WRF_map_projection.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 1193,
     "status": "ok",
     "timestamp": 1676969077539,
     "user": {
      "displayName": "Laurents Marker",
      "userId": "00093468885633509413"
     },
     "user_tz": 0
    },
    "id": "wVvyKuTKHnig",
    "outputId": "146dab45-5fd3-4d6e-acdc-5373dbe87868"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/lmar/.local/lib/python3.9/site-packages/pandas/core/computation/expressions.py:21: UserWarning: Pandas requires version '2.8.4' or newer of 'numexpr' (version '2.8.3' currently installed).\n",
      "  from pandas.core.computation.check import NUMEXPR_INSTALLED\n",
      "/home/lmar/.local/lib/python3.9/site-packages/pandas/core/arrays/masked.py:60: UserWarning: Pandas requires version '1.3.6' or newer of 'bottleneck' (version '1.3.5' currently installed).\n",
      "  from pandas.core import (\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import cartopy\n",
    "from cartopy import crs\n",
    "from cartopy.feature import NaturalEarthFeature\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "from netCDF4 import Dataset\n",
    "import xarray as xr\n",
    "import os\n",
    "\n",
    "from wrf import (getvar, interplevel, vertcross, \n",
    "                 CoordPair, ALL_TIMES, to_np,\n",
    "                 get_cartopy, latlon_coords,\n",
    "                 cartopy_xlim, cartopy_ylim)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following code has been adapted from the WRF python tutorial presented by the National Centre for Atmospheric Research: https://github.com/NCAR/wrf_python_tutorial"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Importing WRF data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here we access data from the forecast that was initialised at 1pm on the 14th May 2024, as can be infered from the directory name.\n",
    "\n",
    "We choose the data valid at 13:00 on the first day of the forecast (2024-05-14) from domain 2.\n",
    "\n",
    "The directory name - which implies the initialisation time - is a convention that we use to store and sort our data.\n",
    "\n",
    "The filename - which implies the valid time - is the standard format for WRF output files.\n",
    "\n",
    "Their generic format is:\n",
    "\n",
    "`wrfout_d{domain number}_{YYYY}-{MM}-{DD}_{hh}:{mm}:{ss}`\n",
    "\n",
    "We then create a `netCDF4` `Dataset` object of this wrfout.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "executionInfo": {
     "elapsed": 867,
     "status": "ok",
     "timestamp": 1676969250462,
     "user": {
      "displayName": "Laurents Marker",
      "userId": "00093468885633509413"
     },
     "user_tz": 0
    },
    "id": "CrlAjZCvJ7k_"
   },
   "outputs": [],
   "source": [
    "WRF_DIRECTORY = \"/data/shared_data/model/2024051412/\" \n",
    "WRF_FILE = WRF_DIRECTORY + \"wrfout_d03_2024-05-14_13:00:00\"\n",
    "\n",
    "wrfout = xr.open_dataset(WRF_FILE)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The `wrfout` variable represents a netCDF file, which we have extracted using `xarray`.\n",
    "\n",
    "In a jupyter notebook `xarray` let's us take a look at our data nicely."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 234MB\n",
       "Dimensions:                (Time: 1, south_north: 145, west_east: 320,\n",
       "                            bottom_top: 50, bottom_top_stag: 51,\n",
       "                            soil_layers_stag: 4, west_east_stag: 321,\n",
       "                            south_north_stag: 146, seed_dim_stag: 8)\n",
       "Coordinates:\n",
       "    XLAT                   (Time, south_north, west_east) float32 186kB ...\n",
       "    XLONG                  (Time, south_north, west_east) float32 186kB ...\n",
       "    XTIME                  (Time) datetime64[ns] 8B ...\n",
       "    XLAT_U                 (Time, south_north, west_east_stag) float32 186kB ...\n",
       "    XLONG_U                (Time, south_north, west_east_stag) float32 186kB ...\n",
       "    XLAT_V                 (Time, south_north_stag, west_east) float32 187kB ...\n",
       "    XLONG_V                (Time, south_north_stag, west_east) float32 187kB ...\n",
       "Dimensions without coordinates: Time, south_north, west_east, bottom_top,\n",
       "                                bottom_top_stag, soil_layers_stag,\n",
       "                                west_east_stag, south_north_stag, seed_dim_stag\n",
       "Data variables: (12/165)\n",
       "    Times                  (Time) |S19 19B ...\n",
       "    LU_INDEX               (Time, south_north, west_east) float32 186kB ...\n",
       "    ZNU                    (Time, bottom_top) float32 200B ...\n",
       "    ZNW                    (Time, bottom_top_stag) float32 204B ...\n",
       "    ZS                     (Time, soil_layers_stag) float32 16B ...\n",
       "    DZS                    (Time, soil_layers_stag) float32 16B ...\n",
       "    ...                     ...\n",
       "    PCB                    (Time, south_north, west_east) float32 186kB ...\n",
       "    PC                     (Time, south_north, west_east) float32 186kB ...\n",
       "    LANDMASK               (Time, south_north, west_east) float32 186kB ...\n",
       "    LAKEMASK               (Time, south_north, west_east) float32 186kB ...\n",
       "    SST                    (Time, south_north, west_east) float32 186kB ...\n",
       "    SST_INPUT              (Time, south_north, west_east) float32 186kB ...\n",
       "Attributes: (12/134)\n",
       "    TITLE:                            OUTPUT FROM WRF V4.4.2 MODEL\n",
       "    START_DATE:                      2024-05-14_12:00:00\n",
       "    SIMULATION_START_DATE:           2024-05-14_12:00:00\n",
       "    WEST-EAST_GRID_DIMENSION:        321\n",
       "    SOUTH-NORTH_GRID_DIMENSION:      146\n",
       "    BOTTOM-TOP_GRID_DIMENSION:       51\n",
       "    ...                              ...\n",
       "    ISLAKE:                          21\n",
       "    ISICE:                           15\n",
       "    ISURBAN:                         13\n",
       "    ISOILWATER:                      14\n",
       "    HYBRID_OPT:                      2\n",
       "    ETAC:                            0.2</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-a78ab9b2-f17c-4a80-9edd-d9262b4f4c1c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a78ab9b2-f17c-4a80-9edd-d9262b4f4c1c' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>Time</span>: 1</li><li><span>south_north</span>: 145</li><li><span>west_east</span>: 320</li><li><span>bottom_top</span>: 50</li><li><span>bottom_top_stag</span>: 51</li><li><span>soil_layers_stag</span>: 4</li><li><span>west_east_stag</span>: 321</li><li><span>south_north_stag</span>: 146</li><li><span>seed_dim_stag</span>: 8</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-c9215a8b-e536-4e87-a7e7-e9d176a62a28' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c9215a8b-e536-4e87-a7e7-e9d176a62a28' class='xr-section-summary' >Coordinates: <span>(7)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>XLAT</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-af5c6b81-2be3-4c3a-af29-f12117c55923' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-af5c6b81-2be3-4c3a-af29-f12117c55923' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-335b45ba-c13a-4d7c-9ba2-533f790af9ac' class='xr-var-data-in' type='checkbox'><label for='data-335b45ba-c13a-4d7c-9ba2-533f790af9ac' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LATITUDE, SOUTH IS NEGATIVE</dd><dt><span>units :</span></dt><dd>degree_north</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XLONG</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6069d2a1-1376-4030-b83c-629d9e801515' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6069d2a1-1376-4030-b83c-629d9e801515' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-32251fd6-b736-423b-874a-552e24c088b2' class='xr-var-data-in' type='checkbox'><label for='data-32251fd6-b736-423b-874a-552e24c088b2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LONGITUDE, WEST IS NEGATIVE</dd><dt><span>units :</span></dt><dd>degree_east</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XTIME</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-843efb7e-3b61-473b-acce-443c5adf7d44' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-843efb7e-3b61-473b-acce-443c5adf7d44' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2f491550-c15f-48d2-8616-16399955316f' class='xr-var-data-in' type='checkbox'><label for='data-2f491550-c15f-48d2-8616-16399955316f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>minutes since 2024-05-14 12:00:00</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=datetime64[ns]]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XLAT_U</span></div><div class='xr-var-dims'>(Time, south_north, west_east_stag)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-50697b5d-49ab-496e-b8e9-5191e8028099' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-50697b5d-49ab-496e-b8e9-5191e8028099' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-188a7c05-0422-49b1-a917-bebc172dfd81' class='xr-var-data-in' type='checkbox'><label for='data-188a7c05-0422-49b1-a917-bebc172dfd81' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LATITUDE, SOUTH IS NEGATIVE</dd><dt><span>units :</span></dt><dd>degree_north</dd><dt><span>stagger :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>[46545 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XLONG_U</span></div><div class='xr-var-dims'>(Time, south_north, west_east_stag)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f3fea1c9-e83b-4e41-9e2a-84c0132b130d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f3fea1c9-e83b-4e41-9e2a-84c0132b130d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bd04094a-0ddb-4466-8098-729b09f6e29a' class='xr-var-data-in' type='checkbox'><label for='data-bd04094a-0ddb-4466-8098-729b09f6e29a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LONGITUDE, WEST IS NEGATIVE</dd><dt><span>units :</span></dt><dd>degree_east</dd><dt><span>stagger :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>[46545 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XLAT_V</span></div><div class='xr-var-dims'>(Time, south_north_stag, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0649fe68-64d6-4474-bef4-124d180a02aa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0649fe68-64d6-4474-bef4-124d180a02aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4cdfcf99-cc77-411a-9c63-9d16e82d80f7' class='xr-var-data-in' type='checkbox'><label for='data-4cdfcf99-cc77-411a-9c63-9d16e82d80f7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LATITUDE, SOUTH IS NEGATIVE</dd><dt><span>units :</span></dt><dd>degree_north</dd><dt><span>stagger :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>[46720 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XLONG_V</span></div><div class='xr-var-dims'>(Time, south_north_stag, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9888d1ae-cda8-437d-82bb-bd9d0c331bed' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9888d1ae-cda8-437d-82bb-bd9d0c331bed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bf59a6f5-eb68-4f6a-917b-7530fe2c1ebc' class='xr-var-data-in' type='checkbox'><label for='data-bf59a6f5-eb68-4f6a-917b-7530fe2c1ebc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LONGITUDE, WEST IS NEGATIVE</dd><dt><span>units :</span></dt><dd>degree_east</dd><dt><span>stagger :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>[46720 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5d11a7e1-7cdb-4da8-9ee7-e1faf78e8d9a' class='xr-section-summary-in' type='checkbox'  ><label for='section-5d11a7e1-7cdb-4da8-9ee7-e1faf78e8d9a' class='xr-section-summary' >Data variables: <span>(165)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>Times</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>|S19</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-74f97f32-0797-4f66-beb6-2ea480af8a69' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-74f97f32-0797-4f66-beb6-2ea480af8a69' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e482bfa1-49cd-499d-bd14-0f323da11f00' class='xr-var-data-in' type='checkbox'><label for='data-e482bfa1-49cd-499d-bd14-0f323da11f00' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[1 values with dtype=|S19]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LU_INDEX</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-014f859f-2f99-4da5-a0ed-929f5a87633c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-014f859f-2f99-4da5-a0ed-929f5a87633c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-48c2ec94-2f6e-4bc9-a399-20dac132e48f' class='xr-var-data-in' type='checkbox'><label for='data-48c2ec94-2f6e-4bc9-a399-20dac132e48f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LAND USE CATEGORY</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ZNU</span></div><div class='xr-var-dims'>(Time, bottom_top)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-67aa048a-019f-4476-ba89-b9e874302b3b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-67aa048a-019f-4476-ba89-b9e874302b3b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cb426e43-5bb9-46d6-b5d2-f3622ad490fb' class='xr-var-data-in' type='checkbox'><label for='data-cb426e43-5bb9-46d6-b5d2-f3622ad490fb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>eta values on half (mass) levels</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[50 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ZNW</span></div><div class='xr-var-dims'>(Time, bottom_top_stag)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6dc1d582-6086-4041-8026-e52b73533689' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6dc1d582-6086-4041-8026-e52b73533689' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4e20730d-3ace-4bf1-908d-c412cb5720a1' class='xr-var-data-in' type='checkbox'><label for='data-4e20730d-3ace-4bf1-908d-c412cb5720a1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>eta values on full (w) levels</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[51 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ZS</span></div><div class='xr-var-dims'>(Time, soil_layers_stag)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f7849921-abe4-41f8-a3a5-0e080dcec730' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f7849921-abe4-41f8-a3a5-0e080dcec730' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-778cd951-19ab-4b91-8a05-42ca8a46a672' class='xr-var-data-in' type='checkbox'><label for='data-778cd951-19ab-4b91-8a05-42ca8a46a672' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>DEPTHS OF CENTERS OF SOIL LAYERS</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[4 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DZS</span></div><div class='xr-var-dims'>(Time, soil_layers_stag)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-66e0d1fb-bfbd-4775-b78b-78c169393bd8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-66e0d1fb-bfbd-4775-b78b-78c169393bd8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-edcf52e5-870a-4f75-99a7-fb817bed7d46' class='xr-var-data-in' type='checkbox'><label for='data-edcf52e5-870a-4f75-99a7-fb817bed7d46' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>THICKNESSES OF SOIL LAYERS</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[4 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>VAR_SSO</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4f5f0a0e-220c-453b-b032-47b2fc825a74' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4f5f0a0e-220c-453b-b032-47b2fc825a74' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0c6c8b16-3b1a-48e6-8dc8-3e312f2bc670' class='xr-var-data-in' type='checkbox'><label for='data-0c6c8b16-3b1a-48e6-8dc8-3e312f2bc670' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>variance of subgrid-scale orography</dd><dt><span>units :</span></dt><dd>m2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>BATHYMETRY_FLAG</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2de828bd-cb54-4d48-8da4-2964c5c9115c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2de828bd-cb54-4d48-8da4-2964c5c9115c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a1910d5b-96ab-4edd-9a7f-177d6266fed3' class='xr-var-data-in' type='checkbox'><label for='data-a1910d5b-96ab-4edd-9a7f-177d6266fed3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>106</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>Flag for bathymetry in the global attributes for metgrid data</dd><dt><span>units :</span></dt><dd>-</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>U</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east_stag)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-00f4cd79-5383-4119-a825-c4cf355fc883' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-00f4cd79-5383-4119-a825-c4cf355fc883' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7a409539-509a-446e-897a-f89d1d499676' class='xr-var-data-in' type='checkbox'><label for='data-7a409539-509a-446e-897a-f89d1d499676' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>x-wind component</dd><dt><span>units :</span></dt><dd>m s-1</dd><dt><span>stagger :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>[2327250 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>V</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north_stag, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-83efadde-0d24-43d3-97cf-9fe683928c53' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-83efadde-0d24-43d3-97cf-9fe683928c53' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c0ef58e6-5862-4ee2-bf18-157ce3745b3c' class='xr-var-data-in' type='checkbox'><label for='data-c0ef58e6-5862-4ee2-bf18-157ce3745b3c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>y-wind component</dd><dt><span>units :</span></dt><dd>m s-1</dd><dt><span>stagger :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>[2336000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>W</span></div><div class='xr-var-dims'>(Time, bottom_top_stag, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-07060ac9-810c-4a2d-8e0f-be821dd2dcce' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-07060ac9-810c-4a2d-8e0f-be821dd2dcce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d98898db-b7ff-4926-af9d-9f24be3825da' class='xr-var-data-in' type='checkbox'><label for='data-d98898db-b7ff-4926-af9d-9f24be3825da' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>z-wind component</dd><dt><span>units :</span></dt><dd>m s-1</dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[2366400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PH</span></div><div class='xr-var-dims'>(Time, bottom_top_stag, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e06a8d83-1b9c-4ca6-9f7e-5ae291707e31' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e06a8d83-1b9c-4ca6-9f7e-5ae291707e31' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-660ac991-ceff-4bcd-ba86-dbfd24fa6fb2' class='xr-var-data-in' type='checkbox'><label for='data-660ac991-ceff-4bcd-ba86-dbfd24fa6fb2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>perturbation geopotential</dd><dt><span>units :</span></dt><dd>m2 s-2</dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[2366400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PHB</span></div><div class='xr-var-dims'>(Time, bottom_top_stag, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9c5870d9-1f6d-4789-90a9-5f57f8b09422' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9c5870d9-1f6d-4789-90a9-5f57f8b09422' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-34823f19-6501-44fd-87d4-5a60b8398eef' class='xr-var-data-in' type='checkbox'><label for='data-34823f19-6501-44fd-87d4-5a60b8398eef' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>base-state geopotential</dd><dt><span>units :</span></dt><dd>m2 s-2</dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[2366400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-62218a40-2029-461a-b426-0f10181ff70a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-62218a40-2029-461a-b426-0f10181ff70a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3e97784f-cb90-4443-b884-aa9769478316' class='xr-var-data-in' type='checkbox'><label for='data-3e97784f-cb90-4443-b884-aa9769478316' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>perturbation potential temperature theta-t0</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>THM</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bbd867b9-96a7-42a2-ad16-a60434f93f06' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bbd867b9-96a7-42a2-ad16-a60434f93f06' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e732461e-2680-415e-b8e7-21a254fa36d2' class='xr-var-data-in' type='checkbox'><label for='data-e732461e-2680-415e-b8e7-21a254fa36d2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>either 1) pert moist pot temp=(1+Rv/Rd Qv)*(theta)-T0, or 2) pert dry pot temp=t</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HFX_FORCE</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fed10555-229b-4243-84fb-9f8fb80e7022' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fed10555-229b-4243-84fb-9f8fb80e7022' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7112cb1e-52e1-4f0e-9726-8357bf4a6b37' class='xr-var-data-in' type='checkbox'><label for='data-7112cb1e-52e1-4f0e-9726-8357bf4a6b37' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>SCM ideal surface sensible heat flux</dd><dt><span>units :</span></dt><dd>W m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LH_FORCE</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0b0e1105-c8bf-4873-bd6c-3fce1b49632a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0b0e1105-c8bf-4873-bd6c-3fce1b49632a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a809fb13-c418-4844-bcbc-57a23709ae5b' class='xr-var-data-in' type='checkbox'><label for='data-a809fb13-c418-4844-bcbc-57a23709ae5b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>SCM ideal surface latent heat flux</dd><dt><span>units :</span></dt><dd>W m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TSK_FORCE</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-af4c98e1-5a57-4267-9f01-6e02fca32b00' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-af4c98e1-5a57-4267-9f01-6e02fca32b00' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d70529ac-0895-44d9-b052-ca00712672ff' class='xr-var-data-in' type='checkbox'><label for='data-d70529ac-0895-44d9-b052-ca00712672ff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>SCM ideal surface skin temperature</dd><dt><span>units :</span></dt><dd>W m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HFX_FORCE_TEND</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-85d34fd6-d923-4647-a518-635a35df8d28' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-85d34fd6-d923-4647-a518-635a35df8d28' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cc144491-065f-480f-9a8d-eef2ec05181f' class='xr-var-data-in' type='checkbox'><label for='data-cc144491-065f-480f-9a8d-eef2ec05181f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>SCM ideal surface sensible heat flux tendency</dd><dt><span>units :</span></dt><dd>W m-2 s-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LH_FORCE_TEND</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fb2e635a-8cf2-47d2-a0db-3f4f75635560' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fb2e635a-8cf2-47d2-a0db-3f4f75635560' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-22cfdb15-b185-456f-a2ce-bc93df589c18' class='xr-var-data-in' type='checkbox'><label for='data-22cfdb15-b185-456f-a2ce-bc93df589c18' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>SCM ideal surface latent heat flux tendency</dd><dt><span>units :</span></dt><dd>W m-2 s-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TSK_FORCE_TEND</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7fbba486-34eb-4454-b301-d5fe4a7e6af8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7fbba486-34eb-4454-b301-d5fe4a7e6af8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0bc24864-b6de-44a7-9783-7dba610c26a6' class='xr-var-data-in' type='checkbox'><label for='data-0bc24864-b6de-44a7-9783-7dba610c26a6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>SCM ideal surface skin temperature tendency</dd><dt><span>units :</span></dt><dd>W m-2 s-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MU</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bb7dae07-ac7b-45ba-93f2-1ed2e21e4fae' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bb7dae07-ac7b-45ba-93f2-1ed2e21e4fae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-74b5b8e4-e619-4293-afa9-06b4eaabb702' class='xr-var-data-in' type='checkbox'><label for='data-74b5b8e4-e619-4293-afa9-06b4eaabb702' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>perturbation dry air mass in column</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MUB</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-721fed52-dfd4-4bb0-8026-b3c795fa0190' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-721fed52-dfd4-4bb0-8026-b3c795fa0190' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e450b26b-1fd1-4b82-9281-0f57b2f0aa50' class='xr-var-data-in' type='checkbox'><label for='data-e450b26b-1fd1-4b82-9281-0f57b2f0aa50' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>base state dry air mass in column</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>NEST_POS</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1ded2f87-5bdb-44ed-8519-432336cc5836' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1ded2f87-5bdb-44ed-8519-432336cc5836' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c399c24f-801a-4bce-a5ca-44b8653c2787' class='xr-var-data-in' type='checkbox'><label for='data-c399c24f-801a-4bce-a5ca-44b8653c2787' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>-</dd><dt><span>units :</span></dt><dd>-</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>P</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-adaca738-f043-4e64-b012-c15ae735457f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-adaca738-f043-4e64-b012-c15ae735457f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-58aa042c-9237-412e-9431-8ea2da9314d4' class='xr-var-data-in' type='checkbox'><label for='data-58aa042c-9237-412e-9431-8ea2da9314d4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>perturbation pressure</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PB</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-22a9bb44-4597-4e0a-bc91-79382370d01c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-22a9bb44-4597-4e0a-bc91-79382370d01c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-62cc7766-dc08-4ece-90cb-0f35e8ae8eab' class='xr-var-data-in' type='checkbox'><label for='data-62cc7766-dc08-4ece-90cb-0f35e8ae8eab' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>BASE STATE PRESSURE</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FNM</span></div><div class='xr-var-dims'>(Time, bottom_top)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a4a2b561-2901-4a53-994a-cf51c9ef998d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a4a2b561-2901-4a53-994a-cf51c9ef998d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3f6854d5-3101-4dd1-be12-b22e71ae3c23' class='xr-var-data-in' type='checkbox'><label for='data-3f6854d5-3101-4dd1-be12-b22e71ae3c23' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>upper weight for vertical stretching</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[50 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FNP</span></div><div class='xr-var-dims'>(Time, bottom_top)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2917d252-ede4-43f0-82af-e3f1e165322c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2917d252-ede4-43f0-82af-e3f1e165322c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-503e6a7b-cff1-4d5b-b472-541c6bbdc01e' class='xr-var-data-in' type='checkbox'><label for='data-503e6a7b-cff1-4d5b-b472-541c6bbdc01e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>lower weight for vertical stretching</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[50 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RDNW</span></div><div class='xr-var-dims'>(Time, bottom_top)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-42e3e57c-6801-4c57-b9a4-825578afcd4d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-42e3e57c-6801-4c57-b9a4-825578afcd4d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-efc7e805-5fe2-4889-8dd7-ac7410ebd4a9' class='xr-var-data-in' type='checkbox'><label for='data-efc7e805-5fe2-4889-8dd7-ac7410ebd4a9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>inverse d(eta) values between full (w) levels</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[50 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RDN</span></div><div class='xr-var-dims'>(Time, bottom_top)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-77f9672f-632d-4103-bff8-c6efb8f16d06' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-77f9672f-632d-4103-bff8-c6efb8f16d06' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a6536be6-72d4-41ac-b4ac-b514af2bf1e5' class='xr-var-data-in' type='checkbox'><label for='data-a6536be6-72d4-41ac-b4ac-b514af2bf1e5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>inverse d(eta) values between half (mass) levels</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[50 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DNW</span></div><div class='xr-var-dims'>(Time, bottom_top)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-92a1599b-6cca-474d-8d59-7f407784a93d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-92a1599b-6cca-474d-8d59-7f407784a93d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4844108f-b769-42d0-a038-d1f2bab40d56' class='xr-var-data-in' type='checkbox'><label for='data-4844108f-b769-42d0-a038-d1f2bab40d56' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>d(eta) values between full (w) levels</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[50 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DN</span></div><div class='xr-var-dims'>(Time, bottom_top)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c7009ed3-ab54-4314-b232-bcb542b16b43' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c7009ed3-ab54-4314-b232-bcb542b16b43' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6cf418de-c907-40ea-b61f-7324117aeccd' class='xr-var-data-in' type='checkbox'><label for='data-6cf418de-c907-40ea-b61f-7324117aeccd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>d(eta) values between half (mass) levels</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[50 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CFN</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-761eda8d-94dd-4215-8fb1-152f5bf63c6c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-761eda8d-94dd-4215-8fb1-152f5bf63c6c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-34a2aa29-c7ae-4c43-a319-b5cd19d4ebc9' class='xr-var-data-in' type='checkbox'><label for='data-34a2aa29-c7ae-4c43-a319-b5cd19d4ebc9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>extrapolation constant</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CFN1</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1530f20b-c40f-40a8-aa99-301294dd26e2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1530f20b-c40f-40a8-aa99-301294dd26e2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-02564537-75cb-4388-a84a-993222c31ecf' class='xr-var-data-in' type='checkbox'><label for='data-02564537-75cb-4388-a84a-993222c31ecf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>extrapolation constant</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>THIS_IS_AN_IDEAL_RUN</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5ae30526-3039-41a3-8315-874c2f3b484e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5ae30526-3039-41a3-8315-874c2f3b484e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4f3795ee-e386-4920-8a63-cb34f4d15aa7' class='xr-var-data-in' type='checkbox'><label for='data-4f3795ee-e386-4920-8a63-cb34f4d15aa7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>106</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>T/F flag: this is an ARW ideal simulation</dd><dt><span>units :</span></dt><dd>-</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>P_HYD</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-39d87128-3433-4499-920d-1461df4efae9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-39d87128-3433-4499-920d-1461df4efae9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f762186d-245d-4e38-aed9-742b8058a86b' class='xr-var-data-in' type='checkbox'><label for='data-f762186d-245d-4e38-aed9-742b8058a86b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>hydrostatic pressure</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Q2</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-23f1e626-06f7-4c2a-9214-74461e96b451' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-23f1e626-06f7-4c2a-9214-74461e96b451' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cb0616aa-cc6c-4a8b-bd48-4daad7e5e12f' class='xr-var-data-in' type='checkbox'><label for='data-cb0616aa-cc6c-4a8b-bd48-4daad7e5e12f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>QV at 2 M</dd><dt><span>units :</span></dt><dd>kg kg-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T2</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ded032e8-bde8-4eb2-97af-52e8c14bc746' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ded032e8-bde8-4eb2-97af-52e8c14bc746' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-767f881b-bc9e-4464-8470-3db6dcc94f14' class='xr-var-data-in' type='checkbox'><label for='data-767f881b-bc9e-4464-8470-3db6dcc94f14' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>TEMP at 2 M</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TH2</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8a6ae73c-c20a-4f55-b30c-84c6fe63121a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8a6ae73c-c20a-4f55-b30c-84c6fe63121a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-271d62ab-3872-4ae0-8404-1a6709a965a2' class='xr-var-data-in' type='checkbox'><label for='data-271d62ab-3872-4ae0-8404-1a6709a965a2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>POT TEMP at 2 M</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PSFC</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-41032b2a-e00c-4c4c-9912-6cd62f03eda0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-41032b2a-e00c-4c4c-9912-6cd62f03eda0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-52b879d6-251f-4a07-a91e-c9c1d56daf37' class='xr-var-data-in' type='checkbox'><label for='data-52b879d6-251f-4a07-a91e-c9c1d56daf37' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>SFC PRESSURE</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>U10</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2cbd53b9-9504-4182-9767-88eb85c347c6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2cbd53b9-9504-4182-9767-88eb85c347c6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5d873efc-fa70-45e1-a710-b4521ec4bfe6' class='xr-var-data-in' type='checkbox'><label for='data-5d873efc-fa70-45e1-a710-b4521ec4bfe6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>U at 10 M</dd><dt><span>units :</span></dt><dd>m s-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>V10</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-48be7b10-d13a-4606-b6be-d972407933d5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-48be7b10-d13a-4606-b6be-d972407933d5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b1ef294f-7bd4-4272-8c51-989cf30ab7c3' class='xr-var-data-in' type='checkbox'><label for='data-b1ef294f-7bd4-4272-8c51-989cf30ab7c3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>V at 10 M</dd><dt><span>units :</span></dt><dd>m s-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RDX</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3ed5d505-a766-445e-a191-263aee34727f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3ed5d505-a766-445e-a191-263aee34727f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1096f804-082b-40bc-9adb-b4be5b711679' class='xr-var-data-in' type='checkbox'><label for='data-1096f804-082b-40bc-9adb-b4be5b711679' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>INVERSE X GRID LENGTH</dd><dt><span>units :</span></dt><dd>m-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RDY</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f05fb806-c426-4a69-b920-3234f69fb346' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f05fb806-c426-4a69-b920-3234f69fb346' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3d73ee2f-5245-4aeb-9b81-369b6e301b2d' class='xr-var-data-in' type='checkbox'><label for='data-3d73ee2f-5245-4aeb-9b81-369b6e301b2d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>INVERSE Y GRID LENGTH</dd><dt><span>units :</span></dt><dd>m-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>AREA2D</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-42eee348-cb52-471b-bbd7-b9e2ab7db396' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-42eee348-cb52-471b-bbd7-b9e2ab7db396' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a6a5ebde-ce42-4870-9846-4a292a136577' class='xr-var-data-in' type='checkbox'><label for='data-a6a5ebde-ce42-4870-9846-4a292a136577' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Horizontal grid cell area, using dx, dy, and map factors</dd><dt><span>units :</span></dt><dd>m2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DX2D</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-854b6f72-fc4a-436c-a462-c479ca1de7f6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-854b6f72-fc4a-436c-a462-c479ca1de7f6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3c2f77c9-85ea-4d6e-af5a-d7aeed0f1915' class='xr-var-data-in' type='checkbox'><label for='data-3c2f77c9-85ea-4d6e-af5a-d7aeed0f1915' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Horizontal grid distance: sqrt(area2d)</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RESM</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6d750655-33a5-4bb2-b5f9-83ea7bb95531' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6d750655-33a5-4bb2-b5f9-83ea7bb95531' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-59cb0c2d-1005-4e90-8ec8-3cff26c86777' class='xr-var-data-in' type='checkbox'><label for='data-59cb0c2d-1005-4e90-8ec8-3cff26c86777' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>TIME WEIGHT CONSTANT FOR SMALL STEPS</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ZETATOP</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1148f40f-24af-49a3-b726-3d4a87716f1a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1148f40f-24af-49a3-b726-3d4a87716f1a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-48459e21-4be1-4c94-88a8-f1718c61c9e3' class='xr-var-data-in' type='checkbox'><label for='data-48459e21-4be1-4c94-88a8-f1718c61c9e3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>ZETA AT MODEL TOP</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CF1</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e6549e22-c1b1-44f2-b6f9-3fe6bf017564' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e6549e22-c1b1-44f2-b6f9-3fe6bf017564' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-44fd553a-fae4-43ca-890b-de22c96e1b7e' class='xr-var-data-in' type='checkbox'><label for='data-44fd553a-fae4-43ca-890b-de22c96e1b7e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>2nd order extrapolation constant</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CF2</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-22869020-8158-464e-aa32-db7c34c109c2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-22869020-8158-464e-aa32-db7c34c109c2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b875fc5d-f6cf-4d41-9a5a-fd8984e91925' class='xr-var-data-in' type='checkbox'><label for='data-b875fc5d-f6cf-4d41-9a5a-fd8984e91925' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>2nd order extrapolation constant</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CF3</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cefc3905-29da-4b16-a456-513352e02128' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cefc3905-29da-4b16-a456-513352e02128' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fa44565e-8100-471c-8fa9-02c3938616fe' class='xr-var-data-in' type='checkbox'><label for='data-fa44565e-8100-471c-8fa9-02c3938616fe' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>2nd order extrapolation constant</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ITIMESTEP</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c0a9ef23-0468-47ea-bf5d-de96d770e9b1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c0a9ef23-0468-47ea-bf5d-de96d770e9b1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5bf5c59f-8849-47d8-ac69-f4efb72149ef' class='xr-var-data-in' type='checkbox'><label for='data-5bf5c59f-8849-47d8-ac69-f4efb72149ef' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>106</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd></dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>QVAPOR</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-75bbc2dc-c7b0-46fb-9a55-a294790a21a7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-75bbc2dc-c7b0-46fb-9a55-a294790a21a7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-930e03c5-0e63-4c70-83b4-12f7879af8ed' class='xr-var-data-in' type='checkbox'><label for='data-930e03c5-0e63-4c70-83b4-12f7879af8ed' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>Water vapor mixing ratio</dd><dt><span>units :</span></dt><dd>kg kg-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>QCLOUD</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a22903b0-fff4-4775-9420-754243992b81' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a22903b0-fff4-4775-9420-754243992b81' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-07f47692-7eec-45b3-a06a-f1a4fecb44b7' class='xr-var-data-in' type='checkbox'><label for='data-07f47692-7eec-45b3-a06a-f1a4fecb44b7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>Cloud water mixing ratio</dd><dt><span>units :</span></dt><dd>kg kg-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>QRAIN</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-867a70f5-3179-41cd-b51f-b76f3875fe5b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-867a70f5-3179-41cd-b51f-b76f3875fe5b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b2e46fe8-5217-46a8-867e-1495e4127e1d' class='xr-var-data-in' type='checkbox'><label for='data-b2e46fe8-5217-46a8-867e-1495e4127e1d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>Rain water mixing ratio</dd><dt><span>units :</span></dt><dd>kg kg-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>QICE</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-717db544-1e81-4921-b0c7-f9c502d84554' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-717db544-1e81-4921-b0c7-f9c502d84554' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-14c23218-ef62-4d51-9a97-4feaa1f81d0e' class='xr-var-data-in' type='checkbox'><label for='data-14c23218-ef62-4d51-9a97-4feaa1f81d0e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>Ice mixing ratio</dd><dt><span>units :</span></dt><dd>kg kg-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>QSNOW</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-46d969f1-3ef9-428a-9771-035618e6a2aa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-46d969f1-3ef9-428a-9771-035618e6a2aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1a21d954-1cf1-4124-b8f0-212eba7db2ed' class='xr-var-data-in' type='checkbox'><label for='data-1a21d954-1cf1-4124-b8f0-212eba7db2ed' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>Snow mixing ratio</dd><dt><span>units :</span></dt><dd>kg kg-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>QGRAUP</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b481b6bc-fd7c-4146-a44a-8db8a489068c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b481b6bc-fd7c-4146-a44a-8db8a489068c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5281a982-4cf0-45a3-8533-90b96e4af6aa' class='xr-var-data-in' type='checkbox'><label for='data-5281a982-4cf0-45a3-8533-90b96e4af6aa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>Graupel mixing ratio</dd><dt><span>units :</span></dt><dd>kg kg-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>QNICE</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e0a617b0-d750-4236-b1c5-bb9f5d423707' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e0a617b0-d750-4236-b1c5-bb9f5d423707' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-16c486cc-1d2f-4301-9141-2468e823f9cb' class='xr-var-data-in' type='checkbox'><label for='data-16c486cc-1d2f-4301-9141-2468e823f9cb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>Ice Number concentration</dd><dt><span>units :</span></dt><dd>  kg-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>QNSNOW</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b0b28fa2-e844-47b1-a360-971ac2c9f00a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b0b28fa2-e844-47b1-a360-971ac2c9f00a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-55339d0c-37b7-4e07-9068-df9e2194a2e6' class='xr-var-data-in' type='checkbox'><label for='data-55339d0c-37b7-4e07-9068-df9e2194a2e6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>Snow Number concentration</dd><dt><span>units :</span></dt><dd>  kg(-1)</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>QNRAIN</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-56589614-cfb1-4a2d-9448-abd1487acd36' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-56589614-cfb1-4a2d-9448-abd1487acd36' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fdcc734a-a804-422c-b5d0-eaced0bfa030' class='xr-var-data-in' type='checkbox'><label for='data-fdcc734a-a804-422c-b5d0-eaced0bfa030' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>Rain Number concentration</dd><dt><span>units :</span></dt><dd>  kg(-1)</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>QNGRAUPEL</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ffbf4411-79da-48c3-8f9a-5fd81978530f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ffbf4411-79da-48c3-8f9a-5fd81978530f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6513e6a9-2a83-4f71-82af-d7b8ef250611' class='xr-var-data-in' type='checkbox'><label for='data-6513e6a9-2a83-4f71-82af-d7b8ef250611' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>Graupel Number concentration</dd><dt><span>units :</span></dt><dd>  kg(-1)</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SHDMAX</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fdba3f0b-3801-463e-9d33-7672fb6a0ca1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fdba3f0b-3801-463e-9d33-7672fb6a0ca1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68b850a8-f433-4df2-91d2-90a984a0a6eb' class='xr-var-data-in' type='checkbox'><label for='data-68b850a8-f433-4df2-91d2-90a984a0a6eb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>ANNUAL MAX VEG FRACTION</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SHDMIN</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f16fbbd0-3b8f-42a4-a957-029c0401b961' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f16fbbd0-3b8f-42a4-a957-029c0401b961' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e586d348-7678-4b26-91b3-e13e56b5850e' class='xr-var-data-in' type='checkbox'><label for='data-e586d348-7678-4b26-91b3-e13e56b5850e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>ANNUAL MIN VEG FRACTION</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SNOALB</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b45305bb-141f-47ad-bffb-ee599044a0a0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b45305bb-141f-47ad-bffb-ee599044a0a0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d72ef4b5-3b8c-41a6-840a-b8677d0bb4a5' class='xr-var-data-in' type='checkbox'><label for='data-d72ef4b5-3b8c-41a6-840a-b8677d0bb4a5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>ANNUAL MAX SNOW ALBEDO IN FRACTION</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TSLB</span></div><div class='xr-var-dims'>(Time, soil_layers_stag, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dfe78d61-62b3-411e-b2d1-cb1765fd2ec6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dfe78d61-62b3-411e-b2d1-cb1765fd2ec6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bc887ca7-d2d1-47bd-90ba-ac5bfb4fc50f' class='xr-var-data-in' type='checkbox'><label for='data-bc887ca7-d2d1-47bd-90ba-ac5bfb4fc50f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>SOIL TEMPERATURE</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[185600 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SMOIS</span></div><div class='xr-var-dims'>(Time, soil_layers_stag, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d21ca8a3-ab8f-4288-a1e0-11f1d9f664e3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d21ca8a3-ab8f-4288-a1e0-11f1d9f664e3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c2b91883-b6d4-40f7-8e30-819f4ee5b40b' class='xr-var-data-in' type='checkbox'><label for='data-c2b91883-b6d4-40f7-8e30-819f4ee5b40b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>SOIL MOISTURE</dd><dt><span>units :</span></dt><dd>m3 m-3</dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[185600 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SH2O</span></div><div class='xr-var-dims'>(Time, soil_layers_stag, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1f8d22dc-2277-426d-925e-0a20072a56d7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1f8d22dc-2277-426d-925e-0a20072a56d7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a38d7d2e-cbb6-414d-ac1d-1430a0940877' class='xr-var-data-in' type='checkbox'><label for='data-a38d7d2e-cbb6-414d-ac1d-1430a0940877' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>SOIL LIQUID WATER</dd><dt><span>units :</span></dt><dd>m3 m-3</dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[185600 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SMCREL</span></div><div class='xr-var-dims'>(Time, soil_layers_stag, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a1077aa3-927c-4a49-8c3d-0b3c59fab48b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a1077aa3-927c-4a49-8c3d-0b3c59fab48b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-086097a2-37b4-4f5f-b0bb-2225be0cbfd5' class='xr-var-data-in' type='checkbox'><label for='data-086097a2-37b4-4f5f-b0bb-2225be0cbfd5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>RELATIVE SOIL MOISTURE</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[185600 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SEAICE</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-711d4cb3-7345-4de0-9e36-6968b1012ce6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-711d4cb3-7345-4de0-9e36-6968b1012ce6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-113369ee-523a-4a84-844a-e8941f3848b7' class='xr-var-data-in' type='checkbox'><label for='data-113369ee-523a-4a84-844a-e8941f3848b7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>SEA ICE FLAG</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XICEM</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5c48580c-89b6-4ce6-87d5-7cc4df5219c7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5c48580c-89b6-4ce6-87d5-7cc4df5219c7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5ae8d1e3-e036-464f-85b7-106e90db5622' class='xr-var-data-in' type='checkbox'><label for='data-5ae8d1e3-e036-464f-85b7-106e90db5622' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>SEA ICE FLAG (PREVIOUS STEP)</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SFROFF</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-df5e0e36-8034-4019-8c92-8da21155e39e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-df5e0e36-8034-4019-8c92-8da21155e39e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-efe11fd2-1284-44bf-9cfa-a376ee40544b' class='xr-var-data-in' type='checkbox'><label for='data-efe11fd2-1284-44bf-9cfa-a376ee40544b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>SURFACE RUNOFF</dd><dt><span>units :</span></dt><dd>mm</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>UDROFF</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9e4dcaaf-832c-494b-9345-10de52e44321' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9e4dcaaf-832c-494b-9345-10de52e44321' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a9dedda-2802-4d0a-9da9-c18e83edd0b2' class='xr-var-data-in' type='checkbox'><label for='data-8a9dedda-2802-4d0a-9da9-c18e83edd0b2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>UNDERGROUND RUNOFF</dd><dt><span>units :</span></dt><dd>mm</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>IVGTYP</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4bc48b48-5b4d-4707-9fb3-bdaf0858c497' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4bc48b48-5b4d-4707-9fb3-bdaf0858c497' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-01a924fc-1a03-4199-863b-279d13e0908c' class='xr-var-data-in' type='checkbox'><label for='data-01a924fc-1a03-4199-863b-279d13e0908c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>106</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>DOMINANT VEGETATION CATEGORY</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ISLTYP</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-16576479-f1ba-4184-8b3c-5a99ddb78b6b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-16576479-f1ba-4184-8b3c-5a99ddb78b6b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ec1f85f7-91a5-4838-8a31-84bfdb0bfda7' class='xr-var-data-in' type='checkbox'><label for='data-ec1f85f7-91a5-4838-8a31-84bfdb0bfda7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>106</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>DOMINANT SOIL CATEGORY</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>VEGFRA</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1cbc8cef-ac42-4091-b070-089228143666' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1cbc8cef-ac42-4091-b070-089228143666' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-279615ce-02ab-40d7-8cd1-e94a64584a56' class='xr-var-data-in' type='checkbox'><label for='data-279615ce-02ab-40d7-8cd1-e94a64584a56' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>VEGETATION FRACTION</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>GRDFLX</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-02ea4af3-30c3-4ed7-9c9a-2e588b3fda60' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-02ea4af3-30c3-4ed7-9c9a-2e588b3fda60' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-17569198-1c73-4866-8004-a36feb18b4e7' class='xr-var-data-in' type='checkbox'><label for='data-17569198-1c73-4866-8004-a36feb18b4e7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>GROUND HEAT FLUX</dd><dt><span>units :</span></dt><dd>W m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ACGRDFLX</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-158b1755-185b-476d-89c5-48260b9e4b64' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-158b1755-185b-476d-89c5-48260b9e4b64' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8eeb6f44-61da-42d1-a9d5-e117bca9c207' class='xr-var-data-in' type='checkbox'><label for='data-8eeb6f44-61da-42d1-a9d5-e117bca9c207' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>ACCUMULATED GROUND HEAT FLUX</dd><dt><span>units :</span></dt><dd>J m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ACSNOM</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-39ad2a46-dd75-4edc-82f2-5b1a848e450e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-39ad2a46-dd75-4edc-82f2-5b1a848e450e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-08eca2dc-9c3c-4f2c-8197-13a34cc48be1' class='xr-var-data-in' type='checkbox'><label for='data-08eca2dc-9c3c-4f2c-8197-13a34cc48be1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>ACCUMULATED MELTED SNOW</dd><dt><span>units :</span></dt><dd>kg m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SNOW</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6e46436d-50fe-41fc-ba68-ac87d48877ad' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6e46436d-50fe-41fc-ba68-ac87d48877ad' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-360734ab-3653-45d2-944a-89189fcd9765' class='xr-var-data-in' type='checkbox'><label for='data-360734ab-3653-45d2-944a-89189fcd9765' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>SNOW WATER EQUIVALENT</dd><dt><span>units :</span></dt><dd>kg m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SNOWH</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a7bf5b05-11c8-432b-921b-0a0fe4e96975' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a7bf5b05-11c8-432b-921b-0a0fe4e96975' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-383ad451-5fa1-482b-8589-2b168bd5d1a0' class='xr-var-data-in' type='checkbox'><label for='data-383ad451-5fa1-482b-8589-2b168bd5d1a0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>PHYSICAL SNOW DEPTH</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CANWAT</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ec2aa734-531a-479c-a3ac-125c6e9216ac' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ec2aa734-531a-479c-a3ac-125c6e9216ac' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-046e6280-3e1e-4788-8000-2afa900b7dc8' class='xr-var-data-in' type='checkbox'><label for='data-046e6280-3e1e-4788-8000-2afa900b7dc8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>CANOPY WATER</dd><dt><span>units :</span></dt><dd>kg m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SSTSK</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1b9c7d45-71ae-43a5-b329-18144b5435ee' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1b9c7d45-71ae-43a5-b329-18144b5435ee' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3dc59d21-0afb-4173-8ac4-32578f1ae318' class='xr-var-data-in' type='checkbox'><label for='data-3dc59d21-0afb-4173-8ac4-32578f1ae318' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>SKIN SEA SURFACE TEMPERATURE</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>WATER_DEPTH</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2dc360eb-34c1-4475-b8b4-a776387b0ffe' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2dc360eb-34c1-4475-b8b4-a776387b0ffe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-478860fe-658c-4a53-9354-4dadd30021f1' class='xr-var-data-in' type='checkbox'><label for='data-478860fe-658c-4a53-9354-4dadd30021f1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>global water depth</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>COSZEN</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6aa567d2-7a3f-4c82-9061-5adba4f7b8f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6aa567d2-7a3f-4c82-9061-5adba4f7b8f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4da493f5-c580-40b0-b7e9-8b9958f9364f' class='xr-var-data-in' type='checkbox'><label for='data-4da493f5-c580-40b0-b7e9-8b9958f9364f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>COS of SOLAR ZENITH ANGLE</dd><dt><span>units :</span></dt><dd>dimensionless</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LAI</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0691fa01-94cc-42f1-b8cd-9b1f0430f44f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0691fa01-94cc-42f1-b8cd-9b1f0430f44f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3fd870f-21a8-4cdb-bcdd-e67bef95fe2a' class='xr-var-data-in' type='checkbox'><label for='data-b3fd870f-21a8-4cdb-bcdd-e67bef95fe2a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LEAF AREA INDEX</dd><dt><span>units :</span></dt><dd>m-2/m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>U10E</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-73de7249-ce70-4e84-a3d5-e167859d07cb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-73de7249-ce70-4e84-a3d5-e167859d07cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ae85e2c7-a332-4e41-a281-1941fc944b45' class='xr-var-data-in' type='checkbox'><label for='data-ae85e2c7-a332-4e41-a281-1941fc944b45' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Special U at 10 M from MYJSFC</dd><dt><span>units :</span></dt><dd>m s-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>V10E</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fc20590c-b1b9-4099-9080-e992c3affdfa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fc20590c-b1b9-4099-9080-e992c3affdfa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ceea26ee-560b-434d-b149-0e83fb167695' class='xr-var-data-in' type='checkbox'><label for='data-ceea26ee-560b-434d-b149-0e83fb167695' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Special V at 10 M from MYJSFC</dd><dt><span>units :</span></dt><dd>m s-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>VAR</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-50e698a8-5947-4414-8d32-c4fa101bad22' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-50e698a8-5947-4414-8d32-c4fa101bad22' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4388cc72-0c2c-4cfa-9469-d7677d0a4770' class='xr-var-data-in' type='checkbox'><label for='data-4388cc72-0c2c-4cfa-9469-d7677d0a4770' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>STANDARD DEVIATION OF SUBGRID-SCALE OROGRAPHY</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TKE_PBL</span></div><div class='xr-var-dims'>(Time, bottom_top_stag, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f1b4fd12-afeb-48dc-b76b-a5f94094db27' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f1b4fd12-afeb-48dc-b76b-a5f94094db27' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-98ed05c7-8e24-4314-b12b-3d620691be45' class='xr-var-data-in' type='checkbox'><label for='data-98ed05c7-8e24-4314-b12b-3d620691be45' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>TKE from PBL</dd><dt><span>units :</span></dt><dd>m2 s-2</dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[2366400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>EL_PBL</span></div><div class='xr-var-dims'>(Time, bottom_top_stag, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cc8a3db5-88d2-4c44-8a7f-8a2864b8606d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cc8a3db5-88d2-4c44-8a7f-8a2864b8606d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9de82979-3bb5-4e13-a2d1-87e5b1794736' class='xr-var-data-in' type='checkbox'><label for='data-9de82979-3bb5-4e13-a2d1-87e5b1794736' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>Length scale from PBL</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[2366400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MAPFAC_M</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8023158e-591e-4d0a-bc5f-bd8685b2afcd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8023158e-591e-4d0a-bc5f-bd8685b2afcd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-31a17fbb-713c-405d-8bfe-d547f96d8ef2' class='xr-var-data-in' type='checkbox'><label for='data-31a17fbb-713c-405d-8bfe-d547f96d8ef2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Map scale factor on mass grid</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MAPFAC_U</span></div><div class='xr-var-dims'>(Time, south_north, west_east_stag)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9f4f9298-9adc-4ad2-8441-c7cbe7ab87fa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9f4f9298-9adc-4ad2-8441-c7cbe7ab87fa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6413a6bb-1664-4dbd-8ca4-bb0f8600ed25' class='xr-var-data-in' type='checkbox'><label for='data-6413a6bb-1664-4dbd-8ca4-bb0f8600ed25' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Map scale factor on u-grid</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>[46545 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MAPFAC_V</span></div><div class='xr-var-dims'>(Time, south_north_stag, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0ee27563-32d3-474f-bfa2-a949d1182725' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0ee27563-32d3-474f-bfa2-a949d1182725' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7acb456c-89f6-4ec6-8e21-3eaa480d1242' class='xr-var-data-in' type='checkbox'><label for='data-7acb456c-89f6-4ec6-8e21-3eaa480d1242' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Map scale factor on v-grid</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>[46720 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MAPFAC_MX</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d8a4e866-852c-4283-8efe-13b1a9f41999' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d8a4e866-852c-4283-8efe-13b1a9f41999' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eade305a-7299-43a2-8b30-54e3807275ca' class='xr-var-data-in' type='checkbox'><label for='data-eade305a-7299-43a2-8b30-54e3807275ca' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Map scale factor on mass grid, x direction</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MAPFAC_MY</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-447c3830-5046-4626-a8b6-7ead198c9c25' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-447c3830-5046-4626-a8b6-7ead198c9c25' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-db918f9b-577c-48ee-81fa-2d1a429541bb' class='xr-var-data-in' type='checkbox'><label for='data-db918f9b-577c-48ee-81fa-2d1a429541bb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Map scale factor on mass grid, y direction</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MAPFAC_UX</span></div><div class='xr-var-dims'>(Time, south_north, west_east_stag)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0a255dd9-23cb-4f32-a7f7-97365575ba8b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0a255dd9-23cb-4f32-a7f7-97365575ba8b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6cd9f87c-b65f-42ba-845b-abb82c47436e' class='xr-var-data-in' type='checkbox'><label for='data-6cd9f87c-b65f-42ba-845b-abb82c47436e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Map scale factor on u-grid, x direction</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>[46545 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MAPFAC_UY</span></div><div class='xr-var-dims'>(Time, south_north, west_east_stag)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0df416ee-bbc0-4427-94bb-b35d622e3a6a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0df416ee-bbc0-4427-94bb-b35d622e3a6a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2af855dd-8ea0-4abc-9ad7-39e030af1688' class='xr-var-data-in' type='checkbox'><label for='data-2af855dd-8ea0-4abc-9ad7-39e030af1688' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Map scale factor on u-grid, y direction</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>[46545 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MAPFAC_VX</span></div><div class='xr-var-dims'>(Time, south_north_stag, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e36bfe36-9389-40f1-8847-88f7569be28a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e36bfe36-9389-40f1-8847-88f7569be28a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6002382d-0e22-4384-a1f9-144eca5d773c' class='xr-var-data-in' type='checkbox'><label for='data-6002382d-0e22-4384-a1f9-144eca5d773c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Map scale factor on v-grid, x direction</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>[46720 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MF_VX_INV</span></div><div class='xr-var-dims'>(Time, south_north_stag, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-097a9163-af73-49fd-97a2-90cccd1b7ac6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-097a9163-af73-49fd-97a2-90cccd1b7ac6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-18b42308-4048-4601-bc0c-c2f59c07bcb7' class='xr-var-data-in' type='checkbox'><label for='data-18b42308-4048-4601-bc0c-c2f59c07bcb7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Inverse map scale factor on v-grid, x direction</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>[46720 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MAPFAC_VY</span></div><div class='xr-var-dims'>(Time, south_north_stag, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-27240466-0caf-4aae-b134-a5812003ca1d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-27240466-0caf-4aae-b134-a5812003ca1d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a057db65-b9ea-4a8d-861b-6fb71bb25dcb' class='xr-var-data-in' type='checkbox'><label for='data-a057db65-b9ea-4a8d-861b-6fb71bb25dcb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Map scale factor on v-grid, y direction</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>[46720 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>F</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fdd20e59-6641-440d-bc19-46dc08bdc79e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fdd20e59-6641-440d-bc19-46dc08bdc79e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8fd6a50c-ed7d-4cb8-bade-2e207c1f94d8' class='xr-var-data-in' type='checkbox'><label for='data-8fd6a50c-ed7d-4cb8-bade-2e207c1f94d8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Coriolis sine latitude term</dd><dt><span>units :</span></dt><dd>s-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>E</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b07a51a1-1370-46f5-9e2c-5929fe2c42f7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b07a51a1-1370-46f5-9e2c-5929fe2c42f7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7dc28ac4-9a5f-44fc-b935-82bf62dfa473' class='xr-var-data-in' type='checkbox'><label for='data-7dc28ac4-9a5f-44fc-b935-82bf62dfa473' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Coriolis cosine latitude term</dd><dt><span>units :</span></dt><dd>s-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SINALPHA</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-33b041a0-7565-4ab3-9f22-1968baac5846' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-33b041a0-7565-4ab3-9f22-1968baac5846' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-52adebe5-630f-489a-9ae3-a61d26d3e8fe' class='xr-var-data-in' type='checkbox'><label for='data-52adebe5-630f-489a-9ae3-a61d26d3e8fe' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Local sine of map rotation</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>COSALPHA</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b7da6e0a-2fed-40ca-a024-fd8a8b09065c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b7da6e0a-2fed-40ca-a024-fd8a8b09065c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-45cf11fd-819e-4a02-8126-b2695f544d74' class='xr-var-data-in' type='checkbox'><label for='data-45cf11fd-819e-4a02-8126-b2695f544d74' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Local cosine of map rotation</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HGT</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6caa6b42-1d56-4f84-a004-0801e021f25f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6caa6b42-1d56-4f84-a004-0801e021f25f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4e648b0e-04de-41cb-926b-a376dc3fb46c' class='xr-var-data-in' type='checkbox'><label for='data-4e648b0e-04de-41cb-926b-a376dc3fb46c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>Terrain Height</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TSK</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3fd901df-1b7c-4b28-a8f3-0d7842590a8e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3fd901df-1b7c-4b28-a8f3-0d7842590a8e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9b6aa99b-a061-4781-ae97-84ed3a480b96' class='xr-var-data-in' type='checkbox'><label for='data-9b6aa99b-a061-4781-ae97-84ed3a480b96' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>SURFACE SKIN TEMPERATURE</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>P_TOP</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d7042f38-9d11-41b4-9fd7-5ed694013a70' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d7042f38-9d11-41b4-9fd7-5ed694013a70' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ae1b1a92-82b5-4b43-8410-f9614530e06a' class='xr-var-data-in' type='checkbox'><label for='data-ae1b1a92-82b5-4b43-8410-f9614530e06a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>PRESSURE TOP OF THE MODEL</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>GOT_VAR_SSO</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a1e2cb0b-6bf7-4d51-b456-217cc71b0362' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a1e2cb0b-6bf7-4d51-b456-217cc71b0362' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b6a52bb2-08e6-4be7-af4c-cab4db269d9d' class='xr-var-data-in' type='checkbox'><label for='data-b6a52bb2-08e6-4be7-af4c-cab4db269d9d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>106</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>whether VAR_SSO was included in WPS output (beginning V3.4)</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T00</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-516ddcb4-e350-4460-9b1a-2f601c121cde' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-516ddcb4-e350-4460-9b1a-2f601c121cde' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2d3c5429-627f-4de1-8d7d-82358bdc52e0' class='xr-var-data-in' type='checkbox'><label for='data-2d3c5429-627f-4de1-8d7d-82358bdc52e0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>BASE STATE TEMPERATURE</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>P00</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bea3909e-ff6b-4cbb-9ce8-ea80ba71bbd8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bea3909e-ff6b-4cbb-9ce8-ea80ba71bbd8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-083e053e-ce13-477e-9271-7ae95729b0b9' class='xr-var-data-in' type='checkbox'><label for='data-083e053e-ce13-477e-9271-7ae95729b0b9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>BASE STATE PRESSURE</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TLP</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a3871b6f-e7c3-4a33-a085-704f02bb96e5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a3871b6f-e7c3-4a33-a085-704f02bb96e5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ce2c0551-a820-4616-8d1d-c182c4648bb5' class='xr-var-data-in' type='checkbox'><label for='data-ce2c0551-a820-4616-8d1d-c182c4648bb5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>BASE STATE LAPSE RATE</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TISO</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c72a9620-11e9-4020-bb88-42d371d50f2a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c72a9620-11e9-4020-bb88-42d371d50f2a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-463d4117-e839-4554-b3aa-770b548f5381' class='xr-var-data-in' type='checkbox'><label for='data-463d4117-e839-4554-b3aa-770b548f5381' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>TEMP AT WHICH THE BASE T TURNS CONST</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TLP_STRAT</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e26dbebe-9434-4ebb-9d09-b986f1755283' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e26dbebe-9434-4ebb-9d09-b986f1755283' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ffc9cc5f-d483-49fc-8f5c-1633652871c0' class='xr-var-data-in' type='checkbox'><label for='data-ffc9cc5f-d483-49fc-8f5c-1633652871c0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>BASE STATE LAPSE RATE (DT/D(LN(P)) IN STRATOSPHERE</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>P_STRAT</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-20a00fdc-435c-4e73-a64c-a960fd9b928d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-20a00fdc-435c-4e73-a64c-a960fd9b928d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-016a0e38-3737-4939-ad4b-02a418401c7c' class='xr-var-data-in' type='checkbox'><label for='data-016a0e38-3737-4939-ad4b-02a418401c7c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>BASE STATE PRESSURE AT BOTTOM OF STRATOSPHERE</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MAX_MSFTX</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-575800c9-9833-4939-9c6b-6f28f5bce2e4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-575800c9-9833-4939-9c6b-6f28f5bce2e4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0ddb2e52-c778-49a0-9887-b3a27857942d' class='xr-var-data-in' type='checkbox'><label for='data-0ddb2e52-c778-49a0-9887-b3a27857942d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>Max map factor in domain</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MAX_MSFTY</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7e6703cd-b307-4ae9-a146-b279bc70e6cf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7e6703cd-b307-4ae9-a146-b279bc70e6cf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-851cf189-0d77-4902-b2f9-11830d14ded1' class='xr-var-data-in' type='checkbox'><label for='data-851cf189-0d77-4902-b2f9-11830d14ded1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>Max map factor in domain</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RAINC</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a7e30985-1288-4678-87c9-0a24f895b28f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a7e30985-1288-4678-87c9-0a24f895b28f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fcaf83fd-c0db-422d-8eb8-89f3bb827c8e' class='xr-var-data-in' type='checkbox'><label for='data-fcaf83fd-c0db-422d-8eb8-89f3bb827c8e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>ACCUMULATED TOTAL CUMULUS PRECIPITATION</dd><dt><span>units :</span></dt><dd>mm</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RAINSH</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5a7e012a-20b3-44de-a01c-b958df97f153' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5a7e012a-20b3-44de-a01c-b958df97f153' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ed4626da-3ec0-47ee-b73f-65f0cf142456' class='xr-var-data-in' type='checkbox'><label for='data-ed4626da-3ec0-47ee-b73f-65f0cf142456' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>ACCUMULATED SHALLOW CUMULUS PRECIPITATION</dd><dt><span>units :</span></dt><dd>mm</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RAINNC</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a945c7aa-faa3-47ee-be33-9f3354659419' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a945c7aa-faa3-47ee-be33-9f3354659419' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-47cbb5f0-ee52-46c7-9fda-646b70aca027' class='xr-var-data-in' type='checkbox'><label for='data-47cbb5f0-ee52-46c7-9fda-646b70aca027' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>ACCUMULATED TOTAL GRID SCALE PRECIPITATION</dd><dt><span>units :</span></dt><dd>mm</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SNOWNC</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7b2961db-0598-4056-b051-de0dc4dd5b7c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7b2961db-0598-4056-b051-de0dc4dd5b7c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-29cfb540-c27a-4591-9690-32eb53324211' class='xr-var-data-in' type='checkbox'><label for='data-29cfb540-c27a-4591-9690-32eb53324211' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>ACCUMULATED TOTAL GRID SCALE SNOW AND ICE</dd><dt><span>units :</span></dt><dd>mm</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>GRAUPELNC</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-131145e2-7996-49ff-8e0c-bca437def768' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-131145e2-7996-49ff-8e0c-bca437def768' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b2569594-cc2a-4c03-802d-dc33e1c396b4' class='xr-var-data-in' type='checkbox'><label for='data-b2569594-cc2a-4c03-802d-dc33e1c396b4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>ACCUMULATED TOTAL GRID SCALE GRAUPEL</dd><dt><span>units :</span></dt><dd>mm</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HAILNC</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d878028d-f528-4f38-a93c-14cdbcd77ecf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d878028d-f528-4f38-a93c-14cdbcd77ecf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-78dbf5a7-f57d-481b-92cb-c4f5b139ed0e' class='xr-var-data-in' type='checkbox'><label for='data-78dbf5a7-f57d-481b-92cb-c4f5b139ed0e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>ACCUMULATED TOTAL GRID SCALE HAIL</dd><dt><span>units :</span></dt><dd>mm</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CLDFRA</span></div><div class='xr-var-dims'>(Time, bottom_top, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e9e727e6-f750-4ce4-a79c-fa89b09872d5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e9e727e6-f750-4ce4-a79c-fa89b09872d5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-99f2f7d7-5e7d-4e85-b08f-397be8ae8f60' class='xr-var-data-in' type='checkbox'><label for='data-99f2f7d7-5e7d-4e85-b08f-397be8ae8f60' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XYZ</dd><dt><span>description :</span></dt><dd>CLOUD FRACTION</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[2320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SWDOWN</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2c2e2311-8a19-418b-8f26-7d972f9d81d0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2c2e2311-8a19-418b-8f26-7d972f9d81d0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2cd7855e-b8a9-454a-9b04-1f7ecb6c3ad3' class='xr-var-data-in' type='checkbox'><label for='data-2cd7855e-b8a9-454a-9b04-1f7ecb6c3ad3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>DOWNWARD SHORT WAVE FLUX AT GROUND SURFACE</dd><dt><span>units :</span></dt><dd>W m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>GLW</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c8d52ed2-2f74-4a0b-8166-ea144574e941' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c8d52ed2-2f74-4a0b-8166-ea144574e941' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc9c4d6d-2b32-47fd-af7f-49d115c233df' class='xr-var-data-in' type='checkbox'><label for='data-dc9c4d6d-2b32-47fd-af7f-49d115c233df' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>DOWNWARD LONG WAVE FLUX AT GROUND SURFACE</dd><dt><span>units :</span></dt><dd>W m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SWNORM</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bece7af4-0e54-4918-b4be-de4da4db44b7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bece7af4-0e54-4918-b4be-de4da4db44b7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bdb9fb68-a6ac-4520-86b2-6455a5fe9761' class='xr-var-data-in' type='checkbox'><label for='data-bdb9fb68-a6ac-4520-86b2-6455a5fe9761' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>NORMAL SHORT WAVE FLUX AT GROUND SURFACE (SLOPE-DEPENDENT)</dd><dt><span>units :</span></dt><dd>W m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>OLR</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-498a4bca-e569-47ae-90a4-f0bd6a840d0a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-498a4bca-e569-47ae-90a4-f0bd6a840d0a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-701da1db-9367-4dfe-9079-ef445d54b5ed' class='xr-var-data-in' type='checkbox'><label for='data-701da1db-9367-4dfe-9079-ef445d54b5ed' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>TOA OUTGOING LONG WAVE</dd><dt><span>units :</span></dt><dd>W m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ALBEDO</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7a311370-737d-4aa6-91be-6c2bdd0cfaa3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7a311370-737d-4aa6-91be-6c2bdd0cfaa3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9ac0e5c3-b5ae-40b6-957a-f57bf939e8f2' class='xr-var-data-in' type='checkbox'><label for='data-9ac0e5c3-b5ae-40b6-957a-f57bf939e8f2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>ALBEDO</dd><dt><span>units :</span></dt><dd>-</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CLAT</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e42cb1f7-ddde-4cf4-85b6-f941c8f52929' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e42cb1f7-ddde-4cf4-85b6-f941c8f52929' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68e6427a-2f4c-4eda-9d3d-287895764efa' class='xr-var-data-in' type='checkbox'><label for='data-68e6427a-2f4c-4eda-9d3d-287895764efa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>COMPUTATIONAL GRID LATITUDE, SOUTH IS NEGATIVE</dd><dt><span>units :</span></dt><dd>degree_north</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ALBBCK</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f0fca764-80f7-4c87-866a-12f326c794c3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f0fca764-80f7-4c87-866a-12f326c794c3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c286a2ad-5d83-4dd9-9da6-8a1bd65359ac' class='xr-var-data-in' type='checkbox'><label for='data-c286a2ad-5d83-4dd9-9da6-8a1bd65359ac' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>BACKGROUND ALBEDO</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>EMISS</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8f7a741b-efbd-4686-906d-41040354d61f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8f7a741b-efbd-4686-906d-41040354d61f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-287c7a6b-a39c-46fb-aca5-c7eff710f545' class='xr-var-data-in' type='checkbox'><label for='data-287c7a6b-a39c-46fb-aca5-c7eff710f545' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>SURFACE EMISSIVITY</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>NOAHRES</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-42d48857-e10d-4982-bfc3-71eb3846da22' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-42d48857-e10d-4982-bfc3-71eb3846da22' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-068e275a-84fa-4514-99a7-baf3edefd08b' class='xr-var-data-in' type='checkbox'><label for='data-068e275a-84fa-4514-99a7-baf3edefd08b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>RESIDUAL OF THE NOAH SURFACE ENERGY BUDGET</dd><dt><span>units :</span></dt><dd>W m{-2}</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TMN</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-426a2ac1-cc55-4add-b208-e4720649529c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-426a2ac1-cc55-4add-b208-e4720649529c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2d6a2d3b-42cc-4ef6-bd7b-3d61cbba260b' class='xr-var-data-in' type='checkbox'><label for='data-2d6a2d3b-42cc-4ef6-bd7b-3d61cbba260b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>SOIL TEMPERATURE AT LOWER BOUNDARY</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XLAND</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-485ef12b-0a2c-4740-801d-44ba748eef83' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-485ef12b-0a2c-4740-801d-44ba748eef83' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d50fc8d7-b663-44a4-9bb6-0ad0362c47e4' class='xr-var-data-in' type='checkbox'><label for='data-d50fc8d7-b663-44a4-9bb6-0ad0362c47e4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LAND MASK (1 FOR LAND, 2 FOR WATER)</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>UST</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bd7aa62d-c097-436d-8aa4-c2e2214eea18' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bd7aa62d-c097-436d-8aa4-c2e2214eea18' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-88e1c3b3-8892-4f99-9372-00258fdcdf48' class='xr-var-data-in' type='checkbox'><label for='data-88e1c3b3-8892-4f99-9372-00258fdcdf48' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>U* IN SIMILARITY THEORY</dd><dt><span>units :</span></dt><dd>m s-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PBLH</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e2afe114-30ef-4172-bc28-981a2b6a2e14' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e2afe114-30ef-4172-bc28-981a2b6a2e14' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d1fd4faa-f647-45e6-a54b-b9ce9390767b' class='xr-var-data-in' type='checkbox'><label for='data-d1fd4faa-f647-45e6-a54b-b9ce9390767b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>PBL HEIGHT</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HFX</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ec472311-6476-45cb-b034-2bd1745bfb14' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ec472311-6476-45cb-b034-2bd1745bfb14' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a3de01f4-ed14-4f5d-9fa4-8b978378de2e' class='xr-var-data-in' type='checkbox'><label for='data-a3de01f4-ed14-4f5d-9fa4-8b978378de2e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>UPWARD HEAT FLUX AT THE SURFACE</dd><dt><span>units :</span></dt><dd>W m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>QFX</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-181f1c3e-4921-4647-9d95-ee7eb1a0081b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-181f1c3e-4921-4647-9d95-ee7eb1a0081b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f6fd51cf-4ead-454e-a94c-58b9cfe13395' class='xr-var-data-in' type='checkbox'><label for='data-f6fd51cf-4ead-454e-a94c-58b9cfe13395' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>UPWARD MOISTURE FLUX AT THE SURFACE</dd><dt><span>units :</span></dt><dd>kg m-2 s-1</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LH</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1663618e-0ecd-49de-aeba-2981ff830a96' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1663618e-0ecd-49de-aeba-2981ff830a96' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2d07a567-100d-495b-a4d2-216bb94c7854' class='xr-var-data-in' type='checkbox'><label for='data-2d07a567-100d-495b-a4d2-216bb94c7854' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LATENT HEAT FLUX AT THE SURFACE</dd><dt><span>units :</span></dt><dd>W m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ACHFX</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-75398030-9504-419d-8658-7d6fb2110ee1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-75398030-9504-419d-8658-7d6fb2110ee1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3972cbe-7813-4135-a714-5281bbe65df3' class='xr-var-data-in' type='checkbox'><label for='data-b3972cbe-7813-4135-a714-5281bbe65df3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>ACCUMULATED UPWARD HEAT FLUX AT THE SURFACE</dd><dt><span>units :</span></dt><dd>J m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ACLHF</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-68f6ff0a-fc06-445f-bc68-405b3f988280' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-68f6ff0a-fc06-445f-bc68-405b3f988280' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6cdf538e-0579-4671-966f-094632416f80' class='xr-var-data-in' type='checkbox'><label for='data-6cdf538e-0579-4671-966f-094632416f80' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>ACCUMULATED UPWARD LATENT HEAT FLUX AT THE SURFACE</dd><dt><span>units :</span></dt><dd>J m-2</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SNOWC</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a2a3fd8c-183a-4ca4-b13d-ed400fa27a03' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a2a3fd8c-183a-4ca4-b13d-ed400fa27a03' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-80a0fcd7-7340-4f7e-a87d-0a5bdde8da24' class='xr-var-data-in' type='checkbox'><label for='data-80a0fcd7-7340-4f7e-a87d-0a5bdde8da24' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>FLAG INDICATING SNOW COVERAGE (1 FOR SNOW COVER)</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SR</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7a859035-96ee-4a1f-9a37-e6101fcad0d9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7a859035-96ee-4a1f-9a37-e6101fcad0d9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4ee17bf8-c6d9-4438-8f76-a90c6de23753' class='xr-var-data-in' type='checkbox'><label for='data-4ee17bf8-c6d9-4438-8f76-a90c6de23753' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>fraction of frozen precipitation</dd><dt><span>units :</span></dt><dd>-</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SAVE_TOPO_FROM_REAL</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e4594e93-fd2a-4e32-9696-7d457b6c05c2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e4594e93-fd2a-4e32-9696-7d457b6c05c2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0ea540d4-2467-4db8-9412-46e9bd7b52ab' class='xr-var-data-in' type='checkbox'><label for='data-0ea540d4-2467-4db8-9412-46e9bd7b52ab' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>106</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>1=original topo from real/0=topo modified by WRF</dd><dt><span>units :</span></dt><dd>flag</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ISEEDARR_SPPT</span></div><div class='xr-var-dims'>(Time, seed_dim_stag)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-284e8c3a-9bce-48ac-bde4-88ab559c4a4e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-284e8c3a-9bce-48ac-bde4-88ab559c4a4e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9f2be677-29ce-4e9c-844f-88f5070c3630' class='xr-var-data-in' type='checkbox'><label for='data-9f2be677-29ce-4e9c-844f-88f5070c3630' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>106</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>Array to hold seed for restart, SPPT</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[8 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ISEEDARR_SKEBS</span></div><div class='xr-var-dims'>(Time, seed_dim_stag)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c3d4ddea-5249-4b04-9af3-5987d53599b7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c3d4ddea-5249-4b04-9af3-5987d53599b7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-40be8b1b-5e4d-40aa-8582-839c0c9fc065' class='xr-var-data-in' type='checkbox'><label for='data-40be8b1b-5e4d-40aa-8582-839c0c9fc065' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>106</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>Array to hold seed for restart, SKEBS</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[8 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ISEEDARR_RAND_PERTURB</span></div><div class='xr-var-dims'>(Time, seed_dim_stag)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-93899095-ef26-458b-a2f9-f3d7d26a9409' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-93899095-ef26-458b-a2f9-f3d7d26a9409' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f859419a-31a0-4e8e-ba76-07b0a7181f5f' class='xr-var-data-in' type='checkbox'><label for='data-f859419a-31a0-4e8e-ba76-07b0a7181f5f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>106</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>Array to hold seed for restart, RAND_PERT</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[8 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ISEEDARRAY_SPP_CONV</span></div><div class='xr-var-dims'>(Time, seed_dim_stag)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-914c6a2d-24e8-48d9-91cc-6da2f1f38d8c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-914c6a2d-24e8-48d9-91cc-6da2f1f38d8c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-26985b29-9b96-42d0-b64c-f3695ce913e3' class='xr-var-data-in' type='checkbox'><label for='data-26985b29-9b96-42d0-b64c-f3695ce913e3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>106</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>Array to hold seed for restart, RAND_PERT2</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[8 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ISEEDARRAY_SPP_PBL</span></div><div class='xr-var-dims'>(Time, seed_dim_stag)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6404d38e-234b-438f-ab98-6857e319590c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6404d38e-234b-438f-ab98-6857e319590c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4ffaa625-6caa-4d38-86c8-cb7d4476ec44' class='xr-var-data-in' type='checkbox'><label for='data-4ffaa625-6caa-4d38-86c8-cb7d4476ec44' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>106</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>Array to hold seed for restart, RAND_PERT3</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[8 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ISEEDARRAY_SPP_LSM</span></div><div class='xr-var-dims'>(Time, seed_dim_stag)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0b68da2d-467b-48ee-abc8-c405b506d497' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0b68da2d-467b-48ee-abc8-c405b506d497' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f64560b0-076b-4065-b8b1-bd255330f317' class='xr-var-data-in' type='checkbox'><label for='data-f64560b0-076b-4065-b8b1-bd255330f317' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>106</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>Array to hold seed for restart, RAND_PERT4</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[8 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>C1H</span></div><div class='xr-var-dims'>(Time, bottom_top)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cf9fe458-ad6a-4b54-bced-73b9231530f3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cf9fe458-ad6a-4b54-bced-73b9231530f3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c84dd2c6-8286-4c80-aae0-b7749b16f7c2' class='xr-var-data-in' type='checkbox'><label for='data-c84dd2c6-8286-4c80-aae0-b7749b16f7c2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>half levels, c1h = d bf / d eta, using znw</dd><dt><span>units :</span></dt><dd>Dimensionless</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[50 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>C2H</span></div><div class='xr-var-dims'>(Time, bottom_top)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-44956b80-74b7-4c1a-b561-c9ddae6c3ae7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-44956b80-74b7-4c1a-b561-c9ddae6c3ae7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-42ac7603-e03e-4265-9a29-c7fd1a3f5cf4' class='xr-var-data-in' type='checkbox'><label for='data-42ac7603-e03e-4265-9a29-c7fd1a3f5cf4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>half levels, c2h = (1-c1h)*(p0-pt)</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[50 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>C1F</span></div><div class='xr-var-dims'>(Time, bottom_top_stag)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c287ae6c-a611-4e82-b4d2-897e841e13b0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c287ae6c-a611-4e82-b4d2-897e841e13b0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-89469504-5671-43fd-9638-d6ebebbf5a0c' class='xr-var-data-in' type='checkbox'><label for='data-89469504-5671-43fd-9638-d6ebebbf5a0c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>full levels, c1f = d bf / d eta, using znu</dd><dt><span>units :</span></dt><dd>Dimensionless</dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[51 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>C2F</span></div><div class='xr-var-dims'>(Time, bottom_top_stag)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-82251604-50fa-4ca4-a7cc-7e6af81d5296' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-82251604-50fa-4ca4-a7cc-7e6af81d5296' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-993dca9f-5017-4941-82a6-293321517296' class='xr-var-data-in' type='checkbox'><label for='data-993dca9f-5017-4941-82a6-293321517296' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>full levels, c2f = (1-c1f)*(p0-pt)</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[51 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>C3H</span></div><div class='xr-var-dims'>(Time, bottom_top)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8d0ec7b6-f6b8-4e86-a5fd-11b3883db40c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8d0ec7b6-f6b8-4e86-a5fd-11b3883db40c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-364a0714-14c3-40fd-99af-ba59f2e86f59' class='xr-var-data-in' type='checkbox'><label for='data-364a0714-14c3-40fd-99af-ba59f2e86f59' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>half levels, c3h = bh</dd><dt><span>units :</span></dt><dd>Dimensionless</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[50 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>C4H</span></div><div class='xr-var-dims'>(Time, bottom_top)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-235cf9d8-9c7e-4b40-9232-f557e57a168d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-235cf9d8-9c7e-4b40-9232-f557e57a168d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f665ddc0-53a2-4470-8c7f-43a63cbe2c1a' class='xr-var-data-in' type='checkbox'><label for='data-f665ddc0-53a2-4470-8c7f-43a63cbe2c1a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>half levels, c4h = (eta-bh)*(p0-pt), using znu</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[50 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>C3F</span></div><div class='xr-var-dims'>(Time, bottom_top_stag)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f50b4f9a-bef0-4341-9c62-69e4918b404b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f50b4f9a-bef0-4341-9c62-69e4918b404b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bdc99c06-cc62-40e1-90b2-e4c8e4e3e4fb' class='xr-var-data-in' type='checkbox'><label for='data-bdc99c06-cc62-40e1-90b2-e4c8e4e3e4fb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>full levels, c3f = bf</dd><dt><span>units :</span></dt><dd>Dimensionless</dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[51 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>C4F</span></div><div class='xr-var-dims'>(Time, bottom_top_stag)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-21c9eaf8-7ae1-4aaa-bc3d-95aece052e1c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-21c9eaf8-7ae1-4aaa-bc3d-95aece052e1c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ca54b42f-3109-4be2-89b5-43b402607bad' class='xr-var-data-in' type='checkbox'><label for='data-ca54b42f-3109-4be2-89b5-43b402607bad' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>Z  </dd><dt><span>description :</span></dt><dd>full levels, c4f = (eta-bf)*(p0-pt), using znw</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>[51 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PCB</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6225cf40-8358-4670-8209-7428a0a0d9c4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6225cf40-8358-4670-8209-7428a0a0d9c4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2ca74c56-a6b5-41cc-9ab5-feb3dd4d097e' class='xr-var-data-in' type='checkbox'><label for='data-2ca74c56-a6b5-41cc-9ab5-feb3dd4d097e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>base state dry air mass in column</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PC</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-45e04af9-d4f5-4d86-9242-a545f0bad328' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-45e04af9-d4f5-4d86-9242-a545f0bad328' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-21b9a365-ec9c-4d04-a4ba-3307169028a5' class='xr-var-data-in' type='checkbox'><label for='data-21b9a365-ec9c-4d04-a4ba-3307169028a5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>perturbation dry air mass in column</dd><dt><span>units :</span></dt><dd>Pa</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LANDMASK</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-987ba62f-93bb-45f3-b68d-a327b62378b6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-987ba62f-93bb-45f3-b68d-a327b62378b6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5a79c955-39a4-4c9b-8d0b-89314e3451ff' class='xr-var-data-in' type='checkbox'><label for='data-5a79c955-39a4-4c9b-8d0b-89314e3451ff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LAND MASK (1 FOR LAND, 0 FOR WATER)</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LAKEMASK</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9afa3269-0f58-49c7-bc7f-63fbcd537425' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9afa3269-0f58-49c7-bc7f-63fbcd537425' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9ee4e62c-4f1f-40af-b24d-c6f4e1ae9270' class='xr-var-data-in' type='checkbox'><label for='data-9ee4e62c-4f1f-40af-b24d-c6f4e1ae9270' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LAKE MASK (1 FOR LAKE, 0 FOR NON-LAKE)</dd><dt><span>units :</span></dt><dd></dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SST</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-21245dc0-4023-4567-b301-19ede4f6f84c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-21245dc0-4023-4567-b301-19ede4f6f84c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1f3e1294-74a7-49d3-8902-eb8afe53b879' class='xr-var-data-in' type='checkbox'><label for='data-1f3e1294-74a7-49d3-8902-eb8afe53b879' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>SEA SURFACE TEMPERATURE</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SST_INPUT</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bf542140-6b0e-4c44-b2a1-a7835c171db9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bf542140-6b0e-4c44-b2a1-a7835c171db9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9f459d47-4ac4-4d89-a3ef-a88db846aeb8' class='xr-var-data-in' type='checkbox'><label for='data-9f459d47-4ac4-4d89-a3ef-a88db846aeb8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>SEA SURFACE TEMPERATURE FROM WRFLOWINPUT FILE</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-93e24832-9ba5-4f09-821f-12dcf3edf33d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-93e24832-9ba5-4f09-821f-12dcf3edf33d' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-845620ea-1a7e-4921-bad8-424cbe4b021d' class='xr-section-summary-in' type='checkbox'  ><label for='section-845620ea-1a7e-4921-bad8-424cbe4b021d' class='xr-section-summary' >Attributes: <span>(134)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>TITLE :</span></dt><dd> OUTPUT FROM WRF V4.4.2 MODEL</dd><dt><span>START_DATE :</span></dt><dd>2024-05-14_12:00:00</dd><dt><span>SIMULATION_START_DATE :</span></dt><dd>2024-05-14_12:00:00</dd><dt><span>WEST-EAST_GRID_DIMENSION :</span></dt><dd>321</dd><dt><span>SOUTH-NORTH_GRID_DIMENSION :</span></dt><dd>146</dd><dt><span>BOTTOM-TOP_GRID_DIMENSION :</span></dt><dd>51</dd><dt><span>DX :</span></dt><dd>804.0</dd><dt><span>DY :</span></dt><dd>804.0</dd><dt><span>AERCU_OPT :</span></dt><dd>0</dd><dt><span>AERCU_FCT :</span></dt><dd>1.0</dd><dt><span>IDEAL_CASE :</span></dt><dd>0</dd><dt><span>DIFF_6TH_SLOPEOPT :</span></dt><dd>0</dd><dt><span>AUTO_LEVELS_OPT :</span></dt><dd>2</dd><dt><span>DIFF_6TH_THRESH :</span></dt><dd>0.1</dd><dt><span>DZBOT :</span></dt><dd>50.0</dd><dt><span>DZSTRETCH_S :</span></dt><dd>1.3</dd><dt><span>DZSTRETCH_U :</span></dt><dd>1.1</dd><dt><span>SKEBS_ON :</span></dt><dd>0</dd><dt><span>USE_Q_DIABATIC :</span></dt><dd>0</dd><dt><span>GRIDTYPE :</span></dt><dd>C</dd><dt><span>DIFF_OPT :</span></dt><dd>1</dd><dt><span>KM_OPT :</span></dt><dd>4</dd><dt><span>DAMP_OPT :</span></dt><dd>1</dd><dt><span>DAMPCOEF :</span></dt><dd>0.01</dd><dt><span>KHDIF :</span></dt><dd>0.0</dd><dt><span>KVDIF :</span></dt><dd>0.0</dd><dt><span>MP_PHYSICS :</span></dt><dd>10</dd><dt><span>RA_LW_PHYSICS :</span></dt><dd>1</dd><dt><span>RA_SW_PHYSICS :</span></dt><dd>1</dd><dt><span>SF_SFCLAY_PHYSICS :</span></dt><dd>2</dd><dt><span>SF_SURFACE_PHYSICS :</span></dt><dd>2</dd><dt><span>BL_PBL_PHYSICS :</span></dt><dd>2</dd><dt><span>CU_PHYSICS :</span></dt><dd>0</dd><dt><span>SF_LAKE_PHYSICS :</span></dt><dd>0</dd><dt><span>SURFACE_INPUT_SOURCE :</span></dt><dd>1</dd><dt><span>SST_UPDATE :</span></dt><dd>0</dd><dt><span>GHG_INPUT :</span></dt><dd>1</dd><dt><span>GRID_FDDA :</span></dt><dd>0</dd><dt><span>GFDDA_INTERVAL_M :</span></dt><dd>0</dd><dt><span>GFDDA_END_H :</span></dt><dd>0</dd><dt><span>GRID_SFDDA :</span></dt><dd>0</dd><dt><span>SGFDDA_INTERVAL_M :</span></dt><dd>0</dd><dt><span>SGFDDA_END_H :</span></dt><dd>0</dd><dt><span>HYPSOMETRIC_OPT :</span></dt><dd>2</dd><dt><span>USE_THETA_M :</span></dt><dd>1</dd><dt><span>GWD_OPT :</span></dt><dd>0</dd><dt><span>SF_URBAN_PHYSICS :</span></dt><dd>0</dd><dt><span>SF_SURFACE_MOSAIC :</span></dt><dd>0</dd><dt><span>SF_OCEAN_PHYSICS :</span></dt><dd>0</dd><dt><span>SHCU_PHYSICS :</span></dt><dd>0</dd><dt><span>MFSHCONV :</span></dt><dd>0</dd><dt><span>FEEDBACK :</span></dt><dd>0</dd><dt><span>SMOOTH_OPTION :</span></dt><dd>0</dd><dt><span>SWRAD_SCAT :</span></dt><dd>1.0</dd><dt><span>W_DAMPING :</span></dt><dd>1</dd><dt><span>DT :</span></dt><dd>3.0</dd><dt><span>RADT :</span></dt><dd>8.0</dd><dt><span>BLDT :</span></dt><dd>0.0</dd><dt><span>CUDT :</span></dt><dd>0.0</dd><dt><span>AER_OPT :</span></dt><dd>0</dd><dt><span>SWINT_OPT :</span></dt><dd>0</dd><dt><span>AER_TYPE :</span></dt><dd>1</dd><dt><span>AER_AOD550_OPT :</span></dt><dd>1</dd><dt><span>AER_ANGEXP_OPT :</span></dt><dd>1</dd><dt><span>AER_SSA_OPT :</span></dt><dd>1</dd><dt><span>AER_ASY_OPT :</span></dt><dd>1</dd><dt><span>AER_AOD550_VAL :</span></dt><dd>0.12</dd><dt><span>AER_ANGEXP_VAL :</span></dt><dd>1.3</dd><dt><span>AER_SSA_VAL :</span></dt><dd>0.85</dd><dt><span>AER_ASY_VAL :</span></dt><dd>0.9</dd><dt><span>MOIST_ADV_OPT :</span></dt><dd>0</dd><dt><span>SCALAR_ADV_OPT :</span></dt><dd>0</dd><dt><span>TKE_ADV_OPT :</span></dt><dd>1</dd><dt><span>DIFF_6TH_OPT :</span></dt><dd>0</dd><dt><span>DIFF_6TH_FACTOR :</span></dt><dd>0.12</dd><dt><span>OBS_NUDGE_OPT :</span></dt><dd>0</dd><dt><span>BUCKET_MM :</span></dt><dd>-1.0</dd><dt><span>BUCKET_J :</span></dt><dd>-1.0</dd><dt><span>PREC_ACC_DT :</span></dt><dd>0.0</dd><dt><span>ISFTCFLX :</span></dt><dd>0</dd><dt><span>ISHALLOW :</span></dt><dd>0</dd><dt><span>ISFFLX :</span></dt><dd>1</dd><dt><span>ICLOUD :</span></dt><dd>1</dd><dt><span>ICLOUD_CU :</span></dt><dd>0</dd><dt><span>TRACER_PBLMIX :</span></dt><dd>1</dd><dt><span>SCALAR_PBLMIX :</span></dt><dd>0</dd><dt><span>YSU_TOPDOWN_PBLMIX :</span></dt><dd>1</dd><dt><span>GRAV_SETTLING :</span></dt><dd>0</dd><dt><span>CLDOVRLP :</span></dt><dd>2</dd><dt><span>IDCOR :</span></dt><dd>0</dd><dt><span>DFI_OPT :</span></dt><dd>0</dd><dt><span>NTASKS_X :</span></dt><dd>8</dd><dt><span>NTASKS_Y :</span></dt><dd>8</dd><dt><span>NTASKS_TOTAL :</span></dt><dd>64</dd><dt><span>SIMULATION_INITIALIZATION_TYPE :</span></dt><dd>REAL-DATA CASE</dd><dt><span>WEST-EAST_PATCH_START_UNSTAG :</span></dt><dd>1</dd><dt><span>WEST-EAST_PATCH_END_UNSTAG :</span></dt><dd>320</dd><dt><span>WEST-EAST_PATCH_START_STAG :</span></dt><dd>1</dd><dt><span>WEST-EAST_PATCH_END_STAG :</span></dt><dd>321</dd><dt><span>SOUTH-NORTH_PATCH_START_UNSTAG :</span></dt><dd>1</dd><dt><span>SOUTH-NORTH_PATCH_END_UNSTAG :</span></dt><dd>145</dd><dt><span>SOUTH-NORTH_PATCH_START_STAG :</span></dt><dd>1</dd><dt><span>SOUTH-NORTH_PATCH_END_STAG :</span></dt><dd>146</dd><dt><span>BOTTOM-TOP_PATCH_START_UNSTAG :</span></dt><dd>1</dd><dt><span>BOTTOM-TOP_PATCH_END_UNSTAG :</span></dt><dd>50</dd><dt><span>BOTTOM-TOP_PATCH_START_STAG :</span></dt><dd>1</dd><dt><span>BOTTOM-TOP_PATCH_END_STAG :</span></dt><dd>51</dd><dt><span>GRID_ID :</span></dt><dd>3</dd><dt><span>PARENT_ID :</span></dt><dd>2</dd><dt><span>I_PARENT_START :</span></dt><dd>124</dd><dt><span>J_PARENT_START :</span></dt><dd>118</dd><dt><span>PARENT_GRID_RATIO :</span></dt><dd>5</dd><dt><span>CEN_LAT :</span></dt><dd>54.77852</dd><dt><span>CEN_LON :</span></dt><dd>-2.0141296</dd><dt><span>TRUELAT1 :</span></dt><dd>57.0</dd><dt><span>TRUELAT2 :</span></dt><dd>57.0</dd><dt><span>MOAD_CEN_LAT :</span></dt><dd>57.0</dd><dt><span>STAND_LON :</span></dt><dd>-2.0</dd><dt><span>POLE_LAT :</span></dt><dd>90.0</dd><dt><span>POLE_LON :</span></dt><dd>0.0</dd><dt><span>GMT :</span></dt><dd>12.0</dd><dt><span>JULYR :</span></dt><dd>2024</dd><dt><span>JULDAY :</span></dt><dd>135</dd><dt><span>MAP_PROJ :</span></dt><dd>1</dd><dt><span>MAP_PROJ_CHAR :</span></dt><dd>Lambert Conformal</dd><dt><span>MMINLU :</span></dt><dd>MODIFIED_IGBP_MODIS_NOAH</dd><dt><span>NUM_LAND_CAT :</span></dt><dd>21</dd><dt><span>ISWATER :</span></dt><dd>17</dd><dt><span>ISLAKE :</span></dt><dd>21</dd><dt><span>ISICE :</span></dt><dd>15</dd><dt><span>ISURBAN :</span></dt><dd>13</dd><dt><span>ISOILWATER :</span></dt><dd>14</dd><dt><span>HYBRID_OPT :</span></dt><dd>2</dd><dt><span>ETAC :</span></dt><dd>0.2</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 234MB\n",
       "Dimensions:                (Time: 1, south_north: 145, west_east: 320,\n",
       "                            bottom_top: 50, bottom_top_stag: 51,\n",
       "                            soil_layers_stag: 4, west_east_stag: 321,\n",
       "                            south_north_stag: 146, seed_dim_stag: 8)\n",
       "Coordinates:\n",
       "    XLAT                   (Time, south_north, west_east) float32 186kB ...\n",
       "    XLONG                  (Time, south_north, west_east) float32 186kB ...\n",
       "    XTIME                  (Time) datetime64[ns] 8B ...\n",
       "    XLAT_U                 (Time, south_north, west_east_stag) float32 186kB ...\n",
       "    XLONG_U                (Time, south_north, west_east_stag) float32 186kB ...\n",
       "    XLAT_V                 (Time, south_north_stag, west_east) float32 187kB ...\n",
       "    XLONG_V                (Time, south_north_stag, west_east) float32 187kB ...\n",
       "Dimensions without coordinates: Time, south_north, west_east, bottom_top,\n",
       "                                bottom_top_stag, soil_layers_stag,\n",
       "                                west_east_stag, south_north_stag, seed_dim_stag\n",
       "Data variables: (12/165)\n",
       "    Times                  (Time) |S19 19B ...\n",
       "    LU_INDEX               (Time, south_north, west_east) float32 186kB ...\n",
       "    ZNU                    (Time, bottom_top) float32 200B ...\n",
       "    ZNW                    (Time, bottom_top_stag) float32 204B ...\n",
       "    ZS                     (Time, soil_layers_stag) float32 16B ...\n",
       "    DZS                    (Time, soil_layers_stag) float32 16B ...\n",
       "    ...                     ...\n",
       "    PCB                    (Time, south_north, west_east) float32 186kB ...\n",
       "    PC                     (Time, south_north, west_east) float32 186kB ...\n",
       "    LANDMASK               (Time, south_north, west_east) float32 186kB ...\n",
       "    LAKEMASK               (Time, south_north, west_east) float32 186kB ...\n",
       "    SST                    (Time, south_north, west_east) float32 186kB ...\n",
       "    SST_INPUT              (Time, south_north, west_east) float32 186kB ...\n",
       "Attributes: (12/134)\n",
       "    TITLE:                            OUTPUT FROM WRF V4.4.2 MODEL\n",
       "    START_DATE:                      2024-05-14_12:00:00\n",
       "    SIMULATION_START_DATE:           2024-05-14_12:00:00\n",
       "    WEST-EAST_GRID_DIMENSION:        321\n",
       "    SOUTH-NORTH_GRID_DIMENSION:      146\n",
       "    BOTTOM-TOP_GRID_DIMENSION:       51\n",
       "    ...                              ...\n",
       "    ISLAKE:                          21\n",
       "    ISICE:                           15\n",
       "    ISURBAN:                         13\n",
       "    ISOILWATER:                      14\n",
       "    HYBRID_OPT:                      2\n",
       "    ETAC:                            0.2"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wrfout"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We access data from the dataset as we would a python dictionary.\n",
    "\n",
    "We can pull out something specific, such as 2m temperature.\n",
    "\n",
    "Here we have use the variable name `'T2'` as our key: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;XLAT&#x27; (Time: 1, south_north: 145, west_east: 320)&gt; Size: 186kB\n",
       "[46400 values with dtype=float32]\n",
       "Coordinates:\n",
       "    XLAT     (Time, south_north, west_east) float32 186kB ...\n",
       "    XLONG    (Time, south_north, west_east) float32 186kB ...\n",
       "    XTIME    (Time) datetime64[ns] 8B ...\n",
       "Dimensions without coordinates: Time, south_north, west_east\n",
       "Attributes:\n",
       "    FieldType:    104\n",
       "    MemoryOrder:  XY \n",
       "    description:  LATITUDE, SOUTH IS NEGATIVE\n",
       "    units:        degree_north\n",
       "    stagger:      </pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'XLAT'</div><ul class='xr-dim-list'><li><span>Time</span>: 1</li><li><span>south_north</span>: 145</li><li><span>west_east</span>: 320</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-d696c27a-f6ec-4aa3-b3bd-953790abd6c9' class='xr-array-in' type='checkbox' checked><label for='section-d696c27a-f6ec-4aa3-b3bd-953790abd6c9' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>...</span></div><div class='xr-array-data'><pre>[46400 values with dtype=float32]</pre></div></div></li><li class='xr-section-item'><input id='section-ce01fa04-89d5-4793-8523-883da4526fac' class='xr-section-summary-in' type='checkbox'  checked><label for='section-ce01fa04-89d5-4793-8523-883da4526fac' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>XLAT</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-94447a25-511e-417c-99e1-65930c7d49ff' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-94447a25-511e-417c-99e1-65930c7d49ff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7915531e-f2a5-491c-9cd7-86a1645730c9' class='xr-var-data-in' type='checkbox'><label for='data-7915531e-f2a5-491c-9cd7-86a1645730c9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LATITUDE, SOUTH IS NEGATIVE</dd><dt><span>units :</span></dt><dd>degree_north</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XLONG</span></div><div class='xr-var-dims'>(Time, south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8c3125cd-27a7-49e7-be6d-8562cca24e82' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8c3125cd-27a7-49e7-be6d-8562cca24e82' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-063ba186-57c6-4149-ba59-3487c317c609' class='xr-var-data-in' type='checkbox'><label for='data-063ba186-57c6-4149-ba59-3487c317c609' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LONGITUDE, WEST IS NEGATIVE</dd><dt><span>units :</span></dt><dd>degree_east</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[46400 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XTIME</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-da2eaaf2-ffe1-4b9c-b4df-2c5373a315ff' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-da2eaaf2-ffe1-4b9c-b4df-2c5373a315ff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc58d083-3985-450a-b3e4-945db97926e0' class='xr-var-data-in' type='checkbox'><label for='data-dc58d083-3985-450a-b3e4-945db97926e0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>minutes since 2024-05-14 12:00:00</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=datetime64[ns]]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-babb3e39-a5fa-4b11-9ec7-916cc533c518' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-babb3e39-a5fa-4b11-9ec7-916cc533c518' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-556c37a4-5406-4c4e-9783-1701e4663a16' class='xr-section-summary-in' type='checkbox'  checked><label for='section-556c37a4-5406-4c4e-9783-1701e4663a16' class='xr-section-summary' >Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LATITUDE, SOUTH IS NEGATIVE</dd><dt><span>units :</span></dt><dd>degree_north</dd><dt><span>stagger :</span></dt><dd></dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'XLAT' (Time: 1, south_north: 145, west_east: 320)> Size: 186kB\n",
       "[46400 values with dtype=float32]\n",
       "Coordinates:\n",
       "    XLAT     (Time, south_north, west_east) float32 186kB ...\n",
       "    XLONG    (Time, south_north, west_east) float32 186kB ...\n",
       "    XTIME    (Time) datetime64[ns] 8B ...\n",
       "Dimensions without coordinates: Time, south_north, west_east\n",
       "Attributes:\n",
       "    FieldType:    104\n",
       "    MemoryOrder:  XY \n",
       "    description:  LATITUDE, SOUTH IS NEGATIVE\n",
       "    units:        degree_north\n",
       "    stagger:      "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wrfout['XLAT'][:]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can access the data by using python list index notation:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;T2&#x27; (Time: 1)&gt; Size: 4B\n",
       "[1 values with dtype=float32]\n",
       "Coordinates:\n",
       "    XLAT     (Time) float32 4B ...\n",
       "    XLONG    (Time) float32 4B ...\n",
       "    XTIME    (Time) datetime64[ns] 8B ...\n",
       "Dimensions without coordinates: Time\n",
       "Attributes:\n",
       "    FieldType:    104\n",
       "    MemoryOrder:  XY \n",
       "    description:  TEMP at 2 M\n",
       "    units:        K\n",
       "    stagger:      </pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'T2'</div><ul class='xr-dim-list'><li><span>Time</span>: 1</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-6187c9b4-e9fc-4b86-aad4-f9d40a406b26' class='xr-array-in' type='checkbox' checked><label for='section-6187c9b4-e9fc-4b86-aad4-f9d40a406b26' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>...</span></div><div class='xr-array-data'><pre>[1 values with dtype=float32]</pre></div></div></li><li class='xr-section-item'><input id='section-b35e12da-df38-4c6a-aaed-929366a7b13b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-b35e12da-df38-4c6a-aaed-929366a7b13b' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>XLAT</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-77460f35-a3be-482c-88d6-bbbfa032cbf4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-77460f35-a3be-482c-88d6-bbbfa032cbf4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5d88ef05-b2f8-404d-8f21-aa76dcdf33be' class='xr-var-data-in' type='checkbox'><label for='data-5d88ef05-b2f8-404d-8f21-aa76dcdf33be' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LATITUDE, SOUTH IS NEGATIVE</dd><dt><span>units :</span></dt><dd>degree_north</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XLONG</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d068fcd4-56bc-456f-88f4-d351daa49de4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d068fcd4-56bc-456f-88f4-d351daa49de4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3cf35f7-06fb-4701-9320-eb9080bc849c' class='xr-var-data-in' type='checkbox'><label for='data-b3cf35f7-06fb-4701-9320-eb9080bc849c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>LONGITUDE, WEST IS NEGATIVE</dd><dt><span>units :</span></dt><dd>degree_east</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XTIME</span></div><div class='xr-var-dims'>(Time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0eaaf0fb-e46c-4b70-8fba-28a9df9defdf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0eaaf0fb-e46c-4b70-8fba-28a9df9defdf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6fdc226e-bf90-4b8d-997f-d76f01f55fed' class='xr-var-data-in' type='checkbox'><label for='data-6fdc226e-bf90-4b8d-997f-d76f01f55fed' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>0  </dd><dt><span>description :</span></dt><dd>minutes since 2024-05-14 12:00:00</dd><dt><span>stagger :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=datetime64[ns]]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-49a9453e-7682-4f52-a2b4-c048bbe2b0fc' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-49a9453e-7682-4f52-a2b4-c048bbe2b0fc' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-96ba6deb-d7e0-4915-a3cb-19e5252a6f36' class='xr-section-summary-in' type='checkbox'  checked><label for='section-96ba6deb-d7e0-4915-a3cb-19e5252a6f36' class='xr-section-summary' >Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY </dd><dt><span>description :</span></dt><dd>TEMP at 2 M</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>stagger :</span></dt><dd></dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'T2' (Time: 1)> Size: 4B\n",
       "[1 values with dtype=float32]\n",
       "Coordinates:\n",
       "    XLAT     (Time) float32 4B ...\n",
       "    XLONG    (Time) float32 4B ...\n",
       "    XTIME    (Time) datetime64[ns] 8B ...\n",
       "Dimensions without coordinates: Time\n",
       "Attributes:\n",
       "    FieldType:    104\n",
       "    MemoryOrder:  XY \n",
       "    description:  TEMP at 2 M\n",
       "    units:        K\n",
       "    stagger:      "
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wrfout['T2'][:,50,38]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Extracting WRF variables using `getvar`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will use the `wrf-python` function `getvar` to extract certain diagnostics from our wrfout files.\n",
    "\n",
    "Some diagnostics come 'out of the box' in a wrfout, `getvar` extends this and also adds some nice functionality like concatenating the data from multiple wrfouts into a single file. \n",
    "\n",
    "The full list of diagnostics can be found here: https://wrf-python.readthedocs.io/en/latest/user_api/generated/wrf.getvar.html.\n",
    "\n",
    "`getvar` is only compatible with `Dataset` object from the `netCDF4` package (even though it returns an `xarray` `DataArray` object...!?), so we will re read it:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "wrfout = Dataset(WRF_FILE)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will extract sea level pressure, using the variable name string `'slp'`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 579
    },
    "executionInfo": {
     "elapsed": 3002,
     "status": "ok",
     "timestamp": 1676969254324,
     "user": {
      "displayName": "Laurents Marker",
      "userId": "00093468885633509413"
     },
     "user_tz": 0
    },
    "id": "_zHFwnc7Gk_l",
    "outputId": "04b66db1-b698-417a-f361-0eb97b1a1cea"
   },
   "outputs": [],
   "source": [
    "slp = getvar(wrfout, 'slp')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;slp&#x27; (south_north: 145, west_east: 320)&gt; Size: 186kB\n",
       "array([[ 998.6614 ,  998.6426 ,  998.67896, ..., 1001.5489 , 1001.59204,\n",
       "        1001.5578 ],\n",
       "       [ 998.6771 ,  998.67285,  998.66956, ..., 1001.56805, 1001.56726,\n",
       "        1001.5562 ],\n",
       "       [ 998.66345,  998.67346,  998.6809 , ..., 1001.57294, 1001.5864 ,\n",
       "        1001.55695],\n",
       "       ...,\n",
       "       [ 999.0141 ,  999.03656,  999.0258 , ..., 1002.7905 , 1002.7832 ,\n",
       "        1002.8167 ],\n",
       "       [ 998.95776,  999.0402 ,  999.0296 , ..., 1002.7577 , 1002.7623 ,\n",
       "        1002.82477],\n",
       "       [ 998.95715,  999.0024 ,  999.0187 , ..., 1002.7969 , 1002.8057 ,\n",
       "        1002.8139 ]], dtype=float32)\n",
       "Coordinates:\n",
       "    XLONG    (south_north, west_east) float32 186kB -3.986 -3.973 ... 0.01031\n",
       "    XLAT     (south_north, west_east) float32 186kB 54.24 54.24 ... 55.28 55.28\n",
       "    XTIME    float32 4B 60.0\n",
       "    Time     datetime64[ns] 8B 2024-05-14T13:00:00\n",
       "Dimensions without coordinates: south_north, west_east\n",
       "Attributes:\n",
       "    FieldType:    104\n",
       "    MemoryOrder:  XY\n",
       "    description:  sea level pressure\n",
       "    units:        hPa\n",
       "    stagger:      \n",
       "    coordinates:  XLONG XLAT XTIME\n",
       "    projection:   LambertConformal(stand_lon=-2.0, moad_cen_lat=57.0, truelat...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'slp'</div><ul class='xr-dim-list'><li><span>south_north</span>: 145</li><li><span>west_east</span>: 320</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-cfbf0cf6-3bea-4682-835b-27d97678ea9a' class='xr-array-in' type='checkbox' checked><label for='section-cfbf0cf6-3bea-4682-835b-27d97678ea9a' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>998.7 998.6 998.7 998.7 ... 1.003e+03 1.003e+03 1.003e+03 1.003e+03</span></div><div class='xr-array-data'><pre>array([[ 998.6614 ,  998.6426 ,  998.67896, ..., 1001.5489 , 1001.59204,\n",
       "        1001.5578 ],\n",
       "       [ 998.6771 ,  998.67285,  998.66956, ..., 1001.56805, 1001.56726,\n",
       "        1001.5562 ],\n",
       "       [ 998.66345,  998.67346,  998.6809 , ..., 1001.57294, 1001.5864 ,\n",
       "        1001.55695],\n",
       "       ...,\n",
       "       [ 999.0141 ,  999.03656,  999.0258 , ..., 1002.7905 , 1002.7832 ,\n",
       "        1002.8167 ],\n",
       "       [ 998.95776,  999.0402 ,  999.0296 , ..., 1002.7577 , 1002.7623 ,\n",
       "        1002.82477],\n",
       "       [ 998.95715,  999.0024 ,  999.0187 , ..., 1002.7969 , 1002.8057 ,\n",
       "        1002.8139 ]], dtype=float32)</pre></div></div></li><li class='xr-section-item'><input id='section-32ae733e-2f09-4c9b-8ac0-c92405be0c6a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-32ae733e-2f09-4c9b-8ac0-c92405be0c6a' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>XLONG</span></div><div class='xr-var-dims'>(south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-3.986 -3.973 ... -0.00235 0.01031</div><input id='attrs-48215eec-0ed2-4217-8119-275e104ad678' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-48215eec-0ed2-4217-8119-275e104ad678' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-82176bf8-e1d6-4fe0-af75-509e3490577f' class='xr-var-data-in' type='checkbox'><label for='data-82176bf8-e1d6-4fe0-af75-509e3490577f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-3.9858093e+00, -3.9734802e+00, -3.9611206e+00, ...,\n",
       "        -6.6741943e-02, -5.4412842e-02, -4.2053223e-02],\n",
       "       [-3.9861755e+00, -3.9738159e+00, -3.9614563e+00, ...,\n",
       "        -6.6406250e-02, -5.4046631e-02, -4.1687012e-02],\n",
       "       [-3.9865417e+00, -3.9741821e+00, -3.9618225e+00, ...,\n",
       "        -6.6070557e-02, -5.3710938e-02, -4.1320801e-02],\n",
       "       ...,\n",
       "       [-4.0381775e+00, -4.0255127e+00, -4.0128174e+00, ...,\n",
       "        -1.5777588e-02, -3.1127930e-03,  9.5825195e-03],\n",
       "       [-4.0385742e+00, -4.0258789e+00, -4.0131836e+00, ...,\n",
       "        -1.5411377e-02, -2.7160645e-03,  9.9487305e-03],\n",
       "       [-4.0389404e+00, -4.0262451e+00, -4.0135803e+00, ...,\n",
       "        -1.5045166e-02, -2.3498535e-03,  1.0314941e-02]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XLAT</span></div><div class='xr-var-dims'>(south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>54.24 54.24 54.24 ... 55.28 55.28</div><input id='attrs-78879eb9-d35e-4fbc-989e-861c63858de5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-78879eb9-d35e-4fbc-989e-861c63858de5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-13797c32-a99d-4654-8d8e-a2d46360f217' class='xr-var-data-in' type='checkbox'><label for='data-13797c32-a99d-4654-8d8e-a2d46360f217' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[54.241455, 54.241665, 54.241875, ..., 54.242336, 54.242134,\n",
       "        54.24193 ],\n",
       "       [54.248676, 54.24889 , 54.2491  , ..., 54.249554, 54.249355,\n",
       "        54.249146],\n",
       "       [54.255898, 54.256107, 54.256313, ..., 54.256783, 54.256573,\n",
       "        54.25637 ],\n",
       "       ...,\n",
       "       [55.267124, 55.267334, 55.267555, ..., 55.268032, 55.26782 ,\n",
       "        55.267605],\n",
       "       [55.274345, 55.274563, 55.274776, ..., 55.275253, 55.27504 ,\n",
       "        55.27483 ],\n",
       "       [55.28157 , 55.281788, 55.282005, ..., 55.282482, 55.28227 ,\n",
       "        55.28205 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XTIME</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>60.0</div><input id='attrs-1c76440a-9f3a-4673-b093-963fdc9498b6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1c76440a-9f3a-4673-b093-963fdc9498b6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-04e75f5b-e188-4119-b9eb-546fef856d30' class='xr-var-data-in' type='checkbox'><label for='data-04e75f5b-e188-4119-b9eb-546fef856d30' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(60., dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Time</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2024-05-14T13:00:00</div><input id='attrs-c95c077e-942c-482d-9d9c-0dc12a9b9820' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c95c077e-942c-482d-9d9c-0dc12a9b9820' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2369e216-17eb-4172-9c81-a98d03ac89ee' class='xr-var-data-in' type='checkbox'><label for='data-2369e216-17eb-4172-9c81-a98d03ac89ee' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(&#x27;2024-05-14T13:00:00.000000000&#x27;, dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-dcbf9107-7ab8-4390-bff6-61f948bb855c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-dcbf9107-7ab8-4390-bff6-61f948bb855c' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-760ab9cf-c2f4-431f-b5a6-1450189e20ad' class='xr-section-summary-in' type='checkbox'  checked><label for='section-760ab9cf-c2f4-431f-b5a6-1450189e20ad' class='xr-section-summary' >Attributes: <span>(7)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>FieldType :</span></dt><dd>104</dd><dt><span>MemoryOrder :</span></dt><dd>XY</dd><dt><span>description :</span></dt><dd>sea level pressure</dd><dt><span>units :</span></dt><dd>hPa</dd><dt><span>stagger :</span></dt><dd></dd><dt><span>coordinates :</span></dt><dd>XLONG XLAT XTIME</dd><dt><span>projection :</span></dt><dd>LambertConformal(stand_lon=-2.0, moad_cen_lat=57.0, truelat1=57.0, truelat2=57.0, pole_lat=90.0, pole_lon=0.0)</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'slp' (south_north: 145, west_east: 320)> Size: 186kB\n",
       "array([[ 998.6614 ,  998.6426 ,  998.67896, ..., 1001.5489 , 1001.59204,\n",
       "        1001.5578 ],\n",
       "       [ 998.6771 ,  998.67285,  998.66956, ..., 1001.56805, 1001.56726,\n",
       "        1001.5562 ],\n",
       "       [ 998.66345,  998.67346,  998.6809 , ..., 1001.57294, 1001.5864 ,\n",
       "        1001.55695],\n",
       "       ...,\n",
       "       [ 999.0141 ,  999.03656,  999.0258 , ..., 1002.7905 , 1002.7832 ,\n",
       "        1002.8167 ],\n",
       "       [ 998.95776,  999.0402 ,  999.0296 , ..., 1002.7577 , 1002.7623 ,\n",
       "        1002.82477],\n",
       "       [ 998.95715,  999.0024 ,  999.0187 , ..., 1002.7969 , 1002.8057 ,\n",
       "        1002.8139 ]], dtype=float32)\n",
       "Coordinates:\n",
       "    XLONG    (south_north, west_east) float32 186kB -3.986 -3.973 ... 0.01031\n",
       "    XLAT     (south_north, west_east) float32 186kB 54.24 54.24 ... 55.28 55.28\n",
       "    XTIME    float32 4B 60.0\n",
       "    Time     datetime64[ns] 8B 2024-05-14T13:00:00\n",
       "Dimensions without coordinates: south_north, west_east\n",
       "Attributes:\n",
       "    FieldType:    104\n",
       "    MemoryOrder:  XY\n",
       "    description:  sea level pressure\n",
       "    units:        hPa\n",
       "    stagger:      \n",
       "    coordinates:  XLONG XLAT XTIME\n",
       "    projection:   LambertConformal(stand_lon=-2.0, moad_cen_lat=57.0, truelat..."
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "slp"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Plotting with `cartopy`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`wrf-python` provides functions for retrieving spacial information from our `slp` object.\n",
    "\n",
    "We will extract the projection and coordinates:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 579
    },
    "executionInfo": {
     "elapsed": 3002,
     "status": "ok",
     "timestamp": 1676969254324,
     "user": {
      "displayName": "Laurents Marker",
      "userId": "00093468885633509413"
     },
     "user_tz": 0
    },
    "id": "_zHFwnc7Gk_l",
    "outputId": "04b66db1-b698-417a-f361-0eb97b1a1cea"
   },
   "outputs": [],
   "source": [
    "cart_proj = get_cartopy(slp)\n",
    "lats, lons = latlon_coords(slp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<?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 xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"191.867197pt\" height=\"180.72pt\" viewBox=\"0 0 191.867197 180.72\" xmlns=\"http://www.w3.org/2000/svg\" version=\"1.1\">\n",
       " <metadata>\n",
       "  <rdf:RDF xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:cc=\"http://creativecommons.org/ns#\" 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>2024-05-15T14:23:14.824613</dc:date>\n",
       "    <dc:format>image/svg+xml</dc:format>\n",
       "    <dc:creator>\n",
       "     <cc:Agent>\n",
       "      <dc:title>Matplotlib v3.5.2, 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-linejoin: round; stroke-linecap: butt}</style>\n",
       " </defs>\n",
       " <g id=\"figure_1\">\n",
       "  <g id=\"patch_1\">\n",
       "   <path d=\"M 0 180.72 \n",
       "L 191.867197 180.72 \n",
       "L 191.867197 0 \n",
       "L 0 0 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "  </g>\n",
       "  <g id=\"axes_1\">\n",
       "   <g id=\"patch_2\">\n",
       "    <path d=\"M 95.933598 84.781919 \n",
       "L 139.009032 7.2 \n",
       "L 143.47504 9.853564 \n",
       "L 147.778119 12.763916 \n",
       "L 151.90352 15.921081 \n",
       "L 155.837106 19.314241 \n",
       "L 159.565396 22.931766 \n",
       "L 163.075612 26.761259 \n",
       "L 166.355726 30.789595 \n",
       "L 169.394494 35.002968 \n",
       "L 172.181503 39.38694 \n",
       "L 174.707202 43.926486 \n",
       "L 176.962935 48.606048 \n",
       "L 178.940972 53.409589 \n",
       "L 180.634532 58.320647 \n",
       "L 182.037813 63.32239 \n",
       "L 183.146004 68.397678 \n",
       "L 183.955309 73.529116 \n",
       "L 184.462953 78.699119 \n",
       "L 184.667197 83.889968 \n",
       "L 184.567341 89.083874 \n",
       "L 184.163726 94.263037 \n",
       "L 183.457737 99.409707 \n",
       "L 182.451793 104.506246 \n",
       "L 181.149341 109.535187 \n",
       "L 179.554845 114.479296 \n",
       "L 177.673769 119.321629 \n",
       "L 175.51256 124.04559 \n",
       "L 173.078625 128.63499 \n",
       "L 170.380305 133.074101 \n",
       "L 167.426848 137.347709 \n",
       "L 164.228376 141.441168 \n",
       "L 160.795849 145.340449 \n",
       "L 157.141032 149.032189 \n",
       "L 153.27645 152.503736 \n",
       "L 149.215347 155.743192 \n",
       "L 144.971642 158.739456 \n",
       "L 140.559878 161.482259 \n",
       "L 135.995174 163.962202 \n",
       "L 131.293175 166.170784 \n",
       "L 126.469995 168.100438 \n",
       "L 121.542162 169.744549 \n",
       "L 116.526567 171.097484 \n",
       "L 111.440397 172.154605 \n",
       "L 106.301083 172.91229 \n",
       "L 101.126238 173.367942 \n",
       "L 95.933598 173.52 \n",
       "L 90.740958 173.367942 \n",
       "L 85.566114 172.91229 \n",
       "L 80.4268 172.154605 \n",
       "L 75.34063 171.097484 \n",
       "L 70.325034 169.744549 \n",
       "L 65.397202 168.100438 \n",
       "L 60.574022 166.170784 \n",
       "L 55.872023 163.962202 \n",
       "L 51.307319 161.482259 \n",
       "L 46.895555 158.739456 \n",
       "L 42.65185 155.743192 \n",
       "L 38.590747 152.503736 \n",
       "L 34.726165 149.032189 \n",
       "L 31.071348 145.340449 \n",
       "L 27.638821 141.441168 \n",
       "L 24.440348 137.347709 \n",
       "L 21.486891 133.074101 \n",
       "L 18.788572 128.63499 \n",
       "L 16.354637 124.04559 \n",
       "L 14.193428 119.321629 \n",
       "L 12.312352 114.479296 \n",
       "L 10.717856 109.535187 \n",
       "L 9.415404 104.506246 \n",
       "L 8.40946 99.409707 \n",
       "L 7.703471 94.263037 \n",
       "L 7.299856 89.083874 \n",
       "L 7.2 83.889968 \n",
       "L 7.404244 78.699119 \n",
       "L 7.911888 73.529116 \n",
       "L 8.721193 68.397678 \n",
       "L 9.829384 63.32239 \n",
       "L 11.232665 58.320647 \n",
       "L 12.926225 53.409589 \n",
       "L 14.904261 48.606048 \n",
       "L 17.159994 43.926486 \n",
       "L 19.685693 39.38694 \n",
       "L 22.472703 35.002968 \n",
       "L 25.511471 30.789595 \n",
       "L 28.791584 26.761259 \n",
       "L 32.301801 22.931766 \n",
       "L 36.030091 19.314241 \n",
       "L 39.963677 15.921081 \n",
       "L 44.089078 12.763916 \n",
       "L 48.392157 9.853564 \n",
       "L 52.858165 7.2 \n",
       "L 95.933598 84.781919 \n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"PathCollection_1\">\n",
       "    <path d=\"M 94.590112 106.61861 \n",
       "L 94.619926 107.009226 \n",
       "L 94.340072 107.477778 \n",
       "L 93.720901 107.748906 \n",
       "L 93.255145 107.616393 \n",
       "L 93.585811 107.081618 \n",
       "L 93.477459 106.514051 \n",
       "L 93.950038 106.135289 \n",
       "L 94.207047 105.903287 \n",
       "L 94.467899 105.900561 \n",
       "L 94.781441 106.255992 \n",
       "L 94.590112 106.61861 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 146.33091 55.766976 \n",
       "L 146.081736 54.189153 \n",
       "L 145.651141 52.574284 \n",
       "L 145.696461 51.827562 \n",
       "L 145.793065 51.175979 \n",
       "L 146.151032 50.771828 \n",
       "L 145.757723 49.235585 \n",
       "L 146.020663 48.778435 \n",
       "L 146.581335 49.400246 \n",
       "L 146.965742 48.885536 \n",
       "L 146.984669 47.865702 \n",
       "L 147.433637 46.790255 \n",
       "L 147.08813 46.378772 \n",
       "L 147.448075 46.155932 \n",
       "L 147.137252 45.477195 \n",
       "L 147.453453 45.59273 \n",
       "L 147.156989 44.545088 \n",
       "L 147.443439 44.4553 \n",
       "L 147.885836 44.91506 \n",
       "L 147.828448 45.255284 \n",
       "L 148.233928 45.975954 \n",
       "L 148.68377 46.83848 \n",
       "L 148.610595 47.793537 \n",
       "L 148.485782 48.52926 \n",
       "L 148.080061 49.391224 \n",
       "L 148.406054 50.614673 \n",
       "L 149.04898 51.126394 \n",
       "L 149.609075 51.440197 \n",
       "L 150.13538 50.972878 \n",
       "L 150.799428 51.428731 \n",
       "L 150.934493 51.961218 \n",
       "L 151.390815 52.817496 \n",
       "L 151.12781 53.920378 \n",
       "L 151.415233 54.833519 \n",
       "L 151.757564 54.908118 \n",
       "L 152.327617 55.935377 \n",
       "L 151.475071 55.934532 \n",
       "L 150.9808 55.544057 \n",
       "L 150.214902 56.215903 \n",
       "L 149.745511 56.944022 \n",
       "L 149.838782 58.807207 \n",
       "L 150.081868 59.490836 \n",
       "L 149.888102 61.011616 \n",
       "L 150.377042 61.076564 \n",
       "L 150.57999 61.352463 \n",
       "L 150.363908 61.65892 \n",
       "L 150.019238 61.808288 \n",
       "L 149.88288 62.57503 \n",
       "L 149.244026 61.848641 \n",
       "L 149.016828 61.286689 \n",
       "L 148.839584 61.442725 \n",
       "L 149.325914 62.582269 \n",
       "L 148.9891 63.082285 \n",
       "L 149.124317 63.834634 \n",
       "L 148.868216 64.313412 \n",
       "L 148.26814 63.349149 \n",
       "L 147.857543 63.060972 \n",
       "L 147.64274 61.708598 \n",
       "L 147.871122 61.462673 \n",
       "L 149.018068 60.686493 \n",
       "L 149.111468 59.665693 \n",
       "L 147.984812 59.414486 \n",
       "L 147.097159 58.774793 \n",
       "L 146.753762 58.111584 \n",
       "L 146.674368 57.337745 \n",
       "L 146.638398 56.641382 \n",
       "L 146.33091 55.766976 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 147.878953 77.982942 \n",
       "L 147.554237 77.720907 \n",
       "L 147.049161 77.140408 \n",
       "L 146.440337 76.648415 \n",
       "L 145.801352 76.373156 \n",
       "L 145.748278 76.078448 \n",
       "L 146.053698 75.636144 \n",
       "L 146.369335 75.543695 \n",
       "L 146.484879 75.017932 \n",
       "L 146.58551 74.35537 \n",
       "L 146.88888 74.348273 \n",
       "L 147.026122 74.841974 \n",
       "L 147.367534 74.635935 \n",
       "L 147.732262 75.142759 \n",
       "L 148.502512 75.451574 \n",
       "L 149.132065 74.748233 \n",
       "L 149.517112 74.815818 \n",
       "L 150.075019 73.789934 \n",
       "L 150.351414 74.713188 \n",
       "L 150.946202 74.880649 \n",
       "L 151.67443 74.7131 \n",
       "L 152.372905 75.40523 \n",
       "L 153.205848 75.289461 \n",
       "L 154.558303 75.405068 \n",
       "L 154.273156 75.579572 \n",
       "L 154.80546 76.496418 \n",
       "L 154.326526 76.908854 \n",
       "L 154.357054 77.524696 \n",
       "L 154.13443 77.983354 \n",
       "L 154.552184 78.966569 \n",
       "L 154.167752 79.318593 \n",
       "L 154.264451 79.87325 \n",
       "L 154.220767 80.584581 \n",
       "L 153.09584 80.794174 \n",
       "L 152.891147 81.226289 \n",
       "L 152.205624 81.665887 \n",
       "L 151.495738 81.818755 \n",
       "L 150.742101 81.765226 \n",
       "L 150.183274 81.322532 \n",
       "L 150.415811 80.720445 \n",
       "L 150.217638 80.117268 \n",
       "L 149.534707 80.016864 \n",
       "L 149.356035 79.696135 \n",
       "L 149.089632 78.778705 \n",
       "L 148.411294 78.296596 \n",
       "L 147.878953 77.982942 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 85.969272 87.112991 \n",
       "L 85.732809 87.08277 \n",
       "L 85.728305 86.85694 \n",
       "L 85.841069 86.648173 \n",
       "L 86.111804 86.677376 \n",
       "L 86.306813 86.850776 \n",
       "L 86.135547 87.018949 \n",
       "L 85.969272 87.112991 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 87.40932 86.74622 \n",
       "L 87.379842 86.69303 \n",
       "L 87.367731 86.450474 \n",
       "L 87.524294 86.385935 \n",
       "L 87.56673 86.634956 \n",
       "L 87.478796 86.745771 \n",
       "L 87.40932 86.74622 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 88.064334 86.244986 \n",
       "L 87.886819 86.424114 \n",
       "L 87.66865 86.434513 \n",
       "L 87.513822 86.276622 \n",
       "L 87.633073 86.153589 \n",
       "L 87.846144 86.066312 \n",
       "L 88.090182 86.018244 \n",
       "L 88.09134 86.170856 \n",
       "L 88.064334 86.244986 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 85.864572 88.004698 \n",
       "L 85.859276 87.745866 \n",
       "L 85.931731 87.306347 \n",
       "L 86.227531 87.179489 \n",
       "L 86.50325 87.093577 \n",
       "L 86.718761 86.897706 \n",
       "L 86.729079 86.60387 \n",
       "L 86.878329 86.415216 \n",
       "L 87.125032 86.42086 \n",
       "L 87.141861 86.693779 \n",
       "L 86.989738 86.879624 \n",
       "L 87.055161 87.136144 \n",
       "L 86.899671 87.299958 \n",
       "L 86.679547 87.328088 \n",
       "L 86.597021 87.520277 \n",
       "L 86.490583 87.647103 \n",
       "L 86.524685 87.840869 \n",
       "L 86.546223 88.057133 \n",
       "L 86.742911 88.23039 \n",
       "L 86.895591 88.483971 \n",
       "L 86.948695 88.714281 \n",
       "L 86.812189 88.945605 \n",
       "L 86.60837 89.075575 \n",
       "L 86.429634 89.053125 \n",
       "L 86.224743 88.89294 \n",
       "L 86.214372 88.684239 \n",
       "L 85.975559 88.302367 \n",
       "L 85.864572 88.004698 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 87.565755 84.542794 \n",
       "L 87.46919 84.714795 \n",
       "L 87.291624 84.671323 \n",
       "L 87.127411 84.428735 \n",
       "L 87.32827 84.249486 \n",
       "L 87.51205 84.360982 \n",
       "L 87.565755 84.542794 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 87.955047 84.589071 \n",
       "L 87.83116 84.740355 \n",
       "L 87.716318 84.593211 \n",
       "L 87.723905 84.393553 \n",
       "L 87.809199 84.399519 \n",
       "L 87.984209 84.527317 \n",
       "L 87.955047 84.589071 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 61.601116 109.806779 \n",
       "L 61.742859 110.097331 \n",
       "L 61.705106 110.265415 \n",
       "L 61.476266 110.235532 \n",
       "L 61.20106 109.852036 \n",
       "L 60.96897 109.567549 \n",
       "L 61.177722 109.37506 \n",
       "L 61.306982 109.391572 \n",
       "L 61.601116 109.806779 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 57.938681 103.826607 \n",
       "L 58.075788 104.226841 \n",
       "L 58.088286 104.59386 \n",
       "L 57.976795 104.769666 \n",
       "L 57.762223 104.383701 \n",
       "L 57.577027 104.26376 \n",
       "L 57.513608 103.901654 \n",
       "L 57.570753 103.474333 \n",
       "L 57.738506 103.475679 \n",
       "L 57.895187 103.689994 \n",
       "L 57.938681 103.826607 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 59.502543 100.007513 \n",
       "L 59.656761 100.484682 \n",
       "L 59.833275 100.903729 \n",
       "L 59.863529 101.488732 \n",
       "L 59.752096 101.79707 \n",
       "L 60.052361 102.258848 \n",
       "L 60.010052 102.510439 \n",
       "L 59.881867 103.132894 \n",
       "L 59.795196 103.593628 \n",
       "L 59.894043 103.763454 \n",
       "L 59.946139 104.139192 \n",
       "L 59.766357 104.186206 \n",
       "L 59.954654 104.588085 \n",
       "L 59.946586 105.114553 \n",
       "L 59.779499 105.126222 \n",
       "L 59.511255 104.812936 \n",
       "L 59.287355 104.468338 \n",
       "L 59.136038 104.073991 \n",
       "L 58.683372 103.326692 \n",
       "L 59.188122 103.527565 \n",
       "L 59.226297 103.232959 \n",
       "L 59.092387 102.866849 \n",
       "L 59.168036 102.599521 \n",
       "L 59.434501 102.314264 \n",
       "L 59.268254 102.022304 \n",
       "L 59.191894 101.449705 \n",
       "L 59.24069 101.233627 \n",
       "L 59.023998 100.492106 \n",
       "L 59.058175 100.255502 \n",
       "L 59.289025 100.395738 \n",
       "L 59.098547 99.855763 \n",
       "L 58.636396 99.588847 \n",
       "L 58.539033 99.365586 \n",
       "L 58.364046 99.343082 \n",
       "L 58.194527 99.095217 \n",
       "L 58.162134 98.837544 \n",
       "L 58.455154 99.059135 \n",
       "L 58.713828 99.095954 \n",
       "L 58.940099 99.290684 \n",
       "L 59.163641 99.521095 \n",
       "L 59.384917 99.904639 \n",
       "L 59.502543 100.007513 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 79.496145 101.246404 \n",
       "L 79.123428 101.358638 \n",
       "L 78.620402 101.526971 \n",
       "L 78.91258 101.562102 \n",
       "L 78.995831 101.811596 \n",
       "L 78.773532 101.858768 \n",
       "L 78.891899 102.187278 \n",
       "L 79.102401 102.206136 \n",
       "L 79.243461 102.572607 \n",
       "L 78.887409 102.787978 \n",
       "L 79.136472 102.892969 \n",
       "L 78.972943 103.137873 \n",
       "L 78.82618 103.466397 \n",
       "L 78.382352 103.715512 \n",
       "L 78.243361 103.613831 \n",
       "L 78.134821 103.367661 \n",
       "L 78.503999 103.09831 \n",
       "L 78.477745 102.976732 \n",
       "L 77.835492 103.015944 \n",
       "L 77.6905 102.843733 \n",
       "L 78.059877 102.847725 \n",
       "L 77.90309 102.501348 \n",
       "L 77.602901 102.238225 \n",
       "L 77.126928 101.699289 \n",
       "L 77.210061 101.548561 \n",
       "L 77.506393 101.588449 \n",
       "L 77.510391 101.371134 \n",
       "L 77.958078 101.372652 \n",
       "L 78.841346 101.042899 \n",
       "L 79.21248 100.981456 \n",
       "L 79.552742 101.060172 \n",
       "L 79.646864 101.187989 \n",
       "L 79.496145 101.246404 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 81.248428 90.515534 \n",
       "L 81.168276 90.821319 \n",
       "L 81.114834 91.135266 \n",
       "L 80.884161 91.257275 \n",
       "L 80.993726 91.401797 \n",
       "L 80.898846 91.632679 \n",
       "L 80.653784 91.506012 \n",
       "L 80.625969 91.106105 \n",
       "L 80.802642 90.887985 \n",
       "L 80.444376 90.77263 \n",
       "L 80.057534 90.545081 \n",
       "L 80.329418 90.357784 \n",
       "L 80.172165 90.063829 \n",
       "L 80.495776 90.174808 \n",
       "L 80.912281 90.060879 \n",
       "L 81.41196 89.966864 \n",
       "L 81.425618 90.135651 \n",
       "L 81.214022 90.2592 \n",
       "L 81.334546 90.339204 \n",
       "L 81.248428 90.515534 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 85.350416 89.855875 \n",
       "L 85.623662 89.901637 \n",
       "L 85.542593 90.369636 \n",
       "L 85.42266 90.710327 \n",
       "L 85.219882 90.851491 \n",
       "L 85.497884 91.074639 \n",
       "L 85.291003 91.422852 \n",
       "L 85.348486 91.918577 \n",
       "L 85.254844 92.181494 \n",
       "L 84.933269 92.631966 \n",
       "L 84.511434 92.478295 \n",
       "L 84.490245 93.080082 \n",
       "L 84.589389 93.417392 \n",
       "L 84.376131 93.970111 \n",
       "L 84.562617 94.257176 \n",
       "L 84.221516 94.451357 \n",
       "L 83.474901 94.540545 \n",
       "L 83.488264 94.173408 \n",
       "L 83.704681 93.575832 \n",
       "L 83.483601 93.381874 \n",
       "L 83.20826 93.53737 \n",
       "L 83.084551 93.917052 \n",
       "L 83.066107 94.320674 \n",
       "L 83.007553 94.485389 \n",
       "L 82.671044 94.936958 \n",
       "L 82.307511 95.106767 \n",
       "L 82.238599 94.766438 \n",
       "L 82.243687 94.01272 \n",
       "L 82.053131 94.564941 \n",
       "L 81.937747 94.969079 \n",
       "L 81.808577 95.114658 \n",
       "L 81.59011 94.424675 \n",
       "L 81.562364 93.801198 \n",
       "L 81.632242 93.407569 \n",
       "L 81.808041 93.400283 \n",
       "L 81.866166 92.948703 \n",
       "L 81.927713 92.51866 \n",
       "L 81.790571 92.598717 \n",
       "L 81.39438 92.032258 \n",
       "L 81.474892 91.769905 \n",
       "L 81.904518 91.729903 \n",
       "L 82.109515 92.108517 \n",
       "L 82.397457 92.486974 \n",
       "L 82.530783 92.324542 \n",
       "L 82.807819 92.257173 \n",
       "L 83.413166 92.22989 \n",
       "L 83.593918 92.055305 \n",
       "L 83.716944 91.890196 \n",
       "L 83.79618 91.484473 \n",
       "L 83.770825 91.035282 \n",
       "L 83.954552 91.083497 \n",
       "L 84.167542 90.740519 \n",
       "L 84.12021 90.574252 \n",
       "L 84.225917 90.355722 \n",
       "L 84.033132 90.333564 \n",
       "L 83.824139 90.044456 \n",
       "L 83.678062 89.348654 \n",
       "L 83.698003 88.914558 \n",
       "L 83.683943 88.597871 \n",
       "L 83.827176 88.392167 \n",
       "L 84.12832 88.500047 \n",
       "L 84.05593 88.253121 \n",
       "L 84.589254 88.040199 \n",
       "L 85.113241 88.021908 \n",
       "L 85.385431 88.114211 \n",
       "L 85.662079 88.459144 \n",
       "L 85.274164 88.468952 \n",
       "L 84.983815 88.71133 \n",
       "L 85.467535 88.698361 \n",
       "L 85.836583 88.993521 \n",
       "L 85.407078 89.486342 \n",
       "L 85.057755 89.614057 \n",
       "L 85.350416 89.855875 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 85.464367 87.087542 \n",
       "L 85.520135 87.410626 \n",
       "L 85.463467 87.738637 \n",
       "L 84.909184 87.636377 \n",
       "L 84.753644 87.469363 \n",
       "L 84.299388 87.386026 \n",
       "L 84.278178 87.187135 \n",
       "L 84.745584 86.984356 \n",
       "L 85.024084 86.932099 \n",
       "L 85.278931 86.96665 \n",
       "L 85.464367 87.087542 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 84.494814 86.276216 \n",
       "L 84.842189 86.049299 \n",
       "L 85.140044 86.205094 \n",
       "L 85.047411 86.411109 \n",
       "L 85.164987 86.682189 \n",
       "L 85.009132 86.752591 \n",
       "L 84.713576 86.647969 \n",
       "L 84.517266 86.941551 \n",
       "L 84.011025 87.004796 \n",
       "L 83.745747 86.752863 \n",
       "L 83.7657 86.573986 \n",
       "L 83.961478 86.421439 \n",
       "L 84.329345 85.946392 \n",
       "L 84.525441 85.926714 \n",
       "L 84.494814 86.276216 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 86.204748 84.994603 \n",
       "L 86.305816 85.117994 \n",
       "L 86.286801 85.266902 \n",
       "L 86.003454 85.306798 \n",
       "L 85.72469 85.230391 \n",
       "L 85.625309 84.72348 \n",
       "L 85.385148 84.332275 \n",
       "L 85.384747 84.096753 \n",
       "L 85.573403 84.089582 \n",
       "L 85.812481 84.414125 \n",
       "L 85.790382 83.739037 \n",
       "L 85.91655 83.544364 \n",
       "L 86.459106 83.803052 \n",
       "L 86.609656 83.94825 \n",
       "L 86.385978 84.323472 \n",
       "L 86.032437 84.564271 \n",
       "L 85.985997 84.817678 \n",
       "L 86.545122 84.619115 \n",
       "L 86.757614 84.745867 \n",
       "L 86.690045 84.885309 \n",
       "L 86.411467 84.93543 \n",
       "L 86.204748 84.994603 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 86.547954 82.89669 \n",
       "L 86.935877 83.206076 \n",
       "L 87.271051 83.531832 \n",
       "L 87.236995 83.725623 \n",
       "L 87.304234 83.909185 \n",
       "L 86.854424 83.845266 \n",
       "L 86.663099 83.719769 \n",
       "L 86.650083 83.589432 \n",
       "L 86.438687 83.298674 \n",
       "L 86.3881 83.060778 \n",
       "L 86.547954 82.89669 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 85.562274 82.905936 \n",
       "L 85.407462 83.104348 \n",
       "L 85.32041 83.495118 \n",
       "L 85.137965 83.628467 \n",
       "L 84.881425 83.776449 \n",
       "L 84.7587 83.557578 \n",
       "L 84.414295 83.099594 \n",
       "L 84.055782 82.826438 \n",
       "L 83.812927 82.786456 \n",
       "L 83.633202 82.266749 \n",
       "L 83.894138 82.223047 \n",
       "L 84.276885 81.889495 \n",
       "L 84.491865 82.018984 \n",
       "L 84.868512 82.228388 \n",
       "L 85.203566 82.44877 \n",
       "L 85.580232 82.374997 \n",
       "L 85.562274 82.905936 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 83.644753 71.165207 \n",
       "L 83.454071 71.272692 \n",
       "L 83.293651 71.137258 \n",
       "L 83.359872 70.961809 \n",
       "L 83.560663 70.917536 \n",
       "L 83.781581 70.919113 \n",
       "L 83.644753 71.165207 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 80.203319 73.00085 \n",
       "L 80.060014 73.132588 \n",
       "L 79.851759 73.132495 \n",
       "L 79.793789 72.775956 \n",
       "L 79.806998 72.415503 \n",
       "L 80.010423 72.381147 \n",
       "L 80.238604 72.501695 \n",
       "L 80.230103 72.828164 \n",
       "L 80.203319 73.00085 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 75.414394 77.466223 \n",
       "L 75.354736 77.769289 \n",
       "L 74.8027 77.477626 \n",
       "L 74.296192 77.60983 \n",
       "L 74.339425 77.483988 \n",
       "L 74.639614 77.37553 \n",
       "L 74.91591 77.343939 \n",
       "L 75.130559 77.246541 \n",
       "L 75.375356 77.272157 \n",
       "L 75.531515 77.349388 \n",
       "L 75.414394 77.466223 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 72.586516 79.174828 \n",
       "L 72.29388 79.28512 \n",
       "L 71.99544 79.583202 \n",
       "L 71.668477 79.665421 \n",
       "L 71.632292 79.47066 \n",
       "L 72.008672 78.947076 \n",
       "L 72.223075 78.888941 \n",
       "L 72.487449 78.627427 \n",
       "L 72.654291 78.605619 \n",
       "L 72.844617 78.282221 \n",
       "L 73.167118 78.234229 \n",
       "L 73.280286 78.297702 \n",
       "L 73.068471 78.615594 \n",
       "L 72.933916 78.800368 \n",
       "L 72.797669 79.103607 \n",
       "L 72.586516 79.174828 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 85.859984 71.725148 \n",
       "L 85.678181 71.734949 \n",
       "L 85.594668 71.872882 \n",
       "L 85.351196 71.884754 \n",
       "L 85.117767 71.984231 \n",
       "L 85.094919 71.925737 \n",
       "L 85.16468 71.717242 \n",
       "L 85.38535 71.690483 \n",
       "L 85.520174 71.709321 \n",
       "L 85.67033 71.550991 \n",
       "L 85.745824 71.553394 \n",
       "L 85.859984 71.725148 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 88.264821 85.211216 \n",
       "L 88.198177 85.43833 \n",
       "L 88.011854 85.771187 \n",
       "L 87.740701 85.898351 \n",
       "L 87.500746 85.980028 \n",
       "L 87.540429 85.770371 \n",
       "L 87.711809 85.549895 \n",
       "L 87.713312 85.28026 \n",
       "L 87.898814 85.383113 \n",
       "L 88.034139 85.232563 \n",
       "L 88.264821 85.211216 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 111.673979 112.82064 \n",
       "L 111.972592 112.659884 \n",
       "L 112.254375 112.295911 \n",
       "L 112.104735 112.668555 \n",
       "L 112.225047 112.777662 \n",
       "L 111.918471 113.224097 \n",
       "L 111.677864 113.272047 \n",
       "L 111.468598 113.12187 \n",
       "L 111.682597 112.975517 \n",
       "L 111.673979 112.82064 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 108.891641 114.264816 \n",
       "L 108.906002 114.444719 \n",
       "L 108.296681 114.757023 \n",
       "L 108.264667 114.666961 \n",
       "L 107.687913 114.777458 \n",
       "L 107.679008 114.517441 \n",
       "L 107.989434 114.602717 \n",
       "L 108.315723 114.43308 \n",
       "L 108.654178 114.334081 \n",
       "L 108.68343 114.430937 \n",
       "L 108.891641 114.264816 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 142.019698 133.810539 \n",
       "L 142.506203 133.94391 \n",
       "L 143.150625 134.263828 \n",
       "L 144.134541 135.057299 \n",
       "L 144.669069 135.230424 \n",
       "L 144.951312 135.670589 \n",
       "L 145.038756 136.026184 \n",
       "L 144.350022 135.81295 \n",
       "L 144.42695 136.176547 \n",
       "L 145.122295 136.622766 \n",
       "L 145.374149 137.023998 \n",
       "L 145.337084 137.40901 \n",
       "L 145.934459 138.143882 \n",
       "L 146.528438 139.405511 \n",
       "L 147.220699 140.961114 \n",
       "L 148.246345 143.13571 \n",
       "L 149.081372 144.740128 \n",
       "L 149.67573 146.224767 \n",
       "L 149.143735 147.098194 \n",
       "L 148.703534 148.206191 \n",
       "L 147.951186 148.384939 \n",
       "L 146.912801 148.614676 \n",
       "L 146.22508 148.277845 \n",
       "L 145.455134 147.429981 \n",
       "L 144.511017 146.890974 \n",
       "L 143.878478 146.251652 \n",
       "L 143.496199 145.432969 \n",
       "L 143.773552 144.947222 \n",
       "L 143.526899 144.632188 \n",
       "L 143.379199 143.597056 \n",
       "L 142.98827 142.955332 \n",
       "L 142.44787 142.688267 \n",
       "L 141.837732 142.254397 \n",
       "L 141.12549 141.498551 \n",
       "L 141.026847 140.784689 \n",
       "L 140.701014 140.157245 \n",
       "L 141.078457 139.798261 \n",
       "L 141.383986 139.257449 \n",
       "L 141.552782 138.861218 \n",
       "L 141.890148 138.5558 \n",
       "L 141.937234 137.71042 \n",
       "L 142.138402 136.666155 \n",
       "L 142.014281 136.071381 \n",
       "L 141.616605 135.833141 \n",
       "L 142.016569 135.640103 \n",
       "L 141.941752 134.741411 \n",
       "L 141.541738 134.280211 \n",
       "L 141.474916 133.729451 \n",
       "L 142.019698 133.810539 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 139.638113 29.00911 \n",
       "L 139.503354 28.115678 \n",
       "L 139.864442 28.21312 \n",
       "L 139.847111 28.804524 \n",
       "L 139.638113 29.00911 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 139.833936 29.469168 \n",
       "L 139.765612 29.792521 \n",
       "L 139.276079 30.44049 \n",
       "L 139.094749 29.883304 \n",
       "L 139.493915 29.10383 \n",
       "L 139.629267 29.381402 \n",
       "L 139.833936 29.469168 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 152.415174 59.356099 \n",
       "L 151.828002 59.716156 \n",
       "L 151.468138 59.70397 \n",
       "L 151.116025 59.659169 \n",
       "L 151.26968 59.366532 \n",
       "L 151.660263 59.189489 \n",
       "L 152.415174 59.356099 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 144.543455 25.3666 \n",
       "L 144.295913 24.199818 \n",
       "L 144.182301 23.389473 \n",
       "L 144.70782 23.426299 \n",
       "L 144.990302 24.081204 \n",
       "L 145.271603 25.024054 \n",
       "L 145.41927 25.984027 \n",
       "L 145.436995 27.106431 \n",
       "L 145.291855 27.51068 \n",
       "L 144.941075 27.187993 \n",
       "L 144.725465 26.479652 \n",
       "L 144.607153 25.854075 \n",
       "L 144.543455 25.3666 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 141.382221 47.060422 \n",
       "L 141.384604 46.629522 \n",
       "L 141.665188 46.256813 \n",
       "L 142.021052 46.31635 \n",
       "L 141.72845 46.774581 \n",
       "L 141.597987 47.144738 \n",
       "L 141.6263 47.627211 \n",
       "L 141.647305 48.238329 \n",
       "L 141.832911 48.878637 \n",
       "L 141.524869 48.819691 \n",
       "L 141.425435 48.31112 \n",
       "L 141.389671 47.966642 \n",
       "L 141.321926 47.557148 \n",
       "L 141.382221 47.060422 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 143.615762 46.759473 \n",
       "L 144.090537 47.007586 \n",
       "L 144.540173 47.241298 \n",
       "L 144.829722 47.621071 \n",
       "L 145.061618 48.366618 \n",
       "L 145.161877 48.926048 \n",
       "L 144.895039 49.029403 \n",
       "L 144.525832 48.311728 \n",
       "L 144.176648 47.966114 \n",
       "L 143.757121 48.11907 \n",
       "L 143.66264 48.032064 \n",
       "L 143.983839 47.675791 \n",
       "L 143.618684 47.317894 \n",
       "L 143.225064 47.310181 \n",
       "L 142.671788 47.122857 \n",
       "L 142.329232 47.521934 \n",
       "L 141.987945 47.127137 \n",
       "L 141.987275 46.899987 \n",
       "L 142.375146 46.603787 \n",
       "L 142.982501 46.490597 \n",
       "L 143.331912 46.806487 \n",
       "L 143.615762 46.759473 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 139.944214 36.513479 \n",
       "L 139.971112 36.085136 \n",
       "L 140.462556 36.542572 \n",
       "L 140.3219 37.228726 \n",
       "L 140.062789 36.669427 \n",
       "L 139.944214 36.513479 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 139.675724 37.422862 \n",
       "L 139.900187 37.389849 \n",
       "L 139.843469 38.468956 \n",
       "L 139.596471 39.009739 \n",
       "L 139.368113 38.792987 \n",
       "L 139.639926 38.013964 \n",
       "L 139.675724 37.422862 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 140.426314 37.766111 \n",
       "L 140.708553 38.005156 \n",
       "L 141.058677 38.478541 \n",
       "L 141.096981 38.722591 \n",
       "L 140.789484 38.9518 \n",
       "L 140.448416 38.41249 \n",
       "L 140.365112 38.055579 \n",
       "L 140.426314 37.766111 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 140.026078 39.814739 \n",
       "L 140.077767 39.451119 \n",
       "L 140.181033 39.288656 \n",
       "L 140.420013 40.080577 \n",
       "L 140.539331 40.67345 \n",
       "L 140.560793 41.134064 \n",
       "L 140.398706 41.102662 \n",
       "L 140.260336 40.64817 \n",
       "L 140.026078 39.814739 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 140.972877 42.091954 \n",
       "L 140.939206 41.622818 \n",
       "L 141.102686 41.717919 \n",
       "L 141.224897 42.151593 \n",
       "L 141.205167 42.680522 \n",
       "L 141.062491 42.749758 \n",
       "L 140.972877 42.091954 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 141.295279 44.69163 \n",
       "L 141.268008 44.356291 \n",
       "L 141.402111 43.653751 \n",
       "L 141.343146 43.132798 \n",
       "L 141.616476 43.054075 \n",
       "L 141.854784 43.180394 \n",
       "L 141.856837 43.705457 \n",
       "L 141.689203 44.380209 \n",
       "L 141.305112 44.972859 \n",
       "L 141.160038 44.937716 \n",
       "L 141.295279 44.69163 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 183.752646 72.244123 \n",
       "L 182.979282 72.303516 \n",
       "L 182.105543 72.940763 \n",
       "L 181.688578 73.030641 \n",
       "L 181.196389 73.660755 \n",
       "L 180.118911 73.95753 \n",
       "L 179.118267 74.792682 \n",
       "L 178.560678 75.029579 \n",
       "L 179.081484 74.425448 \n",
       "L 177.8831 74.985462 \n",
       "L 178.196605 74.341739 \n",
       "L 178.671177 73.917115 \n",
       "L 177.986312 74.027442 \n",
       "L 176.269247 75.234963 \n",
       "L 175.512537 75.19667 \n",
       "L 175.171078 74.996554 \n",
       "L 174.522292 74.917305 \n",
       "L 173.811643 75.130225 \n",
       "L 172.872019 74.77382 \n",
       "L 173.792408 74.566524 \n",
       "L 172.886363 74.200957 \n",
       "L 172.351626 73.347007 \n",
       "L 171.758434 72.882318 \n",
       "L 171.186634 72.107937 \n",
       "L 171.008791 71.623453 \n",
       "L 171.100101 71.295103 \n",
       "L 170.503793 70.512386 \n",
       "L 170.245426 69.876741 \n",
       "L 169.958809 69.763141 \n",
       "L 169.794993 69.498196 \n",
       "L 169.695986 68.895288 \n",
       "L 169.108719 67.839816 \n",
       "L 168.469926 67.378429 \n",
       "L 167.807374 67.253164 \n",
       "L 167.094574 66.778294 \n",
       "L 166.052566 66.964247 \n",
       "L 164.963515 66.486232 \n",
       "L 165.765371 65.812151 \n",
       "L 165.433086 65.436757 \n",
       "L 165.031843 65.935962 \n",
       "L 164.435643 65.760057 \n",
       "L 164.537547 65.253668 \n",
       "L 163.713046 65.358052 \n",
       "L 163.052504 64.965071 \n",
       "L 162.582527 64.847824 \n",
       "L 162.262906 64.410387 \n",
       "L 161.978784 64.481028 \n",
       "L 161.963139 64.020149 \n",
       "L 161.707643 64.081786 \n",
       "L 161.147927 63.285353 \n",
       "L 161.363185 62.427144 \n",
       "L 161.766469 61.690374 \n",
       "L 161.428523 60.441416 \n",
       "L 160.961096 60.844391 \n",
       "L 160.011637 60.682372 \n",
       "L 159.600272 60.356322 \n",
       "L 159.416909 60.592778 \n",
       "L 158.721219 60.399657 \n",
       "L 158.172725 59.97542 \n",
       "L 158.095735 59.46503 \n",
       "L 157.605414 58.775942 \n",
       "L 157.142662 58.990161 \n",
       "L 157.11413 59.771203 \n",
       "L 156.785274 59.350258 \n",
       "L 156.760481 58.665061 \n",
       "L 156.928153 58.029391 \n",
       "L 156.82634 57.174031 \n",
       "L 156.618455 56.961898 \n",
       "L 156.642288 56.281583 \n",
       "L 156.13773 55.887619 \n",
       "L 156.056219 55.518879 \n",
       "L 155.783298 55.397629 \n",
       "L 156.027915 54.774628 \n",
       "L 156.629888 54.769269 \n",
       "L 157.166409 54.926373 \n",
       "L 157.346546 55.219967 \n",
       "L 157.666752 54.936775 \n",
       "L 158.882598 55.083336 \n",
       "L 159.121037 54.88993 \n",
       "L 159.297934 53.898841 \n",
       "L 159.253581 53.032121 \n",
       "L 159.431679 51.154832 \n",
       "L 159.420453 50.535453 \n",
       "L 159.644981 50.231078 \n",
       "L 159.486089 49.159256 \n",
       "L 158.80813 48.736306 \n",
       "L 156.193979 49.259215 \n",
       "L 155.825912 49.639961 \n",
       "L 155.52616 49.731196 \n",
       "L 155.07264 50.132559 \n",
       "L 154.340385 50.410914 \n",
       "L 154.066112 50.352262 \n",
       "L 153.853632 50.656174 \n",
       "L 152.712642 50.843506 \n",
       "L 152.458966 50.966809 \n",
       "L 151.960583 50.849842 \n",
       "L 152.229037 50.368791 \n",
       "L 152.723667 49.987068 \n",
       "L 152.698946 49.716802 \n",
       "L 153.034967 49.459926 \n",
       "L 153.282091 48.883774 \n",
       "L 154.068159 48.344701 \n",
       "L 154.565604 47.600802 \n",
       "L 153.882672 47.266186 \n",
       "L 154.070826 46.743211 \n",
       "L 154.145346 46.10782 \n",
       "L 154.596517 45.9351 \n",
       "L 155.609022 44.804356 \n",
       "L 155.572409 44.509541 \n",
       "L 156.196604 43.738459 \n",
       "L 156.737879 43.495594 \n",
       "L 157.179751 42.770063 \n",
       "L 156.998265 41.454461 \n",
       "L 156.971634 39.596156 \n",
       "L 157.289997 39.542275 \n",
       "L 157.511321 38.578327 \n",
       "L 158.302173 37.427597 \n",
       "L 157.809145 37.229622 \n",
       "L 157.949622 36.533388 \n",
       "L 157.626193 36.429846 \n",
       "L 158.550048 35.450348 \n",
       "L 158.913217 32.174131 \n",
       "L 159.520881 31.221026 \n",
       "L 160.095473 30.695621 \n",
       "L 160.806144 30.208598 \n",
       "L 161.336162 28.979023 \n",
       "L 162.355413 28.205675 \n",
       "L 163.747353 27.586229 \n",
       "L 163.747353 27.586229 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 143.118242 101.703885 \n",
       "L 143.810423 102.071362 \n",
       "L 143.904077 102.438744 \n",
       "L 143.836477 103.109566 \n",
       "L 143.151452 103.225548 \n",
       "L 142.112982 102.958188 \n",
       "L 141.131827 102.227047 \n",
       "L 141.681728 101.909674 \n",
       "L 142.278428 101.773936 \n",
       "L 143.118242 101.703885 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 150.679533 64.664296 \n",
       "L 150.581497 63.69525 \n",
       "L 151.083536 63.163712 \n",
       "L 151.012496 63.973087 \n",
       "L 151.194961 64.672746 \n",
       "L 151.412951 65.111059 \n",
       "L 151.580528 65.683723 \n",
       "L 151.067795 65.645654 \n",
       "L 150.679533 64.664296 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 152.187515 66.41312 \n",
       "L 152.218712 67.03099 \n",
       "L 151.914873 67.302129 \n",
       "L 151.610797 66.487978 \n",
       "L 151.813378 66.195884 \n",
       "L 152.187515 66.41312 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 147.214553 67.154038 \n",
       "L 147.607618 66.958192 \n",
       "L 147.517874 66.48881 \n",
       "L 147.801985 66.307941 \n",
       "L 148.4841 66.11031 \n",
       "L 148.548094 66.53376 \n",
       "L 149.059686 66.488761 \n",
       "L 149.35969 66.024339 \n",
       "L 149.530179 66.210857 \n",
       "L 149.14329 66.696236 \n",
       "L 148.233543 67.258702 \n",
       "L 147.574086 67.310479 \n",
       "L 147.214553 67.154038 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 149.37446 70.689099 \n",
       "L 149.097055 69.800786 \n",
       "L 148.314857 69.199725 \n",
       "L 148.4464 69.014472 \n",
       "L 149.399009 69.411546 \n",
       "L 149.71602 69.958951 \n",
       "L 149.765191 70.758255 \n",
       "L 150.13079 72.066037 \n",
       "L 150.403634 72.734769 \n",
       "L 151.035721 72.71523 \n",
       "L 151.592807 71.826824 \n",
       "L 151.121494 71.475887 \n",
       "L 150.465463 70.048239 \n",
       "L 150.852156 70.014609 \n",
       "L 150.828362 70.39581 \n",
       "L 151.392376 70.624005 \n",
       "L 151.886905 71.263216 \n",
       "L 152.751259 70.21858 \n",
       "L 153.077037 70.297803 \n",
       "L 153.8543 69.286812 \n",
       "L 154.418064 69.143908 \n",
       "L 154.792372 69.535597 \n",
       "L 154.574899 69.950568 \n",
       "L 153.768682 69.718483 \n",
       "L 154.310063 70.469625 \n",
       "L 154.124757 70.739491 \n",
       "L 153.769262 70.709023 \n",
       "L 153.417888 71.43548 \n",
       "L 152.588235 71.563232 \n",
       "L 152.968073 72.060392 \n",
       "L 153.935651 71.769159 \n",
       "L 155.159603 71.457528 \n",
       "L 155.407577 71.980573 \n",
       "L 155.230397 72.408373 \n",
       "L 154.382164 72.329183 \n",
       "L 153.588054 72.634849 \n",
       "L 153.655471 72.991216 \n",
       "L 153.131189 73.368934 \n",
       "L 152.515593 73.135482 \n",
       "L 151.837398 73.153546 \n",
       "L 150.532145 73.005341 \n",
       "L 150.167499 72.909659 \n",
       "L 149.430702 72.371442 \n",
       "L 149.516468 71.704248 \n",
       "L 149.37446 70.689099 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 159.477443 70.618671 \n",
       "L 159.079698 71.98962 \n",
       "L 158.715756 71.168702 \n",
       "L 158.893164 70.622372 \n",
       "L 159.104253 70.234749 \n",
       "L 159.371048 70.231863 \n",
       "L 159.477443 70.618671 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 157.655783 70.028629 \n",
       "L 157.439767 69.445196 \n",
       "L 156.901984 68.726959 \n",
       "L 157.439785 68.726352 \n",
       "L 158.038556 70.020889 \n",
       "L 158.200359 71.257475 \n",
       "L 157.864955 71.333612 \n",
       "L 157.514752 70.658114 \n",
       "L 157.655783 70.028629 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 158.097559 72.857109 \n",
       "L 157.91222 72.310493 \n",
       "L 158.257445 72.005406 \n",
       "L 158.650998 73.026951 \n",
       "L 158.892089 73.641294 \n",
       "L 158.97032 74.138318 \n",
       "L 158.381262 73.914472 \n",
       "L 158.284786 73.41497 \n",
       "L 157.914669 73.231045 \n",
       "L 158.097559 72.857109 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 157.37735 81.925074 \n",
       "L 157.694364 81.786537 \n",
       "L 157.676766 80.049102 \n",
       "L 157.287363 79.879851 \n",
       "L 157.566885 78.169033 \n",
       "L 158.122765 77.774072 \n",
       "L 158.121136 76.387699 \n",
       "L 158.507772 75.188661 \n",
       "L 159.014029 76.186704 \n",
       "L 158.768392 77.248307 \n",
       "L 158.88804 78.078671 \n",
       "L 158.91355 79.041858 \n",
       "L 158.81909 79.918092 \n",
       "L 158.53814 81.006483 \n",
       "L 158.483499 81.683857 \n",
       "L 158.616881 82.05967 \n",
       "L 158.286945 83.74006 \n",
       "L 157.895097 83.903983 \n",
       "L 157.834196 84.734087 \n",
       "L 156.965599 84.121745 \n",
       "L 156.997304 83.03642 \n",
       "L 157.3246 82.300937 \n",
       "L 157.37735 81.925074 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 152.804705 85.566727 \n",
       "L 153.390318 85.432233 \n",
       "L 153.864477 85.142143 \n",
       "L 153.940093 84.519201 \n",
       "L 154.47725 84.099855 \n",
       "L 155.557244 84.306481 \n",
       "L 156.92839 84.331076 \n",
       "L 156.946473 85.319846 \n",
       "L 156.189943 86.056151 \n",
       "L 155.437075 87.159612 \n",
       "L 154.894342 87.50807 \n",
       "L 154.161157 88.121156 \n",
       "L 153.499729 88.503241 \n",
       "L 152.287696 89.055336 \n",
       "L 151.545459 89.718811 \n",
       "L 150.828482 89.893134 \n",
       "L 150.176542 90.127831 \n",
       "L 149.603943 90.787673 \n",
       "L 148.888196 91.118137 \n",
       "L 148.38255 91.644748 \n",
       "L 147.431748 92.321791 \n",
       "L 147.038201 92.331309 \n",
       "L 147.137417 91.853551 \n",
       "L 147.430551 90.708404 \n",
       "L 148.249059 90.117454 \n",
       "L 148.829709 89.572304 \n",
       "L 149.190539 89.171888 \n",
       "L 150.092702 88.490878 \n",
       "L 150.154348 87.685264 \n",
       "L 150.73292 87.040727 \n",
       "L 151.426188 86.5987 \n",
       "L 151.815419 85.988045 \n",
       "L 152.479174 86.334268 \n",
       "L 152.778458 85.865329 \n",
       "L 152.804705 85.566727 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 141.150148 74.32858 \n",
       "L 140.711338 74.78188 \n",
       "L 140.607101 74.215336 \n",
       "L 140.795093 73.929784 \n",
       "L 141.422681 73.964713 \n",
       "L 141.150148 74.32858 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 142.731991 72.690633 \n",
       "L 142.492912 72.569756 \n",
       "L 142.044981 72.60762 \n",
       "L 141.90493 72.246806 \n",
       "L 142.397874 72.230015 \n",
       "L 141.597636 71.913778 \n",
       "L 142.269509 71.794331 \n",
       "L 142.56452 71.975809 \n",
       "L 143.062769 72.071015 \n",
       "L 143.328316 72.232855 \n",
       "L 142.954868 72.784206 \n",
       "L 142.731991 72.690633 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 143.071651 69.769194 \n",
       "L 143.514307 69.550164 \n",
       "L 143.896707 69.382137 \n",
       "L 144.62525 69.415615 \n",
       "L 143.979283 69.90153 \n",
       "L 144.441535 70.121437 \n",
       "L 144.901077 69.732421 \n",
       "L 145.303045 69.835303 \n",
       "L 145.131219 70.807684 \n",
       "L 144.665859 71.156282 \n",
       "L 144.264373 71.035651 \n",
       "L 144.052538 71.576945 \n",
       "L 144.408677 71.718559 \n",
       "L 144.469915 72.059992 \n",
       "L 145.007163 72.485666 \n",
       "L 144.8253 72.65709 \n",
       "L 144.150934 72.5299 \n",
       "L 143.83623 72.138455 \n",
       "L 143.467961 71.828954 \n",
       "L 143.719385 71.494468 \n",
       "L 143.375948 71.019358 \n",
       "L 143.030664 70.997504 \n",
       "L 142.867044 70.516628 \n",
       "L 142.343869 70.71962 \n",
       "L 142.500389 70.066741 \n",
       "L 142.831012 69.898876 \n",
       "L 143.071651 69.769194 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 138.547485 82.182277 \n",
       "L 138.372252 82.703897 \n",
       "L 137.811918 82.749148 \n",
       "L 137.502454 82.463476 \n",
       "L 137.279244 81.812013 \n",
       "L 137.268063 81.462935 \n",
       "L 137.503175 81.307148 \n",
       "L 137.809796 81.552598 \n",
       "L 138.196573 81.666772 \n",
       "L 138.547485 82.182277 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 133.54462 75.537632 \n",
       "L 134.602451 75.638297 \n",
       "L 135.165186 75.76471 \n",
       "L 134.711772 76.18331 \n",
       "L 134.270766 76.348129 \n",
       "L 133.599018 76.155098 \n",
       "L 133.039226 75.824549 \n",
       "L 133.157442 75.532529 \n",
       "L 133.54462 75.537632 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 121.724696 69.485462 \n",
       "L 122.4249 69.551257 \n",
       "L 122.931387 69.251203 \n",
       "L 123.414308 69.174363 \n",
       "L 123.624622 68.961341 \n",
       "L 124.099014 68.973873 \n",
       "L 124.629719 69.374536 \n",
       "L 125.048376 70.101954 \n",
       "L 125.947254 70.42566 \n",
       "L 125.88394 70.81627 \n",
       "L 125.49861 71.01783 \n",
       "L 125.956768 71.723772 \n",
       "L 126.431464 72.140972 \n",
       "L 126.653964 72.66129 \n",
       "L 126.867748 72.043222 \n",
       "L 127.918438 71.974461 \n",
       "L 128.270304 72.187294 \n",
       "L 128.143703 72.498641 \n",
       "L 127.603605 72.5742 \n",
       "L 127.555397 72.928115 \n",
       "L 127.248484 73.255092 \n",
       "L 126.918031 72.887272 \n",
       "L 126.485157 72.783515 \n",
       "L 126.027639 72.448801 \n",
       "L 125.529305 72.280276 \n",
       "L 124.996108 71.494857 \n",
       "L 124.891041 70.990953 \n",
       "L 123.761745 71.002037 \n",
       "L 123.869611 70.607452 \n",
       "L 123.054895 70.280338 \n",
       "L 122.739017 70.160962 \n",
       "L 121.997598 70.252727 \n",
       "L 121.479103 70.625652 \n",
       "L 121.081654 70.641962 \n",
       "L 120.7696 70.304183 \n",
       "L 121.324033 69.708186 \n",
       "L 121.724696 69.485462 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 118.845352 69.925375 \n",
       "L 118.494307 69.818918 \n",
       "L 118.964136 69.399169 \n",
       "L 119.421309 69.820937 \n",
       "L 120.082616 69.831395 \n",
       "L 120.091056 70.584594 \n",
       "L 120.733257 70.471722 \n",
       "L 120.970291 70.873237 \n",
       "L 120.511669 71.192707 \n",
       "L 120.038837 71.225378 \n",
       "L 119.797173 70.865626 \n",
       "L 119.075967 71.153592 \n",
       "L 118.646299 71.273883 \n",
       "L 118.900547 70.582257 \n",
       "L 118.89712 70.225372 \n",
       "L 118.845352 69.925375 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 100.463833 113.442469 \n",
       "L 100.645042 113.236798 \n",
       "L 100.963385 113.587409 \n",
       "L 101.031077 114.333508 \n",
       "L 100.82844 114.331538 \n",
       "L 100.681726 114.547011 \n",
       "L 100.493837 114.424334 \n",
       "L 100.37326 113.753567 \n",
       "L 100.228791 113.450215 \n",
       "L 100.463833 113.442469 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 100.327365 112.484387 \n",
       "L 100.552967 112.231762 \n",
       "L 100.701857 112.691913 \n",
       "L 100.637657 113.141344 \n",
       "L 100.431153 113.059265 \n",
       "L 100.277416 112.702272 \n",
       "L 100.327365 112.484387 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 100.247619 104.986814 \n",
       "L 100.399978 105.232157 \n",
       "L 100.310196 105.700754 \n",
       "L 99.931109 105.464413 \n",
       "L 99.84655 105.251367 \n",
       "L 100.247619 104.986814 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 95.307743 104.10905 \n",
       "L 95.649813 104.071437 \n",
       "L 95.330264 104.651249 \n",
       "L 95.627781 104.583748 \n",
       "L 95.945404 104.588936 \n",
       "L 95.868395 105.030707 \n",
       "L 95.593986 105.514091 \n",
       "L 95.907754 105.551459 \n",
       "L 96.211679 106.246875 \n",
       "L 96.428732 106.330167 \n",
       "L 96.642623 106.943296 \n",
       "L 96.742826 107.1547 \n",
       "L 97.14502 107.240244 \n",
       "L 97.123183 107.589781 \n",
       "L 96.960203 107.757477 \n",
       "L 97.108696 108.032499 \n",
       "L 96.813119 108.331234 \n",
       "L 96.351727 108.338897 \n",
       "L 95.763538 108.491994 \n",
       "L 95.603222 108.382896 \n",
       "L 95.368779 108.634184 \n",
       "L 95.048171 108.562448 \n",
       "L 94.793785 108.760332 \n",
       "L 94.613282 108.641862 \n",
       "L 95.145119 108.092125 \n",
       "L 95.453041 107.982785 \n",
       "L 94.924183 107.874497 \n",
       "L 94.838915 107.653706 \n",
       "L 95.194351 107.49919 \n",
       "L 95.024138 107.199817 \n",
       "L 95.099934 106.846529 \n",
       "L 95.579864 106.90865 \n",
       "L 95.63186 106.594037 \n",
       "L 95.421336 106.247978 \n",
       "L 95.043908 106.140068 \n",
       "L 94.97602 105.990124 \n",
       "L 95.098497 105.75266 \n",
       "L 95.004223 105.599091 \n",
       "L 94.826732 105.847274 \n",
       "L 94.836545 105.324225 \n",
       "L 94.701525 105.03948 \n",
       "L 94.840287 104.485929 \n",
       "L 95.083784 104.057506 \n",
       "L 95.307743 104.10905 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 93.197885 99.555927 \n",
       "L 93.081971 99.896347 \n",
       "L 93.269016 100.310404 \n",
       "L 92.895543 100.667141 \n",
       "L 92.141866 100.889456 \n",
       "L 91.914936 100.937 \n",
       "L 91.625299 100.77891 \n",
       "L 91.027488 100.424618 \n",
       "L 91.322411 100.262043 \n",
       "L 90.916225 99.853238 \n",
       "L 91.339417 99.876565 \n",
       "L 91.3769 99.719634 \n",
       "L 90.961209 99.451711 \n",
       "L 91.2181 99.159999 \n",
       "L 91.561858 99.18315 \n",
       "L 91.791345 99.638443 \n",
       "L 92.19673 99.436818 \n",
       "L 92.431606 99.654534 \n",
       "L 92.847974 99.446921 \n",
       "L 93.197885 99.555927 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 114.655984 73.292809 \n",
       "L 115.04256 72.921853 \n",
       "L 115.502062 72.646809 \n",
       "L 115.893935 72.236198 \n",
       "L 116.518605 71.416659 \n",
       "L 116.649729 71.960838 \n",
       "L 117.441206 71.737407 \n",
       "L 117.730209 71.132956 \n",
       "L 118.062177 70.937798 \n",
       "L 117.930837 71.357046 \n",
       "L 118.424853 71.350091 \n",
       "L 118.063544 71.64708 \n",
       "L 117.582084 71.885009 \n",
       "L 117.094899 72.223041 \n",
       "L 116.697342 72.36371 \n",
       "L 116.063113 72.725342 \n",
       "L 115.703987 73.169652 \n",
       "L 115.048592 73.521283 \n",
       "L 114.680813 73.393479 \n",
       "L 114.530912 73.632042 \n",
       "L 114.392765 73.550752 \n",
       "L 114.655984 73.292809 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 143.8409 75.414444 \n",
       "L 144.694833 76.229659 \n",
       "L 144.130441 75.971724 \n",
       "L 143.595858 75.547559 \n",
       "L 143.02609 75.227783 \n",
       "L 142.260356 75.012486 \n",
       "L 142.80104 74.770724 \n",
       "L 143.281867 75.145496 \n",
       "L 143.8409 75.414444 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 137.290658 74.257242 \n",
       "L 137.580534 74.289002 \n",
       "L 137.987567 73.962688 \n",
       "L 138.566938 73.988676 \n",
       "L 138.874761 74.304194 \n",
       "L 139.428318 74.275489 \n",
       "L 139.920702 74.003918 \n",
       "L 139.908865 73.644417 \n",
       "L 139.757428 73.380313 \n",
       "L 139.908014 72.478551 \n",
       "L 140.287101 72.439099 \n",
       "L 140.387891 72.182061 \n",
       "L 140.715674 72.16268 \n",
       "L 140.526969 72.763251 \n",
       "L 140.239799 73.097236 \n",
       "L 140.529109 73.200397 \n",
       "L 140.234104 73.716678 \n",
       "L 140.476372 74.283251 \n",
       "L 140.403357 74.641878 \n",
       "L 140.119339 74.672106 \n",
       "L 139.903288 74.509703 \n",
       "L 139.794014 74.737115 \n",
       "L 140.052757 74.765627 \n",
       "L 139.741437 75.168674 \n",
       "L 139.473831 75.327218 \n",
       "L 138.849112 75.487313 \n",
       "L 139.009111 75.186522 \n",
       "L 137.976557 75.349581 \n",
       "L 137.349269 75.282628 \n",
       "L 137.264201 74.915795 \n",
       "L 137.355514 74.498173 \n",
       "L 137.142833 74.353255 \n",
       "L 137.290658 74.257242 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 141.835751 73.313967 \n",
       "L 141.536101 73.498564 \n",
       "L 141.646256 73.044123 \n",
       "L 141.533948 72.619076 \n",
       "L 141.822716 72.555995 \n",
       "L 142.196499 72.791688 \n",
       "L 142.513792 73.170469 \n",
       "L 142.198445 73.274426 \n",
       "L 141.835751 73.313967 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 140.69283 71.15517 \n",
       "L 141.388548 70.738913 \n",
       "L 141.364043 71.306583 \n",
       "L 141.587958 71.224986 \n",
       "L 141.960232 70.934862 \n",
       "L 142.209482 71.210482 \n",
       "L 141.735691 71.379752 \n",
       "L 141.758822 71.59194 \n",
       "L 141.376538 71.814681 \n",
       "L 141.317202 71.40779 \n",
       "L 141.063701 71.491844 \n",
       "L 140.666383 72.042643 \n",
       "L 140.497616 71.410684 \n",
       "L 140.69283 71.15517 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 51.944678 107.005554 \n",
       "L 52.093405 107.348212 \n",
       "L 52.792494 107.591124 \n",
       "L 52.998607 107.814344 \n",
       "L 53.212237 107.707713 \n",
       "L 53.806984 107.535118 \n",
       "L 54.28851 107.728712 \n",
       "L 54.513669 108.105246 \n",
       "L 54.669392 108.080869 \n",
       "L 54.887847 108.581568 \n",
       "L 55.471037 108.870405 \n",
       "L 55.743693 109.019604 \n",
       "L 56.204119 109.127505 \n",
       "L 56.29452 109.355752 \n",
       "L 56.233065 109.605414 \n",
       "L 55.961838 109.617299 \n",
       "L 55.81006 109.688472 \n",
       "L 55.527147 109.385632 \n",
       "L 55.371327 109.746757 \n",
       "L 55.049597 109.93471 \n",
       "L 54.531978 109.886112 \n",
       "L 54.183029 110.415153 \n",
       "L 54.385633 110.653163 \n",
       "L 54.91328 110.512105 \n",
       "L 55.011567 110.192367 \n",
       "L 55.451725 109.877577 \n",
       "L 56.157867 110.455102 \n",
       "L 56.385423 110.194761 \n",
       "L 56.702017 110.276733 \n",
       "L 56.423499 110.753999 \n",
       "L 56.682677 111.164601 \n",
       "L 56.609541 111.760223 \n",
       "L 56.430638 111.91626 \n",
       "L 56.785539 112.436696 \n",
       "L 57.28198 113.002291 \n",
       "L 57.262986 113.51615 \n",
       "L 57.516538 114.000887 \n",
       "L 57.934726 114.178445 \n",
       "L 58.081835 114.0748 \n",
       "L 58.65265 114.729337 \n",
       "L 59.191285 115.372318 \n",
       "L 58.650292 115.046073 \n",
       "L 58.540488 115.446649 \n",
       "L 58.860644 115.917016 \n",
       "L 58.939356 116.557652 \n",
       "L 58.572615 117.024395 \n",
       "L 58.832066 117.297589 \n",
       "L 58.890154 117.62421 \n",
       "L 59.00719 118.159781 \n",
       "L 58.956878 118.818793 \n",
       "L 58.689072 119.093603 \n",
       "L 58.865922 119.310543 \n",
       "L 58.872473 119.851405 \n",
       "L 58.886361 120.246274 \n",
       "L 59.406498 120.997072 \n",
       "L 59.560149 120.958448 \n",
       "L 60.028988 121.347522 \n",
       "L 60.468922 122.055162 \n",
       "L 60.597494 122.291646 \n",
       "L 60.882024 122.802409 \n",
       "L 61.045435 123.822262 \n",
       "L 60.93033 124.142615 \n",
       "L 61.118454 124.34643 \n",
       "L 61.012203 124.737868 \n",
       "L 60.443373 126.067933 \n",
       "L 60.682531 126.445092 \n",
       "L 60.341053 126.882384 \n",
       "L 59.44261 126.993601 \n",
       "L 59.474663 127.346692 \n",
       "L 60.50672 128.375775 \n",
       "L 60.006436 129.039113 \n",
       "L 60.839437 129.008899 \n",
       "L 61.479183 129.884454 \n",
       "L 62.286238 131.121168 \n",
       "L 62.331006 131.761841 \n",
       "L 61.943805 132.062953 \n",
       "L 62.902931 132.418999 \n",
       "L 64.026841 133.71828 \n",
       "L 65.122145 134.375944 \n",
       "L 65.839453 135.644434 \n",
       "L 66.312374 137.050579 \n",
       "L 66.780304 137.604645 \n",
       "L 67.426968 137.996767 \n",
       "L 67.578479 138.395271 \n",
       "L 67.313693 139.552515 \n",
       "L 67.191553 140.113462 \n",
       "L 66.150217 141.310208 \n",
       "L 65.436156 141.634784 \n",
       "L 63.607304 142.16945 \n",
       "L 62.513729 142.838009 \n",
       "L 61.441016 143.22754 \n",
       "L 61.217176 143.118041 \n",
       "L 60.589737 143.623464 \n",
       "L 59.63596 145.35382 \n",
       "L 58.519216 146.643432 \n",
       "L 58.041457 147.2139 \n",
       "L 57.520277 147.4172 \n",
       "L 56.551514 148.624454 \n",
       "L 54.778637 149.334438 \n",
       "L 53.941684 150.28702 \n",
       "L 52.874659 150.231655 \n",
       "L 52.237106 150.707586 \n",
       "L 51.195981 150.00193 \n",
       "L 49.422512 149.348377 \n",
       "L 48.422976 149.322379 \n",
       "L 47.14363 148.833853 \n",
       "L 45.404528 148.798533 \n",
       "L 43.783922 149.194341 \n",
       "L 43.005774 149.871429 \n",
       "L 42.683832 150.59392 \n",
       "L 41.604403 151.553832 \n",
       "L 40.938009 151.916079 \n",
       "L 39.739167 151.965653 \n",
       "L 38.517931 152.438323 \n",
       "L 38.517929 152.438323 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 50.819757 107.137734 \n",
       "L 50.598353 107.583119 \n",
       "L 50.08366 107.974868 \n",
       "L 49.833394 107.920051 \n",
       "L 49.287106 108.387417 \n",
       "L 48.822401 108.459385 \n",
       "L 48.786494 108.796917 \n",
       "L 48.287498 108.715852 \n",
       "L 47.698614 108.640462 \n",
       "L 47.479061 108.312699 \n",
       "L 47.140335 108.270549 \n",
       "L 46.796358 108.475384 \n",
       "L 46.613529 108.232431 \n",
       "L 46.435701 108.437623 \n",
       "L 45.909522 108.073639 \n",
       "L 45.566435 107.743737 \n",
       "L 45.288252 107.933006 \n",
       "L 44.679878 107.868738 \n",
       "L 44.147773 107.940808 \n",
       "L 43.915003 107.725573 \n",
       "L 43.276703 108.16274 \n",
       "L 42.989317 108.102295 \n",
       "L 42.856128 108.71878 \n",
       "L 43.349849 108.851053 \n",
       "L 43.089272 109.172954 \n",
       "L 42.316693 109.024625 \n",
       "L 41.535892 108.617186 \n",
       "L 40.864543 108.61286 \n",
       "L 40.259903 109.344832 \n",
       "L 39.776567 109.240912 \n",
       "L 39.700433 109.97502 \n",
       "L 39.449639 110.862622 \n",
       "L 38.954059 111.41052 \n",
       "L 38.730284 111.933497 \n",
       "L 37.407536 113.559698 \n",
       "L 36.206406 115.228425 \n",
       "L 35.407423 116.587121 \n",
       "L 35.0675 116.579261 \n",
       "L 34.499785 117.351548 \n",
       "L 34.298481 118.355144 \n",
       "L 34.181954 120.55157 \n",
       "L 34.306535 122.909322 \n",
       "L 33.965913 123.229 \n",
       "L 33.991632 124.483767 \n",
       "L 32.749613 125.551974 \n",
       "L 31.15651 126.678276 \n",
       "L 28.622525 127.881483 \n",
       "L 26.123807 129.02033 \n",
       "L 23.755924 130.25451 \n",
       "L 21.881912 130.554445 \n",
       "L 20.554526 131.540229 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 100.298742 90.11714 \n",
       "L 100.375664 89.905208 \n",
       "L 100.483468 89.799615 \n",
       "L 100.610625 89.908948 \n",
       "L 100.553003 89.761051 \n",
       "L 100.550744 89.622912 \n",
       "L 100.750532 89.617702 \n",
       "L 100.78913 89.711958 \n",
       "L 100.747172 89.865401 \n",
       "L 100.711477 89.962622 \n",
       "L 100.769044 90.046569 \n",
       "L 100.745462 90.204239 \n",
       "L 100.564191 90.169683 \n",
       "L 100.482532 89.986252 \n",
       "L 100.298742 90.11714 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 103.876774 92.305715 \n",
       "L 103.757675 91.689219 \n",
       "L 103.534472 91.545914 \n",
       "L 103.516569 91.097555 \n",
       "L 103.51375 90.49836 \n",
       "L 103.692568 90.060806 \n",
       "L 103.639534 89.746819 \n",
       "L 103.712406 89.485761 \n",
       "L 103.959643 89.524413 \n",
       "L 104.068579 89.697316 \n",
       "L 104.042286 90.274645 \n",
       "L 104.010821 90.796879 \n",
       "L 104.154229 91.505553 \n",
       "L 104.430409 92.046455 \n",
       "L 104.668911 92.604294 \n",
       "L 105.042886 92.890421 \n",
       "L 105.619305 92.929137 \n",
       "L 105.58588 93.04458 \n",
       "L 105.126752 93.44663 \n",
       "L 104.912126 93.310439 \n",
       "L 104.576367 93.438476 \n",
       "L 104.342873 93.240721 \n",
       "L 104.381658 93.029108 \n",
       "L 104.156316 92.817145 \n",
       "L 104.028717 92.245557 \n",
       "L 103.876774 92.305715 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 98.946903 91.344408 \n",
       "L 98.934286 91.709602 \n",
       "L 98.663186 91.897457 \n",
       "L 98.321405 91.912607 \n",
       "L 98.249956 91.75954 \n",
       "L 98.099736 91.796436 \n",
       "L 97.908477 91.560333 \n",
       "L 98.157223 91.301395 \n",
       "L 98.346062 91.391835 \n",
       "L 98.3778 91.18297 \n",
       "L 98.6732 91.229909 \n",
       "L 98.946903 91.344408 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 99.193308 92.685586 \n",
       "L 99.018319 93.015148 \n",
       "L 98.759755 92.962009 \n",
       "L 98.790695 92.788602 \n",
       "L 98.657299 92.633463 \n",
       "L 98.851485 92.435248 \n",
       "L 98.977073 92.627357 \n",
       "L 99.193308 92.685586 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 97.784577 92.002939 \n",
       "L 97.771771 91.790788 \n",
       "L 97.91613 91.729201 \n",
       "L 98.106283 91.895279 \n",
       "L 98.599024 92.207569 \n",
       "L 98.395447 92.526205 \n",
       "L 98.462106 92.965865 \n",
       "L 98.388515 93.105171 \n",
       "L 98.465602 93.592398 \n",
       "L 98.315747 93.657811 \n",
       "L 97.952964 93.37828 \n",
       "L 98.016021 93.146321 \n",
       "L 97.794105 93.022125 \n",
       "L 97.461102 92.575482 \n",
       "L 97.286411 92.12618 \n",
       "L 97.530212 91.853262 \n",
       "L 97.635569 92.048196 \n",
       "L 97.784577 92.002939 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 50.819757 107.137734 \n",
       "L 50.903348 106.82328 \n",
       "L 51.192672 106.508019 \n",
       "L 51.447627 106.583381 \n",
       "L 51.412235 106.396322 \n",
       "L 51.570853 106.169739 \n",
       "L 51.59901 105.75911 \n",
       "L 51.423556 105.494268 \n",
       "L 51.132078 105.468414 \n",
       "L 50.586182 105.143361 \n",
       "L 50.365474 105.625975 \n",
       "L 49.878225 105.133463 \n",
       "L 50.231672 104.838989 \n",
       "L 50.078519 104.802089 \n",
       "L 50.022233 104.563334 \n",
       "L 50.236528 104.311167 \n",
       "L 50.051948 103.523229 \n",
       "L 49.895956 103.562673 \n",
       "L 49.967362 103.44349 \n",
       "L 50.060454 102.825007 \n",
       "L 50.348526 102.772468 \n",
       "L 50.469014 102.21098 \n",
       "L 50.468356 101.948975 \n",
       "L 50.649038 101.831006 \n",
       "L 50.704183 101.612253 \n",
       "L 50.524274 101.727862 \n",
       "L 50.313389 101.654916 \n",
       "L 50.445031 101.433434 \n",
       "L 50.53753 101.05533 \n",
       "L 51.197609 100.881477 \n",
       "L 51.96994 99.195935 \n",
       "L 52.095378 99.233754 \n",
       "L 52.09402 99.405726 \n",
       "L 52.259603 99.12025 \n",
       "L 52.256409 99.01383 \n",
       "L 52.07832 98.99308 \n",
       "L 51.960395 98.366269 \n",
       "L 52.010525 98.060091 \n",
       "L 51.945114 97.690343 \n",
       "L 52.034189 97.46682 \n",
       "L 52.055689 97.104334 \n",
       "L 51.956986 96.699943 \n",
       "L 52.009856 96.370547 \n",
       "L 52.19347 95.954427 \n",
       "L 52.862327 94.683749 \n",
       "L 52.918284 94.131079 \n",
       "L 52.795542 93.78904 \n",
       "L 52.317062 93.021349 \n",
       "L 52.895702 90.153716 \n",
       "L 53.308524 89.060472 \n",
       "L 53.456851 88.404125 \n",
       "L 53.733842 88.121468 \n",
       "L 54.056188 87.433964 \n",
       "L 54.752802 86.942658 \n",
       "L 54.826594 87.140135 \n",
       "L 55.006099 87.068002 \n",
       "L 55.180046 87.195888 \n",
       "L 55.40096 87.185741 \n",
       "L 55.924692 86.903475 \n",
       "L 56.836388 86.157531 \n",
       "L 57.307457 85.572022 \n",
       "L 57.689375 85.291812 \n",
       "L 58.088684 84.709133 \n",
       "L 58.468065 84.793464 \n",
       "L 58.611747 84.514903 \n",
       "L 58.911964 84.197134 \n",
       "L 59.338206 84.07029 \n",
       "L 59.394218 83.783526 \n",
       "L 60.024686 83.248526 \n",
       "L 60.213141 83.23374 \n",
       "L 61.142124 82.818611 \n",
       "L 61.36909 82.839104 \n",
       "L 61.625677 82.488963 \n",
       "L 61.61162 82.319492 \n",
       "L 61.795505 82.045853 \n",
       "L 61.563014 81.946065 \n",
       "L 60.564873 82.179213 \n",
       "L 59.724897 82.845761 \n",
       "L 59.329692 82.932459 \n",
       "L 58.623848 83.523286 \n",
       "L 57.773079 83.846046 \n",
       "L 57.479497 83.995299 \n",
       "L 57.151079 84.019792 \n",
       "L 57.126077 84.293281 \n",
       "L 56.447073 84.712158 \n",
       "L 56.220922 84.364128 \n",
       "L 56.605209 84.216354 \n",
       "L 57.282303 83.447397 \n",
       "L 57.451065 83.164696 \n",
       "L 58.239769 83.132242 \n",
       "L 58.829504 82.314598 \n",
       "L 59.00046 81.990827 \n",
       "L 59.420001 81.744735 \n",
       "L 59.368062 81.962286 \n",
       "L 59.578952 82.177086 \n",
       "L 59.849271 82.216261 \n",
       "L 60.889094 81.398886 \n",
       "L 62.34003 80.922185 \n",
       "L 62.647067 80.874413 \n",
       "L 63.018896 80.601166 \n",
       "L 63.117371 80.385724 \n",
       "L 63.289982 80.355677 \n",
       "L 63.356352 80.091883 \n",
       "L 63.53684 79.944527 \n",
       "L 63.774401 79.408678 \n",
       "L 64.097022 79.404381 \n",
       "L 64.74622 79.057347 \n",
       "L 65.949516 78.714347 \n",
       "L 66.485574 78.474713 \n",
       "L 66.949236 78.512771 \n",
       "L 67.29962 78.354358 \n",
       "L 68.206597 78.636495 \n",
       "L 68.653072 78.601615 \n",
       "L 69.612011 79.026024 \n",
       "L 70.092469 79.179267 \n",
       "L 71.314173 79.256423 \n",
       "L 71.680837 79.275129 \n",
       "L 71.387234 79.752301 \n",
       "L 70.840064 79.843717 \n",
       "L 70.964846 79.962119 \n",
       "L 71.893434 79.909455 \n",
       "L 72.851326 79.163469 \n",
       "L 73.226315 78.61285 \n",
       "L 73.741837 78.558131 \n",
       "L 74.050759 78.693948 \n",
       "L 74.390502 78.351449 \n",
       "L 74.826626 78.422551 \n",
       "L 75.317963 78.170214 \n",
       "L 75.586267 78.24932 \n",
       "L 76.084132 77.947326 \n",
       "L 76.559277 78.021091 \n",
       "L 77.101679 77.809039 \n",
       "L 77.636063 77.842304 \n",
       "L 78.228042 76.93905 \n",
       "L 79.189137 76.459449 \n",
       "L 79.578987 76.124188 \n",
       "L 79.717301 75.772075 \n",
       "L 80.559915 75.285769 \n",
       "L 80.619333 74.97522 \n",
       "L 80.271381 74.818947 \n",
       "L 80.402708 74.347558 \n",
       "L 80.47017 73.726398 \n",
       "L 80.75312 73.880589 \n",
       "L 81.116489 74.288672 \n",
       "L 81.093079 74.614994 \n",
       "L 81.246232 74.63307 \n",
       "L 81.192145 74.183948 \n",
       "L 81.007286 73.823222 \n",
       "L 80.93527 73.27579 \n",
       "L 80.602133 73.278935 \n",
       "L 80.454246 72.829802 \n",
       "L 80.469043 71.371488 \n",
       "L 80.339672 71.13238 \n",
       "L 80.403876 70.711648 \n",
       "L 80.576652 70.584648 \n",
       "L 81.080766 69.117456 \n",
       "L 81.179339 69.149778 \n",
       "L 80.993183 70.342503 \n",
       "L 80.778321 70.657982 \n",
       "L 80.84055 70.918152 \n",
       "L 80.847447 71.851475 \n",
       "L 81.279568 72.473131 \n",
       "L 81.365277 72.11969 \n",
       "L 81.495345 72.112605 \n",
       "L 81.448962 71.86731 \n",
       "L 81.776711 71.914528 \n",
       "L 81.684046 71.727237 \n",
       "L 81.954187 71.833259 \n",
       "L 82.108408 71.355711 \n",
       "L 82.725984 71.747538 \n",
       "L 82.903769 71.42403 \n",
       "L 83.468608 71.417749 \n",
       "L 83.67945 71.642087 \n",
       "L 83.98458 71.675981 \n",
       "L 84.307937 72.60088 \n",
       "L 84.192349 72.767946 \n",
       "L 84.010648 72.82465 \n",
       "L 84.058441 73.150545 \n",
       "L 83.901537 73.244858 \n",
       "L 83.897245 73.495691 \n",
       "L 84.109646 73.634259 \n",
       "L 84.272469 73.605895 \n",
       "L 84.306132 73.877409 \n",
       "L 84.400124 73.769023 \n",
       "L 84.452273 73.371383 \n",
       "L 84.66938 73.325685 \n",
       "L 84.866817 73.050264 \n",
       "L 85.208811 72.913124 \n",
       "L 85.428683 73.011886 \n",
       "L 85.856381 73.061092 \n",
       "L 85.591899 73.974023 \n",
       "L 85.462579 74.099264 \n",
       "L 85.291863 73.881747 \n",
       "L 84.975623 74.230542 \n",
       "L 85.34462 74.340497 \n",
       "L 85.681185 74.301686 \n",
       "L 86.289589 74.428896 \n",
       "L 86.616586 74.367596 \n",
       "L 86.727398 74.659592 \n",
       "L 86.480201 74.915069 \n",
       "L 86.478307 75.271223 \n",
       "L 86.637415 75.496201 \n",
       "L 86.61022 75.997874 \n",
       "L 86.556031 76.425597 \n",
       "L 86.416031 76.527938 \n",
       "L 86.463332 76.935625 \n",
       "L 86.199242 77.073905 \n",
       "L 85.917711 77.022157 \n",
       "L 85.953803 77.153427 \n",
       "L 85.740902 77.382819 \n",
       "L 85.643043 77.297973 \n",
       "L 85.399743 77.475997 \n",
       "L 85.338357 77.66532 \n",
       "L 84.974112 77.901276 \n",
       "L 83.829424 79.137921 \n",
       "L 83.328111 79.481975 \n",
       "L 83.551073 80.015751 \n",
       "L 83.386318 80.263011 \n",
       "L 83.559566 80.956802 \n",
       "L 83.29975 81.015244 \n",
       "L 83.384825 81.189369 \n",
       "L 83.626791 81.302141 \n",
       "L 83.534577 81.411132 \n",
       "L 82.96841 81.599574 \n",
       "L 83.278155 81.935902 \n",
       "L 82.859086 81.868822 \n",
       "L 82.898409 82.122683 \n",
       "L 83.043669 82.226443 \n",
       "L 82.96865 82.449652 \n",
       "L 82.688298 82.704155 \n",
       "L 82.297951 83.397256 \n",
       "L 82.315187 83.596011 \n",
       "L 82.01349 83.846238 \n",
       "L 81.761763 83.535693 \n",
       "L 81.615311 83.903795 \n",
       "L 81.751101 84.650406 \n",
       "L 81.419156 84.873807 \n",
       "L 81.702131 85.098674 \n",
       "L 81.93406 84.88432 \n",
       "L 82.125579 85.01346 \n",
       "L 82.095547 85.586946 \n",
       "L 81.8085 85.812312 \n",
       "L 81.871222 86.039127 \n",
       "L 81.660523 86.430989 \n",
       "L 81.820652 87.046468 \n",
       "L 82.157335 86.968582 \n",
       "L 82.282513 87.131239 \n",
       "L 82.154605 87.476359 \n",
       "L 81.640686 87.575558 \n",
       "L 82.099334 87.619964 \n",
       "L 82.119165 87.785827 \n",
       "L 82.683826 87.755019 \n",
       "L 83.152859 87.212968 \n",
       "L 83.76446 87.111436 \n",
       "L 84.207085 87.237807 \n",
       "L 84.168405 87.483983 \n",
       "L 83.967988 87.717223 \n",
       "L 83.417319 88.117507 \n",
       "L 83.108894 88.02192 \n",
       "L 83.093217 88.400414 \n",
       "L 82.545495 88.553837 \n",
       "L 83.038776 88.688661 \n",
       "L 82.768459 89.023448 \n",
       "L 82.358181 89.090395 \n",
       "L 82.066737 89.400006 \n",
       "L 83.01703 89.45937 \n",
       "L 83.595511 89.261052 \n",
       "L 83.681111 89.828082 \n",
       "L 83.529016 90.178116 \n",
       "L 83.280814 90.299359 \n",
       "L 82.949098 90.276466 \n",
       "L 82.734813 90.52847 \n",
       "L 82.477606 90.610663 \n",
       "L 81.958209 90.365651 \n",
       "L 81.767976 90.109881 \n",
       "L 81.844923 89.838893 \n",
       "L 81.053536 89.814677 \n",
       "L 80.804782 89.826899 \n",
       "L 80.368087 89.680532 \n",
       "L 80.234098 89.363482 \n",
       "L 79.959802 89.243858 \n",
       "L 79.613731 89.323523 \n",
       "L 79.472713 89.062137 \n",
       "L 78.308893 88.734346 \n",
       "L 77.868182 88.725614 \n",
       "L 77.248915 88.84496 \n",
       "L 77.252688 89.267029 \n",
       "L 76.423618 89.74427 \n",
       "L 76.632631 90.11429 \n",
       "L 76.452792 91.051888 \n",
       "L 76.276428 91.336656 \n",
       "L 76.309613 92.617174 \n",
       "L 76.388488 92.948807 \n",
       "L 75.934889 93.082232 \n",
       "L 75.469576 93.384829 \n",
       "L 75.003433 93.843088 \n",
       "L 74.735829 94.512423 \n",
       "L 75.00717 94.674878 \n",
       "L 75.590163 94.597153 \n",
       "L 76.291511 94.074324 \n",
       "L 76.456114 93.751532 \n",
       "L 76.900108 94.093648 \n",
       "L 77.395933 94.235292 \n",
       "L 77.808503 94.210954 \n",
       "L 78.118998 94.022332 \n",
       "L 78.43908 93.636756 \n",
       "L 78.651856 93.146491 \n",
       "L 79.306594 93.187121 \n",
       "L 79.693595 92.861783 \n",
       "L 80.416922 92.407451 \n",
       "L 80.607778 92.508543 \n",
       "L 80.754265 93.21513 \n",
       "L 80.981863 93.327542 \n",
       "L 80.833768 94.058277 \n",
       "L 80.695706 94.236559 \n",
       "L 80.913225 94.653677 \n",
       "L 80.004918 95.351943 \n",
       "L 80.077617 95.611773 \n",
       "L 79.931465 95.96239 \n",
       "L 80.41523 96.121302 \n",
       "L 81.363486 95.96723 \n",
       "L 80.799585 97.150651 \n",
       "L 80.504705 97.813817 \n",
       "L 80.166807 97.941002 \n",
       "L 80.144764 98.858186 \n",
       "L 80.386929 99.583534 \n",
       "L 80.142173 99.992184 \n",
       "L 80.265178 100.221855 \n",
       "L 80.211168 100.458408 \n",
       "L 79.795645 100.9071 \n",
       "L 79.172724 100.836315 \n",
       "L 78.647331 100.557943 \n",
       "L 78.023202 100.532848 \n",
       "L 77.57098 100.141723 \n",
       "L 76.87422 99.070815 \n",
       "L 76.62923 98.802431 \n",
       "L 76.138942 98.791214 \n",
       "L 75.680546 98.555735 \n",
       "L 74.127454 98.431222 \n",
       "L 74.374877 98.652338 \n",
       "L 75.304121 98.750498 \n",
       "L 76.112408 99.109919 \n",
       "L 76.474426 99.507626 \n",
       "L 76.455011 99.923225 \n",
       "L 75.953839 99.874372 \n",
       "L 75.298679 100.676629 \n",
       "L 75.389542 101.238314 \n",
       "L 75.854717 101.678969 \n",
       "L 76.572788 101.566129 \n",
       "L 76.288415 101.847707 \n",
       "L 76.301029 102.165052 \n",
       "L 75.7143 102.041669 \n",
       "L 74.48925 101.413246 \n",
       "L 73.900006 101.300219 \n",
       "L 73.750713 101.030177 \n",
       "L 74.120835 100.740284 \n",
       "L 74.89586 101.009833 \n",
       "L 74.198738 100.211621 \n",
       "L 74.090171 100.371919 \n",
       "L 73.239894 99.950382 \n",
       "L 72.870028 99.686984 \n",
       "L 72.33349 99.693778 \n",
       "L 72.081072 99.848335 \n",
       "L 71.904311 100.122867 \n",
       "L 71.986197 100.276146 \n",
       "L 72.13403 100.128666 \n",
       "L 71.94522 100.359995 \n",
       "L 71.372009 99.783589 \n",
       "L 70.784198 99.219489 \n",
       "L 71.190979 99.702165 \n",
       "L 71.165021 99.864658 \n",
       "L 70.5788 99.203496 \n",
       "L 70.645054 99.180349 \n",
       "L 70.086529 99.385312 \n",
       "L 69.550979 99.319393 \n",
       "L 69.642293 99.121934 \n",
       "L 69.698252 98.928399 \n",
       "L 69.252486 99.407244 \n",
       "L 68.468636 99.331327 \n",
       "L 68.87705 99.272181 \n",
       "L 68.961949 98.968229 \n",
       "L 69.355266 98.703233 \n",
       "L 69.098644 98.741319 \n",
       "L 68.823055 98.992451 \n",
       "L 68.766286 98.688979 \n",
       "L 68.74546 99.047185 \n",
       "L 68.273405 99.317014 \n",
       "L 68.299733 99.451622 \n",
       "L 67.670173 99.915634 \n",
       "L 67.150526 99.850961 \n",
       "L 66.77218 99.490839 \n",
       "L 66.326188 99.360164 \n",
       "L 66.186797 99.159601 \n",
       "L 64.738539 98.578488 \n",
       "L 64.323221 98.502229 \n",
       "L 63.905752 98.597642 \n",
       "L 63.162831 99.209465 \n",
       "L 62.868613 99.596513 \n",
       "L 62.631536 99.70601 \n",
       "L 62.094373 100.229226 \n",
       "L 61.484293 100.462032 \n",
       "L 61.08383 100.490939 \n",
       "L 60.944109 100.370046 \n",
       "L 60.901485 100.087563 \n",
       "L 61.114669 99.898698 \n",
       "L 61.161352 99.649112 \n",
       "L 62.05675 98.599268 \n",
       "L 62.469438 98.548351 \n",
       "L 62.719923 98.286418 \n",
       "L 63.046213 97.501886 \n",
       "L 62.603536 97.011281 \n",
       "L 62.779738 96.680123 \n",
       "L 62.811137 96.326889 \n",
       "L 62.553585 95.800755 \n",
       "L 62.320942 94.984158 \n",
       "L 62.170719 94.807065 \n",
       "L 62.045317 94.941588 \n",
       "L 61.810515 95.003128 \n",
       "L 61.729113 95.143466 \n",
       "L 61.624773 95.07068 \n",
       "L 61.654333 94.85922 \n",
       "L 61.490075 94.702243 \n",
       "L 61.404659 94.330889 \n",
       "L 61.60854 93.871921 \n",
       "L 61.422898 93.451113 \n",
       "L 61.46721 93.050923 \n",
       "L 61.120364 92.349281 \n",
       "L 60.5863 91.973549 \n",
       "L 60.229887 91.506753 \n",
       "L 59.602255 91.198572 \n",
       "L 58.902284 91.344556 \n",
       "L 58.715089 91.484538 \n",
       "L 57.686234 91.344917 \n",
       "L 56.214285 91.599829 \n",
       "L 55.939647 91.833994 \n",
       "L 55.471287 92.038551 \n",
       "L 55.071765 92.520705 \n",
       "L 54.734825 92.730444 \n",
       "L 54.465997 93.028902 \n",
       "L 54.429369 93.708913 \n",
       "L 54.215851 94.019262 \n",
       "L 54.920247 95.379778 \n",
       "L 55.127969 95.728138 \n",
       "L 55.488065 96.036207 \n",
       "L 55.892065 96.07441 \n",
       "L 56.635834 96.023151 \n",
       "L 57.235208 96.922765 \n",
       "L 57.457411 97.933273 \n",
       "L 57.158993 98.013773 \n",
       "L 56.69314 97.829052 \n",
       "L 56.273725 97.815394 \n",
       "L 56.201692 97.957936 \n",
       "L 55.371392 97.96989 \n",
       "L 55.433285 97.647041 \n",
       "L 55.342206 97.678389 \n",
       "L 55.375262 97.791869 \n",
       "L 54.17963 98.008006 \n",
       "L 53.657083 97.782909 \n",
       "L 53.603285 98.020894 \n",
       "L 53.715825 98.044214 \n",
       "L 53.686643 98.32375 \n",
       "L 53.909714 98.595945 \n",
       "L 53.939767 98.755128 \n",
       "L 54.092405 99.337715 \n",
       "L 54.364591 99.761833 \n",
       "L 54.447445 100.07655 \n",
       "L 54.546813 100.176811 \n",
       "L 54.539652 100.817737 \n",
       "L 54.348602 101.53627 \n",
       "L 54.267006 101.508198 \n",
       "L 54.113449 101.533653 \n",
       "L 53.906653 101.689373 \n",
       "L 53.349059 101.669605 \n",
       "L 52.059299 102.083777 \n",
       "L 51.839566 102.018008 \n",
       "L 51.603706 102.259876 \n",
       "L 51.30913 102.567467 \n",
       "L 50.984905 103.352755 \n",
       "L 50.984905 103.352755 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 50.984905 103.352755 \n",
       "L 50.843805 103.689102 \n",
       "L 50.696283 103.73503 \n",
       "L 50.777678 104.011729 \n",
       "L 50.858663 104.050874 \n",
       "L 50.772435 104.303012 \n",
       "L 50.962354 104.606496 \n",
       "L 51.254214 104.81103 \n",
       "L 51.566917 105.146409 \n",
       "L 51.865071 105.276709 \n",
       "L 51.993881 105.650348 \n",
       "L 51.918296 105.656833 \n",
       "L 52.067934 106.026108 \n",
       "L 52.095048 106.366592 \n",
       "L 52.003169 106.673227 \n",
       "L 51.944678 107.005554 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 60.389389 106.592713 \n",
       "L 60.523399 106.599808 \n",
       "L 60.60081 106.700304 \n",
       "L 60.772467 107.004573 \n",
       "L 60.826204 107.398957 \n",
       "L 60.927381 107.525344 \n",
       "L 60.794959 107.744415 \n",
       "L 60.990792 108.017896 \n",
       "L 60.818041 108.108893 \n",
       "L 60.951165 108.350262 \n",
       "L 60.923564 108.736824 \n",
       "L 60.572504 108.695857 \n",
       "L 60.525815 108.369856 \n",
       "L 60.345107 108.146521 \n",
       "L 60.259223 107.957871 \n",
       "L 60.097532 107.928652 \n",
       "L 59.933857 107.748709 \n",
       "L 60.017382 107.583028 \n",
       "L 59.827598 107.459081 \n",
       "L 59.311545 107.485091 \n",
       "L 59.31581 107.291865 \n",
       "L 59.460746 107.165532 \n",
       "L 59.340782 106.752307 \n",
       "L 59.150606 106.522218 \n",
       "L 58.999074 106.169011 \n",
       "L 58.74657 105.976489 \n",
       "L 58.760421 105.584202 \n",
       "L 58.971653 105.528639 \n",
       "L 59.175761 106.070301 \n",
       "L 59.367878 106.501892 \n",
       "L 59.607936 106.619112 \n",
       "L 59.70635 106.231519 \n",
       "L 59.922671 106.10881 \n",
       "L 59.814864 105.724542 \n",
       "L 60.038616 105.753234 \n",
       "L 60.202766 106.087607 \n",
       "L 60.389389 106.592713 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 103.359875 114.44099 \n",
       "L 103.676353 114.3086 \n",
       "L 103.63212 114.783525 \n",
       "L 103.742207 114.937999 \n",
       "L 103.722462 115.247178 \n",
       "L 103.329841 115.122812 \n",
       "L 103.089631 115.116931 \n",
       "L 102.407536 114.97279 \n",
       "L 102.407437 114.673528 \n",
       "L 102.930361 114.608919 \n",
       "L 103.359875 114.44099 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 110.658764 107.318389 \n",
       "L 111.150327 107.242478 \n",
       "L 111.837316 107.338214 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 126.629001 71.946065 \n",
       "L 126.204376 71.834667 \n",
       "L 126.157239 71.556193 \n",
       "L 125.853824 71.473856 \n",
       "L 125.823013 71.100866 \n",
       "L 125.978642 70.961512 \n",
       "L 126.413585 71.064613 \n",
       "L 126.324105 71.323868 \n",
       "L 126.548754 71.498284 \n",
       "L 126.914837 71.482224 \n",
       "L 126.886323 71.842752 \n",
       "L 126.629001 71.946065 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 87.210665 125.972681 \n",
       "L 87.205434 125.640883 \n",
       "L 87.332151 125.33763 \n",
       "L 87.243489 125.005222 \n",
       "L 86.994061 124.666373 \n",
       "L 87.16968 124.126104 \n",
       "L 87.427704 124.005633 \n",
       "L 87.68402 123.723274 \n",
       "L 87.691687 123.50674 \n",
       "L 87.976701 123.114006 \n",
       "L 88.787848 122.399419 \n",
       "L 88.862201 122.078625 \n",
       "L 89.128198 121.741684 \n",
       "L 89.527179 121.586344 \n",
       "L 89.969947 121.030193 \n",
       "L 90.283957 120.836284 \n",
       "L 90.784673 120.843689 \n",
       "L 92.026729 119.920317 \n",
       "L 91.982666 119.170758 \n",
       "L 92.683786 118.025061 \n",
       "L 93.570289 117.591143 \n",
       "L 94.097275 116.668577 \n",
       "L 94.44083 116.689278 \n",
       "L 94.713162 116.945876 \n",
       "L 95.161933 116.919837 \n",
       "L 95.853312 117.062702 \n",
       "L 96.303882 116.745274 \n",
       "L 96.806903 116.635332 \n",
       "L 97.092529 116.388774 \n",
       "L 97.529086 116.194816 \n",
       "L 99.05157 115.93098 \n",
       "L 99.290545 115.99172 \n",
       "L 99.693189 115.71845 \n",
       "L 100.175991 115.651485 \n",
       "L 100.378598 115.757501 \n",
       "L 100.683166 115.677089 \n",
       "L 101.136331 115.369921 \n",
       "L 101.461661 115.382489 \n",
       "L 101.499878 115.669891 \n",
       "L 101.842988 115.391462 \n",
       "L 101.895822 115.493229 \n",
       "L 101.722409 115.812231 \n",
       "L 101.768094 116.074186 \n",
       "L 101.953548 116.184753 \n",
       "L 101.986202 116.687533 \n",
       "L 101.730086 117.031333 \n",
       "L 101.876741 117.32698 \n",
       "L 102.124795 117.290789 \n",
       "L 102.297411 117.540085 \n",
       "L 103.103643 117.673021 \n",
       "L 103.294634 117.579131 \n",
       "L 104.418831 117.678583 \n",
       "L 104.778552 118.12632 \n",
       "L 106.00426 118.156276 \n",
       "L 106.613276 118.276946 \n",
       "L 106.950641 117.716943 \n",
       "L 106.695953 117.324159 \n",
       "L 106.754035 117.002766 \n",
       "L 107.002886 116.626888 \n",
       "L 107.296225 116.438444 \n",
       "L 107.963568 116.319368 \n",
       "L 108.215683 116.503885 \n",
       "L 108.573895 116.473684 \n",
       "L 109.060023 116.350331 \n",
       "L 109.247976 116.482952 \n",
       "L 109.858853 116.208737 \n",
       "L 111.14753 116.077273 \n",
       "L 111.897206 115.243895 \n",
       "L 112.248689 115.141829 \n",
       "L 112.5097 115.334704 \n",
       "L 112.520496 115.108369 \n",
       "L 113.304521 114.866726 \n",
       "L 113.472711 114.369651 \n",
       "L 113.426084 114.358327 \n",
       "L 113.250038 113.446375 \n",
       "L 113.136805 112.454311 \n",
       "L 112.865802 112.101598 \n",
       "L 112.837841 111.839528 \n",
       "L 112.554959 111.70815 \n",
       "L 112.58972 111.432775 \n",
       "L 112.376656 111.622052 \n",
       "L 111.979312 111.708026 \n",
       "L 111.873684 112.153576 \n",
       "L 111.292981 112.557461 \n",
       "L 110.816835 112.466065 \n",
       "L 110.369325 112.680345 \n",
       "L 110.383818 112.940748 \n",
       "L 110.128732 113.146457 \n",
       "L 109.592877 113.069261 \n",
       "L 109.143459 113.293285 \n",
       "L 108.661108 112.888642 \n",
       "L 108.23255 112.733869 \n",
       "L 108.25058 112.242708 \n",
       "L 107.886829 112.107965 \n",
       "L 108.10463 111.419428 \n",
       "L 108.692111 111.118067 \n",
       "L 108.665194 110.655856 \n",
       "L 109.416633 110.356372 \n",
       "L 109.689252 109.796494 \n",
       "L 110.03532 109.42092 \n",
       "L 110.621646 109.062055 \n",
       "L 111.450016 109.011369 \n",
       "L 112.076232 108.860573 \n",
       "L 112.761768 108.341641 \n",
       "L 112.992083 107.811987 \n",
       "L 112.899472 107.582757 \n",
       "L 112.589613 107.338005 \n",
       "L 111.150327 107.242478 \n",
       "L 110.658764 107.318389 \n",
       "L 110.198308 107.228339 \n",
       "L 110.388411 107.001063 \n",
       "L 110.400806 106.44002 \n",
       "L 110.103429 106.375457 \n",
       "L 110.438741 105.879665 \n",
       "L 110.362502 105.786196 \n",
       "L 109.338599 107.092267 \n",
       "L 109.534657 107.374767 \n",
       "L 109.765638 107.390461 \n",
       "L 110.083911 107.153417 \n",
       "L 110.124861 107.360765 \n",
       "L 109.810948 107.667208 \n",
       "L 109.514198 108.21571 \n",
       "L 109.267265 108.227467 \n",
       "L 109.213516 107.958556 \n",
       "L 108.762901 108.026282 \n",
       "L 108.771522 107.900414 \n",
       "L 109.002882 107.559065 \n",
       "L 108.843796 107.504403 \n",
       "L 108.257435 107.66956 \n",
       "L 108.13718 107.501031 \n",
       "L 107.859209 107.724608 \n",
       "L 107.862246 108.681747 \n",
       "L 107.614882 108.878372 \n",
       "L 107.805513 109.52929 \n",
       "L 107.71526 109.827274 \n",
       "L 107.74898 110.251547 \n",
       "L 108.141226 110.657593 \n",
       "L 108.550179 110.662243 \n",
       "L 108.541107 110.819514 \n",
       "L 108.099676 111.062802 \n",
       "L 107.80493 111.719439 \n",
       "L 107.535051 111.4246 \n",
       "L 107.065844 111.54923 \n",
       "L 106.643333 111.878235 \n",
       "L 107.037049 112.061368 \n",
       "L 106.643989 112.317343 \n",
       "L 106.327331 112.128139 \n",
       "L 106.295756 112.272242 \n",
       "L 106.505506 112.553144 \n",
       "L 106.804835 112.722354 \n",
       "L 106.694884 112.897833 \n",
       "L 107.285034 113.124619 \n",
       "L 107.410972 113.420862 \n",
       "L 106.967872 113.432664 \n",
       "L 107.197199 113.655783 \n",
       "L 106.949614 113.815302 \n",
       "L 107.292549 114.225282 \n",
       "L 107.008281 114.341046 \n",
       "L 106.567991 114.237217 \n",
       "L 105.406265 112.967507 \n",
       "L 105.276094 112.838362 \n",
       "L 104.989945 112.733062 \n",
       "L 104.788165 112.113752 \n",
       "L 104.69477 111.868435 \n",
       "L 104.598536 111.853864 \n",
       "L 104.22922 111.662389 \n",
       "L 103.117011 111.388261 \n",
       "L 102.522108 110.837497 \n",
       "L 102.469216 110.658136 \n",
       "L 102.204876 110.633718 \n",
       "L 102.144098 110.893952 \n",
       "L 101.953943 110.551215 \n",
       "L 102.037655 110.470841 \n",
       "L 101.720242 110.461746 \n",
       "L 101.455047 110.720537 \n",
       "L 101.705434 111.397723 \n",
       "L 102.133229 111.588591 \n",
       "L 102.437428 111.989987 \n",
       "L 102.991482 112.316507 \n",
       "L 103.305945 112.230405 \n",
       "L 103.436329 112.32329 \n",
       "L 103.352055 112.461661 \n",
       "L 104.550411 112.809881 \n",
       "L 104.623964 112.897327 \n",
       "L 104.606161 113.114163 \n",
       "L 104.300678 112.93126 \n",
       "L 103.916763 112.94621 \n",
       "L 103.840407 113.346341 \n",
       "L 104.200169 113.462392 \n",
       "L 104.231694 113.760792 \n",
       "L 104.063397 113.843374 \n",
       "L 103.963577 114.376459 \n",
       "L 103.794076 114.467333 \n",
       "L 103.760417 113.980837 \n",
       "L 103.821538 113.838884 \n",
       "L 102.997702 113.096514 \n",
       "L 102.70725 113.062273 \n",
       "L 102.476804 112.884714 \n",
       "L 102.1642 112.918425 \n",
       "L 101.345357 112.458781 \n",
       "L 101.01109 112.19523 \n",
       "L 100.788182 111.676888 \n",
       "L 100.062974 111.622971 \n",
       "L 99.713347 111.975737 \n",
       "L 99.391557 112.335351 \n",
       "L 98.580331 112.273652 \n",
       "L 98.007113 112.50396 \n",
       "L 98.031071 113.164551 \n",
       "L 97.659522 113.563476 \n",
       "L 97.124322 113.709337 \n",
       "L 97.094084 113.899798 \n",
       "L 96.841697 114.221102 \n",
       "L 96.687189 114.685372 \n",
       "L 96.867891 115.004251 \n",
       "L 96.617667 115.264439 \n",
       "L 96.528302 115.636598 \n",
       "L 96.188225 115.755028 \n",
       "L 95.866256 116.195958 \n",
       "L 94.844608 116.17503 \n",
       "L 94.13573 116.515177 \n",
       "L 93.975807 116.31115 \n",
       "L 93.866794 115.973649 \n",
       "L 93.447843 115.854146 \n",
       "L 93.252382 115.986999 \n",
       "L 93.019168 115.885214 \n",
       "L 92.777958 115.925015 \n",
       "L 92.884506 115.134202 \n",
       "L 92.691355 115.061431 \n",
       "L 92.609061 114.835986 \n",
       "L 92.684421 114.471157 \n",
       "L 92.878866 114.285516 \n",
       "L 93.006472 113.287308 \n",
       "L 92.928256 112.445691 \n",
       "L 93.536808 112.101941 \n",
       "L 94.019547 112.240542 \n",
       "L 95.973461 112.387854 \n",
       "L 96.179415 112.053425 \n",
       "L 96.242422 110.950294 \n",
       "L 95.57668 110.09355 \n",
       "L 95.018287 109.86824 \n",
       "L 94.99644 109.467418 \n",
       "L 95.467325 109.361666 \n",
       "L 96.072388 109.506577 \n",
       "L 95.957065 108.887728 \n",
       "L 96.29362 109.119568 \n",
       "L 97.101852 108.66756 \n",
       "L 97.183009 108.215744 \n",
       "L 97.902578 107.797732 \n",
       "L 98.118988 106.974035 \n",
       "L 98.536138 106.699935 \n",
       "L 98.804526 106.681872 \n",
       "L 98.851836 106.559552 \n",
       "L 99.113765 106.493004 \n",
       "L 99.190375 106.602759 \n",
       "L 99.364938 106.304883 \n",
       "L 99.030498 105.53446 \n",
       "L 98.967056 104.83524 \n",
       "L 99.026219 104.661549 \n",
       "L 99.276723 104.586826 \n",
       "L 99.555808 104.229973 \n",
       "L 99.60539 104.838503 \n",
       "L 99.77987 104.889356 \n",
       "L 99.74564 105.104075 \n",
       "L 99.646406 105.062549 \n",
       "L 99.49874 105.485436 \n",
       "L 99.668871 105.936827 \n",
       "L 100.005204 106.003495 \n",
       "L 100.038177 106.193383 \n",
       "L 100.479038 105.847789 \n",
       "L 101.06204 106.112076 \n",
       "L 101.650675 105.53635 \n",
       "L 101.980238 105.251313 \n",
       "L 102.305868 105.248334 \n",
       "L 102.367944 105.367641 \n",
       "L 102.660025 105.281281 \n",
       "L 102.653128 105.032033 \n",
       "L 103.001982 104.726306 \n",
       "L 102.663403 103.929283 \n",
       "L 102.685726 103.559895 \n",
       "L 102.87906 103.291557 \n",
       "L 103.24049 103.587258 \n",
       "L 103.456883 103.490367 \n",
       "L 103.263386 102.774277 \n",
       "L 103.191887 102.876926 \n",
       "L 102.953375 102.763983 \n",
       "L 102.817541 102.482357 \n",
       "L 103.375487 102.004771 \n",
       "L 103.936808 101.832628 \n",
       "L 104.087349 101.427643 \n",
       "L 103.721084 101.317066 \n",
       "L 103.29651 101.55766 \n",
       "L 102.568184 102.194945 \n",
       "L 102.317238 101.972766 \n",
       "L 102.013179 101.89346 \n",
       "L 101.887891 101.369287 \n",
       "L 101.607129 100.947623 \n",
       "L 101.701997 100.210685 \n",
       "L 102.087421 99.29494 \n",
       "L 101.975066 99.090547 \n",
       "L 101.586475 98.96938 \n",
       "L 101.281428 99.253172 \n",
       "L 101.203098 99.688571 \n",
       "L 101.349659 99.992469 \n",
       "L 100.819057 101.122196 \n",
       "L 100.856425 101.91035 \n",
       "L 101.47821 102.438017 \n",
       "L 101.415952 103.097665 \n",
       "L 101.171038 103.301144 \n",
       "L 101.310438 104.207627 \n",
       "L 101.280224 104.742415 \n",
       "L 100.91231 104.78337 \n",
       "L 100.846896 105.24224 \n",
       "L 100.504875 105.346951 \n",
       "L 100.300222 104.86692 \n",
       "L 99.322383 103.313198 \n",
       "L 98.880439 104.023707 \n",
       "L 98.521179 104.203583 \n",
       "L 98.096599 103.977457 \n",
       "L 97.933798 103.408409 \n",
       "L 97.719407 102.169527 \n",
       "L 97.913088 101.795688 \n",
       "L 98.498572 101.253959 \n",
       "L 98.870584 100.618263 \n",
       "L 99.949837 97.316272 \n",
       "L 100.268191 96.950306 \n",
       "L 100.570606 96.870138 \n",
       "L 100.662868 96.33385 \n",
       "L 100.979517 96.226265 \n",
       "L 101.23065 95.988446 \n",
       "L 101.930362 96.097225 \n",
       "L 101.783614 96.341909 \n",
       "L 102.131684 96.557105 \n",
       "L 102.215758 96.291722 \n",
       "L 102.659317 96.429397 \n",
       "L 103.191465 96.262489 \n",
       "L 104.463649 96.473952 \n",
       "L 104.691729 96.762218 \n",
       "L 104.662854 97.139276 \n",
       "L 104.446757 97.466133 \n",
       "L 103.390346 97.633103 \n",
       "L 103.286293 97.773437 \n",
       "L 103.800992 97.94016 \n",
       "L 104.245282 98.623763 \n",
       "L 104.827443 98.625497 \n",
       "L 104.709884 98.385851 \n",
       "L 104.463803 98.263898 \n",
       "L 104.476418 98.009475 \n",
       "L 105.134049 97.978699 \n",
       "L 105.218372 97.755781 \n",
       "L 104.859648 97.517778 \n",
       "L 104.964952 96.775823 \n",
       "L 105.145591 96.677816 \n",
       "L 105.42711 96.701218 \n",
       "L 105.290166 96.325921 \n",
       "L 104.944614 96.181245 \n",
       "L 104.813126 95.855303 \n",
       "L 104.487122 95.682812 \n",
       "L 105.041656 95.458954 \n",
       "L 105.333843 95.616644 \n",
       "L 105.175205 95.841375 \n",
       "L 105.373386 96.076243 \n",
       "L 105.6256 96.110159 \n",
       "L 105.799541 95.79904 \n",
       "L 105.603081 95.502175 \n",
       "L 106.029714 94.078411 \n",
       "L 106.138943 94.454816 \n",
       "L 106.363431 94.306639 \n",
       "L 106.313705 94.0708 \n",
       "L 106.552918 93.772651 \n",
       "L 106.566915 93.394807 \n",
       "L 106.972419 93.422397 \n",
       "L 106.821332 93.015791 \n",
       "L 106.439499 92.983317 \n",
       "L 106.355603 92.790897 \n",
       "L 107.127546 92.304764 \n",
       "L 108.05535 92.026161 \n",
       "L 107.87508 91.760757 \n",
       "L 107.053376 91.707108 \n",
       "L 106.475079 91.4686 \n",
       "L 106.213648 90.919821 \n",
       "L 105.792404 90.39754 \n",
       "L 106.135691 90.080493 \n",
       "L 106.432255 90.193898 \n",
       "L 106.760339 90.554548 \n",
       "L 106.971526 90.538705 \n",
       "L 107.34719 90.666418 \n",
       "L 108.006159 91.057067 \n",
       "L 108.410523 91.01345 \n",
       "L 108.700892 91.259001 \n",
       "L 109.198391 91.996775 \n",
       "L 109.389086 91.811378 \n",
       "L 109.253636 91.642195 \n",
       "L 109.235577 91.364054 \n",
       "L 109.015901 91.19218 \n",
       "L 108.85826 90.913127 \n",
       "L 108.522143 90.885761 \n",
       "L 108.232544 90.641939 \n",
       "L 108.096177 90.817688 \n",
       "L 107.797779 90.721746 \n",
       "L 107.361234 90.337225 \n",
       "L 106.845217 90.345245 \n",
       "L 106.643743 89.893593 \n",
       "L 106.287346 89.673869 \n",
       "L 106.610182 89.726306 \n",
       "L 107.074652 90.019753 \n",
       "L 107.249046 89.886884 \n",
       "L 106.845308 89.792656 \n",
       "L 106.760457 89.436059 \n",
       "L 106.868926 89.094058 \n",
       "L 107.284581 88.906832 \n",
       "L 106.789003 88.887477 \n",
       "L 106.215665 88.687787 \n",
       "L 106.202772 88.386587 \n",
       "L 106.372897 87.67843 \n",
       "L 106.049373 87.718711 \n",
       "L 105.731951 87.447456 \n",
       "L 105.759968 87.278394 \n",
       "L 105.546235 86.934878 \n",
       "L 105.545954 86.547789 \n",
       "L 105.397333 86.472754 \n",
       "L 105.401644 86.100381 \n",
       "L 105.546725 86.003411 \n",
       "L 105.272478 85.657995 \n",
       "L 105.302369 85.407229 \n",
       "L 104.808337 85.213788 \n",
       "L 104.574889 84.903494 \n",
       "L 104.767242 84.684429 \n",
       "L 104.91305 84.861794 \n",
       "L 105.001048 84.56189 \n",
       "L 105.290361 84.517885 \n",
       "L 105.143309 84.398703 \n",
       "L 105.126301 84.0044 \n",
       "L 105.58254 83.529029 \n",
       "L 105.886755 83.526366 \n",
       "L 106.608684 84.142485 \n",
       "L 106.798562 83.695841 \n",
       "L 106.675613 83.564952 \n",
       "L 107.030667 83.440744 \n",
       "L 106.87462 83.388177 \n",
       "L 106.749667 83.146013 \n",
       "L 106.753558 82.621536 \n",
       "L 107.00732 82.529767 \n",
       "L 106.930688 81.834821 \n",
       "L 106.507314 81.938807 \n",
       "L 106.429093 81.337519 \n",
       "L 106.627958 80.990006 \n",
       "L 106.944 80.794232 \n",
       "L 107.201668 80.810939 \n",
       "L 107.542551 80.449285 \n",
       "L 107.651635 80.098552 \n",
       "L 107.038882 80.160495 \n",
       "L 107.159229 79.798067 \n",
       "L 106.894491 79.584537 \n",
       "L 106.897357 79.197415 \n",
       "L 106.696477 79.152781 \n",
       "L 106.627775 78.858418 \n",
       "L 106.228087 79.221142 \n",
       "L 105.904604 79.144302 \n",
       "L 105.368469 77.657095 \n",
       "L 105.544078 77.334669 \n",
       "L 105.581324 76.695738 \n",
       "L 105.009526 76.212916 \n",
       "L 104.821388 75.886647 \n",
       "L 104.874249 75.612952 \n",
       "L 105.176564 75.336623 \n",
       "L 105.113754 75.056026 \n",
       "L 104.84471 74.962593 \n",
       "L 104.577306 74.745682 \n",
       "L 104.365805 74.42581 \n",
       "L 104.038183 74.235432 \n",
       "L 104.057898 73.641904 \n",
       "L 103.752368 73.641884 \n",
       "L 103.6757 74.024208 \n",
       "L 103.461781 74.176341 \n",
       "L 103.04286 73.704969 \n",
       "L 102.685166 73.522328 \n",
       "L 102.408815 73.119594 \n",
       "L 102.408815 73.119594 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 89.458292 73.119432 \n",
       "L 89.328972 73.128452 \n",
       "L 88.967484 73.057403 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 87.844686 71.167645 \n",
       "L 87.983293 70.805262 \n",
       "L 88.138804 70.74294 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 103.728363 70.742994 \n",
       "L 103.839878 70.826401 \n",
       "L 103.811695 70.592907 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 88.055189 70.592343 \n",
       "L 87.941173 70.540633 \n",
       "L 87.5937 70.220236 \n",
       "L 87.421499 70.14995 \n",
       "L 87.282912 69.969655 \n",
       "L 87.266628 69.812193 \n",
       "L 87.574856 69.727229 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 104.292279 69.72734 \n",
       "L 104.411835 69.840794 \n",
       "L 106.51184 69.765645 \n",
       "L 106.735716 69.621789 \n",
       "L 106.826324 70.152679 \n",
       "L 107.643696 70.246585 \n",
       "L 107.612642 70.481132 \n",
       "L 107.962793 70.469125 \n",
       "L 108.191669 70.763385 \n",
       "L 108.493928 70.553691 \n",
       "L 109.096194 70.388994 \n",
       "L 109.23654 70.220282 \n",
       "L 109.072408 69.909455 \n",
       "L 109.625426 69.344586 \n",
       "L 109.850499 69.515338 \n",
       "L 110.250625 69.271271 \n",
       "L 110.313311 69.011747 \n",
       "L 110.904223 69.184932 \n",
       "L 111.414959 68.815956 \n",
       "L 111.853984 69.064423 \n",
       "L 112.317784 68.747881 \n",
       "L 113.02252 68.74988 \n",
       "L 112.83391 69.09795 \n",
       "L 111.573034 70.682817 \n",
       "L 110.918263 71.080719 \n",
       "L 110.511771 71.118033 \n",
       "L 110.316545 71.280358 \n",
       "L 109.91918 71.041759 \n",
       "L 108.355847 71.256414 \n",
       "L 107.71085 71.261272 \n",
       "L 107.053748 71.708174 \n",
       "L 107.314916 71.873553 \n",
       "L 107.727545 71.640239 \n",
       "L 108.622313 71.657729 \n",
       "L 108.308204 72.285985 \n",
       "L 108.906337 72.636143 \n",
       "L 110.02979 72.521595 \n",
       "L 110.12909 72.130654 \n",
       "L 110.961181 72.811534 \n",
       "L 110.641808 73.040428 \n",
       "L 110.83959 73.428022 \n",
       "L 111.258044 73.542485 \n",
       "L 111.667939 74.291119 \n",
       "L 112.292603 74.977886 \n",
       "L 113.671873 75.263673 \n",
       "L 115.337049 75.732416 \n",
       "L 115.184525 75.257047 \n",
       "L 115.419103 74.965778 \n",
       "L 115.384619 74.633898 \n",
       "L 115.049399 74.579876 \n",
       "L 114.91395 74.257202 \n",
       "L 115.203689 73.55768 \n",
       "L 115.597801 73.315052 \n",
       "L 116.200793 73.272171 \n",
       "L 116.781822 72.97622 \n",
       "L 117.623197 72.688216 \n",
       "L 120.601036 73.105816 \n",
       "L 121.008449 73.201895 \n",
       "L 121.528854 73.56194 \n",
       "L 121.637988 73.795849 \n",
       "L 121.487944 74.136793 \n",
       "L 122.756954 74.792789 \n",
       "L 123.129037 74.637074 \n",
       "L 123.440998 74.838187 \n",
       "L 123.652351 74.934407 \n",
       "L 124.038786 75.303881 \n",
       "L 124.350605 75.267238 \n",
       "L 124.535153 74.754323 \n",
       "L 125.346491 73.929758 \n",
       "L 125.966417 73.697107 \n",
       "L 126.325467 73.754724 \n",
       "L 126.57394 74.121991 \n",
       "L 126.924495 74.404892 \n",
       "L 127.105954 74.799241 \n",
       "L 126.821486 74.946056 \n",
       "L 126.382304 74.994861 \n",
       "L 125.874206 75.371381 \n",
       "L 125.678387 75.076364 \n",
       "L 125.307896 75.522269 \n",
       "L 125.269303 75.76319 \n",
       "L 125.471279 75.896542 \n",
       "L 125.356387 76.069142 \n",
       "L 125.303257 76.210454 \n",
       "L 124.522272 76.131221 \n",
       "L 124.44207 76.185305 \n",
       "L 124.366636 76.685096 \n",
       "L 124.68513 77.226889 \n",
       "L 125.021252 77.472722 \n",
       "L 125.283433 77.89677 \n",
       "L 124.973948 77.730595 \n",
       "L 124.781348 77.870853 \n",
       "L 124.331737 77.62954 \n",
       "L 124.099878 77.91909 \n",
       "L 124.866124 78.623911 \n",
       "L 125.278129 78.812337 \n",
       "L 125.387533 79.229147 \n",
       "L 125.688437 79.40214 \n",
       "L 126.023676 79.101487 \n",
       "L 126.045115 78.722979 \n",
       "L 126.29311 78.657593 \n",
       "L 126.383371 78.271529 \n",
       "L 125.875339 77.864689 \n",
       "L 125.998606 77.423394 \n",
       "L 125.942345 77.135383 \n",
       "L 126.214208 76.98957 \n",
       "L 126.52495 77.582083 \n",
       "L 126.875709 77.722478 \n",
       "L 127.255565 78.103379 \n",
       "L 127.70097 78.257574 \n",
       "L 127.905284 77.688916 \n",
       "L 128.422479 77.377907 \n",
       "L 129.237154 76.528947 \n",
       "L 129.665739 76.431242 \n",
       "L 129.898751 76.703993 \n",
       "L 130.178854 76.510552 \n",
       "L 130.28605 76.170767 \n",
       "L 131.274962 76.14669 \n",
       "L 131.397276 76.423578 \n",
       "L 133.834097 77.283352 \n",
       "L 135.19841 78.653229 \n",
       "L 135.365931 79.291721 \n",
       "L 135.692268 79.608486 \n",
       "L 135.514043 79.83526 \n",
       "L 135.866388 80.126714 \n",
       "L 136.270513 80.914066 \n",
       "L 136.423127 81.531427 \n",
       "L 137.114582 81.682971 \n",
       "L 137.176053 82.014593 \n",
       "L 136.720691 82.202355 \n",
       "L 136.464599 82.077451 \n",
       "L 136.305952 82.883494 \n",
       "L 136.421802 83.158684 \n",
       "L 136.993342 83.938955 \n",
       "L 137.610317 84.434803 \n",
       "L 138.062452 84.566511 \n",
       "L 139.601238 83.471666 \n",
       "L 139.993283 82.87381 \n",
       "L 140.515566 82.453774 \n",
       "L 141.762724 82.080346 \n",
       "L 142.993227 82.101208 \n",
       "L 143.487673 82.655081 \n",
       "L 143.975187 83.439678 \n",
       "L 144.586831 84.003872 \n",
       "L 145.269144 84.893443 \n",
       "L 144.801314 85.152104 \n",
       "L 144.313434 84.949396 \n",
       "L 143.901785 85.46891 \n",
       "L 143.78562 86.053803 \n",
       "L 143.407008 86.326525 \n",
       "L 142.667154 86.64888 \n",
       "L 142.318277 87.245823 \n",
       "L 142.296767 87.827213 \n",
       "L 141.759098 87.693112 \n",
       "L 141.721805 88.283893 \n",
       "L 142.480054 88.396074 \n",
       "L 144.085353 89.134677 \n",
       "L 144.609945 89.132806 \n",
       "L 144.671903 88.670277 \n",
       "L 145.357729 88.429674 \n",
       "L 146.003483 88.344993 \n",
       "L 146.455962 87.96264 \n",
       "L 146.568873 87.51924 \n",
       "L 148.048553 86.255715 \n",
       "L 148.567634 86.226168 \n",
       "L 148.917793 86.318402 \n",
       "L 149.653377 86.205699 \n",
       "L 149.877385 85.933356 \n",
       "L 150.586462 85.633783 \n",
       "L 150.857449 85.653383 \n",
       "L 150.899107 86.224819 \n",
       "L 149.607462 87.866691 \n",
       "L 149.202799 87.93505 \n",
       "L 148.654485 88.350519 \n",
       "L 148.010201 88.41262 \n",
       "L 147.574915 88.656356 \n",
       "L 147.030882 88.533149 \n",
       "L 146.700608 88.673682 \n",
       "L 146.391114 88.943591 \n",
       "L 146.013359 89.0387 \n",
       "L 145.182683 89.706688 \n",
       "L 145.600462 89.869006 \n",
       "L 145.180047 89.964129 \n",
       "L 143.011552 89.308161 \n",
       "L 142.574294 89.497886 \n",
       "L 141.823936 89.366896 \n",
       "L 141.439768 89.601794 \n",
       "L 139.157398 89.961769 \n",
       "L 139.811602 91.213681 \n",
       "L 139.478978 91.935601 \n",
       "L 138.697057 91.58575 \n",
       "L 138.065432 91.617266 \n",
       "L 137.241232 91.97089 \n",
       "L 137.023322 91.857224 \n",
       "L 136.879503 92.194002 \n",
       "L 135.922673 92.624167 \n",
       "L 135.275121 92.645586 \n",
       "L 134.865657 92.811654 \n",
       "L 134.729218 93.330375 \n",
       "L 134.995029 93.334434 \n",
       "L 135.299882 93.590975 \n",
       "L 135.118665 93.807063 \n",
       "L 135.212038 93.916654 \n",
       "L 134.997923 94.27168 \n",
       "L 135.203454 94.408821 \n",
       "L 135.097885 94.797381 \n",
       "L 135.038391 95.537531 \n",
       "L 135.511864 95.631957 \n",
       "L 135.792597 96.0445 \n",
       "L 135.963538 97.008931 \n",
       "L 136.736794 98.477498 \n",
       "L 136.942294 99.215302 \n",
       "L 137.231377 99.318101 \n",
       "L 137.304693 100.303279 \n",
       "L 137.230773 100.598483 \n",
       "L 137.641465 100.966025 \n",
       "L 139.067617 101.329936 \n",
       "L 139.581542 101.838423 \n",
       "L 140.70112 102.27936 \n",
       "L 140.599466 102.630813 \n",
       "L 140.987319 103.134842 \n",
       "L 141.289882 103.02291 \n",
       "L 141.232362 103.705961 \n",
       "L 141.595942 104.122778 \n",
       "L 141.675531 104.474153 \n",
       "L 140.774326 104.827356 \n",
       "L 138.953611 104.656608 \n",
       "L 137.785817 104.77646 \n",
       "L 136.499397 104.4698 \n",
       "L 135.402366 104.590962 \n",
       "L 133.300411 104.027014 \n",
       "L 132.60377 103.6658 \n",
       "L 132.016677 103.493256 \n",
       "L 131.946469 104.441284 \n",
       "L 131.674569 104.774198 \n",
       "L 130.618163 105.063537 \n",
       "L 130.561482 104.7047 \n",
       "L 130.260725 104.72967 \n",
       "L 129.456742 105.04023 \n",
       "L 129.102985 105.315477 \n",
       "L 128.633354 105.222734 \n",
       "L 128.003082 105.33676 \n",
       "L 127.533268 106.259375 \n",
       "L 126.627647 107.69944 \n",
       "L 124.885693 109.235583 \n",
       "L 124.161347 108.927316 \n",
       "L 123.909896 109.05369 \n",
       "L 123.716594 109.439126 \n",
       "L 123.567857 110.046193 \n",
       "L 122.964317 110.396889 \n",
       "L 122.247966 110.466603 \n",
       "L 121.761438 110.71248 \n",
       "L 120.274641 110.246847 \n",
       "L 120.139548 110.508215 \n",
       "L 119.765129 110.587112 \n",
       "L 119.780742 110.888841 \n",
       "L 119.533502 111.073215 \n",
       "L 121.286051 111.810586 \n",
       "L 121.731788 111.7417 \n",
       "L 122.46131 112.201199 \n",
       "L 122.822357 112.345204 \n",
       "L 122.48148 112.048583 \n",
       "L 122.423523 111.560253 \n",
       "L 122.678016 111.579057 \n",
       "L 122.940142 111.827744 \n",
       "L 123.110896 112.172273 \n",
       "L 123.540831 112.277811 \n",
       "L 123.783549 111.891124 \n",
       "L 124.370595 111.325597 \n",
       "L 124.292664 109.390474 \n",
       "L 124.486744 109.72394 \n",
       "L 124.904467 109.987475 \n",
       "L 125.391353 110.073386 \n",
       "L 125.77021 109.978028 \n",
       "L 126.405591 109.517764 \n",
       "L 127.110935 109.54918 \n",
       "L 127.303211 109.434938 \n",
       "L 127.413528 109.52306 \n",
       "L 127.658586 110.111496 \n",
       "L 127.660799 110.435203 \n",
       "L 127.860782 110.886583 \n",
       "L 127.660721 111.076465 \n",
       "L 127.698571 111.271345 \n",
       "L 127.887554 111.556556 \n",
       "L 128.293578 111.873695 \n",
       "L 128.108744 112.089641 \n",
       "L 128.042705 112.542588 \n",
       "L 128.24488 112.798034 \n",
       "L 128.255733 112.997519 \n",
       "L 127.993518 113.287103 \n",
       "L 127.95331 113.581634 \n",
       "L 128.154473 113.758335 \n",
       "L 128.084839 114.110268 \n",
       "L 127.800908 114.326303 \n",
       "L 127.497187 115.031348 \n",
       "L 127.303532 115.489541 \n",
       "L 127.581854 115.959491 \n",
       "L 127.324682 116.620813 \n",
       "L 126.788744 117.577225 \n",
       "L 126.682364 118.33457 \n",
       "L 126.315127 118.66374 \n",
       "L 126.212974 119.136643 \n",
       "L 125.978088 119.518162 \n",
       "L 125.467308 120.051609 \n",
       "L 125.398538 120.641971 \n",
       "L 124.627647 121.317376 \n",
       "L 124.238933 121.106276 \n",
       "L 124.022043 120.796858 \n",
       "L 123.811454 120.703794 \n",
       "L 123.399671 120.38328 \n",
       "L 123.080029 120.276684 \n",
       "L 123.163802 120.170886 \n",
       "L 122.905811 119.815798 \n",
       "L 122.464913 119.425405 \n",
       "L 122.190453 119.382381 \n",
       "L 121.991554 119.200874 \n",
       "L 121.588988 119.206892 \n",
       "L 120.993639 118.961367 \n",
       "L 120.539783 118.634562 \n",
       "L 119.937371 118.51876 \n",
       "L 119.655768 118.587999 \n",
       "L 118.980392 118.312198 \n",
       "L 118.481624 117.661833 \n",
       "L 117.81516 117.271454 \n",
       "L 116.779369 117.081166 \n",
       "L 116.729165 116.94685 \n",
       "L 115.789423 116.461308 \n",
       "L 114.798066 116.004606 \n",
       "L 114.571523 116.143747 \n",
       "L 114.257701 115.319501 \n",
       "L 114.255186 115.60179 \n",
       "L 114.423655 116.396309 \n",
       "L 114.368808 116.550838 \n",
       "L 113.773795 116.355269 \n",
       "L 113.027456 115.786077 \n",
       "L 113.006876 115.859241 \n",
       "L 113.50332 116.308223 \n",
       "L 116.347417 118.16628 \n",
       "L 116.576092 118.504478 \n",
       "L 117.609104 118.680224 \n",
       "L 118.108563 119.10328 \n",
       "L 118.061088 119.272205 \n",
       "L 118.494038 119.783017 \n",
       "L 119.106674 120.312802 \n",
       "L 119.812961 120.330551 \n",
       "L 121.521442 121.232431 \n",
       "L 123.152695 121.326796 \n",
       "L 124.645253 121.522239 \n",
       "L 124.8073 121.764701 \n",
       "L 124.599871 122.137985 \n",
       "L 125.210416 122.07322 \n",
       "L 125.499087 122.219273 \n",
       "L 125.932125 122.256156 \n",
       "L 126.205154 122.039021 \n",
       "L 128.56876 118.780402 \n",
       "L 128.635628 118.381047 \n",
       "L 128.82027 118.197645 \n",
       "L 129.210132 118.662863 \n",
       "L 129.473764 118.927511 \n",
       "L 129.548321 119.215603 \n",
       "L 129.947733 119.913486 \n",
       "L 130.58267 121.741581 \n",
       "L 130.861111 122.989354 \n",
       "L 130.96467 125.466457 \n",
       "L 130.775749 126.466706 \n",
       "L 130.139618 128.794031 \n",
       "L 130.029498 130.133369 \n",
       "L 130.105893 130.872927 \n",
       "L 129.829237 131.493194 \n",
       "L 129.866959 131.902528 \n",
       "L 129.644117 132.13882 \n",
       "L 129.894634 132.701022 \n",
       "L 129.869227 133.145445 \n",
       "L 130.062515 133.717667 \n",
       "L 129.937957 134.156798 \n",
       "L 130.21893 135.292165 \n",
       "L 130.550393 135.685389 \n",
       "L 131.214811 135.631031 \n",
       "L 131.372725 135.810811 \n",
       "L 131.482314 136.411406 \n",
       "L 131.685802 136.613803 \n",
       "L 131.889256 137.015796 \n",
       "L 134.142259 138.101309 \n",
       "L 134.682058 138.92341 \n",
       "L 135.293759 139.568476 \n",
       "L 136.262282 140.849349 \n",
       "L 136.707222 141.161214 \n",
       "L 137.008244 142.79581 \n",
       "L 136.851148 143.731274 \n",
       "L 135.594011 145.730196 \n",
       "L 135.224842 147.40446 \n",
       "L 134.98156 147.802371 \n",
       "L 134.76083 148.900362 \n",
       "L 134.511831 149.365047 \n",
       "L 134.862299 150.135212 \n",
       "L 135.785029 150.64015 \n",
       "L 136.549765 151.441093 \n",
       "L 136.689828 151.283263 \n",
       "L 137.300188 152.342669 \n",
       "L 137.445938 152.943487 \n",
       "L 137.795191 152.986159 \n",
       "L 137.925427 153.53362 \n",
       "L 137.742163 154.184659 \n",
       "L 136.232151 156.40391 \n",
       "L 136.011215 157.093596 \n",
       "L 136.37831 157.540448 \n",
       "L 136.694942 157.468353 \n",
       "L 136.955146 158.148266 \n",
       "L 137.177318 159.183117 \n",
       "L 137.618238 160.286112 \n",
       "L 137.64448 161.014591 \n",
       "L 137.107046 162.383926 \n",
       "L 136.979546 163.427405 \n",
       "L 136.979546 163.427405 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 120.446281 170.040158 \n",
       "L 120.326346 169.912539 \n",
       "L 120.323372 169.909212 \n",
       "L 118.92099 168.320302 \n",
       "L 117.735632 167.520714 \n",
       "L 117.005933 166.652017 \n",
       "L 116.412249 165.424053 \n",
       "L 115.884857 164.55265 \n",
       "L 115.014331 162.693484 \n",
       "L 114.628986 161.228633 \n",
       "L 114.326219 160.605981 \n",
       "L 113.777688 160.217368 \n",
       "L 112.984513 159.375554 \n",
       "L 112.104494 158.11872 \n",
       "L 111.715617 157.458646 \n",
       "L 110.625815 156.551442 \n",
       "L 110.390598 155.723286 \n",
       "L 110.155347 155.06353 \n",
       "L 110.106461 154.099056 \n",
       "L 110.255963 153.071045 \n",
       "L 110.214937 152.618183 \n",
       "L 110.33972 151.634257 \n",
       "L 110.482932 151.17303 \n",
       "L 110.893002 150.400696 \n",
       "L 111.099543 149.894266 \n",
       "L 111.031511 149.15418 \n",
       "L 110.855525 148.623844 \n",
       "L 110.498189 148.349284 \n",
       "L 110.121711 147.83432 \n",
       "L 109.77118 147.32559 \n",
       "L 109.777614 147.122343 \n",
       "L 109.975262 146.694819 \n",
       "L 109.504941 145.877664 \n",
       "L 109.190184 145.317137 \n",
       "L 108.627053 144.85009 \n",
       "L 108.674133 144.66077 \n",
       "L 108.493853 144.413954 \n",
       "L 108.124841 143.806456 \n",
       "L 107.237321 143.035694 \n",
       "L 106.206626 142.340821 \n",
       "L 105.532578 141.744612 \n",
       "L 104.889379 140.97124 \n",
       "L 104.872191 140.694425 \n",
       "L 105.008263 140.404635 \n",
       "L 105.107708 139.782765 \n",
       "L 105.169135 139.162015 \n",
       "L 104.999994 139.067154 \n",
       "L 105.120532 138.13621 \n",
       "L 105.127574 137.502944 \n",
       "L 104.740031 137.04555 \n",
       "L 104.369784 136.973179 \n",
       "L 104.160241 136.655794 \n",
       "L 103.948827 136.577109 \n",
       "L 103.925024 136.365978 \n",
       "L 103.178424 136.755396 \n",
       "L 102.884227 136.754703 \n",
       "L 102.613529 136.964384 \n",
       "L 102.000155 137.022254 \n",
       "L 101.538869 136.59012 \n",
       "L 101.232455 136.067943 \n",
       "L 100.654708 135.624726 \n",
       "L 100.095968 135.682834 \n",
       "L 99.438108 135.731965 \n",
       "L 98.826469 135.858287 \n",
       "L 98.231553 136.049555 \n",
       "L 97.064245 136.532444 \n",
       "L 96.646636 136.801456 \n",
       "L 95.960589 137.028508 \n",
       "L 95.281609 136.806899 \n",
       "L 94.935016 136.809185 \n",
       "L 94.408105 136.64704 \n",
       "L 93.92113 136.639243 \n",
       "L 93.014828 136.729643 \n",
       "L 92.472427 136.917876 \n",
       "L 91.694404 137.143489 \n",
       "L 91.548022 137.1111 \n",
       "L 91.346816 137.100666 \n",
       "L 90.595545 136.661103 \n",
       "L 89.973098 136.009191 \n",
       "L 89.387655 135.520723 \n",
       "L 88.954506 134.974398 \n",
       "L 88.764467 134.891656 \n",
       "L 88.282433 134.516938 \n",
       "L 87.966673 134.065785 \n",
       "L 87.884052 133.779941 \n",
       "L 87.884726 133.232475 \n",
       "L 87.646863 132.757024 \n",
       "L 87.423513 132.43131 \n",
       "L 87.261711 132.307493 \n",
       "L 87.114218 132.135348 \n",
       "L 87.093859 131.810341 \n",
       "L 87.022449 131.637268 \n",
       "L 86.845342 131.484695 \n",
       "L 86.539459 131.122214 \n",
       "L 86.263603 131.017753 \n",
       "L 86.149601 130.790722 \n",
       "L 86.175772 130.686939 \n",
       "L 86.002597 130.497493 \n",
       "L 85.991946 130.341978 \n",
       "L 85.997531 129.797085 \n",
       "L 86.147283 129.516053 \n",
       "L 85.994851 128.934565 \n",
       "L 85.72776 128.624118 \n",
       "L 86.038751 128.562828 \n",
       "L 86.451018 128.167263 \n",
       "L 86.67461 127.862003 \n",
       "L 86.696267 127.497563 \n",
       "L 86.938999 127.213637 \n",
       "L 87.144188 126.620474 \n",
       "L 87.210665 125.972681 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 88.322108 72.958228 \n",
       "L 88.967482 73.057404 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 59.643718 23.703229 \n",
       "L 59.484789 23.856228 \n",
       "L 59.328045 23.341275 \n",
       "L 59.372568 23.246862 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 156.428039 65.933693 \n",
       "L 156.202224 65.326686 \n",
       "L 156.001495 65.087598 \n",
       "L 156.001471 64.718181 \n",
       "L 156.35046 64.962655 \n",
       "L 157.040768 65.763574 \n",
       "L 157.531052 66.436008 \n",
       "L 158.392482 66.827153 \n",
       "L 158.817974 67.554828 \n",
       "L 158.735922 67.695833 \n",
       "L 158.396844 67.699653 \n",
       "L 157.725989 67.464372 \n",
       "L 157.107622 66.678886 \n",
       "L 156.863122 66.63715 \n",
       "L 156.428039 65.933693 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 88.967481 73.057398 \n",
       "L 88.322108 72.958228 \n",
       "L 87.558916 72.808368 \n",
       "L 87.377909 72.516731 \n",
       "L 87.177773 72.49022 \n",
       "L 87.450766 72.787471 \n",
       "L 86.930878 73.06869 \n",
       "L 86.273399 72.932093 \n",
       "L 86.297811 72.605397 \n",
       "L 86.558548 72.332354 \n",
       "L 86.241085 71.901072 \n",
       "L 86.248803 71.753114 \n",
       "L 86.437889 71.634845 \n",
       "L 86.695126 71.685666 \n",
       "L 87.041267 71.640658 \n",
       "L 87.216986 71.809048 \n",
       "L 87.459727 71.756164 \n",
       "L 87.639905 71.556597 \n",
       "L 87.846125 71.654609 \n",
       "L 87.91213 71.853968 \n",
       "L 88.073093 71.603183 \n",
       "L 87.852451 71.434381 \n",
       "L 87.844686 71.167645 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 89.697131 74.285456 \n",
       "L 89.689563 74.317459 \n",
       "L 89.559608 74.394721 \n",
       "L 89.253969 74.396454 \n",
       "L 89.225465 74.323345 \n",
       "L 89.312904 74.108876 \n",
       "L 89.500723 73.954886 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 89.500723 73.954886 \n",
       "L 89.661088 73.828156 \n",
       "L 89.777946 73.966935 \n",
       "L 89.697131 74.285456 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 59.372578 23.246857 \n",
       "L 59.811281 22.676092 \n",
       "L 60.279091 22.139315 \n",
       "L 60.598791 22.429082 \n",
       "L 60.255547 22.88345 \n",
       "L 59.998939 23.101334 \n",
       "L 59.643728 23.703223 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 131.606653 20.532211 \n",
       "L 131.677125 20.552328 \n",
       "L 132.125133 20.964544 \n",
       "L 131.970558 21.445596 \n",
       "L 131.424622 21.577288 \n",
       "L 131.168851 21.320723 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 60.698052 21.320194 \n",
       "L 60.564008 21.351575 \n",
       "L 60.423895 21.640331 \n",
       "L 59.946984 21.540756 \n",
       "L 59.811215 20.943204 \n",
       "L 60.260788 20.53265 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 59.305644 115.459969 \n",
       "L 59.635534 115.70719 \n",
       "L 59.711875 115.834816 \n",
       "L 59.289557 116.159664 \n",
       "L 58.848199 115.76007 \n",
       "L 58.816399 115.620965 \n",
       "L 59.098618 115.651719 \n",
       "L 59.305644 115.459969 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 63.551349 58.881632 \n",
       "L 63.440241 58.931002 \n",
       "L 63.310984 58.954453 \n",
       "L 63.036154 58.935923 \n",
       "L 63.016942 58.902075 \n",
       "L 63.05674 58.627745 \n",
       "L 63.100187 58.410294 \n",
       "L 63.071647 58.27159 \n",
       "L 63.240837 58.211207 \n",
       "L 63.371087 58.339687 \n",
       "L 63.61843 58.410449 \n",
       "L 63.655134 58.479571 \n",
       "L 63.670405 58.628152 \n",
       "L 63.795482 58.675719 \n",
       "L 63.820085 58.740919 \n",
       "L 63.78184 58.769163 \n",
       "L 63.551349 58.881632 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 64.119441 58.87962 \n",
       "L 64.09139 58.791922 \n",
       "L 64.183779 58.60673 \n",
       "L 64.354106 58.613111 \n",
       "L 64.438304 58.593382 \n",
       "L 64.472511 58.614908 \n",
       "L 64.477321 58.695133 \n",
       "L 64.294913 58.820511 \n",
       "L 64.119441 58.87962 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 64.613874 58.695474 \n",
       "L 64.572591 58.636908 \n",
       "L 64.792825 58.403739 \n",
       "L 64.823445 58.488234 \n",
       "L 64.613874 58.695474 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 65.363784 58.344683 \n",
       "L 65.300476 58.355379 \n",
       "L 65.028761 58.348006 \n",
       "L 65.02171 58.29948 \n",
       "L 65.055713 58.272471 \n",
       "L 65.208148 58.130217 \n",
       "L 65.366975 58.168147 \n",
       "L 65.401309 58.1675 \n",
       "L 65.363784 58.344683 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 66.123598 57.961618 \n",
       "L 66.005591 57.871747 \n",
       "L 66.005631 57.777676 \n",
       "L 66.224747 57.708498 \n",
       "L 66.238458 57.76213 \n",
       "L 66.224242 57.870229 \n",
       "L 66.123598 57.961618 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 61.607559 101.598785 \n",
       "L 61.659618 101.760858 \n",
       "L 61.286607 102.16727 \n",
       "L 60.964227 102.332457 \n",
       "L 60.873546 102.22063 \n",
       "L 61.131699 101.931088 \n",
       "L 61.200264 101.661349 \n",
       "L 61.607559 101.598785 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 62.292351 100.784129 \n",
       "L 62.447208 100.9939 \n",
       "L 62.58898 101.324784 \n",
       "L 62.453915 101.410117 \n",
       "L 62.104472 100.916024 \n",
       "L 62.292351 100.784129 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 62.712794 101.299731 \n",
       "L 62.661353 101.807972 \n",
       "L 62.229763 101.921547 \n",
       "L 62.254098 101.795246 \n",
       "L 62.544263 101.658737 \n",
       "L 62.65055 101.331883 \n",
       "L 62.712794 101.299731 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 75.751613 100.544121 \n",
       "L 75.62276 100.813129 \n",
       "L 75.736564 101.074217 \n",
       "L 75.971105 101.337236 \n",
       "L 75.677546 101.336024 \n",
       "L 75.560111 101.248563 \n",
       "L 75.442605 100.723766 \n",
       "L 75.530397 100.53604 \n",
       "L 75.751613 100.544121 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 113.551536 105.172221 \n",
       "L 113.466751 104.487185 \n",
       "L 113.683178 104.169288 \n",
       "L 113.589677 103.810715 \n",
       "L 113.768178 103.484268 \n",
       "L 113.912639 103.007069 \n",
       "L 114.233498 102.876358 \n",
       "L 114.477374 102.587934 \n",
       "L 114.77 102.774757 \n",
       "L 115.111004 103.197359 \n",
       "L 114.815181 103.38311 \n",
       "L 114.645313 103.680509 \n",
       "L 114.919293 103.978793 \n",
       "L 114.607534 104.209254 \n",
       "L 114.742287 104.330256 \n",
       "L 114.997815 104.277972 \n",
       "L 115.477615 104.506377 \n",
       "L 115.945313 104.304573 \n",
       "L 116.13927 104.384016 \n",
       "L 116.235201 104.619352 \n",
       "L 116.349156 104.697944 \n",
       "L 116.70114 104.856898 \n",
       "L 116.435381 104.540839 \n",
       "L 116.562867 104.200107 \n",
       "L 116.878196 104.33186 \n",
       "L 117.334102 104.334553 \n",
       "L 117.212083 104.731219 \n",
       "L 116.835348 104.927198 \n",
       "L 117.110604 105.325215 \n",
       "L 117.333063 105.141159 \n",
       "L 117.535697 105.489185 \n",
       "L 117.910579 105.372312 \n",
       "L 118.29959 105.826355 \n",
       "L 118.651545 106.041147 \n",
       "L 118.719281 106.16455 \n",
       "L 118.332686 106.786033 \n",
       "L 117.800959 107.176682 \n",
       "L 117.373741 107.190481 \n",
       "L 116.979664 107.398809 \n",
       "L 116.590015 107.187219 \n",
       "L 116.390699 106.988461 \n",
       "L 116.4193 106.781367 \n",
       "L 116.339135 106.584935 \n",
       "L 116.094109 106.213494 \n",
       "L 116.319546 105.93624 \n",
       "L 116.119113 105.918133 \n",
       "L 115.956451 106.036146 \n",
       "L 115.526523 105.892504 \n",
       "L 115.164357 105.824857 \n",
       "L 114.389691 105.636927 \n",
       "L 114.170863 105.329933 \n",
       "L 113.551536 105.172221 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 76.868228 99.446774 \n",
       "L 76.979011 99.51491 \n",
       "L 77.159542 99.96313 \n",
       "L 77.213428 100.388752 \n",
       "L 77.143045 100.461086 \n",
       "L 77.024222 100.332993 \n",
       "L 76.867117 99.865076 \n",
       "L 76.868228 99.446774 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 80.06237 91.954451 \n",
       "L 80.251694 91.975868 \n",
       "L 80.284272 92.074745 \n",
       "L 80.210458 92.180476 \n",
       "L 79.908702 92.210546 \n",
       "L 79.903074 92.087516 \n",
       "L 80.023178 91.959054 \n",
       "L 80.06237 91.954451 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 79.885842 91.017495 \n",
       "L 80.188016 91.098076 \n",
       "L 80.313399 91.415363 \n",
       "L 80.214066 91.451773 \n",
       "L 79.823471 91.294161 \n",
       "L 79.768737 91.122728 \n",
       "L 79.885842 91.017495 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 83.219882 91.712488 \n",
       "L 83.010561 91.667941 \n",
       "L 82.87469 91.467583 \n",
       "L 83.091405 91.297543 \n",
       "L 83.40793 91.235181 \n",
       "L 83.563463 91.366511 \n",
       "L 83.504927 91.581067 \n",
       "L 83.298125 91.696884 \n",
       "L 83.219882 91.712488 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 82.924894 87.239349 \n",
       "L 82.646193 87.475719 \n",
       "L 82.430791 87.391667 \n",
       "L 82.547924 87.096071 \n",
       "L 82.461248 86.945985 \n",
       "L 82.66839 86.641547 \n",
       "L 82.864332 86.786051 \n",
       "L 83.124542 86.880534 \n",
       "L 83.002718 87.107221 \n",
       "L 82.924894 87.239349 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 84.617564 85.244327 \n",
       "L 84.39763 85.442919 \n",
       "L 83.853948 85.58547 \n",
       "L 83.46147 85.668455 \n",
       "L 83.210391 86.001259 \n",
       "L 82.984006 86.369114 \n",
       "L 82.737691 86.378032 \n",
       "L 82.658485 86.064782 \n",
       "L 82.458102 86.211258 \n",
       "L 82.248291 86.16529 \n",
       "L 82.303576 85.795838 \n",
       "L 82.432399 85.445027 \n",
       "L 82.389271 85.216277 \n",
       "L 82.193803 84.844808 \n",
       "L 82.117679 84.332513 \n",
       "L 82.081681 83.969855 \n",
       "L 82.350183 83.877457 \n",
       "L 82.5221 83.619347 \n",
       "L 82.476405 83.438955 \n",
       "L 82.941365 83.248265 \n",
       "L 82.986246 83.381257 \n",
       "L 83.053096 83.682256 \n",
       "L 83.008044 83.946638 \n",
       "L 83.091738 84.198159 \n",
       "L 83.243983 83.844567 \n",
       "L 83.23515 83.443507 \n",
       "L 83.276841 83.181662 \n",
       "L 83.494596 83.111504 \n",
       "L 83.668876 83.557021 \n",
       "L 83.691832 83.279466 \n",
       "L 83.881011 82.988908 \n",
       "L 84.279465 83.194268 \n",
       "L 84.487957 83.341324 \n",
       "L 84.785477 83.820629 \n",
       "L 84.662522 83.979673 \n",
       "L 84.40295 83.876475 \n",
       "L 84.551406 84.260353 \n",
       "L 84.256406 84.484837 \n",
       "L 84.543177 84.680605 \n",
       "L 84.356538 84.8338 \n",
       "L 83.802069 84.981593 \n",
       "L 84.037999 85.06522 \n",
       "L 84.616849 84.933712 \n",
       "L 84.703166 85.077264 \n",
       "L 84.617564 85.244327 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 85.509158 89.592439 \n",
       "L 85.709226 89.30184 \n",
       "L 85.900072 89.224885 \n",
       "L 85.966292 89.279733 \n",
       "L 86.067205 89.638282 \n",
       "L 85.915257 90.031238 \n",
       "L 85.782903 90.117377 \n",
       "L 85.715907 89.951306 \n",
       "L 85.646466 89.784307 \n",
       "L 85.498384 89.651168 \n",
       "L 85.509158 89.592439 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 105.694808 79.376441 \n",
       "L 105.422748 79.353593 \n",
       "L 105.276322 79.20798 \n",
       "L 105.343809 78.898987 \n",
       "L 105.460383 78.802612 \n",
       "L 105.594155 79.013456 \n",
       "L 105.707299 79.336757 \n",
       "L 105.694808 79.376441 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 104.042557 78.893234 \n",
       "L 103.940161 78.505877 \n",
       "L 104.227146 78.50449 \n",
       "L 104.32989 78.730401 \n",
       "L 104.302776 79.089275 \n",
       "L 104.127907 79.166138 \n",
       "L 104.042557 78.893234 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 104.367023 80.276832 \n",
       "L 104.208755 79.941381 \n",
       "L 104.199133 79.340711 \n",
       "L 104.623094 79.203896 \n",
       "L 104.897382 79.688538 \n",
       "L 105.138415 79.8432 \n",
       "L 104.94169 80.280098 \n",
       "L 104.549983 80.390816 \n",
       "L 104.367023 80.276832 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 86.75136 86.236852 \n",
       "L 86.829183 86.235042 \n",
       "L 86.578269 86.382631 \n",
       "L 86.283984 86.437516 \n",
       "L 85.847702 86.443208 \n",
       "L 85.751862 86.207558 \n",
       "L 85.822416 86.035812 \n",
       "L 86.158509 85.997147 \n",
       "L 86.08767 85.766731 \n",
       "L 86.53515 85.71316 \n",
       "L 86.532835 85.86312 \n",
       "L 86.756916 86.042907 \n",
       "L 86.75136 86.236852 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 103.62163 85.060549 \n",
       "L 103.969258 84.774893 \n",
       "L 104.212862 84.810668 \n",
       "L 104.411688 85.512745 \n",
       "L 103.641757 85.239161 \n",
       "L 103.578699 85.143234 \n",
       "L 103.62163 85.060549 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 102.463542 85.895064 \n",
       "L 102.356228 85.668546 \n",
       "L 102.68975 85.519494 \n",
       "L 103.302815 85.335891 \n",
       "L 103.843902 85.405324 \n",
       "L 103.894571 85.665875 \n",
       "L 103.680087 85.963416 \n",
       "L 103.421657 86.110877 \n",
       "L 102.976509 86.113652 \n",
       "L 102.829761 86.229107 \n",
       "L 102.463542 85.895064 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 89.17791 86.113601 \n",
       "L 89.376528 86.143686 \n",
       "L 89.440095 86.23244 \n",
       "L 89.570317 86.160677 \n",
       "L 89.651724 86.36867 \n",
       "L 89.362481 86.573026 \n",
       "L 89.220836 86.967391 \n",
       "L 88.864231 87.174249 \n",
       "L 88.722843 87.364791 \n",
       "L 88.501777 87.276607 \n",
       "L 88.005054 87.206826 \n",
       "L 87.903542 87.012233 \n",
       "L 87.913905 86.74943 \n",
       "L 88.122295 86.568546 \n",
       "L 88.335785 86.521521 \n",
       "L 88.513145 86.571519 \n",
       "L 88.463369 86.373233 \n",
       "L 88.636941 86.213612 \n",
       "L 88.895929 86.095136 \n",
       "L 89.17791 86.113601 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 90.057559 86.341679 \n",
       "L 90.208742 86.435734 \n",
       "L 90.257534 86.527287 \n",
       "L 90.407444 86.656501 \n",
       "L 90.672602 86.69375 \n",
       "L 90.676922 86.800921 \n",
       "L 90.543729 86.95046 \n",
       "L 90.887286 86.877756 \n",
       "L 91.023189 86.933469 \n",
       "L 91.14605 87.031217 \n",
       "L 91.275236 87.230592 \n",
       "L 91.232794 87.299747 \n",
       "L 91.437689 87.440335 \n",
       "L 91.489474 87.603557 \n",
       "L 91.547171 87.766112 \n",
       "L 91.626533 87.965477 \n",
       "L 91.663892 88.150398 \n",
       "L 91.621751 88.375125 \n",
       "L 91.488412 88.481405 \n",
       "L 91.141488 88.488664 \n",
       "L 90.909592 88.391131 \n",
       "L 90.747038 88.404818 \n",
       "L 90.867702 88.566309 \n",
       "L 90.42946 88.604821 \n",
       "L 90.193578 88.568943 \n",
       "L 89.675476 88.689508 \n",
       "L 89.473092 88.54969 \n",
       "L 89.330597 88.550703 \n",
       "L 89.112363 88.284111 \n",
       "L 89.117587 88.457058 \n",
       "L 88.985283 88.438144 \n",
       "L 88.769204 88.663303 \n",
       "L 88.534216 88.658491 \n",
       "L 88.297265 88.565079 \n",
       "L 88.062279 88.613684 \n",
       "L 87.825072 88.526075 \n",
       "L 87.71168 88.598875 \n",
       "L 87.83014 88.793194 \n",
       "L 87.702682 88.859554 \n",
       "L 87.228657 88.678196 \n",
       "L 87.235797 88.282192 \n",
       "L 87.007804 87.935325 \n",
       "L 87.008514 87.718029 \n",
       "L 86.960096 87.461154 \n",
       "L 87.225385 87.364543 \n",
       "L 87.425245 87.557851 \n",
       "L 87.813015 87.366701 \n",
       "L 87.876139 87.42607 \n",
       "L 87.745507 87.8287 \n",
       "L 88.046406 87.538802 \n",
       "L 88.092283 87.315542 \n",
       "L 88.342834 87.334361 \n",
       "L 88.546395 87.481269 \n",
       "L 88.755279 87.438785 \n",
       "L 88.926246 87.212018 \n",
       "L 89.209617 87.067048 \n",
       "L 89.281722 87.343675 \n",
       "L 89.250071 87.444985 \n",
       "L 89.518623 87.50936 \n",
       "L 89.498682 87.270774 \n",
       "L 89.34237 86.950366 \n",
       "L 89.489388 86.71873 \n",
       "L 89.707891 86.570552 \n",
       "L 89.855296 86.416259 \n",
       "L 90.057559 86.341679 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 92.513243 89.232642 \n",
       "L 92.955254 89.078968 \n",
       "L 93.164428 89.250999 \n",
       "L 93.370956 89.095514 \n",
       "L 93.626718 89.16661 \n",
       "L 94.124457 89.482379 \n",
       "L 94.422 90.12199 \n",
       "L 94.204843 90.314074 \n",
       "L 93.438959 90.113155 \n",
       "L 93.742678 90.291595 \n",
       "L 93.916146 90.588631 \n",
       "L 94.140195 90.459166 \n",
       "L 94.143846 90.697331 \n",
       "L 93.937963 91.014661 \n",
       "L 94.718946 90.727174 \n",
       "L 94.961775 90.895232 \n",
       "L 94.972198 91.167818 \n",
       "L 94.415109 91.657356 \n",
       "L 94.067497 91.681311 \n",
       "L 94.295697 91.769218 \n",
       "L 93.88017 92.527195 \n",
       "L 93.713744 93.170529 \n",
       "L 93.769332 93.583089 \n",
       "L 93.562315 93.554791 \n",
       "L 93.299016 93.673519 \n",
       "L 93.460068 94.041108 \n",
       "L 93.36605 94.527428 \n",
       "L 93.199385 94.537649 \n",
       "L 93.260028 95.067941 \n",
       "L 92.915371 95.015149 \n",
       "L 93.027332 95.289699 \n",
       "L 92.92224 95.469798 \n",
       "L 92.458344 95.42283 \n",
       "L 92.541127 95.853304 \n",
       "L 92.469436 96.095289 \n",
       "L 92.218382 95.768034 \n",
       "L 92.086021 95.883166 \n",
       "L 92.262422 96.091665 \n",
       "L 92.379751 96.490177 \n",
       "L 92.315711 96.943672 \n",
       "L 91.966173 96.947853 \n",
       "L 91.792671 96.318419 \n",
       "L 91.723361 96.698825 \n",
       "L 91.418526 96.901647 \n",
       "L 92.122031 97.197728 \n",
       "L 90.81377 97.717375 \n",
       "L 89.692443 97.669217 \n",
       "L 89.166708 98.058773 \n",
       "L 88.420033 98.121691 \n",
       "L 87.747433 98.030246 \n",
       "L 87.400054 98.212802 \n",
       "L 87.19152 98.534865 \n",
       "L 86.89522 98.7711 \n",
       "L 86.318334 98.912299 \n",
       "L 86.164402 99.322065 \n",
       "L 85.402513 99.989124 \n",
       "L 85.071708 99.795517 \n",
       "L 85.017614 99.203603 \n",
       "L 84.602054 98.875837 \n",
       "L 84.593194 98.483784 \n",
       "L 84.802853 97.966139 \n",
       "L 85.069566 96.826047 \n",
       "L 85.375791 96.439658 \n",
       "L 85.48936 95.854572 \n",
       "L 85.824718 95.61283 \n",
       "L 85.853443 95.372689 \n",
       "L 86.446711 95.042706 \n",
       "L 86.811842 95.094536 \n",
       "L 87.341687 94.670364 \n",
       "L 86.72748 94.600925 \n",
       "L 86.679415 94.303529 \n",
       "L 87.19485 93.859074 \n",
       "L 87.324432 93.970961 \n",
       "L 87.504056 94.335941 \n",
       "L 87.52378 93.608652 \n",
       "L 87.340512 93.541725 \n",
       "L 87.333211 93.337524 \n",
       "L 87.841842 93.099021 \n",
       "L 88.104197 92.505756 \n",
       "L 88.410324 91.946662 \n",
       "L 88.443413 91.653575 \n",
       "L 88.623379 91.490763 \n",
       "L 88.625445 90.978184 \n",
       "L 88.224135 90.439115 \n",
       "L 87.991576 90.184325 \n",
       "L 88.241695 89.550006 \n",
       "L 88.759092 89.934356 \n",
       "L 88.581147 89.393338 \n",
       "L 88.642839 89.026146 \n",
       "L 88.851782 88.923635 \n",
       "L 89.809902 89.324425 \n",
       "L 90.012587 89.226265 \n",
       "L 90.022214 88.864247 \n",
       "L 90.274555 88.797579 \n",
       "L 90.963592 88.876421 \n",
       "L 91.157282 88.668186 \n",
       "L 91.673885 88.852468 \n",
       "L 91.865127 89.035821 \n",
       "L 91.799697 89.244799 \n",
       "L 92.20326 89.136674 \n",
       "L 92.303383 89.840828 \n",
       "L 92.337558 89.441893 \n",
       "L 92.513243 89.232642 \n",
       "L 92.513243 89.232642 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "    <path d=\"M 84.91578 85.219636 \n",
       "L 84.949314 85.434289 \n",
       "L 84.831864 85.565289 \n",
       "L 84.447418 85.443853 \n",
       "L 84.833797 85.167575 \n",
       "L 84.91578 85.219636 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #000000\"/>\n",
       "   </g>\n",
       "   <g id=\"LineCollection_1\">\n",
       "    <path d=\"M 50.626265 8.526126 \n",
       "L 51.525772 10.040067 \n",
       "L 52.404147 11.518442 \n",
       "L 53.255849 12.951923 \n",
       "L 54.082321 14.34294 \n",
       "L 54.884906 15.693752 \n",
       "L 55.664854 17.006466 \n",
       "L 56.423333 18.283046 \n",
       "L 57.161433 19.525326 \n",
       "L 57.880175 20.735025 \n",
       "L 58.580513 21.913749 \n",
       "L 59.263343 23.063006 \n",
       "L 59.929506 24.18421 \n",
       "L 60.579792 25.278692 \n",
       "L 61.214944 26.347702 \n",
       "L 61.835661 27.392419 \n",
       "L 62.442605 28.413953 \n",
       "L 63.036398 29.413352 \n",
       "L 63.617628 30.391608 \n",
       "L 64.186851 31.349655 \n",
       "L 64.744595 32.288382 \n",
       "L 65.291358 33.208627 \n",
       "L 65.827614 34.111187 \n",
       "L 66.353811 34.996818 \n",
       "L 66.870376 35.866239 \n",
       "L 67.377716 36.720131 \n",
       "L 67.876216 37.559146 \n",
       "L 68.366245 38.383902 \n",
       "L 68.848152 39.19499 \n",
       "L 69.322273 39.992973 \n",
       "L 69.788927 40.778388 \n",
       "L 70.24842 41.551752 \n",
       "L 70.701045 42.313554 \n",
       "L 71.147081 43.064268 \n",
       "L 71.586797 43.804343 \n",
       "L 72.020449 44.534215 \n",
       "L 72.448286 45.254297 \n",
       "L 72.870544 45.964991 \n",
       "L 73.287453 46.666681 \n",
       "L 73.699231 47.359737 \n",
       "L 74.106092 48.044515 \n",
       "L 74.508239 48.72136 \n",
       "L 74.90587 49.390604 \n",
       "L 75.299175 50.052568 \n",
       "L 75.68834 50.707563 \n",
       "L 76.073543 51.35589 \n",
       "L 76.454958 51.99784 \n",
       "L 76.832752 52.633697 \n",
       "L 77.207089 53.263737 \n",
       "L 77.578129 53.888226 \n",
       "L 77.946027 54.507427 \n",
       "L 78.310933 55.121593 \n",
       "L 78.672996 55.730973 \n",
       "L 79.03236 56.335811 \n",
       "L 79.389167 56.936344 \n",
       "L 79.743555 57.532808 \n",
       "L 80.095662 58.125431 \n",
       "L 80.445621 58.714439 \n",
       "L 80.793566 59.300057 \n",
       "L 81.139626 59.882504 \n",
       "L 81.483933 60.461999 \n",
       "L 81.826614 61.038758 \n",
       "L 82.167797 61.612996 \n",
       "L 82.50761 62.184928 \n",
       "L 82.84618 62.754768 \n",
       "L 83.183635 63.322731 \n",
       "L 83.520102 63.889031 \n",
       "L 83.855709 64.453885 \n",
       "L 84.190588 65.017513 \n",
       "L 84.52487 65.580135 \n",
       "L 84.858688 66.141977 \n",
       "L 85.192179 66.703269 \n",
       "L 85.525483 67.264245 \n",
       "L 85.858743 67.825147 \n",
       "L 86.192107 68.386225 \n",
       "L 86.525727 68.947735 \n",
       "L 86.859765 69.509947 \n",
       "L 87.194387 70.073141 \n",
       "L 87.529768 70.637614 \n",
       "L 87.866094 71.203677 \n",
       "L 88.203563 71.771663 \n",
       "L 88.542385 72.341928 \n",
       "L 88.88279 72.914855 \n",
       "L 89.225024 73.490862 \n",
       "L 89.569359 74.070406 \n",
       "L 89.916096 74.653991 \n",
       "L 90.265569 75.242182 \n",
       "L 90.618158 75.835615 \n",
       "L 90.974293 76.43502 \n",
       "L 91.334479 77.04124 \n",
       "L 91.699306 77.655273 \n",
       "L 92.069487 78.278317 \n",
       "L 92.445898 78.911846 \n",
       "L 92.829646 79.557724 \n",
       "L 93.222184 80.218397 \n",
       "L 93.625503 80.897214 \n",
       "L 94.042508 81.599066 \n",
       "L 94.477836 82.331757 \n",
       "L 94.940059 83.109713 \n",
       "L 95.450499 83.968825 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8\"/>\n",
       "    <path d=\"M 8.316673 70.962556 \n",
       "L 10.056172 71.236918 \n",
       "L 11.754806 71.504835 \n",
       "L 13.401857 71.764616 \n",
       "L 15.000117 72.016701 \n",
       "L 16.552183 72.2615 \n",
       "L 18.060474 72.499395 \n",
       "L 19.527248 72.730742 \n",
       "L 20.954613 72.955873 \n",
       "L 22.344541 73.175099 \n",
       "L 23.69888 73.388712 \n",
       "L 25.019361 73.596984 \n",
       "L 26.307611 73.800173 \n",
       "L 27.565156 73.998519 \n",
       "L 28.793435 74.192249 \n",
       "L 29.993801 74.381577 \n",
       "L 31.16753 74.566703 \n",
       "L 32.315827 74.747818 \n",
       "L 33.43983 74.925101 \n",
       "L 34.540615 75.098722 \n",
       "L 35.619199 75.268842 \n",
       "L 36.676549 75.435612 \n",
       "L 37.713579 75.599177 \n",
       "L 38.731158 75.759675 \n",
       "L 39.730111 75.917234 \n",
       "L 40.711223 76.07198 \n",
       "L 41.67524 76.22403 \n",
       "L 42.622874 76.373495 \n",
       "L 43.554803 76.520483 \n",
       "L 44.471675 76.665097 \n",
       "L 45.374108 76.807433 \n",
       "L 46.262692 76.947585 \n",
       "L 47.137994 77.085641 \n",
       "L 48.000554 77.221688 \n",
       "L 48.850891 77.355808 \n",
       "L 49.689504 77.488078 \n",
       "L 50.51687 77.618574 \n",
       "L 51.333448 77.747369 \n",
       "L 52.13968 77.874531 \n",
       "L 52.935992 78.00013 \n",
       "L 53.722794 78.124228 \n",
       "L 54.50048 78.246888 \n",
       "L 55.269433 78.368171 \n",
       "L 56.030021 78.488135 \n",
       "L 56.782602 78.606835 \n",
       "L 57.527521 78.724328 \n",
       "L 58.265114 78.840664 \n",
       "L 58.995705 78.955897 \n",
       "L 59.719612 79.070075 \n",
       "L 60.437143 79.183247 \n",
       "L 61.148596 79.295461 \n",
       "L 61.854265 79.406762 \n",
       "L 62.554435 79.517197 \n",
       "L 63.249386 79.626808 \n",
       "L 63.939391 79.735639 \n",
       "L 64.62472 79.843732 \n",
       "L 65.305636 79.951129 \n",
       "L 65.9824 80.057872 \n",
       "L 66.655267 80.164 \n",
       "L 67.324491 80.269553 \n",
       "L 67.990323 80.374571 \n",
       "L 68.653012 80.479094 \n",
       "L 69.312805 80.583159 \n",
       "L 69.969947 80.686807 \n",
       "L 70.624686 80.790075 \n",
       "L 71.277267 80.893004 \n",
       "L 71.927939 80.995631 \n",
       "L 72.576949 81.097996 \n",
       "L 73.22455 81.200138 \n",
       "L 73.870996 81.302099 \n",
       "L 74.516545 81.403918 \n",
       "L 75.161462 81.505638 \n",
       "L 75.806017 81.6073 \n",
       "L 76.450486 81.708949 \n",
       "L 77.095157 81.810629 \n",
       "L 77.740325 81.912388 \n",
       "L 78.386299 82.014274 \n",
       "L 79.033402 82.116339 \n",
       "L 79.681974 82.218634 \n",
       "L 80.332373 82.321218 \n",
       "L 80.984982 82.424151 \n",
       "L 81.640208 82.527497 \n",
       "L 82.298495 82.631325 \n",
       "L 82.960319 82.735711 \n",
       "L 83.626208 82.840738 \n",
       "L 84.29674 82.946497 \n",
       "L 84.972563 83.053092 \n",
       "L 85.654411 83.160636 \n",
       "L 86.343119 83.269262 \n",
       "L 87.039658 83.379124 \n",
       "L 87.745174 83.490401 \n",
       "L 88.461044 83.603311 \n",
       "L 89.18896 83.718122 \n",
       "L 89.931066 83.83517 \n",
       "L 90.69017 83.9549 \n",
       "L 91.470123 84.077918 \n",
       "L 92.276541 84.20511 \n",
       "L 93.118393 84.337891 \n",
       "L 94.012256 84.478875 \n",
       "L 94.999364 84.634567 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8\"/>\n",
       "    <path d=\"M 29.354808 143.390494 \n",
       "L 30.676627 142.226911 \n",
       "L 31.967394 141.090664 \n",
       "L 33.218963 139.988921 \n",
       "L 34.433457 138.919815 \n",
       "L 35.612849 137.88161 \n",
       "L 36.758977 136.872686 \n",
       "L 37.873556 135.891534 \n",
       "L 38.958189 134.936743 \n",
       "L 40.014375 134.006995 \n",
       "L 41.043517 133.101053 \n",
       "L 42.046931 132.217758 \n",
       "L 43.025852 131.356024 \n",
       "L 43.981442 130.514829 \n",
       "L 44.914793 129.693211 \n",
       "L 45.826933 128.890264 \n",
       "L 46.718833 128.105135 \n",
       "L 47.591406 127.337018 \n",
       "L 48.445519 126.585151 \n",
       "L 49.281989 125.848816 \n",
       "L 50.101589 125.127331 \n",
       "L 50.905054 124.42005 \n",
       "L 51.693077 123.726362 \n",
       "L 52.46632 123.045685 \n",
       "L 53.22541 122.377467 \n",
       "L 53.970942 121.721183 \n",
       "L 54.703484 121.076334 \n",
       "L 55.423577 120.442444 \n",
       "L 56.131736 119.81906 \n",
       "L 56.828453 119.205747 \n",
       "L 57.514198 118.602093 \n",
       "L 58.18942 118.007703 \n",
       "L 58.854549 117.422197 \n",
       "L 59.509995 116.845215 \n",
       "L 60.156154 116.276409 \n",
       "L 60.793403 115.715445 \n",
       "L 61.422106 115.162005 \n",
       "L 62.042612 114.615781 \n",
       "L 62.655256 114.076477 \n",
       "L 63.260361 113.543809 \n",
       "L 63.85824 113.017504 \n",
       "L 64.449192 112.497295 \n",
       "L 65.033507 111.982928 \n",
       "L 65.611467 111.474157 \n",
       "L 66.183342 110.970742 \n",
       "L 66.749395 110.472451 \n",
       "L 67.309881 109.979062 \n",
       "L 67.865046 109.490356 \n",
       "L 68.415133 109.006121 \n",
       "L 68.960373 108.526152 \n",
       "L 69.500996 108.050248 \n",
       "L 70.037223 107.578213 \n",
       "L 70.569272 107.109856 \n",
       "L 71.097354 106.644991 \n",
       "L 71.621679 106.183433 \n",
       "L 72.14245 105.725004 \n",
       "L 72.659868 105.269527 \n",
       "L 73.174131 104.816827 \n",
       "L 73.685433 104.366734 \n",
       "L 74.193966 103.919077 \n",
       "L 74.699922 103.47369 \n",
       "L 75.203489 103.030405 \n",
       "L 75.704856 102.589058 \n",
       "L 76.204208 102.149483 \n",
       "L 76.701735 101.711516 \n",
       "L 77.197622 101.274993 \n",
       "L 77.692057 100.839747 \n",
       "L 78.18523 100.405612 \n",
       "L 78.677332 99.97242 \n",
       "L 79.168557 99.54 \n",
       "L 79.6591 99.10818 \n",
       "L 80.149163 98.676783 \n",
       "L 80.63895 98.245629 \n",
       "L 81.128673 97.814531 \n",
       "L 81.618548 97.383299 \n",
       "L 82.108802 96.951735 \n",
       "L 82.599668 96.519631 \n",
       "L 83.091392 96.086771 \n",
       "L 83.584232 95.65293 \n",
       "L 84.078461 95.217866 \n",
       "L 84.574368 94.781324 \n",
       "L 85.072265 94.343031 \n",
       "L 85.572487 93.902691 \n",
       "L 86.075398 93.459984 \n",
       "L 86.581396 93.014559 \n",
       "L 87.090923 92.566028 \n",
       "L 87.604472 92.113957 \n",
       "L 88.122597 91.657857 \n",
       "L 88.645936 91.197167 \n",
       "L 89.175226 90.731239 \n",
       "L 89.711337 90.259306 \n",
       "L 90.255316 89.780448 \n",
       "L 90.808449 89.293532 \n",
       "L 91.372364 88.797123 \n",
       "L 91.949196 88.289345 \n",
       "L 92.54187 87.76762 \n",
       "L 93.154655 87.228192 \n",
       "L 93.794366 86.665061 \n",
       "L 94.473599 86.06714 \n",
       "L 95.223688 85.406845 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8\"/>\n",
       "    <path d=\"M 98.529933 173.443971 \n",
       "L 98.478387 171.683723 \n",
       "L 98.428051 169.964827 \n",
       "L 98.379245 168.298129 \n",
       "L 98.331884 166.680804 \n",
       "L 98.285892 165.110224 \n",
       "L 98.241197 163.583942 \n",
       "L 98.197732 162.099672 \n",
       "L 98.155435 160.655281 \n",
       "L 98.114248 159.248773 \n",
       "L 98.074115 157.878279 \n",
       "L 98.034986 156.542047 \n",
       "L 97.996811 155.238431 \n",
       "L 97.959546 153.965885 \n",
       "L 97.923149 152.722954 \n",
       "L 97.887579 151.50827 \n",
       "L 97.852798 150.32054 \n",
       "L 97.818771 149.158546 \n",
       "L 97.785463 148.021135 \n",
       "L 97.752844 146.90722 \n",
       "L 97.720883 145.81577 \n",
       "L 97.68955 144.745808 \n",
       "L 97.65882 143.696407 \n",
       "L 97.628667 142.666691 \n",
       "L 97.599065 141.655822 \n",
       "L 97.569992 140.663007 \n",
       "L 97.541425 139.687491 \n",
       "L 97.513344 138.728553 \n",
       "L 97.485729 137.785507 \n",
       "L 97.458559 136.857699 \n",
       "L 97.431817 135.944501 \n",
       "L 97.405486 135.045318 \n",
       "L 97.379549 134.159575 \n",
       "L 97.353989 133.286726 \n",
       "L 97.328791 132.426246 \n",
       "L 97.30394 131.57763 \n",
       "L 97.279423 130.740395 \n",
       "L 97.255226 129.914076 \n",
       "L 97.231335 129.098227 \n",
       "L 97.207738 128.292416 \n",
       "L 97.184423 127.496229 \n",
       "L 97.161378 126.709267 \n",
       "L 97.138591 125.931142 \n",
       "L 97.116053 125.161481 \n",
       "L 97.093752 124.399923 \n",
       "L 97.071678 123.646118 \n",
       "L 97.049821 122.899727 \n",
       "L 97.028171 122.16042 \n",
       "L 97.00672 121.427878 \n",
       "L 96.985458 120.701789 \n",
       "L 96.964375 119.981849 \n",
       "L 96.943464 119.267763 \n",
       "L 96.922716 118.559241 \n",
       "L 96.902123 117.856001 \n",
       "L 96.881676 117.157764 \n",
       "L 96.861368 116.464261 \n",
       "L 96.841191 115.775222 \n",
       "L 96.821136 115.090386 \n",
       "L 96.801197 114.409493 \n",
       "L 96.781366 113.732286 \n",
       "L 96.761636 113.058511 \n",
       "L 96.741998 112.387918 \n",
       "L 96.722447 111.720255 \n",
       "L 96.702974 111.055274 \n",
       "L 96.683572 110.392725 \n",
       "L 96.664234 109.732359 \n",
       "L 96.644953 109.073927 \n",
       "L 96.625721 108.417175 \n",
       "L 96.606531 107.761849 \n",
       "L 96.587375 107.107692 \n",
       "L 96.568246 106.454442 \n",
       "L 96.549135 105.801833 \n",
       "L 96.530035 105.14959 \n",
       "L 96.510937 104.497433 \n",
       "L 96.491834 103.845072 \n",
       "L 96.472716 103.192209 \n",
       "L 96.453574 102.538529 \n",
       "L 96.434398 101.883707 \n",
       "L 96.415179 101.227399 \n",
       "L 96.395906 100.569241 \n",
       "L 96.376568 99.908848 \n",
       "L 96.357152 99.245805 \n",
       "L 96.337645 98.579667 \n",
       "L 96.318033 97.909948 \n",
       "L 96.298301 97.236117 \n",
       "L 96.278431 96.557586 \n",
       "L 96.258405 95.873701 \n",
       "L 96.238199 95.18372 \n",
       "L 96.217791 94.486797 \n",
       "L 96.197151 93.781949 \n",
       "L 96.176244 93.068017 \n",
       "L 96.155031 92.343609 \n",
       "L 96.133461 91.60701 \n",
       "L 96.11147 90.856051 \n",
       "L 96.088976 90.087893 \n",
       "L 96.065864 89.298636 \n",
       "L 96.041967 88.482599 \n",
       "L 96.017021 87.630704 \n",
       "L 95.990533 86.72618 \n",
       "L 95.961282 85.727297 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8\"/>\n",
       "    <path d=\"M 165.827887 139.394086 \n",
       "L 164.440244 138.309845 \n",
       "L 163.0852 137.251077 \n",
       "L 161.771304 136.224459 \n",
       "L 160.496331 135.228254 \n",
       "L 159.258208 134.260842 \n",
       "L 158.055005 133.320715 \n",
       "L 156.884921 132.406466 \n",
       "L 155.746276 131.51678 \n",
       "L 154.637494 130.65043 \n",
       "L 153.557103 129.806262 \n",
       "L 152.503721 128.983198 \n",
       "L 151.476051 128.180224 \n",
       "L 150.472874 127.396388 \n",
       "L 149.493044 126.630794 \n",
       "L 148.535481 125.882599 \n",
       "L 147.599167 125.151006 \n",
       "L 146.683141 124.435266 \n",
       "L 145.786495 123.734668 \n",
       "L 144.90837 123.048542 \n",
       "L 144.047955 122.376254 \n",
       "L 143.20448 121.717201 \n",
       "L 142.377214 121.070814 \n",
       "L 141.565465 120.436551 \n",
       "L 140.768575 119.813897 \n",
       "L 139.985917 119.202364 \n",
       "L 139.216895 118.601487 \n",
       "L 138.460943 118.01082 \n",
       "L 137.717519 117.429943 \n",
       "L 136.986106 116.858451 \n",
       "L 136.266212 116.295959 \n",
       "L 135.557366 115.742099 \n",
       "L 134.859115 115.196518 \n",
       "L 134.171029 114.658879 \n",
       "L 133.492692 114.128859 \n",
       "L 132.823709 113.606146 \n",
       "L 132.163698 113.090444 \n",
       "L 131.512293 112.581466 \n",
       "L 130.86914 112.078936 \n",
       "L 130.233902 111.58259 \n",
       "L 129.60625 111.092172 \n",
       "L 128.985869 110.607436 \n",
       "L 128.372456 110.128143 \n",
       "L 127.765715 109.654063 \n",
       "L 127.165362 109.184975 \n",
       "L 126.57112 108.720662 \n",
       "L 125.982724 108.260916 \n",
       "L 125.399912 107.805534 \n",
       "L 124.822432 107.354318 \n",
       "L 124.25004 106.907077 \n",
       "L 123.682495 106.463624 \n",
       "L 123.119565 106.023776 \n",
       "L 122.561021 105.587356 \n",
       "L 122.006641 105.154189 \n",
       "L 121.456205 104.724104 \n",
       "L 120.909501 104.296935 \n",
       "L 120.366316 103.872515 \n",
       "L 119.826445 103.450685 \n",
       "L 119.289681 103.031282 \n",
       "L 118.755823 102.614151 \n",
       "L 118.224672 102.199133 \n",
       "L 117.696028 101.786076 \n",
       "L 117.169695 101.374823 \n",
       "L 116.645475 100.965222 \n",
       "L 116.123173 100.557119 \n",
       "L 115.602592 100.150361 \n",
       "L 115.083534 99.744794 \n",
       "L 114.565802 99.340261 \n",
       "L 114.049194 98.936608 \n",
       "L 113.533508 98.533674 \n",
       "L 113.018536 98.131299 \n",
       "L 112.504069 97.729319 \n",
       "L 111.989891 97.327564 \n",
       "L 111.475781 96.925862 \n",
       "L 110.961511 96.524035 \n",
       "L 110.446844 96.121898 \n",
       "L 109.931533 95.719258 \n",
       "L 109.415322 95.315915 \n",
       "L 108.89794 94.911656 \n",
       "L 108.3791 94.506258 \n",
       "L 107.858497 94.099483 \n",
       "L 107.335805 93.691076 \n",
       "L 106.810673 93.280763 \n",
       "L 106.282719 92.868243 \n",
       "L 105.751523 92.453191 \n",
       "L 105.216622 92.035244 \n",
       "L 104.6775 91.613999 \n",
       "L 104.133573 91.189 \n",
       "L 103.584172 90.759724 \n",
       "L 103.028525 90.325566 \n",
       "L 102.465716 89.885814 \n",
       "L 101.894649 89.439608 \n",
       "L 101.313971 88.985893 \n",
       "L 100.721974 88.523334 \n",
       "L 100.116417 88.05018 \n",
       "L 99.494229 87.564031 \n",
       "L 98.850928 87.061385 \n",
       "L 98.17936 86.536653 \n",
       "L 97.466303 85.979503 \n",
       "L 96.678861 85.364233 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8\"/>\n",
       "    <path d=\"M 182.591721 65.859174 \n",
       "L 180.871257 66.234856 \n",
       "L 179.191212 66.601712 \n",
       "L 177.562184 66.957428 \n",
       "L 175.981414 67.302606 \n",
       "L 174.446333 67.637808 \n",
       "L 172.954547 67.963556 \n",
       "L 171.503824 68.280337 \n",
       "L 170.092079 68.588607 \n",
       "L 168.717361 68.888792 \n",
       "L 167.377843 69.18129 \n",
       "L 166.071812 69.466476 \n",
       "L 164.79766 69.744701 \n",
       "L 163.553876 70.016295 \n",
       "L 162.339038 70.281568 \n",
       "L 161.151808 70.540812 \n",
       "L 159.990923 70.794304 \n",
       "L 158.855192 71.042304 \n",
       "L 157.743489 71.285056 \n",
       "L 156.654751 71.522794 \n",
       "L 155.587969 71.755737 \n",
       "L 154.54219 71.984095 \n",
       "L 153.516508 72.208063 \n",
       "L 152.510065 72.427831 \n",
       "L 151.522044 72.643576 \n",
       "L 150.551669 72.855468 \n",
       "L 149.598201 73.063668 \n",
       "L 148.660937 73.26833 \n",
       "L 147.739206 73.4696 \n",
       "L 146.832367 73.667618 \n",
       "L 145.93981 73.862518 \n",
       "L 145.060949 74.054427 \n",
       "L 144.195226 74.243467 \n",
       "L 143.342106 74.429755 \n",
       "L 142.501073 74.613403 \n",
       "L 141.671638 74.79452 \n",
       "L 140.853326 74.973207 \n",
       "L 140.045684 75.149565 \n",
       "L 139.248274 75.323688 \n",
       "L 138.460676 75.495668 \n",
       "L 137.682485 75.665595 \n",
       "L 136.913309 75.833553 \n",
       "L 136.152771 75.999624 \n",
       "L 135.400506 76.16389 \n",
       "L 134.656161 76.326426 \n",
       "L 133.919393 76.487307 \n",
       "L 133.189872 76.646606 \n",
       "L 132.467275 76.804393 \n",
       "L 131.75129 76.960736 \n",
       "L 131.041612 77.115702 \n",
       "L 130.337944 77.269355 \n",
       "L 129.639997 77.421759 \n",
       "L 128.947489 77.572976 \n",
       "L 128.260143 77.723066 \n",
       "L 127.577689 77.872087 \n",
       "L 126.89986 78.020098 \n",
       "L 126.226395 78.167157 \n",
       "L 125.557037 78.313318 \n",
       "L 124.891533 78.458638 \n",
       "L 124.229632 78.603172 \n",
       "L 123.571087 78.746972 \n",
       "L 122.91565 78.890094 \n",
       "L 122.263078 79.03259 \n",
       "L 121.613126 79.174514 \n",
       "L 120.965552 79.315919 \n",
       "L 120.320112 79.456858 \n",
       "L 119.676561 79.597384 \n",
       "L 119.034653 79.737552 \n",
       "L 118.394139 79.877415 \n",
       "L 117.754767 80.017029 \n",
       "L 117.116282 80.156449 \n",
       "L 116.478423 80.295733 \n",
       "L 115.840921 80.434938 \n",
       "L 115.203505 80.574125 \n",
       "L 114.565889 80.713355 \n",
       "L 113.927781 80.852693 \n",
       "L 113.288876 80.992205 \n",
       "L 112.648854 81.131961 \n",
       "L 112.007379 81.272034 \n",
       "L 111.364098 81.412501 \n",
       "L 110.718631 81.553446 \n",
       "L 110.070574 81.694956 \n",
       "L 109.419491 81.837127 \n",
       "L 108.764909 81.980062 \n",
       "L 108.106308 82.123875 \n",
       "L 107.443114 82.268691 \n",
       "L 106.774686 82.414649 \n",
       "L 106.1003 82.561909 \n",
       "L 105.419128 82.71065 \n",
       "L 104.730211 82.861083 \n",
       "L 104.032416 83.013454 \n",
       "L 103.32438 83.168061 \n",
       "L 102.604429 83.32527 \n",
       "L 101.870444 83.485544 \n",
       "L 101.119647 83.649489 \n",
       "L 100.34823 83.817936 \n",
       "L 99.550636 83.992099 \n",
       "L 98.717996 84.173915 \n",
       "L 97.833915 84.366964 \n",
       "L 96.857609 84.580151 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8\"/>\n",
       "    <path d=\"M 50.626265 8.526126 \n",
       "L 51.525772 10.040067 \n",
       "L 52.404147 11.518442 \n",
       "L 53.255849 12.951923 \n",
       "L 54.082321 14.34294 \n",
       "L 54.884906 15.693752 \n",
       "L 55.664854 17.006466 \n",
       "L 56.423333 18.283046 \n",
       "L 57.161433 19.525326 \n",
       "L 57.880175 20.735025 \n",
       "L 58.580513 21.913749 \n",
       "L 59.263343 23.063006 \n",
       "L 59.929506 24.18421 \n",
       "L 60.579792 25.278692 \n",
       "L 61.214944 26.347702 \n",
       "L 61.835661 27.392419 \n",
       "L 62.442605 28.413953 \n",
       "L 63.036398 29.413352 \n",
       "L 63.617628 30.391608 \n",
       "L 64.186851 31.349655 \n",
       "L 64.744595 32.288382 \n",
       "L 65.291358 33.208627 \n",
       "L 65.827614 34.111187 \n",
       "L 66.353811 34.996818 \n",
       "L 66.870376 35.866239 \n",
       "L 67.377716 36.720131 \n",
       "L 67.876216 37.559146 \n",
       "L 68.366245 38.383902 \n",
       "L 68.848152 39.19499 \n",
       "L 69.322273 39.992973 \n",
       "L 69.788927 40.778388 \n",
       "L 70.24842 41.551752 \n",
       "L 70.701045 42.313554 \n",
       "L 71.147081 43.064268 \n",
       "L 71.586797 43.804343 \n",
       "L 72.020449 44.534215 \n",
       "L 72.448286 45.254297 \n",
       "L 72.870544 45.964991 \n",
       "L 73.287453 46.666681 \n",
       "L 73.699231 47.359737 \n",
       "L 74.106092 48.044515 \n",
       "L 74.508239 48.72136 \n",
       "L 74.90587 49.390604 \n",
       "L 75.299175 50.052568 \n",
       "L 75.68834 50.707563 \n",
       "L 76.073543 51.35589 \n",
       "L 76.454958 51.99784 \n",
       "L 76.832752 52.633697 \n",
       "L 77.207089 53.263737 \n",
       "L 77.578129 53.888226 \n",
       "L 77.946027 54.507427 \n",
       "L 78.310933 55.121593 \n",
       "L 78.672996 55.730973 \n",
       "L 79.03236 56.335811 \n",
       "L 79.389167 56.936344 \n",
       "L 79.743555 57.532808 \n",
       "L 80.095662 58.125431 \n",
       "L 80.445621 58.714439 \n",
       "L 80.793566 59.300057 \n",
       "L 81.139626 59.882504 \n",
       "L 81.483933 60.461999 \n",
       "L 81.826614 61.038758 \n",
       "L 82.167797 61.612996 \n",
       "L 82.50761 62.184928 \n",
       "L 82.84618 62.754768 \n",
       "L 83.183635 63.322731 \n",
       "L 83.520102 63.889031 \n",
       "L 83.855709 64.453885 \n",
       "L 84.190588 65.017513 \n",
       "L 84.52487 65.580135 \n",
       "L 84.858688 66.141977 \n",
       "L 85.192179 66.703269 \n",
       "L 85.525483 67.264245 \n",
       "L 85.858743 67.825147 \n",
       "L 86.192107 68.386225 \n",
       "L 86.525727 68.947735 \n",
       "L 86.859765 69.509947 \n",
       "L 87.194387 70.073141 \n",
       "L 87.529768 70.637614 \n",
       "L 87.866094 71.203677 \n",
       "L 88.203563 71.771663 \n",
       "L 88.542385 72.341928 \n",
       "L 88.88279 72.914855 \n",
       "L 89.225024 73.490862 \n",
       "L 89.569359 74.070406 \n",
       "L 89.916096 74.653991 \n",
       "L 90.265569 75.242182 \n",
       "L 90.618158 75.835615 \n",
       "L 90.974293 76.43502 \n",
       "L 91.334479 77.04124 \n",
       "L 91.699306 77.655273 \n",
       "L 92.069487 78.278317 \n",
       "L 92.445898 78.911846 \n",
       "L 92.829646 79.557724 \n",
       "L 93.222184 80.218397 \n",
       "L 93.625503 80.897214 \n",
       "L 94.042508 81.599066 \n",
       "L 94.477836 82.331757 \n",
       "L 94.940059 83.109713 \n",
       "L 95.450499 83.968825 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8\"/>\n",
       "   </g>\n",
       "   <g id=\"LineCollection_2\">\n",
       "    <path d=\"M 59.293248 18.790042 \n",
       "L 57.378253 19.890251 \n",
       "L 53.980467 22.03339 \n",
       "L 50.701512 24.354264 \n",
       "L 47.550677 26.846298 \n",
       "L 44.536887 29.502436 \n",
       "L 41.668678 32.315152 \n",
       "L 38.954175 35.276481 \n",
       "L 36.401065 38.378033 \n",
       "L 34.016581 41.611024 \n",
       "L 31.807477 44.966297 \n",
       "L 29.78001 48.434348 \n",
       "L 27.939923 52.005353 \n",
       "L 26.292428 55.669197 \n",
       "L 24.842192 59.415503 \n",
       "L 23.593321 63.23366 \n",
       "L 22.549355 67.112852 \n",
       "L 21.713249 71.042091 \n",
       "L 21.087372 75.010249 \n",
       "L 20.673497 79.006085 \n",
       "L 20.472796 83.018281 \n",
       "L 20.485837 87.035472 \n",
       "L 20.712585 91.04628 \n",
       "L 21.152395 95.039344 \n",
       "L 21.804023 99.003355 \n",
       "L 22.665623 102.927083 \n",
       "L 23.734755 106.799415 \n",
       "L 25.008389 110.609382 \n",
       "L 26.482919 114.346193 \n",
       "L 28.154168 117.999264 \n",
       "L 30.017402 121.558246 \n",
       "L 32.067344 125.013059 \n",
       "L 34.298187 128.353918 \n",
       "L 36.703611 131.571359 \n",
       "L 39.276805 134.65627 \n",
       "L 42.010479 137.599911 \n",
       "L 44.89689 140.393945 \n",
       "L 47.927862 143.030459 \n",
       "L 51.09481 145.501983 \n",
       "L 54.388765 147.801518 \n",
       "L 57.800395 149.922551 \n",
       "L 61.320037 151.859072 \n",
       "L 64.937722 153.605598 \n",
       "L 68.643203 155.15718 \n",
       "L 72.425983 156.509425 \n",
       "L 76.275349 157.658502 \n",
       "L 80.180397 158.601156 \n",
       "L 84.130066 159.334717 \n",
       "L 88.113169 159.857108 \n",
       "L 92.118422 160.166848 \n",
       "L 96.134483 160.263061 \n",
       "L 100.149974 160.145473 \n",
       "L 104.153522 159.814418 \n",
       "L 108.133787 159.270834 \n",
       "L 112.079496 158.51626 \n",
       "L 115.979471 157.552834 \n",
       "L 119.822666 156.383284 \n",
       "L 123.598196 155.010924 \n",
       "L 127.295365 153.43964 \n",
       "L 130.903703 151.673883 \n",
       "L 134.412988 149.718655 \n",
       "L 137.81328 147.579494 \n",
       "L 141.094947 145.262459 \n",
       "L 144.248696 142.774112 \n",
       "L 147.265592 140.121503 \n",
       "L 150.13709 137.312145 \n",
       "L 152.855057 134.353995 \n",
       "L 155.411794 131.255432 \n",
       "L 157.800059 128.025233 \n",
       "L 160.013087 124.672547 \n",
       "L 162.044611 121.206871 \n",
       "L 163.888875 117.638022 \n",
       "L 165.540656 113.976108 \n",
       "L 166.995275 110.231501 \n",
       "L 168.248612 106.414808 \n",
       "L 169.297117 102.53684 \n",
       "L 170.13782 98.608582 \n",
       "L 170.76834 94.641159 \n",
       "L 171.18689 90.645811 \n",
       "L 171.392286 86.633852 \n",
       "L 171.383945 82.616649 \n",
       "L 171.161891 78.605578 \n",
       "L 170.726753 74.612002 \n",
       "L 170.079763 70.647232 \n",
       "L 169.222755 66.722498 \n",
       "L 168.158155 62.848918 \n",
       "L 166.88898 59.037463 \n",
       "L 165.418823 55.298929 \n",
       "L 163.75185 51.643905 \n",
       "L 161.892781 48.082745 \n",
       "L 159.846884 44.625536 \n",
       "L 157.619952 41.282069 \n",
       "L 155.218293 38.061815 \n",
       "L 152.648711 34.973896 \n",
       "L 149.918484 32.027058 \n",
       "L 147.035344 29.229648 \n",
       "L 144.007459 26.58959 \n",
       "L 140.843404 24.114362 \n",
       "L 137.552143 21.810974 \n",
       "L 134.142997 19.685951 \n",
       "L 132.573952 18.790043 \n",
       "L 132.57395 18.790042 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8\"/>\n",
       "    <path d=\"M 68.759454 35.839352 \n",
       "L 67.339207 36.655318 \n",
       "L 64.819255 38.244766 \n",
       "L 62.387434 39.966031 \n",
       "L 60.050632 41.814237 \n",
       "L 57.815469 43.784149 \n",
       "L 55.688275 45.870187 \n",
       "L 53.675076 48.066443 \n",
       "L 51.781574 50.366694 \n",
       "L 50.013133 52.764427 \n",
       "L 48.374761 55.25285 \n",
       "L 46.8711 57.824913 \n",
       "L 45.506408 60.473332 \n",
       "L 44.284551 63.190605 \n",
       "L 43.20899 65.969036 \n",
       "L 42.282771 68.800754 \n",
       "L 41.508518 71.677738 \n",
       "L 40.888424 74.59184 \n",
       "L 40.424245 77.534806 \n",
       "L 40.117297 80.498299 \n",
       "L 39.968448 83.473925 \n",
       "L 39.97812 86.453256 \n",
       "L 40.146286 89.427853 \n",
       "L 40.472469 92.38929 \n",
       "L 40.955746 95.32918 \n",
       "L 41.594748 98.239195 \n",
       "L 42.387664 101.111091 \n",
       "L 43.332249 103.936736 \n",
       "L 44.425828 106.708124 \n",
       "L 45.665302 109.417407 \n",
       "L 47.04716 112.056909 \n",
       "L 48.56749 114.619156 \n",
       "L 50.221984 117.096888 \n",
       "L 52.005956 119.483088 \n",
       "L 53.914353 121.770997 \n",
       "L 55.941769 123.954135 \n",
       "L 58.082462 126.026318 \n",
       "L 60.330369 127.981675 \n",
       "L 62.679121 129.81467 \n",
       "L 65.122067 131.52011 \n",
       "L 67.652287 133.093163 \n",
       "L 70.262613 134.529375 \n",
       "L 72.945652 135.824678 \n",
       "L 75.693804 136.975402 \n",
       "L 78.499286 137.978288 \n",
       "L 81.35415 138.830495 \n",
       "L 84.250311 139.52961 \n",
       "L 87.179564 140.073652 \n",
       "L 90.133613 140.461081 \n",
       "L 93.104091 140.690798 \n",
       "L 96.082583 140.762154 \n",
       "L 99.060653 140.674946 \n",
       "L 102.029866 140.429421 \n",
       "L 104.981811 140.026274 \n",
       "L 107.908128 139.466648 \n",
       "L 110.800526 138.752127 \n",
       "L 113.650814 137.884736 \n",
       "L 116.450917 136.866931 \n",
       "L 119.192906 135.701596 \n",
       "L 121.869013 134.392031 \n",
       "L 124.471657 132.941945 \n",
       "L 126.993468 131.355446 \n",
       "L 129.427301 129.637028 \n",
       "L 131.766264 127.791557 \n",
       "L 134.003731 125.824262 \n",
       "L 136.133364 123.740715 \n",
       "L 138.149131 121.546817 \n",
       "L 140.045323 119.248782 \n",
       "L 141.816569 116.85312 \n",
       "L 143.457851 114.366616 \n",
       "L 144.964521 111.796314 \n",
       "L 146.332311 109.149494 \n",
       "L 147.557347 106.433652 \n",
       "L 148.636158 103.656482 \n",
       "L 149.56569 100.82585 \n",
       "L 150.343308 97.949773 \n",
       "L 150.966812 95.036399 \n",
       "L 151.434434 92.093978 \n",
       "L 151.74485 89.130847 \n",
       "L 151.89718 86.155397 \n",
       "L 151.890994 83.176056 \n",
       "L 151.726309 80.201264 \n",
       "L 151.403591 77.239447 \n",
       "L 150.923754 74.298994 \n",
       "L 150.288158 71.388234 \n",
       "L 149.498603 68.515411 \n",
       "L 148.557324 65.688664 \n",
       "L 147.46699 62.915997 \n",
       "L 146.230687 60.205266 \n",
       "L 144.851917 57.564149 \n",
       "L 143.334587 55.000125 \n",
       "L 141.682993 52.520459 \n",
       "L 139.901815 50.132173 \n",
       "L 137.996096 47.842032 \n",
       "L 135.971236 45.656524 \n",
       "L 133.832968 43.581838 \n",
       "L 131.587352 41.623851 \n",
       "L 129.240745 39.788109 \n",
       "L 126.799797 38.079813 \n",
       "L 124.27142 36.503799 \n",
       "L 123.107745 35.839353 \n",
       "L 123.107743 35.839353 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8\"/>\n",
       "    <path d=\"M 75.780021 48.483894 \n",
       "L 74.726702 49.089051 \n",
       "L 72.857791 50.267858 \n",
       "L 71.054242 51.544426 \n",
       "L 69.321164 52.915139 \n",
       "L 67.663466 54.376115 \n",
       "L 66.085843 55.923215 \n",
       "L 64.592763 57.552058 \n",
       "L 63.188456 59.258029 \n",
       "L 61.8769 61.036296 \n",
       "L 60.66181 62.881823 \n",
       "L 59.546626 64.789382 \n",
       "L 58.534509 66.753569 \n",
       "L 57.628324 68.768822 \n",
       "L 56.830639 70.829432 \n",
       "L 56.143714 72.929562 \n",
       "L 55.569493 75.063265 \n",
       "L 55.109603 77.224495 \n",
       "L 54.765347 79.407131 \n",
       "L 54.5377 81.604992 \n",
       "L 54.427307 83.811851 \n",
       "L 54.43448 86.021458 \n",
       "L 54.5592 88.227554 \n",
       "L 54.801112 90.42389 \n",
       "L 55.159532 92.604246 \n",
       "L 55.633445 94.762444 \n",
       "L 56.221507 96.892373 \n",
       "L 56.922054 98.987999 \n",
       "L 57.733102 101.043386 \n",
       "L 58.652352 103.052713 \n",
       "L 59.677201 105.010288 \n",
       "L 60.804746 106.910566 \n",
       "L 62.031794 108.748164 \n",
       "L 63.354868 110.517878 \n",
       "L 64.770222 112.214696 \n",
       "L 66.273846 113.83381 \n",
       "L 67.861481 115.370634 \n",
       "L 69.52863 116.820816 \n",
       "L 71.270571 118.180248 \n",
       "L 73.082371 119.445079 \n",
       "L 74.958896 120.611727 \n",
       "L 76.894832 121.676887 \n",
       "L 78.884696 122.637542 \n",
       "L 80.92285 123.490971 \n",
       "L 83.003522 124.234757 \n",
       "L 85.120819 124.866792 \n",
       "L 87.268743 125.385288 \n",
       "L 89.44121 125.788774 \n",
       "L 91.632067 126.076109 \n",
       "L 93.835107 126.246477 \n",
       "L 96.044092 126.299398 \n",
       "L 98.252764 126.23472 \n",
       "L 100.454867 126.052628 \n",
       "L 102.644163 125.753636 \n",
       "L 104.814452 125.338592 \n",
       "L 106.959586 124.808671 \n",
       "L 109.073488 124.165374 \n",
       "L 111.150172 123.410524 \n",
       "L 113.183755 122.546259 \n",
       "L 115.168477 121.575026 \n",
       "L 117.098716 120.499577 \n",
       "L 118.969005 119.322957 \n",
       "L 120.774046 118.0485 \n",
       "L 122.508727 116.679816 \n",
       "L 124.168134 115.22078 \n",
       "L 125.747566 113.675527 \n",
       "L 127.242551 112.048433 \n",
       "L 128.648853 110.344106 \n",
       "L 129.962489 108.567375 \n",
       "L 131.179738 106.723271 \n",
       "L 132.297152 104.817018 \n",
       "L 133.311567 102.854016 \n",
       "L 134.220109 100.839825 \n",
       "L 135.020205 98.78015 \n",
       "L 135.709588 96.680825 \n",
       "L 136.286305 94.547796 \n",
       "L 136.748723 92.387106 \n",
       "L 137.095533 90.204874 \n",
       "L 137.325751 88.007281 \n",
       "L 137.438727 85.800552 \n",
       "L 137.434139 83.590938 \n",
       "L 137.312001 81.384698 \n",
       "L 137.072658 79.18808 \n",
       "L 136.71679 77.007307 \n",
       "L 136.245403 74.848555 \n",
       "L 135.659833 72.71794 \n",
       "L 134.961738 70.621496 \n",
       "L 134.153097 68.565161 \n",
       "L 133.236198 66.55476 \n",
       "L 132.21364 64.595987 \n",
       "L 131.088319 62.694391 \n",
       "L 129.863423 60.855358 \n",
       "L 128.54242 59.084097 \n",
       "L 127.129053 57.385625 \n",
       "L 125.627324 55.764753 \n",
       "L 124.041489 54.226072 \n",
       "L 122.376037 52.77394 \n",
       "L 120.635688 51.412471 \n",
       "L 118.82537 50.145521 \n",
       "L 116.950211 48.976678 \n",
       "L 116.087177 48.483895 \n",
       "L 116.087176 48.483894 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8\"/>\n",
       "    <path d=\"M 81.60244 58.970483 \n",
       "L 80.853427 59.400809 \n",
       "L 79.524449 60.239056 \n",
       "L 78.24195 61.14682 \n",
       "L 77.009563 62.121531 \n",
       "L 75.830778 63.160427 \n",
       "L 74.708934 64.260567 \n",
       "L 73.647208 65.418832 \n",
       "L 72.648609 66.631944 \n",
       "L 71.715965 67.896466 \n",
       "L 70.851917 69.208815 \n",
       "L 70.058913 70.565275 \n",
       "L 69.339199 71.962004 \n",
       "L 68.694813 73.395046 \n",
       "L 68.127581 74.86034 \n",
       "L 67.63911 76.353738 \n",
       "L 67.230783 77.871008 \n",
       "L 66.903757 79.407853 \n",
       "L 66.658957 80.959921 \n",
       "L 66.497078 82.522814 \n",
       "L 66.418578 84.092106 \n",
       "L 66.423678 85.663352 \n",
       "L 66.512366 87.232102 \n",
       "L 66.68439 88.793911 \n",
       "L 66.939261 90.344356 \n",
       "L 67.276259 91.879046 \n",
       "L 67.694429 93.393633 \n",
       "L 68.192586 94.883827 \n",
       "L 68.76932 96.345408 \n",
       "L 69.422997 97.774235 \n",
       "L 70.151764 99.166262 \n",
       "L 70.953559 100.517545 \n",
       "L 71.826109 101.824256 \n",
       "L 72.766944 103.082696 \n",
       "L 73.773399 104.289298 \n",
       "L 74.842622 105.440646 \n",
       "L 75.971585 106.533478 \n",
       "L 77.157091 107.564699 \n",
       "L 78.395781 108.531388 \n",
       "L 79.684147 109.430806 \n",
       "L 81.01854 110.260406 \n",
       "L 82.395179 111.017839 \n",
       "L 83.810166 111.700958 \n",
       "L 85.259492 112.307829 \n",
       "L 86.739053 112.836734 \n",
       "L 88.244658 113.286173 \n",
       "L 89.772041 113.654873 \n",
       "L 91.316877 113.941792 \n",
       "L 92.87479 114.146114 \n",
       "L 94.441367 114.267263 \n",
       "L 96.01217 114.304895 \n",
       "L 97.582751 114.258903 \n",
       "L 99.148661 114.129417 \n",
       "L 100.705464 113.916805 \n",
       "L 102.248751 113.621668 \n",
       "L 103.77415 113.244843 \n",
       "L 105.277341 112.787396 \n",
       "L 106.754066 112.250624 \n",
       "L 108.200142 111.636047 \n",
       "L 109.611473 110.945406 \n",
       "L 110.984061 110.180656 \n",
       "L 112.314019 109.343965 \n",
       "L 113.597579 108.437702 \n",
       "L 114.831106 107.464434 \n",
       "L 116.011106 106.426918 \n",
       "L 117.134237 105.328092 \n",
       "L 118.197316 104.171069 \n",
       "L 119.197334 102.959127 \n",
       "L 120.131458 101.695697 \n",
       "L 120.997041 100.38436 \n",
       "L 121.791631 99.028828 \n",
       "L 122.512979 97.632943 \n",
       "L 123.159041 96.200656 \n",
       "L 123.727987 94.736026 \n",
       "L 124.218205 93.243201 \n",
       "L 124.628308 91.72641 \n",
       "L 124.957132 90.189948 \n",
       "L 125.203748 88.638168 \n",
       "L 125.367455 87.075466 \n",
       "L 125.447792 85.506266 \n",
       "L 125.444529 83.935016 \n",
       "L 125.357677 82.366163 \n",
       "L 125.187482 80.804154 \n",
       "L 124.934424 79.253412 \n",
       "L 124.599222 77.718329 \n",
       "L 124.182825 76.203253 \n",
       "L 123.686412 74.712477 \n",
       "L 123.111389 73.250222 \n",
       "L 122.459384 71.820631 \n",
       "L 121.732246 70.427753 \n",
       "L 120.932033 69.075533 \n",
       "L 120.061012 67.767801 \n",
       "L 119.12165 66.508262 \n",
       "L 118.116608 65.300482 \n",
       "L 117.048733 64.147884 \n",
       "L 115.921049 63.053732 \n",
       "L 114.736751 62.021125 \n",
       "L 113.499193 61.052987 \n",
       "L 112.21188 60.152062 \n",
       "L 110.878459 59.320901 \n",
       "L 110.264758 58.970484 \n",
       "L 110.264757 58.970484 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8\"/>\n",
       "    <path d=\"M 86.928669 68.563401 \n",
       "L 86.45803 68.833794 \n",
       "L 85.622972 69.360504 \n",
       "L 84.817118 69.930894 \n",
       "L 84.042752 70.54335 \n",
       "L 83.302067 71.196136 \n",
       "L 82.59716 71.887405 \n",
       "L 81.930029 72.615197 \n",
       "L 81.302563 73.377451 \n",
       "L 80.71654 74.172008 \n",
       "L 80.173619 74.996618 \n",
       "L 79.675338 75.848945 \n",
       "L 79.223108 76.726574 \n",
       "L 78.818211 77.62702 \n",
       "L 78.461793 78.547732 \n",
       "L 78.154864 79.486103 \n",
       "L 77.898293 80.439474 \n",
       "L 77.692807 81.405145 \n",
       "L 77.538988 82.380381 \n",
       "L 77.437272 83.362419 \n",
       "L 77.387947 84.348478 \n",
       "L 77.391152 85.335764 \n",
       "L 77.446878 86.321482 \n",
       "L 77.554969 87.302839 \n",
       "L 77.715116 88.277055 \n",
       "L 77.926868 89.241372 \n",
       "L 78.189623 90.193057 \n",
       "L 78.502638 91.129415 \n",
       "L 78.865027 92.047794 \n",
       "L 79.275762 92.945592 \n",
       "L 79.73368 93.820266 \n",
       "L 80.237485 94.66934 \n",
       "L 80.785749 95.490407 \n",
       "L 81.376919 96.281143 \n",
       "L 82.009321 97.039307 \n",
       "L 82.681163 97.762752 \n",
       "L 83.390543 98.449429 \n",
       "L 84.135451 99.097393 \n",
       "L 84.913777 99.704808 \n",
       "L 85.723317 100.269954 \n",
       "L 86.561778 100.79123 \n",
       "L 87.426784 101.26716 \n",
       "L 88.315885 101.696395 \n",
       "L 89.226564 102.077721 \n",
       "L 90.156241 102.410056 \n",
       "L 91.102282 102.692459 \n",
       "L 92.062007 102.924131 \n",
       "L 93.032699 103.104415 \n",
       "L 94.011608 103.2328 \n",
       "L 94.99596 103.308924 \n",
       "L 95.982969 103.332569 \n",
       "L 96.969837 103.30367 \n",
       "L 97.953771 103.222309 \n",
       "L 98.931982 103.088714 \n",
       "L 99.901701 102.903266 \n",
       "L 100.86018 102.66649 \n",
       "L 101.804704 102.379055 \n",
       "L 102.732598 102.041776 \n",
       "L 103.641235 101.655609 \n",
       "L 104.528039 101.221647 \n",
       "L 105.3905 100.74112 \n",
       "L 106.226174 100.215388 \n",
       "L 107.032694 99.645941 \n",
       "L 107.807776 99.034391 \n",
       "L 108.549225 98.382472 \n",
       "L 109.254939 97.692029 \n",
       "L 109.922922 96.965018 \n",
       "L 110.551279 96.203499 \n",
       "L 111.138232 95.409628 \n",
       "L 111.682118 94.585654 \n",
       "L 112.181396 93.733911 \n",
       "L 112.634652 92.856811 \n",
       "L 113.040602 91.956839 \n",
       "L 113.398097 91.036545 \n",
       "L 113.706124 90.098534 \n",
       "L 113.963811 89.145464 \n",
       "L 114.170426 88.180034 \n",
       "L 114.325386 87.204979 \n",
       "L 114.428251 86.22306 \n",
       "L 114.47873 85.23706 \n",
       "L 114.47668 84.24977 \n",
       "L 114.422107 83.263988 \n",
       "L 114.315165 82.282505 \n",
       "L 114.156158 81.308102 \n",
       "L 113.945535 80.343539 \n",
       "L 113.683893 79.391547 \n",
       "L 113.371974 78.454823 \n",
       "L 113.01066 77.536021 \n",
       "L 112.600976 76.637743 \n",
       "L 112.144081 75.762533 \n",
       "L 111.64127 74.912871 \n",
       "L 111.093968 74.091162 \n",
       "L 110.503723 73.299735 \n",
       "L 109.872209 72.540832 \n",
       "L 109.201214 71.816601 \n",
       "L 108.492638 71.129095 \n",
       "L 107.748488 70.48026 \n",
       "L 106.970873 69.871934 \n",
       "L 106.161995 69.305841 \n",
       "L 105.324145 68.783584 \n",
       "L 104.938528 68.563401 \n",
       "L 104.938528 68.563401 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8\"/>\n",
       "    <path d=\"M 92.411496 78.438362 \n",
       "L 92.227415 78.544121 \n",
       "L 91.900798 78.750133 \n",
       "L 91.585604 78.97323 \n",
       "L 91.282726 79.21278 \n",
       "L 90.993021 79.468105 \n",
       "L 90.717311 79.738481 \n",
       "L 90.456376 80.023143 \n",
       "L 90.210955 80.321284 \n",
       "L 89.981743 80.632059 \n",
       "L 89.76939 80.954589 \n",
       "L 89.574497 81.28796 \n",
       "L 89.397616 81.631228 \n",
       "L 89.239248 81.98342 \n",
       "L 89.099842 82.343538 \n",
       "L 88.979793 82.710564 \n",
       "L 88.87944 83.083456 \n",
       "L 88.799069 83.46116 \n",
       "L 88.738905 83.842604 \n",
       "L 88.699121 84.226709 \n",
       "L 88.679828 84.612387 \n",
       "L 88.681082 84.998545 \n",
       "L 88.702878 85.384089 \n",
       "L 88.745156 85.767927 \n",
       "L 88.807794 86.148973 \n",
       "L 88.890617 86.526147 \n",
       "L 88.993389 86.89838 \n",
       "L 89.115818 87.264618 \n",
       "L 89.25756 87.623824 \n",
       "L 89.418211 87.97498 \n",
       "L 89.597316 88.317092 \n",
       "L 89.79437 88.649191 \n",
       "L 90.008813 88.970335 \n",
       "L 90.240037 89.279616 \n",
       "L 90.487389 89.576157 \n",
       "L 90.750167 89.859118 \n",
       "L 91.027627 90.127699 \n",
       "L 91.318983 90.381137 \n",
       "L 91.62341 90.618716 \n",
       "L 91.940046 90.839762 \n",
       "L 92.267994 91.043649 \n",
       "L 92.606324 91.229799 \n",
       "L 92.954079 91.397686 \n",
       "L 93.310273 91.546834 \n",
       "L 93.673898 91.676821 \n",
       "L 94.043923 91.787277 \n",
       "L 94.419301 91.877891 \n",
       "L 94.798968 91.948406 \n",
       "L 95.181849 91.998621 \n",
       "L 95.56686 92.028395 \n",
       "L 95.952909 92.037644 \n",
       "L 96.338903 92.026341 \n",
       "L 96.723749 91.994518 \n",
       "L 97.106358 91.942265 \n",
       "L 97.485644 91.86973 \n",
       "L 97.860535 91.77712 \n",
       "L 98.229967 91.664695 \n",
       "L 98.592895 91.532775 \n",
       "L 98.94829 91.381733 \n",
       "L 99.295146 91.211998 \n",
       "L 99.632481 91.024049 \n",
       "L 99.959338 90.818419 \n",
       "L 100.274793 90.595691 \n",
       "L 100.577951 90.356495 \n",
       "L 100.867954 90.10151 \n",
       "L 101.143981 89.831457 \n",
       "L 101.405249 89.5471 \n",
       "L 101.651019 89.249247 \n",
       "L 101.880594 88.93874 \n",
       "L 102.093324 88.616458 \n",
       "L 102.288607 88.283316 \n",
       "L 102.46589 87.940255 \n",
       "L 102.624669 87.588249 \n",
       "L 102.764497 87.228294 \n",
       "L 102.884975 86.861409 \n",
       "L 102.985764 86.488634 \n",
       "L 103.066578 86.111025 \n",
       "L 103.127187 85.729651 \n",
       "L 103.167421 85.345593 \n",
       "L 103.187165 84.959938 \n",
       "L 103.186363 84.573779 \n",
       "L 103.165018 84.18821 \n",
       "L 103.12319 83.804322 \n",
       "L 103.060997 83.423203 \n",
       "L 102.978616 83.045933 \n",
       "L 102.87628 82.67358 \n",
       "L 102.754279 82.307199 \n",
       "L 102.612958 81.947827 \n",
       "L 102.452718 81.596483 \n",
       "L 102.274013 81.254162 \n",
       "L 102.077348 80.921833 \n",
       "L 101.863281 80.600438 \n",
       "L 101.632418 80.290887 \n",
       "L 101.385414 79.994056 \n",
       "L 101.122967 79.710788 \n",
       "L 100.845822 79.441883 \n",
       "L 100.554762 79.188104 \n",
       "L 100.250613 78.950169 \n",
       "L 99.934236 78.728753 \n",
       "L 99.606528 78.524482 \n",
       "L 99.455701 78.438362 \n",
       "L 99.455701 78.438362 \n",
       "\" clip-path=\"url(#p03645e4f86)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_3\">\n",
       "    <path d=\"M 95.933598 84.781919 \n",
       "L 139.009032 7.2 \n",
       "L 143.47504 9.853564 \n",
       "L 147.778119 12.763916 \n",
       "L 151.90352 15.921081 \n",
       "L 155.837106 19.314241 \n",
       "L 159.565396 22.931766 \n",
       "L 163.075612 26.761259 \n",
       "L 166.355726 30.789595 \n",
       "L 169.394494 35.002968 \n",
       "L 172.181503 39.38694 \n",
       "L 174.707202 43.926486 \n",
       "L 176.962935 48.606048 \n",
       "L 178.940972 53.409589 \n",
       "L 180.634532 58.320647 \n",
       "L 182.037813 63.32239 \n",
       "L 183.146004 68.397678 \n",
       "L 183.955309 73.529116 \n",
       "L 184.462953 78.699119 \n",
       "L 184.667197 83.889968 \n",
       "L 184.567341 89.083874 \n",
       "L 184.163726 94.263037 \n",
       "L 183.457737 99.409707 \n",
       "L 182.451793 104.506246 \n",
       "L 181.149341 109.535187 \n",
       "L 179.554845 114.479296 \n",
       "L 177.673769 119.321629 \n",
       "L 175.51256 124.04559 \n",
       "L 173.078625 128.63499 \n",
       "L 170.380305 133.074101 \n",
       "L 167.426848 137.347709 \n",
       "L 164.228376 141.441168 \n",
       "L 160.795849 145.340449 \n",
       "L 157.141032 149.032189 \n",
       "L 153.27645 152.503736 \n",
       "L 149.215347 155.743192 \n",
       "L 144.971642 158.739456 \n",
       "L 140.559878 161.482259 \n",
       "L 135.995174 163.962202 \n",
       "L 131.293175 166.170784 \n",
       "L 126.469995 168.100438 \n",
       "L 121.542162 169.744549 \n",
       "L 116.526567 171.097484 \n",
       "L 111.440397 172.154605 \n",
       "L 106.301083 172.91229 \n",
       "L 101.126238 173.367942 \n",
       "L 95.933598 173.52 \n",
       "L 90.740958 173.367942 \n",
       "L 85.566114 172.91229 \n",
       "L 80.4268 172.154605 \n",
       "L 75.34063 171.097484 \n",
       "L 70.325034 169.744549 \n",
       "L 65.397202 168.100438 \n",
       "L 60.574022 166.170784 \n",
       "L 55.872023 163.962202 \n",
       "L 51.307319 161.482259 \n",
       "L 46.895555 158.739456 \n",
       "L 42.65185 155.743192 \n",
       "L 38.590747 152.503736 \n",
       "L 34.726165 149.032189 \n",
       "L 31.071348 145.340449 \n",
       "L 27.638821 141.441168 \n",
       "L 24.440348 137.347709 \n",
       "L 21.486891 133.074101 \n",
       "L 18.788572 128.63499 \n",
       "L 16.354637 124.04559 \n",
       "L 14.193428 119.321629 \n",
       "L 12.312352 114.479296 \n",
       "L 10.717856 109.535187 \n",
       "L 9.415404 104.506246 \n",
       "L 8.40946 99.409707 \n",
       "L 7.703471 94.263037 \n",
       "L 7.299856 89.083874 \n",
       "L 7.2 83.889968 \n",
       "L 7.404244 78.699119 \n",
       "L 7.911888 73.529116 \n",
       "L 8.721193 68.397678 \n",
       "L 9.829384 63.32239 \n",
       "L 11.232665 58.320647 \n",
       "L 12.926225 53.409589 \n",
       "L 14.904261 48.606048 \n",
       "L 17.159994 43.926486 \n",
       "L 19.685693 39.38694 \n",
       "L 22.472703 35.002968 \n",
       "L 25.511471 30.789595 \n",
       "L 28.791584 26.761259 \n",
       "L 32.301801 22.931766 \n",
       "L 36.030091 19.314241 \n",
       "L 39.963677 15.921081 \n",
       "L 44.089078 12.763916 \n",
       "L 48.392157 9.853564 \n",
       "L 52.858165 7.2 \n",
       "L 95.933598 84.781919 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter\"/>\n",
       "   </g>\n",
       "  </g>\n",
       " </g>\n",
       " <defs>\n",
       "  <clipPath id=\"p03645e4f86\">\n",
       "   <path d=\"M 95.933598 84.781919 \n",
       "L 139.009032 7.2 \n",
       "L 143.47504 9.853564 \n",
       "L 147.778119 12.763916 \n",
       "L 151.90352 15.921081 \n",
       "L 155.837106 19.314241 \n",
       "L 159.565396 22.931766 \n",
       "L 163.075612 26.761259 \n",
       "L 166.355726 30.789595 \n",
       "L 169.394494 35.002968 \n",
       "L 172.181503 39.38694 \n",
       "L 174.707202 43.926486 \n",
       "L 176.962935 48.606048 \n",
       "L 178.940972 53.409589 \n",
       "L 180.634532 58.320647 \n",
       "L 182.037813 63.32239 \n",
       "L 183.146004 68.397678 \n",
       "L 183.955309 73.529116 \n",
       "L 184.462953 78.699119 \n",
       "L 184.667197 83.889968 \n",
       "L 184.567341 89.083874 \n",
       "L 184.163726 94.263037 \n",
       "L 183.457737 99.409707 \n",
       "L 182.451793 104.506246 \n",
       "L 181.149341 109.535187 \n",
       "L 179.554845 114.479296 \n",
       "L 177.673769 119.321629 \n",
       "L 175.51256 124.04559 \n",
       "L 173.078625 128.63499 \n",
       "L 170.380305 133.074101 \n",
       "L 167.426848 137.347709 \n",
       "L 164.228376 141.441168 \n",
       "L 160.795849 145.340449 \n",
       "L 157.141032 149.032189 \n",
       "L 153.27645 152.503736 \n",
       "L 149.215347 155.743192 \n",
       "L 144.971642 158.739456 \n",
       "L 140.559878 161.482259 \n",
       "L 135.995174 163.962202 \n",
       "L 131.293175 166.170784 \n",
       "L 126.469995 168.100438 \n",
       "L 121.542162 169.744549 \n",
       "L 116.526567 171.097484 \n",
       "L 111.440397 172.154605 \n",
       "L 106.301083 172.91229 \n",
       "L 101.126238 173.367942 \n",
       "L 95.933598 173.52 \n",
       "L 90.740958 173.367942 \n",
       "L 85.566114 172.91229 \n",
       "L 80.4268 172.154605 \n",
       "L 75.34063 171.097484 \n",
       "L 70.325034 169.744549 \n",
       "L 65.397202 168.100438 \n",
       "L 60.574022 166.170784 \n",
       "L 55.872023 163.962202 \n",
       "L 51.307319 161.482259 \n",
       "L 46.895555 158.739456 \n",
       "L 42.65185 155.743192 \n",
       "L 38.590747 152.503736 \n",
       "L 34.726165 149.032189 \n",
       "L 31.071348 145.340449 \n",
       "L 27.638821 141.441168 \n",
       "L 24.440348 137.347709 \n",
       "L 21.486891 133.074101 \n",
       "L 18.788572 128.63499 \n",
       "L 16.354637 124.04559 \n",
       "L 14.193428 119.321629 \n",
       "L 12.312352 114.479296 \n",
       "L 10.717856 109.535187 \n",
       "L 9.415404 104.506246 \n",
       "L 8.40946 99.409707 \n",
       "L 7.703471 94.263037 \n",
       "L 7.299856 89.083874 \n",
       "L 7.2 83.889968 \n",
       "L 7.404244 78.699119 \n",
       "L 7.911888 73.529116 \n",
       "L 8.721193 68.397678 \n",
       "L 9.829384 63.32239 \n",
       "L 11.232665 58.320647 \n",
       "L 12.926225 53.409589 \n",
       "L 14.904261 48.606048 \n",
       "L 17.159994 43.926486 \n",
       "L 19.685693 39.38694 \n",
       "L 22.472703 35.002968 \n",
       "L 25.511471 30.789595 \n",
       "L 28.791584 26.761259 \n",
       "L 32.301801 22.931766 \n",
       "L 36.030091 19.314241 \n",
       "L 39.963677 15.921081 \n",
       "L 44.089078 12.763916 \n",
       "L 48.392157 9.853564 \n",
       "L 52.858165 7.2 \n",
       "L 95.933598 84.781919 \n",
       "\"/>\n",
       "  </clipPath>\n",
       " </defs>\n",
       "</svg>\n",
       "<pre>&lt;cartopy.crs.LambertConformal object at 0x7fd60c1793a0&gt;</pre>"
      ],
      "text/plain": [
       "<Bound CRS: +proj=lcc +a=6370000.0 +b=6370000.0 +nadgrids=@nul ...>\n",
       "Name: unknown\n",
       "Axis Info [cartesian]:\n",
       "- E[east]: Easting (metre)\n",
       "- N[north]: Northing (metre)\n",
       "Area of Use:\n",
       "- undefined\n",
       "Coordinate Operation:\n",
       "- name: unknown to WGS84\n",
       "- method: NTv2\n",
       "Datum: unknown\n",
       "- Ellipsoid: unknown\n",
       "- Prime Meridian: Greenwich\n",
       "Source CRS: unknown"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cart_proj"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;XLAT&#x27; (south_north: 145, west_east: 320)&gt; Size: 186kB\n",
       "array([[54.241455, 54.241665, 54.241875, ..., 54.242336, 54.242134,\n",
       "        54.24193 ],\n",
       "       [54.248676, 54.24889 , 54.2491  , ..., 54.249554, 54.249355,\n",
       "        54.249146],\n",
       "       [54.255898, 54.256107, 54.256313, ..., 54.256783, 54.256573,\n",
       "        54.25637 ],\n",
       "       ...,\n",
       "       [55.267124, 55.267334, 55.267555, ..., 55.268032, 55.26782 ,\n",
       "        55.267605],\n",
       "       [55.274345, 55.274563, 55.274776, ..., 55.275253, 55.27504 ,\n",
       "        55.27483 ],\n",
       "       [55.28157 , 55.281788, 55.282005, ..., 55.282482, 55.28227 ,\n",
       "        55.28205 ]], dtype=float32)\n",
       "Coordinates:\n",
       "    XLONG    (south_north, west_east) float32 186kB -3.986 -3.973 ... 0.01031\n",
       "    XLAT     (south_north, west_east) float32 186kB 54.24 54.24 ... 55.28 55.28\n",
       "    XTIME    float32 4B 60.0\n",
       "    Time     datetime64[ns] 8B 2024-05-14T13:00:00\n",
       "Dimensions without coordinates: south_north, west_east</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'XLAT'</div><ul class='xr-dim-list'><li><span>south_north</span>: 145</li><li><span>west_east</span>: 320</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-87df7d09-c983-48c4-812f-87de629fd254' class='xr-array-in' type='checkbox' checked><label for='section-87df7d09-c983-48c4-812f-87de629fd254' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>54.24 54.24 54.24 54.24 54.24 54.24 ... 55.28 55.28 55.28 55.28 55.28</span></div><div class='xr-array-data'><pre>array([[54.241455, 54.241665, 54.241875, ..., 54.242336, 54.242134,\n",
       "        54.24193 ],\n",
       "       [54.248676, 54.24889 , 54.2491  , ..., 54.249554, 54.249355,\n",
       "        54.249146],\n",
       "       [54.255898, 54.256107, 54.256313, ..., 54.256783, 54.256573,\n",
       "        54.25637 ],\n",
       "       ...,\n",
       "       [55.267124, 55.267334, 55.267555, ..., 55.268032, 55.26782 ,\n",
       "        55.267605],\n",
       "       [55.274345, 55.274563, 55.274776, ..., 55.275253, 55.27504 ,\n",
       "        55.27483 ],\n",
       "       [55.28157 , 55.281788, 55.282005, ..., 55.282482, 55.28227 ,\n",
       "        55.28205 ]], dtype=float32)</pre></div></div></li><li class='xr-section-item'><input id='section-62b7f7d2-341b-4072-849e-c92a5a8a0063' class='xr-section-summary-in' type='checkbox'  checked><label for='section-62b7f7d2-341b-4072-849e-c92a5a8a0063' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>XLONG</span></div><div class='xr-var-dims'>(south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-3.986 -3.973 ... -0.00235 0.01031</div><input id='attrs-985813ff-c857-4260-8be9-cd46d32c2e6e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-985813ff-c857-4260-8be9-cd46d32c2e6e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dbbe1e09-9aaa-43fc-8e5d-3b352a5e07dc' class='xr-var-data-in' type='checkbox'><label for='data-dbbe1e09-9aaa-43fc-8e5d-3b352a5e07dc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-3.9858093e+00, -3.9734802e+00, -3.9611206e+00, ...,\n",
       "        -6.6741943e-02, -5.4412842e-02, -4.2053223e-02],\n",
       "       [-3.9861755e+00, -3.9738159e+00, -3.9614563e+00, ...,\n",
       "        -6.6406250e-02, -5.4046631e-02, -4.1687012e-02],\n",
       "       [-3.9865417e+00, -3.9741821e+00, -3.9618225e+00, ...,\n",
       "        -6.6070557e-02, -5.3710938e-02, -4.1320801e-02],\n",
       "       ...,\n",
       "       [-4.0381775e+00, -4.0255127e+00, -4.0128174e+00, ...,\n",
       "        -1.5777588e-02, -3.1127930e-03,  9.5825195e-03],\n",
       "       [-4.0385742e+00, -4.0258789e+00, -4.0131836e+00, ...,\n",
       "        -1.5411377e-02, -2.7160645e-03,  9.9487305e-03],\n",
       "       [-4.0389404e+00, -4.0262451e+00, -4.0135803e+00, ...,\n",
       "        -1.5045166e-02, -2.3498535e-03,  1.0314941e-02]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XLAT</span></div><div class='xr-var-dims'>(south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>54.24 54.24 54.24 ... 55.28 55.28</div><input id='attrs-ccf7d5de-f2e5-467d-bc0a-fc389f8f7e4c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ccf7d5de-f2e5-467d-bc0a-fc389f8f7e4c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f8813c8b-2bb0-43e1-aaaa-22670ab23111' class='xr-var-data-in' type='checkbox'><label for='data-f8813c8b-2bb0-43e1-aaaa-22670ab23111' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[54.241455, 54.241665, 54.241875, ..., 54.242336, 54.242134,\n",
       "        54.24193 ],\n",
       "       [54.248676, 54.24889 , 54.2491  , ..., 54.249554, 54.249355,\n",
       "        54.249146],\n",
       "       [54.255898, 54.256107, 54.256313, ..., 54.256783, 54.256573,\n",
       "        54.25637 ],\n",
       "       ...,\n",
       "       [55.267124, 55.267334, 55.267555, ..., 55.268032, 55.26782 ,\n",
       "        55.267605],\n",
       "       [55.274345, 55.274563, 55.274776, ..., 55.275253, 55.27504 ,\n",
       "        55.27483 ],\n",
       "       [55.28157 , 55.281788, 55.282005, ..., 55.282482, 55.28227 ,\n",
       "        55.28205 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XTIME</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>60.0</div><input id='attrs-73d2fff6-fabf-43c3-8755-6f70970d815d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-73d2fff6-fabf-43c3-8755-6f70970d815d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-19ce785f-12ca-4d5b-8f21-7f240fd0b0c3' class='xr-var-data-in' type='checkbox'><label for='data-19ce785f-12ca-4d5b-8f21-7f240fd0b0c3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(60., dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Time</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2024-05-14T13:00:00</div><input id='attrs-a7389615-295f-4bca-8d90-ca6a0fde7036' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a7389615-295f-4bca-8d90-ca6a0fde7036' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-43442157-85ee-47be-aa58-5036e5cd434c' class='xr-var-data-in' type='checkbox'><label for='data-43442157-85ee-47be-aa58-5036e5cd434c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(&#x27;2024-05-14T13:00:00.000000000&#x27;, dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-473b98f4-5fbd-4009-a647-2aba80b9a891' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-473b98f4-5fbd-4009-a647-2aba80b9a891' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-9ea44f45-3f07-4fcb-92eb-600161861621' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-9ea44f45-3f07-4fcb-92eb-600161861621' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'XLAT' (south_north: 145, west_east: 320)> Size: 186kB\n",
       "array([[54.241455, 54.241665, 54.241875, ..., 54.242336, 54.242134,\n",
       "        54.24193 ],\n",
       "       [54.248676, 54.24889 , 54.2491  , ..., 54.249554, 54.249355,\n",
       "        54.249146],\n",
       "       [54.255898, 54.256107, 54.256313, ..., 54.256783, 54.256573,\n",
       "        54.25637 ],\n",
       "       ...,\n",
       "       [55.267124, 55.267334, 55.267555, ..., 55.268032, 55.26782 ,\n",
       "        55.267605],\n",
       "       [55.274345, 55.274563, 55.274776, ..., 55.275253, 55.27504 ,\n",
       "        55.27483 ],\n",
       "       [55.28157 , 55.281788, 55.282005, ..., 55.282482, 55.28227 ,\n",
       "        55.28205 ]], dtype=float32)\n",
       "Coordinates:\n",
       "    XLONG    (south_north, west_east) float32 186kB -3.986 -3.973 ... 0.01031\n",
       "    XLAT     (south_north, west_east) float32 186kB 54.24 54.24 ... 55.28 55.28\n",
       "    XTIME    float32 4B 60.0\n",
       "    Time     datetime64[ns] 8B 2024-05-14T13:00:00\n",
       "Dimensions without coordinates: south_north, west_east"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;XLONG&#x27; (south_north: 145, west_east: 320)&gt; Size: 186kB\n",
       "array([[-3.9858093e+00, -3.9734802e+00, -3.9611206e+00, ...,\n",
       "        -6.6741943e-02, -5.4412842e-02, -4.2053223e-02],\n",
       "       [-3.9861755e+00, -3.9738159e+00, -3.9614563e+00, ...,\n",
       "        -6.6406250e-02, -5.4046631e-02, -4.1687012e-02],\n",
       "       [-3.9865417e+00, -3.9741821e+00, -3.9618225e+00, ...,\n",
       "        -6.6070557e-02, -5.3710938e-02, -4.1320801e-02],\n",
       "       ...,\n",
       "       [-4.0381775e+00, -4.0255127e+00, -4.0128174e+00, ...,\n",
       "        -1.5777588e-02, -3.1127930e-03,  9.5825195e-03],\n",
       "       [-4.0385742e+00, -4.0258789e+00, -4.0131836e+00, ...,\n",
       "        -1.5411377e-02, -2.7160645e-03,  9.9487305e-03],\n",
       "       [-4.0389404e+00, -4.0262451e+00, -4.0135803e+00, ...,\n",
       "        -1.5045166e-02, -2.3498535e-03,  1.0314941e-02]], dtype=float32)\n",
       "Coordinates:\n",
       "    XLONG    (south_north, west_east) float32 186kB -3.986 -3.973 ... 0.01031\n",
       "    XLAT     (south_north, west_east) float32 186kB 54.24 54.24 ... 55.28 55.28\n",
       "    XTIME    float32 4B 60.0\n",
       "    Time     datetime64[ns] 8B 2024-05-14T13:00:00\n",
       "Dimensions without coordinates: south_north, west_east</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'XLONG'</div><ul class='xr-dim-list'><li><span>south_north</span>: 145</li><li><span>west_east</span>: 320</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-87fdbad2-e3f6-4620-ad82-32b13fc3e7f7' class='xr-array-in' type='checkbox' checked><label for='section-87fdbad2-e3f6-4620-ad82-32b13fc3e7f7' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>-3.986 -3.973 -3.961 -3.949 ... -0.02774 -0.01505 -0.00235 0.01031</span></div><div class='xr-array-data'><pre>array([[-3.9858093e+00, -3.9734802e+00, -3.9611206e+00, ...,\n",
       "        -6.6741943e-02, -5.4412842e-02, -4.2053223e-02],\n",
       "       [-3.9861755e+00, -3.9738159e+00, -3.9614563e+00, ...,\n",
       "        -6.6406250e-02, -5.4046631e-02, -4.1687012e-02],\n",
       "       [-3.9865417e+00, -3.9741821e+00, -3.9618225e+00, ...,\n",
       "        -6.6070557e-02, -5.3710938e-02, -4.1320801e-02],\n",
       "       ...,\n",
       "       [-4.0381775e+00, -4.0255127e+00, -4.0128174e+00, ...,\n",
       "        -1.5777588e-02, -3.1127930e-03,  9.5825195e-03],\n",
       "       [-4.0385742e+00, -4.0258789e+00, -4.0131836e+00, ...,\n",
       "        -1.5411377e-02, -2.7160645e-03,  9.9487305e-03],\n",
       "       [-4.0389404e+00, -4.0262451e+00, -4.0135803e+00, ...,\n",
       "        -1.5045166e-02, -2.3498535e-03,  1.0314941e-02]], dtype=float32)</pre></div></div></li><li class='xr-section-item'><input id='section-9ace2ea1-3896-4928-ae33-9e1ab6fcd095' class='xr-section-summary-in' type='checkbox'  checked><label for='section-9ace2ea1-3896-4928-ae33-9e1ab6fcd095' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>XLONG</span></div><div class='xr-var-dims'>(south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-3.986 -3.973 ... -0.00235 0.01031</div><input id='attrs-25c6425b-be26-42c5-8972-e901c517976a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-25c6425b-be26-42c5-8972-e901c517976a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc07a4b8-ed6e-43f0-b0b5-13a50b9ec518' class='xr-var-data-in' type='checkbox'><label for='data-dc07a4b8-ed6e-43f0-b0b5-13a50b9ec518' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-3.9858093e+00, -3.9734802e+00, -3.9611206e+00, ...,\n",
       "        -6.6741943e-02, -5.4412842e-02, -4.2053223e-02],\n",
       "       [-3.9861755e+00, -3.9738159e+00, -3.9614563e+00, ...,\n",
       "        -6.6406250e-02, -5.4046631e-02, -4.1687012e-02],\n",
       "       [-3.9865417e+00, -3.9741821e+00, -3.9618225e+00, ...,\n",
       "        -6.6070557e-02, -5.3710938e-02, -4.1320801e-02],\n",
       "       ...,\n",
       "       [-4.0381775e+00, -4.0255127e+00, -4.0128174e+00, ...,\n",
       "        -1.5777588e-02, -3.1127930e-03,  9.5825195e-03],\n",
       "       [-4.0385742e+00, -4.0258789e+00, -4.0131836e+00, ...,\n",
       "        -1.5411377e-02, -2.7160645e-03,  9.9487305e-03],\n",
       "       [-4.0389404e+00, -4.0262451e+00, -4.0135803e+00, ...,\n",
       "        -1.5045166e-02, -2.3498535e-03,  1.0314941e-02]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XLAT</span></div><div class='xr-var-dims'>(south_north, west_east)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>54.24 54.24 54.24 ... 55.28 55.28</div><input id='attrs-48b2199c-346b-4a85-a984-708b656a5736' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-48b2199c-346b-4a85-a984-708b656a5736' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-684b1e9b-4c40-48b8-bfc3-deaa7b223e06' class='xr-var-data-in' type='checkbox'><label for='data-684b1e9b-4c40-48b8-bfc3-deaa7b223e06' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[54.241455, 54.241665, 54.241875, ..., 54.242336, 54.242134,\n",
       "        54.24193 ],\n",
       "       [54.248676, 54.24889 , 54.2491  , ..., 54.249554, 54.249355,\n",
       "        54.249146],\n",
       "       [54.255898, 54.256107, 54.256313, ..., 54.256783, 54.256573,\n",
       "        54.25637 ],\n",
       "       ...,\n",
       "       [55.267124, 55.267334, 55.267555, ..., 55.268032, 55.26782 ,\n",
       "        55.267605],\n",
       "       [55.274345, 55.274563, 55.274776, ..., 55.275253, 55.27504 ,\n",
       "        55.27483 ],\n",
       "       [55.28157 , 55.281788, 55.282005, ..., 55.282482, 55.28227 ,\n",
       "        55.28205 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XTIME</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>60.0</div><input id='attrs-e1116c49-a602-4678-a4c3-a70173c8a436' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e1116c49-a602-4678-a4c3-a70173c8a436' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3489a87d-b83f-4f6f-8bfc-ebc7b11bc3e7' class='xr-var-data-in' type='checkbox'><label for='data-3489a87d-b83f-4f6f-8bfc-ebc7b11bc3e7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(60., dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Time</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2024-05-14T13:00:00</div><input id='attrs-a7c98717-1026-4ed1-a438-83f4c2afb15b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a7c98717-1026-4ed1-a438-83f4c2afb15b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9b913535-fc32-4fb9-a6b9-ed16e26cbb79' class='xr-var-data-in' type='checkbox'><label for='data-9b913535-fc32-4fb9-a6b9-ed16e26cbb79' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(&#x27;2024-05-14T13:00:00.000000000&#x27;, dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e531c372-1106-4eee-a7a6-43a4c1064b18' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-e531c372-1106-4eee-a7a6-43a4c1064b18' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-bb1f2181-b487-49d8-9240-5fd6e746ea62' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-bb1f2181-b487-49d8-9240-5fd6e746ea62' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'XLONG' (south_north: 145, west_east: 320)> Size: 186kB\n",
       "array([[-3.9858093e+00, -3.9734802e+00, -3.9611206e+00, ...,\n",
       "        -6.6741943e-02, -5.4412842e-02, -4.2053223e-02],\n",
       "       [-3.9861755e+00, -3.9738159e+00, -3.9614563e+00, ...,\n",
       "        -6.6406250e-02, -5.4046631e-02, -4.1687012e-02],\n",
       "       [-3.9865417e+00, -3.9741821e+00, -3.9618225e+00, ...,\n",
       "        -6.6070557e-02, -5.3710938e-02, -4.1320801e-02],\n",
       "       ...,\n",
       "       [-4.0381775e+00, -4.0255127e+00, -4.0128174e+00, ...,\n",
       "        -1.5777588e-02, -3.1127930e-03,  9.5825195e-03],\n",
       "       [-4.0385742e+00, -4.0258789e+00, -4.0131836e+00, ...,\n",
       "        -1.5411377e-02, -2.7160645e-03,  9.9487305e-03],\n",
       "       [-4.0389404e+00, -4.0262451e+00, -4.0135803e+00, ...,\n",
       "        -1.5045166e-02, -2.3498535e-03,  1.0314941e-02]], dtype=float32)\n",
       "Coordinates:\n",
       "    XLONG    (south_north, west_east) float32 186kB -3.986 -3.973 ... 0.01031\n",
       "    XLAT     (south_north, west_east) float32 186kB 54.24 54.24 ... 55.28 55.28\n",
       "    XTIME    float32 4B 60.0\n",
       "    Time     datetime64[ns] 8B 2024-05-14T13:00:00\n",
       "Dimensions without coordinates: south_north, west_east"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lons"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will now plot our data using matplotlib:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 579
    },
    "executionInfo": {
     "elapsed": 3002,
     "status": "ok",
     "timestamp": 1676969254324,
     "user": {
      "displayName": "Laurents Marker",
      "userId": "00093468885633509413"
     },
     "user_tz": 0
    },
    "id": "_zHFwnc7Gk_l",
    "outputId": "04b66db1-b698-417a-f361-0eb97b1a1cea"
   },
   "outputs": [],
   "source": [
    "# Create a figure and axes object\n",
    "fig = plt.figure(figsize=(10,10))\n",
    "\n",
    "\n",
    "# Set map projection with cart_proj\n",
    "ax = plt.axes(projection=cart_proj)\n",
    "\n",
    "# Add coastline features to axes object \n",
    "ax.coastlines(linewidth=0.5)\n",
    "\n",
    "# Add features to the map like contour lines\n",
    "# Set contour levels \n",
    "lvl = np.arange(980, 1030, 2.5) # Non-inclusive of end value (1030)\n",
    "\n",
    "# Add contour lines\n",
    "plt.contour(lons,\n",
    "            lats,\n",
    "            slp, \n",
    "            levels=lvl,\n",
    "            colors='k',\n",
    "            transform=crs.PlateCarree())\n",
    "\n",
    "# Add filled contour lines\n",
    "plt.contourf(lons,\n",
    "             lats,\n",
    "             slp,\n",
    "             levels=lvl,\n",
    "             transform=crs.PlateCarree(),\n",
    "             cmap='viridis')\n",
    "\n",
    "# Add colorbar\n",
    "plt.colorbar(ax=ax, shrink=0.7, label='hPa')\n",
    "\n",
    "\n",
    "# Manually set extent of map projection\n",
    "ax.set_extent([-10, 2, 50, 59]) # Whole UK"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### What's next?\n",
    "\n",
    "Plot SLP for the other domains (1 and 3):\n",
    "- Get the right file\n",
    "- Change map extent\n",
    "- Change contour levels if required\n",
    "\n",
    "Try plotting another variable, look for what is available from wrf-python here: https://wrf-python.readthedocs.io/en/latest/user_api/generated/wrf.getvar.html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "colab": {
   "authorship_tag": "ABX9TyNlLGIk3AJmCF9uxhyLHTEl",
   "provenance": []
  },
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}