python/maps_prototype_tas.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Update content of the Atlas - generate maps based on the netcdf data\n",
    "**Function**      : Plot (tas) maps in a uniform way based on the netcdf files<br>\n",
    "**Author          : Team BETA**<br>\n",
    "**First Built**   : 2021.08.02<br>\n",
    "**Last Update     : 2021.10.01**<br>\n",
    "**Library**       : os, numpy, netcdf4, matplotlib, cartopy<br>\n",
    "**Description**   : This notebook serves to extract netcdf data and generate maps for Atlas page.<br>\n",
    "**Return Values   : png files**<br>\n",
    "**Note**          : All the maps are generated in a uniform way.<br>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import glob\n",
    "import os\n",
    "from pathlib import Path\n",
    "\n",
    "import cartopy.crs as ccrs\n",
    "import matplotlib.pyplot as plt\n",
    "from netCDF4 import Dataset"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Path\n",
    "Specify the path to the dataset and the place to save the outputs. <br>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# please specify data path\n",
    "datapath = \"/mnt/d/NLeSC/BETA/EUCP/Atlas\"\n",
    "# please specify output path\n",
    "output_path = \"../assets/sample_figures/test\"\n",
    "os.makedirs(output_path, exist_ok=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Extract data\n",
    "Extract weather/climate data from given netCDF files."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# load dataset\n",
    "dataset_eur_tas_41_60_vs_95_14_jja_cmip6_50prec = Dataset(\n",
    "    Path(datapath, \"Rita_Lukas_Atlas\", \"eur_CMIP6_tas_2041-2060_vs_1995-2014_50_JJA.nc\")\n",
    ")\n",
    "# dataset_eur_pr_41_60_jja_cmip6_10prec = Dataset(Path(datapath,\n",
    "#                                                 'eur_pr_41-60_jja_cmip6_10perc_rel.nc'))\n",
    "# dataset_eur_tas_41_60_jja_cmip6_50prec = Dataset(Path(datapath,\n",
    "#                                                 'eur_tas_41-60_jja_cmip6_50perc.nc'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# extract data\n",
    "eur_tas_41_60_vs_95_14_jja_cmip6_50prec = (\n",
    "    dataset_eur_tas_41_60_vs_95_14_jja_cmip6_50prec.variables[\"tas_weighted\"][:]\n",
    ")\n",
    "lat_eur_tas_41_60_vs_95_14_jja_cmip6_50prec = (\n",
    "    dataset_eur_tas_41_60_vs_95_14_jja_cmip6_50prec.variables[\"lat\"][:]\n",
    ")\n",
    "lon_eur_tas_41_60_vs_95_14_jja_cmip6_50prec = (\n",
    "    dataset_eur_tas_41_60_vs_95_14_jja_cmip6_50prec.variables[\"lon\"][:]\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# choose color map\n",
    "cmap_prec = \"BrBG\"\n",
    "cmap_tas = \"coolwarm\"\n",
    "# label color bar\n",
    "# label = [-200, -100, 0 , 100, 200]\n",
    "# ticks = [-200, -100, 0 , 100, 200]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<svg height=\"554.921445pt\" version=\"1.1\" viewBox=\"0 0 764.183706 554.921445\" width=\"764.183706pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
       " <metadata>\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n",
       "   <cc:Work>\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n",
       "    <dc:date>2021-08-13T11:16:59.909424</dc:date>\n",
       "    <dc:format>image/svg+xml</dc:format>\n",
       "    <dc:creator>\n",
       "     <cc:Agent>\n",
       "      <dc:title>Matplotlib v3.4.2, https://matplotlib.org/</dc:title>\n",
       "     </cc:Agent>\n",
       "    </dc:creator>\n",
       "   </cc:Work>\n",
       "  </rdf:RDF>\n",
       " </metadata>\n",
       " <defs>\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\n",
       " </defs>\n",
       " <g id=\"figure_1\">\n",
       "  <g id=\"patch_1\">\n",
       "   <path d=\"M 0 554.921445 \n",
       "L 764.183706 554.921445 \n",
       "L 764.183706 0 \n",
       "L 0 0 \n",
       "z\n",
       "\" style=\"fill:none;\"/>\n",
       "  </g>\n",
       "  <g id=\"axes_1\">\n",
       "   <g id=\"patch_2\">\n",
       "    <path d=\"M 62.612499 523.365195 \n",
       "L 62.612499 28.396875 \n",
       "L 612.577299 28.396875 \n",
       "L 612.577299 523.365195 \n",
       "L 62.612499 523.365195 \n",
       "\" style=\"fill:#ffffff;\"/>\n",
       "   </g>\n",
       "   <g id=\"QuadMesh_1\">\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 523.365195 \n",
       "L 90.110739 523.365195 \n",
       "L 90.110739 495.866955 \n",
       "L 62.612499 495.866955 \n",
       "L 62.612499 523.365195 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 523.365195 \n",
       "L 117.608979 523.365195 \n",
       "L 117.608979 495.866955 \n",
       "L 90.110739 495.866955 \n",
       "L 90.110739 523.365195 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 523.365195 \n",
       "L 145.107219 523.365195 \n",
       "L 145.107219 495.866955 \n",
       "L 117.608979 495.866955 \n",
       "L 117.608979 523.365195 \n",
       "\" style=\"fill:#f7ba9f;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 523.365195 \n",
       "L 172.605459 523.365195 \n",
       "L 172.605459 495.866955 \n",
       "L 145.107219 495.866955 \n",
       "L 145.107219 523.365195 \n",
       "\" style=\"fill:#f7b99e;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 523.365195 \n",
       "L 200.103699 523.365195 \n",
       "L 200.103699 495.866955 \n",
       "L 172.605459 495.866955 \n",
       "L 172.605459 523.365195 \n",
       "\" style=\"fill:#f7b99e;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 523.365195 \n",
       "L 227.601939 523.365195 \n",
       "L 227.601939 495.866955 \n",
       "L 200.103699 495.866955 \n",
       "L 200.103699 523.365195 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 523.365195 \n",
       "L 255.100179 523.365195 \n",
       "L 255.100179 495.866955 \n",
       "L 227.601939 495.866955 \n",
       "L 227.601939 523.365195 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 523.365195 \n",
       "L 282.598419 523.365195 \n",
       "L 282.598419 495.866955 \n",
       "L 255.100179 495.866955 \n",
       "L 255.100179 523.365195 \n",
       "\" style=\"fill:#f6bda2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 523.365195 \n",
       "L 310.096659 523.365195 \n",
       "L 310.096659 495.866955 \n",
       "L 282.598419 495.866955 \n",
       "L 282.598419 523.365195 \n",
       "\" style=\"fill:#f6bea4;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 523.365195 \n",
       "L 337.594899 523.365195 \n",
       "L 337.594899 495.866955 \n",
       "L 310.096659 495.866955 \n",
       "L 310.096659 523.365195 \n",
       "\" style=\"fill:#f6bfa6;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 523.365195 \n",
       "L 365.093139 523.365195 \n",
       "L 365.093139 495.866955 \n",
       "L 337.594899 495.866955 \n",
       "L 337.594899 523.365195 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 523.365195 \n",
       "L 392.591379 523.365195 \n",
       "L 392.591379 495.866955 \n",
       "L 365.093139 495.866955 \n",
       "L 365.093139 523.365195 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 523.365195 \n",
       "L 420.089619 523.365195 \n",
       "L 420.089619 495.866955 \n",
       "L 392.591379 495.866955 \n",
       "L 392.591379 523.365195 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 523.365195 \n",
       "L 447.587859 523.365195 \n",
       "L 447.587859 495.866955 \n",
       "L 420.089619 495.866955 \n",
       "L 420.089619 523.365195 \n",
       "\" style=\"fill:#f5c2aa;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 523.365195 \n",
       "L 475.086099 523.365195 \n",
       "L 475.086099 495.866955 \n",
       "L 447.587859 495.866955 \n",
       "L 447.587859 523.365195 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 523.365195 \n",
       "L 502.584339 523.365195 \n",
       "L 502.584339 495.866955 \n",
       "L 475.086099 495.866955 \n",
       "L 475.086099 523.365195 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 523.365195 \n",
       "L 530.082579 523.365195 \n",
       "L 530.082579 495.866955 \n",
       "L 502.584339 495.866955 \n",
       "L 502.584339 523.365195 \n",
       "\" style=\"fill:#f3c8b2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 523.365195 \n",
       "L 557.580819 523.365195 \n",
       "L 557.580819 495.866955 \n",
       "L 530.082579 495.866955 \n",
       "L 530.082579 523.365195 \n",
       "\" style=\"fill:#f2c9b4;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 523.365195 \n",
       "L 585.079059 523.365195 \n",
       "L 585.079059 495.866955 \n",
       "L 557.580819 495.866955 \n",
       "L 557.580819 523.365195 \n",
       "\" style=\"fill:#f6bea4;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 523.365195 \n",
       "L 612.577299 523.365195 \n",
       "L 612.577299 495.866955 \n",
       "L 585.079059 495.866955 \n",
       "L 585.079059 523.365195 \n",
       "\" style=\"fill:#f7ba9f;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 495.866955 \n",
       "L 90.110739 495.866955 \n",
       "L 90.110739 468.368715 \n",
       "L 62.612499 468.368715 \n",
       "L 62.612499 495.866955 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 495.866955 \n",
       "L 117.608979 495.866955 \n",
       "L 117.608979 468.368715 \n",
       "L 90.110739 468.368715 \n",
       "L 90.110739 495.866955 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 495.866955 \n",
       "L 145.107219 495.866955 \n",
       "L 145.107219 468.368715 \n",
       "L 117.608979 468.368715 \n",
       "L 117.608979 495.866955 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 495.866955 \n",
       "L 172.605459 495.866955 \n",
       "L 172.605459 468.368715 \n",
       "L 145.107219 468.368715 \n",
       "L 145.107219 495.866955 \n",
       "\" style=\"fill:#f7b99e;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 495.866955 \n",
       "L 200.103699 495.866955 \n",
       "L 200.103699 468.368715 \n",
       "L 172.605459 468.368715 \n",
       "L 172.605459 495.866955 \n",
       "\" style=\"fill:#f7b89c;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 495.866955 \n",
       "L 227.601939 495.866955 \n",
       "L 227.601939 468.368715 \n",
       "L 200.103699 468.368715 \n",
       "L 200.103699 495.866955 \n",
       "\" style=\"fill:#f7b89c;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 495.866955 \n",
       "L 255.100179 495.866955 \n",
       "L 255.100179 468.368715 \n",
       "L 227.601939 468.368715 \n",
       "L 227.601939 495.866955 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 495.866955 \n",
       "L 282.598419 495.866955 \n",
       "L 282.598419 468.368715 \n",
       "L 255.100179 468.368715 \n",
       "L 255.100179 495.866955 \n",
       "\" style=\"fill:#f6bfa6;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 495.866955 \n",
       "L 310.096659 495.866955 \n",
       "L 310.096659 468.368715 \n",
       "L 282.598419 468.368715 \n",
       "L 282.598419 495.866955 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 495.866955 \n",
       "L 337.594899 495.866955 \n",
       "L 337.594899 468.368715 \n",
       "L 310.096659 468.368715 \n",
       "L 310.096659 495.866955 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 495.866955 \n",
       "L 365.093139 495.866955 \n",
       "L 365.093139 468.368715 \n",
       "L 337.594899 468.368715 \n",
       "L 337.594899 495.866955 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 495.866955 \n",
       "L 392.591379 495.866955 \n",
       "L 392.591379 468.368715 \n",
       "L 365.093139 468.368715 \n",
       "L 365.093139 495.866955 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 495.866955 \n",
       "L 420.089619 495.866955 \n",
       "L 420.089619 468.368715 \n",
       "L 392.591379 468.368715 \n",
       "L 392.591379 495.866955 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 495.866955 \n",
       "L 447.587859 495.866955 \n",
       "L 447.587859 468.368715 \n",
       "L 420.089619 468.368715 \n",
       "L 420.089619 495.866955 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 495.866955 \n",
       "L 475.086099 495.866955 \n",
       "L 475.086099 468.368715 \n",
       "L 447.587859 468.368715 \n",
       "L 447.587859 495.866955 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 495.866955 \n",
       "L 502.584339 495.866955 \n",
       "L 502.584339 468.368715 \n",
       "L 475.086099 468.368715 \n",
       "L 475.086099 495.866955 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 495.866955 \n",
       "L 530.082579 495.866955 \n",
       "L 530.082579 468.368715 \n",
       "L 502.584339 468.368715 \n",
       "L 502.584339 495.866955 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 495.866955 \n",
       "L 557.580819 495.866955 \n",
       "L 557.580819 468.368715 \n",
       "L 530.082579 468.368715 \n",
       "L 530.082579 495.866955 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 495.866955 \n",
       "L 585.079059 495.866955 \n",
       "L 585.079059 468.368715 \n",
       "L 557.580819 468.368715 \n",
       "L 557.580819 495.866955 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 495.866955 \n",
       "L 612.577299 495.866955 \n",
       "L 612.577299 468.368715 \n",
       "L 585.079059 468.368715 \n",
       "L 585.079059 495.866955 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 468.368715 \n",
       "L 90.110739 468.368715 \n",
       "L 90.110739 440.870475 \n",
       "L 62.612499 440.870475 \n",
       "L 62.612499 468.368715 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 468.368715 \n",
       "L 117.608979 468.368715 \n",
       "L 117.608979 440.870475 \n",
       "L 90.110739 440.870475 \n",
       "L 90.110739 468.368715 \n",
       "\" style=\"fill:#f2cbb7;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 468.368715 \n",
       "L 145.107219 468.368715 \n",
       "L 145.107219 440.870475 \n",
       "L 117.608979 440.870475 \n",
       "L 117.608979 468.368715 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 468.368715 \n",
       "L 172.605459 468.368715 \n",
       "L 172.605459 440.870475 \n",
       "L 145.107219 440.870475 \n",
       "L 145.107219 468.368715 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 468.368715 \n",
       "L 200.103699 468.368715 \n",
       "L 200.103699 440.870475 \n",
       "L 172.605459 440.870475 \n",
       "L 172.605459 468.368715 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 468.368715 \n",
       "L 227.601939 468.368715 \n",
       "L 227.601939 440.870475 \n",
       "L 200.103699 440.870475 \n",
       "L 200.103699 468.368715 \n",
       "\" style=\"fill:#f7ba9f;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 468.368715 \n",
       "L 255.100179 468.368715 \n",
       "L 255.100179 440.870475 \n",
       "L 227.601939 440.870475 \n",
       "L 227.601939 468.368715 \n",
       "\" style=\"fill:#f7b89c;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 468.368715 \n",
       "L 282.598419 468.368715 \n",
       "L 282.598419 440.870475 \n",
       "L 255.100179 440.870475 \n",
       "L 255.100179 468.368715 \n",
       "\" style=\"fill:#f6bda2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 468.368715 \n",
       "L 310.096659 468.368715 \n",
       "L 310.096659 440.870475 \n",
       "L 282.598419 440.870475 \n",
       "L 282.598419 468.368715 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 468.368715 \n",
       "L 337.594899 468.368715 \n",
       "L 337.594899 440.870475 \n",
       "L 310.096659 440.870475 \n",
       "L 310.096659 468.368715 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 468.368715 \n",
       "L 365.093139 468.368715 \n",
       "L 365.093139 440.870475 \n",
       "L 337.594899 440.870475 \n",
       "L 337.594899 468.368715 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 468.368715 \n",
       "L 392.591379 468.368715 \n",
       "L 392.591379 440.870475 \n",
       "L 365.093139 440.870475 \n",
       "L 365.093139 468.368715 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 468.368715 \n",
       "L 420.089619 468.368715 \n",
       "L 420.089619 440.870475 \n",
       "L 392.591379 440.870475 \n",
       "L 392.591379 468.368715 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 468.368715 \n",
       "L 447.587859 468.368715 \n",
       "L 447.587859 440.870475 \n",
       "L 420.089619 440.870475 \n",
       "L 420.089619 468.368715 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 468.368715 \n",
       "L 475.086099 468.368715 \n",
       "L 475.086099 440.870475 \n",
       "L 447.587859 440.870475 \n",
       "L 447.587859 468.368715 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 468.368715 \n",
       "L 502.584339 468.368715 \n",
       "L 502.584339 440.870475 \n",
       "L 475.086099 440.870475 \n",
       "L 475.086099 468.368715 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 468.368715 \n",
       "L 530.082579 468.368715 \n",
       "L 530.082579 440.870475 \n",
       "L 502.584339 440.870475 \n",
       "L 502.584339 468.368715 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 468.368715 \n",
       "L 557.580819 468.368715 \n",
       "L 557.580819 440.870475 \n",
       "L 530.082579 440.870475 \n",
       "L 530.082579 468.368715 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 468.368715 \n",
       "L 585.079059 468.368715 \n",
       "L 585.079059 440.870475 \n",
       "L 557.580819 440.870475 \n",
       "L 557.580819 468.368715 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 468.368715 \n",
       "L 612.577299 468.368715 \n",
       "L 612.577299 440.870475 \n",
       "L 585.079059 440.870475 \n",
       "L 585.079059 468.368715 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 440.870475 \n",
       "L 90.110739 440.870475 \n",
       "L 90.110739 413.372235 \n",
       "L 62.612499 413.372235 \n",
       "L 62.612499 440.870475 \n",
       "\" style=\"fill:#f1cdba;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 440.870475 \n",
       "L 117.608979 440.870475 \n",
       "L 117.608979 413.372235 \n",
       "L 90.110739 413.372235 \n",
       "L 90.110739 440.870475 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 440.870475 \n",
       "L 145.107219 440.870475 \n",
       "L 145.107219 413.372235 \n",
       "L 117.608979 413.372235 \n",
       "L 117.608979 440.870475 \n",
       "\" style=\"fill:#f7b599;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 440.870475 \n",
       "L 172.605459 440.870475 \n",
       "L 172.605459 413.372235 \n",
       "L 145.107219 413.372235 \n",
       "L 145.107219 440.870475 \n",
       "\" style=\"fill:#f6bea4;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 440.870475 \n",
       "L 200.103699 440.870475 \n",
       "L 200.103699 413.372235 \n",
       "L 172.605459 413.372235 \n",
       "L 172.605459 440.870475 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 440.870475 \n",
       "L 227.601939 440.870475 \n",
       "L 227.601939 413.372235 \n",
       "L 200.103699 413.372235 \n",
       "L 200.103699 440.870475 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 440.870475 \n",
       "L 255.100179 440.870475 \n",
       "L 255.100179 413.372235 \n",
       "L 227.601939 413.372235 \n",
       "L 227.601939 440.870475 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 440.870475 \n",
       "L 282.598419 440.870475 \n",
       "L 282.598419 413.372235 \n",
       "L 255.100179 413.372235 \n",
       "L 255.100179 440.870475 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 440.870475 \n",
       "L 310.096659 440.870475 \n",
       "L 310.096659 413.372235 \n",
       "L 282.598419 413.372235 \n",
       "L 282.598419 440.870475 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 440.870475 \n",
       "L 337.594899 440.870475 \n",
       "L 337.594899 413.372235 \n",
       "L 310.096659 413.372235 \n",
       "L 310.096659 440.870475 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 440.870475 \n",
       "L 365.093139 440.870475 \n",
       "L 365.093139 413.372235 \n",
       "L 337.594899 413.372235 \n",
       "L 337.594899 440.870475 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 440.870475 \n",
       "L 392.591379 440.870475 \n",
       "L 392.591379 413.372235 \n",
       "L 365.093139 413.372235 \n",
       "L 365.093139 440.870475 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 440.870475 \n",
       "L 420.089619 440.870475 \n",
       "L 420.089619 413.372235 \n",
       "L 392.591379 413.372235 \n",
       "L 392.591379 440.870475 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 440.870475 \n",
       "L 447.587859 440.870475 \n",
       "L 447.587859 413.372235 \n",
       "L 420.089619 413.372235 \n",
       "L 420.089619 440.870475 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 440.870475 \n",
       "L 475.086099 440.870475 \n",
       "L 475.086099 413.372235 \n",
       "L 447.587859 413.372235 \n",
       "L 447.587859 440.870475 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 440.870475 \n",
       "L 502.584339 440.870475 \n",
       "L 502.584339 413.372235 \n",
       "L 475.086099 413.372235 \n",
       "L 475.086099 440.870475 \n",
       "\" style=\"fill:#f7b99e;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 440.870475 \n",
       "L 530.082579 440.870475 \n",
       "L 530.082579 413.372235 \n",
       "L 502.584339 413.372235 \n",
       "L 502.584339 440.870475 \n",
       "\" style=\"fill:#f7b599;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 440.870475 \n",
       "L 557.580819 440.870475 \n",
       "L 557.580819 413.372235 \n",
       "L 530.082579 413.372235 \n",
       "L 530.082579 440.870475 \n",
       "\" style=\"fill:#f7b599;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 440.870475 \n",
       "L 585.079059 440.870475 \n",
       "L 585.079059 413.372235 \n",
       "L 557.580819 413.372235 \n",
       "L 557.580819 440.870475 \n",
       "\" style=\"fill:#f7b599;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 440.870475 \n",
       "L 612.577299 440.870475 \n",
       "L 612.577299 413.372235 \n",
       "L 585.079059 413.372235 \n",
       "L 585.079059 440.870475 \n",
       "\" style=\"fill:#f7b497;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 413.372235 \n",
       "L 90.110739 413.372235 \n",
       "L 90.110739 385.873995 \n",
       "L 62.612499 385.873995 \n",
       "L 62.612499 413.372235 \n",
       "\" style=\"fill:#f2cbb7;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 413.372235 \n",
       "L 117.608979 413.372235 \n",
       "L 117.608979 385.873995 \n",
       "L 90.110739 385.873995 \n",
       "L 90.110739 413.372235 \n",
       "\" style=\"fill:#f7b99e;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 413.372235 \n",
       "L 145.107219 413.372235 \n",
       "L 145.107219 385.873995 \n",
       "L 117.608979 385.873995 \n",
       "L 117.608979 413.372235 \n",
       "\" style=\"fill:#f7b79b;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 413.372235 \n",
       "L 172.605459 413.372235 \n",
       "L 172.605459 385.873995 \n",
       "L 145.107219 385.873995 \n",
       "L 145.107219 413.372235 \n",
       "\" style=\"fill:#f7b497;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 413.372235 \n",
       "L 200.103699 413.372235 \n",
       "L 200.103699 385.873995 \n",
       "L 172.605459 385.873995 \n",
       "L 172.605459 413.372235 \n",
       "\" style=\"fill:#f6bfa6;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 413.372235 \n",
       "L 227.601939 413.372235 \n",
       "L 227.601939 385.873995 \n",
       "L 200.103699 385.873995 \n",
       "L 200.103699 413.372235 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 413.372235 \n",
       "L 255.100179 413.372235 \n",
       "L 255.100179 385.873995 \n",
       "L 227.601939 385.873995 \n",
       "L 227.601939 413.372235 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 413.372235 \n",
       "L 282.598419 413.372235 \n",
       "L 282.598419 385.873995 \n",
       "L 255.100179 385.873995 \n",
       "L 255.100179 413.372235 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 413.372235 \n",
       "L 310.096659 413.372235 \n",
       "L 310.096659 385.873995 \n",
       "L 282.598419 385.873995 \n",
       "L 282.598419 413.372235 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 413.372235 \n",
       "L 337.594899 413.372235 \n",
       "L 337.594899 385.873995 \n",
       "L 310.096659 385.873995 \n",
       "L 310.096659 413.372235 \n",
       "\" style=\"fill:#f6bea4;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 413.372235 \n",
       "L 365.093139 413.372235 \n",
       "L 365.093139 385.873995 \n",
       "L 337.594899 385.873995 \n",
       "L 337.594899 413.372235 \n",
       "\" style=\"fill:#f6bda2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 413.372235 \n",
       "L 392.591379 413.372235 \n",
       "L 392.591379 385.873995 \n",
       "L 365.093139 385.873995 \n",
       "L 365.093139 413.372235 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 413.372235 \n",
       "L 420.089619 413.372235 \n",
       "L 420.089619 385.873995 \n",
       "L 392.591379 385.873995 \n",
       "L 392.591379 413.372235 \n",
       "\" style=\"fill:#f7b599;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 413.372235 \n",
       "L 447.587859 413.372235 \n",
       "L 447.587859 385.873995 \n",
       "L 420.089619 385.873995 \n",
       "L 420.089619 413.372235 \n",
       "\" style=\"fill:#f7b89c;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 413.372235 \n",
       "L 475.086099 413.372235 \n",
       "L 475.086099 385.873995 \n",
       "L 447.587859 385.873995 \n",
       "L 447.587859 413.372235 \n",
       "\" style=\"fill:#f7ba9f;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 413.372235 \n",
       "L 502.584339 413.372235 \n",
       "L 502.584339 385.873995 \n",
       "L 475.086099 385.873995 \n",
       "L 475.086099 413.372235 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 413.372235 \n",
       "L 530.082579 413.372235 \n",
       "L 530.082579 385.873995 \n",
       "L 502.584339 385.873995 \n",
       "L 502.584339 413.372235 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 413.372235 \n",
       "L 557.580819 413.372235 \n",
       "L 557.580819 385.873995 \n",
       "L 530.082579 385.873995 \n",
       "L 530.082579 413.372235 \n",
       "\" style=\"fill:#f6bfa6;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 413.372235 \n",
       "L 585.079059 413.372235 \n",
       "L 585.079059 385.873995 \n",
       "L 557.580819 385.873995 \n",
       "L 557.580819 413.372235 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 413.372235 \n",
       "L 612.577299 413.372235 \n",
       "L 612.577299 385.873995 \n",
       "L 585.079059 385.873995 \n",
       "L 585.079059 413.372235 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 385.873995 \n",
       "L 90.110739 385.873995 \n",
       "L 90.110739 358.375755 \n",
       "L 62.612499 358.375755 \n",
       "L 62.612499 385.873995 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 385.873995 \n",
       "L 117.608979 385.873995 \n",
       "L 117.608979 358.375755 \n",
       "L 90.110739 358.375755 \n",
       "L 90.110739 385.873995 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 385.873995 \n",
       "L 145.107219 385.873995 \n",
       "L 145.107219 358.375755 \n",
       "L 117.608979 358.375755 \n",
       "L 117.608979 385.873995 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 385.873995 \n",
       "L 172.605459 385.873995 \n",
       "L 172.605459 358.375755 \n",
       "L 145.107219 358.375755 \n",
       "L 145.107219 385.873995 \n",
       "\" style=\"fill:#f2c9b4;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 385.873995 \n",
       "L 200.103699 385.873995 \n",
       "L 200.103699 358.375755 \n",
       "L 172.605459 358.375755 \n",
       "L 172.605459 385.873995 \n",
       "\" style=\"fill:#f7b99e;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 385.873995 \n",
       "L 227.601939 385.873995 \n",
       "L 227.601939 358.375755 \n",
       "L 200.103699 358.375755 \n",
       "L 200.103699 385.873995 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 385.873995 \n",
       "L 255.100179 385.873995 \n",
       "L 255.100179 358.375755 \n",
       "L 227.601939 358.375755 \n",
       "L 227.601939 385.873995 \n",
       "\" style=\"fill:#f6bfa6;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 385.873995 \n",
       "L 282.598419 385.873995 \n",
       "L 282.598419 358.375755 \n",
       "L 255.100179 358.375755 \n",
       "L 255.100179 385.873995 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 385.873995 \n",
       "L 310.096659 385.873995 \n",
       "L 310.096659 358.375755 \n",
       "L 282.598419 358.375755 \n",
       "L 282.598419 385.873995 \n",
       "\" style=\"fill:#f7ba9f;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 385.873995 \n",
       "L 337.594899 385.873995 \n",
       "L 337.594899 358.375755 \n",
       "L 310.096659 358.375755 \n",
       "L 310.096659 385.873995 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 385.873995 \n",
       "L 365.093139 385.873995 \n",
       "L 365.093139 358.375755 \n",
       "L 337.594899 358.375755 \n",
       "L 337.594899 385.873995 \n",
       "\" style=\"fill:#f6bda2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 385.873995 \n",
       "L 392.591379 385.873995 \n",
       "L 392.591379 358.375755 \n",
       "L 365.093139 358.375755 \n",
       "L 365.093139 385.873995 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 385.873995 \n",
       "L 420.089619 385.873995 \n",
       "L 420.089619 358.375755 \n",
       "L 392.591379 358.375755 \n",
       "L 392.591379 385.873995 \n",
       "\" style=\"fill:#f7b599;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 385.873995 \n",
       "L 447.587859 385.873995 \n",
       "L 447.587859 358.375755 \n",
       "L 420.089619 358.375755 \n",
       "L 420.089619 385.873995 \n",
       "\" style=\"fill:#f7b599;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 385.873995 \n",
       "L 475.086099 385.873995 \n",
       "L 475.086099 358.375755 \n",
       "L 447.587859 358.375755 \n",
       "L 447.587859 385.873995 \n",
       "\" style=\"fill:#f7b99e;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 385.873995 \n",
       "L 502.584339 385.873995 \n",
       "L 502.584339 358.375755 \n",
       "L 475.086099 358.375755 \n",
       "L 475.086099 385.873995 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 385.873995 \n",
       "L 530.082579 385.873995 \n",
       "L 530.082579 358.375755 \n",
       "L 502.584339 358.375755 \n",
       "L 502.584339 385.873995 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 385.873995 \n",
       "L 557.580819 385.873995 \n",
       "L 557.580819 358.375755 \n",
       "L 530.082579 358.375755 \n",
       "L 530.082579 385.873995 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 385.873995 \n",
       "L 585.079059 385.873995 \n",
       "L 585.079059 358.375755 \n",
       "L 557.580819 358.375755 \n",
       "L 557.580819 385.873995 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 385.873995 \n",
       "L 612.577299 385.873995 \n",
       "L 612.577299 358.375755 \n",
       "L 585.079059 358.375755 \n",
       "L 585.079059 385.873995 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 358.375755 \n",
       "L 90.110739 358.375755 \n",
       "L 90.110739 330.877515 \n",
       "L 62.612499 330.877515 \n",
       "L 62.612499 358.375755 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 358.375755 \n",
       "L 117.608979 358.375755 \n",
       "L 117.608979 330.877515 \n",
       "L 90.110739 330.877515 \n",
       "L 90.110739 358.375755 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 358.375755 \n",
       "L 145.107219 358.375755 \n",
       "L 145.107219 330.877515 \n",
       "L 117.608979 330.877515 \n",
       "L 117.608979 358.375755 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 358.375755 \n",
       "L 172.605459 358.375755 \n",
       "L 172.605459 330.877515 \n",
       "L 145.107219 330.877515 \n",
       "L 145.107219 358.375755 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 358.375755 \n",
       "L 200.103699 358.375755 \n",
       "L 200.103699 330.877515 \n",
       "L 172.605459 330.877515 \n",
       "L 172.605459 358.375755 \n",
       "\" style=\"fill:#f6bea4;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 358.375755 \n",
       "L 227.601939 358.375755 \n",
       "L 227.601939 330.877515 \n",
       "L 200.103699 330.877515 \n",
       "L 200.103699 358.375755 \n",
       "\" style=\"fill:#f6bfa6;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 358.375755 \n",
       "L 255.100179 358.375755 \n",
       "L 255.100179 330.877515 \n",
       "L 227.601939 330.877515 \n",
       "L 227.601939 358.375755 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 358.375755 \n",
       "L 282.598419 358.375755 \n",
       "L 282.598419 330.877515 \n",
       "L 255.100179 330.877515 \n",
       "L 255.100179 358.375755 \n",
       "\" style=\"fill:#f5c0a7;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 358.375755 \n",
       "L 310.096659 358.375755 \n",
       "L 310.096659 330.877515 \n",
       "L 282.598419 330.877515 \n",
       "L 282.598419 358.375755 \n",
       "\" style=\"fill:#f6bda2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 358.375755 \n",
       "L 337.594899 358.375755 \n",
       "L 337.594899 330.877515 \n",
       "L 310.096659 330.877515 \n",
       "L 310.096659 358.375755 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 358.375755 \n",
       "L 365.093139 358.375755 \n",
       "L 365.093139 330.877515 \n",
       "L 337.594899 330.877515 \n",
       "L 337.594899 358.375755 \n",
       "\" style=\"fill:#f6bea4;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 358.375755 \n",
       "L 392.591379 358.375755 \n",
       "L 392.591379 330.877515 \n",
       "L 365.093139 330.877515 \n",
       "L 365.093139 358.375755 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 358.375755 \n",
       "L 420.089619 358.375755 \n",
       "L 420.089619 330.877515 \n",
       "L 392.591379 330.877515 \n",
       "L 392.591379 358.375755 \n",
       "\" style=\"fill:#f7ba9f;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 358.375755 \n",
       "L 447.587859 358.375755 \n",
       "L 447.587859 330.877515 \n",
       "L 420.089619 330.877515 \n",
       "L 420.089619 358.375755 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 358.375755 \n",
       "L 475.086099 358.375755 \n",
       "L 475.086099 330.877515 \n",
       "L 447.587859 330.877515 \n",
       "L 447.587859 358.375755 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 358.375755 \n",
       "L 502.584339 358.375755 \n",
       "L 502.584339 330.877515 \n",
       "L 475.086099 330.877515 \n",
       "L 475.086099 358.375755 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 358.375755 \n",
       "L 530.082579 358.375755 \n",
       "L 530.082579 330.877515 \n",
       "L 502.584339 330.877515 \n",
       "L 502.584339 358.375755 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 358.375755 \n",
       "L 557.580819 358.375755 \n",
       "L 557.580819 330.877515 \n",
       "L 530.082579 330.877515 \n",
       "L 530.082579 358.375755 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 358.375755 \n",
       "L 585.079059 358.375755 \n",
       "L 585.079059 330.877515 \n",
       "L 557.580819 330.877515 \n",
       "L 557.580819 358.375755 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 358.375755 \n",
       "L 612.577299 358.375755 \n",
       "L 612.577299 330.877515 \n",
       "L 585.079059 330.877515 \n",
       "L 585.079059 358.375755 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 330.877515 \n",
       "L 90.110739 330.877515 \n",
       "L 90.110739 303.379275 \n",
       "L 62.612499 303.379275 \n",
       "L 62.612499 330.877515 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 330.877515 \n",
       "L 117.608979 330.877515 \n",
       "L 117.608979 303.379275 \n",
       "L 90.110739 303.379275 \n",
       "L 90.110739 330.877515 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 330.877515 \n",
       "L 145.107219 330.877515 \n",
       "L 145.107219 303.379275 \n",
       "L 117.608979 303.379275 \n",
       "L 117.608979 330.877515 \n",
       "\" style=\"fill:#f2cbb7;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 330.877515 \n",
       "L 172.605459 330.877515 \n",
       "L 172.605459 303.379275 \n",
       "L 145.107219 303.379275 \n",
       "L 145.107219 330.877515 \n",
       "\" style=\"fill:#f3c8b2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 330.877515 \n",
       "L 200.103699 330.877515 \n",
       "L 200.103699 303.379275 \n",
       "L 172.605459 303.379275 \n",
       "L 172.605459 330.877515 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 330.877515 \n",
       "L 227.601939 330.877515 \n",
       "L 227.601939 303.379275 \n",
       "L 200.103699 303.379275 \n",
       "L 200.103699 330.877515 \n",
       "\" style=\"fill:#f6bea4;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 330.877515 \n",
       "L 255.100179 330.877515 \n",
       "L 255.100179 303.379275 \n",
       "L 227.601939 303.379275 \n",
       "L 227.601939 330.877515 \n",
       "\" style=\"fill:#f5c0a7;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 330.877515 \n",
       "L 282.598419 330.877515 \n",
       "L 282.598419 303.379275 \n",
       "L 255.100179 303.379275 \n",
       "L 255.100179 330.877515 \n",
       "\" style=\"fill:#f6bfa6;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 330.877515 \n",
       "L 310.096659 330.877515 \n",
       "L 310.096659 303.379275 \n",
       "L 282.598419 303.379275 \n",
       "L 282.598419 330.877515 \n",
       "\" style=\"fill:#f5c0a7;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 330.877515 \n",
       "L 337.594899 330.877515 \n",
       "L 337.594899 303.379275 \n",
       "L 310.096659 303.379275 \n",
       "L 310.096659 330.877515 \n",
       "\" style=\"fill:#f5c0a7;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 330.877515 \n",
       "L 365.093139 330.877515 \n",
       "L 365.093139 303.379275 \n",
       "L 337.594899 303.379275 \n",
       "L 337.594899 330.877515 \n",
       "\" style=\"fill:#f5c2aa;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 330.877515 \n",
       "L 392.591379 330.877515 \n",
       "L 392.591379 303.379275 \n",
       "L 365.093139 303.379275 \n",
       "L 365.093139 330.877515 \n",
       "\" style=\"fill:#f5c2aa;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 330.877515 \n",
       "L 420.089619 330.877515 \n",
       "L 420.089619 303.379275 \n",
       "L 392.591379 303.379275 \n",
       "L 392.591379 330.877515 \n",
       "\" style=\"fill:#f6bea4;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 330.877515 \n",
       "L 447.587859 330.877515 \n",
       "L 447.587859 303.379275 \n",
       "L 420.089619 303.379275 \n",
       "L 420.089619 330.877515 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 330.877515 \n",
       "L 475.086099 330.877515 \n",
       "L 475.086099 303.379275 \n",
       "L 447.587859 303.379275 \n",
       "L 447.587859 330.877515 \n",
       "\" style=\"fill:#f6bda2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 330.877515 \n",
       "L 502.584339 330.877515 \n",
       "L 502.584339 303.379275 \n",
       "L 475.086099 303.379275 \n",
       "L 475.086099 330.877515 \n",
       "\" style=\"fill:#f6bda2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 330.877515 \n",
       "L 530.082579 330.877515 \n",
       "L 530.082579 303.379275 \n",
       "L 502.584339 303.379275 \n",
       "L 502.584339 330.877515 \n",
       "\" style=\"fill:#f6bda2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 330.877515 \n",
       "L 557.580819 330.877515 \n",
       "L 557.580819 303.379275 \n",
       "L 530.082579 303.379275 \n",
       "L 530.082579 330.877515 \n",
       "\" style=\"fill:#f6bea4;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 330.877515 \n",
       "L 585.079059 330.877515 \n",
       "L 585.079059 303.379275 \n",
       "L 557.580819 303.379275 \n",
       "L 557.580819 330.877515 \n",
       "\" style=\"fill:#f6bda2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 330.877515 \n",
       "L 612.577299 330.877515 \n",
       "L 612.577299 303.379275 \n",
       "L 585.079059 303.379275 \n",
       "L 585.079059 330.877515 \n",
       "\" style=\"fill:#f7bca1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 303.379275 \n",
       "L 90.110739 303.379275 \n",
       "L 90.110739 275.881035 \n",
       "L 62.612499 275.881035 \n",
       "L 62.612499 303.379275 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 303.379275 \n",
       "L 117.608979 303.379275 \n",
       "L 117.608979 275.881035 \n",
       "L 90.110739 275.881035 \n",
       "L 90.110739 303.379275 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 303.379275 \n",
       "L 145.107219 303.379275 \n",
       "L 145.107219 275.881035 \n",
       "L 117.608979 275.881035 \n",
       "L 117.608979 303.379275 \n",
       "\" style=\"fill:#f1ccb8;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 303.379275 \n",
       "L 172.605459 303.379275 \n",
       "L 172.605459 275.881035 \n",
       "L 145.107219 275.881035 \n",
       "L 145.107219 303.379275 \n",
       "\" style=\"fill:#f2cab5;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 303.379275 \n",
       "L 200.103699 303.379275 \n",
       "L 200.103699 275.881035 \n",
       "L 172.605459 275.881035 \n",
       "L 172.605459 303.379275 \n",
       "\" style=\"fill:#f2cab5;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 303.379275 \n",
       "L 227.601939 303.379275 \n",
       "L 227.601939 275.881035 \n",
       "L 200.103699 275.881035 \n",
       "L 200.103699 303.379275 \n",
       "\" style=\"fill:#f3c8b2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 303.379275 \n",
       "L 255.100179 303.379275 \n",
       "L 255.100179 275.881035 \n",
       "L 227.601939 275.881035 \n",
       "L 227.601939 303.379275 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 303.379275 \n",
       "L 282.598419 303.379275 \n",
       "L 282.598419 275.881035 \n",
       "L 255.100179 275.881035 \n",
       "L 255.100179 303.379275 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 303.379275 \n",
       "L 310.096659 303.379275 \n",
       "L 310.096659 275.881035 \n",
       "L 282.598419 275.881035 \n",
       "L 282.598419 303.379275 \n",
       "\" style=\"fill:#f5c2aa;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 303.379275 \n",
       "L 337.594899 303.379275 \n",
       "L 337.594899 275.881035 \n",
       "L 310.096659 275.881035 \n",
       "L 310.096659 303.379275 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 303.379275 \n",
       "L 365.093139 303.379275 \n",
       "L 365.093139 275.881035 \n",
       "L 337.594899 275.881035 \n",
       "L 337.594899 303.379275 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 303.379275 \n",
       "L 392.591379 303.379275 \n",
       "L 392.591379 275.881035 \n",
       "L 365.093139 275.881035 \n",
       "L 365.093139 303.379275 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 303.379275 \n",
       "L 420.089619 303.379275 \n",
       "L 420.089619 275.881035 \n",
       "L 392.591379 275.881035 \n",
       "L 392.591379 303.379275 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 303.379275 \n",
       "L 447.587859 303.379275 \n",
       "L 447.587859 275.881035 \n",
       "L 420.089619 275.881035 \n",
       "L 420.089619 303.379275 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 303.379275 \n",
       "L 475.086099 303.379275 \n",
       "L 475.086099 275.881035 \n",
       "L 447.587859 275.881035 \n",
       "L 447.587859 303.379275 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 303.379275 \n",
       "L 502.584339 303.379275 \n",
       "L 502.584339 275.881035 \n",
       "L 475.086099 275.881035 \n",
       "L 475.086099 303.379275 \n",
       "\" style=\"fill:#f5c0a7;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 303.379275 \n",
       "L 530.082579 303.379275 \n",
       "L 530.082579 275.881035 \n",
       "L 502.584339 275.881035 \n",
       "L 502.584339 303.379275 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 303.379275 \n",
       "L 557.580819 303.379275 \n",
       "L 557.580819 275.881035 \n",
       "L 530.082579 275.881035 \n",
       "L 530.082579 303.379275 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 303.379275 \n",
       "L 585.079059 303.379275 \n",
       "L 585.079059 275.881035 \n",
       "L 557.580819 275.881035 \n",
       "L 557.580819 303.379275 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 303.379275 \n",
       "L 612.577299 303.379275 \n",
       "L 612.577299 275.881035 \n",
       "L 585.079059 275.881035 \n",
       "L 585.079059 303.379275 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 275.881035 \n",
       "L 90.110739 275.881035 \n",
       "L 90.110739 248.382795 \n",
       "L 62.612499 248.382795 \n",
       "L 62.612499 275.881035 \n",
       "\" style=\"fill:#f0cdbb;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 275.881035 \n",
       "L 117.608979 275.881035 \n",
       "L 117.608979 248.382795 \n",
       "L 90.110739 248.382795 \n",
       "L 90.110739 275.881035 \n",
       "\" style=\"fill:#f1ccb8;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 275.881035 \n",
       "L 145.107219 275.881035 \n",
       "L 145.107219 248.382795 \n",
       "L 117.608979 248.382795 \n",
       "L 117.608979 275.881035 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 275.881035 \n",
       "L 172.605459 275.881035 \n",
       "L 172.605459 248.382795 \n",
       "L 145.107219 248.382795 \n",
       "L 145.107219 275.881035 \n",
       "\" style=\"fill:#f1cdba;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 275.881035 \n",
       "L 200.103699 275.881035 \n",
       "L 200.103699 248.382795 \n",
       "L 172.605459 248.382795 \n",
       "L 172.605459 275.881035 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 275.881035 \n",
       "L 227.601939 275.881035 \n",
       "L 227.601939 248.382795 \n",
       "L 200.103699 248.382795 \n",
       "L 200.103699 275.881035 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 275.881035 \n",
       "L 255.100179 275.881035 \n",
       "L 255.100179 248.382795 \n",
       "L 227.601939 248.382795 \n",
       "L 227.601939 275.881035 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 275.881035 \n",
       "L 282.598419 275.881035 \n",
       "L 282.598419 248.382795 \n",
       "L 255.100179 248.382795 \n",
       "L 255.100179 275.881035 \n",
       "\" style=\"fill:#f2cab5;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 275.881035 \n",
       "L 310.096659 275.881035 \n",
       "L 310.096659 248.382795 \n",
       "L 282.598419 248.382795 \n",
       "L 282.598419 275.881035 \n",
       "\" style=\"fill:#f3c8b2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 275.881035 \n",
       "L 337.594899 275.881035 \n",
       "L 337.594899 248.382795 \n",
       "L 310.096659 248.382795 \n",
       "L 310.096659 275.881035 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 275.881035 \n",
       "L 365.093139 275.881035 \n",
       "L 365.093139 248.382795 \n",
       "L 337.594899 248.382795 \n",
       "L 337.594899 275.881035 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 275.881035 \n",
       "L 392.591379 275.881035 \n",
       "L 392.591379 248.382795 \n",
       "L 365.093139 248.382795 \n",
       "L 365.093139 275.881035 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 275.881035 \n",
       "L 420.089619 275.881035 \n",
       "L 420.089619 248.382795 \n",
       "L 392.591379 248.382795 \n",
       "L 392.591379 275.881035 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 275.881035 \n",
       "L 447.587859 275.881035 \n",
       "L 447.587859 248.382795 \n",
       "L 420.089619 248.382795 \n",
       "L 420.089619 275.881035 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 275.881035 \n",
       "L 475.086099 275.881035 \n",
       "L 475.086099 248.382795 \n",
       "L 447.587859 248.382795 \n",
       "L 447.587859 275.881035 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 275.881035 \n",
       "L 502.584339 275.881035 \n",
       "L 502.584339 248.382795 \n",
       "L 475.086099 248.382795 \n",
       "L 475.086099 275.881035 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 275.881035 \n",
       "L 530.082579 275.881035 \n",
       "L 530.082579 248.382795 \n",
       "L 502.584339 248.382795 \n",
       "L 502.584339 275.881035 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 275.881035 \n",
       "L 557.580819 275.881035 \n",
       "L 557.580819 248.382795 \n",
       "L 530.082579 248.382795 \n",
       "L 530.082579 275.881035 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 275.881035 \n",
       "L 585.079059 275.881035 \n",
       "L 585.079059 248.382795 \n",
       "L 557.580819 248.382795 \n",
       "L 557.580819 275.881035 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 275.881035 \n",
       "L 612.577299 275.881035 \n",
       "L 612.577299 248.382795 \n",
       "L 585.079059 248.382795 \n",
       "L 585.079059 275.881035 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 248.382795 \n",
       "L 90.110739 248.382795 \n",
       "L 90.110739 220.884555 \n",
       "L 62.612499 220.884555 \n",
       "L 62.612499 248.382795 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 248.382795 \n",
       "L 117.608979 248.382795 \n",
       "L 117.608979 220.884555 \n",
       "L 90.110739 220.884555 \n",
       "L 90.110739 248.382795 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 248.382795 \n",
       "L 145.107219 248.382795 \n",
       "L 145.107219 220.884555 \n",
       "L 117.608979 220.884555 \n",
       "L 117.608979 248.382795 \n",
       "\" style=\"fill:#f1cdba;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 248.382795 \n",
       "L 172.605459 248.382795 \n",
       "L 172.605459 220.884555 \n",
       "L 145.107219 220.884555 \n",
       "L 145.107219 248.382795 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 248.382795 \n",
       "L 200.103699 248.382795 \n",
       "L 200.103699 220.884555 \n",
       "L 172.605459 220.884555 \n",
       "L 172.605459 248.382795 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 248.382795 \n",
       "L 227.601939 248.382795 \n",
       "L 227.601939 220.884555 \n",
       "L 200.103699 220.884555 \n",
       "L 200.103699 248.382795 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 248.382795 \n",
       "L 255.100179 248.382795 \n",
       "L 255.100179 220.884555 \n",
       "L 227.601939 220.884555 \n",
       "L 227.601939 248.382795 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 248.382795 \n",
       "L 282.598419 248.382795 \n",
       "L 282.598419 220.884555 \n",
       "L 255.100179 220.884555 \n",
       "L 255.100179 248.382795 \n",
       "\" style=\"fill:#f0cdbb;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 248.382795 \n",
       "L 310.096659 248.382795 \n",
       "L 310.096659 220.884555 \n",
       "L 282.598419 220.884555 \n",
       "L 282.598419 248.382795 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 248.382795 \n",
       "L 337.594899 248.382795 \n",
       "L 337.594899 220.884555 \n",
       "L 310.096659 220.884555 \n",
       "L 310.096659 248.382795 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 248.382795 \n",
       "L 365.093139 248.382795 \n",
       "L 365.093139 220.884555 \n",
       "L 337.594899 220.884555 \n",
       "L 337.594899 248.382795 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 248.382795 \n",
       "L 392.591379 248.382795 \n",
       "L 392.591379 220.884555 \n",
       "L 365.093139 220.884555 \n",
       "L 365.093139 248.382795 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 248.382795 \n",
       "L 420.089619 248.382795 \n",
       "L 420.089619 220.884555 \n",
       "L 392.591379 220.884555 \n",
       "L 392.591379 248.382795 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 248.382795 \n",
       "L 447.587859 248.382795 \n",
       "L 447.587859 220.884555 \n",
       "L 420.089619 220.884555 \n",
       "L 420.089619 248.382795 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 248.382795 \n",
       "L 475.086099 248.382795 \n",
       "L 475.086099 220.884555 \n",
       "L 447.587859 220.884555 \n",
       "L 447.587859 248.382795 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 248.382795 \n",
       "L 502.584339 248.382795 \n",
       "L 502.584339 220.884555 \n",
       "L 475.086099 220.884555 \n",
       "L 475.086099 248.382795 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 248.382795 \n",
       "L 530.082579 248.382795 \n",
       "L 530.082579 220.884555 \n",
       "L 502.584339 220.884555 \n",
       "L 502.584339 248.382795 \n",
       "\" style=\"fill:#f3c8b2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 248.382795 \n",
       "L 557.580819 248.382795 \n",
       "L 557.580819 220.884555 \n",
       "L 530.082579 220.884555 \n",
       "L 530.082579 248.382795 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 248.382795 \n",
       "L 585.079059 248.382795 \n",
       "L 585.079059 220.884555 \n",
       "L 557.580819 220.884555 \n",
       "L 557.580819 248.382795 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 248.382795 \n",
       "L 612.577299 248.382795 \n",
       "L 612.577299 220.884555 \n",
       "L 585.079059 220.884555 \n",
       "L 585.079059 248.382795 \n",
       "\" style=\"fill:#f5c2aa;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 220.884555 \n",
       "L 90.110739 220.884555 \n",
       "L 90.110739 193.386315 \n",
       "L 62.612499 193.386315 \n",
       "L 62.612499 220.884555 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 220.884555 \n",
       "L 117.608979 220.884555 \n",
       "L 117.608979 193.386315 \n",
       "L 90.110739 193.386315 \n",
       "L 90.110739 220.884555 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 220.884555 \n",
       "L 145.107219 220.884555 \n",
       "L 145.107219 193.386315 \n",
       "L 117.608979 193.386315 \n",
       "L 117.608979 220.884555 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 220.884555 \n",
       "L 172.605459 220.884555 \n",
       "L 172.605459 193.386315 \n",
       "L 145.107219 193.386315 \n",
       "L 145.107219 220.884555 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 220.884555 \n",
       "L 200.103699 220.884555 \n",
       "L 200.103699 193.386315 \n",
       "L 172.605459 193.386315 \n",
       "L 172.605459 220.884555 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 220.884555 \n",
       "L 227.601939 220.884555 \n",
       "L 227.601939 193.386315 \n",
       "L 200.103699 193.386315 \n",
       "L 200.103699 220.884555 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 220.884555 \n",
       "L 255.100179 220.884555 \n",
       "L 255.100179 193.386315 \n",
       "L 227.601939 193.386315 \n",
       "L 227.601939 220.884555 \n",
       "\" style=\"fill:#f2cab5;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 220.884555 \n",
       "L 282.598419 220.884555 \n",
       "L 282.598419 193.386315 \n",
       "L 255.100179 193.386315 \n",
       "L 255.100179 220.884555 \n",
       "\" style=\"fill:#f2cbb7;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 220.884555 \n",
       "L 310.096659 220.884555 \n",
       "L 310.096659 193.386315 \n",
       "L 282.598419 193.386315 \n",
       "L 282.598419 220.884555 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 220.884555 \n",
       "L 337.594899 220.884555 \n",
       "L 337.594899 193.386315 \n",
       "L 310.096659 193.386315 \n",
       "L 310.096659 220.884555 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 220.884555 \n",
       "L 365.093139 220.884555 \n",
       "L 365.093139 193.386315 \n",
       "L 337.594899 193.386315 \n",
       "L 337.594899 220.884555 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 220.884555 \n",
       "L 392.591379 220.884555 \n",
       "L 392.591379 193.386315 \n",
       "L 365.093139 193.386315 \n",
       "L 365.093139 220.884555 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 220.884555 \n",
       "L 420.089619 220.884555 \n",
       "L 420.089619 193.386315 \n",
       "L 392.591379 193.386315 \n",
       "L 392.591379 220.884555 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 220.884555 \n",
       "L 447.587859 220.884555 \n",
       "L 447.587859 193.386315 \n",
       "L 420.089619 193.386315 \n",
       "L 420.089619 220.884555 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 220.884555 \n",
       "L 475.086099 220.884555 \n",
       "L 475.086099 193.386315 \n",
       "L 447.587859 193.386315 \n",
       "L 447.587859 220.884555 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 220.884555 \n",
       "L 502.584339 220.884555 \n",
       "L 502.584339 193.386315 \n",
       "L 475.086099 193.386315 \n",
       "L 475.086099 220.884555 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 220.884555 \n",
       "L 530.082579 220.884555 \n",
       "L 530.082579 193.386315 \n",
       "L 502.584339 193.386315 \n",
       "L 502.584339 220.884555 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 220.884555 \n",
       "L 557.580819 220.884555 \n",
       "L 557.580819 193.386315 \n",
       "L 530.082579 193.386315 \n",
       "L 530.082579 220.884555 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 220.884555 \n",
       "L 585.079059 220.884555 \n",
       "L 585.079059 193.386315 \n",
       "L 557.580819 193.386315 \n",
       "L 557.580819 220.884555 \n",
       "\" style=\"fill:#f3c8b2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 220.884555 \n",
       "L 612.577299 220.884555 \n",
       "L 612.577299 193.386315 \n",
       "L 585.079059 193.386315 \n",
       "L 585.079059 220.884555 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 193.386315 \n",
       "L 90.110739 193.386315 \n",
       "L 90.110739 165.888075 \n",
       "L 62.612499 165.888075 \n",
       "L 62.612499 193.386315 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 193.386315 \n",
       "L 117.608979 193.386315 \n",
       "L 117.608979 165.888075 \n",
       "L 90.110739 165.888075 \n",
       "L 90.110739 193.386315 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 193.386315 \n",
       "L 145.107219 193.386315 \n",
       "L 145.107219 165.888075 \n",
       "L 117.608979 165.888075 \n",
       "L 117.608979 193.386315 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 193.386315 \n",
       "L 172.605459 193.386315 \n",
       "L 172.605459 165.888075 \n",
       "L 145.107219 165.888075 \n",
       "L 145.107219 193.386315 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 193.386315 \n",
       "L 200.103699 193.386315 \n",
       "L 200.103699 165.888075 \n",
       "L 172.605459 165.888075 \n",
       "L 172.605459 193.386315 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 193.386315 \n",
       "L 227.601939 193.386315 \n",
       "L 227.601939 165.888075 \n",
       "L 200.103699 165.888075 \n",
       "L 200.103699 193.386315 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 193.386315 \n",
       "L 255.100179 193.386315 \n",
       "L 255.100179 165.888075 \n",
       "L 227.601939 165.888075 \n",
       "L 227.601939 193.386315 \n",
       "\" style=\"fill:#f2cab5;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 193.386315 \n",
       "L 282.598419 193.386315 \n",
       "L 282.598419 165.888075 \n",
       "L 255.100179 165.888075 \n",
       "L 255.100179 193.386315 \n",
       "\" style=\"fill:#f2c9b4;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 193.386315 \n",
       "L 310.096659 193.386315 \n",
       "L 310.096659 165.888075 \n",
       "L 282.598419 165.888075 \n",
       "L 282.598419 193.386315 \n",
       "\" style=\"fill:#f3c8b2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 193.386315 \n",
       "L 337.594899 193.386315 \n",
       "L 337.594899 165.888075 \n",
       "L 310.096659 165.888075 \n",
       "L 310.096659 193.386315 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 193.386315 \n",
       "L 365.093139 193.386315 \n",
       "L 365.093139 165.888075 \n",
       "L 337.594899 165.888075 \n",
       "L 337.594899 193.386315 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 193.386315 \n",
       "L 392.591379 193.386315 \n",
       "L 392.591379 165.888075 \n",
       "L 365.093139 165.888075 \n",
       "L 365.093139 193.386315 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 193.386315 \n",
       "L 420.089619 193.386315 \n",
       "L 420.089619 165.888075 \n",
       "L 392.591379 165.888075 \n",
       "L 392.591379 193.386315 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 193.386315 \n",
       "L 447.587859 193.386315 \n",
       "L 447.587859 165.888075 \n",
       "L 420.089619 165.888075 \n",
       "L 420.089619 193.386315 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 193.386315 \n",
       "L 475.086099 193.386315 \n",
       "L 475.086099 165.888075 \n",
       "L 447.587859 165.888075 \n",
       "L 447.587859 193.386315 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 193.386315 \n",
       "L 502.584339 193.386315 \n",
       "L 502.584339 165.888075 \n",
       "L 475.086099 165.888075 \n",
       "L 475.086099 193.386315 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 193.386315 \n",
       "L 530.082579 193.386315 \n",
       "L 530.082579 165.888075 \n",
       "L 502.584339 165.888075 \n",
       "L 502.584339 193.386315 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 193.386315 \n",
       "L 557.580819 193.386315 \n",
       "L 557.580819 165.888075 \n",
       "L 530.082579 165.888075 \n",
       "L 530.082579 193.386315 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 193.386315 \n",
       "L 585.079059 193.386315 \n",
       "L 585.079059 165.888075 \n",
       "L 557.580819 165.888075 \n",
       "L 557.580819 193.386315 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 193.386315 \n",
       "L 612.577299 193.386315 \n",
       "L 612.577299 165.888075 \n",
       "L 585.079059 165.888075 \n",
       "L 585.079059 193.386315 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 165.888075 \n",
       "L 90.110739 165.888075 \n",
       "L 90.110739 138.389835 \n",
       "L 62.612499 138.389835 \n",
       "L 62.612499 165.888075 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 165.888075 \n",
       "L 117.608979 165.888075 \n",
       "L 117.608979 138.389835 \n",
       "L 90.110739 138.389835 \n",
       "L 90.110739 165.888075 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 165.888075 \n",
       "L 145.107219 165.888075 \n",
       "L 145.107219 138.389835 \n",
       "L 117.608979 138.389835 \n",
       "L 117.608979 165.888075 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 165.888075 \n",
       "L 172.605459 165.888075 \n",
       "L 172.605459 138.389835 \n",
       "L 145.107219 138.389835 \n",
       "L 145.107219 165.888075 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 165.888075 \n",
       "L 200.103699 165.888075 \n",
       "L 200.103699 138.389835 \n",
       "L 172.605459 138.389835 \n",
       "L 172.605459 165.888075 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 165.888075 \n",
       "L 227.601939 165.888075 \n",
       "L 227.601939 138.389835 \n",
       "L 200.103699 138.389835 \n",
       "L 200.103699 165.888075 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 165.888075 \n",
       "L 255.100179 165.888075 \n",
       "L 255.100179 138.389835 \n",
       "L 227.601939 138.389835 \n",
       "L 227.601939 165.888075 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 165.888075 \n",
       "L 282.598419 165.888075 \n",
       "L 282.598419 138.389835 \n",
       "L 255.100179 138.389835 \n",
       "L 255.100179 165.888075 \n",
       "\" style=\"fill:#eed0c0;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 165.888075 \n",
       "L 310.096659 165.888075 \n",
       "L 310.096659 138.389835 \n",
       "L 282.598419 138.389835 \n",
       "L 282.598419 165.888075 \n",
       "\" style=\"fill:#efcebd;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 165.888075 \n",
       "L 337.594899 165.888075 \n",
       "L 337.594899 138.389835 \n",
       "L 310.096659 138.389835 \n",
       "L 310.096659 165.888075 \n",
       "\" style=\"fill:#f2cbb7;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 165.888075 \n",
       "L 365.093139 165.888075 \n",
       "L 365.093139 138.389835 \n",
       "L 337.594899 138.389835 \n",
       "L 337.594899 165.888075 \n",
       "\" style=\"fill:#f2c9b4;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 165.888075 \n",
       "L 392.591379 165.888075 \n",
       "L 392.591379 138.389835 \n",
       "L 365.093139 138.389835 \n",
       "L 365.093139 165.888075 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 165.888075 \n",
       "L 420.089619 165.888075 \n",
       "L 420.089619 138.389835 \n",
       "L 392.591379 138.389835 \n",
       "L 392.591379 165.888075 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 165.888075 \n",
       "L 447.587859 165.888075 \n",
       "L 447.587859 138.389835 \n",
       "L 420.089619 138.389835 \n",
       "L 420.089619 165.888075 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 165.888075 \n",
       "L 475.086099 165.888075 \n",
       "L 475.086099 138.389835 \n",
       "L 447.587859 138.389835 \n",
       "L 447.587859 165.888075 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 165.888075 \n",
       "L 502.584339 165.888075 \n",
       "L 502.584339 138.389835 \n",
       "L 475.086099 138.389835 \n",
       "L 475.086099 165.888075 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 165.888075 \n",
       "L 530.082579 165.888075 \n",
       "L 530.082579 138.389835 \n",
       "L 502.584339 138.389835 \n",
       "L 502.584339 165.888075 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 165.888075 \n",
       "L 557.580819 165.888075 \n",
       "L 557.580819 138.389835 \n",
       "L 530.082579 138.389835 \n",
       "L 530.082579 165.888075 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 165.888075 \n",
       "L 585.079059 165.888075 \n",
       "L 585.079059 138.389835 \n",
       "L 557.580819 138.389835 \n",
       "L 557.580819 165.888075 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 165.888075 \n",
       "L 612.577299 165.888075 \n",
       "L 612.577299 138.389835 \n",
       "L 585.079059 138.389835 \n",
       "L 585.079059 165.888075 \n",
       "\" style=\"fill:#f5c2aa;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 138.389835 \n",
       "L 90.110739 138.389835 \n",
       "L 90.110739 110.891595 \n",
       "L 62.612499 110.891595 \n",
       "L 62.612499 138.389835 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 138.389835 \n",
       "L 117.608979 138.389835 \n",
       "L 117.608979 110.891595 \n",
       "L 90.110739 110.891595 \n",
       "L 90.110739 138.389835 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 138.389835 \n",
       "L 145.107219 138.389835 \n",
       "L 145.107219 110.891595 \n",
       "L 117.608979 110.891595 \n",
       "L 117.608979 138.389835 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 138.389835 \n",
       "L 172.605459 138.389835 \n",
       "L 172.605459 110.891595 \n",
       "L 145.107219 110.891595 \n",
       "L 145.107219 138.389835 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 138.389835 \n",
       "L 200.103699 138.389835 \n",
       "L 200.103699 110.891595 \n",
       "L 172.605459 110.891595 \n",
       "L 172.605459 138.389835 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 138.389835 \n",
       "L 227.601939 138.389835 \n",
       "L 227.601939 110.891595 \n",
       "L 200.103699 110.891595 \n",
       "L 200.103699 138.389835 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 138.389835 \n",
       "L 255.100179 138.389835 \n",
       "L 255.100179 110.891595 \n",
       "L 227.601939 110.891595 \n",
       "L 227.601939 138.389835 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 138.389835 \n",
       "L 282.598419 138.389835 \n",
       "L 282.598419 110.891595 \n",
       "L 255.100179 110.891595 \n",
       "L 255.100179 138.389835 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 138.389835 \n",
       "L 310.096659 138.389835 \n",
       "L 310.096659 110.891595 \n",
       "L 282.598419 110.891595 \n",
       "L 282.598419 138.389835 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 138.389835 \n",
       "L 337.594899 138.389835 \n",
       "L 337.594899 110.891595 \n",
       "L 310.096659 110.891595 \n",
       "L 310.096659 138.389835 \n",
       "\" style=\"fill:#f1cdba;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 138.389835 \n",
       "L 365.093139 138.389835 \n",
       "L 365.093139 110.891595 \n",
       "L 337.594899 110.891595 \n",
       "L 337.594899 138.389835 \n",
       "\" style=\"fill:#f1ccb8;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 138.389835 \n",
       "L 392.591379 138.389835 \n",
       "L 392.591379 110.891595 \n",
       "L 365.093139 110.891595 \n",
       "L 365.093139 138.389835 \n",
       "\" style=\"fill:#f2cbb7;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 138.389835 \n",
       "L 420.089619 138.389835 \n",
       "L 420.089619 110.891595 \n",
       "L 392.591379 110.891595 \n",
       "L 392.591379 138.389835 \n",
       "\" style=\"fill:#f3c8b2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 138.389835 \n",
       "L 447.587859 138.389835 \n",
       "L 447.587859 110.891595 \n",
       "L 420.089619 110.891595 \n",
       "L 420.089619 138.389835 \n",
       "\" style=\"fill:#f3c7b1;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 138.389835 \n",
       "L 475.086099 138.389835 \n",
       "L 475.086099 110.891595 \n",
       "L 447.587859 110.891595 \n",
       "L 447.587859 138.389835 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 138.389835 \n",
       "L 502.584339 138.389835 \n",
       "L 502.584339 110.891595 \n",
       "L 475.086099 110.891595 \n",
       "L 475.086099 138.389835 \n",
       "\" style=\"fill:#f4c5ad;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 138.389835 \n",
       "L 530.082579 138.389835 \n",
       "L 530.082579 110.891595 \n",
       "L 502.584339 110.891595 \n",
       "L 502.584339 138.389835 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 138.389835 \n",
       "L 557.580819 138.389835 \n",
       "L 557.580819 110.891595 \n",
       "L 530.082579 110.891595 \n",
       "L 530.082579 138.389835 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 138.389835 \n",
       "L 585.079059 138.389835 \n",
       "L 585.079059 110.891595 \n",
       "L 557.580819 110.891595 \n",
       "L 557.580819 138.389835 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 138.389835 \n",
       "L 612.577299 138.389835 \n",
       "L 612.577299 110.891595 \n",
       "L 585.079059 110.891595 \n",
       "L 585.079059 138.389835 \n",
       "\" style=\"fill:#f5c1a9;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 110.891595 \n",
       "L 90.110739 110.891595 \n",
       "L 90.110739 83.393355 \n",
       "L 62.612499 83.393355 \n",
       "L 62.612499 110.891595 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 110.891595 \n",
       "L 117.608979 110.891595 \n",
       "L 117.608979 83.393355 \n",
       "L 90.110739 83.393355 \n",
       "L 90.110739 110.891595 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 110.891595 \n",
       "L 145.107219 110.891595 \n",
       "L 145.107219 83.393355 \n",
       "L 117.608979 83.393355 \n",
       "L 117.608979 110.891595 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 110.891595 \n",
       "L 172.605459 110.891595 \n",
       "L 172.605459 83.393355 \n",
       "L 145.107219 83.393355 \n",
       "L 145.107219 110.891595 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 110.891595 \n",
       "L 200.103699 110.891595 \n",
       "L 200.103699 83.393355 \n",
       "L 172.605459 83.393355 \n",
       "L 172.605459 110.891595 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 110.891595 \n",
       "L 227.601939 110.891595 \n",
       "L 227.601939 83.393355 \n",
       "L 200.103699 83.393355 \n",
       "L 200.103699 110.891595 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 110.891595 \n",
       "L 255.100179 110.891595 \n",
       "L 255.100179 83.393355 \n",
       "L 227.601939 83.393355 \n",
       "L 227.601939 110.891595 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 110.891595 \n",
       "L 282.598419 110.891595 \n",
       "L 282.598419 83.393355 \n",
       "L 255.100179 83.393355 \n",
       "L 255.100179 110.891595 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 110.891595 \n",
       "L 310.096659 110.891595 \n",
       "L 310.096659 83.393355 \n",
       "L 282.598419 83.393355 \n",
       "L 282.598419 110.891595 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 110.891595 \n",
       "L 337.594899 110.891595 \n",
       "L 337.594899 83.393355 \n",
       "L 310.096659 83.393355 \n",
       "L 310.096659 110.891595 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 110.891595 \n",
       "L 365.093139 110.891595 \n",
       "L 365.093139 83.393355 \n",
       "L 337.594899 83.393355 \n",
       "L 337.594899 110.891595 \n",
       "\" style=\"fill:#f1ccb8;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 110.891595 \n",
       "L 392.591379 110.891595 \n",
       "L 392.591379 83.393355 \n",
       "L 365.093139 83.393355 \n",
       "L 365.093139 110.891595 \n",
       "\" style=\"fill:#f2c9b4;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 110.891595 \n",
       "L 420.089619 110.891595 \n",
       "L 420.089619 83.393355 \n",
       "L 392.591379 83.393355 \n",
       "L 392.591379 110.891595 \n",
       "\" style=\"fill:#f3c8b2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 110.891595 \n",
       "L 447.587859 110.891595 \n",
       "L 447.587859 83.393355 \n",
       "L 420.089619 83.393355 \n",
       "L 420.089619 110.891595 \n",
       "\" style=\"fill:#f3c8b2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 110.891595 \n",
       "L 475.086099 110.891595 \n",
       "L 475.086099 83.393355 \n",
       "L 447.587859 83.393355 \n",
       "L 447.587859 110.891595 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 110.891595 \n",
       "L 502.584339 110.891595 \n",
       "L 502.584339 83.393355 \n",
       "L 475.086099 83.393355 \n",
       "L 475.086099 110.891595 \n",
       "\" style=\"fill:#f4c6af;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 110.891595 \n",
       "L 530.082579 110.891595 \n",
       "L 530.082579 83.393355 \n",
       "L 502.584339 83.393355 \n",
       "L 502.584339 110.891595 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 110.891595 \n",
       "L 557.580819 110.891595 \n",
       "L 557.580819 83.393355 \n",
       "L 530.082579 83.393355 \n",
       "L 530.082579 110.891595 \n",
       "\" style=\"fill:#f5c4ac;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 110.891595 \n",
       "L 585.079059 110.891595 \n",
       "L 585.079059 83.393355 \n",
       "L 557.580819 83.393355 \n",
       "L 557.580819 110.891595 \n",
       "\" style=\"fill:#f6bfa6;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 110.891595 \n",
       "L 612.577299 110.891595 \n",
       "L 612.577299 83.393355 \n",
       "L 585.079059 83.393355 \n",
       "L 585.079059 110.891595 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 62.612499 83.393355 \n",
       "L 90.110739 83.393355 \n",
       "L 90.110739 55.895115 \n",
       "L 62.612499 55.895115 \n",
       "L 62.612499 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 90.110739 83.393355 \n",
       "L 117.608979 83.393355 \n",
       "L 117.608979 55.895115 \n",
       "L 90.110739 55.895115 \n",
       "L 90.110739 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 117.608979 83.393355 \n",
       "L 145.107219 83.393355 \n",
       "L 145.107219 55.895115 \n",
       "L 117.608979 55.895115 \n",
       "L 117.608979 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 145.107219 83.393355 \n",
       "L 172.605459 83.393355 \n",
       "L 172.605459 55.895115 \n",
       "L 145.107219 55.895115 \n",
       "L 145.107219 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 172.605459 83.393355 \n",
       "L 200.103699 83.393355 \n",
       "L 200.103699 55.895115 \n",
       "L 172.605459 55.895115 \n",
       "L 172.605459 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 200.103699 83.393355 \n",
       "L 227.601939 83.393355 \n",
       "L 227.601939 55.895115 \n",
       "L 200.103699 55.895115 \n",
       "L 200.103699 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 227.601939 83.393355 \n",
       "L 255.100179 83.393355 \n",
       "L 255.100179 55.895115 \n",
       "L 227.601939 55.895115 \n",
       "L 227.601939 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 255.100179 83.393355 \n",
       "L 282.598419 83.393355 \n",
       "L 282.598419 55.895115 \n",
       "L 255.100179 55.895115 \n",
       "L 255.100179 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 282.598419 83.393355 \n",
       "L 310.096659 83.393355 \n",
       "L 310.096659 55.895115 \n",
       "L 282.598419 55.895115 \n",
       "L 282.598419 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 310.096659 83.393355 \n",
       "L 337.594899 83.393355 \n",
       "L 337.594899 55.895115 \n",
       "L 310.096659 55.895115 \n",
       "L 310.096659 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 337.594899 83.393355 \n",
       "L 365.093139 83.393355 \n",
       "L 365.093139 55.895115 \n",
       "L 337.594899 55.895115 \n",
       "L 337.594899 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 365.093139 83.393355 \n",
       "L 392.591379 83.393355 \n",
       "L 392.591379 55.895115 \n",
       "L 365.093139 55.895115 \n",
       "L 365.093139 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 392.591379 83.393355 \n",
       "L 420.089619 83.393355 \n",
       "L 420.089619 55.895115 \n",
       "L 392.591379 55.895115 \n",
       "L 392.591379 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 420.089619 83.393355 \n",
       "L 447.587859 83.393355 \n",
       "L 447.587859 55.895115 \n",
       "L 420.089619 55.895115 \n",
       "L 420.089619 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 447.587859 83.393355 \n",
       "L 475.086099 83.393355 \n",
       "L 475.086099 55.895115 \n",
       "L 447.587859 55.895115 \n",
       "L 447.587859 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 475.086099 83.393355 \n",
       "L 502.584339 83.393355 \n",
       "L 502.584339 55.895115 \n",
       "L 475.086099 55.895115 \n",
       "L 475.086099 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 502.584339 83.393355 \n",
       "L 530.082579 83.393355 \n",
       "L 530.082579 55.895115 \n",
       "L 502.584339 55.895115 \n",
       "L 502.584339 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 530.082579 83.393355 \n",
       "L 557.580819 83.393355 \n",
       "L 557.580819 55.895115 \n",
       "L 530.082579 55.895115 \n",
       "L 530.082579 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 557.580819 83.393355 \n",
       "L 585.079059 83.393355 \n",
       "L 585.079059 55.895115 \n",
       "L 557.580819 55.895115 \n",
       "L 557.580819 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.079059 83.393355 \n",
       "L 612.577299 83.393355 \n",
       "L 612.577299 55.895115 \n",
       "L 585.079059 55.895115 \n",
       "L 585.079059 83.393355 \n",
       "\" style=\"fill:none;\"/>\n",
       "   </g>\n",
       "   <g id=\"PathCollection_1\">\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 104.433089 260.838783 \n",
       "L 106.246867 268.696405 \n",
       "L 97.932816 278.519569 \n",
       "L 78.433704 285.018136 \n",
       "L 62.86454 283.355554 \n",
       "L 71.782805 271.870375 \n",
       "L 66.03851 260.687019 \n",
       "L 81.003461 252.07285 \n",
       "L 89.316943 246.935043 \n",
       "L 98.537883 246.481457 \n",
       "L 110.328011 253.281846 \n",
       "L 104.433089 260.838783 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-width:2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 534.998835 464.11525 \n",
       "L 542.921255 464.263603 \n",
       "L 552.92233 460.981637 \n",
       "L 545.490443 465.665289 \n",
       "L 546.635209 468.609623 \n",
       "L 535.36034 473.07785 \n",
       "L 529.975845 471.650302 \n",
       "L 527.406089 467.233232 \n",
       "L 533.409576 466.768277 \n",
       "L 534.998835 464.11525 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-width:2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 461.776983 465.069032 \n",
       "L 460.402013 468.313769 \n",
       "L 444.562856 469.248794 \n",
       "L 444.673127 467.433879 \n",
       "L 431.253668 465.289005 \n",
       "L 433.288556 460.614163 \n",
       "L 439.301706 464.320728 \n",
       "L 447.863012 463.694062 \n",
       "L 456.048604 464.474766 \n",
       "L 455.78259 466.388867 \n",
       "L 461.776983 465.069032 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-width:2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 268.409225 403.47304 \n",
       "L 273.909106 400.063182 \n",
       "L 280.508281 407.87249 \n",
       "L 278.963357 422.420515 \n",
       "L 273.961967 421.726494 \n",
       "L 269.475552 425.39867 \n",
       "L 265.310853 422.481335 \n",
       "L 264.870339 409.211082 \n",
       "L 262.359697 402.922824 \n",
       "L 268.409225 403.47304 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-width:2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 268.805403 384.464745 \n",
       "L 275.888858 380.264521 \n",
       "L 277.758909 389.696054 \n",
       "L 274.126236 398.193131 \n",
       "L 269.132235 395.953618 \n",
       "L 266.585784 388.551856 \n",
       "L 268.805403 384.464745 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-width:2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 308.676696 236.158096 \n",
       "L 312.186593 241.673324 \n",
       "L 305.58685 250.582494 \n",
       "L 294.076661 244.36955 \n",
       "L 292.540833 239.803842 \n",
       "L 308.676696 236.158096 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-width:2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 126.281985 209.325999 \n",
       "L 139.552522 208.400353 \n",
       "L 127.796214 220.301319 \n",
       "L 139.00259 218.794479 \n",
       "L 151.054753 218.851888 \n",
       "L 148.187152 227.81392 \n",
       "L 138.298622 237.671757 \n",
       "L 149.671825 238.373452 \n",
       "L 160.341343 252.50768 \n",
       "L 167.870428 254.274281 \n",
       "L 174.640124 266.80646 \n",
       "L 177.774874 271.151343 \n",
       "L 191.101114 273.246482 \n",
       "L 189.764227 280.28077 \n",
       "L 184.160897 283.506181 \n",
       "L 188.552958 289.196477 \n",
       "L 178.658743 294.956687 \n",
       "L 163.943322 294.854942 \n",
       "L 145.21724 297.879422 \n",
       "L 140.088527 295.714086 \n",
       "L 132.816077 300.867524 \n",
       "L 122.64107 299.619308 \n",
       "L 114.913897 303.819248 \n",
       "L 109.06729 301.622933 \n",
       "L 125.198606 290.070114 \n",
       "L 135.044507 287.694184 \n",
       "L 117.780929 285.85227 \n",
       "L 114.668915 281.475272 \n",
       "L 126.16262 278.065982 \n",
       "L 120.13867 272.141219 \n",
       "L 122.228693 264.936694 \n",
       "L 138.59476 265.932823 \n",
       "L 140.212439 259.547084 \n",
       "L 132.677955 252.617382 \n",
       "L 119.32301 250.681965 \n",
       "L 116.701245 247.705231 \n",
       "L 120.698549 242.789954 \n",
       "L 117.081223 239.759506 \n",
       "L 111.159018 244.960406 \n",
       "L 110.514447 234.358528 \n",
       "L 104.96 228.748945 \n",
       "L 108.954462 217.377447 \n",
       "L 117.499 208.455204 \n",
       "L 126.281985 209.325999 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-width:2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 334.968809 433.788319 \n",
       "L 343.318101 432.827999 \n",
       "L 339.357459 441.485935 \n",
       "L 341.003558 444.893803 \n",
       "L 338.6947 450.549995 \n",
       "L 330.282883 446.40718 \n",
       "L 324.689784 445.220352 \n",
       "L 309.33775 439.628105 \n",
       "L 310.87699 433.980724 \n",
       "L 323.748507 434.986231 \n",
       "L 334.968809 433.788319 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-width:2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M 585.509521 362.146063 \n",
       "L 598.058184 366.295415 \n",
       "L 612.082425 375.589679 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-width:2;\"/>\n",
       "    <path clip-path=\"url(#pfa1a8f0c3f)\" d=\"M -6.208812 643.293645 \n",
       "L -7.537173 637.825879 \n",
       "L -6.4393 632.340493 \n",
       "L -9.282459 627.112025 \n",
       "L -15.080183 622.361586 \n",
       "L -14.088318 612.616293 \n",
       "L -9.863368 609.619096 \n",
       "L -6.264232 603.887307 \n",
       "L -6.9736 600.164826 \n",
       "L -3.192006 592.403833 \n",
       "L 2.930278 585.410754 \n",
       "L 6.633432 583.638469 \n",
       "L 9.544799 577.222889 \n",
       "L 9.805697 571.363208 \n",
       "L 13.776286 564.563955 \n",
       "L 21.103302 560.554999 \n",
       "L 28.07535 549.321908 \n",
       "L 33.80714 544.943773 \n",
       "L 44.035577 543.728809 \n",
       "L 52.702607 536.210808 \n",
       "L 58.217266 533.280115 \n",
       "L 67.39927 524.095837 \n",
       "L 64.650467 510.410934 \n",
       "L 68.829376 500.947569 \n",
       "L 70.304385 495.155529 \n",
       "L 77.379314 487.724778 \n",
       "L 88.414885 482.700084 \n",
       "L 96.572341 478.152849 \n",
       "L 103.922093 466.764298 \n",
       "L 107.379697 460.009381 \n",
       "L 115.476618 460.062242 \n",
       "L 122.107623 464.731116 \n",
       "L 132.5674 463.970591 \n",
       "L 143.959929 466.398814 \n",
       "L 148.737936 466.516474 \n",
       "L 159.311679 460.505882 \n",
       "L 171.203551 458.594054 \n",
       "L 178.147747 454.055629 \n",
       "L 188.740531 450.707727 \n",
       "L 207.381921 448.747017 \n",
       "L 225.575408 447.854622 \n",
       "L 231.123035 449.488216 \n",
       "L 241.481068 445.152996 \n",
       "L 253.234533 445.068019 \n",
       "L 257.707876 447.62726 \n",
       "L 265.230139 446.959385 \n",
       "L 277.208693 442.520431 \n",
       "L 284.908299 443.840266 \n",
       "L 284.585445 449.405513 \n",
       "L 293.915235 445.357053 \n",
       "L 294.697927 447.470096 \n",
       "L 289.198047 452.859706 \n",
       "L 289.124154 457.947494 \n",
       "L 292.932463 460.680382 \n",
       "L 291.484169 470.200019 \n",
       "L 284.243834 475.729741 \n",
       "L 286.334425 481.724702 \n",
       "L 292.023016 481.911707 \n",
       "L 294.791146 487.140743 \n",
       "L 298.974034 488.86045 \n",
       "L 311.893297 492.646592 \n",
       "L 316.51215 491.700198 \n",
       "L 325.700976 493.535576 \n",
       "L 340.296463 498.450853 \n",
       "L 345.447912 508.227408 \n",
       "L 355.321664 510.362051 \n",
       "L 370.824894 514.96641 \n",
       "L 382.54255 520.435029 \n",
       "L 387.906014 517.581639 \n",
       "L 393.178533 512.522556 \n",
       "L 390.615029 504.096814 \n",
       "L 394.065243 498.746707 \n",
       "L 401.990506 493.592417 \n",
       "L 409.563357 492.091829 \n",
       "L 424.443047 494.34271 \n",
       "L 428.193947 499.260261 \n",
       "L 432.289301 499.30687 \n",
       "L 435.79124 501.183173 \n",
       "L 446.72052 502.473735 \n",
       "L 449.400546 506.105555 \n",
       "L 464.035254 505.923949 \n",
       "L 474.62008 508.83219 \n",
       "L 485.540833 512.082611 \n",
       "L 490.633736 513.795213 \n",
       "L 499.102393 510.31061 \n",
       "L 503.629734 507.158808 \n",
       "L 513.330123 506.251919 \n",
       "L 521.150799 507.640531 \n",
       "L 524.147427 513.096076 \n",
       "L 526.700131 509.502339 \n",
       "L 535.515514 512.101084 \n",
       "L 544.088757 512.723771 \n",
       "L 549.501104 509.953084 \n",
       "L 552.70122 506.329222 \n",
       "L 551.950358 505.705398 \n",
       "L 554.859452 500.564465 \n",
       "L 557.090439 492.266045 \n",
       "L 558.663782 489.481432 \n",
       "L 558.96731 489.367467 \n",
       "L 562.884753 480.407993 \n",
       "L 568.562545 472.27441 \n",
       "L 567.535438 463.8589 \n",
       "L 570.227401 459.332411 \n",
       "L 566.183204 454.344663 \n",
       "L 570.349039 450.213216 \n",
       "L 563.640731 451.149946 \n",
       "L 554.441106 448.619126 \n",
       "L 546.877349 454.950014 \n",
       "L 530.183313 456.186293 \n",
       "L 521.27869 450.282845 \n",
       "L 509.421775 449.913382 \n",
       "L 506.886123 454.476817 \n",
       "L 499.284282 455.781589 \n",
       "L 488.647163 449.92475 \n",
       "L 476.639052 450.122839 \n",
       "L 470.122864 439.183613 \n",
       "L 462.087332 433.081508 \n",
       "L 467.438291 424.528159 \n",
       "L 460.465674 419.272124 \n",
       "L 472.666474 408.75238 \n",
       "L 489.604924 408.312435 \n",
       "L 494.224915 399.953196 \n",
       "L 515.188805 401.409163 \n",
       "L 528.410459 394.274552 \n",
       "L 541.227978 391.165096 \n",
       "L 559.425444 390.931197 \n",
       "L 578.62387 398.684233 \n",
       "L 594.402776 402.938455 \n",
       "L 607.216316 401.242621 \n",
       "L 616.684796 402.22255 \n",
       "L 629.67113 396.481098 \n",
       "L 631.310977 391.781246 \n",
       "L 628.564447 384.27774 \n",
       "L 622.206844 380.224448 \n",
       "L 616.112413 378.959464 \n",
       "L 612.082425 375.589679 \n",
       "L 598.058184 366.295415 \n",
       "L 585.509521 362.146063 \n",
       "L 576.009779 355.684442 \n",
       "L 584.014049 353.926367 \n",
       "L 593.140918 344.727027 \n",
       "L 586.989646 340.37447 \n",
       "L 603.202244 335.885212 \n",
       "L 602.911221 333.480293 \n",
       "L 593.037469 335.253147 \n",
       "L 584.255621 336.132752 \n",
       "L 576.937983 339.691248 \n",
       "L 566.640769 340.271305 \n",
       "L 557.166605 344.37149 \n",
       "L 557.809471 351.212805 \n",
       "L 563.190555 353.866116 \n",
       "L 574.40972 353.206199 \n",
       "L 572.26172 357.130463 \n",
       "L 560.220642 359.035754 \n",
       "L 545.289227 365.399041 \n",
       "L 539.172628 363.161801 \n",
       "L 541.598009 357.9933 \n",
       "L 529.57853 354.773858 \n",
       "L 531.521337 352.665078 \n",
       "L 542.051596 349.009101 \n",
       "L 538.866258 346.489933 \n",
       "L 521.768654 343.709867 \n",
       "L 521.01154 339.608261 \n",
       "L 510.820049 340.962769 \n",
       "L 506.737769 347.01997 \n",
       "L 498.220798 355.149573 \n",
       "L 498.47658 357.98648 \n",
       "L 493.142673 360.353315 \n",
       "L 489.801592 359.323082 \n",
       "L 486.724251 372.592767 \n",
       "L 481.015766 377.149665 \n",
       "L 476.998852 385.017234 \n",
       "L 480.549674 391.292702 \n",
       "L 481.856436 395.521631 \n",
       "L 491.457923 399.073874 \n",
       "L 489.456002 401.768395 \n",
       "L 476.395207 402.374882 \n",
       "L 471.70246 405.776498 \n",
       "L 462.525003 411.700409 \n",
       "L 459.063989 406.57738 \n",
       "L 459.213479 404.307457 \n",
       "L 452.511992 403.994835 \n",
       "L 446.772244 402.955223 \n",
       "L 433.451688 405.814297 \n",
       "L 441.076264 411.9974 \n",
       "L 435.488281 413.790148 \n",
       "L 429.362018 413.801231 \n",
       "L 423.543263 408.136513 \n",
       "L 421.478818 410.550243 \n",
       "L 423.936599 417.119576 \n",
       "L 429.439321 422.28154 \n",
       "L 425.29338 424.691575 \n",
       "L 431.419074 429.761174 \n",
       "L 436.863819 432.951059 \n",
       "L 437.028657 439.165424 \n",
       "L 426.854218 436.250646 \n",
       "L 430.09867 441.860513 \n",
       "L 423.114117 443.015227 \n",
       "L 427.285637 452.722153 \n",
       "L 419.979936 452.859706 \n",
       "L 410.960495 448.075163 \n",
       "L 406.835585 439.275694 \n",
       "L 404.910967 431.957488 \n",
       "L 400.621219 426.901531 \n",
       "L 394.986059 420.629189 \n",
       "L 394.241449 417.496997 \n",
       "L 392.371398 416.727093 \n",
       "L 392.151426 414.307111 \n",
       "L 386.058699 410.613904 \n",
       "L 385.101506 405.373216 \n",
       "L 386.030848 397.868004 \n",
       "L 387.532004 394.453599 \n",
       "L 385.681279 392.720534 \n",
       "L 383.379241 391.868496 \n",
       "L 380.295647 388.277317 \n",
       "L 375.54265 386.094076 \n",
       "L 365.202806 382.024301 \n",
       "L 358.823604 378.064512 \n",
       "L 348.763415 374.795334 \n",
       "L 339.51377 366.700119 \n",
       "L 341.733389 365.878206 \n",
       "L 336.718358 361.252247 \n",
       "L 336.512595 357.539145 \n",
       "L 329.441645 355.804375 \n",
       "L 326.070438 360.552257 \n",
       "L 322.822576 356.869565 \n",
       "L 323.069263 353.050456 \n",
       "L 325.90958 351.874996 \n",
       "L 317.153879 350.272664 \n",
       "L 308.211173 354.176465 \n",
       "L 308.819366 359.636558 \n",
       "L 307.472816 362.770171 \n",
       "L 311.078205 368.370091 \n",
       "L 321.391902 373.90976 \n",
       "L 326.923613 383.003093 \n",
       "L 339.163065 391.867075 \n",
       "L 347.782349 391.799151 \n",
       "L 350.462944 394.230216 \n",
       "L 347.377076 396.421415 \n",
       "L 365.303982 403.724274 \n",
       "L 374.736084 409.460611 \n",
       "L 375.875167 411.514825 \n",
       "L 373.819816 415.453583 \n",
       "L 367.715153 410.318049 \n",
       "L 358.159139 408.507966 \n",
       "L 353.530054 415.622683 \n",
       "L 361.479757 419.700132 \n",
       "L 360.174701 425.439879 \n",
       "L 355.57972 426.092123 \n",
       "L 349.704692 435.525931 \n",
       "L 345.119374 436.373422 \n",
       "L 345.162005 433.010457 \n",
       "L 347.406065 427.110988 \n",
       "L 349.796774 424.761489 \n",
       "L 345.501342 418.387118 \n",
       "L 342.144346 412.840344 \n",
       "L 337.578353 411.469921 \n",
       "L 334.331059 406.722608 \n",
       "L 327.262951 404.722961 \n",
       "L 322.503701 400.301912 \n",
       "L 314.365287 399.589133 \n",
       "L 305.770445 394.623552 \n",
       "L 295.70855 387.464215 \n",
       "L 288.229486 381.128211 \n",
       "L 284.798597 370.25492 \n",
       "L 279.325999 368.97601 \n",
       "L 270.377609 365.345611 \n",
       "L 265.313695 366.831704 \n",
       "L 258.958366 371.93626 \n",
       "L 254.387258 372.742541 \n",
       "L 244.42256 378.956622 \n",
       "L 222.728839 375.978467 \n",
       "L 206.707793 379.547194 \n",
       "L 205.449346 386.170811 \n",
       "L 206.037645 392.560244 \n",
       "L 195.614245 399.886124 \n",
       "L 181.520659 402.210898 \n",
       "L 180.539593 405.91121 \n",
       "L 173.778991 412.009052 \n",
       "L 169.539831 420.96199 \n",
       "L 173.829579 427.24769 \n",
       "L 167.467429 432.155009 \n",
       "L 165.088657 439.304683 \n",
       "L 156.784269 441.496735 \n",
       "L 148.995992 449.954307 \n",
       "L 135.034275 450.121987 \n",
       "L 124.550625 449.913667 \n",
       "L 117.661564 453.797858 \n",
       "L 113.460487 457.954031 \n",
       "L 108.078835 457.041457 \n",
       "L 104.006217 453.32523 \n",
       "L 100.887951 446.998036 \n",
       "L 90.619726 445.294528 \n",
       "L 86.199245 448.149055 \n",
       "L 80.400384 446.602427 \n",
       "L 74.724297 447.813128 \n",
       "L 76.404501 439.205781 \n",
       "L 75.37171 432.442337 \n",
       "L 70.449897 431.427735 \n",
       "L 67.81989 427.259626 \n",
       "L 68.695232 420.059079 \n",
       "L 73.080472 416.066039 \n",
       "L 73.860891 411.61998 \n",
       "L 76.156108 405.005742 \n",
       "L 75.912263 400.345395 \n",
       "L 73.713106 396.395268 \n",
       "L 73.228826 392.687283 \n",
       "L 73.78302 384.853533 \n",
       "L 69.290352 380.081494 \n",
       "L 84.85099 372.143159 \n",
       "L 98.310805 374.127743 \n",
       "L 113.078519 374.058113 \n",
       "L 124.78225 375.93669 \n",
       "L 133.915087 375.359759 \n",
       "L 151.691934 375.723822 \n",
       "L 157.379956 369.126353 \n",
       "L 159.474527 347.212375 \n",
       "L 148.12406 335.669219 \n",
       "L 140.011508 330.103971 \n",
       "L 123.201517 325.873338 \n",
       "L 122.092844 317.852583 \n",
       "L 136.353826 315.459885 \n",
       "L 154.824979 318.289686 \n",
       "L 151.338386 305.839357 \n",
       "L 161.721997 310.557682 \n",
       "L 187.330888 301.98046 \n",
       "L 190.633318 292.967272 \n",
       "L 200.252993 290.746516 \n",
       "L 209.067808 288.576632 \n",
       "L 214.735937 285.554426 \n",
       "L 224.368117 269.371669 \n",
       "L 239.417191 264.76731 \n",
       "L 248.557134 265.077942 \n",
       "L 250.705134 262.748621 \n",
       "L 259.898506 262.15066 \n",
       "L 261.93851 264.576041 \n",
       "L 269.407343 259.153464 \n",
       "L 266.892722 255.030258 \n",
       "L 266.387979 248.792589 \n",
       "L 261.923163 242.68821 \n",
       "L 261.589509 231.44375 \n",
       "L 263.422045 228.474406 \n",
       "L 266.577258 225.17425 \n",
       "L 276.267984 224.491597 \n",
       "L 280.129723 221.45717 \n",
       "L 288.978074 218.354534 \n",
       "L 288.605201 224.011295 \n",
       "L 285.348244 227.593948 \n",
       "L 286.668079 230.674131 \n",
       "L 292.631777 232.338987 \n",
       "L 289.943793 236.488339 \n",
       "L 286.668079 235.293553 \n",
       "L 278.748501 243.213131 \n",
       "L 281.739444 248.568637 \n",
       "L 281.933839 252.81945 \n",
       "L 293.048986 255.382669 \n",
       "L 292.931895 259.28647 \n",
       "L 304.115819 257.220889 \n",
       "L 310.299491 254.208346 \n",
       "L 322.717989 258.551523 \n",
       "L 327.912069 262.0546 \n",
       "L 335.426943 258.824358 \n",
       "L 352.592187 253.737707 \n",
       "L 366.444201 250.015795 \n",
       "L 377.421795 251.873909 \n",
       "L 378.251097 254.556493 \n",
       "L 388.858659 254.695468 \n",
       "L 391.364754 249.854937 \n",
       "L 406.543425 246.287631 \n",
       "L 404.204441 237.041681 \n",
       "L 404.585272 228.76145 \n",
       "L 409.990797 221.853916 \n",
       "L 420.357356 218.097616 \n",
       "L 429.092026 226.315606 \n",
       "L 437.916504 226.101602 \n",
       "L 440.029832 217.657102 \n",
       "L 441.306468 211.16763 \n",
       "L 437.261702 212.553968 \n",
       "L 430.281128 208.645051 \n",
       "L 429.326777 202.326099 \n",
       "L 443.234495 199.261547 \n",
       "L 457.093331 197.664047 \n",
       "L 469.026981 199.482088 \n",
       "L 480.378016 199.156677 \n",
       "L 492.879502 193.077592 \n",
       "L 481.355672 187.847987 \n",
       "L 461.393878 188.723046 \n",
       "L 442.051078 192.755875 \n",
       "L 424.156003 195.076102 \n",
       "L 417.788168 189.075457 \n",
       "L 407.135134 185.464952 \n",
       "L 409.58382 174.628891 \n",
       "L 404.241955 164.706824 \n",
       "L 409.486623 158.301475 \n",
       "L 419.459846 151.393089 \n",
       "L 444.623676 139.463986 \n",
       "L 451.966323 137.164222 \n",
       "L 450.822125 132.512401 \n",
       "L 435.525795 127.314343 \n",
       "L 416.604751 130.429199 \n",
       "L 405.939211 138.103794 \n",
       "L 407.65636 144.839955 \n",
       "L 390.159169 153.683758 \n",
       "L 368.918465 163.144849 \n",
       "L 360.908511 178.634437 \n",
       "L 368.737713 186.384346 \n",
       "L 379.257173 192.485315 \n",
       "L 369.154353 204.89415 \n",
       "L 357.714647 207.467317 \n",
       "L 353.518686 225.931933 \n",
       "L 347.271922 236.236252 \n",
       "L 333.928629 235.173904 \n",
       "L 327.703464 243.89749 \n",
       "L 314.968364 244.403939 \n",
       "L 311.472677 234.005833 \n",
       "L 302.264526 221.524526 \n",
       "L 293.898751 205.967866 \n",
       "L 286.520294 199.218064 \n",
       "L 264.801562 211.938954 \n",
       "L 250.13673 214.517237 \n",
       "L 234.92566 208.915611 \n",
       "L 230.992302 197.090527 \n",
       "L 227.514804 171.706724 \n",
       "L 237.643201 164.628953 \n",
       "L 266.68696 155.394655 \n",
       "L 288.402849 144.043052 \n",
       "L 308.538574 128.71347 \n",
       "L 334.967672 107.474756 \n",
       "L 353.38909 99.197083 \n",
       "L 383.616266 85.401341 \n",
       "L 407.752989 80.586671 \n",
       "L 425.850416 81.170707 \n",
       "L 442.600156 72.058616 \n",
       "L 462.657441 72.545171 \n",
       "L 482.406651 70.353972 \n",
       "L 516.811031 78.402009 \n",
       "L 502.644121 81.344639 \n",
       "L 514.69543 88.254162 \n",
       "L 526.043055 84.427664 \n",
       "L 544.112062 91.077427 \n",
       "L 574.233515 93.694929 \n",
       "L 615.792969 106.135596 \n",
       "L 624.234911 111.363211 \n",
       "L 624.9619 118.68369 \n",
       "L 612.751418 124.462746 \n",
       "L 594.790996 127.395624 \n",
       "L 545.68711 119.035533 \n",
       "L 537.611221 120.433239 \n",
       "L 555.54342 128.488819 \n",
       "L 556.245222 133.5918 \n",
       "L 556.963869 144.831353 \n",
       "L 571.124143 148.185258 \n",
       "L 579.719432 151.040895 \n",
       "L 581.140982 145.707557 \n",
       "L 574.515105 140.980609 \n",
       "L 581.515728 136.814516 \n",
       "L 608.105536 143.660808 \n",
       "L 617.368593 140.980609 \n",
       "L 609.966067 132.925165 \n",
       "L 635.599816 122.152344 \n",
       "L 645.751616 122.786454 \n",
       "L 656.021769 126.630708 \n",
       "L 662.428843 119.071342 \n",
       "L 653.25707 112.514798 \n",
       "L 658.497047 105.814163 \n",
       "L 650.556012 99.113528 \n",
       "L 681.323173 102.642182 \n",
       "L 687.607237 108.802059 \n",
       "L 673.680259 110.159922 \n",
       "L 673.755437 116.280761 \n",
       "L 682.41348 120.046639 \n",
       "L 699.407502 117.661112 \n",
       "L 702.09793 110.645431 \n",
       "L 763.459372 95.961371 \n",
       "L 771.755921 96.502866 \n",
       "L 760.911825 103.177679 \n",
       "L 774.850074 104.436697 \n",
       "L 782.435908 100.566996 \n",
       "L 803.052328 100.263195 \n",
       "L 819.386063 95.703547 \n",
       "L 831.918881 102.329303 \n",
       "L 844.418701 95.045019 \n",
       "L 832.893198 88.673017 \n",
       "L 838.613168 85.043246 \n",
       "L 871.104868 88.371822 \n",
       "L 886.329043 91.809631 \n",
       "L 926.190987 104.376382 \n",
       "L 933.544236 98.62045 \n",
       "L 922.366312 92.804793 \n",
       "L 922.044912 90.471512 \n",
       "L 908.789221 89.392261 \n",
       "L 912.415469 84.177275 \n",
       "L 906.532605 75.596064 \n",
       "L 906.199766 72.075409 \n",
       "L 926.497867 62.115217 \n",
       "L 933.716705 52.118397 \n",
       "L 941.896222 49.955495 \n",
       "L 971.017298 52.85612 \n",
       "L 973.310541 58.974258 \n",
       "L 962.884088 67.895567 \n",
       "L 969.72565 71.402032 \n",
       "L 973.264894 79.09109 \n",
       "L 970.766049 94.163294 \n",
       "L 982.900167 100.905334 \n",
       "L 978.179599 108.247364 \n",
       "L 956.635278 123.870764 \n",
       "L 969.207584 125.491291 \n",
       "L 973.582664 121.531544 \n",
       "L 985.684309 118.707035 \n",
       "L 988.604842 113.264253 \n",
       "L 998.124623 108.026608 \n",
       "L 991.714893 101.773289 \n",
       "L 996.846945 94.511663 \n",
       "L 984.819434 93.606641 \n",
       "L 982.174214 87.489163 \n",
       "L 990.950882 76.44455 \n",
       "L 976.666096 67.475504 \n",
       "L 996.351756 60.061758 \n",
       "L 993.804759 52.240379 \n",
       "L 999.290658 51.990695 \n",
       "L 1005.070788 58.088815 \n",
       "L 1000.731236 68.703135 \n",
       "L 1012.501913 70.712597 \n",
       "L 1007.486454 62.780564 \n",
       "L 1025.893884 58.456131 \n",
       "L 1048.721572 57.873801 \n",
       "L 1069.048281 64.144722 \n",
       "L 1059.26661 54.983749 \n",
       "L 1058.170726 43.265524 \n",
       "L 1077.297533 41.045905 \n",
       "L 1103.753347 41.531038 \n",
       "L 1127.589953 40.090418 \n",
       "L 1118.650089 34.340155 \n",
       "L 1131.378936 27.116019 \n",
       "L 1144.015702 26.813628 \n",
       "L 1165.401348 21.357515 \n",
       "L 1194.446812 19.890747 \n",
       "L 1198.116431 16.878488 \n",
       "L 1226.998194 15.857634 \n",
       "L 1235.99774 18.327351 \n",
       "L 1260.684111 12.482164 \n",
       "L 1280.890886 12.664906 \n",
       "L 1283.922755 7.917593 \n",
       "L 1294.432552 3.235646 \n",
       "L 1320.399537 -1.278337 \n",
       "L 1339.263742 2.285843 \n",
       "L 1324.286855 4.997131 \n",
       "L 1349.201724 6.682166 \n",
       "L 1352.169932 12.118101 \n",
       "L 1362.220458 9.441201 \n",
       "L 1394.377121 9.588079 \n",
       "L 1419.172284 14.953095 \n",
       "L 1428.000979 19.073432 \n",
       "L 1425.264574 24.791416 \n",
       "L 1413.097196 28.046497 \n",
       "L 1384.191663 34.152477 \n",
       "L 1375.928442 37.416298 \n",
       "L 1389.567569 38.956199 \n",
       "L 1405.837618 41.730882 \n",
       "L 1415.740834 39.649925 \n",
       "L 1421.350915 46.710153 \n",
       "L 1426.182135 43.852206 \n",
       "L 1443.77012 42.114647 \n",
       "L 1479.061471 43.930961 \n",
       "L 1481.741669 49.075551 \n",
       "L 1527.72617 50.71219 \n",
       "L 1528.354156 42.310654 \n",
       "L 1551.697192 44.235861 \n",
       "L 1569.256908 44.175475 \n",
       "L 1587.018791 49.969684 \n",
       "L 1592.081877 57.009124 \n",
       "L 1585.575024 61.614749 \n",
       "L 1599.390029 70.270755 \n",
       "L 1616.687139 74.736938 \n",
       "L 1627.300853 63.195348 \n",
       "L 1644.945484 68.143711 \n",
       "L 1663.691254 65.18677 \n",
       "L 1684.981711 68.570374 \n",
       "L 1693.083133 65.486171 \n",
       "L 1711.075121 67.028272 \n",
       "L 1703.134509 56.816966 \n",
       "L 1717.65644 52.051851 \n",
       "L 1817.00023 59.195057 \n",
       "L 1826.362418 65.72375 \n",
       "L 1855.15551 74.129598 \n",
       "L 1899.570607 72.048571 \n",
       "L 1921.469215 73.860045 \n",
       "L 1930.626349 78.408034 \n",
       "L 1929.288285 86.451379 \n",
       "L 1942.837987 89.582879 \n",
       "L 1957.560985 87.330663 \n",
       "L 1977.067247 87.042591 \n",
       "L 1997.832707 89.201093 \n",
       "L 2018.97976 88.1366 \n",
       "L 2037.840007 97.760635 \n",
       "L 2051.470884 94.242731 \n",
       "L 2042.575974 87.212751 \n",
       "L 2047.47341 82.326093 \n",
       "L 2082.566224 85.401496 \n",
       "L 2105.44608 84.743519 \n",
       "L 2137.079533 89.992911 \n",
       "L 2152.47873 94.792513 \n",
       "L 2152.47873 94.792513 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-width:2;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_3\">\n",
       "    <path d=\"M 62.612499 523.365195 \n",
       "L 62.612499 28.396875 \n",
       "L 612.577299 28.396875 \n",
       "L 612.577299 523.365195 \n",
       "L 62.612499 523.365195 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
       "   </g>\n",
       "   <g id=\"text_1\">\n",
       "    <!-- 0° -->\n",
       "    <g transform=\"translate(161.242959 543.56207)scale(0.2 -0.2)\">\n",
       "     <defs>\n",
       "      <path d=\"M 2034 4250 \n",
       "Q 1547 4250 1301 3770 \n",
       "Q 1056 3291 1056 2328 \n",
       "Q 1056 1369 1301 889 \n",
       "Q 1547 409 2034 409 \n",
       "Q 2525 409 2770 889 \n",
       "Q 3016 1369 3016 2328 \n",
       "Q 3016 3291 2770 3770 \n",
       "Q 2525 4250 2034 4250 \n",
       "z\n",
       "M 2034 4750 \n",
       "Q 2819 4750 3233 4129 \n",
       "Q 3647 3509 3647 2328 \n",
       "Q 3647 1150 3233 529 \n",
       "Q 2819 -91 2034 -91 \n",
       "Q 1250 -91 836 529 \n",
       "Q 422 1150 422 2328 \n",
       "Q 422 3509 836 4129 \n",
       "Q 1250 4750 2034 4750 \n",
       "z\n",
       "\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 1600 4347 \n",
       "Q 1350 4347 1178 4173 \n",
       "Q 1006 4000 1006 3750 \n",
       "Q 1006 3503 1178 3333 \n",
       "Q 1350 3163 1600 3163 \n",
       "Q 1850 3163 2022 3333 \n",
       "Q 2194 3503 2194 3750 \n",
       "Q 2194 3997 2020 4172 \n",
       "Q 1847 4347 1600 4347 \n",
       "z\n",
       "M 1600 4750 \n",
       "Q 1800 4750 1984 4673 \n",
       "Q 2169 4597 2303 4453 \n",
       "Q 2447 4313 2519 4134 \n",
       "Q 2591 3956 2591 3750 \n",
       "Q 2591 3338 2302 3052 \n",
       "Q 2013 2766 1594 2766 \n",
       "Q 1172 2766 890 3047 \n",
       "Q 609 3328 609 3750 \n",
       "Q 609 4169 896 4459 \n",
       "Q 1184 4750 1600 4750 \n",
       "z\n",
       "\" id=\"DejaVuSans-b0\" transform=\"scale(0.015625)\"/>\n",
       "     </defs>\n",
       "     <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "     <use x=\"63.623047\" xlink:href=\"#DejaVuSans-b0\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_2\">\n",
       "    <!-- 10°E -->\n",
       "    <g transform=\"translate(258.554669 543.56207)scale(0.2 -0.2)\">\n",
       "     <defs>\n",
       "      <path d=\"M 794 531 \n",
       "L 1825 531 \n",
       "L 1825 4091 \n",
       "L 703 3866 \n",
       "L 703 4441 \n",
       "L 1819 4666 \n",
       "L 2450 4666 \n",
       "L 2450 531 \n",
       "L 3481 531 \n",
       "L 3481 0 \n",
       "L 794 0 \n",
       "L 794 531 \n",
       "z\n",
       "\" id=\"DejaVuSans-31\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 628 4666 \n",
       "L 3578 4666 \n",
       "L 3578 4134 \n",
       "L 1259 4134 \n",
       "L 1259 2753 \n",
       "L 3481 2753 \n",
       "L 3481 2222 \n",
       "L 1259 2222 \n",
       "L 1259 531 \n",
       "L 3634 531 \n",
       "L 3634 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" id=\"DejaVuSans-45\" transform=\"scale(0.015625)\"/>\n",
       "     </defs>\n",
       "     <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "     <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "     <use x=\"127.246094\" xlink:href=\"#DejaVuSans-b0\"/>\n",
       "     <use x=\"177.246094\" xlink:href=\"#DejaVuSans-45\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_3\">\n",
       "    <!-- 20°E -->\n",
       "    <g transform=\"translate(368.547629 543.56207)scale(0.2 -0.2)\">\n",
       "     <defs>\n",
       "      <path d=\"M 1228 531 \n",
       "L 3431 531 \n",
       "L 3431 0 \n",
       "L 469 0 \n",
       "L 469 531 \n",
       "Q 828 903 1448 1529 \n",
       "Q 2069 2156 2228 2338 \n",
       "Q 2531 2678 2651 2914 \n",
       "Q 2772 3150 2772 3378 \n",
       "Q 2772 3750 2511 3984 \n",
       "Q 2250 4219 1831 4219 \n",
       "Q 1534 4219 1204 4116 \n",
       "Q 875 4013 500 3803 \n",
       "L 500 4441 \n",
       "Q 881 4594 1212 4672 \n",
       "Q 1544 4750 1819 4750 \n",
       "Q 2544 4750 2975 4387 \n",
       "Q 3406 4025 3406 3419 \n",
       "Q 3406 3131 3298 2873 \n",
       "Q 3191 2616 2906 2266 \n",
       "Q 2828 2175 2409 1742 \n",
       "Q 1991 1309 1228 531 \n",
       "z\n",
       "\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\n",
       "     </defs>\n",
       "     <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "     <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "     <use x=\"127.246094\" xlink:href=\"#DejaVuSans-b0\"/>\n",
       "     <use x=\"177.246094\" xlink:href=\"#DejaVuSans-45\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_4\">\n",
       "    <!-- 30°E -->\n",
       "    <g transform=\"translate(478.540589 543.56207)scale(0.2 -0.2)\">\n",
       "     <defs>\n",
       "      <path d=\"M 2597 2516 \n",
       "Q 3050 2419 3304 2112 \n",
       "Q 3559 1806 3559 1356 \n",
       "Q 3559 666 3084 287 \n",
       "Q 2609 -91 1734 -91 \n",
       "Q 1441 -91 1130 -33 \n",
       "Q 819 25 488 141 \n",
       "L 488 750 \n",
       "Q 750 597 1062 519 \n",
       "Q 1375 441 1716 441 \n",
       "Q 2309 441 2620 675 \n",
       "Q 2931 909 2931 1356 \n",
       "Q 2931 1769 2642 2001 \n",
       "Q 2353 2234 1838 2234 \n",
       "L 1294 2234 \n",
       "L 1294 2753 \n",
       "L 1863 2753 \n",
       "Q 2328 2753 2575 2939 \n",
       "Q 2822 3125 2822 3475 \n",
       "Q 2822 3834 2567 4026 \n",
       "Q 2313 4219 1838 4219 \n",
       "Q 1578 4219 1281 4162 \n",
       "Q 984 4106 628 3988 \n",
       "L 628 4550 \n",
       "Q 988 4650 1302 4700 \n",
       "Q 1616 4750 1894 4750 \n",
       "Q 2613 4750 3031 4423 \n",
       "Q 3450 4097 3450 3541 \n",
       "Q 3450 3153 3228 2886 \n",
       "Q 3006 2619 2597 2516 \n",
       "z\n",
       "\" id=\"DejaVuSans-33\" transform=\"scale(0.015625)\"/>\n",
       "     </defs>\n",
       "     <use xlink:href=\"#DejaVuSans-33\"/>\n",
       "     <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "     <use x=\"127.246094\" xlink:href=\"#DejaVuSans-b0\"/>\n",
       "     <use x=\"177.246094\" xlink:href=\"#DejaVuSans-45\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_5\">\n",
       "    <!-- 40°N -->\n",
       "    <g transform=\"translate(7.2 418.890985)scale(0.2 -0.2)\">\n",
       "     <defs>\n",
       "      <path d=\"M 2419 4116 \n",
       "L 825 1625 \n",
       "L 2419 1625 \n",
       "L 2419 4116 \n",
       "z\n",
       "M 2253 4666 \n",
       "L 3047 4666 \n",
       "L 3047 1625 \n",
       "L 3713 1625 \n",
       "L 3713 1100 \n",
       "L 3047 1100 \n",
       "L 3047 0 \n",
       "L 2419 0 \n",
       "L 2419 1100 \n",
       "L 313 1100 \n",
       "L 313 1709 \n",
       "L 2253 4666 \n",
       "z\n",
       "\" id=\"DejaVuSans-34\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 628 4666 \n",
       "L 1478 4666 \n",
       "L 3547 763 \n",
       "L 3547 4666 \n",
       "L 4159 4666 \n",
       "L 4159 0 \n",
       "L 3309 0 \n",
       "L 1241 3903 \n",
       "L 1241 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" id=\"DejaVuSans-4e\" transform=\"scale(0.015625)\"/>\n",
       "     </defs>\n",
       "     <use xlink:href=\"#DejaVuSans-34\"/>\n",
       "     <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "     <use x=\"127.246094\" xlink:href=\"#DejaVuSans-b0\"/>\n",
       "     <use x=\"177.246094\" xlink:href=\"#DejaVuSans-4e\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_6\">\n",
       "    <!-- 50°N -->\n",
       "    <g transform=\"translate(7.2 308.898025)scale(0.2 -0.2)\">\n",
       "     <defs>\n",
       "      <path d=\"M 691 4666 \n",
       "L 3169 4666 \n",
       "L 3169 4134 \n",
       "L 1269 4134 \n",
       "L 1269 2991 \n",
       "Q 1406 3038 1543 3061 \n",
       "Q 1681 3084 1819 3084 \n",
       "Q 2600 3084 3056 2656 \n",
       "Q 3513 2228 3513 1497 \n",
       "Q 3513 744 3044 326 \n",
       "Q 2575 -91 1722 -91 \n",
       "Q 1428 -91 1123 -41 \n",
       "Q 819 9 494 109 \n",
       "L 494 744 \n",
       "Q 775 591 1075 516 \n",
       "Q 1375 441 1709 441 \n",
       "Q 2250 441 2565 725 \n",
       "Q 2881 1009 2881 1497 \n",
       "Q 2881 1984 2565 2268 \n",
       "Q 2250 2553 1709 2553 \n",
       "Q 1456 2553 1204 2497 \n",
       "Q 953 2441 691 2322 \n",
       "L 691 4666 \n",
       "z\n",
       "\" id=\"DejaVuSans-35\" transform=\"scale(0.015625)\"/>\n",
       "     </defs>\n",
       "     <use xlink:href=\"#DejaVuSans-35\"/>\n",
       "     <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "     <use x=\"127.246094\" xlink:href=\"#DejaVuSans-b0\"/>\n",
       "     <use x=\"177.246094\" xlink:href=\"#DejaVuSans-4e\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_7\">\n",
       "    <!-- 60°N -->\n",
       "    <g transform=\"translate(7.2 198.905065)scale(0.2 -0.2)\">\n",
       "     <defs>\n",
       "      <path d=\"M 2113 2584 \n",
       "Q 1688 2584 1439 2293 \n",
       "Q 1191 2003 1191 1497 \n",
       "Q 1191 994 1439 701 \n",
       "Q 1688 409 2113 409 \n",
       "Q 2538 409 2786 701 \n",
       "Q 3034 994 3034 1497 \n",
       "Q 3034 2003 2786 2293 \n",
       "Q 2538 2584 2113 2584 \n",
       "z\n",
       "M 3366 4563 \n",
       "L 3366 3988 \n",
       "Q 3128 4100 2886 4159 \n",
       "Q 2644 4219 2406 4219 \n",
       "Q 1781 4219 1451 3797 \n",
       "Q 1122 3375 1075 2522 \n",
       "Q 1259 2794 1537 2939 \n",
       "Q 1816 3084 2150 3084 \n",
       "Q 2853 3084 3261 2657 \n",
       "Q 3669 2231 3669 1497 \n",
       "Q 3669 778 3244 343 \n",
       "Q 2819 -91 2113 -91 \n",
       "Q 1303 -91 875 529 \n",
       "Q 447 1150 447 2328 \n",
       "Q 447 3434 972 4092 \n",
       "Q 1497 4750 2381 4750 \n",
       "Q 2619 4750 2861 4703 \n",
       "Q 3103 4656 3366 4563 \n",
       "z\n",
       "\" id=\"DejaVuSans-36\" transform=\"scale(0.015625)\"/>\n",
       "     </defs>\n",
       "     <use xlink:href=\"#DejaVuSans-36\"/>\n",
       "     <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "     <use x=\"127.246094\" xlink:href=\"#DejaVuSans-b0\"/>\n",
       "     <use x=\"177.246094\" xlink:href=\"#DejaVuSans-4e\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_8\">\n",
       "    <!-- 70°N -->\n",
       "    <g transform=\"translate(7.2 88.912105)scale(0.2 -0.2)\">\n",
       "     <defs>\n",
       "      <path d=\"M 525 4666 \n",
       "L 3525 4666 \n",
       "L 3525 4397 \n",
       "L 1831 0 \n",
       "L 1172 0 \n",
       "L 2766 4134 \n",
       "L 525 4134 \n",
       "L 525 4666 \n",
       "z\n",
       "\" id=\"DejaVuSans-37\" transform=\"scale(0.015625)\"/>\n",
       "     </defs>\n",
       "     <use xlink:href=\"#DejaVuSans-37\"/>\n",
       "     <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "     <use x=\"127.246094\" xlink:href=\"#DejaVuSans-b0\"/>\n",
       "     <use x=\"177.246094\" xlink:href=\"#DejaVuSans-4e\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_9\">\n",
       "    <!-- EUR temperature difference (%) 50prec -->\n",
       "    <g transform=\"translate(139.180837 22.396875)scale(0.2 -0.2)\">\n",
       "     <defs>\n",
       "      <path d=\"M 556 4666 \n",
       "L 1191 4666 \n",
       "L 1191 1831 \n",
       "Q 1191 1081 1462 751 \n",
       "Q 1734 422 2344 422 \n",
       "Q 2950 422 3222 751 \n",
       "Q 3494 1081 3494 1831 \n",
       "L 3494 4666 \n",
       "L 4128 4666 \n",
       "L 4128 1753 \n",
       "Q 4128 841 3676 375 \n",
       "Q 3225 -91 2344 -91 \n",
       "Q 1459 -91 1007 375 \n",
       "Q 556 841 556 1753 \n",
       "L 556 4666 \n",
       "z\n",
       "\" id=\"DejaVuSans-55\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 2841 2188 \n",
       "Q 3044 2119 3236 1894 \n",
       "Q 3428 1669 3622 1275 \n",
       "L 4263 0 \n",
       "L 3584 0 \n",
       "L 2988 1197 \n",
       "Q 2756 1666 2539 1819 \n",
       "Q 2322 1972 1947 1972 \n",
       "L 1259 1972 \n",
       "L 1259 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "L 2053 4666 \n",
       "Q 2853 4666 3247 4331 \n",
       "Q 3641 3997 3641 3322 \n",
       "Q 3641 2881 3436 2590 \n",
       "Q 3231 2300 2841 2188 \n",
       "z\n",
       "M 1259 4147 \n",
       "L 1259 2491 \n",
       "L 2053 2491 \n",
       "Q 2509 2491 2742 2702 \n",
       "Q 2975 2913 2975 3322 \n",
       "Q 2975 3731 2742 3939 \n",
       "Q 2509 4147 2053 4147 \n",
       "L 1259 4147 \n",
       "z\n",
       "\" id=\"DejaVuSans-52\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-20\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 1172 4494 \n",
       "L 1172 3500 \n",
       "L 2356 3500 \n",
       "L 2356 3053 \n",
       "L 1172 3053 \n",
       "L 1172 1153 \n",
       "Q 1172 725 1289 603 \n",
       "Q 1406 481 1766 481 \n",
       "L 2356 481 \n",
       "L 2356 0 \n",
       "L 1766 0 \n",
       "Q 1100 0 847 248 \n",
       "Q 594 497 594 1153 \n",
       "L 594 3053 \n",
       "L 172 3053 \n",
       "L 172 3500 \n",
       "L 594 3500 \n",
       "L 594 4494 \n",
       "L 1172 4494 \n",
       "z\n",
       "\" id=\"DejaVuSans-74\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 3597 1894 \n",
       "L 3597 1613 \n",
       "L 953 1613 \n",
       "Q 991 1019 1311 708 \n",
       "Q 1631 397 2203 397 \n",
       "Q 2534 397 2845 478 \n",
       "Q 3156 559 3463 722 \n",
       "L 3463 178 \n",
       "Q 3153 47 2828 -22 \n",
       "Q 2503 -91 2169 -91 \n",
       "Q 1331 -91 842 396 \n",
       "Q 353 884 353 1716 \n",
       "Q 353 2575 817 3079 \n",
       "Q 1281 3584 2069 3584 \n",
       "Q 2775 3584 3186 3129 \n",
       "Q 3597 2675 3597 1894 \n",
       "z\n",
       "M 3022 2063 \n",
       "Q 3016 2534 2758 2815 \n",
       "Q 2500 3097 2075 3097 \n",
       "Q 1594 3097 1305 2825 \n",
       "Q 1016 2553 972 2059 \n",
       "L 3022 2063 \n",
       "z\n",
       "\" id=\"DejaVuSans-65\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 3328 2828 \n",
       "Q 3544 3216 3844 3400 \n",
       "Q 4144 3584 4550 3584 \n",
       "Q 5097 3584 5394 3201 \n",
       "Q 5691 2819 5691 2113 \n",
       "L 5691 0 \n",
       "L 5113 0 \n",
       "L 5113 2094 \n",
       "Q 5113 2597 4934 2840 \n",
       "Q 4756 3084 4391 3084 \n",
       "Q 3944 3084 3684 2787 \n",
       "Q 3425 2491 3425 1978 \n",
       "L 3425 0 \n",
       "L 2847 0 \n",
       "L 2847 2094 \n",
       "Q 2847 2600 2669 2842 \n",
       "Q 2491 3084 2119 3084 \n",
       "Q 1678 3084 1418 2786 \n",
       "Q 1159 2488 1159 1978 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 3500 \n",
       "L 1159 3500 \n",
       "L 1159 2956 \n",
       "Q 1356 3278 1631 3431 \n",
       "Q 1906 3584 2284 3584 \n",
       "Q 2666 3584 2933 3390 \n",
       "Q 3200 3197 3328 2828 \n",
       "z\n",
       "\" id=\"DejaVuSans-6d\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 1159 525 \n",
       "L 1159 -1331 \n",
       "L 581 -1331 \n",
       "L 581 3500 \n",
       "L 1159 3500 \n",
       "L 1159 2969 \n",
       "Q 1341 3281 1617 3432 \n",
       "Q 1894 3584 2278 3584 \n",
       "Q 2916 3584 3314 3078 \n",
       "Q 3713 2572 3713 1747 \n",
       "Q 3713 922 3314 415 \n",
       "Q 2916 -91 2278 -91 \n",
       "Q 1894 -91 1617 61 \n",
       "Q 1341 213 1159 525 \n",
       "z\n",
       "M 3116 1747 \n",
       "Q 3116 2381 2855 2742 \n",
       "Q 2594 3103 2138 3103 \n",
       "Q 1681 3103 1420 2742 \n",
       "Q 1159 2381 1159 1747 \n",
       "Q 1159 1113 1420 752 \n",
       "Q 1681 391 2138 391 \n",
       "Q 2594 391 2855 752 \n",
       "Q 3116 1113 3116 1747 \n",
       "z\n",
       "\" id=\"DejaVuSans-70\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 2631 2963 \n",
       "Q 2534 3019 2420 3045 \n",
       "Q 2306 3072 2169 3072 \n",
       "Q 1681 3072 1420 2755 \n",
       "Q 1159 2438 1159 1844 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 3500 \n",
       "L 1159 3500 \n",
       "L 1159 2956 \n",
       "Q 1341 3275 1631 3429 \n",
       "Q 1922 3584 2338 3584 \n",
       "Q 2397 3584 2469 3576 \n",
       "Q 2541 3569 2628 3553 \n",
       "L 2631 2963 \n",
       "z\n",
       "\" id=\"DejaVuSans-72\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 2194 1759 \n",
       "Q 1497 1759 1228 1600 \n",
       "Q 959 1441 959 1056 \n",
       "Q 959 750 1161 570 \n",
       "Q 1363 391 1709 391 \n",
       "Q 2188 391 2477 730 \n",
       "Q 2766 1069 2766 1631 \n",
       "L 2766 1759 \n",
       "L 2194 1759 \n",
       "z\n",
       "M 3341 1997 \n",
       "L 3341 0 \n",
       "L 2766 0 \n",
       "L 2766 531 \n",
       "Q 2569 213 2275 61 \n",
       "Q 1981 -91 1556 -91 \n",
       "Q 1019 -91 701 211 \n",
       "Q 384 513 384 1019 \n",
       "Q 384 1609 779 1909 \n",
       "Q 1175 2209 1959 2209 \n",
       "L 2766 2209 \n",
       "L 2766 2266 \n",
       "Q 2766 2663 2505 2880 \n",
       "Q 2244 3097 1772 3097 \n",
       "Q 1472 3097 1187 3025 \n",
       "Q 903 2953 641 2809 \n",
       "L 641 3341 \n",
       "Q 956 3463 1253 3523 \n",
       "Q 1550 3584 1831 3584 \n",
       "Q 2591 3584 2966 3190 \n",
       "Q 3341 2797 3341 1997 \n",
       "z\n",
       "\" id=\"DejaVuSans-61\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 544 1381 \n",
       "L 544 3500 \n",
       "L 1119 3500 \n",
       "L 1119 1403 \n",
       "Q 1119 906 1312 657 \n",
       "Q 1506 409 1894 409 \n",
       "Q 2359 409 2629 706 \n",
       "Q 2900 1003 2900 1516 \n",
       "L 2900 3500 \n",
       "L 3475 3500 \n",
       "L 3475 0 \n",
       "L 2900 0 \n",
       "L 2900 538 \n",
       "Q 2691 219 2414 64 \n",
       "Q 2138 -91 1772 -91 \n",
       "Q 1169 -91 856 284 \n",
       "Q 544 659 544 1381 \n",
       "z\n",
       "M 1991 3584 \n",
       "L 1991 3584 \n",
       "z\n",
       "\" id=\"DejaVuSans-75\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 2906 2969 \n",
       "L 2906 4863 \n",
       "L 3481 4863 \n",
       "L 3481 0 \n",
       "L 2906 0 \n",
       "L 2906 525 \n",
       "Q 2725 213 2448 61 \n",
       "Q 2172 -91 1784 -91 \n",
       "Q 1150 -91 751 415 \n",
       "Q 353 922 353 1747 \n",
       "Q 353 2572 751 3078 \n",
       "Q 1150 3584 1784 3584 \n",
       "Q 2172 3584 2448 3432 \n",
       "Q 2725 3281 2906 2969 \n",
       "z\n",
       "M 947 1747 \n",
       "Q 947 1113 1208 752 \n",
       "Q 1469 391 1925 391 \n",
       "Q 2381 391 2643 752 \n",
       "Q 2906 1113 2906 1747 \n",
       "Q 2906 2381 2643 2742 \n",
       "Q 2381 3103 1925 3103 \n",
       "Q 1469 3103 1208 2742 \n",
       "Q 947 2381 947 1747 \n",
       "z\n",
       "\" id=\"DejaVuSans-64\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 603 3500 \n",
       "L 1178 3500 \n",
       "L 1178 0 \n",
       "L 603 0 \n",
       "L 603 3500 \n",
       "z\n",
       "M 603 4863 \n",
       "L 1178 4863 \n",
       "L 1178 4134 \n",
       "L 603 4134 \n",
       "L 603 4863 \n",
       "z\n",
       "\" id=\"DejaVuSans-69\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 2375 4863 \n",
       "L 2375 4384 \n",
       "L 1825 4384 \n",
       "Q 1516 4384 1395 4259 \n",
       "Q 1275 4134 1275 3809 \n",
       "L 1275 3500 \n",
       "L 2222 3500 \n",
       "L 2222 3053 \n",
       "L 1275 3053 \n",
       "L 1275 0 \n",
       "L 697 0 \n",
       "L 697 3053 \n",
       "L 147 3053 \n",
       "L 147 3500 \n",
       "L 697 3500 \n",
       "L 697 3744 \n",
       "Q 697 4328 969 4595 \n",
       "Q 1241 4863 1831 4863 \n",
       "L 2375 4863 \n",
       "z\n",
       "\" id=\"DejaVuSans-66\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 3513 2113 \n",
       "L 3513 0 \n",
       "L 2938 0 \n",
       "L 2938 2094 \n",
       "Q 2938 2591 2744 2837 \n",
       "Q 2550 3084 2163 3084 \n",
       "Q 1697 3084 1428 2787 \n",
       "Q 1159 2491 1159 1978 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 3500 \n",
       "L 1159 3500 \n",
       "L 1159 2956 \n",
       "Q 1366 3272 1645 3428 \n",
       "Q 1925 3584 2291 3584 \n",
       "Q 2894 3584 3203 3211 \n",
       "Q 3513 2838 3513 2113 \n",
       "z\n",
       "\" id=\"DejaVuSans-6e\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 3122 3366 \n",
       "L 3122 2828 \n",
       "Q 2878 2963 2633 3030 \n",
       "Q 2388 3097 2138 3097 \n",
       "Q 1578 3097 1268 2742 \n",
       "Q 959 2388 959 1747 \n",
       "Q 959 1106 1268 751 \n",
       "Q 1578 397 2138 397 \n",
       "Q 2388 397 2633 464 \n",
       "Q 2878 531 3122 666 \n",
       "L 3122 134 \n",
       "Q 2881 22 2623 -34 \n",
       "Q 2366 -91 2075 -91 \n",
       "Q 1284 -91 818 406 \n",
       "Q 353 903 353 1747 \n",
       "Q 353 2603 823 3093 \n",
       "Q 1294 3584 2113 3584 \n",
       "Q 2378 3584 2631 3529 \n",
       "Q 2884 3475 3122 3366 \n",
       "z\n",
       "\" id=\"DejaVuSans-63\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 1984 4856 \n",
       "Q 1566 4138 1362 3434 \n",
       "Q 1159 2731 1159 2009 \n",
       "Q 1159 1288 1364 580 \n",
       "Q 1569 -128 1984 -844 \n",
       "L 1484 -844 \n",
       "Q 1016 -109 783 600 \n",
       "Q 550 1309 550 2009 \n",
       "Q 550 2706 781 3412 \n",
       "Q 1013 4119 1484 4856 \n",
       "L 1984 4856 \n",
       "z\n",
       "\" id=\"DejaVuSans-28\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 4653 2053 \n",
       "Q 4381 2053 4226 1822 \n",
       "Q 4072 1591 4072 1178 \n",
       "Q 4072 772 4226 539 \n",
       "Q 4381 306 4653 306 \n",
       "Q 4919 306 5073 539 \n",
       "Q 5228 772 5228 1178 \n",
       "Q 5228 1588 5073 1820 \n",
       "Q 4919 2053 4653 2053 \n",
       "z\n",
       "M 4653 2450 \n",
       "Q 5147 2450 5437 2106 \n",
       "Q 5728 1763 5728 1178 \n",
       "Q 5728 594 5436 251 \n",
       "Q 5144 -91 4653 -91 \n",
       "Q 4153 -91 3862 251 \n",
       "Q 3572 594 3572 1178 \n",
       "Q 3572 1766 3864 2108 \n",
       "Q 4156 2450 4653 2450 \n",
       "z\n",
       "M 1428 4353 \n",
       "Q 1159 4353 1004 4120 \n",
       "Q 850 3888 850 3481 \n",
       "Q 850 3069 1003 2837 \n",
       "Q 1156 2606 1428 2606 \n",
       "Q 1700 2606 1854 2837 \n",
       "Q 2009 3069 2009 3481 \n",
       "Q 2009 3884 1853 4118 \n",
       "Q 1697 4353 1428 4353 \n",
       "z\n",
       "M 4250 4750 \n",
       "L 4750 4750 \n",
       "L 1831 -91 \n",
       "L 1331 -91 \n",
       "L 4250 4750 \n",
       "z\n",
       "M 1428 4750 \n",
       "Q 1922 4750 2215 4408 \n",
       "Q 2509 4066 2509 3481 \n",
       "Q 2509 2891 2217 2550 \n",
       "Q 1925 2209 1428 2209 \n",
       "Q 931 2209 642 2551 \n",
       "Q 353 2894 353 3481 \n",
       "Q 353 4063 643 4406 \n",
       "Q 934 4750 1428 4750 \n",
       "z\n",
       "\" id=\"DejaVuSans-25\" transform=\"scale(0.015625)\"/>\n",
       "      <path d=\"M 513 4856 \n",
       "L 1013 4856 \n",
       "Q 1481 4119 1714 3412 \n",
       "Q 1947 2706 1947 2009 \n",
       "Q 1947 1309 1714 600 \n",
       "Q 1481 -109 1013 -844 \n",
       "L 513 -844 \n",
       "Q 928 -128 1133 580 \n",
       "Q 1338 1288 1338 2009 \n",
       "Q 1338 2731 1133 3434 \n",
       "Q 928 4138 513 4856 \n",
       "z\n",
       "\" id=\"DejaVuSans-29\" transform=\"scale(0.015625)\"/>\n",
       "     </defs>\n",
       "     <use xlink:href=\"#DejaVuSans-45\"/>\n",
       "     <use x=\"63.183594\" xlink:href=\"#DejaVuSans-55\"/>\n",
       "     <use x=\"136.376953\" xlink:href=\"#DejaVuSans-52\"/>\n",
       "     <use x=\"205.859375\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"237.646484\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "     <use x=\"276.855469\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"338.378906\" xlink:href=\"#DejaVuSans-6d\"/>\n",
       "     <use x=\"435.791016\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "     <use x=\"499.267578\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"560.791016\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "     <use x=\"601.904297\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "     <use x=\"663.183594\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "     <use x=\"702.392578\" xlink:href=\"#DejaVuSans-75\"/>\n",
       "     <use x=\"765.771484\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "     <use x=\"804.634766\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"866.158203\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"897.945312\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "     <use x=\"961.421875\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "     <use x=\"989.205078\" xlink:href=\"#DejaVuSans-66\"/>\n",
       "     <use x=\"1024.410156\" xlink:href=\"#DejaVuSans-66\"/>\n",
       "     <use x=\"1059.615234\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"1121.138672\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "     <use x=\"1160.001953\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"1221.525391\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "     <use x=\"1284.904297\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "     <use x=\"1339.884766\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"1401.408203\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"1433.195312\" xlink:href=\"#DejaVuSans-28\"/>\n",
       "     <use x=\"1472.208984\" xlink:href=\"#DejaVuSans-25\"/>\n",
       "     <use x=\"1567.228516\" xlink:href=\"#DejaVuSans-29\"/>\n",
       "     <use x=\"1606.242188\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"1638.029297\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "     <use x=\"1701.652344\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "     <use x=\"1765.275391\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "     <use x=\"1828.751953\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "     <use x=\"1867.615234\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"1929.138672\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"axes_2\">\n",
       "   <g id=\"patch_4\">\n",
       "    <path d=\"M 669.716499 484.623435 \n",
       "L 688.693081 484.623435 \n",
       "L 688.693081 67.138635 \n",
       "L 669.716499 67.138635 \n",
       "z\n",
       "\" style=\"fill:#ffffff;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_5\">\n",
       "    <path clip-path=\"url(#pa6bee6b493)\" d=\"M 679.20479 484.623435 \n",
       "L 669.716499 465.646853 \n",
       "L 669.716499 86.115217 \n",
       "L 679.20479 67.138635 \n",
       "L 679.20479 67.138635 \n",
       "L 688.693081 86.115217 \n",
       "L 688.693081 465.646853 \n",
       "L 679.20479 484.623435 \n",
       "z\n",
       "\" style=\"fill:#ffffff;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.01;\"/>\n",
       "   </g>\n",
       "   <image height=\"418\" id=\"imagebfc2b69e77\" transform=\"scale(1 -1)translate(0 -418)\" width=\"19\" x=\"670\" xlink:href=\"data:image/png;base64,\n",
       "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\" y=\"-66\"/>\n",
       "   <g id=\"matplotlib.axis_1\"/>\n",
       "   <g id=\"matplotlib.axis_2\">\n",
       "    <g id=\"ytick_1\">\n",
       "     <g id=\"line2d_1\">\n",
       "      <defs>\n",
       "       <path d=\"M 0 0 \n",
       "L 3.5 0 \n",
       "\" id=\"m0d0ec9b6e9\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"688.693081\" xlink:href=\"#m0d0ec9b6e9\" y=\"465.646853\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_10\">\n",
       "      <!-- −10.0 -->\n",
       "      <g transform=\"translate(695.693081 473.245291)scale(0.2 -0.2)\">\n",
       "       <defs>\n",
       "        <path d=\"M 678 2272 \n",
       "L 4684 2272 \n",
       "L 4684 1741 \n",
       "L 678 1741 \n",
       "L 678 2272 \n",
       "z\n",
       "\" id=\"DejaVuSans-2212\" transform=\"scale(0.015625)\"/>\n",
       "        <path d=\"M 684 794 \n",
       "L 1344 794 \n",
       "L 1344 0 \n",
       "L 684 0 \n",
       "L 684 794 \n",
       "z\n",
       "\" id=\"DejaVuSans-2e\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"211.035156\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_2\">\n",
       "     <g id=\"line2d_2\">\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"688.693081\" xlink:href=\"#m0d0ec9b6e9\" y=\"418.205399\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_11\">\n",
       "      <!-- −7.5 -->\n",
       "      <g transform=\"translate(695.693081 425.803836)scale(0.2 -0.2)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-37\"/>\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_3\">\n",
       "     <g id=\"line2d_3\">\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"688.693081\" xlink:href=\"#m0d0ec9b6e9\" y=\"370.763944\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_12\">\n",
       "      <!-- −5.0 -->\n",
       "      <g transform=\"translate(695.693081 378.362382)scale(0.2 -0.2)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_4\">\n",
       "     <g id=\"line2d_4\">\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"688.693081\" xlink:href=\"#m0d0ec9b6e9\" y=\"323.32249\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_13\">\n",
       "      <!-- −2.5 -->\n",
       "      <g transform=\"translate(695.693081 330.920927)scale(0.2 -0.2)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_5\">\n",
       "     <g id=\"line2d_5\">\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"688.693081\" xlink:href=\"#m0d0ec9b6e9\" y=\"275.881035\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_14\">\n",
       "      <!-- 0.0 -->\n",
       "      <g transform=\"translate(695.693081 283.479472)scale(0.2 -0.2)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_6\">\n",
       "     <g id=\"line2d_6\">\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"688.693081\" xlink:href=\"#m0d0ec9b6e9\" y=\"228.43958\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_15\">\n",
       "      <!-- 2.5 -->\n",
       "      <g transform=\"translate(695.693081 236.038018)scale(0.2 -0.2)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_7\">\n",
       "     <g id=\"line2d_7\">\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"688.693081\" xlink:href=\"#m0d0ec9b6e9\" y=\"180.998126\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_16\">\n",
       "      <!-- 5.0 -->\n",
       "      <g transform=\"translate(695.693081 188.596563)scale(0.2 -0.2)\">\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_8\">\n",
       "     <g id=\"line2d_8\">\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"688.693081\" xlink:href=\"#m0d0ec9b6e9\" y=\"133.556671\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_17\">\n",
       "      <!-- 7.5 -->\n",
       "      <g transform=\"translate(695.693081 141.155109)scale(0.2 -0.2)\">\n",
       "       <use xlink:href=\"#DejaVuSans-37\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_9\">\n",
       "     <g id=\"line2d_9\">\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"688.693081\" xlink:href=\"#m0d0ec9b6e9\" y=\"86.115217\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_18\">\n",
       "      <!-- 10.0 -->\n",
       "      <g transform=\"translate(695.693081 93.713654)scale(0.2 -0.2)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"LineCollection_1\"/>\n",
       "   <g id=\"patch_6\">\n",
       "    <path d=\"M 679.20479 484.623435 \n",
       "L 669.716499 465.646853 \n",
       "L 669.716499 86.115217 \n",
       "L 679.20479 67.138635 \n",
       "L 679.20479 67.138635 \n",
       "L 688.693081 86.115217 \n",
       "L 688.693081 465.646853 \n",
       "L 679.20479 484.623435 \n",
       "z\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
       "   </g>\n",
       "  </g>\n",
       " </g>\n",
       " <defs>\n",
       "  <clipPath id=\"pfa1a8f0c3f\">\n",
       "   <path d=\"M 62.612499 523.365195 \n",
       "L 62.612499 28.396875 \n",
       "L 612.577299 28.396875 \n",
       "L 612.577299 523.365195 \n",
       "L 62.612499 523.365195 \n",
       "\"/>\n",
       "  </clipPath>\n",
       "  <clipPath id=\"pa6bee6b493\">\n",
       "   <rect height=\"417.4848\" width=\"18.976582\" x=\"669.716499\" y=\"67.138635\"/>\n",
       "  </clipPath>\n",
       " </defs>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<Figure size 921.6x691.2 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot figure\n",
    "# more options about plotting with cartopy can be found via\n",
    "# https://github.com/geek-yang/Energy-Wizard/blob/master/Postprocessing/visualization_gallery.py\n",
    "\n",
    "fig = plt.figure(figsize=(12.8, 9.6))\n",
    "ax = plt.axes(projection=ccrs.PlateCarree())\n",
    "ax.set_extent([-10, 40, 30, 75], ccrs.PlateCarree())  # East, West, South, Nouth\n",
    "ax.coastlines(resolution=\"110m\", color=\"black\", linewidth=2)\n",
    "gl = ax.gridlines(\n",
    "    crs=ccrs.PlateCarree(),\n",
    "    draw_labels=True,\n",
    "    linewidth=1,\n",
    "    color=\"gray\",\n",
    "    alpha=0.5,\n",
    "    linestyle=\"--\",\n",
    ")\n",
    "gl.xlabels_top = False\n",
    "gl.xlabels_bottom = True\n",
    "gl.ylabels_left = True\n",
    "gl.ylabels_right = False\n",
    "gl.xlines = False\n",
    "gl.ylines = False\n",
    "# specify the location of labels\n",
    "# gl.xlocator = mticker.FixedLocator([-10, 0, 10, 20, 30, 40])\n",
    "# gl.ylocator = mticker.FixedLocator([30, 40, 50, 60, 70])\n",
    "# specify label styles\n",
    "gl.xlabel_style = {\"size\": 20, \"color\": \"black\"}\n",
    "gl.ylabel_style = {\"size\": 20, \"color\": \"black\"}\n",
    "cs = plt.pcolormesh(\n",
    "    lon_eur_tas_41_60_vs_95_14_jja_cmip6_50prec,\n",
    "    lat_eur_tas_41_60_vs_95_14_jja_cmip6_50prec,\n",
    "    eur_tas_41_60_vs_95_14_jja_cmip6_50prec,\n",
    "    cmap=cmap_tas,\n",
    "    vmin=-10,\n",
    "    vmax=10,\n",
    ")\n",
    "cbar = fig.colorbar(\n",
    "    cs, extend=\"both\", orientation=\"vertical\", shrink=0.8, pad=0.08, spacing=\"uniform\"\n",
    ")  # , format=\"%.1f\")\n",
    "# cbar.set_label(label,size = 9)\n",
    "# cbar.set_ticks(ticks)\n",
    "cbar.ax.tick_params(labelsize=20)\n",
    "ax.set_title(\"EUR temperature difference (degC) 50 prec\", fontsize=20)\n",
    "# plt.tight_layout()\n",
    "plt.show()\n",
    "fig.savefig(Path(output_path, \"test_tas.png\"), dpi=150)"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "90e02b2587fbb2ca467fc85381f5522fddb4a9e5fbb8605712260c849ecf752b"
  },
  "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": "3.9.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}