzc3N27dvr62t/asIaOORI0cyMzMjIiLKy8v/FDFmzJh37971WsSPHz9mz55tYmJSXFwcFhaGw+HYIr59+/bu3buEhISRI0f+v/bOL6TJLo7jp6aPXoQkXenCF5colE1Bgpn5J525QCybdCEIXYXgVXnR3SuiECZKdiWhRBCERQbWhWE3hU/mIiEsZy6cDYwmTL1JIv8878XBcXjePDt7zlGafT8Xskfm77Oz3/kefm7iXr16ZVnBPmxd11dXV6OXb9++HR0d1XU9PT393bt34gqK3+9vaGjIy8sLBAI+ny8SibCisbExXddDodCvX7/irRyF02VVCk6XVSk4XVa7CspOS2hqaurr66uvr6d3+/HjR1xlY66FzV16erqkK2buMjMzLSs4+4rNXU5OjmUFJx1s7pxOZ7wK8YBb7r74MaVKQb8ZM4YyCsHDRElMEoj9/ErD/Pz8zZs3f/78Sf/wrb+/v6GhYWRkZGBgYHV19fbt262trRMTEydPngwGg8Fg8MyZMzabraqqanx8nBDy+vXrEydOTE9PT0xMFBcXa5oWU0EIGR0dffPmDb3NKgKBgBLF0NBQV1fXs2fPamtrHz9+zCpmZ2epIikpSUbB1hwfH2cvP336RBXJyclxKShPnz5tbGwcHh622+2Tk5MmEa2saVplZWW8laNwuswqzp49a1lBdu6yKgWnywpXEWWn+oSQgoKCf7dxOp1xlY25FjZ3ki6R3MkoOPuKzZ2MgpMONncWFOIBZ7tvGIa4SPyYYhVbW1uWFUQshjIKwcNkc3NTPiYJxH4eGnJych49epSXl0cv/X7/8PCww+Ho6urKzs72+/1FRUWEkMLCwsXFxZaWlrW1tcrKyqqqKl3XZ2ZmHA7HxYsXX7x4oeu62+0WUSwtLbW3t9+5cydqjCpCoRBVnD9/XkbR1tZ25cqVb9++PX/+vLy8nFUEg0GquHDhgoyCrTk1NcVefvnyhSouX74cl4JSX1/f29tbUlIyOzvrcrlMIlr5xo0bbrc73spROF1mFdXV1ZYVnC6rUnC6rEphetJ+W58Q8vLly9pt2E+BF4ezFjZ3Mi7B3MkoOPuKzZ2MgpMONncWFOIBZ7t/4MABcZH4McUqDh48aFkhGEMZheBhYrPZ5GOSQOzntydMLC8ve73ejo6Oa9euPXz4UNO01NRUQoimacnJySkpKY2NjYSQjIyMcDj85MmTmpqampqalpaWra2t7u5uEUVzc7PH4/n48WMkEpmZmdlJYbfbLStSUlLu3bt369atzs5Ol8vFKjRNiyoIIZYVbE2bzaZQcffu3bq6uqtXr16/fn1sbMwkUvLgOV1WpeB0WZWC02VVCpad6i8sLLhcrp6eHnq3tLS0eCvz18KGghBi2SWYu6mpKcsKzr5iQ/HhwwfLCk46WMX09LRkUzgBV9V9wQ0soxCMoYxC8DBREpMEYj+/0mDi2LFjhw8fJoTQr6dOnXr//j0hxOfzZWRksPcsKyvr6enxeDz0/b/Pnz8XFhaKKNxuN/3DmZWVlbm5OVZh+lRMy4oHDx4MDQ35fD6v12taRVZWlhIFW9PpdLKXDodDRhEOh+vq6oqLiysqKkKhkEmk5MFzuqxKwemyKgWny6oULJz6hw4d+mcba/+2gbMWU+4su8RzZ1nB2Vem3FlWcNJhyp1kUzgBV9V98Q28G01XpRA/TORjkkgY+53Tp0/Pzc0ZhvH169eKiorS0lKPx7OysjI/P5+bm1tUVFRdXb25ucn+yODgYFZWFr3d3Nzs9XoFFZRAIHDu3DnDMHZDcenSpaNHj+bn5+fn5/f19bGKjY0NJQq25vr6ukLF5OTk8ePH3W53aWlpJBIxiWQqR+F0WZWC8tsuq1Jwuqx2FZSd6o+MjKSlpeVuc//+fQvFOWthQyHvipk7GQVnX7GhkFFw0qFEIRJwye6LHFOqFJSYMZRRCB4mSmKSQPx1/9wpEokcOXKE3t7Y2AiHw3a7ffd0Caow1VSoMAzj+/fv0V8xd+n5QZf/tPp77ErQfbU36fh/5cTtyB4o9vgw+fP564YGAAAAAFhjv7/7AgAAAABFYGgAAAAAgBAYGgAAAAAgBIYGAAAAAAiBoQEAAAAAQmBoAAAAAIAQGBoAAAAAIASGBgAAAAAIgaEBAAAAAEJgaAAAAACAEBgaAAAAACAEhgYAAAAACIGhAQAAAABC/Aejh720FqKY+QAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# plot the fields to see\n", "mv.plot(data_on_subarea)" ] }, { "cell_type": "code", "execution_count": 33, "id": "dccac302", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# add some automatic styling and zoom into the area\n", "margins = [5, -5, -5, 5]\n", "view_area = [a + b for a, b in zip(data_area, margins)]\n", "coastlines = mv.mcoast(map_coastline_land_shade=True,\n", " map_coastline_land_shade_colour=\"RGB(0.85,0.85,0.85)\",\n", " map_coastline_sea_shade=True,\n", " map_coastline_sea_shade_colour=\"RGB(0.95,0.95,0.95)\",)\n", "view = mv.geoview(map_area_definition=\"corners\", area=view_area, coastlines=coastlines)\n", "cont_auto = mv.mcont(legend=True, contour_automatic_setting=\"ecmwf\", grib_scaling_of_derived_fields=True)\n", "mv.plot(view, data_on_subarea, cont_auto)" ] }, { "cell_type": "markdown", "id": "fc35f91a", "metadata": {}, "source": [ "## Point reduction with regridding" ] }, { "cell_type": "code", "execution_count": 34, "id": "5ce32b37", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# let's plot the data points to see what the grid looks like\n", "gridpoint_markers = mv.mcont(\n", " contour = \"off\",\n", " contour_grid_value_plot = \"on\",\n", " contour_grid_value_plot_type = \"marker\",\n", " contour_grid_value_marker_height = 0.2,\n", " contour_grid_value_marker_index = 15,\n", " )\n", "mv.plot(view, data_on_subarea[0], gridpoint_markers)" ] }, { "cell_type": "code", "execution_count": 35, "id": "b028c290", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# regrid to a lower-resolution octahedral reduced Gaussian grid\n", "lowres_data = mv.read(data=data_on_subarea, grid=\"O80\")\n", "mv.plot(view, lowres_data[0], gridpoint_markers)" ] }, { "cell_type": "code", "execution_count": 36, "id": "3ac779ae", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# regrid to a regular lat/lon grid\n", "lowres_data = mv.read(data=data_on_subarea, grid=[3, 3]) # 3 degrees\n", "mv.plot(view, lowres_data[0], gridpoint_markers)" ] }, { "cell_type": "markdown", "id": "1b9b9b53", "metadata": {}, "source": [ "## Masking" ] }, { "cell_type": "code", "execution_count": 37, "id": "68e9d977", "metadata": {}, "outputs": [], "source": [ "# masking in Metview means defining an area and either:\n", "# creating a field with 1s inside the area and 0s outside (missing=False)\n", "# or\n", "# turning the values outside the area into missing values (missing=True)" ] }, { "cell_type": "code", "execution_count": 38, "id": "3985df1f", "metadata": {}, "outputs": [], "source": [ "# we will use temperature data at step 0 to be masked\n", "t0 = data.select(shortName='2t', step=0)" ] }, { "cell_type": "markdown", "id": "bbacd0a1", "metadata": {}, "source": [ "### Geographic masking\n", "This is where we define regions of a field to be preserved, while the points outside those regions are filled with missing values." ] }, { "cell_type": "code", "execution_count": 39, "id": "e0bf8837", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# define a rectangular mask\n", "rect_masked_data = mv.mask(t0, [48, -12, 63, 5], missing=True) # [N,W,S,E]\n", "mv.plot(view, rect_masked_data, cont_auto)" ] }, { "cell_type": "code", "execution_count": 40, "id": "a7db54ac", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# define a circular mask - centre in lat/lon, radius in m\n", "circ_masked_data = mv.rmask(t0, [45, -15, 800*1000], missing=True) # [N,W,S,E]\n", "mv.plot(view, circ_masked_data, cont_auto)" ] }, { "cell_type": "code", "execution_count": 41, "id": "2f4f5e1c", "metadata": {}, "outputs": [], "source": [ "# polygon area - we will use a shapefile from Magics\n", "import shapefile # pip install pyshp\n", "\n", "# download a shapefile with geographic shapes\n", "filename = \"ne_50m_land.zip\"\n", "if not mv.exist(filename):\n", " mv.gallery.load_dataset(filename)\n", "\n", "sf = shapefile.Reader(\"ne_50m_land.shp\")" ] }, { "cell_type": "code", "execution_count": 42, "id": "b86d29f5", "metadata": {}, "outputs": [], "source": [ "# extract the list of points for the Great Britain polygon\n", "shapes = sf.shapes()\n", "points = shapes[135].points # GB\n", "lats = np.array([p[1] for p in points])\n", "lons = np.array([p[0] for p in points])" ] }, { "cell_type": "code", "execution_count": 43, "id": "078fbe84", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "poly_masked_data = mv.poly_mask(t0, lats, lons, missing=True)\n", "mv.plot(view, poly_masked_data, cont_auto)" ] }, { "cell_type": "markdown", "id": "d6730897", "metadata": {}, "source": [ "### Frames\n", "Frames are useful to supply boundary conditions to a local area model.\n" ] }, { "cell_type": "code", "execution_count": 44, "id": "b36665c1", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# the frame parameter is the width of the frame in number of grid points\n", "data_frame = mv.read(data=t0, area=data_area, frame=5, grid=[1,1])\n", "mv.plot(data_frame, cont_auto)" ] }, { "cell_type": "code", "execution_count": 45, "id": "daa9da64", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mean value for original data : 290.50474329841205\n", "mean value for rect masked data : 286.387063778148\n", "mean value for circ masked data : 289.58698738395395\n", "mean value for poly masked data : 288.6206938091077\n", "mean value for framed data : 293.29336794339696\n" ] } ], "source": [ "print('mean value for original data :', t0.average())\n", "print('mean value for rect masked data :', rect_masked_data.average())\n", "print('mean value for circ masked data :', circ_masked_data.average())\n", "print('mean value for poly masked data :', poly_masked_data.average())\n", "print('mean value for framed data :', data_frame.average())" ] }, { "cell_type": "markdown", "id": "8b3fe3c7", "metadata": {}, "source": [ "### Computational masking\n", "This is where we generate masks consisting of 1s where the points are inside a given region (or satisfy some other criteria) and 0s otherwise. We can then combine these and use them to provide a missing value mask to any field." ] }, { "cell_type": "code", "execution_count": 46, "id": "52c162c5", "metadata": {}, "outputs": [], "source": [ "# contouring for 0 and 1 values\n", "mask_1_and_0_contouring = mv.mcont(\n", " legend=\"on\",\n", " contour=\"off\",\n", " contour_level_selection_type=\"level_list\",\n", " contour_level_list=[0, 1, 2],\n", " contour_shade=\"on\",\n", " contour_shade_technique=\"grid_shading\",\n", " contour_shade_max_level_colour=\"red\",\n", " contour_shade_min_level_colour=\"yellow\",\n", ")" ] }, { "cell_type": "code", "execution_count": 47, "id": "3490ff30", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# define a rectangular mask\n", "rect_masked_data = mv.mask(t0, [48, -12, 63, 5], missing=False) # [N,W,S,E]\n", "mv.plot(view, rect_masked_data, mask_1_and_0_contouring)" ] }, { "cell_type": "code", "execution_count": 48, "id": "508c4e97", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# define a circular mask - centre in lat/lon, radius in m\n", "circ_masked_data = mv.rmask(t0, [45, -15, 800*1000], missing=False) # [N,W,S,E]\n", "mv.plot(view, circ_masked_data, mask_1_and_0_contouring)" ] }, { "cell_type": "code", "execution_count": 49, "id": "da873ee9", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# we will now define a mask based on the land-sea mask field; let's plot it first\n", "lsm = data.select(shortName='lsm')\n", "lsm_contour = mv.mcont(\n", " legend=True,\n", " contour=False,\n", " contour_label=False,\n", " contour_max_level=1.1,\n", " contour_shade='on',\n", " contour_shade_technique='grid_shading',\n", " contour_shade_method='area_fill',\n", " contour_shade_min_level_colour='white',\n", " contour_shade_max_level_colour='brown',\n", ")\n", "mv.plot(lsm, lsm_contour)" ] }, { "cell_type": "code", "execution_count": 50, "id": "d25af07a", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# for the purposes of our mask, consider lsm>0.5 to be land\n", "land = lsm > 0.5\n", "mv.plot(land, mask_1_and_0_contouring)" ] }, { "cell_type": "code", "execution_count": 51, "id": "820691ba", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# combine the masks with the 'or' operator (only useful for 1/0 masks)\n", "# use '&' to compute the intersection of masks\n", "combined_mask_data = rect_masked_data | circ_masked_data | land\n", "mv.plot(combined_mask_data, mask_1_and_0_contouring)" ] }, { "cell_type": "code", "execution_count": 52, "id": "31c18236", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "execution_count": 52, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# use this mask to replace 0s with missing values in the original data\n", "combined_mask_data = mv.bitmap(combined_mask_data, 0) # replace 0 with missing vals\n", "masked_data = mv.bitmap(t0, combined_mask_data) # copy missing vals over\n", "mv.plot(masked_data, cont_auto)" ] }, { "cell_type": "markdown", "id": "d24cf839", "metadata": {}, "source": [ "## Vertical profiles\n", "Vertical profiles can be extracted from GRIB data for a given point or area (with spatial averaging) for each timestep separately." ] }, { "cell_type": "code", "execution_count": 53, "id": "43eb9029", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypegridType
Message
0ecmftisobaricInhPa10002022060812000fcreduced_gg
1ecmftisobaricInhPa9252022060812000fcreduced_gg
2ecmftisobaricInhPa8502022060812000fcreduced_gg
3ecmftisobaricInhPa7002022060812000fcreduced_gg
4ecmftisobaricInhPa5002022060812000fcreduced_gg
5ecmftisobaricInhPa4002022060812000fcreduced_gg
6ecmftisobaricInhPa3002022060812000fcreduced_gg
7ecmftisobaricInhPa2502022060812000fcreduced_gg
8ecmftisobaricInhPa2002022060812000fcreduced_gg
9ecmftisobaricInhPa1502022060812000fcreduced_gg
10ecmftisobaricInhPa1002022060812000fcreduced_gg
\n", "
" ], "text/plain": [ " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", "Message \n", "0 ecmf t isobaricInhPa 1000 20220608 1200 0 \n", "1 ecmf t isobaricInhPa 925 20220608 1200 0 \n", "2 ecmf t isobaricInhPa 850 20220608 1200 0 \n", "3 ecmf t isobaricInhPa 700 20220608 1200 0 \n", "4 ecmf t isobaricInhPa 500 20220608 1200 0 \n", "5 ecmf t isobaricInhPa 400 20220608 1200 0 \n", "6 ecmf t isobaricInhPa 300 20220608 1200 0 \n", "7 ecmf t isobaricInhPa 250 20220608 1200 0 \n", "8 ecmf t isobaricInhPa 200 20220608 1200 0 \n", "9 ecmf t isobaricInhPa 150 20220608 1200 0 \n", "10 ecmf t isobaricInhPa 100 20220608 1200 0 \n", "\n", " dataType gridType \n", "Message \n", "0 fc reduced_gg \n", "1 fc reduced_gg \n", "2 fc reduced_gg \n", "3 fc reduced_gg \n", "4 fc reduced_gg \n", "5 fc reduced_gg \n", "6 fc reduced_gg \n", "7 fc reduced_gg \n", "8 fc reduced_gg \n", "9 fc reduced_gg \n", "10 fc reduced_gg " ] }, "execution_count": 53, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t0 = data.select(shortName='t', step=0)\n", "t0.ls()" ] }, { "cell_type": "code", "execution_count": 54, "id": "09659f27", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# the vertical profile view extracts the data for every level and generates a plot\n", "vpview = mv.mvertprofview(\n", " input_mode=\"point\",\n", " point=[-50, -70], # lat,lon\n", " bottom_level=1000,\n", " top_level=100,\n", " vertical_scaling=\"log\",)\n", "mv.plot(vpview, t0)" ] }, { "cell_type": "code", "execution_count": 55, "id": "8c57a691", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.0 [1000.0, 925.0, 850.0, 700.0, 500.0, 400.0, 300.0, 250.0, 200.0, 150.0, 100.0]\n", "6.0 [1000.0, 925.0, 850.0, 700.0, 500.0, 400.0, 300.0, 250.0, 200.0, 150.0, 100.0]\n", "12.0 [1000.0, 925.0, 850.0, 700.0, 500.0, 400.0, 300.0, 250.0, 200.0, 150.0, 100.0]\n", "18.0 [1000.0, 925.0, 850.0, 700.0, 500.0, 400.0, 300.0, 250.0, 200.0, 150.0, 100.0]\n", "24.0 [1000.0, 925.0, 850.0, 700.0, 500.0, 400.0, 300.0, 250.0, 200.0, 150.0, 100.0]\n", "30.0 [1000.0, 925.0, 850.0, 700.0, 500.0, 400.0, 300.0, 250.0, 200.0, 150.0, 100.0]\n", "36.0 [1000.0, 925.0, 850.0, 700.0, 500.0, 400.0, 300.0, 250.0, 200.0, 150.0, 100.0]\n", "42.0 [1000.0, 925.0, 850.0, 700.0, 500.0, 400.0, 300.0, 250.0, 200.0, 150.0, 100.0]\n", "48.0 [1000.0, 925.0, 850.0, 700.0, 500.0, 400.0, 300.0, 250.0, 200.0, 150.0, 100.0]\n", "54.0 [1000.0, 925.0, 850.0, 700.0, 500.0, 400.0, 300.0, 250.0, 200.0, 150.0, 100.0]\n", "60.0 [1000.0, 925.0, 850.0, 700.0, 500.0, 400.0, 300.0, 250.0, 200.0, 150.0, 100.0]\n", "66.0 [1000.0, 925.0, 850.0, 700.0, 500.0, 400.0, 300.0, 250.0, 200.0, 150.0, 100.0]\n", "72.0 [1000.0, 925.0, 850.0, 700.0, 500.0, 400.0, 300.0, 250.0, 200.0, 150.0, 100.0]\n" ] } ], "source": [ "# let's plot a profile for each forecast step of temperature\n", "\n", "# we will extract one Fieldset for each time step - each of these Fieldsets\n", "# will contain all the vertical levels of temperature data for that time step\n", "# we will end up with a list of these Fieldsets and plot a profile for each\n", "\n", "steps = mv.unique(mv.grib_get_long(data, 'step'))\n", "data_for_all_steps = [data.select(shortName='t', step=s) for s in steps]\n", "for f in data_for_all_steps:\n", " print(f.grib_get_long('step')[0], f.grib_get_long('level'))" ] }, { "cell_type": "code", "execution_count": 56, "id": "2b68ff9f", "metadata": {}, "outputs": [], "source": [ "# we will plot the profile for each step in a different colour - generate a list\n", "# of 'mgraph' definitions, each using a different colour, for this purpose\n", "nsteps = len(steps)\n", "colour_inc = 1/nsteps\n", "graph_colours = [mv.mgraph(legend=True,\n", " graph_line_thickness=2,\n", " graph_line_colour='HSL('+str(360*s*colour_inc)+',1,0.45)') for s in range(len(steps))]\n", "\n", "# define a nice legend\n", "legend = mv.mlegend(\n", " legend_display_type=\"disjoint\",\n", " legend_entry_plot_direction=\"column\",\n", " legend_text_composition=\"user_text_only\",\n", " legend_entry_plot_orientation=\"top_bottom\",\n", " legend_border_colour=\"black\",\n", " legend_box_mode=\"positional\",\n", " legend_box_x_position=2.5,\n", " legend_box_y_position=4,\n", " legend_box_x_length=5,\n", " legend_box_y_length=8,\n", " legend_text_font_size=0.4,\n", " legend_user_lines=[str(int(s)) for s in steps],\n", ")\n", "\n", "# define the axis labels\n", "vertical_axis = mv.maxis(\n", " axis_type=\"position_list\",\n", " axis_tick_position_list=data_for_all_steps[0].grib_get_long('level')\n", ")\n" ] }, { "cell_type": "code", "execution_count": 57, "id": "cbcc935e", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# finally, the magic happens here - the vertical profile view extracts the data\n", "# at the given point at each level\n", "vpview = mv.mvertprofview(\n", " input_mode=\"point\",\n", " point=[-50, -70], # lat,lon\n", " bottom_level=1000,\n", " top_level=100,\n", " vertical_scaling=\"log\",\n", " level_axis=vertical_axis\n", ")\n", "mv.plot(vpview, list(zip(data_for_all_steps, graph_colours)), legend)" ] }, { "cell_type": "markdown", "id": "36a9596a", "metadata": {}, "source": [ "## Thermodynamic profiles\n", "\n", "A special version of the point profile extraction is implemented by [mthermo_grib()](../gen_files/icon_functions/mthermo_grib.rst), which generates input data for thermodynamic diagrams (e.g. tephigrams). Metview is \n", "able to use these profiles to compute thermodynamic parcel paths and stability parameters like CAPE and CIN." ] }, { "cell_type": "code", "execution_count": 58, "id": "341f3ea2", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# extract temperature and specific humidity for all the levels \n", "# for a given timestep\n", "tq_data = data.select(shortName=[\"t\", \"q\"], step=0)\n", "\n", "# extract thermo profile\n", "location = [33, -100] # lat, lon\n", "prof = mv.thermo_grib(coordinates=location, data=tq_data)\n", "\n", "# compute parcel path - maximum cape up to 700 hPa from the surface\n", "parcel = mv.thermo_parcel_path(prof, {\"mode\": \"most_unstable\", \"top_p\": 700})\n", "\n", "# create plot object for parcel areas and path\n", "parcel_area = mv.thermo_parcel_area(parcel)\n", "parcel_vis = mv.xy_curve(parcel[\"t\"], parcel[\"p\"], \"charcoal\", \"dash\", 6)\n", "\n", "# define temperature and dewpoint profile style\n", "prof_vis = mv.mthermo(\n", " thermo_temperature_line_thickness=5, thermo_dewpoint_line_thickness=5\n", ")\n", "\n", "# define a skew-T thermodynamic diagram view\n", "view = mv.thermoview(type=\"skewt\")\n", "\n", "# plot the profile, parcel areas and parcel path together\n", "mv.plot(view, parcel_area, prof, prof_vis, parcel_vis)" ] }, { "cell_type": "markdown", "id": "894e4cc9", "metadata": {}, "source": [ "## Vertical cross sections\n", "\n", "For a **vertical cross section** data is extracted along a transect line for all the vertical levels for a given timestep. We can choose wether we want to generate the cross section by **interpolating** the values onto the transect line or use the **nearest gridpoint** method.\n", "\n", "### Using the cross section view\n", "\n", "The simplest way to generate a cross section is to use the cross section view ([mxsectview()](../gen_files/icon_functions/mxsectview.rst)), which will automatically preform the data extraction on the input GRIB fields." ] }, { "cell_type": "code", "execution_count": 59, "id": "09d74c14", "metadata": {}, "outputs": [], "source": [ "# define the cross section line\n", "line=[66, -44, 38,-30] # lat1,lon1,lat2,lon2" ] }, { "cell_type": "code", "execution_count": 87, "id": "9c85fa8f", "metadata": {}, "outputs": [ { "data": { "image/png": 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o0aMYhtHpdDqdLhQKBQIBi8WiUCgtLS36+vpjx46dPn36+vXr169fLxaLX758iV8Clsvlfv311w4ODmS/AyBDdHR0Vq1a9fLlS/zTUE5OTkJCQtefzmQyp0+fvnv37vv377cu1dJWVFSUm5ubqqqql5dXJ6+zfv36/Pz8dlljYWGRkJAwa9asrtcjX6SbNdXV1U1NTfhtVVVVTU1NDMOeP39ubm5Oo9EQQhUVFf369SsrK3v06BE+X7umpiY3N3fixIn4s5ycnJycnD70+k+ePLlx48aMGTNEItGQIUOCg4OHDh2Kf6m4uJjFYmEY1iOLZgAFUFhYeOHChYKCAjabPXnyZFdXVyMjo/c3q6mpqa+vxzCs9XcJIZSUlHTp0iUej0ehUExMTDqZa3P16tXZs2dfuXJl3bp1HzpqweVyhw4dWlFR0faz2KxZs6KiorqeNV0ZXDo6Oi9evPjQ4CKYdLNm586d9+/fRwiVlJR4eXmtWbPG3t7eyMiIz+dzOJyUlBQOh1NWVubh4REYGJicnOzq6lpSUhIXF9fFHwe+ZBd+Oz09fePGjbW1tWw2+8svvxw5cqSnp+eCBQskEsnQoUP19fUnT57cybVjgUKKjIzkcDivXr1qbGyUSCSWlpb+/v6Ojo6TJ092cXGprKwMCAhobm7GMEwgEAgEAgzDWlpaJBKJtrZ2v379GhsbBw4c+ObNGysrq59//nnAgAEf/Y5UKjUhIeHBgwcRERFv374Vi8UDBw7Ez4Gqq6tTU1MTCAQaGhpOTk5Lly7V0dFhMBimpqZ1dXVVVVXV1dVdf2udDK709PSkpCQOh8NgMMzMzLo3uHqcdLMmKioKIVRXV/fVV19t2rRp586dYWFh33///Zw5c9LS0kpKSpycnM6ePSuRSMaPHx8cHJybm9vuFfT19UNDQx8/fkyj0VpaWrS0tIYPHz5hwgRjY+N2Wzo6OuJr6AgEgsTExFu3bj1//pxGo0kkkqSkJIQQjUabM2eOVN8vkDWOjo7W1tYmJibGxsYYhv3zzz8PHz4MDw83MzN7/vw5QohOp2tra2tpafXr109HRwfDsPr6+tLS0tTU1F27dllbW79+/Xro0KEvXrw4e/bs3bt3eTxeS0uLhoYGPplYX1/f2NjYzs6uXadjbW3d+uksIyOjpKQE3/Xb0tLC4/EiIiIQQt7e3qqqqhKJ5ObNm9ra2ubm5p90IZtOBldubi4+uLKzsxFCHxpcBCNiLl9wcPDo0aPnzJkzefLk77//fvz48bt27cIwLCws7Ny5cxYWFllZWc+ePePxeH369PHy8tq6detff/2FELKzs7t06RKTyaTRaDQa7ccff6RQKAMGDLhz5051dTWdTvf29v7666+lXb9cg7l8H1VeXh4TE1NdXV1ZWVlRUcFms3V1dXV1dSUSiUQiodFoIpGoT58+NjY2rq6ueBy8fv26tLS0oqKiqqqqpqamrKyspaWFSqVSKBT8FIcvvvhixIgRPf5jf38uX4eDS0tLy9fX99y5cw4ODqmpqR0OLuJJ/VewqakpMzNzz549CCEmk4nP9MXjg8Vi4Xvss7KyEELh4eHW1tampqZtn97Q0NB6e/78+UePHj158qS5ufnBgwebmpqioqJ8fX11dXUtLS0HDBhgaGhobGzcuoMGn+vZt29fZ2dn/NPTy5cvGxoahg4dqvBzGUAX7dixo6ys7Icffti7d2/fvn2PHj2qo6Pz0Wf179+/f//+7z+OYdj9+/cfPHiQnJxcXV0tkUjEYjGdTqdSqQwGA58Fhp9mxWazGxoaRo0ahbcn3fOhwcVisVoHF75KRIeDi2BSz5qLFy96e3vjDaS9vX12drajo2NmZmZAQEC7LdXU1KKjowMDA9suJ7pr1652m9na2r548cLCwkJPT2/IkCFjx46tra29d+9eQ0NDfX09n89v7dTodDqbzRYKhT///DOFQpFIJPhciUmTJinPVOMHDx40NDRAtn7Iw4cPq6ur586dO2zYMBMTkyNHjvTIy/br169fv35tH2lpaamqqnr79i2Xy21ubhaLxSwWSyKRbNiwoesvKxKJ2n4Q+dDgCgkJaffEDgcXwaSeNUePHt20aRN+e9asWR4eHvHx8Zqami4uLu9v7OXl5eLigmFY6yNtV7doJzs7++LFi3fv3sX/Ytja2u7YsaO1a83NzZ09e7abm5tYLM7Ly8vNzY2JiREKhZs3b46OjlaesQefoUhXXFyck5ODrxfu6enp7u7e9gjXJ8E/Q7Xe/dDgsrGxef+57w8ughF97qVIJKqsrOziPrDWa2V15WV37dpFp9Pxc6YQQnl5eZs2bdq9e/eTJ0++//57BoPRp08fGo02atSoBQsWdP8NyBvIGlJERkaeOXPG3NycwWAMGDBg2LBhLBZr9uzZn3kktPNzLz9pcBGP6F9BOp3+ST+LgwcPzpgx46Pzhul0uoODw9q1a1uzZuTIkbW1tZcuXTpy5Ii/v39OTk43LoMGwCeZMWOGmpoanU7Hr0Fx48YNIr/7pw4ugsn6n7vExMQ9e/YcO3bMwsKi3Zfq6uquX79+7969169fU6nUgQMHtjuqd+rUqdjY2KioqPXr1+P7zwCQktzc3D///LO+vv7mzZtNTU1UKlVNTY3somSLrGfNt99+a2hoiBC6ePFiXl5eSUlJS0sLfhiyd+/ednZ2K1assLa27vC5Ojo627dvnzZtmr29/Uc7IwA+SUZGRm5ubnV1dXFxsVAoNDQ0nD179i+//EKlUmGqeodkPWssLCzOnz8vEomMjIymT58+atSoT7oU45s3b7Kysl6+fJmVlcXj8bhcLpvNXrVqFb68BgDdtnHjxpEjR86fP9/R0REWSuwKWc8aV1dXV1fXbj99xYoVY8aM4fF4CKF+/fqNGDFi4MCBynAdaSAl69ate/36dUtLy6RJk7Zu3arYV+3sWbKeNZ/pzZs3x44dI7sKoAhqamoiIyMNDAwOHz5Mdi1ySZGz5vTp05qamvHx8devX3dxcZk/fz7ZFQE5IxKJDh8+nJ6eLhKJVFVV/f39P3X1ONBK/rKmsbExKioKv1gRhmGqqqoikYhCobi7u8+fP7/tJ2cdHR11dfXTp0/37t172rRp5JUM5AOfz7927Vp6evqbN2+am5uZTKZYLPby8vrzzz/hKvqfT86yBsMwd3f3WbNm/f77720f5/P5J0+e/OabbyQSCT4nmEqlisViCoUSHBwMC7mAtqqqqkpLS2tra/Pz8589e9bc3IwQotFodDrdxsZm0aJFsEdPGuQpa/Ly8hYuXBgaGjpmzJh2X1JRUZk3b968efPwu+Xl5du2bROJRKNGjYKgkS9v37719fV1cHBYsmQJvp7B5xCJRE+fPr13794///zD5XLx9Z40NTX79u2rqak5evTotWvXamlp9UjloHPylDUzZszQ0NDYvXv3kSNHRCIRvhi7hYWFgYEBn89/+fJlRUXFq1evSktLGxsbN23aFBERAXPz5Q6TycQ/vGzYsIHP53/99dfTp09///y127dvCwQCBweHvn378vn8HTt2lJeXYxiGn9CId7USiYROp/fv39/a2nr79u0mJiakvCOAk6ehWFBQEBwcXFhYKBQKEULV1dWHDx9uaGhQVVU1NjYeNWqUoaGhq6urvb09i8VydXXdvn37yJEjya4afJo7d+68fPlyz549jo6OfD5/165dAQEBFArFxsZmwoQJrf+h58+fT09Pd3BwEIlEIpFoyZIlkydPJrdy0Dl5ypqffvqprq6u3Vn/GIalpqZmZGTk5eX9888/NBrtwIEDzc3NO3fuhBUU5NFXX31lYmKyZs2a27dvq6io4JdcEAgE586dO3XqVFRUFI1GE4vFRkZGZ86cIfEKCeBTyUfWlJSUBAUFGRsb//TTT+2+xOPxRowYMWnSJFIKAz0rLS3t9OnTlZWV+CLurdhs9uzZs2fPnk1WYeDzyUfWBAYG7tixA79A9J07d37//fcXL17U19fjlzhjsVhqampGRkZ0On3AgAH4MmPv3r2j0WiPHj3i8Xiurq4xMTFkvwnwQcXFxfv27Xvz5s2wYcO2b99ubm5OdkWg58lB1qSkpOCXko6Ojj5z5sy7d+9Gjhzp5uY2YcIEKysrKpV6//79O3fuFBYWSiSSR48e4ZNuevXqRaVS6+vrWSwWj8c7e/asl5cXnBQna7Zv315YWKirq7tixYoOV1wCCkMOsiYhISEtLc3GxkZPT8/Ly2vp0qXtTkIZPXr0hyZE1NXVnTlz5vr169u2bdu/f/+1a9cIKRl0yY8//qirqwv/KUpC1rPm6tWrjx8/joiIcHNz68bT+/TpM3/+fDg7QdZkZGRERUXNnDlz2bJlZNcCCCLrWXPixIktW7a8f6EsINeOHj26ZcsWshZFA6SQ9Ut8FxQUdGUNDSBHQkNDLS0tIWiUjaz3NSdPnpw7d66FhcXXX3/du3fvQYMGwVlw8ovP58+fPz8gIMDf35/sWgDRZD1rTExMOBxOcnLy+fPnMQx7+/btixcvysvL8fPlEEK9evW6ceNG37592z4rPz8/NjY2Nzf377//hjW8ZURjY6O/v39UVNSXX35Jdi2ABLKeNTg3Nzc3N7e7d+9GRUVpamquWLFCR0dHV1e33ccrLpcbFxd3/fr16upqMzOzjRs3QtDIiNevXy9evHjPnj0ODg5k1wLIIR9ZIxaLfXx8mEzm6tWrO1yyMj09fe/evQ8ePLCwsJg5c+bs2bPbdTqALEuXLuXz+QihkydPGhsbk10OII18ZI23t7enp6eXl1e7xwUCwW+//Xby5Mm6ujozM7PDhw/Dn02C5efn9+nTp8NliWpqatavXz9p0iQ4sI27cuVKbm4uk8msqakxMDAICAhQqp2P8pE1jY2N7YImLS0tOjr6yZMn+vr6vr6+vr6+mpqaZJWnGDAMGzNmTFNTk6GhoZ6eXktLC5VK1dLSioyM7ORZ+CJ/Dg4O06dP/89//oMQamxsPHTo0P3791VVVVesWAFLVuDMzMwaGhp0dXUbGxtdXV0ZDIa7u7u5uXlYWFi3l9yVL3KQNfiFSF6/fv3o0aM3b948e/bszp07fD7f3d39t99+gz0yPYXJZGZlZcXHx8fExOzZs8fAwGDhwoUtLS2dP2vOnDkYhpWXlxcXFy9YsEAoFDIYjBkzZuzYsUN5Fk3vxN69e/l8vp+f35MnT+bPn5+SkqKvr5+Zmbls2bKFCxempaVt2LDhzZs3zs7OmzdvVuzLLcnBe6NSqc7OzhEREWlpaTQazcbGZseOHXAxAWmoqKi4dOlSYWHhmTNn1q5du2vXrg73jrWVlJSUmpqqr6+/c+dOYoqUF6tWrbpx44ZAIPD39w8MDGxqatq2bZu2tvbff//dv3//O3fuuLm5OTk5OTk5IYROnz49YcIEY2PjoKCgDn+3b968GR4ezmAwJBIJ4W+lZ8hB1iCEtmzZghBatWpVTk6Otra2ggXNiRMaHI7K3r2vyCrA2dlZXV3dzs4uPz//2LFjO3furKurO3nyZIcbz549m0aj7d+/f+vWrWVlZfb29seOHYP5lu9LSUmhUqlOTk741TAePny4fPny3r17W1tbv3nzJi8vr+3GPj4+Pj4+ERERnp6e9+7de/9M9/Dw8IMHDzY0NCxfvpzAN9GT5CNrcBERET4+PvhOgc7x+fz09PTGxsa6ujofHx8Z3wPX0oKuXVO9d09l1Cg+KQUcPnw4Li4uLS3twIEDmpqaV69evXLlCv6la9euJSYmlpWVOTs7Dxky5MqVK2PGjHn16lVQUFBYWNhXX31FSsGy7Pnz548ePXr+/Hl5ebm2traNjU1FRYW+vr6VldWFCxcQQgKBICwsrMMrLq1aterLL79cuXLlxYsX232JwWBQqdRevXoR8R6kQ56yBiHE5XI7OdJUVVUVGhpaUFDAYDBUVFT69u3LZrNHjRo1ZMgQIov8VDNn1h08qBkbq5WQQELWVFVV4QvgqKioODk5jRgxYteuXSKRqKqqKicnB1/JT0VFpaGh4dWrVwsWLPDw8CC+SDny66+/JiYmmpiYqKurV1ZWrly5sn///gkJCa3XaWez2Xv37n3/iXFxcRcvXlRVVT137lzrgxcuXGAymZMnTxYIBHQ6HcMwgt6GFMhZ1gwaNGju3LlMJlMoFPbq1WvHjh34PJrk5OT4+PiHDx9aWlomJiZ2eAhWZjGZkvnz327bptPjrc369euzs7Pv3btHpVIpFAq+iA2FQkEINTc3a2ho1NfXq6urjx07Njo62tDQECE0c+bMmJgYsVisrq5ubm5+/PhxHx+fkSNHMplM/HKcoEOFhYXBwcH41dSrq6snTJjw66+/1tXV9enTp6KiAl/IoaioiMFgiMViKpU6cOBAPz+/wYMHt77CkiVLdHR0du/ezWAwEEKvXr2aNm2anZ1dXV3dTz/99MUXX5D35noGRZZ3NdnZ2d26detDX83Ozl67dq1EInn48KFQKPziiy/WrFljaWlJYIE9BsMorq7GAwYIExJe9uDLxsTEXLp0ycDAwMXFJSgoqHvH7NLS0hoaGuDjUufS09O3b98uFArFYrFIJNLQ0ODxeHiy9+3bd/jw4Y6Oji4uLg0NDfjnoPv370dERGAYJhQKnz9/Hhoa6uPjgxD69ttvWSzWnj175s2bt27dOmtr67bfhc/nBwUFZWRkkPMmP4+c9TVt2draenl5HTp0aN26dVOmTJHra+5JqbVZvnw5m8329/f/+eefhw4dmp6ebmZm9qkvgh8oAZ1zdHS8dOkSflsgEOTk5NjY2Ly/o7B1OruxsbG2tvaLFy/YbLafn1/rXsiTJ09WVla6u7svWrSoXdDIO/meAREQEKChoZGSklJdXf2hbYqKilrXqJNlM2fW6emJYmN7eF205ubmVatWVVRU3Lp1qxtBA7qBzWZ/+eWXnRyRqKmpsbS0rK6u9vT0nDt37tu3bwMDA1u/qqurGx8fP3fuXEKKJY4c9zUIIRUVlRs3bty8eXPv3r3bt2/vcJvBgwf/888/P/7449atWwku75N8ZmszduzYIUOG4EubU6lUiUSCT8N7/fp1XFzchAkTpFAy6KrMzEwzM7PS0tJDhw69e/eOyWTa29s/fvw4MzMTIaStrd3uz4CMH83oHvnOGtz48eM3bdr0oa9SqdSff/558eLF+vr6QUFBBNb1yT7ngJSnp6dYLB48eHBmZua6detar2QYGRnp7Ozc05WCzqxfvz4rKwshhO+vEYlEurq6VVVV/fv3d3V1HTRokEAgGD58uLLNq1aQdztmzJjWT8utEhMT8fWkHBwcdHR07t+/v3jx4uXLl4eHh+NnHssavLXJyel1757Kpz53zZo1qqqqFApl8eLFCxcuzM7OlkaFoCvu3Lnj4OAwadIkdXV1kUhEo9Fqa2spFMrr16//+OOPqKio6Ojo+fPnJyUliUQisosljiL0NQihlStX+vn5ff31162PrF69mkKhXLt2rbCwsLi4WCAQDBgwoLS0lEaj6enp+fn5tZ3FIDs+p7VpPZ36wIEDc+fOjYiIgOtskuLmzZu//vprc3NzeHj4h/aR1dbWOjg4CIVCfK9wdnb22bNng4KC8JkHCklBsgafktAqNjb27du3IpFIU1NTIBD06dPn0KFDpqamCCGxWOzv789gMA4ePCiD6yv0yAGpvn37Hj9+fO3atTk5OT1bHugKKpW6aNGizrfR0tKaPXv2qVOnzpw58+jRo169ejk6Oir2pyoFeW8qKioCgQC/vXLlyrKystra2i1btiQnJyckJPz111940CCEqFTqoUOHhg0b1tTURF69nfn8A1IVFRXHjx+vrq7W0NDoubpAD9uyZcv169e9vb0HDx78ww8/8Pn8jRs3lpeXk12XtChIX0OlUtls9tGjR+/du8flcoVCYXx8vLq6eusGeXl5R48ezcjI2LJli62t7caNG0mstnNdb20OHjz4xx9/sFisQYMGqaiofPnll6qqqrt27XJwcHB2dr59+zaVSu386jOAdC9evEAIbd++3c7ObsaMGQp8jRQ5njfcDoZhMTExDg4OCxcu/O9//1tcXPz69Wsej1dZWVlVVSUQCAwMDJqamgQCQVBQUEBAgDQL/1xdn0ZcXl5+9OjRx48fYxj27NkziURibm7+xx9/mJiY4BtERkaGhoa2+4wJSMTlctteoPb58+cLFy60s7PrytULYd6wTMCvRowQysrKcnFxEQgE/fr16927t62t7YgRI9zd3eXown1db20GDhz4ww8/IITevn2roaFBpVJ//PHHqqqq1qwBMkUsFo8ePVpLS8vQ0JDL5SKEmEzmjh075OsMvu5RnKxp1adPH29vbz6fHxoaSnYt3fepB6RakxQ/DUeapYHuo1KpOjo6M2fO5HK5DAYDP2/76tWrPB4P34FYWVn55s2bwsLCuXPnBgUFyfjlUD6JAmYN+v9XIya7is/S7QNSa9asCQkJuX37tvRqA59j69atV65c6d+/P0KIzWZraGi0Bkrv3r3NzMyGDh0qEon27du3ZMmS+vp6PT29f/75R0ND4/2L2sgXxcyaKVOmbN26NSYmRq4PInZjrk1CQkJiYmJwcLBUCwOfY9y4cR+93judTl+2bBm+B+f58+cHDhzIyspKSkqS6yngipk1S5cuVVdX9/HxiYmJMTAwILucbvqk1mbbtm0FBQXNzc03btxQpMYbmJiY7Ny5s6GhIS4uDu+G5JQc/9nvnL+//6lTp5YtW1ZUVER2Ld3Xxbk26enphYWFN2/evHv3LgSNQlJTU1u/fj3ZVXwWhc0ahJCBgcHff/+9cuVK/BqX8qjdGVL19fWtVwJuKyEhwdvbm+jiAPgUivkZqpW2tvbt27enTp364MGDxYsXk11Od7Tda1NbW7t69ep169b5+PgMHz4cIYRhWHJyso2NDawtCWScIvc1ODabffnyZTab7ePj88svvyCEMAz74YcfnJycxo4dW1dXR3aBH9G2tTE2Ns7JyQkKCkpPT9+0adPdu3eFQuGGDRvwNW0AkGWKnzW49evXp6WlicXiOXPmeHh43LhxIygoKDU1tU+fPmSX9nFt99rQ6fT//ve/CxcuNDY2XrRoUVhYGCxhDuSCgn+Gaic8PPz+/fvfffddcnKy7KcMn8+fM2dOnz59mpub1dRG5OSYz59fOmhQU2Fhoa6uLofDkesj+kDZKN0vq52dnZ6enuwHDUJIRUUFX6CGyWRqahYxmXUPH7JsbGyuXr166tQpCBogX5Srr0EIPXjw4PXr12/fvpWL06O8vb1bDzAdPaqxbdv2hoZhcFQbyCOl+9tobW196NChlStXzp07NyYm5sGDB2KxmOyiumTmzDoGQ3j1qhvZhQDQHUqXNQih0aNHX7ly5erVq1ZWVufOnbO3t5eLuLl3L3XkSHZGBi01lUZ2LQB8MmXMGhydTp89e7ahoWFISAiVSs3MzJw9e7aXl9eoUaNk87xNgUDAYmX279+4dascr7oHlJbS7a9pZ86cOcHBwWlpabm5uYaGhoMHDw4PD29d8ESmuLq6CoXC+Ph1GRlxqam0sWNbyK4IgE+g7FljYmKCz/q3srI6ffo02eV80KNHj0pKSh49eqSnV1tTI9m6lZmSIqPXSwagQ8r7GaqdwMBAmb0w6OXLl/38/DZv3uzi4nL27MnQUAz22gC5A1nzP2PHji0oKNi1a5cMLg/m6emZmJhobm7u4+ODEAoIEOrrS2CvDZAvkDX/Y2lpmZ+fb2houGHDBrJr6cCOHTvwk7kQQiwWgtYGyB3Imn+pqqqGhIQUFxfHxsaeOnWquLiY7Ir+h8vlNjY24id24777TjhggGTHDmhtgNyArGnv/Pnzjo6Ozc3Nv/3229SpU6uqqrrxIiEhIbNmzeqpkrZs2bJ58+a2j7DZaPlyLC2NducOtDZAPij7caj3aWtrf/PNN/jtTZs2bd682dzcXFVVtba21tzcvJNLUhUXF1++fPnBgwcikaimpsbGxqZH6sFf7csvv2z3+HffCWNimDt2MJ2d4YAUkAOQNZ1ZunRpSkpKSkrK+fPnEUIsFgsh1O5cKpFItH379oKCAoFAgGGYSCQKDg6+efPm1q1be6SGlJSU0aNHv/84m41CQ7FVq1h37tCcnWGuDZB1kDWd0dLSGjVq1IoVK9auXWttbR0YGJiVlaWhocHlcul0ulgsZjKZYrG4tLS0trbWz8/P19d37dq1hw8fxrOpR5w/f/5D6+QGBAhjY6G1AfIBsuYjjI2Nb926deDAgdzc3HHjxkVGRqqpqbXbJi8vr7q6evv27cuWLTtx4sTixYtv3brV4bocXC538+bNM2fOdHR0bPt4UVERg8Ho378/k/nv7l4+nx8cHDx69Oi2e4XbgtYGyBGpr+ctFosfPnw4bNiwXr16IYQwDHv+/Lm5uTmNRkMIVVRU9OvXr6ys7NGjR/hekpqamtzc3IkTJ6JPXM9bdtTU1Kxfv76srEwkEjEYDHd396lTp167du3ChQsPHjzo3bv3lStX2mYKQsjNze3ly5c0Gk1LSwu/vA6GYTweb9euXe1SqR2BAFla9jYxEV++3HFrA+t5KxIejzdlypTW9bw/Orh0dHRevHjR4eAinnT7moaGBnt7e3Nz84KCgmvXrtFoNHt7eyMjIz6fz+FwUlJSOBxOWVmZh4dHYGBgcnKyq6trSUlJXFwcWT+OHqGtrb1//378dl1dXWxs7BdffEGj0QwMDDw9PdevX//+Za6Sk5MxDMvJybl582ZpaemrV6+2bNkyefLkj34vaG2UVieDKz09PSkpicPhMBgMMzMzGRlc0j3mvX///unTp//1118HDx589+5dbGxsWFhYenq6hYVFWlpaSUmJk5MTk8mUSCTjx48PDg4WCARSrYd4ffr0WbdunYWFxa1btxITEzds2NA2aKKjo1vPKWcymaNHj/7hhx9+/fXXc+fOxcTEdPFbBATAXBtl1Mngys3NxQcXnU5HCMnI4JJu1hQUFJw/f37w4ME//fSTsbFxQUGBra0tQsjKyionJ2fJkiV8Pn/16tUUCmXUqFHu7u7h4eFSrYcUYrFYXV09JCRk2bJlSUlJ+LVyMAybOnXqiRMntLQ6WGeOyWR2/RKfeGtz5w7MtVEunQyuwsJCfHD5+/sjhGRkcEn3M9Tbt2+nTZu2devW5cuXJyQkMJlM/PqVTCaTRqOxWCxfX1+EUFZWFkIoPDzc2tra1NS07St0/c+7LJswYQJCqKamJiEhISoqSiKRNDc319fXT5s2DcOwAwcOHD16tF+/fsOGDTM0NEQIpaenV1ZWdv29C4VIXZ2xZIkkIKD9yVwcDodCoeAf4IG8EwqFrTtYOxlcLBardXClpqaiDwwugkk3a0xMTDQ0NBBC+L/29vbZ2dmOjo6ZmZnvn1StpqYWHR0dGBjYdm/o8uXLpVohiQIDA4uLi+/duzdo0KC5c+fGxsZWVVUZGxuz2WxnZ+d169Z90qupqTFWrWLZ2TW122sjEolCQkJg37Bi4PF4ycnJ+O1OBldISEi7J3Y4uAgm3awJCQnx9/e/ePFi7969ExISuFyuh4dHfHy8pqami4vL+9t7eXm5uLhgGCbVqmTEoUOHEEIvX77cvXv3q1evdu3aNX78eGNj4+69Gsy1UTadDK4O56yTPrikfswbIVRbW9u6V0IkElVWVurr63fliXJ6zJssv/zCWLWKdfny/2lt4Ji3Iml3zBt9xuAiHhHnXrbd/Umn02X2ZyHv4ICUEpKjwQXneSsOOCAFZBlkjUKB1gbILMgahQKtDZBZkDWKBlobIJsgaxQNtDZANkHWKCBobYAMgqxRQNDaABkEWaOYoLUBsgayRjG1tjalpRSyawEAIcgaBYa3NrBeHZARkDUKC29tSkupaWkQN4B8kDWKLCBAqKYmiYiAvTaAfJA1iozNRl9+2QLLYwJZAFmj4Gxtxf37wwEpQD7IGgVHp6Nly2CuDSAfZI3i8/eHuTaAfJA1ig+mEQNZAFmjFGAaMSAdZI1SgNYGkA6yRllAawPIBVmjLKC1AeSCrFEi0NoAEkHWKBFobQCJIGuUC7Q2gCyQNcoFWhtAFsgapQOtDSAFZI3SgdYGkAKyRhlBawOIB1mjjKC1AcSDrFFS0NoAgkHWKClobQDBIGuUF7Q2gEiQNcoLWhtAJMgapQatDSAMZI1Sg9YGEAayRtlBawOIAVmj7KC1AcSArAHQ2gAiQNYAaG0AESBrAELQ2gDpg6wBCEFrA6QPsgb8D7Q2QKoga8D/QGsDpAqyBvwLWhsgPZA14F/Q2gDpgawB/we0NkBKIGvA/wGtDZASyBrQHrQ2QBoga0B70NoAaYCsAR2A1gb0OMga0AFobUCPg6wBHYPWBvQsyBrQMWhtQM+CrAEfBK0N6EGQNeCDoLUBPQiyBnQGWhvQUyBrQGegtQE9BbIGfAS0NqBHQNaAj4DWBvQIyBrwcdDagM8HWQM+Dlob8Pkga0CXBAQI+/eH1gZ0H2QN6BI2Gy1fjt25Q0tLg9YGdAdkDeiqgAChnh60NqCbIGtAV+GtTWoqtDagOyBrwCeYNw8OSIFugqwBn4DNRiEh0NqA7oCsAZ8GWhvQPdLNGrFYXPb/CYVChBCGYQUFBS0tLfgGFRUVGIYVFRVduHABf6Smpub69etSrQp8DmhtZERXBpdQKJSdwUWX6qsXFBR89dVXQ4cORQjt27ePzWbb29sbGRnx+XwOh5OSksLhcMrKyjw8PAIDA5OTk11dXUtKSuLi4iZOnCjVwsDnmDdPGBfH3LGD+fffTWTXorw6GVzp6elJSUkcDofBYJiZmcnI4JJuX1NUVBQUFPT3338nJyebmprGxsaGhYWlp6dbWFikpaWVlJQ4OTkxmUyJRDJ+/Pjg4GCBQCDVekCPgNZGFnQyuHJzc/HBRafTEUIyMriknjV79uyxsbHx9vZuamoqKCiwtbVFCFlZWeXk5CxZsoTP569evZpCoYwaNcrd3T08PFyq9YCeAnttSNfJ4CosLMQHl7+/P0JIRgaXdD9DTZ48edq0aUZGRgEBASdOnGAymWw2GyHEZDJpNBqLxfL19UUIZWVlIYTCw8Otra1NTU3bvkJpaalUK1R4XC63tLSUwWD0+Cv7+dF/+ol59qzAzk7c4y8OOtTU9O+H1k4GF4vFah1cqamp6AODi2DSzZqUlBQbGxsjIyN1dXX882R2drajo2NmZmZAQEC7jdXU1KKjowMDAx0dHVsffPDggVQrVHivX7/Ozc2l0Xr+w465OerblxURIfnhB6zHXxx0qLm5WSKR4Lc7GVwhISHtntjh4CKYdLPG1tZ24cKFenp6qqqq4eHh1dXVHh4e8fHxmpqaLi4u72/v5eXl4uKCYf/+7n7zzTdSrVDhFRUVTZkyRRp9DUKopoaxejWrX78mJ6cWabw+aIfH4x08eBC/3cngsrGxef+57w8uglFaY1JKWlpa6uvr+/bti98ViUSVlZX6+vpdea6dnd2tW7ekWJwSiIyMDA0NlVLWCATI0rK3qakYDkgRg8fjTZkyJSMjA7/7OYOLeFKfy0ej0Vp/FgghOp0usz8L8KnggBS55Gtwyfq84UmTJi1btqyxsZHsQkDH4IAU6CJZz5ojR47Y2NiMHz++oaGB7FpAB6C1AV0k61mDEHJzc1NTU3v58iXZhYCOQWsDukLWsyY/P3/atGm+vr7Dhw8nuxbQMWhtQFfIetb8+uuvFy9enD9/PtmFgM5AawM+Staz5p9//lFRUSG7CvAR0NqAj5L1rDE1NTU1NcUnIBUWFh47dszBweHvv/8muy7QHrQ2oHPSnTf8+dTV1fv37+/t7f3u3TsDAwM9PT1LS8v6+nqy6wLt4a3N6tWstDQaTCMG75P1vkZdXT08PHzfvn0nT57s37//w4cPm5ubZ82aRXZdoAPQ2oBOyHrWbNy40crK6sqVK3PmzDE0NLx9+/aRI0fILgp0DPbagE7IetYghJ48eXLw4MHFixcvX74cIfT777/b29tv3ryZ7LpAB6C1AR8i61kTHR09Z84cDQ0NHx+fAwcOjB079v79+xKJ5LvvviO7NNABaG3Ah8h61lhYWBgYGMTHx1+7du306dMnT558/vz5oUOHDA0NyS4NdAxaG9AhWc+aw4cPHz9+PC8vb8uWLQcOHLhz586gQYMsLS3nzJnj6elJdnWgA9DagA7JetbY2NgEBQUdO3bs2LFjTCbz9u3b3377bXx8vFAopFAoVVVVZBcIOgCtDXifrGdNZmbmH3/8ERkZyWQyEUJDhw5dsWLFrVu3YmJiVFRU6urqyC4QdABaG/A+Wc8aFovV9u706dOvXLmyffv2kpKSt2/fmpmZkVUY6By0NqAdWc+auLg4hND718patWrV0aNHyagIdAm0NqAdWc8aTU3NH3/8sd2F0E+fPu3s7DxgwACyqgJdAa0NaEvWsyY+Pt7Q0HDYsGFtH6RSqb169SKrJNBF0NqAtmT93Mu1a9cihO7evdv2wdOnTycnJ5NUEfgEsPI3aCXrWYPDMCw8PPzJkycaGhoCgWDmzJlwURu5ACd/g1bykTXz5s2jUCh79+5NS0sTi8Vjx44luyLQVdDaAJx8ZM2cOXPwG05OTuRWAj4VtDYAJ+v7hoECgANSAEHWAALAASmAIGsAMaC1AZA1gAjQ2gDIGkAQaG2UHGQNIAi0NkoOsgYQB1obZQZZA4gDrY0yg6wBhILWRmlB1gBCQWujtCBrANGgtVFOkDWAaNDaKCfIGkACaG2UEGQNIAG0NkoIsgaQA1obZQNZA8gBrY2ygawBpIHWRqlA1gDSQGujVCBrAJmgtVEekDWATNDaKA/IGkAyaG2UBGQNIBm0NkoCsgaQD1obZQBZA8gHrY0ygKwBMgFaG4UHWQNkArQ2Cg+yBsgKaG0UG2QNkBXQ2ig2yBogQ6C1UWCQNUCGQGujwCBrgGyB1kZRQdYA2QKtjaKCrAEyB1obhQRZA2QOtDYKCbIGyCJobRQPZA2QRdDaKB7IGiCjoLVRMJA1QEa1tjYcDrQ2igCyBsiugAChnh60NgoCsgbIrl69UGgodvs27LVRBJA1QKYFBgoHDJDs3AmtjdyDrAEyjc1Gy5ZBa6MIIGuArIPWRjFA1gBZB62NYiAiazAMe/z4cevtgoKClpYW/G5FRQWGYUVFRRcuXMAfqampuX79OgFVATkCrc2HdD64hEKh7AwuOgHfY82aNY8fP05KSiovL7e3tzcyMuLz+RwOJyUlhcPhlJWVeXh4BAYGJicnu7q6lpSUxMXFTZw4kYDCgLzAW5s1a1hpaTQnpxayy5EhHQ6u9PT0pKQkDofDYDDMzMxkZHBJva+5evXq3bt38duxsbFhYWHp6ekWFhZpaWklJSVOTk5MJlMikYwfPz44OFggEEi7HiCnoLV534cGV25uLj646HQ6QkhGBpd0s6aqqmrz5s27d+/G7xYUFNja2iKErKyscnJylixZwufzV69eTaFQRo0a5e7uHh4eLtV6gPyCvTbtdDK4CgsL8cHl7++PEJKRwSXdrAkKCvLw8MjLy6utrc3Pz2cymWw2GyHEZDJ79erFYrF8fX0tLCzwjcPDwxMSEvLz86VaEpBf0Nq01cngYrFY+OAyNTXFN5aFwSXd/TWTJk2qrKzMycnhcrlPnz61t7fPzs52dHTMzMwMCAhot7Gamlp0dHRgYKCjo2PrgzExMVKtUOFxOBwKhUKjKUgvYGlJvXKFHhIiNDKSkF0LCYRCoUTyvzfeyeAKCQlp98QOBxfBpJs1ixcvRggVFRU9e/bM29vb0tLSw8MjPj5eU1PTxcXl/e29vLxcXFwwDGt9ZPny5VKtUOGJRKKQkBAGg0F2IT1j0SJkadn7+XNxXFwT2bWQgMfjJScn47c7GVw2NjbvP/f9wUUwSmtMEkMkElVWVurr63dlYzs7u1u3bkm5IgUXGRkZGhqqMFmDENq7l7FmDevKlSYlPCDF4/GmTJmSkZHR4Vc/aXARj+i5fHQ6XWZ/FkDGNTQ0INhr82EyPrhg3jCQD2Kx2MHBYdasWXBASk5B1gD5IBaLTU1Nvb29EbQ28omIecMAfD46nX7p0iX8NkwjlkfQ1wC5BK2N3IGsAXIJ9trIHcgaIK+619p0OMFk5cqVHh4eYWFhIpGoh6oD7UHWAHnV9dbmwYMHaWlp+G0HBwcTE5OgoKCKiorWDdLT0/v373/79u3Wyy+AHgf7hoEcCwwU7t7N3LmTmZj4wWnEjY2NHh4eCKGJEyfW19cvXbq0paXl+PHjtra2MTExs2bNQgilpqbm5OS8fPnym2++Ia56JQNZA+RYVw5Iqaqq5ufn19fXBwcHNzQ0bNq0SSAQZGRkmJiYtG5DpVLt7Ozs7OyIKlwZQdYA+daV1kZLS0tLS+vvv/9GCOXl5ZmbmzOZcACLaLC/Bsi3Tz0gNXLkSAgaUkDWALk3b55QT09y8yYc/JZp8BkKyL1evdC9e3xNTSlesUAkErm7u7u5uX377bevXr0SCATDhg3T09OT3ndUPJA1QBFINWgQQnQ6nUKh/PLLL/v379fR0WlubtbU1Lxx44ZUv6mCgawBoEuuXbtWUVFx48aNgoICIyMjX19fsiuSM5A1AHSVvr6+n58f2VXIK9g3DAAgAmQNAIAIkDUAACJA1gDQHRYWFnDy1CeBfcMAdEdYWBjZJcgZyBoAuuO7774juwQ5A5+hAABEgKwBABABsgYAQATIGgAAESBrAABEgKwBABABsgYAQATIGgAAESBrAABEgKwBABABsgYAQATIGgAAESBrAABEgKwBABABsgYAQATIGgAAESBrAABEgKwBABABsgYAQATIGgAAESBrAABEgKwBABABsgYAQATIGgAAESBrAABEgKwBABABsgYAQATIGgAAESBrAABEgKwBABABsgYAQATIGgAAESBrAABEgKwBABABsgYAQATIGgAAESBrAABEgKwBABABsgYAQATIGgAAESBrAABEgKwBABABsgYAQATIGgAAESBrAABEgKwBABABsgYAQASpZ83bt2/z8/Nb72IYVlBQ0NLSgt+tqKjAMKyoqOjChQv4IzU1NdevX5d2VQAogI8OLqFQKDuDiy7VV7958+aMGTPGjBlTXFyck5NTWVlpb29vZGTE5/M5HE5KSgqHwykrK/Pw8AgMDExOTnZ1dS0pKYmLi5s4caJUCwNA3nUyuNLT05OSkjgcDoPBMDMzk5HBJd2+5urVq2fPnr148aKmpmZWVlZsbGxYWFh6erqFhUVaWlpJSYmTkxOTyZRIJOPHjw8ODhYIBFKtBwCF0cngys3NxQcXnU5HCMnI4JJu1vz0009Dhgzx9fUtLS21tbUtKCiwtbVFCFlZWeXk5CxZsoTP569evZpCoYwaNcrd3T08PFyq9QCgMDoZXIWFhfjg8vf3RwjJyOCS7mcohJCmpuaCBQuKiorOnz/PZDLZbDZCiMlk0mg0Fovl6+uLEMrKykIIhYeHW1tbm5qatn16TEyMtCtUbBwOh0Kh0Gg0sgsBPUAoFEokkta7HxpcLBardXClpqaiDwwugkk3a6ZMmbJhw4bx48c7OzvX19fb29tnZ2c7OjpmZmYGBAS021hNTS06OjowMNDR0bH1weXLl0u1QoUnEolCQkIYDAbZhYAewOPxkpOT8dudDK6QkJB2T+xwcBFMulmzePFiPz8/HR0dCoWyadOmmpoaDw+P+Ph4TU1NFxeX97f38vJycXHBMEyqVQGgADoZXDY2Nu9vT/rgorRtyaRBLBbX1tb269cPvysSiSorK/X19bvyXDs7u1u3bkmxOCUQGRkZGhoKfY1i4PF4U6ZMycjIwO9+zuAintTn11Cp1NafBUKITqfL7M8CAPkiX4ML5g0DAIgAWQMAIAJkDQCACJA1AAAiQNYAAIgAWQMAIAJkDQCACJA1AAAiQNYAAIgAWQMAIILUrynxmbKzs8kuQb7V1NQ8ePAArimhGEi/3tXnkPq5l5/j119/ffjwIdlVyLempqZevXqRXQXoMVpaWtu2bSO7iu6Q6awBACgM2F8DACACZI2CwDDs8ePHrbffXxjn3LlzXC4XIVRYWHjt2jX8S2fOnKmrqyOlYKBsZH3fMOiiNWvWPH78OCkpqby8vMOFcTAME4vFM2bM2LVrV2Ji4ps3b+rr6wMDA2tqasiuHSgF6GsUwdWrV+/evYvf/tDCOBMmTEhLS0MIpaamjhgx4tGjR+np6Y6Ojkwmk9TagbKArJF7VVVVmzdv3r17N373QwvjTJo0icPh5OfnDx482NvbG1+rbNKkSaTWDpQIfIaSe0FBQR4eHnl5ebW1tfn5+R9aGAchVFlZee7cOXd3d3d39yVLlojF4sjISFJrB0oE+hq5N2nSJLFYnJOTw+Vynz59iq/dgRDKzMz84osv2m45duzYqKgoDw8Pc3Pz8vLyJ0+eWFlZkVM0UD7Q18i9xYsXI4SKioqePXvm7e1taWn5oYVxJk6cmJaWNmzYMITQuHHjqqurqVT4YwMIAnP5FJCMr90BlBNkDQCACNBCAwCIAFkDACACZA0AgAiQNQAAIkDWAACIAFkDACACZA0AgAiQNQAAIkDWAACIAFkDACACZA0AgAiQNQAAIkDWAACI8P8AimrLqDPiVLYAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "execution_count": 87, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def plot_geo_line(line):\n", " margins = [10, -10, -10, 10]\n", " view_area = [a + b for a, b in zip(line, margins)]\n", " view = mv.geoview(map_area_definition=\"corners\", area=view_area, coastlines=coastlines)\n", " geoline = mv.mvl_geoline(*line, 0.1)\n", " mgr = mv.mgraph(graph_line_thickness=3)\n", " return mv.plot(view, geoline, mgr)\n", "\n", "plot_geo_line(line)" ] }, { "cell_type": "code", "execution_count": 61, "id": "2bbb0ff9", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# define the cross section view\n", "cs_view = mv.mxsectview(\n", " bottom_level=1000,\n", " top_level=100,\n", " line=line,\n", " horizontal_point_mode=\"interpolate\",\n", ")\n", "\n", "# extract temperature and relative humidity for the first timestep\n", "# for all the levels. We scale temperature values from to Celsius units\n", "# for plotting\n", "t = data.select(shortName=\"t\", step=0) - 273.16\n", "r = data.select(shortName=\"r\", step=0)\n", "\n", "# define the contouring styles for the cross section\n", "cont_xs_t = mv.mcont(\n", " contour_line_style = \"dash\",\n", " contour_line_colour = \"black\",\n", " contour_highlight = \"off\",\n", " contour_level_selection_type = \"interval\",\n", " contour_interval = 5\n", " )\n", "\n", "cont_xs_r = mv.mcont(\n", " contour_automatic_setting = \"style_name\",\n", " contour_style_name = \"sh_grnblu_f65t100i15_light\",\n", " legend = \"on\"\n", " )\n", "\n", "# generate the cross section plot. The computations are automatically performed according\n", "# to the settings in the view.\n", "mv.plot(cs_view, r, cont_xs_r, t, cont_xs_t)" ] }, { "cell_type": "markdown", "id": "5eba5797", "metadata": {}, "source": [ "### Accessing the cross section data\n", "\n", "The actual results of the cross section computations are stored in a custom NetCDF format. If we want to access it [mcross_sect()](../gen_files/icon_functions/mcross_sect.rst) should be used instead of the view." ] }, { "cell_type": "code", "execution_count": 62, "id": "0fd56dcd", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:  (time: 1, lat: 64, lon: 64, nlev: 11)\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 2022-06-08T12:00:00\n",
       "  * lat      (lat) float64 66.0 65.56 65.11 64.67 ... 39.33 38.89 38.44 38.0\n",
       "  * lon      (lon) float64 -44.0 -43.78 -43.56 -43.33 ... -30.44 -30.22 -30.0\n",
       "Dimensions without coordinates: nlev\n",
       "Data variables:\n",
       "    t_lev    (time, nlev) float64 100.0 150.0 200.0 250.0 ... 850.0 925.0 1e+03\n",
       "    t        (time, nlev, lon) float64 -48.13 -48.13 -48.13 ... 17.39 17.15 17.2\n",
       "Attributes:\n",
       "    _FillValue:          1e+22\n",
       "    _View:               MXSECTIONVIEW\n",
       "    type:                MXSECTION\n",
       "    xsHorizontalMethod:  interpolate\n",
       "    title:               Cross section of Temperature 20220608 1200 step 0 Ex...
" ], "text/plain": [ "\n", "Dimensions: (time: 1, lat: 64, lon: 64, nlev: 11)\n", "Coordinates:\n", " * time (time) datetime64[ns] 2022-06-08T12:00:00\n", " * lat (lat) float64 66.0 65.56 65.11 64.67 ... 39.33 38.89 38.44 38.0\n", " * lon (lon) float64 -44.0 -43.78 -43.56 -43.33 ... -30.44 -30.22 -30.0\n", "Dimensions without coordinates: nlev\n", "Data variables:\n", " t_lev (time, nlev) float64 ...\n", " t (time, nlev, lon) float64 ...\n", "Attributes:\n", " _FillValue: 1e+22\n", " _View: MXSECTIONVIEW\n", " type: MXSECTION\n", " xsHorizontalMethod: interpolate\n", " title: Cross section of Temperature 20220608 1200 step 0 Ex..." ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# compute cross section data for temperature\n", "xs_t = mv.mcross_sect( \n", " data=t, \n", " bottom_level=1000,\n", " top_level=100,\n", " line=line,\n", " horizontal_point_mode=\"interpolate\")\n", "\n", "# write netCDF data to disk\n", "mv.write(\"xs_t.nc\", xs_t)\n", "\n", "# dump the data contents\n", "import xarray as xr\n", "ds_t= xr.open_dataset(\"xs_t.nc\")\n", "ds_t" ] }, { "cell_type": "markdown", "id": "e7793e9e", "metadata": {}, "source": [ "### Plotting the cross section data and using it for single level slicing" ] }, { "cell_type": "code", "execution_count": 63, "id": "933fd6c4", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 63, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# read tropopause pressure (it is a single level field)\n", "trpp = data.select(shortName=\"trpp\", step=0)\n", "\n", "# using the temperature cross section object we can extract a slice from trpp along the\n", "# transect line and build a curve object out of it. The pressure has to be scaled\n", "# from Pa to hPa.\n", "trpp_curve = mv.xs_build_curve(xs_t, trpp/100, \"red\", \"solid\", 3)\n", "\n", "# directly plot the temperature cross section data and the trpp curve\n", "mv.plot(xs_t, cont_xs_t, trpp_curve)" ] }, { "cell_type": "markdown", "id": "6a2b7b75", "metadata": {}, "source": [ "## Average vertical cross sections\n", "\n", "This is a variant of the vertical cross section where either a **zonal** or **meridional** average is computed for all the levels in a given timestep. Similarly to the cross section the input data can be directly plotted into a view ([maverageview()](../gen_files/icon_functions/maverageview.rst)) or passed on to [mxs_average()](../gen_files/icon_functions/mxs_average.rst) to generate average cross section NetCDF data." ] }, { "cell_type": "code", "execution_count": 64, "id": "ca9fdde4", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 64, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# set up the average view for a global zonal mean\n", "av_view = mv.maverageview(\n", " top_level=100,\n", " bottom_level=1000,\n", " vertical_scaling=\"log\",\n", " area=[90,-180, -90, 180], # N, W, S, E\n", " direction=\"ew\"\n", ")\n", "\n", "# extract temperature for the first timestep for all the levels. We scale\n", "# temperature values to Celsius units for plotting\n", "t = data.select(shortName=\"t\", step=0)\n", "t = t - 273.16\n", "\n", "# define the contouring styles for the zonal mean cross section\n", "cont_zonal_t = mv.mcont(\n", " contour_automatic_setting = \"style_name\",\n", " contour_style_name = \"sh_all_fM80t56i4_v2\",\n", " legend = \"on\"\n", " )\n", " \n", "# generate the average cross section plot. The computations are automatically \n", "# performed according to the settings in the view.\n", "mv.plot(av_view, t, cont_zonal_t)" ] }, { "cell_type": "markdown", "id": "05a89180", "metadata": {}, "source": [ "## Hovmoeller diagrams\n", "\n", "**Hovmoeller** diagrams are special sections for (mostly single level) fields where one axis is always the time while the other one can be derived in various ways. Metview supports 3 flavours of it: \n", "- area Hovmoellers\n", "- vertical Hovmoellers \n", "- line Hovmoellers\n", "\n", "### Area Hovmoeller diagrams\n", "\n", "In this diagram type for each date and time either **zonal or meridional averaging** is performed on the data. The example below shows a Hovmoeller diagram with longitude on the horizontal axis and time on the vertical axis. Each point in the plot is a meridional average performed for temerature on 500 hPa at the given time in North-South (meridional) direction." ] }, { "cell_type": "code", "execution_count": 65, "id": "15445617", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 65, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# define the Hovmoeller view for an area in the North-Atlantic and\n", "# choose meridional averaging\n", "view = mv.mhovmoellerview(\n", " type=\"area_hovm\",\n", " area=[70, -70, 40, 0],\n", " average_direction=\"north_south\",\n", ")\n", "\n", "# extract temperature on 500 hPa for all the timestep and \n", "# convert it into Celsius units for plotting\n", "t = data.select(shortName=\"t\", level=500)\n", "t = t - 273.16\n", "\n", "# define contour shading\n", "cont_hov_t = mv.mcont(\n", " legend = \"on\",\n", " contour = \"off\",\n", " contour_level_selection_type = \"interval\",\n", " contour_max_level = -12,\n", " contour_min_level = -23,\n", " contour_interval = 1,\n", " contour_label = \"off\",\n", " contour_shade = \"on\",\n", " contour_shade_colour_method = \"palette\",\n", " contour_shade_method = \"area_fill\",\n", " contour_shade_palette_name = \"m_purple2_11\"\n", " )\n", "\n", "# generate the area Hovmoeller plot. The computations are automatically \n", "# performed according to the settings in the view.\n", "mv.plot(view, t, cont_hov_t)\n" ] }, { "cell_type": "markdown", "id": "1a19d0b1", "metadata": {}, "source": [ "### Vertical Hovmoeller diagrams\n", "\n", "In this diagram type the horizontal axis is time and the vertical axis is a vertical co-ordinate. The data is extracted for a given location or generated by spatial averaging over an area. The example below shows the temperature forecast evolution for a selected point having pressure as the vertical axis." ] }, { "cell_type": "code", "execution_count": 66, "id": "7791cc3d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 66, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# define a vertical Hovmoeller view for a location. The point data \n", "# is extracted with the nearest gridpoint method \n", "view = mv.mhovmoellerview(\n", " type=\"vertical_hovm\",\n", " bottom_level=1000,\n", " top_level=200,\n", " input_mode=\"nearest_gridpoint\",\n", " point=[-50, -70],\n", ")\n", "\n", "# extract the temperature on all the levels and timesteps. Values \n", "# scaled to Celsius units for plotting\n", "t = data.select(shortName=\"t\")\n", "t = t - 273.16\n", "\n", "# generate the vertical Hovmoeller plot. The computations are automatically \n", "# performed according to the settings in the view.\n", "mv.plot(view, t, cont_zonal_t)" ] }, { "cell_type": "markdown", "id": "e8a3ea8f", "metadata": {}, "source": [ "### Line Hovmoeller diagrams\n", "\n", "In this diagram type the data is extracted along a transect line from a single level field for multiple dates and times. In the resulting plot one axis is time while the other goes along the transect line. The example below shows a line Hovmoeller diagram for the 2m temperature forecast evolution along a line across Lake Victoria." ] }, { "cell_type": "code", "execution_count": 88, "id": "eefb730b", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 88, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# define a line Hovmoeller view for a transect line across Lake Victoria\n", "line_across_lake_victoria = [0.2, 31.6, -2, 34.5] # N,W,S,E\n", "plot_geo_line(line_across_lake_victoria)" ] }, { "cell_type": "code", "execution_count": 68, "id": "46e4a2d7", "metadata": { "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 68, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hov_view = mv.mhovmoellerview(\n", " type=\"line_hovm\",\n", " line=line_across_lake_victoria,\n", " resolution=0.25,\n", " swap_axis=\"no\"\n", ")\n", "\n", "# extract the 2m temperature on all the levels and timesteps. Values \n", "# scaled to Celsius units for plotting\n", "t = data.select(shortName=\"2t\")\n", "t = t -273.16\n", "\n", "# define contour shading for t2m\n", "t_cont = mv.mcont(\n", " legend=\"on\",\n", " contour=\"off\",\n", " contour_level_selection_type=\"interval\",\n", " contour_max_level=30,\n", " contour_min_level=14,\n", " contour_interval=1,\n", " contour_label=\"off\",\n", " contour_shade=\"on\",\n", " contour_shade_colour_method=\"palette\",\n", " contour_shade_method=\"area_fill\",\n", " contour_shade_palette_name=\"m_orange_purple_16\",\n", ")\n", "\n", "# generate the line Hovmoeller plot. The computations are automatically \n", "# performed according to the settings in the view.\n", "mv.plot(hov_view, t, t_cont)" ] }, { "cell_type": "markdown", "id": "02e7a1a7", "metadata": {}, "source": [ "## Gridpoint selection" ] }, { "cell_type": "code", "execution_count": 69, "id": "aeb17173", "metadata": {}, "outputs": [], "source": [ "# get value of single field at location\n", "r1000 = data['r1000']\n", "bologna_coords = [44.5, 11.3]" ] }, { "cell_type": "code", "execution_count": 70, "id": "02ced144", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "46.73977756500244\n" ] } ], "source": [ "print(r1000.nearest_gridpoint(bologna_coords))" ] }, { "cell_type": "code", "execution_count": 71, "id": "39d5b0f2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[{'latitude': 44.6489, 'longitude': 11.6471, 'index': 14251.0, 'distance': 32.0703, 'value': 46.7398}]\n" ] } ], "source": [ "# get more info about the point\n", "print(r1000.nearest_gridpoint_info(bologna_coords))" ] }, { "cell_type": "code", "execution_count": 72, "id": "96b4f7ad", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[46.73977756500244, 63.34179496765137, 62.7387580871582, 54.288533210754395, 32.877156257629395, 34.60153579711914, 82.47459983825684, 101.11736679077148, 42.8692102432251, 3.479970932006836, 2.4789832830429077]\n" ] } ], "source": [ "# get value of multiple fields at a single location\n", "r = data['r']\n", "print(r.nearest_gridpoint(bologna_coords))" ] }, { "cell_type": "code", "execution_count": 73, "id": "a75ad47c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[21.67727757 76.52102757 18.95852757 56.11477757]\n" ] } ], "source": [ "# get value of single field at multiple locations\n", "lats = np.array([10, 20, 30, 40])\n", "lons = np.array([45, 40, 35, 30])\n", "print(r1000.nearest_gridpoint(lats, lons))" ] }, { "cell_type": "code", "execution_count": 74, "id": "5c2045ec", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[21.67727757 76.52102757 18.95852757 56.11477757]\n", " [24.24804497 20.84179497 20.74804497 60.49804497]\n", " [29.02000809 11.14500809 30.20750809 80.39500809]\n", " [63.72603321 13.63228321 13.25728321 75.38228321]\n", " [58.50215626 3.00215626 35.37715626 23.87715626]\n", " [12.1640358 8.1640358 40.5390358 33.4765358 ]\n", " [12.41209984 8.72459984 18.16209984 35.53709984]\n", " [21.36736679 22.24236679 10.11736679 25.05486679]\n", " [36.86921024 62.77546024 11.24421024 3.33796024]\n", " [91.01122093 54.79247093 18.57372093 2.72997093]\n", " [65.22898328 46.91648328 39.57273328 3.94773328]]\n" ] } ], "source": [ "# get value of multiple fields at multiple locations (returns 2d numpy array)\n", "lats = np.array([10, 20, 30, 40])\n", "lons = np.array([45, 40, 35, 30])\n", "print(r.nearest_gridpoint(lats, lons))" ] }, { "cell_type": "code", "execution_count": 75, "id": "5dba4410", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[45.3462287863336, 57.24063741008365, 62.874751901836966, 59.515108579518085, 38.87074203846925, 50.79850151897796, 95.72173420260529, 99.40602160846703, 42.18095344810713, 3.4901434575907517, 2.3958725332532467]\n" ] } ], "source": [ "# interpolate the value at the point (because it does not fall exactly on a grid point)\n", "print(r.interpolate(bologna_coords))" ] }, { "cell_type": "markdown", "id": "d1e17784", "metadata": {}, "source": [ "## Time series" ] }, { "cell_type": "code", "execution_count": 76, "id": "c39a71c3", "metadata": {}, "outputs": [], "source": [ "# define the lat/lon coordinates of three locations\n", "bologna_coords = [44.5, 11.3]\n", "bonn_coords = [50.7, 7.1]\n", "reading_coords = [51.4, 0.98]" ] }, { "cell_type": "code", "execution_count": 77, "id": "86632bee", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[18.27154541015625, 17.10321044921875, 13.79827880859375, 13.430252075195312, 18.741119384765625, 16.882583618164062, 15.208755493164062, 15.868255615234375, 20.207778930664062, 18.510986328125, 13.99456787109375, 14.033859252929688, 19.8885498046875]\n" ] }, { "data": { "text/plain": [ "[datetime.datetime(2022, 6, 8, 12, 0),\n", " datetime.datetime(2022, 6, 8, 18, 0),\n", " datetime.datetime(2022, 6, 9, 0, 0),\n", " datetime.datetime(2022, 6, 9, 6, 0),\n", " datetime.datetime(2022, 6, 9, 12, 0),\n", " datetime.datetime(2022, 6, 9, 18, 0),\n", " datetime.datetime(2022, 6, 10, 0, 0),\n", " datetime.datetime(2022, 6, 10, 6, 0),\n", " datetime.datetime(2022, 6, 10, 12, 0),\n", " datetime.datetime(2022, 6, 10, 18, 0),\n", " datetime.datetime(2022, 6, 11, 0, 0),\n", " datetime.datetime(2022, 6, 11, 6, 0),\n", " datetime.datetime(2022, 6, 11, 12, 0)]" ] }, "execution_count": 77, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# extract point data from these locations from the 2m temperature data\n", "t2m = data['2t'] - 273.16\n", "\n", "bologna_vals = t2m.nearest_gridpoint(bologna_coords)\n", "bonn_vals = t2m.nearest_gridpoint(bonn_coords)\n", "reading_vals = t2m.nearest_gridpoint(reading_coords)\n", "print(reading_vals)\n", "\n", "# extract the valid times for the data\n", "times = mv.valid_date(t2m)\n", "times" ] }, { "cell_type": "code", "execution_count": 78, "id": "a3c9fe59", "metadata": { "slideshow": { "slide_type": "-" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "execution_count": 78, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vaxis = mv.maxis(axis_title_text=\"Temperature, C\", axis_title_height=0.5)\n", "\n", "ts_view = mv.cartesianview(\n", " x_automatic=\"on\",\n", " x_axis_type=\"date\",\n", " y_automatic=\"on\",\n", " vertical_axis=vaxis,\n", ")\n", "\n", "# create the curves for all locations\n", "curve_bologna = mv.input_visualiser(\n", " input_x_type=\"date\", input_date_x_values=times, input_y_values=bologna_vals\n", ")\n", "\n", "curve_bonn = mv.input_visualiser(\n", " input_x_type=\"date\", input_date_x_values=times, input_y_values=bonn_vals\n", ")\n", "\n", "curve_reading = mv.input_visualiser(\n", " input_x_type=\"date\", input_date_x_values=times, input_y_values=reading_vals\n", ")\n", "\n", "# set up visual styling for each curve\n", "common_graph = {\"graph_line_thickness\": 2, \"legend\": \"on\"}\n", "graph_bologna = mv.mgraph(common_graph, graph_line_colour=\"olive\", legend_user_text=\"Bologna\")\n", "graph_bonn = mv.mgraph(common_graph, graph_line_colour=\"blue\", legend_user_text=\"Bonn\")\n", "graph_reading = mv.mgraph(common_graph, graph_line_colour=\"red\", legend_user_text=\"Reading\")\n", "\n", "# customise the legend\n", "legend = mv.mlegend(legend_display_type=\"disjoint\", legend_text_font_size=0.5)\n", "\n", "# plot everything into the Cartesian view\n", "mv.plot(ts_view, curve_bologna, graph_bologna, curve_bonn, graph_bonn, curve_reading, graph_reading, legend)" ] } ], "metadata": { "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.12" } }, "nbformat": 4, "nbformat_minor": 5 }