2021-01-19-AA-dev-plot-data-location-swot-simulator-region.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "import numpy as np\n",
    "import glob\n",
    "import os\n",
    "\n",
    "import cartopy.crs as ccrs\n",
    "import cartopy.feature as cfeature\n",
    "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
    "import matplotlib.patches as mpatches\n",
    "import matplotlib.pyplot as plt\n",
    "import cartopy\n",
    "cartopy.config['pre_existing_data_dir']  = '/home/ad/alberta/git/cartopy_data' \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "latminN=30\n",
    "latmaxN=40\n",
    "lonminN=-55\n",
    "lonmaxN=-40\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "latminM=35.1\n",
    "latmaxM=44.4\n",
    "lonminM=-5.7\n",
    "lonmaxM=9.6\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "colors=['turquoise','royalblue','palegreen','seagreen']\n",
    "phase=['calval','calval','science','science']\n",
    "data=['karin','nadir','karin','nadir']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 1, 2, 3, 4])"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.arange(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/work/ALT/odatis/eNATL60/alberta/SWOT-sim/eNATL60-BLB002/MEDWEST/calval_phase/karin\n",
      "/work/ALT/odatis/eNATL60/alberta/SWOT-sim/eNATL60-BLB002/MEDWEST/calval_phase/nadir\n",
      "/work/ALT/odatis/eNATL60/alberta/SWOT-sim/eNATL60-BLB002/MEDWEST/science_phase/karin\n",
      "/work/ALT/odatis/eNATL60/alberta/SWOT-sim/eNATL60-BLB002/MEDWEST/science_phase/nadir\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1440x1080 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "dir='/work/ALT/odatis/eNATL60/alberta/SWOT-sim/eNATL60-BLB002/'\n",
    "\n",
    "region='MEDWEST'\n",
    "tdir=dir+region+'/'\n",
    "\n",
    "fig=plt.figure(figsize=(20,15))\n",
    "#ax = plt.subplot(111,projection=ccrs.PlateCarree(central_longitude=0))\n",
    "ax = fig.add_subplot(111,projection=ccrs.Orthographic(central_longitude=-30,\n",
    "                                                        central_latitude=35))\n",
    "ax.set_extent((-20, 20, 30, 50))\n",
    "ax.coastlines(resolution=\"10m\")\n",
    "gl = ax.gridlines(draw_labels=True, linestyle=':', color='black',\n",
    "                          alpha=0.5)\n",
    "#gl.top_labels = False\n",
    "#gl.right_labels = False\n",
    "gl.xformatter = LONGITUDE_FORMATTER\n",
    "gl.yformatter = LATITUDE_FORMATTER\n",
    "ax.tick_params('both',labelsize=22)\n",
    "\n",
    "ax.plot([lonminM, lonminM], [latminM, latmaxM],color='black',linewidth=3,transform=ccrs.PlateCarree())\n",
    "ax.plot([lonmaxM, lonmaxM], [latminM, latmaxM],color='black',linewidth=3,transform=ccrs.PlateCarree())\n",
    "ax.plot([lonminM, lonmaxM], [latminM, latminM],color='black',linewidth=3,transform=ccrs.PlateCarree())\n",
    "ax.plot([lonminM, lonmaxM], [latmaxM, latmaxM],color='black',linewidth=3,transform=ccrs.PlateCarree())    \n",
    "\n",
    "for k in np.arange(4):\n",
    "    tdirf=tdir+phase[k]+'_phase/'+data[k]\n",
    "    files=glob.glob(tdirf+'/*nc')\n",
    "    print(tdirf)\n",
    "    for f in np.arange(len(files)):\n",
    "        ds=xr.open_dataset(files[f])\n",
    "        if data == 'karin':\n",
    "            lat = ds['latitude'];\n",
    "            lon = ds['longitude'];\n",
    "            plt.scatter(lon,lat, c=colors[k], linewidth=0, s=18,transform=ccrs.PlateCarree());\n",
    "        if data == 'nadir':\n",
    "            lat = ds['latitude'];\n",
    "            lon = ds['longitude'];\n",
    "            plt.scatter(lon,lat, c=colors[k], linewidth=0, s=18,transform=ccrs.PlateCarree());\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "k=0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/work/ALT/odatis/eNATL60/alberta/SWOT-sim/eNATL60-BLB002/MEDWEST/calval_phase/karin\n"
     ]
    }
   ],
   "source": [
    "    tdirf=tdir+phase[k]+'_phase/'+data[k]\n",
    "    files=glob.glob(tdirf+'/*nc')\n",
    "    print(tdirf)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "797"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(files)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "f=0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "        ds=xr.open_dataset(files[f])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
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       "  --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;\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-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",
       "  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",
       "  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-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-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",
       "  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;\n",
       "Dimensions:                (num_lines: 266, num_pixels: 71)\n",
       "Coordinates:\n",
       "    latitude               (num_lines, num_pixels) float64 41.15 41.16 ... 36.79\n",
       "    longitude              (num_lines, num_pixels) float64 0.7411 ... 3.69\n",
       "Dimensions without coordinates: num_lines, num_pixels\n",
       "Data variables:\n",
       "    time                   (num_lines) datetime64[ns] 2010-07-25T04:06:53.746...\n",
       "    ssh_karin              (num_lines, num_pixels) float64 nan nan ... nan nan\n",
       "    err_timing             (num_lines, num_pixels) float64 nan nan ... nan nan\n",
       "    err_roll               (num_lines, num_pixels) float64 nan nan ... nan nan\n",
       "    err_baseline_dilation  (num_lines, num_pixels) float64 nan nan ... nan nan\n",
       "    err_phase              (num_lines, num_pixels) float64 nan nan ... nan nan\n",
       "    err_karin              (num_lines, num_pixels) float64 nan nan ... nan nan\n",
       "    ssh_karin_true         (num_lines, num_pixels) float64 nan nan ... nan nan\n",
       "    err_wet_troposphere    (num_lines, num_pixels) float64 nan nan ... nan nan\n",
       "Attributes:\n",
       "    Conventions:                        CF-1.7\n",
       "    title:                              Level 2 Low Rate Sea Surface Height D...\n",
       "    institution:                        CNES/JPL\n",
       "    source:                             Simulate product\n",
       "    history:                            2020-07-23 08:32:34 : Creation\n",
       "    platform:                           SWOT\n",
       "    references:                         Gaultier, L., C. Ubelmann, and L.-L. ...\n",
       "    reference_document:                 D-56407_SWOT_Product_Description_L2_L...\n",
       "    contact:                            CNES aviso@altimetry.fr, JPL podaac@p...\n",
       "    cycle_number:                       393\n",
       "    pass_number:                        20\n",
       "    time_coverage_start:                2010-07-25T03:53:23.695609Z\n",
       "    time_coverage_end:                  2010-07-25T04:44:29.291290Z\n",
       "    time_coverage_duration:             P51M5S\n",
       "    time_coverage_resolution:           P1S\n",
       "    geospatial_lon_min:                 6.154837968246848e-05\n",
       "    geospatial_lon_max:                 359.99995720761115\n",
       "    geospatial_lat_min:                 -78.29172038319075\n",
       "    geospatial_lat_max:                 78.29190983692315\n",
       "    left_first_longitude:               286.08170381431\n",
       "    left_first_latitude:                77.03286122735166\n",
       "    left_last_longitude:                93.22264009766208\n",
       "    left_last_latitude:                 -78.29172038319075\n",
       "    right_first_longitude:              286.0910410357011\n",
       "    right_first_latitude:               78.29190983692315\n",
       "    right_last_longitude:               93.21893087759418\n",
       "    right_last_latitude:                -77.03267044576478\n",
       "    wavelength:                         0.008385803020979\n",
       "    orbit_solution:                     POE\n",
       "    xref_input_l1b_lr_intf_file:        N/A\n",
       "    xref_input_static_karin_cal_file:   N/A\n",
       "    xref_input_static_geophys_files:    N/A\n",
       "    xref_input_dynamic_geophys_files:   N/A\n",
       "    xref_input_l1_nalt_gdr_files:       N/A\n",
       "    xref_input_int_lr_xover_cal_files:  N/A\n",
       "    xref_input_l2_rad_gdr_files:        N/A\n",
       "    ellipsoid_semi_major_axis:          1.0\n",
       "    ellipsoid_flattening:               0.0</pre><div class='xr-wrap' hidden><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-710ba7c7-d1d2-4af9-ae8b-74468e9153c9' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-710ba7c7-d1d2-4af9-ae8b-74468e9153c9' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>num_lines</span>: 266</li><li><span>num_pixels</span>: 71</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-1b5b3c96-ce65-4fce-b24e-9d7f99ba5e67' class='xr-section-summary-in' type='checkbox'  checked><label for='section-1b5b3c96-ce65-4fce-b24e-9d7f99ba5e67' class='xr-section-summary' >Coordinates: <span>(2)</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>latitude</span></div><div class='xr-var-dims'>(num_lines, num_pixels)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-13884cff-6c34-4885-8d4a-11dda57452f4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-13884cff-6c34-4885-8d4a-11dda57452f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b2f4112d-b03f-4d44-baa5-c03e681f9d04' class='xr-var-data-in' type='checkbox'><label for='data-b2f4112d-b03f-4d44-baa5-c03e681f9d04' 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>long_name :</span></dt><dd>latitude (positive N, negative S)</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>valid_min :</span></dt><dd>-80000000</dd><dt><span>valid_max :</span></dt><dd>80000000</dd><dt><span>comment :</span></dt><dd>Latitude of measurement [-80,80]. Positive latitude is North latitude, negative latitude is South latitude.</dd></dl></div><div class='xr-var-data'><pre>array([[41.151807, 41.156172, 41.160532, ..., 41.437962, 41.442007, 41.446049],\n",
       "       [41.134359, 41.138723, 41.143082, ..., 41.420437, 41.424482, 41.428522],\n",
       "       [41.116912, 41.121274, 41.125632, ..., 41.402913, 41.406957, 41.410996],\n",
       "       ...,\n",
       "       [36.555084, 36.55902 , 36.562952, ..., 36.813608, 36.817271, 36.82093 ],\n",
       "       [36.537535, 36.54147 , 36.545401, ..., 36.796   , 36.799662, 36.80332 ],\n",
       "       [36.519986, 36.52392 , 36.52785 , ..., 36.778391, 36.782053, 36.78571 ]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>longitude</span></div><div class='xr-var-dims'>(num_lines, num_pixels)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-828df3f1-ddb6-4289-8c7d-f43fd5b4e7a5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-828df3f1-ddb6-4289-8c7d-f43fd5b4e7a5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-74e9a079-1ae6-4a1f-adf2-6ecbd9fc1d36' class='xr-var-data-in' type='checkbox'><label for='data-74e9a079-1ae6-4a1f-adf2-6ecbd9fc1d36' 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>long_name :</span></dt><dd>longitude (degrees East)</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>359999999</dd><dt><span>comment :</span></dt><dd>Longitude of measurement. East longitude relative to Greenwich meridian.</dd></dl></div><div class='xr-var-data'><pre>array([[0.741144, 0.764318, 0.787495, ..., 2.323888, 2.347266, 2.370647],\n",
       "       [0.746942, 0.77011 , 0.793282, ..., 2.329286, 2.352659, 2.376034],\n",
       "       [0.752737, 0.775899, 0.799065, ..., 2.334682, 2.358048, 2.381417],\n",
       "       ...,\n",
       "       [2.146264, 2.168113, 2.189964, ..., 3.636973, 3.65897 , 3.680968],\n",
       "       [2.151165, 2.173009, 2.194856, ..., 3.64155 , 3.663541, 3.685535],\n",
       "       [2.156064, 2.177903, 2.199745, ..., 3.646124, 3.668111, 3.690099]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-bb9fcb4e-9529-49c9-ade9-f3c8ecb07005' class='xr-section-summary-in' type='checkbox'  checked><label for='section-bb9fcb4e-9529-49c9-ade9-f3c8ecb07005' class='xr-section-summary' >Data variables: <span>(9)</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>time</span></div><div class='xr-var-dims'>(num_lines)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-42fc5824-15a0-4dec-bdf3-52bff5e0c017' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-42fc5824-15a0-4dec-bdf3-52bff5e0c017' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-942d42ae-1e67-46c6-854c-303b21bbd369' class='xr-var-data-in' type='checkbox'><label for='data-942d42ae-1e67-46c6-854c-303b21bbd369' 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>long_name :</span></dt><dd>time in UTC</dd><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>tai_utc_difference :</span></dt><dd>[Value of TAI-UTC at time of first record]</dd><dt><span>leap_second :</span></dt><dd>YYYY-MM-DD hh:mm:ss</dd><dt><span>comment :</span></dt><dd>Time of measurement in seconds in the UTC time scale since 1 Jan 2000 00:00:00 UTC. [tai_utc_difference] is the difference between TAI and UTC reference time (seconds) for the first measurement of the data set. If a leap second occurs within the data set, the attribute leap_second is set to the UTC time at which the leap second occurs.</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2010-07-25T04:06:53.746517952&#x27;, &#x27;2010-07-25T04:06:54.056528000&#x27;,\n",
       "       &#x27;2010-07-25T04:06:54.366537984&#x27;, ..., &#x27;2010-07-25T04:08:15.246680960&#x27;,\n",
       "       &#x27;2010-07-25T04:08:15.556380992&#x27;, &#x27;2010-07-25T04:08:15.866078976&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ssh_karin</span></div><div class='xr-var-dims'>(num_lines, num_pixels)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-eb0ab05b-4aa7-4101-be7e-37320c4f3e31' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-eb0ab05b-4aa7-4101-be7e-37320c4f3e31' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-acb41a6e-420c-4a44-b0df-b75e2872cf83' class='xr-var-data-in' type='checkbox'><label for='data-acb41a6e-420c-4a44-b0df-b75e2872cf83' 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>long_name :</span></dt><dd>sea surface height</dd><dt><span>standard_name :</span></dt><dd>sea surface height above reference ellipsoid</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>valid_min :</span></dt><dd>-15000000</dd><dt><span>valid_max :</span></dt><dd>150000000</dd><dt><span>comment :</span></dt><dd>Fully corrected sea surface height measured by KaRIn. The height is relative to the reference ellipsoid defined in the global attributes. This value is computed using radiometer measurements for wet troposphere effects on the KaRIn measurement (e.g., rad_wet_tropo_cor and sea_state_bias_cor).</dd><dt><span>post_process :</span></dt><dd>land masked used bilinear mask</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>err_timing</span></div><div class='xr-var-dims'>(num_lines, num_pixels)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-808ca734-3a75-4415-a6d5-4397612dc58d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-808ca734-3a75-4415-a6d5-4397612dc58d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2df2ef4c-2424-4591-8b44-a3b393330b66' class='xr-var-data-in' type='checkbox'><label for='data-2df2ef4c-2424-4591-8b44-a3b393330b66' 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>long_name :</span></dt><dd>Timing error</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>post_process :</span></dt><dd>land masked used bilinear mask</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>err_roll</span></div><div class='xr-var-dims'>(num_lines, num_pixels)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a13334db-fad7-48b0-bc1b-c29ee1533f46' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a13334db-fad7-48b0-bc1b-c29ee1533f46' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c15b9798-4f7e-4a0c-a030-805649910a32' class='xr-var-data-in' type='checkbox'><label for='data-c15b9798-4f7e-4a0c-a030-805649910a32' 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>long_name :</span></dt><dd>Error due to roll</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>post_process :</span></dt><dd>land masked used bilinear mask</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>err_baseline_dilation</span></div><div class='xr-var-dims'>(num_lines, num_pixels)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-29c1052f-b3aa-4bce-8747-45f2696dbb14' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-29c1052f-b3aa-4bce-8747-45f2696dbb14' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6495ad50-46fa-4987-9afa-9f1c19637698' class='xr-var-data-in' type='checkbox'><label for='data-6495ad50-46fa-4987-9afa-9f1c19637698' 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>long_name :</span></dt><dd>Error due to baseline mast dilation</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>post_process :</span></dt><dd>land masked used bilinear mask</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>err_phase</span></div><div class='xr-var-dims'>(num_lines, num_pixels)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-aaf213c1-5bb2-4316-b9a9-99883070d385' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aaf213c1-5bb2-4316-b9a9-99883070d385' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-991dcc17-069c-4113-9b25-3aee48dea6f6' class='xr-var-data-in' type='checkbox'><label for='data-991dcc17-069c-4113-9b25-3aee48dea6f6' 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>long_name :</span></dt><dd>Error due to phase</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>post_process :</span></dt><dd>land masked used bilinear mask</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>err_karin</span></div><div class='xr-var-dims'>(num_lines, num_pixels)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-841e7ecb-84e2-44e9-9a75-7d52bf4afc9f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-841e7ecb-84e2-44e9-9a75-7d52bf4afc9f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ccbd4e15-60b4-4f17-9fce-72267b60ed50' class='xr-var-data-in' type='checkbox'><label for='data-ccbd4e15-60b4-4f17-9fce-72267b60ed50' 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>long_name :</span></dt><dd>KaRIn error</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>post_process :</span></dt><dd>land masked used bilinear mask</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ssh_karin_true</span></div><div class='xr-var-dims'>(num_lines, num_pixels)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-361840f7-b751-44c1-91b5-75ff71cc7bed' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-361840f7-b751-44c1-91b5-75ff71cc7bed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d4522f38-c27d-4e27-bcff-c2fabfb7198c' class='xr-var-data-in' type='checkbox'><label for='data-d4522f38-c27d-4e27-bcff-c2fabfb7198c' 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>long_name :</span></dt><dd>sea surface height</dd><dt><span>standard_name :</span></dt><dd>sea surface height above reference ellipsoid</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>valid_min :</span></dt><dd>-15000000</dd><dt><span>valid_max :</span></dt><dd>150000000</dd><dt><span>comment :</span></dt><dd>Height of the sea surface free of measurement errors.</dd><dt><span>post_process :</span></dt><dd>land masked used CPUDispatcher(&lt;function mask_bilinear at 0x7f87f3abc200&gt;) mask and nanmask from &#x27;ssh_karin&#x27; variable</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>err_wet_troposphere</span></div><div class='xr-var-dims'>(num_lines, num_pixels)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9b60b26f-d8ab-470b-a4ae-da7b1d14e9c1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9b60b26f-d8ab-470b-a4ae-da7b1d14e9c1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ec73641c-200f-4b64-9357-04b197046ce2' class='xr-var-data-in' type='checkbox'><label for='data-ec73641c-200f-4b64-9357-04b197046ce2' 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>long_name :</span></dt><dd>Error due to wet troposphere path delay</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>post_process :</span></dt><dd>land masked used bilinear mask</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-55334af0-ba9e-41d3-b00f-bff5b60b0f13' class='xr-section-summary-in' type='checkbox'  ><label for='section-55334af0-ba9e-41d3-b00f-bff5b60b0f13' class='xr-section-summary' >Attributes: <span>(38)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>Conventions :</span></dt><dd>CF-1.7</dd><dt><span>title :</span></dt><dd>Level 2 Low Rate Sea Surface Height Data Product - Basic SSH</dd><dt><span>institution :</span></dt><dd>CNES/JPL</dd><dt><span>source :</span></dt><dd>Simulate product</dd><dt><span>history :</span></dt><dd>2020-07-23 08:32:34 : Creation</dd><dt><span>platform :</span></dt><dd>SWOT</dd><dt><span>references :</span></dt><dd>Gaultier, L., C. Ubelmann, and L.-L. Fu, 2016: The Challenge of Using Future SWOT Data for Oceanic Field Reconstruction. J. Atmos. Oceanic Technol., 33, 119-126, doi:10.1175/jtech-d-15-0160.1. http://dx.doi.org/10.1175/JTECH-D-15-0160.1.</dd><dt><span>reference_document :</span></dt><dd>D-56407_SWOT_Product_Description_L2_LR_SSH</dd><dt><span>contact :</span></dt><dd>CNES aviso@altimetry.fr, JPL podaac@podaac.jpl.nasa.gov</dd><dt><span>cycle_number :</span></dt><dd>393</dd><dt><span>pass_number :</span></dt><dd>20</dd><dt><span>time_coverage_start :</span></dt><dd>2010-07-25T03:53:23.695609Z</dd><dt><span>time_coverage_end :</span></dt><dd>2010-07-25T04:44:29.291290Z</dd><dt><span>time_coverage_duration :</span></dt><dd>P51M5S</dd><dt><span>time_coverage_resolution :</span></dt><dd>P1S</dd><dt><span>geospatial_lon_min :</span></dt><dd>6.154837968246848e-05</dd><dt><span>geospatial_lon_max :</span></dt><dd>359.99995720761115</dd><dt><span>geospatial_lat_min :</span></dt><dd>-78.29172038319075</dd><dt><span>geospatial_lat_max :</span></dt><dd>78.29190983692315</dd><dt><span>left_first_longitude :</span></dt><dd>286.08170381431</dd><dt><span>left_first_latitude :</span></dt><dd>77.03286122735166</dd><dt><span>left_last_longitude :</span></dt><dd>93.22264009766208</dd><dt><span>left_last_latitude :</span></dt><dd>-78.29172038319075</dd><dt><span>right_first_longitude :</span></dt><dd>286.0910410357011</dd><dt><span>right_first_latitude :</span></dt><dd>78.29190983692315</dd><dt><span>right_last_longitude :</span></dt><dd>93.21893087759418</dd><dt><span>right_last_latitude :</span></dt><dd>-77.03267044576478</dd><dt><span>wavelength :</span></dt><dd>0.008385803020979</dd><dt><span>orbit_solution :</span></dt><dd>POE</dd><dt><span>xref_input_l1b_lr_intf_file :</span></dt><dd>N/A</dd><dt><span>xref_input_static_karin_cal_file :</span></dt><dd>N/A</dd><dt><span>xref_input_static_geophys_files :</span></dt><dd>N/A</dd><dt><span>xref_input_dynamic_geophys_files :</span></dt><dd>N/A</dd><dt><span>xref_input_l1_nalt_gdr_files :</span></dt><dd>N/A</dd><dt><span>xref_input_int_lr_xover_cal_files :</span></dt><dd>N/A</dd><dt><span>xref_input_l2_rad_gdr_files :</span></dt><dd>N/A</dd><dt><span>ellipsoid_semi_major_axis :</span></dt><dd>1.0</dd><dt><span>ellipsoid_flattening :</span></dt><dd>0.0</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:                (num_lines: 266, num_pixels: 71)\n",
       "Coordinates:\n",
       "    latitude               (num_lines, num_pixels) float64 ...\n",
       "    longitude              (num_lines, num_pixels) float64 ...\n",
       "Dimensions without coordinates: num_lines, num_pixels\n",
       "Data variables:\n",
       "    time                   (num_lines) datetime64[ns] ...\n",
       "    ssh_karin              (num_lines, num_pixels) float64 ...\n",
       "    err_timing             (num_lines, num_pixels) float64 ...\n",
       "    err_roll               (num_lines, num_pixels) float64 ...\n",
       "    err_baseline_dilation  (num_lines, num_pixels) float64 ...\n",
       "    err_phase              (num_lines, num_pixels) float64 ...\n",
       "    err_karin              (num_lines, num_pixels) float64 ...\n",
       "    ssh_karin_true         (num_lines, num_pixels) float64 ...\n",
       "    err_wet_troposphere    (num_lines, num_pixels) float64 ...\n",
       "Attributes:\n",
       "    Conventions:                        CF-1.7\n",
       "    title:                              Level 2 Low Rate Sea Surface Height D...\n",
       "    institution:                        CNES/JPL\n",
       "    source:                             Simulate product\n",
       "    history:                            2020-07-23 08:32:34 : Creation\n",
       "    platform:                           SWOT\n",
       "    references:                         Gaultier, L., C. Ubelmann, and L.-L. ...\n",
       "    reference_document:                 D-56407_SWOT_Product_Description_L2_L...\n",
       "    contact:                            CNES aviso@altimetry.fr, JPL podaac@p...\n",
       "    cycle_number:                       393\n",
       "    pass_number:                        20\n",
       "    time_coverage_start:                2010-07-25T03:53:23.695609Z\n",
       "    time_coverage_end:                  2010-07-25T04:44:29.291290Z\n",
       "    time_coverage_duration:             P51M5S\n",
       "    time_coverage_resolution:           P1S\n",
       "    geospatial_lon_min:                 6.154837968246848e-05\n",
       "    geospatial_lon_max:                 359.99995720761115\n",
       "    geospatial_lat_min:                 -78.29172038319075\n",
       "    geospatial_lat_max:                 78.29190983692315\n",
       "    left_first_longitude:               286.08170381431\n",
       "    left_first_latitude:                77.03286122735166\n",
       "    left_last_longitude:                93.22264009766208\n",
       "    left_last_latitude:                 -78.29172038319075\n",
       "    right_first_longitude:              286.0910410357011\n",
       "    right_first_latitude:               78.29190983692315\n",
       "    right_last_longitude:               93.21893087759418\n",
       "    right_last_latitude:                -77.03267044576478\n",
       "    wavelength:                         0.008385803020979\n",
       "    orbit_solution:                     POE\n",
       "    xref_input_l1b_lr_intf_file:        N/A\n",
       "    xref_input_static_karin_cal_file:   N/A\n",
       "    xref_input_static_geophys_files:    N/A\n",
       "    xref_input_dynamic_geophys_files:   N/A\n",
       "    xref_input_l1_nalt_gdr_files:       N/A\n",
       "    xref_input_int_lr_xover_cal_files:  N/A\n",
       "    xref_input_l2_rad_gdr_files:        N/A\n",
       "    ellipsoid_semi_major_axis:          1.0\n",
       "    ellipsoid_flattening:               0.0"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "            lat = ds['latitude'];\n",
    "            lon = ds['longitude'];\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;longitude&#x27; (num_lines: 266, num_pixels: 71)&gt;\n",
       "array([[0.741144, 0.764318, 0.787495, ..., 2.323888, 2.347266, 2.370647],\n",
       "       [0.746942, 0.77011 , 0.793282, ..., 2.329286, 2.352659, 2.376034],\n",
       "       [0.752737, 0.775899, 0.799065, ..., 2.334682, 2.358048, 2.381417],\n",
       "       ...,\n",
       "       [2.146264, 2.168113, 2.189964, ..., 3.636973, 3.65897 , 3.680968],\n",
       "       [2.151165, 2.173009, 2.194856, ..., 3.64155 , 3.663541, 3.685535],\n",
       "       [2.156064, 2.177903, 2.199745, ..., 3.646124, 3.668111, 3.690099]])\n",
       "Coordinates:\n",
       "    latitude   (num_lines, num_pixels) float64 41.15 41.16 41.16 ... 36.78 36.79\n",
       "    longitude  (num_lines, num_pixels) float64 0.7411 0.7643 ... 3.668 3.69\n",
       "Dimensions without coordinates: num_lines, num_pixels\n",
       "Attributes:\n",
       "    long_name:      longitude (degrees East)\n",
       "    standard_name:  longitude\n",
       "    units:          degrees_east\n",
       "    valid_min:      0\n",
       "    valid_max:      359999999\n",
       "    comment:        Longitude of measurement. East longitude relative to Gree...</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'longitude'</div><ul class='xr-dim-list'><li><span>num_lines</span>: 266</li><li><span>num_pixels</span>: 71</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-9a08234d-4568-4608-8eb2-ff1be1001d0b' class='xr-array-in' type='checkbox' checked><label for='section-9a08234d-4568-4608-8eb2-ff1be1001d0b' 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>0.7411 0.7643 0.7875 0.8107 0.8339 ... 3.602 3.624 3.646 3.668 3.69</span></div><div class='xr-array-data'><pre>array([[0.741144, 0.764318, 0.787495, ..., 2.323888, 2.347266, 2.370647],\n",
       "       [0.746942, 0.77011 , 0.793282, ..., 2.329286, 2.352659, 2.376034],\n",
       "       [0.752737, 0.775899, 0.799065, ..., 2.334682, 2.358048, 2.381417],\n",
       "       ...,\n",
       "       [2.146264, 2.168113, 2.189964, ..., 3.636973, 3.65897 , 3.680968],\n",
       "       [2.151165, 2.173009, 2.194856, ..., 3.64155 , 3.663541, 3.685535],\n",
       "       [2.156064, 2.177903, 2.199745, ..., 3.646124, 3.668111, 3.690099]])</pre></div></div></li><li class='xr-section-item'><input id='section-0a2797c4-f027-4732-8213-039205c9a7c5' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0a2797c4-f027-4732-8213-039205c9a7c5' class='xr-section-summary' >Coordinates: <span>(2)</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>latitude</span></div><div class='xr-var-dims'>(num_lines, num_pixels)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>41.15 41.16 41.16 ... 36.78 36.79</div><input id='attrs-8ecc8204-dafe-45c4-8a37-c2011df5875f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8ecc8204-dafe-45c4-8a37-c2011df5875f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bc7f236f-961a-4eb7-99da-bd9ac7df59cd' class='xr-var-data-in' type='checkbox'><label for='data-bc7f236f-961a-4eb7-99da-bd9ac7df59cd' 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>long_name :</span></dt><dd>latitude (positive N, negative S)</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>valid_min :</span></dt><dd>-80000000</dd><dt><span>valid_max :</span></dt><dd>80000000</dd><dt><span>comment :</span></dt><dd>Latitude of measurement [-80,80]. Positive latitude is North latitude, negative latitude is South latitude.</dd></dl></div><div class='xr-var-data'><pre>array([[41.151807, 41.156172, 41.160532, ..., 41.437962, 41.442007, 41.446049],\n",
       "       [41.134359, 41.138723, 41.143082, ..., 41.420437, 41.424482, 41.428522],\n",
       "       [41.116912, 41.121274, 41.125632, ..., 41.402913, 41.406957, 41.410996],\n",
       "       ...,\n",
       "       [36.555084, 36.55902 , 36.562952, ..., 36.813608, 36.817271, 36.82093 ],\n",
       "       [36.537535, 36.54147 , 36.545401, ..., 36.796   , 36.799662, 36.80332 ],\n",
       "       [36.519986, 36.52392 , 36.52785 , ..., 36.778391, 36.782053, 36.78571 ]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>longitude</span></div><div class='xr-var-dims'>(num_lines, num_pixels)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.7411 0.7643 0.7875 ... 3.668 3.69</div><input id='attrs-2a2a48d4-90de-437c-ae2d-52fe39bb18c1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2a2a48d4-90de-437c-ae2d-52fe39bb18c1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-96d1b15f-c486-49d1-b803-029a0f257460' class='xr-var-data-in' type='checkbox'><label for='data-96d1b15f-c486-49d1-b803-029a0f257460' 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>long_name :</span></dt><dd>longitude (degrees East)</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>359999999</dd><dt><span>comment :</span></dt><dd>Longitude of measurement. East longitude relative to Greenwich meridian.</dd></dl></div><div class='xr-var-data'><pre>array([[0.741144, 0.764318, 0.787495, ..., 2.323888, 2.347266, 2.370647],\n",
       "       [0.746942, 0.77011 , 0.793282, ..., 2.329286, 2.352659, 2.376034],\n",
       "       [0.752737, 0.775899, 0.799065, ..., 2.334682, 2.358048, 2.381417],\n",
       "       ...,\n",
       "       [2.146264, 2.168113, 2.189964, ..., 3.636973, 3.65897 , 3.680968],\n",
       "       [2.151165, 2.173009, 2.194856, ..., 3.64155 , 3.663541, 3.685535],\n",
       "       [2.156064, 2.177903, 2.199745, ..., 3.646124, 3.668111, 3.690099]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-efcb947a-8ebf-4541-84f3-6ea36b0090d1' class='xr-section-summary-in' type='checkbox'  checked><label for='section-efcb947a-8ebf-4541-84f3-6ea36b0090d1' class='xr-section-summary' >Attributes: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>longitude (degrees East)</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>359999999</dd><dt><span>comment :</span></dt><dd>Longitude of measurement. East longitude relative to Greenwich meridian.</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'longitude' (num_lines: 266, num_pixels: 71)>\n",
       "array([[0.741144, 0.764318, 0.787495, ..., 2.323888, 2.347266, 2.370647],\n",
       "       [0.746942, 0.77011 , 0.793282, ..., 2.329286, 2.352659, 2.376034],\n",
       "       [0.752737, 0.775899, 0.799065, ..., 2.334682, 2.358048, 2.381417],\n",
       "       ...,\n",
       "       [2.146264, 2.168113, 2.189964, ..., 3.636973, 3.65897 , 3.680968],\n",
       "       [2.151165, 2.173009, 2.194856, ..., 3.64155 , 3.663541, 3.685535],\n",
       "       [2.156064, 2.177903, 2.199745, ..., 3.646124, 3.668111, 3.690099]])\n",
       "Coordinates:\n",
       "    latitude   (num_lines, num_pixels) float64 41.15 41.16 41.16 ... 36.78 36.79\n",
       "    longitude  (num_lines, num_pixels) float64 0.7411 0.7643 ... 3.668 3.69\n",
       "Dimensions without coordinates: num_lines, num_pixels\n",
       "Attributes:\n",
       "    long_name:      longitude (degrees East)\n",
       "    standard_name:  longitude\n",
       "    units:          degrees_east\n",
       "    valid_min:      0\n",
       "    valid_max:      359999999\n",
       "    comment:        Longitude of measurement. East longitude relative to Gree..."
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lon"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "lonb=xr.where(lon>180,lon-360,lon)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.QuadMesh at 0x2b2fd2b57910>"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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BEP31XDsFF10betN3MZzHCCbMyeDhMYKAqSfkQ0ghYFJIOXS2OIRW857QUzPjqY/x02hCSZU1LWzK6Z/QgxO4wWzkCzsFvw8hJf11DONpSvrrmBSa3b4BOXwH5yJ8CDE8RhbqCjDSXwd8CCmgdA/krQPWQxn0mXfGVN4eRRPDeDoqLGaj0GeYLGrJLTtKyBJ6OtPhLyvjqc+HMGUeY58DOSaF5hLyFYRQHMhLh8FsNBt/kAujucZLfz3p2YGmqcup67Ttn9DnNDHF0F/PRbbmW2Xb6a/nQWcnlYj+OhUUSZ4DOQeshzLoM+9kEk1kzprWqkwl1BA0TUxOVXcGd8q20NNU8NFfV+X+aKLORDHTeYelpNBsydThLXJ3Av2hp9ZcCLlBKQ7k7YXAhO31IYyancxQziQc1EVXr3jOGQT8C1Od3g3uDDw+hFwc093PsHUfwpQhrW0ZjAR5o6QLlpLPIFf02uut4aGe+XxUxlOPD8F8VmIsxlPjZ/AffnNvOzy0NGXWtBD9dXMSD03gMYynFh9CTArN0ATejeLp37FYqCuqsZvmquE8RuDmQrDtfMaYtJVyAnkZMEUEeeqnVPw+Z3SnbWACn8yxO9yXMRdbagidFXvECeTZVvsBs1EM/fVUCJnJYuivS6az4VgPZTDDJO5lPDVQV8CUvgyD2ShAXTEXn5CF/rpq3993MhOTMSw11xSaTXT8HqEUmp5cCLn7CFyoStkZLA4W+zo2+utFZE2bMZrIct7Bdw5hrl0DWE8gb93ENCa8EVHGFJrN8lwTuOu4DqfQHGfSLucMcoTSaxoKrbj9VA5OW/e2hkl4tqxpnrDT1XKIpzIkh1P2fIaUjKcWH4I1haZrcmi1tRw6M1BXhOpTptAMRgSZsqYN9yFYeIyq9k1fhS07m+9/uFVUyW2myhwxHZavDBjuQM7FPJNr1rT2jZyyMWuaVynNlOwmhvF0zoigVtY0I+Np04fQnYTnOfxloa4AI/11CgEDqBzIxWew3rBMwj5FM9cE7t47JgJoRgd6e4MS8BFkEnrqIhX9NfhX92MiaQrNpiN7YT6CVSgnkHNFzwSY1DyTECmzpmWzczB8ho4PYabJLiX9dS4nkH0pNC08RjBdCs0Q2iamredCSIVyAnm7w+JDyETphHYCXh9CpiGsMT4E9wzCXNGBwcNfC0ih6SIUTdT0IdhzIeTHZeR+hnXAWiiDLVNYe+rNvD6eHYn3tPKKmyXLmhZkHu3vG8N42hl7RPprS+hpTNY0K/11zAnksbKmmemvPQ5lK49RK6+CgbqikjOC/nqEqB/V7v9hKxCRg4ArgQdRzcXvUNVXOm0EeC1wCvBV4Pmqem30zVdgLZTBUMSEZeZjjhluNsrFLGbxVYCN/jqXA2sp6a/n8xEMDz210l/PRV8xBhRh30YSI9q9wNNU9Ssisgu4SkT+QlU/0mjzTODY+vou4HX13+RYD2XQN4lnM/n5y7lkTWsL4ZYDZiNf/xknglZQk4G6wi1bwk7HRAz9dYi6IpcJu2ty8mQ6M/oQUiHFCWStVkFfqYu76ssV+FTgrXXbj4jIoSJyhKreHi2Ag1ENXyJytIh8SERuEpEbReSs+v3DRORyEflM/ffhjT7niMjNIvJpEXn6mPLdf0ahvsRzuW19faeEX05xLn/9XJ9BVSIunKtdPxc2VIZfOJfuaF+NulywvyZr67929F6dz8uO1pU7lOH/X2C3iFzduM5ojiUiO0XkOuBO4HJV/ahzuyOBzzXKe+v3kmPsncE+4GxVvVZEDgGuEZHLgecDH1TVV4nIy4GXAy8TkScApwFPBB4FfEBEHqeq/R6kzYmthjfE07JTsK7mm2MZfBOVXP2r7pisaTFke3bGU48foHMfZyzD/yFkNkqZNc1Cf23xC0yZNc1Cf23xIYTCQ7thqU1+oenor8fhEDLRUdylqsf3VdZz23EicijwLhF5kqre0LrZim6DRTVgVGVQb2Vur1/fIyI3UWm1U4GT62ZvAa4AXla/f6Gq3gvcIiI3AycAH+67h9B+WlGspXOZNjxyZZs1zYXvtsbPMNt5BwepGE9zCTt1MWYKTSu76FgYizYi9S5NVb8oIlcAzwCaymAvcHSjfBRwW9Kb15jMZyAixwBPAT4KPGLT5qWqt4vIN9TNjgSazpOVW6J6q3UGwK5DHu5WjwLLKtsbduq0XdlhLITs/q2VsGtPD4w1kxIyhZYa6a9zscqkSqHpmmCmTKHpQ0fppKS/HiEsVRXuS+BAFpHDgftqRfBg4AeB33KaXQq8WEQupHIcf2kMfwFMpAxE5KHAxcBLVPXL7va82XTFe51ZRlX3AHsAHvKIo3tnoRgK69mih1xYdjNOfefBzPQZQlxE253+OtcDbGlTaA7PhZA7Eh46OwJ4i4jspPLfXqSq7xWRFwGo6uuBy6jCSm+mCi19QYobr8LoyqAOmboYeJuqvrN++45Nj7iIHEHlPIGtbon6fisTTn4WxtNssqa58JrYYnwI85lFNlq7nYB/IUP66xAsKTQtPEZV3zx2Ds3PZOExgvHYVVOYiVT1E1TWEvf91zdeK3Bm9M0GYFRlUB+YeCNwk6qe16i6FHge8Kr67yWN998uIudROZCPBT4WvE+Prd/kMHXGsfbFM/eZzUa+HYrF/m6lv45yRhtCTw2fIYb+Gvw7h86GxGM2sjKeim9nYKC/hsgDbJ6+MVnTYuivLTxGYOMy6pqYRjh0RiGq2wpOAp4DXF+HTwH8KpUSuEhEXgj8C/DjAKp6o4hcBHySKhLpTG8kUSRMFNYWk9Oc3xOfIum09Uzg2foE3AbeYkuZ5HJgzYXtAJuN/jobR+5k9NfTfN6S3MYIVb2K/qnxB3r6nAuca7tRz2sHS/EDtGkx/CvuXD6TlzYjgv56zmiiseiv56TD9mHMFJprNXVqMp9BVliPE8gjICZGP5cJOgTLzmgpIa0+s9FS6K9deLOVBZzTplwIUVKmgy/pjoXHqGo/jploX9kZZIq+iThkxvaVAxO4ieQuxocQ2EXE0F930GwfIJebLGtayHEd+D+ZQksNjKdj0l/bDrClYzy1+BBiUmim5DHyUVfAWJnOis9geQh8D2Im9PlyHww3G5kZT3MMPY1gPIU8/ALdU9K21f0SDrC56KzuvYynW6e/noveuiiDHKGeCXDK/5dlNW8IPc3FrxF1irijSAMPYCJMRn+dgUKCOPprwJ9Cs5N7ORPH9Qg/oJLcZg0wqnlmpu+Gze7vNxtloYRcGJQO+BXvYqKJPGajmBSac1FjuwiHofaHnlpzIeR8ziA3rIcy6JkAs3HkxvgQMjFXdWDxIVjOIIDJdzMmxqK/7kQe5aqUPD4EawrNpgLIJdx1y9BiJsoWW810NnScIWN5+wb8uD6z0ZiMp14fQmgCD/0WDAfHYhhPLT6E7lD+Cd2yc/CZnKyMp5ZDZ0HHbeMzhJzNlviYYOpKA+OpxYfgO4OwUo6xook2SjTR9oFl8mchq3kXHi0VRX8NGX3GxktP2Cn4Q09D1BVzJbtx4VMsMfTX0PYh5BJ268L9TK7ZKAWKzyBn9E3EgQncG3o64/86hhYjy7SXLkairqiGcnYhGfxmY+iv3fZLOcDmor27GU5dUZUNuRBG8hG4mDNx0lhYD2UwBzyTVAxbajXA1sVKhpDz2XAOIRdnu4sx6a9nIxs0YMwUmu4uJJeUmqlQHMiZotdeb52E+8ZcNZbHDxCzmu+MHdrd+HwIoUgb364i5OewfEZjBFBzOW+hrlh9r/6+IZ/AWIynMT4EK/2179BZ6IyCqyxSZU0bk/465ENIAdXiQF4+DGajdbCRp2Q8zQYRZqOUjKdzIagMLM7nkA8hx8/vyGhNoZkGwv7iQM4QymCfQS5nASw7Fm/Y6Yqx5vMDuOXmqto1ofS3Xd2ggVyUroOx6K+hPQHmOEGDLYVmDP31WOcGrCg+g3VDSrNRhkqog5B5yrer6IwVsCPNBJ+iSUl/7Zq6cvkfp6S/XmIKTReunCmgFDNRvuibxIx2/9lgsN1bfAid1UsmzKImH4KR/jpL007AZ2DxIYRMPbnuHJrwsZKC34dgzYUQn6l4BdS/eV0qFq8MBI/zNsaRG7Jc+Ew7Vlu9b8IPLEDnYjw1jRVSuj5lEcN46owVkzXNSn/ddCiHziBMlTUthv4a4lJotpPa23YRLSe4J+y0uo9fWaRCiSYquB9RFNZL2LGEFEmnvUd7hqgrcvi8KzAV/XUuJrYQUqXQtNJf50ZfoRSfwTLgWaEHzUa+XYWLXL4Lvkm78/n8250sieo6sJmNfEppHUxOMfTXS02h6YO7M3DNRmkg7N/I9geyZayHMrCYJKaQIcY845SzIdsLIGXWND/99VakS4+p6K/B8SFkqKBWwZdC08JjBNZcCNMorLIzyBTSs/oznxXw7SpCPgTfdyPCbBSVNc143xj66w58dv+Q2cjnuxgza5pHzJgzCDGMp0CyrGkx9NcwXgpN08E5A3UFdHcKKaBalMHaISrTmW+sTFfzlqxpUYynkM0KvonQ+YaUjKet+gyfBaxSBtOk0HRX90ukqiihpTlC6TfRhCawXP6f3tVsuyqG/noRnxdMEUCW0NMcfQBgCz1NSX+9hDBUF/s7ZqKQ2Wicz1hCS9cdhknYazaymmcymaRt/ErDQ09zJapzYeFqWkf66xCayiSG/trCY1SN3dhVZHACWRE2Ch1FnmibaLYePZLLJBWVZMfQNtfP30JICVl8CLF+kAzgmnZS0l+HfAhL3EmMZc5Z3pMIYy2UwWBuIoPj1joJDx53yFgGZ3SOjKedoUMTuMehHPwtW8xGXcO/Vw5fX4sPIYr+2i0bJ+RUjKdVvQ6qWzl2BP21l1Ij4FAehcuoOJALfIhZkZuienL9DnpW2aPSX2f6PFLRX7v9rfTXS1jNW1JoxtBfJ0WCxyoiRwNvBR4JbAB7VPW1TpuTgUuAW+q33qmqvxF/9y4GKwMRORj4d1XdEJHHAY8H/kJV7xtDsK2i12QENrPRQu3+LYepW2WYhKMpNXKB4X+67vTXIZgOsEWk0HSpK3JNoelDop3BPuBsVb1WRA4BrhGRy1X1k067v1HVZ6W4oQ+WncGVwPeJyMOBDwJXAz8B/JcxBLMg95OzURTW1r4Zfn6z3b+1EnZNKMaxcnweDixmoxj66xCP0RJ2ES6sZqNUSBFNpKq3A7fXr+8RkZuAIwFXGUwCizIQVf2qiLwQ+D1V/W0R+YexBDNhiz4DC5VDjA/BStSWLAeyJ+zUbevWW6grVslpUtCmHVrAbOTxIcRkTZuT/tpnckrJeBqTNS2G/triQ3BlCrGSuqGoKaAKOjyaaLeIXN0o71HVPW4jETkGeArw0RVjnCgiHwduA16qqjcaRR4EkzIQkROpdgIv3EL//JFKkYQCXnJdzXs+f8qsadma2DwIOsw9ZqMYxlNYTuhpE6MxnhqoK6r6cWDYGdylqsf7GojIQ4GLgZeo6ped6muBx6jqV0TkFODdwLGB8R4CnA08WlV/RkSOBb5FVd/r62eZzF8CnAO8S1VvFJHHAh8y9B8H6lnRG1Z+K4rzwTApe3csgQXoMkxM/ZFGsAWzUasuVN56FM9c8IWextBfu2OH8yoMFHipSPR1EJFdVIrgbar6zs5tGspBVS8TkT8Qkd2qepdn2D8GrgFOrMt7gT8H0igDVf1r4K9rRzKq+lngF4b2XzqiMp1Zx8rxhxRhNoqiv87xWaxA1+7frOv3AQyqb4wW4jFaitJqwjUxpaS/HsdnIEkcyFJtAd8I3KSq5/W0eSRwh6qqiJxAtdm5OzD0N6nqT4jI6QCq+u/ibjdXYPAuSkROFJFPAjfV5SeLyB8E+rxJRO4UkRsa7/26iPyriFxXX6c06s4RkZtF5NMi8vShst1PSZHwEufKBik/Q6B9lp8/gIpE7MDV+oxVKqT7L9XQ1RzL33aJ2FCxXTQu3dG+MNQ74y4SQ3+HfpwEPAd4WnM+FJEXiciL6jY/BtxQ+wz+F3CadpxOHXxNRB68KYGIfBNwb0gYi5noNcDTgUsBVPXjIvL9gT5vBs6niqVt4ndV9Xeab4jIE4DTgCcCjwI+ICKPU1UvJ61gMRO55f4l+aSMp4axQr8di/PZazYK9fXtjNz2gdVrSvprr+YK/YQMnyGG8TTGhxBDf22NHhora5qFugLS0V8ng67YkW1lGNWrCOx9VfV8qjnUglcCfwkcLSJvo1I6zw91MjmAVfVzzm7DO1Gr6pW1l3wITgUuVNV7gVtE5GbgBODDFhmzQGgCc5Aya1qWC62QzJ32rZm0vw6jD2EhW5zOR24uUjxhp6vKMfTXY5G8TQnXbJQMWf7QKqjq5SJyLfDdVMrmrICPAbApg8+JyPcAKiIPpPIX3LQlaeHFIvJcqrMKZ6vqF6jiaz/SaLO3fq8DETkDOAPggQ95eP9dIlb3VsdtawLP9HsSw3ja9ZEM9yHk+jxcdD9Tq9Kpcydhd7DVw1Rt/RP6Mg+szUN/HfIhhEJPt4wM/0Ui8u3OW7fXfx8tIo9W1Wt9/S3K4EXAa6km6L3A+4EzDf038TrgN6ke528CrwZ+mtXbpZWPvI7T3QPw0K8/Wlu/xNZKcAvSjYAos1GUecZ/31wRc87CljXNow0Xgqnor936ddxFmJDnx311/fcg4Hjg41S/+m+jOr/wvb7Olmiiu0hw2lhV79h8LSJv4EC4017g6EbTo6gOWQSxdZ9BR7jG6+Erv+B9Q5Owb8K3TP6xfQ1tTUoqys4f0JwWs5El7BQC36XhPgTfGQSw+RBiziDEMJ669TFZ0+aiv04GJcvtrqo+FUBELgTOUNXr6/KTgJeG+lu4iQ4HfgY4ptlPVX/aIrCIHFEfwwb4EWAz0uhS4O0ich6VA/lY4GOWsc2wTOgWs5FxEs5yxW40k42WNS3HZzMAbQZYp67TNuQH0P46iw9hgeYnF11FYjMbpULmyW0ev6kIAFT1BhE5LtTJYia6BPgb4AMEHMebEJELgJOpjmTvpfJyn1wLpsCtwM/WAt8oIhdR8XLsA84MRRJBPUqfbddnA4ZlTDRJV+SBvkt4Hi4MZqOorGm+XaRzn2qovGeLVYg6dDYR/fUOmSbhfRAbWf9YbhKRPwL+lOqb+1MM8O9alMFDVPVlFolU9fQVb7/R0/5c4FzLPcaCa24Yk/HU60PI9Ttn+IwxWdOCPpJcn48HXb0y3Gw0Jv31OuwcXOwfKZoo80f1AuDngLPq8pVUvlovLMrgvSJyiqpetgXhRkUrlLhl+HYaGsq+SJtV5bFI7iZlPG32davMfpD+8FATyZ1v3FWdPT6EyagraO9CQso/hFSJcmIYT932Uc7nhPTXQR/CMCOGDa41IjOo6v8Dfre+BsOiDM4CflVE7gXuo/pKq6o+zHLDUdA3EQcmiqRO4EyQA+Ppyv5LgMdsNBfjaSUHa4WuopiG8TQdJOsvuIjcwqp1lOpjff0s0USHbEGu7QPDzsBiNjKHVub7HT0Ayyrbclo5NHYoAmgJzy6AbsRQ87V/J2AJPY2hv87G7h+DjHcGVGGlmzgI+HHgsFCnoDIQkcer6qdWHGgAIHSQYQq0Jog+kxHYJmmjwzDjhcL9GJXx1GCuWsKzCsKg0CzUFVV7T2hpwL+wxKxhITQVSQz9dVJk/JhV1SWye42IXAW8wtdvyM7gbKqQ0levqFPgaYMk3MaIsd1HjbXEXYODKMZTpz4p/fUCn6WLMbOmxdBfd3wIuSk4JetoImfhvoNqpxC07ASVgar+TP33qVuWbkwo7R+tJ77b5EOwmmcsK2GL2Sg0P1nkGPEzjJY1LfCbizqRbTg45g07XTl2vwNmzKxpFvpra0hMqqxpFuoKt95CXQErIqYSITf95KC5cN8H3AI8O9RpiJnoP/vqVyVkyBUWfqHw5L91h+EiV5UxZqOA4ohhPF0LGMxGczGerhxgOyPvR/HCOt/M/RCRbwx1GmIm+k+eOgVmVwa9YZ0Oe62OxlqVGD6l5CAl46m37xIVGHgVi8lsZKGuCNx3HR3XIeRAf72N8A7A9fG+A/gOX6chZqIXDLm7iDxPVd8ypG22SGQmsoZhrmNYpp8jabjZyERdAWu/k/DRW1flfrNRDP01uIffQtFDmdv9I5HjxxGRx1Plg/k6x6LzMKqoIi9SJrQ/C5hHGbQmnn5bbdDU49lSm8xGMSR3TjkXxtOoiCDjDiWG5C5lohwL46n/WfofnsWHYKW5aE7KltPKq8q+RDkxjKdT0V8nRZ4rtm8BngUcStuicw9VEJAXKZXBLE9H8KxC3e+Bm/TI4xTN838dRg6Mp532C32WXoTmGINCGzNr2hI5kmKw3/myuWajJFC6c0kGUNVLgEtE5ERVNScFS6kMtte3zrCqjjEbWcJOq8ED9TliLMZTd+yU9NdrOMmOmTVtKvrrqQ605fjvF5FfUdXfBn5SRDq8cKr6C77+i98ZoNpvojHTURhMTIucdNvFURlPfaaudfCRBOCjsI4xG3WHCvkBtL8utL0r6EeGyoADzKRXb6VzSmXwtwnHWhzaJpY4G7HJGe3zIayDAnMR4UOIyZpmpb/OdbYYC0ugv06KDP+9qvqe+u+WfLeW5DaHAs+lm9zmF+q/L96KACmw5UxnPh+CceLwrm5jzEZG2/3gcQNjxZ6abj1K47P0TuABheY1GxlOK1djaW/TqRhPKzl8tx3uQ4ihv3bLKc8gTMV4mgqieZqJNiEi76H7LfsS1Y7hD2tW0w4sO4PLqBLWX0+W7pMaXlOPwWy0DRlPvYgxGxl9Jm0TS8C5uo7P2gBTaGkE/bVbTkl/vciw04zpKIDPAocDF9TlnwDuAB4HvAF4zqpOFmVwkKr+UoyEo6H5Xcr6f9QDi2IxmI2mXJEvEiZznS0CKBX9dae6s7pf4ESaEFazUSpk/tifoqrf3yi/R0SuVNXvF5Eb+zpZlMGfiMjPUCWwv3fzTVX9vF3WaWA+K1AYT7cOn8nJrTI8Szu/Ur/5Yi3ZUw0ImpQSZk0bi/7anexHSXg/BHkrg8NF5NGq+i8AIvJoYHdd97W+ThZl8DXgfwK/xoFHoYA3YcIU6PMZBH/svknaOKGbfBWW1X6k7b533NBYVtOOZWI1jB1FcufUdx6NwYyYlPE0wocQQ38dS2+dKmvapIynYziQM/cZUDFNXyUi/0S1FvtG4OdF5GA8B4MtyuCXgG9W1buixEwNxSF8N4SWrsPK0DexhuanpCvyfjm22woccEyX1miy/u/tXIynwHr8XlIhY2WgqpeJyLHA46n+a59qOI1f09fPogxuBL66ZQkXBjGcVu6UR7QRr6Vz2oVhh2IyG8VkTTOs3mFFpOk2Q3eHMnx1Pxb9dVJkrAxqfAcHIj+/TURQ1bf6OliUwX7gOhH5EG2fgfdU2yToW9FGmGvWYjUb+MKOxXja6R9YYG4LZ7UPBoUWkzUthv7avVeQxyhzO0osUnw8ETkaeCvwSCqP5R5Vfa3TRoDXAqdQLcafH8ouKSJ/AnwTcB3VvA3VtyqZMnh3fW1PWFb3kT4DS7y/dxLeDpOqYecQlTXNQl3htg+RpW2H/1MEUtFfJ0UaXbcPOFtVrxWRQ4BrRORyVf1ko80zgWPr67uA19V/fTgeeIK6K4cABiuDnOmpW/bpPv8BhH0IvjMKBhnsk//WbcQmRWLxIUSbZzx9AyY3E/21ZYlmOK1c3atfjhin71xZ0yzUFSvrG6Nta/prTbMzUNXbgdvr1/eIyE3AkUBTGZwKvLWe2D8iIoeKyBF13z7cQLXb8LXpwHIC+RZWLaZUZ48m6vux2GmoPXUBH8JamJUasE7+USYnt9owCZvkXLP/kRVWxtOxsqbNRX+dFMOVwW4RaXIF7VHVPW4jETkGeArwUafqSOBzjfLe+j3fRL8b+KSIfIy2Sf+HfYJazETHN14fBPw4cJih//ZFQqU0JuPpto8AcmEgPTQxno6ZNc0jZvmXJsRwZXCXqh7vayAiDwUuBl6iql92q7dw918fLF0DFjPR3c5brxGRq4BXbOXGKdF7zqC7tGmXvXb/kEnJEcJnYtoOv8IYk5PHbGSirqje6L2Xmf56O/zfDEiVNW0u+utUENKdMxCRXVSK4G09+eT3Akc3ykcBt/nGVNW/FpFHAN9Zv/UxVb0zJIvFTNTMqbmDaqdwyND+o0FxDaON1/3REPf37SuH2iYkuUtpIzbtKnzzqNU84/nNmU1OhrYms1HAzp8L46nfl+N/8GPRX1dykgS+sNOV5USMp8mgK0LPt4A6UuiNwE2qel5Ps0uBF4vIhVSO4y8F/AWIyLOpDghfQfVf+z0R+WVVfYevn8VM9GoOfJ/2AbdSmYoKxkSErd4babRq7KHjDhirmJw8iDEbBRTaWIynbn0U42luDuGtIM1HOImKNO56Ebmufu9XgUcDqOrrqQhCTwFupgotfcGAcX8N+M7N3YCIHA58AEimDJ4J/ChtCuvTgN8wjDEpOqtEi9nIQFVQlbfYNlTe7hOp0WfiMxtFZU0zfh+89Nfb/X+aEFazUTIkUAaqehWBb0MdRXSmcegdjlnobgjzcljPGXwRuBZYyYc9Byr73epJfFusSCNMXWMxnnb6JzQ5bXeEfCSW0+wxZqPtTn+d+ebmL0XkfbQprC8LdbIog6NU9RkWiUTkTcCzgDtV9Un1e4cBf0a1w7gVeLaqfqGuOwd4IdWpuV9Q1fdZ7meFxcRi8iEE4uht0USBH/t2nzgt5iqDnd/tHMXVZIwA8vkQtjtldTbI+N+gqr8sIj9KZYYSqnDWd4X6WZTB34nIt6rq9YY+bwbOp30M+uXAB1X1VSLy8rr8MhF5ApXZ6YnAo4APiMjjVDWc4bpvIg6Za1yYTD2e+u6SKzCWTw5P3YpyFoynTn1UX7cqxuRi2c049Z1HY/g+rAPjadVf+usWQH+dDJrGgTwmVPViqiilwbAog+8Fnl8fPruX6meoqvptHoGurA9TNHEqcHL9+i1UHu+X1e9fqKr3AreIyM3ACcCHQ4K1zURNAfyTbseHsHN7L7NTMZ66YyVlPI3xIZRVdTJ0dJ/BbDQX/XVSZPhVEpF7WC3Z5lz9MF9/qwM5BR6xGRqlqreLyDfU7x9JlVZzE5sn7bKAKSw1hvHULRt3GTYKBae8vXVhFx5FMirjqcdsNBf9dVVurO63uWLN8eOralSov+XQ2T/H3GgAVk1FKx+5iJwBnAHwoAcd2j8Rh2wMvnMIRgvT2sO8Ih+pr9vVoPDMdv/t/j+fCB2nsI+OwnrobCwu8QyVQSwsO4NUuGOTaElEjgA2Q6AGn7SruT32ADzskCO1N3wwaJt1imOR3MX4EKyre4Ot3jIJmyfGmEnY1zfCbBSTNW02xtOVDTyCeMaKob8G55yBgcfIvZfbNzYDmw+jhJYqRRkkwqXA84BX1X8vabz/dhE5j8qBfCzwsRnkS465EuXMxni6on3BcHjPP8zEeFq118Zrv6lrnRlPhfX8eo+qDETkAipn8W4R2Qu8kkoJXCQiLwT+hfoUs6reKCIXUdG37gPOHBRJhMdZGZyE+yfSlIyn297EFMBojKdu+8Auwt+3P+w0OJZh9b5ysILskHs00VYwqjJQ1dN7qn6gp/25wLnjSZQpTGGqhrLRVm+ZhF3ETOhruczKBR6FNlfWtLnor5NiDfX1HGai9OgJLQ1Pfv22+kkZT8tkOBijJspJyXhq+D4kzZpWvlvToCiDDKHOls33u7GYjeZiPLWOldBGbNpVWHwIUeYZ/31NCJmcTKae4WajGMbTqv+BBnMxnnaHCvgIPPVz0V8ng66nJW/5yqCgDYMiGYvxtDO2cayovm61eioLsoQ7gbcYTw2nlWF7HTqLxfopg77TyBjNRu4kNBXjaXAst61TLhPeKJiL8bTT3BJ26gpi2IFUcvQ3H5P+esxQ01QoDuRcUZZ/W0OEqWvURDkxfT0mt6isaeVrVdDAAvSVGWuiDA687PMfgNGHYDmt7MhgtvOPlTUtIeOp+eCYp6/F9BOdZMfQ1qdoZmM8dcaOyprm24E69wnJ2R1quA9hLvrrZFCKmWjd0ZcXoSo7RZ/ZKIbx1L1XJoyn5axEppiI8RQc5egJO4U8GU+ToiiDPNGbVcpqYii2gGSYbkXe3xecSStk6vKZjQzUFW59Z96I8CFEUXgXJIFQzETbGxEkd1Fmo0AcvW1nYDALpJyECxaJrrmmWXDadvr2m34s1BXdvn4zUMhslAxFGWSKHvNOiBPI60Nwv0NlchsNFgfyqIlyDL4Lkw8hhv7aLU9Ifz0W4efioSCurWsNsHxloLQm8SbPepSJIeQg9PkQYhhP3Xrj6j7Kke2Z/EJ9YxzKUYs3i8nJclrZqZ+N8dSpX4esaSkZT60+hFQoZqKCJJgsUY5xJZiK8RSczxian2JW5GX1WjAHijLID4J6HMjOKsJiNhqR8bTY0zOFQbFOxngakMNkNoqhv3butUT665QoO4OCaWA6gWwxMRnKRlu912wU+OFEUVhHyNHR70VJFwxFUQaZovmL32is0MVdcbj9+suzMZ6CyfSR9PBbKpI7pzwbyV1AjkUwnroDTMl46hlrifTXyaBlZ5AvWo6tHpMRmMxGszGeuuWAHLqTgoIDGIvx1G2wQMbTVBBWzB1rgPVQBgXDEKOEIsxGszGeGuXwuoWM9/X3jfAhhJ5lMXVNg9Aua4FYvjJQnPMBq01GYDQbmSe/flv9pIlyfP6GMlEUZIAxGU9DZqNUWEcz0Y65BShYBkTbFxGXO5bQvmLGiurrwidz577iXMNlDH+G1eN26yQwVr+M9qs9liqty23fLC4elucUgIi8SUTuFJEbeupPFpEvich19fWKNB+ii+XvDOj3E1gP6GTBeOqWQ20nYjzVCNvrXIynnf7Wvoa2vvvGMJ7ax+ofO4rx1B17gYynKZHQZ/Bm4HzgrZ42f6Oqz0p2xx6shTJooc9kBDazkWWScetjGE9dQZbIeOrUl5DNgnVDKmWgqleKyDFpRovDeiiD1nagzDzbCgGlFOUE9uyypmI87QydkvHUQl3hChIYK0f662RQws/qAHaLyNWN8h5V3WO844ki8nHgNuClqnqjsf8grIcyGAiL2SgpyV2M2chqFsiB8TQ4VrvoO4cQNIsU3V8wAwwO5LtU9fiIW10LPEZVvyIipwDvBo6NGK8Xa6AMtDVj+LnfDTNHZ/Lr3rY1tGHVZDIbLZDkDkLPwy/WWD6ERTKeOgPMxXjauVfMYiH00/KdMzBQV6yqT4bhyiDuNqpfbry+TET+QER2q+pdqe+1fGXgbtl6TiMDJh9CjMO0oGA2+Ha725zxNBVkpHFX3kvkkcAdqqoicgJVBOjdY9xr+cpgJnhXaBEkd52xY1boMzGedqpjdhWh+ckwVlTfwLMbi/66I4dzm1AkUsEIuD9+Nh4icgFwMpVvYS/wSmBXdRt9PfBjwM+JyD7g34HT1N0eJcJ6KIOeCKLQSshbH6CuKDQQBQXbFwmjiU4P1J9PFXo6OtZDGSwcnZVhqkQ5czGeOuW5GE9DYyVlPDXssqJ8CHPRXwMxWdNyoL9OiXXcgK2FMujPZ+D3Efh8CFMynlp8XFEH1ixmI/Pkv/Ufv+lZRpiNlsh46lbPxni6soFHEM9YczGeJoOuuNEaYC2UQa/TuLOKGm42Mp1WBn84ZMJEOeUAV0FBBlg/XbAmyqBgNVKS3MWYjYzmmbbzNdDWQRRraUxft9qwy7KZeoZTV1jlmCxr2kz01ylRzEQ5wtmytcJDQ6YMn9loLsZTpz6K8bTsIgoKxsE4AT2zYjZlICK3AvcA+4F9qnq8iBwG/BlwDHAr8GxV/YJ/JHVWHf0TusVsNBvJndthiSR3ELUSNClWiw8hakUe6OvxIZioK1YI4guPNfkQDNQVq5ony5pmdFy3bzucumJVfRJoumiinDD3zuCpzkm6lwMfVNVXicjL6/LL5hGtYDRYdk6WCXsFolhLY/oa2pqUVGhXORLjadW/sQPvKGULPYlfKfn6dtccNrNRClSHzsrOYGycSnUAA+AtwBUMUQat3cBqk5HbbOUbHufzZIyn4CyFnKolMJ52xnLqivmqYOkoO4OkUOD9Us2qf1gz+T1CVW8HUNXbReQbZpSvYN0RtSIP9PWY3GLMRnMxnnaaL5DxNCXKziAtTlLV2+oJ/3IR+dTQjiJyBnAGwEEPOKTfZ2A8Z+ALLZ2M8dRtb6GuAJvPwCeHhboiVI4wC5h3Wb5nXXYoBSmgBM2TS8RsykBVb6v/3iki7wJOAO4QkSPqXcERwJ09ffcAewC+7kGPVIfJ6sBrZ5lgMhvFkNxF2oi9oYQWs5HltLJbHzKpTZUoJ7iKDozdN65xrLkYT917m04rO52jGE+dsZfIeJoOiqzhobNZciCLyMEicsjma+CHgBuAS4Hn1c2eB1wyh3wFBQUFXqgOuxaEuXYGjwDeVR8VfwDwdlX9SxH5e+AiEXkh8C/Aj4eHUtCGfcMbSjfcbDQmyd1kiXJiTDsxjKduOeFKMMZsNO6K3NPXQl2xoj5V1rTO1DRX1jTj7iYV/XUyaAktTQZV/Szw5BXv3w38wPQSFRQUFBiwsFX/EOQWWro19ISWdu38Bh+C0fmciuSuM3RwBeYUc2A8ddtH7FCiGE9XtW9gEYynTnk2xlO3vEDG06RYP12wBspAcRRAj8kIbGajmUjuOv0TktxFmXZmSpRjd3K2i6kS5czGeOrUz8Z46tQvkfE0JUpoaUFBQcF2hwL7izLIE31nC7onUNplj9nIdFrZHTuG5M4pz0ZyZw4l9Y3ltjWUjeYZi7nGRZaMp277wH39fYdTV1jlWALjaSoIWnYGBQUFBQX4zV4LxXoog14Hspu42OBDmIvxFPzhkEtgPLWOlXAlaNplLYDxtNO+c9+JGE/dARbIeJoURRnkCO03E3VMO8PNRrOR3EGkmSQDkrvgWG5bTznCPOOWLZFGnbEtk39sX7c64nn4+wYi5ApWQylEdQUFBdsHY2VNm4v+OiWKzyBHKLDRUNPNL1ZnJWwwGxnPGaQiueuIuUSSu44cxrFS/vgtuywLyV3UijzQtxDoZQ5tzzlrguUrAxhuJrKYjWYiueuMHWMmmYvkriOH1cQ0sG5FOSpRTq5oyDkb/TX47f4LoL9OBmVBX57hWA9lUFCQAp7f91yMp+Df7FmUo+m0stvZPFb/2LMxnqbE+m0M1kQZtFblPSYjsJmNLKeVofWNjiK5c+RYJMldUA5/14KC3FF8BgUFI8Dmu4jwIVhNTBkwnoLzES1mMRyzkYG6YmV9r1ArOmfIeJoURRnkCO0npwut7n0+hJlI7tyxoyaS0A+FgoICM1Rh//rZiZavDBS0kc+glfPU9fhbzEZjktxlkm+xs/JLxXjq1htX93EH1trFLLKmmVfz/fWzMZ46AyyR8TQpEu0MRORNwLOAO1X1SSvqBXgtcArwVeD5qnptkps7WL4yWCI6X37fLmOBjKdueSbG0051jCKZifHU7T8X42lHDuc2ozKe5riHTWcmejNwPvDWnvpnAsfW13cBr6v/JscsaS8LCgoKBkNjLmlfqeTZ0GFXaCjVK4HPe5qcCrxVK3wEOLTOD58c67Ez6LP1h5Y6vvJcjKdO/SIZT936uRhPnfISGU9DckzGeArt/4uV8XStoLRS7fqxW0SubpT3qOoew82OBD7XKO+t37vdMMYgrIcyaEUq9PgPwOZDmInkzq03nVYGfwTMVCR3btksxxbvA17FYo+Nb4jo1k1FcheQYyqSu1VimeD9nxp8CDH01ykxfNy7VPX4iDut2s6M8qHWQxkUFBSMD59S6rTNkPE0FZQpo4n2Akc3ykcBt41xo+UrA9X+g2buN9ZiNrJQVzj1UYyn7thLZDztjBUyKblyWExMhrL5eawWaWVbB8kYT41yBM1GBWkw3YO9FHixiFxI5Tj+kqomNxHBOiiDgoKCYTAqIf9CYzh1RWcsy6KEttkoivE0GTSZMhCRC4CTqXwLe4FXArsAVPX1wGVUYaU3U4WWviDJjVdgPZRBz4peHSePyYcwE+Op232RjKduOdR2LMZT8O4ybLHxjogWH0LSSTjQ1+NDiCG5c/ubTiu7ghlOK3eax5DcpYKSjLVUVU8P1CtwZpKbBbAWykAb/xhpmYkCUTu+X6HltLI7VgzjKaRLlBNhjohiPHUFmYvxtDOWv20U46ln0glOwv1dC3LFGtrf1kIZFBQsGhYlZfU/GNqadiyBHWqWjKcpUZRBjnDsd57VvclsNBPjaVVsmrrcpsPNRrMxnoLNTGSSI6JsOa3c6eu/T0lQs42giu7fP7cUybEGyqCgID9MtyIP9E3FeOoIkg3j6VwYcLp4aVi+MlBa/xiVHv9B9YZT9nyDLaeVof8UtFuH0YeQKeOpyYdgOa3s1of8K1NlTQtOnIGx+8Y1jjUXyZ17b9NpZadz0tPKVodyKmSjldJh+coAaB0NN5hrvGajuRhPK0EaL/2KI0eSu0quZp3b11COIblzy0bFsn4/94XA+z80nFaG7u82BdyzTWuC9VAGBQVjINWuIoLx1B0rqm8E42l17/6FlonxdB38KWVnkB+UtomiZSZxlsIms9FMJHedoY3O5xxI7oB0uRFiSO7c9uv3+10mgt+l/v+pmf56lEm7OJDzhKrHTGQz12RBcge2RDkes5HpgBqQjOTOuddsJHcrum9VjrkYT0NjTcZ46pQnZTz17tCMZqMUUNbSgZxdPgMReYaIfFpEbhaRl88tT8GyIWq51LkO1BFxde5D+4oZK6qvC2v77QzdGHYtCFntDERkJ/D7wH+kYuv7exG5VFU/6eunPZE8HTOJxWw0E8ldJYZvde/2zZDkzqkfleSuYDK0fRfDqSvc6tkYTxNBWfGdXgNkpQyAE4CbVfWzADVT36mAVxkUbGOElGWqRDlm5dgvUozZKHjiOEaOomeHwTVNrwlyUwarsvp08n2KyBnAGQAH8RCG+wyG2+5nI7lzy0skuXM7JCS5W7/1WD5ISpjn7TucuqIzlnGH6voQUqHsDMbHqrVJdxdZpY3bAyAi//YBfcc/A7uBu9jXaLjP7TkLKrnyQ45y5SgTFLksyFEmOCDXY2IHuocvvO8DGxftHtg8x2exErkpA3NWH1U9HEBEro5MLzcKilzDkaNMUOSyIEeZIK1cqvqMFOPkhtyiif4eOFZEvlFEHgicRpXpp6CgoKBgRGS1M1DVfSLyYuB9wE7gTap648xiFRQUFKw9slIGAKp6GVWqNyv2pJYlEYpcw5GjTFDksiBHmSBfubKBjOVtLygoKChYDnLzGRQUFBQUzICiDAoKCgoK1kMZ5MJnJCJvEpE7ReSGxnuHicjlIvKZ+u/DJ5bpaBH5kIjcJCI3ishZmch1kIh8TEQ+Xsv1P3KQq5Zhp4j8g4i8NyOZbhWR60XkOhG5OiO5DhWRd4jIp+rv2IlzyyUi31I/p83ryyLykrnlyh2LVwYNPqNnAk8ATheRJ8wkzpsBNwb55cAHVfVY4IN1eUrsA85W1f8AfDdwZv185pbrXuBpqvpk4DjgGSLy3RnIBXAWcFOjnINMAE9V1eMa8fI5yPVa4C9V9fHAk6me26xyqeqn6+d0HPAdwFeBd80tV/ZQ1UVfwInA+xrlc4BzZpTnGOCGRvnTwBH16yOAT8/8vC6hIgLMRi7gIcC1VNQjs8pFddDxg8DTgPfm8j8EbgV2O+/N/aweBtxCHYiSi1yOLD8E/G1ucuV4LX5nwGo+oyNnkmUVHqGqtwPUf79hLkFE5BjgKcBHc5CrNsdcB9wJXK6qOcj1GuBXaLMvzS0TVLQs7xeRa2purhzkeizwb8Af12a1PxKRgzOQq4nTgAvq1znJlR3WQRkM4jPa7hCRhwIXAy9R1S/PLQ+Aqu7Xait/FHCCiDxpTnlE5FnAnap6zZxy9OAkVf12KnPomSLy/XMLRHVO6duB16nqU4D/S0aml5rF4IeBP59bliVgHZSBmc9oYtwhIkcA1H/vnFoAEdlFpQjepqrvzEWuTajqF4ErqPwtc8p1EvDDInIrcCHwNBH505llAkBVb6v/3kll/z4hA7n2AnvrHR3AO6iUw9xybeKZwLWqekddzkWuLLEOyiB3PqNLgefVr59HZbOfDFJl8HkjcJOqnpeRXIeLyKH16wcDPwh8ak65VPUcVT1KVY+h+h79lar+1JwyAYjIwSJyyOZrKjv4DXPLpar/B/iciHxL/dYPUOUemVWuBk7ngIkI8pErT8zttEhxAacA/wj8E/BrM8pxAXA7cB/VqumFwNdTOSQ/U/89bGKZvpfKbPYJ4Lr6OiUDub4N+IdarhuAV9TvzypXQ76TOeBAnvtZPRb4eH3duPkdn1uuWobjgKvr/+O7gYdnItdDgLuBr2u8N7tcOV+FjqKgoKCgYC3MRAUFBQUFkSjKoKCgoKCgKIOCgoKCgqIMCgoKCgooyqCgoKCggKIMCgoKCgooyqBgm0FEfnirNOcicoWIHB9uWVCwPGSXA7mgYEyo6qXkdUK9oCALlJ1BwWQQkWPqBChvqBPavF9EHtxccYvI7pobCBF5voi8W0TeIyK3iMiLReSXaobMj4jIYZ57XSEirxGRvxORG0TkhMaY59evLxGR59avf1ZE3la//iER+bCIXCsif16T/DXH3ikib67HvV5EfnGUB1ZQMCGKMiiYGscCv6+qTwS+CPxooP2TgJ+kImY7F/iqVgyZHwaeG+h7sKp+D/DzwJtW1J8BvEJEvg84G/ivIrIb+G/AD2rFEno18EtOv+OAI1X1Sar6rcAfB+QoKMgexUxUMDVuUdXr6tfXUCUD8uFDqnoPcI+IfAl4T/3+9VT8Rj5cAKCqV4rIwzaJ8TahqneIyCuADwE/oqqfr2msnwD8bcXxxwOpFE8TnwUeKyK/B/xv4P0BOQoKskdRBgVT497G6/3Ag6lSc27uUg/ytN9olDcIf39d4q1VRFzfSkVo9qi6LFSJdk7vHVT1CyLyZODpwJnAs4GfDshSUJA1ipmoIAfcSpWrFuDHEo77EwAi8r3Al1T1S83K2o/wTKrsby8VkW8EPgKcJCLfXLd5iIg8zum3G9ihqhcD/52Kw7+gYNEoO4OCHPA7wEUi8hzgrxKO+wUR+TuqXL2tlbuIPAh4A/ACVb1NRM6m8is8DXg+cEHdBiofwj82uh9JlepxczF1TkKZCwpmQaGwLlhLiMgVwEtV9eq5ZSkoWAKKmaigoKCgoJiJCpYNEfl9qtzFTbxWVU+eQZyCgsWimIkKCgoKCoqZqKCgoKCgKIOCgoKCAooyKCgoKCigKIOCgoKCAuD/A9SZolA8RplgAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "lonb.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.QuadMesh at 0x2b2fd281dcd0>"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "lon.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<xarray.DataArray 'longitude' (num_lines: 266, num_pixels: 71)>\n",
      "array([[0.741144, 0.764318, 0.787495, ..., 2.323888, 2.347266, 2.370647],\n",
      "       [0.746942, 0.77011 , 0.793282, ..., 2.329286, 2.352659, 2.376034],\n",
      "       [0.752737, 0.775899, 0.799065, ..., 2.334682, 2.358048, 2.381417],\n",
      "       ...,\n",
      "       [2.146264, 2.168113, 2.189964, ..., 3.636973, 3.65897 , 3.680968],\n",
      "       [2.151165, 2.173009, 2.194856, ..., 3.64155 , 3.663541, 3.685535],\n",
      "       [2.156064, 2.177903, 2.199745, ..., 3.646124, 3.668111, 3.690099]])\n",
      "Coordinates:\n",
      "    latitude   (num_lines, num_pixels) float64 41.15 41.16 41.16 ... 36.78 36.79\n",
      "    longitude  (num_lines, num_pixels) float64 0.7411 0.7643 ... 3.668 3.69\n",
      "Dimensions without coordinates: num_lines, num_pixels\n",
      "Attributes:\n",
      "    long_name:      longitude (degrees East)\n",
      "    standard_name:  longitude\n",
      "    units:          degrees_east\n",
      "    valid_min:      0\n",
      "    valid_max:      359999999\n",
      "    comment:        Longitude of measurement. East longitude relative to Gree...\n"
     ]
    }
   ],
   "source": [
    "print(lon)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "shape mismatch: value array of shape (266,71) could not be broadcast to indexing result of shape (0,0)",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-28-c2b92671c20d>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mlon\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwhere\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlon\u001b[0m\u001b[0;34m>\u001b[0m\u001b[0;36m180\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mlon\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0;36m360\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m/softs/rh7/conda-envs/pangeo_202012/lib/python3.8/site-packages/xarray/core/dataarray.py\u001b[0m in \u001b[0;36m__setitem__\u001b[0;34m(self, key, value)\u001b[0m\n\u001b[1;32m    716\u001b[0m                 \u001b[0;32mfor\u001b[0m \u001b[0mk\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mv\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_item_key_to_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    717\u001b[0m             }\n\u001b[0;32m--> 718\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvariable\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    719\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    720\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__delitem__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/softs/rh7/conda-envs/pangeo_202012/lib/python3.8/site-packages/xarray/core/variable.py\u001b[0m in \u001b[0;36m__setitem__\u001b[0;34m(self, key, value)\u001b[0m\n\u001b[1;32m    845\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    846\u001b[0m         \u001b[0mindexable\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mas_indexable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_data\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 847\u001b[0;31m         \u001b[0mindexable\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mindex_tuple\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    848\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    849\u001b[0m     \u001b[0;34m@\u001b[0m\u001b[0mproperty\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/softs/rh7/conda-envs/pangeo_202012/lib/python3.8/site-packages/xarray/core/indexing.py\u001b[0m in \u001b[0;36m__setitem__\u001b[0;34m(self, key, value)\u001b[0m\n\u001b[1;32m    701\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    702\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__setitem__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 703\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    704\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    705\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/softs/rh7/conda-envs/pangeo_202012/lib/python3.8/site-packages/xarray/core/indexing.py\u001b[0m in \u001b[0;36m__setitem__\u001b[0;34m(self, key, value)\u001b[0m\n\u001b[1;32m   1305\u001b[0m         \u001b[0marray\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_indexing_array_and_key\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1306\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1307\u001b[0;31m             \u001b[0marray\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1308\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1309\u001b[0m             \u001b[0;31m# More informative exception if read-only view\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mValueError\u001b[0m: shape mismatch: value array of shape (266,71) could not be broadcast to indexing result of shape (0,0)"
     ]
    }
   ],
   "source": [
    "lon[np.where(lon>180)]=lon-360"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x1080 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig=plt.figure(figsize=(20,15))\n",
    "#ax = plt.subplot(111,projection=ccrs.PlateCarree(central_longitude=0))\n",
    "ax = fig.add_subplot(111,projection=ccrs.Orthographic(central_longitude=-30,\n",
    "                                                        central_latitude=35))\n",
    "ax.set_extent((-10, 10, 35, 45))\n",
    "ax.coastlines(resolution=\"10m\")\n",
    "gl = ax.gridlines(draw_labels=True, linestyle=':', color='black',\n",
    "                          alpha=0.5)\n",
    "#gl.top_labels = False\n",
    "#gl.right_labels = False\n",
    "gl.xformatter = LONGITUDE_FORMATTER\n",
    "gl.yformatter = LATITUDE_FORMATTER\n",
    "ax.tick_params('both',labelsize=22)\n",
    "\n",
    "ax.plot([lonminM, lonminM], [latminM, latmaxM],color='black',linewidth=3,transform=ccrs.PlateCarree())\n",
    "ax.plot([lonmaxM, lonmaxM], [latminM, latmaxM],color='black',linewidth=3,transform=ccrs.PlateCarree())\n",
    "ax.plot([lonminM, lonmaxM], [latminM, latminM],color='black',linewidth=3,transform=ccrs.PlateCarree())\n",
    "ax.plot([lonminM, lonmaxM], [latmaxM, latmaxM],color='black',linewidth=3,transform=ccrs.PlateCarree())    \n",
    "\n",
    "plt.scatter(lon,lat, c=colors[k], linewidth=0, s=18,transform=ccrs.PlateCarree());"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "    for f in np.arange(len(files)):\n",
    "        ds=xr.open_dataset(files[f])\n",
    "        if data == 'karin':\n",
    "            lat = ds['latitude'];\n",
    "            lon = ds['longitude'];\n",
    "            plt.scatter(lon,lat, c=colors[k], linewidth=0, s=18,transform=ccrs.PlateCarree());\n",
    "        if data == 'nadir':\n",
    "            lat = ds['latitude'];\n",
    "            lon = ds['longitude'];\n",
    "            plt.scatter(lon,lat, c=colors[k], linewidth=0, s=18,transform=ccrs.PlateCarree());\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "k=0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "    tdirf=tdir+phase[k]+'_phase/'+data[k]\n",
    "    files=glob.glob(tdirf+'/*nc')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "ds=xr.open_mfdataset(files,concat_dim='num_lines',combine='nested')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "lat=ds.latitude\n",
    "lon=ds.longitude\n",
    "lonb=xr.where(lon>180,lon-360,lon)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'plt' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-1-b104f6d5b5f6>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mfig\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfigure\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfigsize\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m20\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m15\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0;31m#ax = plt.subplot(111,projection=ccrs.PlateCarree(central_longitude=0))\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m ax = fig.add_subplot(111,projection=ccrs.Orthographic(central_longitude=-30,\n\u001b[1;32m      4\u001b[0m                                                         central_latitude=35))\n\u001b[1;32m      5\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_extent\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0;36m10\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m10\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m35\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m45\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mNameError\u001b[0m: name 'plt' is not defined"
     ]
    }
   ],
   "source": [
    "fig=plt.figure(figsize=(20,15))\n",
    "#ax = plt.subplot(111,projection=ccrs.PlateCarree(central_longitude=0))\n",
    "ax = fig.add_subplot(111,projection=ccrs.Orthographic(central_longitude=-30,\n",
    "                                                        central_latitude=35))\n",
    "ax.set_extent((-10, 10, 35, 45))\n",
    "ax.coastlines(resolution=\"10m\")\n",
    "gl = ax.gridlines(draw_labels=True, linestyle=':', color='black',\n",
    "                          alpha=0.5)\n",
    "#gl.top_labels = False\n",
    "#gl.right_labels = False\n",
    "gl.xformatter = LONGITUDE_FORMATTER\n",
    "gl.yformatter = LATITUDE_FORMATTER\n",
    "ax.tick_params('both',labelsize=22)\n",
    "\n",
    "ax.plot([lonminM, lonminM], [latminM, latmaxM],color='black',linewidth=3,transform=ccrs.PlateCarree())\n",
    "ax.plot([lonmaxM, lonmaxM], [latminM, latmaxM],color='black',linewidth=3,transform=ccrs.PlateCarree())\n",
    "ax.plot([lonminM, lonmaxM], [latminM, latminM],color='black',linewidth=3,transform=ccrs.PlateCarree())\n",
    "ax.plot([lonminM, lonmaxM], [latmaxM, latmaxM],color='black',linewidth=3,transform=ccrs.PlateCarree())    \n",
    "\n",
    "plt.scatter(lonb,lat, c=colors[k], label=phase[k]+' phase-'+data[k],linewidth=0, s=2,transform=ccrs.PlateCarree(), zorder=1);\n",
    "ax.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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