code/SWOOSH_water_vapour_FigA3.ipynb

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   "metadata": {},
   "source": [
    "# Import "
   ]
  },
  {
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   "source": [
    "import xarray as xr\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from string import ascii_lowercase, ascii_uppercase\n",
    "import matplotlib as mpl\n",
    "import pandas as pd\n",
    "from numba import jit, guvectorize, float32, float64, boolean\n"
   ]
  },
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   "cell_type": "code",
   "execution_count": 21,
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      "Python implementation: CPython\n",
      "Python version       : 3.11.5\n",
      "IPython version      : 8.27.0\n",
      "\n",
      "Compiler    : GCC 12.3.0\n",
      "OS          : Linux\n",
      "Release     : 4.19.0-26-amd64\n",
      "Machine     : x86_64\n",
      "Processor   : \n",
      "CPU cores   : 56\n",
      "Architecture: 64bit\n",
      "\n",
      "__main__  : v02.7\n",
      "xarray    : 2024.3.0\n",
      "pandas    : 2.1.4\n",
      "matplotlib: 3.9.2\n",
      "numba     : 0.59.1\n",
      "numpy     : 1.26.4\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%reload_ext watermark\n",
    "%watermark --iversions -v -m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8e202e62-c03c-49b9-b321-970472ce17b5",
   "metadata": {},
   "source": [
    "# Constants"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "cc75dc26-0339-4186-947b-573a407da3ca",
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   "source": [
    "xr.set_options(keep_attrs=True)\n",
    "#infile_path = Path(\"/sto0/data/Intermediate/Hunga_Tonga_byAles/ht/\")\n",
    "plt.rcParams.update({\"font.size\": 22})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8c4084ef-622b-4402-bcac-9d1828eacaf8",
   "metadata": {},
   "source": [
    "# Functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "fa72872d-f6ae-4d8e-9014-8efe004ec82f",
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   "outputs": [],
   "source": [
    "def map_month(m):\n",
    "    if m == 2:\n",
    "        m_str = \"DJF\"\n",
    "    elif m == 5:\n",
    "        m_str = \"MAM\"\n",
    "    elif m == 8:\n",
    "        m_str = \"JJA\"\n",
    "    elif m == 11:\n",
    "        m_str = \"SON\"\n",
    "    else:\n",
    "        m_str = \"NaN\"\n",
    "\n",
    "    return m_str\n",
    "\n",
    "\n",
    "def map_time_str(time):\n",
    "    year_arr = time.dt.year.values\n",
    "    month_arr = time.dt.month.values\n",
    "\n",
    "    month_str_ls = list(map(map_month, month_arr))\n",
    "    func = lambda x, y: str(x) + \"-\" + y\n",
    "    date_str = list(map(func, year_arr, month_str_ls))\n",
    "\n",
    "    return date_str\n",
    "\n",
    "@guvectorize(\n",
    "    [\n",
    "        (float64[:], float64[:], float64[:], boolean, float64[:]),\n",
    "        (float32[:], float32[:], float32[:], boolean, float32[:]),\n",
    "    ],\n",
    "    \"(n),(n),(m),()->(m)\",\n",
    "    nopython=True,\n",
    ")\n",
    "def _interp_1d_linear(phi, theta, target_theta_levels, mask_edges, output):\n",
    "    # if last theta value is smaller than first, assume the profile is monotonically decreasing and flip\n",
    "    if theta[-1] < theta[0]:\n",
    "        theta = np.flip(theta)\n",
    "        phi = np.flip(phi)\n",
    "\n",
    "    output[:] = np.interp(target_theta_levels, theta, phi)\n",
    "\n",
    "    if mask_edges:\n",
    "        theta_max = np.nanmax(theta)\n",
    "        theta_min = np.nanmin(theta)\n",
    "        for i in range(len(target_theta_levels)):\n",
    "            theta_lev = target_theta_levels[i]\n",
    "            if (theta_lev < theta_min) or (theta_lev > theta_max):\n",
    "                output[i] = np.nan\n",
    "\n",
    "\n",
    "def interp_1d_linear(phi, theta, target_theta_levels, mask_edges=True):\n",
    "    \"\"\"\n",
    "    Vectorized interpolation of scalar phi to isosurfaces of scalar theta\n",
    "    along the final axis.\n",
    "    Parameters\n",
    "    ----------\n",
    "    phi : array_like\n",
    "        Array of shape (..., n), scalar field to be interpolated\n",
    "    theta : array_like\n",
    "        Array of shape (..., n), scalar field which defines the isosurfaces\n",
    "    target_theta_levels : array_like\n",
    "        Array of shape (m) specificying target isosurface levels\n",
    "    mask_edges : bool, optional\n",
    "        Determines how to handle theta values that exceed the bounds of\n",
    "        target_theta_levels. If False, fill with nearest valid values. If\n",
    "        True, fill with NaNs.\n",
    "    Returns\n",
    "    -------\n",
    "    phi_interp : array\n",
    "        Array of shape (..., m) of phi interpolated to theta isosurfaces.\n",
    "    \"\"\"\n",
    "    return _interp_1d_linear(phi, theta, target_theta_levels, mask_edges)\n",
    "\n",
    "\n",
    "def linear_interpolation(\n",
    "    phi, theta, target_theta_levels, phi_dim, theta_dim, target_dim, **kwargs):\n",
    "    out = xr.apply_ufunc(\n",
    "        interp_1d_linear,\n",
    "        phi,\n",
    "        theta,\n",
    "        target_theta_levels,\n",
    "        kwargs=kwargs,\n",
    "        input_core_dims=[[phi_dim], [theta_dim], [target_dim]],\n",
    "        output_core_dims=[[target_dim]],\n",
    "        exclude_dims=set((phi_dim,)),\n",
    "        dask=\"parallelized\",\n",
    "        output_dtypes=[np.float32],\n",
    "    )\n",
    "    out[target_dim] = target_theta_levels\n",
    "    return out"
   ]
  },
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   "cell_type": "markdown",
   "id": "dc80c8a8-7f61-44e1-aebf-2a9669c02777",
   "metadata": {},
   "source": [
    "# Open GloSSAC"
   ]
  },
  {
   "cell_type": "code",
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   "id": "bce65838-f989-4e04-bd68-3478ef782852",
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       "  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: 968kB\n",
       "Dimensions:               (altitude: 70, latitude: 36, time: 12,\n",
       "                           solar_bands: 4, terrestrial_bands: 16)\n",
       "Coordinates:\n",
       "  * altitude              (altitude) float32 280B 5.0 5.5 6.0 ... 38.5 39.0 39.5\n",
       "  * latitude              (latitude) float32 144B -87.5 -82.5 ... 82.5 87.5\n",
       "  * time                  (time) float32 48B 1.0 2.0 3.0 4.0 ... 10.0 11.0 12.0\n",
       "Dimensions without coordinates: solar_bands, terrestrial_bands\n",
       "Data variables:\n",
       "    wl1_sun               (solar_bands) float32 16B ...\n",
       "    wl2_sun               (solar_bands) float32 16B ...\n",
       "    wl1_earth             (terrestrial_bands) float32 64B ...\n",
       "    wl2_earth             (terrestrial_bands) float32 64B ...\n",
       "    pressure              (time, altitude, latitude) float32 121kB ...\n",
       "    number_density        (time, altitude, latitude) float32 121kB ...\n",
       "    surface_area_density  (time, altitude, latitude) float32 121kB ...\n",
       "    volume_density        (time, altitude, latitude) float32 121kB ...\n",
       "    effective_radius      (time, altitude, latitude) float32 121kB ...\n",
       "    mode_radius           (time, altitude, latitude) float32 121kB ...\n",
       "    mean_radius           (time, altitude, latitude) float32 121kB ...\n",
       "    mixing_ratio          (time, altitude, latitude) float32 121kB ...\n",
       "Attributes: (12/13)\n",
       "    title:             Mass-related stratopheric aerosol properties, monthly ...\n",
       "    Institution_id:    IACETH\n",
       "    Institution:       Institute for Atmospheric and Climate Science, ETH Zur...\n",
       "    activity_id:       HT-MOC\n",
       "    Conventions:       CF-1.6\n",
       "    data_structure:    grid\n",
       "    ...                ...\n",
       "    creation_date:     20240524\n",
       "    source:            GloSSACv2.22, SAGE III\n",
       "    source_id:         GloSSAC HT-MOC\n",
       "    further_info_url:  ftp://iacftp.ethz.ch/pub_read/luo/CMIP6/data_descripti...\n",
       "    contact:           Andrin Jörimann: andrin.joerimann@env.ethz.ch or Beipi...\n",
       "    comment:           We take only the sulfuric acid aerosol into account. T...</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-a351db18-fd35-458b-a244-ebb925570fdb' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a351db18-fd35-458b-a244-ebb925570fdb' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>altitude</span>: 70</li><li><span class='xr-has-index'>latitude</span>: 36</li><li><span class='xr-has-index'>time</span>: 12</li><li><span>solar_bands</span>: 4</li><li><span>terrestrial_bands</span>: 16</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-fb3cd1fc-174c-46ca-9764-19bcdac72d37' class='xr-section-summary-in' type='checkbox'  checked><label for='section-fb3cd1fc-174c-46ca-9764-19bcdac72d37' 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 class='xr-has-index'>altitude</span></div><div class='xr-var-dims'>(altitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>5.0 5.5 6.0 6.5 ... 38.5 39.0 39.5</div><input id='attrs-f7c2c74f-b75f-465e-b517-72afbd3de97e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f7c2c74f-b75f-465e-b517-72afbd3de97e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d2459fc7-eb2f-467a-9357-7c3661894ef9' class='xr-var-data-in' type='checkbox'><label for='data-d2459fc7-eb2f-467a-9357-7c3661894ef9' 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>units :</span></dt><dd>km</dd></dl></div><div class='xr-var-data'><pre>array([ 5. ,  5.5,  6. ,  6.5,  7. ,  7.5,  8. ,  8.5,  9. ,  9.5, 10. , 10.5,\n",
       "       11. , 11.5, 12. , 12.5, 13. , 13.5, 14. , 14.5, 15. , 15.5, 16. , 16.5,\n",
       "       17. , 17.5, 18. , 18.5, 19. , 19.5, 20. , 20.5, 21. , 21.5, 22. , 22.5,\n",
       "       23. , 23.5, 24. , 24.5, 25. , 25.5, 26. , 26.5, 27. , 27.5, 28. , 28.5,\n",
       "       29. , 29.5, 30. , 30.5, 31. , 31.5, 32. , 32.5, 33. , 33.5, 34. , 34.5,\n",
       "       35. , 35.5, 36. , 36.5, 37. , 37.5, 38. , 38.5, 39. , 39.5],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-87.5 -82.5 -77.5 ... 82.5 87.5</div><input id='attrs-52183268-e1dc-4e61-9528-c8d92d93c0ac' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-52183268-e1dc-4e61-9528-c8d92d93c0ac' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-54c7b605-0427-4e5c-8ea8-82d9e39c5460' class='xr-var-data-in' type='checkbox'><label for='data-54c7b605-0427-4e5c-8ea8-82d9e39c5460' 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>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([-87.5, -82.5, -77.5, -72.5, -67.5, -62.5, -57.5, -52.5, -47.5, -42.5,\n",
       "       -37.5, -32.5, -27.5, -22.5, -17.5, -12.5,  -7.5,  -2.5,   2.5,   7.5,\n",
       "        12.5,  17.5,  22.5,  27.5,  32.5,  37.5,  42.5,  47.5,  52.5,  57.5,\n",
       "        62.5,  67.5,  72.5,  77.5,  82.5,  87.5], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.0 2.0 3.0 4.0 ... 10.0 11.0 12.0</div><input id='attrs-74e5df29-1770-48ce-aef3-710a1476f56b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-74e5df29-1770-48ce-aef3-710a1476f56b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e5444e0-20d4-4303-a080-801f5125f515' class='xr-var-data-in' type='checkbox'><label for='data-5e5444e0-20d4-4303-a080-801f5125f515' 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>units :</span></dt><dd>months since 2021-12-01 00:00</dd></dl></div><div class='xr-var-data'><pre>array([ 1.,  2.,  3.,  4.,  5.,  6.,  7.,  8.,  9., 10., 11., 12.],\n",
       "      dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-003b9779-64f5-42e0-86d3-393c0ef9d68f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-003b9779-64f5-42e0-86d3-393c0ef9d68f' class='xr-section-summary' >Data variables: <span>(12)</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>wl1_sun</span></div><div class='xr-var-dims'>(solar_bands)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-973a701f-11ad-4cfa-9116-e93550780d51' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-973a701f-11ad-4cfa-9116-e93550780d51' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-00b8d321-6828-40fa-a617-9ba2bb6a2db1' class='xr-var-data-in' type='checkbox'><label for='data-00b8d321-6828-40fa-a617-9ba2bb6a2db1' 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>units :</span></dt><dd>lower boundary of wavelength of solar band in um</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>wl2_sun</span></div><div class='xr-var-dims'>(solar_bands)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0451a5f3-aef9-49e3-80d4-78e7eef651d9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0451a5f3-aef9-49e3-80d4-78e7eef651d9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1b9f7f83-8bb3-4b10-8c27-ebfdc3ba093e' class='xr-var-data-in' type='checkbox'><label for='data-1b9f7f83-8bb3-4b10-8c27-ebfdc3ba093e' 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>units :</span></dt><dd>higher boundary of wavelength of solar band in um</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>wl1_earth</span></div><div class='xr-var-dims'>(terrestrial_bands)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f3f4a34e-1f82-416b-a836-36b0639c0dea' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f3f4a34e-1f82-416b-a836-36b0639c0dea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e0f03aef-149e-495c-ae3a-190f12e68f3e' class='xr-var-data-in' type='checkbox'><label for='data-e0f03aef-149e-495c-ae3a-190f12e68f3e' 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>units :</span></dt><dd>lower boundary of wavelength of terrestrial band</dd></dl></div><div class='xr-var-data'><pre>[16 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wl2_earth</span></div><div class='xr-var-dims'>(terrestrial_bands)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a391f6e2-de9a-48ef-9e0c-6adff675d760' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a391f6e2-de9a-48ef-9e0c-6adff675d760' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-edfa6e03-8aea-4b72-93c0-70c796822c0b' class='xr-var-data-in' type='checkbox'><label for='data-edfa6e03-8aea-4b72-93c0-70c796822c0b' 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>units :</span></dt><dd>higher boundary of wavelength of terrestrial band</dd></dl></div><div class='xr-var-data'><pre>[16 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c336d9d5-020e-41d9-a43b-bf9d0f145327' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c336d9d5-020e-41d9-a43b-bf9d0f145327' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4ed01788-a4ad-4b79-a6b8-8b8642e06b4c' class='xr-var-data-in' type='checkbox'><label for='data-4ed01788-a4ad-4b79-a6b8-8b8642e06b4c' 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>units :</span></dt><dd>hPa</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>number_density</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5421ecfd-febf-44d1-8e41-dd388970e74e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5421ecfd-febf-44d1-8e41-dd388970e74e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e24384e2-17e3-46bf-9797-2c69465d8e99' class='xr-var-data-in' type='checkbox'><label for='data-e24384e2-17e3-46bf-9797-2c69465d8e99' 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>units :</span></dt><dd>1/cm^3</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>surface_area_density</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2be21fa8-d774-40ca-9cc8-02947f895440' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2be21fa8-d774-40ca-9cc8-02947f895440' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5167dd6f-c924-45ee-9672-12f68dd46404' class='xr-var-data-in' type='checkbox'><label for='data-5167dd6f-c924-45ee-9672-12f68dd46404' 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>units :</span></dt><dd>um^2/cm^3</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>volume_density</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fdc1321c-9f3d-429b-b1b7-491d160b9acf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fdc1321c-9f3d-429b-b1b7-491d160b9acf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-06ce3c46-7ecc-4b4c-8764-998a2dd43b92' class='xr-var-data-in' type='checkbox'><label for='data-06ce3c46-7ecc-4b4c-8764-998a2dd43b92' 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>units :</span></dt><dd>um^3/cm^3</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>effective_radius</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ac8db590-f503-4afe-bb45-a34da47c4d85' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ac8db590-f503-4afe-bb45-a34da47c4d85' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5419a493-ef1e-4b0f-8593-cc867444721f' class='xr-var-data-in' type='checkbox'><label for='data-5419a493-ef1e-4b0f-8593-cc867444721f' 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>units :</span></dt><dd>microns</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mode_radius</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8be6182f-d955-4e44-8647-308272db6e72' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8be6182f-d955-4e44-8647-308272db6e72' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d8e8623e-f92c-4f46-aa43-4359799a16b8' class='xr-var-data-in' type='checkbox'><label for='data-d8e8623e-f92c-4f46-aa43-4359799a16b8' 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>units :</span></dt><dd>microns</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mean_radius</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-aa8240bd-d142-4558-a6a7-f90bc637ab61' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aa8240bd-d142-4558-a6a7-f90bc637ab61' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-de98657a-4153-4f17-9ca8-76559aab762e' class='xr-var-data-in' type='checkbox'><label for='data-de98657a-4153-4f17-9ca8-76559aab762e' 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>units :</span></dt><dd>microns</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mixing_ratio</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-57e5f018-3df2-4c9e-a703-94f007d875e8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-57e5f018-3df2-4c9e-a703-94f007d875e8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ce34cee0-6818-4fd2-8286-d0820021e9f1' class='xr-var-data-in' type='checkbox'><label for='data-ce34cee0-6818-4fd2-8286-d0820021e9f1' 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>units :</span></dt><dd>ppb (1e-12)</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-cc05b281-021e-4b3f-ad1d-61f56af9ff9f' class='xr-section-summary-in' type='checkbox'  ><label for='section-cc05b281-021e-4b3f-ad1d-61f56af9ff9f' class='xr-section-summary' >Indexes: <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-index-name'><div>altitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7ebb5f98-71df-4c23-992b-7a19e5bd2627' class='xr-index-data-in' type='checkbox'/><label for='index-7ebb5f98-71df-4c23-992b-7a19e5bd2627' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 5.0,  5.5,  6.0,  6.5,  7.0,  7.5,  8.0,  8.5,  9.0,  9.5, 10.0, 10.5,\n",
       "       11.0, 11.5, 12.0, 12.5, 13.0, 13.5, 14.0, 14.5, 15.0, 15.5, 16.0, 16.5,\n",
       "       17.0, 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 21.5, 22.0, 22.5,\n",
       "       23.0, 23.5, 24.0, 24.5, 25.0, 25.5, 26.0, 26.5, 27.0, 27.5, 28.0, 28.5,\n",
       "       29.0, 29.5, 30.0, 30.5, 31.0, 31.5, 32.0, 32.5, 33.0, 33.5, 34.0, 34.5,\n",
       "       35.0, 35.5, 36.0, 36.5, 37.0, 37.5, 38.0, 38.5, 39.0, 39.5],\n",
       "      dtype=&#x27;float32&#x27;, name=&#x27;altitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-b2a8d35c-3b39-4306-b66c-3958acf71570' class='xr-index-data-in' type='checkbox'/><label for='index-b2a8d35c-3b39-4306-b66c-3958acf71570' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-87.5, -82.5, -77.5, -72.5, -67.5, -62.5, -57.5, -52.5, -47.5, -42.5,\n",
       "       -37.5, -32.5, -27.5, -22.5, -17.5, -12.5,  -7.5,  -2.5,   2.5,   7.5,\n",
       "        12.5,  17.5,  22.5,  27.5,  32.5,  37.5,  42.5,  47.5,  52.5,  57.5,\n",
       "        62.5,  67.5,  72.5,  77.5,  82.5,  87.5],\n",
       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-9f25157e-1afd-4107-9eea-b5de95cd872d' class='xr-index-data-in' type='checkbox'/><label for='index-9f25157e-1afd-4107-9eea-b5de95cd872d' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0], dtype=&#x27;float32&#x27;, name=&#x27;time&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-36e1b0c8-c0bc-4564-8a91-3acb1530bac7' class='xr-section-summary-in' type='checkbox'  ><label for='section-36e1b0c8-c0bc-4564-8a91-3acb1530bac7' class='xr-section-summary' >Attributes: <span>(13)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>Mass-related stratopheric aerosol properties, monthly mean        value</dd><dt><span>Institution_id :</span></dt><dd>IACETH</dd><dt><span>Institution :</span></dt><dd>Institute for Atmospheric and Climate Science, ETH Zurich,       Switzerland</dd><dt><span>activity_id :</span></dt><dd>HT-MOC</dd><dt><span>Conventions :</span></dt><dd>CF-1.6</dd><dt><span>data_structure :</span></dt><dd>grid</dd><dt><span>frequency :</span></dt><dd>month</dd><dt><span>creation_date :</span></dt><dd>20240524</dd><dt><span>source :</span></dt><dd>GloSSACv2.22, SAGE III</dd><dt><span>source_id :</span></dt><dd>GloSSAC HT-MOC</dd><dt><span>further_info_url :</span></dt><dd>ftp://iacftp.ethz.ch/pub_read/luo/CMIP6/data_description.txt</dd><dt><span>contact :</span></dt><dd>Andrin Jörimann: andrin.joerimann@env.ethz.ch or Beiping Luo:  beiping.luo@env.ethz.ch</dd><dt><span>comment :</span></dt><dd>We take only the sulfuric acid aerosol into account. The          PSCs are excluded. The data is only valid above the tropopause.   The values with fill_flag=-998 should not be used! </dd></dl></div></li></ul></div></div>"
      ],
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       "<xarray.Dataset> Size: 968kB\n",
       "Dimensions:               (altitude: 70, latitude: 36, time: 12,\n",
       "                           solar_bands: 4, terrestrial_bands: 16)\n",
       "Coordinates:\n",
       "  * altitude              (altitude) float32 280B 5.0 5.5 6.0 ... 38.5 39.0 39.5\n",
       "  * latitude              (latitude) float32 144B -87.5 -82.5 ... 82.5 87.5\n",
       "  * time                  (time) float32 48B 1.0 2.0 3.0 4.0 ... 10.0 11.0 12.0\n",
       "Dimensions without coordinates: solar_bands, terrestrial_bands\n",
       "Data variables:\n",
       "    wl1_sun               (solar_bands) float32 16B ...\n",
       "    wl2_sun               (solar_bands) float32 16B ...\n",
       "    wl1_earth             (terrestrial_bands) float32 64B ...\n",
       "    wl2_earth             (terrestrial_bands) float32 64B ...\n",
       "    pressure              (time, altitude, latitude) float32 121kB ...\n",
       "    number_density        (time, altitude, latitude) float32 121kB ...\n",
       "    surface_area_density  (time, altitude, latitude) float32 121kB ...\n",
       "    volume_density        (time, altitude, latitude) float32 121kB ...\n",
       "    effective_radius      (time, altitude, latitude) float32 121kB ...\n",
       "    mode_radius           (time, altitude, latitude) float32 121kB ...\n",
       "    mean_radius           (time, altitude, latitude) float32 121kB ...\n",
       "    mixing_ratio          (time, altitude, latitude) float32 121kB ...\n",
       "Attributes: (12/13)\n",
       "    title:             Mass-related stratopheric aerosol properties, monthly ...\n",
       "    Institution_id:    IACETH\n",
       "    Institution:       Institute for Atmospheric and Climate Science, ETH Zur...\n",
       "    activity_id:       HT-MOC\n",
       "    Conventions:       CF-1.6\n",
       "    data_structure:    grid\n",
       "    ...                ...\n",
       "    creation_date:     20240524\n",
       "    source:            GloSSACv2.22, SAGE III\n",
       "    source_id:         GloSSAC HT-MOC\n",
       "    further_info_url:  ftp://iacftp.ethz.ch/pub_read/luo/CMIP6/data_descripti...\n",
       "    contact:           Andrin Jörimann: andrin.joerimann@env.ethz.ch or Beipi...\n",
       "    comment:           We take only the sulfuric acid aerosol into account. T..."
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_glo_ht = xr.open_dataset('HTHH_SOCOL_mass_GloSSAC_2022.nc', decode_times=False)\n",
    "ds_glo_ht"
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     "shell.execute_reply": "2024-11-19T13:49:53.300145Z",
     "shell.execute_reply.started": "2024-11-19T13:49:53.274413Z"
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       ".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: 1MB\n",
       "Dimensions:                       (altitude: 70, latitude: 36, time: 12,\n",
       "                                   solar_bands: 14, terrestrial_bands: 16)\n",
       "Coordinates:\n",
       "  * altitude                      (altitude) float32 280B 5.0 5.5 ... 39.0 39.5\n",
       "  * latitude                      (latitude) float32 144B -87.5 -82.5 ... 87.5\n",
       "  * time                          (time) float32 48B 1.0 2.0 3.0 ... 11.0 12.0\n",
       "Dimensions without coordinates: solar_bands, terrestrial_bands\n",
       "Data variables: (12/13)\n",
       "    wl1_sun                       (solar_bands) float32 56B ...\n",
       "    wl2_sun                       (solar_bands) float32 56B ...\n",
       "    wl1_earth                     (terrestrial_bands) float32 64B ...\n",
       "    wl2_earth                     (terrestrial_bands) float32 64B ...\n",
       "    pressure                      (time, altitude, latitude) float32 121kB ...\n",
       "    number_density                (time, altitude, latitude) float32 121kB ...\n",
       "    ...                            ...\n",
       "    surface_area_density          (time, altitude, latitude) float32 121kB ...\n",
       "    volume_density                (time, altitude, latitude) float32 121kB ...\n",
       "    effective_radius              (time, altitude, latitude) float32 121kB ...\n",
       "    mode_radius                   (time, altitude, latitude) float32 121kB ...\n",
       "    mean_radius                   (time, altitude, latitude) float32 121kB ...\n",
       "    mixing_ratio                  (time, altitude, latitude) float32 121kB ...\n",
       "Attributes: (12/13)\n",
       "    title:             Mass-related stratopheric aerosol properties, monthly ...\n",
       "    Institution_id:    IACETH\n",
       "    Institution:       Institute for Atmospheric and Climate Science, ETH Zur...\n",
       "    activity_id:       HT-MOC\n",
       "    Conventions:       CF-1.6\n",
       "    data_structure:    grid\n",
       "    ...                ...\n",
       "    creation_date:     20240524\n",
       "    source:            GloSSACv2.22, SAGE III\n",
       "    source_id:         GloSSAC HT-MOC\n",
       "    further_info_url:  ftp://iacftp.ethz.ch/pub_read/luo/CMIP6/data_descripti...\n",
       "    contact:           Andrin Jörimann: andrin.joerimann@env.ethz.ch or Beipi...\n",
       "    comment:           We take only the sulfuric acid aerosol into account. T...</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-8e979c93-82a8-4037-9f01-b3b19bdfa574' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8e979c93-82a8-4037-9f01-b3b19bdfa574' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>altitude</span>: 70</li><li><span class='xr-has-index'>latitude</span>: 36</li><li><span class='xr-has-index'>time</span>: 12</li><li><span>solar_bands</span>: 14</li><li><span>terrestrial_bands</span>: 16</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-04f2a777-69ed-4ee2-9069-edbd73d655ca' class='xr-section-summary-in' type='checkbox'  checked><label for='section-04f2a777-69ed-4ee2-9069-edbd73d655ca' 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 class='xr-has-index'>altitude</span></div><div class='xr-var-dims'>(altitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>5.0 5.5 6.0 6.5 ... 38.5 39.0 39.5</div><input id='attrs-066b452a-a8c7-47ef-b8c7-f060e0a686f2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-066b452a-a8c7-47ef-b8c7-f060e0a686f2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-63e6a6f5-38c8-4252-b6a5-9e8c12fb15ed' class='xr-var-data-in' type='checkbox'><label for='data-63e6a6f5-38c8-4252-b6a5-9e8c12fb15ed' 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>units :</span></dt><dd>km</dd></dl></div><div class='xr-var-data'><pre>array([ 5. ,  5.5,  6. ,  6.5,  7. ,  7.5,  8. ,  8.5,  9. ,  9.5, 10. , 10.5,\n",
       "       11. , 11.5, 12. , 12.5, 13. , 13.5, 14. , 14.5, 15. , 15.5, 16. , 16.5,\n",
       "       17. , 17.5, 18. , 18.5, 19. , 19.5, 20. , 20.5, 21. , 21.5, 22. , 22.5,\n",
       "       23. , 23.5, 24. , 24.5, 25. , 25.5, 26. , 26.5, 27. , 27.5, 28. , 28.5,\n",
       "       29. , 29.5, 30. , 30.5, 31. , 31.5, 32. , 32.5, 33. , 33.5, 34. , 34.5,\n",
       "       35. , 35.5, 36. , 36.5, 37. , 37.5, 38. , 38.5, 39. , 39.5],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-87.5 -82.5 -77.5 ... 82.5 87.5</div><input id='attrs-9b0ed953-d55e-4ea2-9507-8b77c53c9909' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9b0ed953-d55e-4ea2-9507-8b77c53c9909' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e0ca348a-8d23-4247-9b28-0ad4c200d11c' class='xr-var-data-in' type='checkbox'><label for='data-e0ca348a-8d23-4247-9b28-0ad4c200d11c' 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>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([-87.5, -82.5, -77.5, -72.5, -67.5, -62.5, -57.5, -52.5, -47.5, -42.5,\n",
       "       -37.5, -32.5, -27.5, -22.5, -17.5, -12.5,  -7.5,  -2.5,   2.5,   7.5,\n",
       "        12.5,  17.5,  22.5,  27.5,  32.5,  37.5,  42.5,  47.5,  52.5,  57.5,\n",
       "        62.5,  67.5,  72.5,  77.5,  82.5,  87.5], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.0 2.0 3.0 4.0 ... 10.0 11.0 12.0</div><input id='attrs-e5f6b227-a2cd-4c38-b641-402c5a02ede3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e5f6b227-a2cd-4c38-b641-402c5a02ede3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-70716715-7abd-4183-843c-14279e4bd04c' class='xr-var-data-in' type='checkbox'><label for='data-70716715-7abd-4183-843c-14279e4bd04c' 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>units :</span></dt><dd>months since 2021-12-01 00:00</dd></dl></div><div class='xr-var-data'><pre>array([ 1.,  2.,  3.,  4.,  5.,  6.,  7.,  8.,  9., 10., 11., 12.],\n",
       "      dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-14c56f95-688b-4f3f-93a6-3a5cc0c7116c' class='xr-section-summary-in' type='checkbox'  checked><label for='section-14c56f95-688b-4f3f-93a6-3a5cc0c7116c' class='xr-section-summary' >Data variables: <span>(13)</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>wl1_sun</span></div><div class='xr-var-dims'>(solar_bands)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-71e40c9d-ec94-4e33-a965-fab7ac3c4c23' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-71e40c9d-ec94-4e33-a965-fab7ac3c4c23' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef493792-91bc-4b9e-aa2b-93bd0a0ac007' class='xr-var-data-in' type='checkbox'><label for='data-ef493792-91bc-4b9e-aa2b-93bd0a0ac007' 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>units :</span></dt><dd>lower boundary of wavelength of solar band in um</dd></dl></div><div class='xr-var-data'><pre>[14 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wl2_sun</span></div><div class='xr-var-dims'>(solar_bands)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-67aebbd6-6772-4f56-b055-d53716ffdc95' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-67aebbd6-6772-4f56-b055-d53716ffdc95' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-73ee5cd5-2f6a-4314-99b7-6608de605356' class='xr-var-data-in' type='checkbox'><label for='data-73ee5cd5-2f6a-4314-99b7-6608de605356' 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>units :</span></dt><dd>higher boundary of wavelength of solar band in um</dd></dl></div><div class='xr-var-data'><pre>[14 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wl1_earth</span></div><div class='xr-var-dims'>(terrestrial_bands)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b03d4455-c2c9-419a-9230-02a2fe7aba77' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b03d4455-c2c9-419a-9230-02a2fe7aba77' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-35b463ec-d0cc-4f2a-8e14-78a44a85daba' class='xr-var-data-in' type='checkbox'><label for='data-35b463ec-d0cc-4f2a-8e14-78a44a85daba' 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>units :</span></dt><dd>lower boundary of wavelength of terrestrial band</dd></dl></div><div class='xr-var-data'><pre>[16 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wl2_earth</span></div><div class='xr-var-dims'>(terrestrial_bands)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-63914b30-ea22-45a6-b342-a0d3079b80e6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-63914b30-ea22-45a6-b342-a0d3079b80e6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e53c7b4f-0946-4fc9-99e1-448df5d85478' class='xr-var-data-in' type='checkbox'><label for='data-e53c7b4f-0946-4fc9-99e1-448df5d85478' 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>units :</span></dt><dd>higher boundary of wavelength of terrestrial band</dd></dl></div><div class='xr-var-data'><pre>[16 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3c68f7ee-0d56-4553-bd24-692f6a25f04c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3c68f7ee-0d56-4553-bd24-692f6a25f04c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1b6cd34c-0cb3-4cb4-a900-d1274f1d9ac4' class='xr-var-data-in' type='checkbox'><label for='data-1b6cd34c-0cb3-4cb4-a900-d1274f1d9ac4' 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>units :</span></dt><dd>hPa</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>number_density</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-614bec96-dafd-4d0b-ab9d-1a562bee5c97' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-614bec96-dafd-4d0b-ab9d-1a562bee5c97' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7db3623c-6f4e-4c24-9ab5-93645cf888a1' class='xr-var-data-in' type='checkbox'><label for='data-7db3623c-6f4e-4c24-9ab5-93645cf888a1' 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>units :</span></dt><dd>1/cm^3</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>size_distribution_half_width</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-99c3c597-87c9-4510-a9be-0c40beb90d4d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-99c3c597-87c9-4510-a9be-0c40beb90d4d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d7935f35-ae35-4b45-95af-7dcf41110bd9' class='xr-var-data-in' type='checkbox'><label for='data-d7935f35-ae35-4b45-95af-7dcf41110bd9' 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>units :</span></dt><dd>-</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>surface_area_density</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e0b4bc63-de02-4bca-99c2-d32e66e7ec0a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e0b4bc63-de02-4bca-99c2-d32e66e7ec0a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-13a41090-0253-4f55-b58d-4a29c9e5990e' class='xr-var-data-in' type='checkbox'><label for='data-13a41090-0253-4f55-b58d-4a29c9e5990e' 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>units :</span></dt><dd>um^2/cm^3</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>volume_density</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e83b54c2-d033-4885-9471-159dcf272895' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e83b54c2-d033-4885-9471-159dcf272895' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c2416f61-c32d-4740-baf6-a1d861cfe42c' class='xr-var-data-in' type='checkbox'><label for='data-c2416f61-c32d-4740-baf6-a1d861cfe42c' 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>units :</span></dt><dd>um^3/cm^3</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>effective_radius</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fd052d1a-5460-4486-bcec-7c57e49e5593' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fd052d1a-5460-4486-bcec-7c57e49e5593' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1b6b7df7-a1b9-4ac3-9f89-37a3bc985dc7' class='xr-var-data-in' type='checkbox'><label for='data-1b6b7df7-a1b9-4ac3-9f89-37a3bc985dc7' 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>units :</span></dt><dd>microns</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mode_radius</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a3b3ab5d-a847-4778-97db-691e9b5075b2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a3b3ab5d-a847-4778-97db-691e9b5075b2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5cc9efae-50e0-4eef-95ae-e71ddcf18edc' class='xr-var-data-in' type='checkbox'><label for='data-5cc9efae-50e0-4eef-95ae-e71ddcf18edc' 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>units :</span></dt><dd>microns</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mean_radius</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3ef593ea-c700-4e52-b79d-c1aefbc0ed87' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3ef593ea-c700-4e52-b79d-c1aefbc0ed87' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-70a8886a-12a6-47fd-8164-38750d6b6af1' class='xr-var-data-in' type='checkbox'><label for='data-70a8886a-12a6-47fd-8164-38750d6b6af1' 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>units :</span></dt><dd>microns</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mixing_ratio</span></div><div class='xr-var-dims'>(time, altitude, latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2bb74db3-ff7e-4555-90b0-359e8d1a5f8b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2bb74db3-ff7e-4555-90b0-359e8d1a5f8b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4018d425-3ddc-4307-b873-2217e7170520' class='xr-var-data-in' type='checkbox'><label for='data-4018d425-3ddc-4307-b873-2217e7170520' 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>units :</span></dt><dd>ppb (1e-12)</dd></dl></div><div class='xr-var-data'><pre>[30240 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-476346eb-25de-4665-ac06-8b9c8334d053' class='xr-section-summary-in' type='checkbox'  ><label for='section-476346eb-25de-4665-ac06-8b9c8334d053' class='xr-section-summary' >Indexes: <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-index-name'><div>altitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-41f23835-811c-400a-b0f9-21ae03298edf' class='xr-index-data-in' type='checkbox'/><label for='index-41f23835-811c-400a-b0f9-21ae03298edf' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 5.0,  5.5,  6.0,  6.5,  7.0,  7.5,  8.0,  8.5,  9.0,  9.5, 10.0, 10.5,\n",
       "       11.0, 11.5, 12.0, 12.5, 13.0, 13.5, 14.0, 14.5, 15.0, 15.5, 16.0, 16.5,\n",
       "       17.0, 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 21.5, 22.0, 22.5,\n",
       "       23.0, 23.5, 24.0, 24.5, 25.0, 25.5, 26.0, 26.5, 27.0, 27.5, 28.0, 28.5,\n",
       "       29.0, 29.5, 30.0, 30.5, 31.0, 31.5, 32.0, 32.5, 33.0, 33.5, 34.0, 34.5,\n",
       "       35.0, 35.5, 36.0, 36.5, 37.0, 37.5, 38.0, 38.5, 39.0, 39.5],\n",
       "      dtype=&#x27;float32&#x27;, name=&#x27;altitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a6c8ee26-571e-432c-ad94-a44b3c75cf67' class='xr-index-data-in' type='checkbox'/><label for='index-a6c8ee26-571e-432c-ad94-a44b3c75cf67' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-87.5, -82.5, -77.5, -72.5, -67.5, -62.5, -57.5, -52.5, -47.5, -42.5,\n",
       "       -37.5, -32.5, -27.5, -22.5, -17.5, -12.5,  -7.5,  -2.5,   2.5,   7.5,\n",
       "        12.5,  17.5,  22.5,  27.5,  32.5,  37.5,  42.5,  47.5,  52.5,  57.5,\n",
       "        62.5,  67.5,  72.5,  77.5,  82.5,  87.5],\n",
       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-2b865139-1819-4efd-b900-2e50e5879a93' class='xr-index-data-in' type='checkbox'/><label for='index-2b865139-1819-4efd-b900-2e50e5879a93' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0], dtype=&#x27;float32&#x27;, name=&#x27;time&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4650b407-d5b6-4e9b-be52-883dca158a5f' class='xr-section-summary-in' type='checkbox'  ><label for='section-4650b407-d5b6-4e9b-be52-883dca158a5f' class='xr-section-summary' >Attributes: <span>(13)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>Mass-related stratopheric aerosol properties, monthly mean        value</dd><dt><span>Institution_id :</span></dt><dd>IACETH</dd><dt><span>Institution :</span></dt><dd>Institute for Atmospheric and Climate Science, ETH Zurich,       Switzerland</dd><dt><span>activity_id :</span></dt><dd>HT-MOC</dd><dt><span>Conventions :</span></dt><dd>CF-1.6</dd><dt><span>data_structure :</span></dt><dd>grid</dd><dt><span>frequency :</span></dt><dd>month</dd><dt><span>creation_date :</span></dt><dd>20240524</dd><dt><span>source :</span></dt><dd>GloSSACv2.22, SAGE III</dd><dt><span>source_id :</span></dt><dd>GloSSAC HT-MOC</dd><dt><span>further_info_url :</span></dt><dd>ftp://iacftp.ethz.ch/pub_read/luo/CMIP6/data_description.txt</dd><dt><span>contact :</span></dt><dd>Andrin Jörimann: andrin.joerimann@env.ethz.ch or Beiping Luo:  beiping.luo@env.ethz.ch</dd><dt><span>comment :</span></dt><dd>We take only the sulfuric acid aerosol into account. The          PSCs are excluded. The data is only valid above the tropopause.   The values with fill_flag=-998 should not be used! </dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 1MB\n",
       "Dimensions:                       (altitude: 70, latitude: 36, time: 12,\n",
       "                                   solar_bands: 14, terrestrial_bands: 16)\n",
       "Coordinates:\n",
       "  * altitude                      (altitude) float32 280B 5.0 5.5 ... 39.0 39.5\n",
       "  * latitude                      (latitude) float32 144B -87.5 -82.5 ... 87.5\n",
       "  * time                          (time) float32 48B 1.0 2.0 3.0 ... 11.0 12.0\n",
       "Dimensions without coordinates: solar_bands, terrestrial_bands\n",
       "Data variables: (12/13)\n",
       "    wl1_sun                       (solar_bands) float32 56B ...\n",
       "    wl2_sun                       (solar_bands) float32 56B ...\n",
       "    wl1_earth                     (terrestrial_bands) float32 64B ...\n",
       "    wl2_earth                     (terrestrial_bands) float32 64B ...\n",
       "    pressure                      (time, altitude, latitude) float32 121kB ...\n",
       "    number_density                (time, altitude, latitude) float32 121kB ...\n",
       "    ...                            ...\n",
       "    surface_area_density          (time, altitude, latitude) float32 121kB ...\n",
       "    volume_density                (time, altitude, latitude) float32 121kB ...\n",
       "    effective_radius              (time, altitude, latitude) float32 121kB ...\n",
       "    mode_radius                   (time, altitude, latitude) float32 121kB ...\n",
       "    mean_radius                   (time, altitude, latitude) float32 121kB ...\n",
       "    mixing_ratio                  (time, altitude, latitude) float32 121kB ...\n",
       "Attributes: (12/13)\n",
       "    title:             Mass-related stratopheric aerosol properties, monthly ...\n",
       "    Institution_id:    IACETH\n",
       "    Institution:       Institute for Atmospheric and Climate Science, ETH Zur...\n",
       "    activity_id:       HT-MOC\n",
       "    Conventions:       CF-1.6\n",
       "    data_structure:    grid\n",
       "    ...                ...\n",
       "    creation_date:     20240524\n",
       "    source:            GloSSACv2.22, SAGE III\n",
       "    source_id:         GloSSAC HT-MOC\n",
       "    further_info_url:  ftp://iacftp.ethz.ch/pub_read/luo/CMIP6/data_descripti...\n",
       "    contact:           Andrin Jörimann: andrin.joerimann@env.ethz.ch or Beipi...\n",
       "    comment:           We take only the sulfuric acid aerosol into account. T..."
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_glo_bg = xr.open_dataset('BG_SOCOL_mass_GloSSAC_param.nc', decode_times=False)\n",
    "ds_glo_bg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "fa910a98-ee2a-4cae-8714-d2f58447ef43",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-19T13:49:54.050745Z",
     "iopub.status.busy": "2024-11-19T13:49:54.050247Z",
     "iopub.status.idle": "2024-11-19T13:49:54.063149Z",
     "shell.execute_reply": "2024-11-19T13:49:54.062421Z",
     "shell.execute_reply.started": "2024-11-19T13:49:54.050701Z"
    }
   },
   "outputs": [],
   "source": [
    "plevc = ds.level.values\n",
    "vert_c_name = 'altitude'\n",
    "vet_new_name = 'level'\n",
    "ds_glo_ht_press = linear_interpolation(ds_glo_ht[['surface_area_density']], \n",
    "                                  ds_glo_ht['pressure'], \n",
    "                                  plevc,\n",
    "                                  vert_c_name, \n",
    "                                  vert_c_name, \n",
    "                                  vet_new_name)\n",
    "ds_glo_bg_press = linear_interpolation(ds_glo_bg[['surface_area_density']], \n",
    "                                  ds_glo_bg['pressure'], \n",
    "                                  plevc,\n",
    "                                  vert_c_name, \n",
    "                                  vert_c_name, \n",
    "                                  vet_new_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "d4c4fd38-47e7-44d8-a983-ffe1cbbedd75",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-19T13:49:57.382818Z",
     "iopub.status.busy": "2024-11-19T13:49:57.382310Z",
     "iopub.status.idle": "2024-11-19T13:49:57.501035Z",
     "shell.execute_reply": "2024-11-19T13:49:57.500427Z",
     "shell.execute_reply.started": "2024-11-19T13:49:57.382773Z"
    }
   },
   "outputs": [
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       ".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;surface_area_density&#x27; (time: 5, latitude: 36, level: 31)&gt; Size: 45kB\n",
       "array([[[2.45756776, 2.96306748, 2.09713871, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [2.45756776, 2.96306748, 2.09713871, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [2.45756776, 2.96306748, 2.09713871, ...,        nan,\n",
       "                nan,        nan],\n",
       "        ...,\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan]],\n",
       "\n",
       "       [[1.35757695, 1.25033009, 0.7796358 , ...,        nan,\n",
       "                nan,        nan],\n",
       "        [1.35757695, 1.25033009, 0.7796358 , ...,        nan,\n",
       "                nan,        nan],\n",
       "        [1.35757695, 1.25033009, 0.7796358 , ...,        nan,\n",
       "                nan,        nan],\n",
       "...\n",
       "        [2.76268556,        nan, 2.00979061, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [2.76268556,        nan, 2.00979061, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [2.76268556,        nan, 2.00979061, ...,        nan,\n",
       "                nan,        nan]],\n",
       "\n",
       "       [[1.87919539, 2.50072119, 2.20681722, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [1.87919539, 2.50072119, 2.20681722, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [1.87919539, 2.50072119, 2.20681722, ...,        nan,\n",
       "                nan,        nan],\n",
       "        ...,\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan]]])\n",
       "Coordinates:\n",
       "  * latitude  (latitude) float32 144B -87.5 -82.5 -77.5 -72.5 ... 77.5 82.5 87.5\n",
       "  * level     (level) float32 124B 316.2 261.0 215.4 177.8 ... 1.468 1.212 1.0\n",
       "  * time      (time) &lt;U8 160B &#x27;2022-DJF&#x27; &#x27;2022-MAM&#x27; ... &#x27;2022-SON&#x27; &#x27;2023-DJF&#x27;\n",
       "Attributes:\n",
       "    units:    um^2/cm^3</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'>'surface_area_density'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 5</li><li><span class='xr-has-index'>latitude</span>: 36</li><li><span class='xr-has-index'>level</span>: 31</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-ddd35486-5731-41d5-b461-815b4697cb1d' class='xr-array-in' type='checkbox' checked><label for='section-ddd35486-5731-41d5-b461-815b4697cb1d' 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>2.458 2.963 2.097 2.061 2.175 2.425 2.445 ... nan nan nan nan nan nan</span></div><div class='xr-array-data'><pre>array([[[2.45756776, 2.96306748, 2.09713871, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [2.45756776, 2.96306748, 2.09713871, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [2.45756776, 2.96306748, 2.09713871, ...,        nan,\n",
       "                nan,        nan],\n",
       "        ...,\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan]],\n",
       "\n",
       "       [[1.35757695, 1.25033009, 0.7796358 , ...,        nan,\n",
       "                nan,        nan],\n",
       "        [1.35757695, 1.25033009, 0.7796358 , ...,        nan,\n",
       "                nan,        nan],\n",
       "        [1.35757695, 1.25033009, 0.7796358 , ...,        nan,\n",
       "                nan,        nan],\n",
       "...\n",
       "        [2.76268556,        nan, 2.00979061, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [2.76268556,        nan, 2.00979061, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [2.76268556,        nan, 2.00979061, ...,        nan,\n",
       "                nan,        nan]],\n",
       "\n",
       "       [[1.87919539, 2.50072119, 2.20681722, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [1.87919539, 2.50072119, 2.20681722, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [1.87919539, 2.50072119, 2.20681722, ...,        nan,\n",
       "                nan,        nan],\n",
       "        ...,\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan]]])</pre></div></div></li><li class='xr-section-item'><input id='section-0731702a-4504-462b-969e-29409ddb957c' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0731702a-4504-462b-969e-29409ddb957c' 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 class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-87.5 -82.5 -77.5 ... 82.5 87.5</div><input id='attrs-6ffe0edb-e104-48f1-a701-670e0ccf4bff' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6ffe0edb-e104-48f1-a701-670e0ccf4bff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5a4c8f6e-5537-4ecc-8ebc-05e3bfe69044' class='xr-var-data-in' type='checkbox'><label for='data-5a4c8f6e-5537-4ecc-8ebc-05e3bfe69044' 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>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([-87.5, -82.5, -77.5, -72.5, -67.5, -62.5, -57.5, -52.5, -47.5, -42.5,\n",
       "       -37.5, -32.5, -27.5, -22.5, -17.5, -12.5,  -7.5,  -2.5,   2.5,   7.5,\n",
       "        12.5,  17.5,  22.5,  27.5,  32.5,  37.5,  42.5,  47.5,  52.5,  57.5,\n",
       "        62.5,  67.5,  72.5,  77.5,  82.5,  87.5], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>level</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>316.2 261.0 215.4 ... 1.212 1.0</div><input id='attrs-613eaf0a-6707-4065-8d05-0a693217610b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-613eaf0a-6707-4065-8d05-0a693217610b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d1b6f461-6d07-4110-80bd-765619bf7541' class='xr-var-data-in' type='checkbox'><label for='data-d1b6f461-6d07-4110-80bd-765619bf7541' 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([316.22775 , 261.01572 , 215.44347 , 177.82794 , 146.77992 , 121.15276 ,\n",
       "       100.      ,  82.54042 ,  68.1292  ,  56.23413 ,  46.41589 ,  38.311867,\n",
       "        31.622776,  26.101572,  21.544348,  17.782795,  14.677993,  12.115276,\n",
       "        10.      ,   8.254042,   6.812921,   5.623413,   4.641589,   3.831187,\n",
       "         3.162278,   2.610157,   2.154435,   1.778279,   1.467799,   1.211528,\n",
       "         1.      ], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>&lt;U8</div><div class='xr-var-preview xr-preview'>&#x27;2022-DJF&#x27; ... &#x27;2023-DJF&#x27;</div><input id='attrs-fbe4b221-be7f-42d4-87a3-717ab9e35a00' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fbe4b221-be7f-42d4-87a3-717ab9e35a00' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4f9d8b22-a4b5-427b-81b0-86a814b55026' class='xr-var-data-in' type='checkbox'><label for='data-4f9d8b22-a4b5-427b-81b0-86a814b55026' 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;2022-DJF&#x27;, &#x27;2022-MAM&#x27;, &#x27;2022-JJA&#x27;, &#x27;2022-SON&#x27;, &#x27;2023-DJF&#x27;], dtype=&#x27;&lt;U8&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-710e0487-d860-4988-9e07-2e072d606a11' class='xr-section-summary-in' type='checkbox'  ><label for='section-710e0487-d860-4988-9e07-2e072d606a11' class='xr-section-summary' >Indexes: <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-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-469fb8b9-85b4-49e6-b119-1e18d848f864' class='xr-index-data-in' type='checkbox'/><label for='index-469fb8b9-85b4-49e6-b119-1e18d848f864' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-87.5, -82.5, -77.5, -72.5, -67.5, -62.5, -57.5, -52.5, -47.5, -42.5,\n",
       "       -37.5, -32.5, -27.5, -22.5, -17.5, -12.5,  -7.5,  -2.5,   2.5,   7.5,\n",
       "        12.5,  17.5,  22.5,  27.5,  32.5,  37.5,  42.5,  47.5,  52.5,  57.5,\n",
       "        62.5,  67.5,  72.5,  77.5,  82.5,  87.5],\n",
       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>level</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-d61e7647-1b5d-4e2f-b535-0e20f65c0f6e' class='xr-index-data-in' type='checkbox'/><label for='index-d61e7647-1b5d-4e2f-b535-0e20f65c0f6e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 316.2277526855469,  261.0157165527344, 215.44346618652344,\n",
       "       177.82794189453125, 146.77992248535156, 121.15276336669922,\n",
       "                    100.0,  82.54042053222656,  68.12920379638672,\n",
       "          56.234130859375, 46.415889739990234, 38.311866760253906,\n",
       "        31.62277603149414, 26.101572036743164, 21.544347763061523,\n",
       "       17.782794952392578, 14.677992820739746, 12.115276336669922,\n",
       "                     10.0,   8.25404167175293,  6.812920570373535,\n",
       "          5.6234130859375, 4.6415886878967285, 3.8311867713928223,\n",
       "       3.1622776985168457, 2.6101572513580322, 2.1544346809387207,\n",
       "        1.778279423713684, 1.4677993059158325,  1.211527705192566,\n",
       "                      1.0],\n",
       "      dtype=&#x27;float32&#x27;, name=&#x27;level&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-f064ad5d-5bff-400c-8085-4623776a73bc' class='xr-index-data-in' type='checkbox'/><label for='index-f064ad5d-5bff-400c-8085-4623776a73bc' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([&#x27;2022-DJF&#x27;, &#x27;2022-MAM&#x27;, &#x27;2022-JJA&#x27;, &#x27;2022-SON&#x27;, &#x27;2023-DJF&#x27;], dtype=&#x27;object&#x27;, name=&#x27;time&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0f8462a6-0bb5-44fa-b130-1803d601567a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0f8462a6-0bb5-44fa-b130-1803d601567a' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>um^2/cm^3</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'surface_area_density' (time: 5, latitude: 36, level: 31)> Size: 45kB\n",
       "array([[[2.45756776, 2.96306748, 2.09713871, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [2.45756776, 2.96306748, 2.09713871, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [2.45756776, 2.96306748, 2.09713871, ...,        nan,\n",
       "                nan,        nan],\n",
       "        ...,\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan]],\n",
       "\n",
       "       [[1.35757695, 1.25033009, 0.7796358 , ...,        nan,\n",
       "                nan,        nan],\n",
       "        [1.35757695, 1.25033009, 0.7796358 , ...,        nan,\n",
       "                nan,        nan],\n",
       "        [1.35757695, 1.25033009, 0.7796358 , ...,        nan,\n",
       "                nan,        nan],\n",
       "...\n",
       "        [2.76268556,        nan, 2.00979061, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [2.76268556,        nan, 2.00979061, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [2.76268556,        nan, 2.00979061, ...,        nan,\n",
       "                nan,        nan]],\n",
       "\n",
       "       [[1.87919539, 2.50072119, 2.20681722, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [1.87919539, 2.50072119, 2.20681722, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [1.87919539, 2.50072119, 2.20681722, ...,        nan,\n",
       "                nan,        nan],\n",
       "        ...,\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan]]])\n",
       "Coordinates:\n",
       "  * latitude  (latitude) float32 144B -87.5 -82.5 -77.5 -72.5 ... 77.5 82.5 87.5\n",
       "  * level     (level) float32 124B 316.2 261.0 215.4 177.8 ... 1.468 1.212 1.0\n",
       "  * time      (time) <U8 160B '2022-DJF' '2022-MAM' ... '2022-SON' '2023-DJF'\n",
       "Attributes:\n",
       "    units:    um^2/cm^3"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sad_glo_anom = ds_glo_ht_press['surface_area_density']-ds_glo_bg_press['surface_area_density']\n",
    "sad_glo_anom['time'] = pd.date_range('2022-01', periods = 12, freq = 'M')\n",
    "#sad_glo_anom['altitude'] = 1013.25*np.exp(-arr_glo['altitude']/7)\n",
    "arr_glo = sad_glo_anom.resample(time=how_rt).mean().squeeze()\n",
    "arr_glo[\"time\"] = map_time_str(arr_glo.time)\n",
    "arr_glo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "4623e0be-2519-4987-b07b-8d13fc860bee",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-19T13:49:59.676684Z",
     "iopub.status.busy": "2024-11-19T13:49:59.676193Z",
     "iopub.status.idle": "2024-11-19T13:49:59.692178Z",
     "shell.execute_reply": "2024-11-19T13:49:59.691489Z",
     "shell.execute_reply.started": "2024-11-19T13:49:59.676641Z"
    }
   },
   "outputs": [],
   "source": [
    "da_zeros = (arr_glo[:-1]*np.nan) # xr.zeros_like\n",
    "da_zeros['time'] = ['2023-MAM','2023-JJA', '2023-SON', '2024-DJF']\n",
    "arr_glo_all = xr.concat([arr_glo, da_zeros], dim = 'time')\n",
    "arr_glo_all.attrs['units'] = r'$\\mathrm{\\mu m^2/cm^3}$'\n",
    "arr_glo_all.name = 'SAD'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e2c69ae8-5f12-4435-9757-374f0660a79f",
   "metadata": {},
   "source": [
    "# SWOOSH v2.7"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "a64f246e-bdfa-4b5e-8865-6be593a697c9",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-19T13:49:38.423709Z",
     "iopub.status.busy": "2024-11-19T13:49:38.423220Z",
     "iopub.status.idle": "2024-11-19T13:49:38.429556Z",
     "shell.execute_reply": "2024-11-19T13:49:38.428453Z",
     "shell.execute_reply.started": "2024-11-19T13:49:38.423651Z"
    }
   },
   "outputs": [],
   "source": [
    "inpath = '/sto0/data/Intermediate/Hunga_Tonga_byAles/'\n",
    "dataset = 'swoosh'\n",
    "version='v02.7'\n",
    "infile = f'{inpath}{dataset}/swoosh-{version}-198401-202312-latpress-2.5deg-L31.nc'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "2e44a1b7-d68b-4ac9-a35c-413e3c187ea2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-19T13:49:39.314861Z",
     "iopub.status.busy": "2024-11-19T13:49:39.314347Z",
     "iopub.status.idle": "2024-11-19T13:49:39.516103Z",
     "shell.execute_reply": "2024-11-19T13:49:39.515189Z",
     "shell.execute_reply.started": "2024-11-19T13:49:39.314800Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'aceh2on' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'aceh2oneq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'acen2on' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'acen2oneq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'aceo3n' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'aceo3neq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'combinedeqfillh2on' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'combinedeqfillo3n' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'combinedh2on' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'combinedh2oneq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'combinedo3n' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'combinedo3neq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'haloech4n' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'haloech4neq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'haloeh2on' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'haloeh2oneq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'haloeo3n' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'haloeo3neq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'mlsh2on' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'mlsh2oneq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'mlsn2on' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'mlsn2oneq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'mlso3n' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'mlso3neq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'ompso3n' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'ompso3neq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'sage2h2on' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'sage2h2oneq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'sage2o3n' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'sage2o3neq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'sage3h2on' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'sage3h2oneq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'sage3issh2on' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'sage3issh2oneq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'sage3isso3n' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'sage3isso3neq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'sage3o3n' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'sage3o3neq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'uarsmlsh2on' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'uarsmlsh2oneq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'uarsmlso3n' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n",
      "/hpx/Data_impb/kales/conda/envs/myenv/lib/python3.11/site-packages/xarray/conventions.py:286: SerializationWarning: variable 'uarsmlso3neq' has non-conforming 'missing_value' nan defined, dropping 'missing_value' entirely.\n",
      "  var = coder.decode(var, name=name)\n"
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       "\n",
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       "\n",
       ".xr-attrs dt:hover span {\n",
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       "\n",
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       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 1GB\n",
       "Dimensions:                     (lat: 72, level: 31, time: 480, latbound: 73)\n",
       "Coordinates:\n",
       "  * lat                         (lat) float32 288B -88.75 -86.25 ... 86.25 88.75\n",
       "  * level                       (level) float32 124B 316.2 261.0 ... 1.212 1.0\n",
       "  * time                        (time) datetime64[ns] 4kB 1984-01-16T12:00:00...\n",
       "  * latbound                    (latbound) float32 292B -90.0 ... 9.969e+36\n",
       "Data variables: (12/360)\n",
       "    month                       (time) int16 960B ...\n",
       "    year                        (time) int16 960B ...\n",
       "    yrtime                      (time) float32 2kB ...\n",
       "    jultime                     (time) float64 4kB ...\n",
       "    aceanomh2oq                 (time, level, lat) float32 4MB ...\n",
       "    aceanomo3q                  (time, level, lat) float32 4MB ...\n",
       "    ...                          ...\n",
       "    ompso3meandiff              (level) float32 124B ...\n",
       "    ompso3meandiffvslat         (level, lat) float32 9kB ...\n",
       "    ompso3offseterrvslat        (level, lat) float32 9kB ...\n",
       "    uarsmlso3meandiff           (level) float32 124B ...\n",
       "    uarsmlso3meandiffvslat      (level, lat) float32 9kB ...\n",
       "    uarsmlso3offseterrvslat     (level, lat) float32 9kB ...\n",
       "Attributes: (12/14)\n",
       "    title:              SWOOSH data set\n",
       "    version:            02.7\n",
       "    created:            Fri Feb  2 22:05:01 2024\n",
       "    SWOOSHVERSION:      02.7\n",
       "    UARSMLSH2OVERSION:  6\n",
       "    OMPSVERSION:        2.6\n",
       "    ...                 ...\n",
       "    MLSVERSION:         5.0\n",
       "    SAGE2VERSION:       7.0\n",
       "    UARSMLSO3VERSION:   5\n",
       "    HALOEVERSION:       19\n",
       "    ACEVERSION:         5.2\n",
       "    Conventions:        CF-1.4</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-b1957b90-7ff0-487a-836e-a59bb1365cab' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b1957b90-7ff0-487a-836e-a59bb1365cab' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>lat</span>: 72</li><li><span class='xr-has-index'>level</span>: 31</li><li><span class='xr-has-index'>time</span>: 480</li><li><span class='xr-has-index'>latbound</span>: 73</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-cb31f4b5-2e46-45cb-908a-ca75aec989f8' class='xr-section-summary-in' type='checkbox'  checked><label for='section-cb31f4b5-2e46-45cb-908a-ca75aec989f8' 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 class='xr-has-index'>lat</span></div><div class='xr-var-dims'>(lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-88.75 -86.25 ... 86.25 88.75</div><input id='attrs-9f503975-0b37-4f1c-a0bd-883d6a220619' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9f503975-0b37-4f1c-a0bd-883d6a220619' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b4bcbe44-c722-47da-bedf-3586277c5aec' class='xr-var-data-in' type='checkbox'><label for='data-b4bcbe44-c722-47da-bedf-3586277c5aec' 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</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([-88.75, -86.25, -83.75, -81.25, -78.75, -76.25, -73.75, -71.25, -68.75,\n",
       "       -66.25, -63.75, -61.25, -58.75, -56.25, -53.75, -51.25, -48.75, -46.25,\n",
       "       -43.75, -41.25, -38.75, -36.25, -33.75, -31.25, -28.75, -26.25, -23.75,\n",
       "       -21.25, -18.75, -16.25, -13.75, -11.25,  -8.75,  -6.25,  -3.75,  -1.25,\n",
       "         1.25,   3.75,   6.25,   8.75,  11.25,  13.75,  16.25,  18.75,  21.25,\n",
       "        23.75,  26.25,  28.75,  31.25,  33.75,  36.25,  38.75,  41.25,  43.75,\n",
       "        46.25,  48.75,  51.25,  53.75,  56.25,  58.75,  61.25,  63.75,  66.25,\n",
       "        68.75,  71.25,  73.75,  76.25,  78.75,  81.25,  83.75,  86.25,  88.75],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>level</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>316.2 261.0 215.4 ... 1.212 1.0</div><input id='attrs-b4f77c01-0706-4002-adfd-7a3c6eed9ce9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b4f77c01-0706-4002-adfd-7a3c6eed9ce9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fa6f9980-92e7-4da6-b8e4-9c00d10e403f' class='xr-var-data-in' type='checkbox'><label for='data-fa6f9980-92e7-4da6-b8e4-9c00d10e403f' 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>pressure</dd><dt><span>units :</span></dt><dd>hPa</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>axis :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>array([316.22775 , 261.01572 , 215.44347 , 177.82794 , 146.77992 , 121.15276 ,\n",
       "       100.      ,  82.54042 ,  68.1292  ,  56.23413 ,  46.41589 ,  38.311867,\n",
       "        31.622776,  26.101572,  21.544348,  17.782795,  14.677993,  12.115276,\n",
       "        10.      ,   8.254042,   6.812921,   5.623413,   4.641589,   3.831187,\n",
       "         3.162278,   2.610157,   2.154435,   1.778279,   1.467799,   1.211528,\n",
       "         1.      ], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>1984-01-16T12:00:00.000040233 .....</div><input id='attrs-869efeaa-453d-4b0a-85a5-44ea33e713ca' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-869efeaa-453d-4b0a-85a5-44ea33e713ca' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7cf4db5c-2cdd-45ff-9a5a-206fe0efa25f' class='xr-var-data-in' type='checkbox'><label for='data-7cf4db5c-2cdd-45ff-9a5a-206fe0efa25f' 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</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;1984-01-16T12:00:00.000040233&#x27;, &#x27;1984-02-15T12:00:00.000040233&#x27;,\n",
       "       &#x27;1984-03-16T12:00:00.000040233&#x27;, ..., &#x27;2023-10-16T12:00:00.000040192&#x27;,\n",
       "       &#x27;2023-11-16T00:00:00.000040192&#x27;, &#x27;2023-12-16T12:00:00.000040192&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latbound</span></div><div class='xr-var-dims'>(latbound)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-90.0 -80.0 ... 9.969e+36 9.969e+36</div><input id='attrs-6a9fbddd-3f29-46d5-beaf-fb9b6007c835' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6a9fbddd-3f29-46d5-beaf-fb9b6007c835' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-095c5790-204b-4aa2-8528-0e7f430c3b50' class='xr-var-data-in' type='checkbox'><label for='data-095c5790-204b-4aa2-8528-0e7f430c3b50' 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 bounds</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([-9.00000e+01, -8.00000e+01, -7.00000e+01, -6.00000e+01, -5.00000e+01,\n",
       "       -4.00000e+01, -3.00000e+01, -2.00000e+01, -1.00000e+01,  0.00000e+00,\n",
       "        1.00000e+01,  2.00000e+01,  3.00000e+01,  4.00000e+01,  5.00000e+01,\n",
       "        6.00000e+01,  7.00000e+01,  8.00000e+01,  9.00000e+01,  9.96921e+36,\n",
       "        9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,\n",
       "        9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,\n",
       "        9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,\n",
       "        9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,\n",
       "        9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,\n",
       "        9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,\n",
       "        9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,\n",
       "        9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,\n",
       "        9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,\n",
       "        9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,  9.96921e+36,\n",
       "        9.96921e+36,  9.96921e+36,  9.96921e+36], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5dd1bdcb-c58d-467b-bb4b-338f4ee3257c' class='xr-section-summary-in' type='checkbox'  ><label for='section-5dd1bdcb-c58d-467b-bb4b-338f4ee3257c' class='xr-section-summary' >Data variables: <span>(360)</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>month</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-82af0abc-265d-40f8-87bb-a1ea6cb450f3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-82af0abc-265d-40f8-87bb-a1ea6cb450f3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d233f994-8d29-43f5-ba8e-10c0d05ef620' class='xr-var-data-in' type='checkbox'><label for='data-d233f994-8d29-43f5-ba8e-10c0d05ef620' 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>description :</span></dt><dd>Month</dd></dl></div><div class='xr-var-data'><pre>[480 values with dtype=int16]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>year</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b9c8d973-6ba7-41d0-8a4c-aed98fd8e357' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b9c8d973-6ba7-41d0-8a4c-aed98fd8e357' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-80d05c75-fac2-4910-975c-b2db528c15d5' class='xr-var-data-in' type='checkbox'><label for='data-80d05c75-fac2-4910-975c-b2db528c15d5' 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>description :</span></dt><dd>Year</dd></dl></div><div class='xr-var-data'><pre>[480 values with dtype=int16]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>yrtime</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-845f109e-a460-4d2f-b327-a4fcf4914b59' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-845f109e-a460-4d2f-b327-a4fcf4914b59' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aa92e944-1980-4de0-ac5c-b442cec6a640' class='xr-var-data-in' type='checkbox'><label for='data-aa92e944-1980-4de0-ac5c-b442cec6a640' 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>description :</span></dt><dd>Fractional year, yrtime=year + (month-0.5)/12.</dd></dl></div><div class='xr-var-data'><pre>[480 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>jultime</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4ae60bc0-1636-460b-88d9-a785c5c8de8a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4ae60bc0-1636-460b-88d9-a785c5c8de8a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-40d7b44a-cbdc-4bec-975f-c11e6603b9d5' class='xr-var-data-in' type='checkbox'><label for='data-40d7b44a-cbdc-4bec-975f-c11e6603b9d5' 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>description :</span></dt><dd>Julian time (IDL convention)</dd></dl></div><div class='xr-var-data'><pre>[480 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceanomh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-28951884-516d-4629-a687-bfe988cad6a6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-28951884-516d-4629-a687-bfe988cad6a6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-09725258-3c02-46bb-bbfa-fede2f7b685d' class='xr-var-data-in' type='checkbox'><label for='data-09725258-3c02-46bb-bbfa-fede2f7b685d' 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>ACE H2O anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceanomo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-705e1e06-db3d-4c0c-b874-55ca033d19c6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-705e1e06-db3d-4c0c-b874-55ca033d19c6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0168932f-ad80-4cfc-bfde-f6de992ebdb5' class='xr-var-data-in' type='checkbox'><label for='data-0168932f-ad80-4cfc-bfde-f6de992ebdb5' 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>ACE O3 anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceh2on</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f467ce78-9040-49ea-8d82-6001520ccdae' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f467ce78-9040-49ea-8d82-6001520ccdae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fd48c8d3-7ea5-469c-9105-b5f8bfb9d8a8' class='xr-var-data-in' type='checkbox'><label for='data-fd48c8d3-7ea5-469c-9105-b5f8bfb9d8a8' 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>ACE H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceh2oneq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bdad335e-6821-47cd-82d9-5bbf69fa34d6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bdad335e-6821-47cd-82d9-5bbf69fa34d6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-25d5a629-f418-4cd3-9cab-a0b2c9a189e2' class='xr-var-data-in' type='checkbox'><label for='data-25d5a629-f418-4cd3-9cab-a0b2c9a189e2' 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>ACE H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a42dc6ef-8a58-4655-90b9-d0180b84b942' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a42dc6ef-8a58-4655-90b9-d0180b84b942' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9e0f9375-2c0d-4be3-97ed-3dfd5875c1e7' class='xr-var-data-in' type='checkbox'><label for='data-9e0f9375-2c0d-4be3-97ed-3dfd5875c1e7' 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>ACE H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceh2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-94430e2f-4260-4b4d-ab8b-720e7ba1ce76' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-94430e2f-4260-4b4d-ab8b-720e7ba1ce76' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0af9fa1b-25ad-434f-9faa-eb80fc931a83' class='xr-var-data-in' type='checkbox'><label for='data-0af9fa1b-25ad-434f-9faa-eb80fc931a83' 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>ACE H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceh2ormssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-92f1f9e4-2b44-46b5-976e-3694e279f66a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-92f1f9e4-2b44-46b5-976e-3694e279f66a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fec0afa5-2b98-47ee-a14f-95a58a18ef15' class='xr-var-data-in' type='checkbox'><label for='data-fec0afa5-2b98-47ee-a14f-95a58a18ef15' 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>ACE H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceh2ormssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1b66aa3f-428a-4634-b5b7-2dd9866afdcf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1b66aa3f-428a-4634-b5b7-2dd9866afdcf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-66c0d4c9-a4cf-4f03-852c-b091dec594b4' class='xr-var-data-in' type='checkbox'><label for='data-66c0d4c9-a4cf-4f03-852c-b091dec594b4' 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>ACE H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceh2ostddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b14b3e46-d336-44e5-a645-78202fdd9ff6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b14b3e46-d336-44e5-a645-78202fdd9ff6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a6af1092-e1f0-4d3f-8881-aface6fce002' class='xr-var-data-in' type='checkbox'><label for='data-a6af1092-e1f0-4d3f-8881-aface6fce002' 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>ACE H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceh2ostddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-14f35b2c-d16f-4a79-8a16-f06afaa02d77' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-14f35b2c-d16f-4a79-8a16-f06afaa02d77' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a997b540-6618-475b-8dc3-032a9cabfbc5' class='xr-var-data-in' type='checkbox'><label for='data-a997b540-6618-475b-8dc3-032a9cabfbc5' 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>ACE H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acehdon</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c7644d7e-282b-4542-b09a-dbb35c7cea45' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c7644d7e-282b-4542-b09a-dbb35c7cea45' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-953e3ed3-83a9-408a-84df-43d157e9136e' class='xr-var-data-in' type='checkbox'><label for='data-953e3ed3-83a9-408a-84df-43d157e9136e' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppbv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acen2on</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c93901b0-96c3-47d8-ad3a-dc1fe3bae631' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c93901b0-96c3-47d8-ad3a-dc1fe3bae631' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-271d2202-4d32-4f11-8fe8-f84eac517ab3' class='xr-var-data-in' type='checkbox'><label for='data-271d2202-4d32-4f11-8fe8-f84eac517ab3' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acen2oneq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ea7efed4-f607-4175-9925-86669934faa6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ea7efed4-f607-4175-9925-86669934faa6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6f9a6a77-64ce-4674-89d7-c9c2679666d6' class='xr-var-data-in' type='checkbox'><label for='data-6f9a6a77-64ce-4674-89d7-c9c2679666d6' 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></dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acen2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-295f0732-1f14-44c1-9347-abc7ec108a96' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-295f0732-1f14-44c1-9347-abc7ec108a96' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-facbbf07-f0f5-43e7-a283-4b608d60d858' class='xr-var-data-in' type='checkbox'><label for='data-facbbf07-f0f5-43e7-a283-4b608d60d858' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acen2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-86979f32-2d5a-4529-8620-7a6a26bf6474' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-86979f32-2d5a-4529-8620-7a6a26bf6474' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-552c0f64-1ab3-4e55-a566-f44516ae7d8c' class='xr-var-data-in' type='checkbox'><label for='data-552c0f64-1ab3-4e55-a566-f44516ae7d8c' 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></dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acen2ormssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-538618a5-d046-4076-9763-2e9bda5b3715' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-538618a5-d046-4076-9763-2e9bda5b3715' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2661dc44-b413-49fc-b01f-00ad53b2e158' class='xr-var-data-in' type='checkbox'><label for='data-2661dc44-b413-49fc-b01f-00ad53b2e158' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acen2ormssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-511ea754-b75b-4422-bce3-b459e631e99a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-511ea754-b75b-4422-bce3-b459e631e99a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be00f4fa-fc69-4fdb-a209-11cc2061b350' class='xr-var-data-in' type='checkbox'><label for='data-be00f4fa-fc69-4fdb-a209-11cc2061b350' 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></dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acen2ostddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4a041a5c-c796-495e-954e-3538d29306f4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4a041a5c-c796-495e-954e-3538d29306f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c0620a16-04f7-414c-8ac0-bf1ef218fe91' class='xr-var-data-in' type='checkbox'><label for='data-c0620a16-04f7-414c-8ac0-bf1ef218fe91' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acen2ostddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9d710698-f78a-498d-8cb3-d0defd98383d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9d710698-f78a-498d-8cb3-d0defd98383d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ede059da-c1e0-4658-b406-ecd85f32310f' class='xr-var-data-in' type='checkbox'><label for='data-ede059da-c1e0-4658-b406-ecd85f32310f' 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></dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceo3n</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fed52dde-0faa-4b05-b847-349a4f89674e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fed52dde-0faa-4b05-b847-349a4f89674e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3ce0a12-cffb-4565-a0e0-be0ff2b74bbe' class='xr-var-data-in' type='checkbox'><label for='data-b3ce0a12-cffb-4565-a0e0-be0ff2b74bbe' 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>ACE O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceo3neq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bb4cb1ea-5c9a-4b54-bd7b-c268190036af' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bb4cb1ea-5c9a-4b54-bd7b-c268190036af' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2e0fb293-76ef-469b-8f1f-76a1c2497e5f' class='xr-var-data-in' type='checkbox'><label for='data-2e0fb293-76ef-469b-8f1f-76a1c2497e5f' 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>ACE O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6a9a54f6-5f8c-4d07-88bd-c04a41a6094d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6a9a54f6-5f8c-4d07-88bd-c04a41a6094d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cf7f67fe-6253-4864-a720-a390c949b1cb' class='xr-var-data-in' type='checkbox'><label for='data-cf7f67fe-6253-4864-a720-a390c949b1cb' 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>ACE O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceo3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d984460b-f353-4617-b677-ff2ad84041a4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d984460b-f353-4617-b677-ff2ad84041a4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68090302-990c-4d21-9626-836d8ef1aa2d' class='xr-var-data-in' type='checkbox'><label for='data-68090302-990c-4d21-9626-836d8ef1aa2d' 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>ACE O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceo3rmssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7913edbb-e76c-48fa-a31b-7eac16a4190f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7913edbb-e76c-48fa-a31b-7eac16a4190f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-21581e30-40e8-41fd-8b24-b65400efd5d8' class='xr-var-data-in' type='checkbox'><label for='data-21581e30-40e8-41fd-8b24-b65400efd5d8' 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>ACE O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceo3rmssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a82e8b48-a028-43fb-b3a9-2a7498fcc2e6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a82e8b48-a028-43fb-b3a9-2a7498fcc2e6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-39361877-6117-4523-90f9-1a5f2d478cfd' class='xr-var-data-in' type='checkbox'><label for='data-39361877-6117-4523-90f9-1a5f2d478cfd' 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>ACE O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceo3stddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c50b78a3-ab7e-4253-8e64-4ce5a4de2d2f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c50b78a3-ab7e-4253-8e64-4ce5a4de2d2f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4def352c-419d-408d-9489-cb2f724e85d9' class='xr-var-data-in' type='checkbox'><label for='data-4def352c-419d-408d-9489-cb2f724e85d9' 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>ACE O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceo3stddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5df1cc23-8cd1-4c32-92f2-7a7c9c00273a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5df1cc23-8cd1-4c32-92f2-7a7c9c00273a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-25365936-09cf-499c-86bd-f5dc262f4543' class='xr-var-data-in' type='checkbox'><label for='data-25365936-09cf-499c-86bd-f5dc262f4543' 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>ACE O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acerawh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-190576af-b500-43ae-a2bf-c7117b2cfe1f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-190576af-b500-43ae-a2bf-c7117b2cfe1f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cbec8a2b-b4d7-4541-8346-9e12fb4f2b19' class='xr-var-data-in' type='checkbox'><label for='data-cbec8a2b-b4d7-4541-8346-9e12fb4f2b19' 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>ACE (uncorrected)  H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acerawh2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-65f44bab-a141-42ed-86d1-fdcb493097a9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-65f44bab-a141-42ed-86d1-fdcb493097a9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0578fcce-afa5-4468-9c7f-42382d67cc00' class='xr-var-data-in' type='checkbox'><label for='data-0578fcce-afa5-4468-9c7f-42382d67cc00' 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>ACE (uncorrected)  H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acerawhdoq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-465098a0-d465-4edb-ad57-61e75defb8d7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-465098a0-d465-4edb-ad57-61e75defb8d7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ebf0e5e7-f919-4219-861e-9a1b6ac688f2' class='xr-var-data-in' type='checkbox'><label for='data-ebf0e5e7-f919-4219-861e-9a1b6ac688f2' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppbv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acerawn2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-96fa1c12-0e36-461c-9d77-3e360fd44914' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-96fa1c12-0e36-461c-9d77-3e360fd44914' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-40059cff-c540-422a-809c-86899bacc40a' class='xr-var-data-in' type='checkbox'><label for='data-40059cff-c540-422a-809c-86899bacc40a' 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></dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acerawo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-727d2c7c-17dc-41eb-82e9-fd213fe040a6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-727d2c7c-17dc-41eb-82e9-fd213fe040a6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ffcedd44-6990-4342-93fd-5929be0db903' class='xr-var-data-in' type='checkbox'><label for='data-ffcedd44-6990-4342-93fd-5929be0db903' 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>ACE (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acerawo3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9d103e10-c37e-406d-adc8-ffb20db84e44' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9d103e10-c37e-406d-adc8-ffb20db84e44' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4739d3c2-31db-4476-b206-6b82304f9a0c' class='xr-var-data-in' type='checkbox'><label for='data-4739d3c2-31db-4476-b206-6b82304f9a0c' 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>ACE (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acerawseash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ae2e0102-2f1e-4976-9825-3e414aa32c77' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ae2e0102-2f1e-4976-9825-3e414aa32c77' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dd67bdf4-4406-4a25-b561-5b1204314b1c' class='xr-var-data-in' type='checkbox'><label for='data-dd67bdf4-4406-4a25-b561-5b1204314b1c' 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>ACE (uncorrected)  H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>acerawseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-21ec1cc7-2b4d-400f-9d68-e126fc43ccbb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-21ec1cc7-2b4d-400f-9d68-e126fc43ccbb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-98246289-c9fa-4865-b6c2-1ff23651c6c3' class='xr-var-data-in' type='checkbox'><label for='data-98246289-c9fa-4865-b6c2-1ff23651c6c3' 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>ACE (uncorrected)  O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceseash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9d5fa6b5-4127-40bb-80ba-7420ffa1422f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9d5fa6b5-4127-40bb-80ba-7420ffa1422f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8ffb98dd-7ea1-41ed-add3-e38361c83c7e' class='xr-var-data-in' type='checkbox'><label for='data-8ffb98dd-7ea1-41ed-add3-e38361c83c7e' 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>ACE H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceseashdoq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1b72a77b-d919-4687-a0ab-6ae5fddc9e27' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1b72a77b-d919-4687-a0ab-6ae5fddc9e27' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fcb4a221-d0b9-457c-b806-e0241bc87fb2' class='xr-var-data-in' type='checkbox'><label for='data-fcb4a221-d0b9-457c-b806-e0241bc87fb2' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppbv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-26292f46-7258-4fde-9c12-95e1186977eb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-26292f46-7258-4fde-9c12-95e1186977eb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9011d1fa-880d-4d8c-a682-723a81a72b9e' class='xr-var-data-in' type='checkbox'><label for='data-9011d1fa-880d-4d8c-a682-723a81a72b9e' 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>ACE O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedanomfillanomh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1e9569e5-22b1-4b1d-b8eb-68b378fc9ba2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1e9569e5-22b1-4b1d-b8eb-68b378fc9ba2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7daa5131-cfad-42c3-b548-7aba9aa98cd6' class='xr-var-data-in' type='checkbox'><label for='data-7daa5131-cfad-42c3-b548-7aba9aa98cd6' 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>Combined H2O anomaly (anomalies filled in lat-time plane)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedanomfillanomo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-46f0e284-9061-431d-9dd6-f92e4ed0559f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-46f0e284-9061-431d-9dd6-f92e4ed0559f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5be72569-6c3d-4ed5-923c-faf425b00a5d' class='xr-var-data-in' type='checkbox'><label for='data-5be72569-6c3d-4ed5-923c-faf425b00a5d' 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>Combined O3 anomaly (anomalies filled in lat-time plane)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedanomfillh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bb25818c-1c23-4e93-9df7-c20bad085e9f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bb25818c-1c23-4e93-9df7-c20bad085e9f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ca8adbe3-00e7-4132-80f2-763d1232a1bc' class='xr-var-data-in' type='checkbox'><label for='data-ca8adbe3-00e7-4132-80f2-763d1232a1bc' 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>Combined H2O (anomalies filled in lat-time plane)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedanomfillo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ee089c75-22d1-482d-a1b7-5328a353f6aa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ee089c75-22d1-482d-a1b7-5328a353f6aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef100b80-6226-4f2d-9651-55fbdc1be21c' class='xr-var-data-in' type='checkbox'><label for='data-ef100b80-6226-4f2d-9651-55fbdc1be21c' 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>Combined O3 (anomalies filled in lat-time plane)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedanomh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8c99ca56-6c4a-4689-bec3-1530e0e47b3c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8c99ca56-6c4a-4689-bec3-1530e0e47b3c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-45764cc7-094c-4f8b-839a-6bda775b2354' class='xr-var-data-in' type='checkbox'><label for='data-45764cc7-094c-4f8b-839a-6bda775b2354' 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>Combined H2O anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedanomo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fd1dd5e8-bdd4-4d61-adcb-931386240bc1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fd1dd5e8-bdd4-4d61-adcb-931386240bc1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a6ce122a-f78a-480e-a1f1-c699a7f28816' class='xr-var-data-in' type='checkbox'><label for='data-a6ce122a-f78a-480e-a1f1-c699a7f28816' 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>Combined O3 anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedeqfillanomfillh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4098ec61-6594-4b96-994f-78959ca4be32' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4098ec61-6594-4b96-994f-78959ca4be32' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b9040da1-c0b6-4aed-9f36-6c8277834033' class='xr-var-data-in' type='checkbox'><label for='data-b9040da1-c0b6-4aed-9f36-6c8277834033' 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>Combined H2O (equivalent latitude filling + anomalies filled in lat-time plane)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedeqfillanomfillo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c88caac8-fddc-4d90-b083-c7b09a162c56' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c88caac8-fddc-4d90-b083-c7b09a162c56' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5dbfb226-e783-4381-a8d0-7c282fe0dd72' class='xr-var-data-in' type='checkbox'><label for='data-5dbfb226-e783-4381-a8d0-7c282fe0dd72' 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>Combined O3 (equivalent latitude filling + anomalies filled in lat-time plane)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedeqfillanomh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dc75638d-b26a-4c84-a677-09bc94ea6dcf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dc75638d-b26a-4c84-a677-09bc94ea6dcf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a388427b-da68-4547-be45-d8b2e8f6c03c' class='xr-var-data-in' type='checkbox'><label for='data-a388427b-da68-4547-be45-d8b2e8f6c03c' 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>Combined H2O anomaly (equivalent latitude filling)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedeqfillanomo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9d0dc2dc-7d49-4b08-a658-ced0207ae658' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9d0dc2dc-7d49-4b08-a658-ced0207ae658' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-054b235d-6384-458c-910e-5dcb7cb9fc63' class='xr-var-data-in' type='checkbox'><label for='data-054b235d-6384-458c-910e-5dcb7cb9fc63' 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>Combined O3 anomaly (equivalent latitude filling)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedeqfillh2on</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d4b1c602-e9c4-482a-9762-c8de0ff74646' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d4b1c602-e9c4-482a-9762-c8de0ff74646' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f92ac38-540d-40bc-94ef-44540225a50a' class='xr-var-data-in' type='checkbox'><label for='data-7f92ac38-540d-40bc-94ef-44540225a50a' 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>Combined H2O number of measurements  (equivalent latitude filling)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedeqfillh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fd0bb64e-366c-436c-b774-554d78214239' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fd0bb64e-366c-436c-b774-554d78214239' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-171129e4-8ada-4e11-99c6-e1f2bb47da8b' class='xr-var-data-in' type='checkbox'><label for='data-171129e4-8ada-4e11-99c6-e1f2bb47da8b' 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>Combined H2O (equivalent latitude filling)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedeqfillh2ormssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1300627a-0f7f-42df-b10c-31b0937b91aa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1300627a-0f7f-42df-b10c-31b0937b91aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e68e0f08-3340-4367-acc5-eaedd472a399' class='xr-var-data-in' type='checkbox'><label for='data-e68e0f08-3340-4367-acc5-eaedd472a399' 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>Combined H2O root of mean-sum-square uncertainties (equivalent latitude filling)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedeqfillh2ostddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d1fc7322-cc4a-4c16-a3d1-bd3ea642f04d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d1fc7322-cc4a-4c16-a3d1-bd3ea642f04d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ac406d7f-3452-40b5-aff4-6fd80cecdaf6' class='xr-var-data-in' type='checkbox'><label for='data-ac406d7f-3452-40b5-aff4-6fd80cecdaf6' 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>Combined H2O standard deviation  (equivalent latitude filling)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedeqfillo3n</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-03054174-98e5-4ca0-b2e9-f6d14a9bb666' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-03054174-98e5-4ca0-b2e9-f6d14a9bb666' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b27f6e24-a142-424e-a6d5-e66d4f3a8464' class='xr-var-data-in' type='checkbox'><label for='data-b27f6e24-a142-424e-a6d5-e66d4f3a8464' 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>Combined O3 number of measurements  (equivalent latitude filling)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedeqfillo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7d38b01c-f669-4c2c-bfd3-99529b9420cd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7d38b01c-f669-4c2c-bfd3-99529b9420cd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-384d06e5-fb4b-46f5-89e4-b78ae4dd79f9' class='xr-var-data-in' type='checkbox'><label for='data-384d06e5-fb4b-46f5-89e4-b78ae4dd79f9' 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>Combined O3 (equivalent latitude filling)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedeqfillo3rmssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f3b0ee9c-d053-479e-a89e-8a224092dab0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f3b0ee9c-d053-479e-a89e-8a224092dab0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7e1b2a34-359c-4d09-a676-446f4e52e989' class='xr-var-data-in' type='checkbox'><label for='data-7e1b2a34-359c-4d09-a676-446f4e52e989' 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>Combined O3 root of mean-sum-square uncertainties (equivalent latitude filling)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedeqfillo3stddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b4c56b82-f7e0-4fc4-9f37-0eb2e20a9734' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b4c56b82-f7e0-4fc4-9f37-0eb2e20a9734' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-01a9ab67-a21e-4342-96e4-1ed12d61b916' class='xr-var-data-in' type='checkbox'><label for='data-01a9ab67-a21e-4342-96e4-1ed12d61b916' 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>Combined O3 standard deviation  (equivalent latitude filling)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedeqfillseash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c5e6d489-5735-447d-bfcf-f3d99a77c6a3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c5e6d489-5735-447d-bfcf-f3d99a77c6a3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e8de4301-e1f6-4a65-a0ad-a7872a6f1876' class='xr-var-data-in' type='checkbox'><label for='data-e8de4301-e1f6-4a65-a0ad-a7872a6f1876' 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>Combined H2O seasonal cycle (equivalent latitude filling)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedeqfillseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8dcbfbbd-5b8e-403c-a1eb-e7fd0ef31fde' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8dcbfbbd-5b8e-403c-a1eb-e7fd0ef31fde' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5dd02077-36ac-4715-a06f-21af641d93dc' class='xr-var-data-in' type='checkbox'><label for='data-5dd02077-36ac-4715-a06f-21af641d93dc' 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>Combined O3 seasonal cycle (equivalent latitude filling)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedh2olat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ef889572-db3f-493d-924d-55627827b099' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ef889572-db3f-493d-924d-55627827b099' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1bc36dbc-805c-4d5c-a078-e7823c639fb9' class='xr-var-data-in' type='checkbox'><label for='data-1bc36dbc-805c-4d5c-a078-e7823c639fb9' 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>Combined H2O mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedh2on</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7b18fd35-692b-4792-8cee-43a972abfd7e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7b18fd35-692b-4792-8cee-43a972abfd7e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d0014eeb-0b9b-42b6-a041-cdc7879e0e2f' class='xr-var-data-in' type='checkbox'><label for='data-d0014eeb-0b9b-42b6-a041-cdc7879e0e2f' 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>Combined H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedh2oneq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-706b85d4-d65d-4e38-aa38-56f6b2e1e96a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-706b85d4-d65d-4e38-aa38-56f6b2e1e96a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-86d6e838-9ae0-426d-8d30-91f88a84fb0b' class='xr-var-data-in' type='checkbox'><label for='data-86d6e838-9ae0-426d-8d30-91f88a84fb0b' 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>Combined H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8163c251-256d-4d26-9d71-8c55f7a9d9ca' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8163c251-256d-4d26-9d71-8c55f7a9d9ca' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1fd455b7-0133-45e3-945c-5ee87ac4de29' class='xr-var-data-in' type='checkbox'><label for='data-1fd455b7-0133-45e3-945c-5ee87ac4de29' 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>Combined H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedh2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4df49321-7c94-4b7d-b08e-5d76a437d11e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4df49321-7c94-4b7d-b08e-5d76a437d11e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-34d2f30c-5cdf-4691-8c63-52e81b125a19' class='xr-var-data-in' type='checkbox'><label for='data-34d2f30c-5cdf-4691-8c63-52e81b125a19' 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>Combined H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedh2ormssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-013d243b-d856-438b-9a2f-55c9e0c6edd0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-013d243b-d856-438b-9a2f-55c9e0c6edd0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e3f43bcf-02ec-4f35-96f3-b0b3ffe59027' class='xr-var-data-in' type='checkbox'><label for='data-e3f43bcf-02ec-4f35-96f3-b0b3ffe59027' 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>Combined H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedh2ormssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0172da0c-b082-4c68-a3db-eb51b2105b35' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0172da0c-b082-4c68-a3db-eb51b2105b35' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c7b832d4-7323-424b-a377-6599ee73d121' class='xr-var-data-in' type='checkbox'><label for='data-c7b832d4-7323-424b-a377-6599ee73d121' 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>Combined H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedh2ostddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b48d8404-79ce-49e4-8e01-bc154a1dead5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b48d8404-79ce-49e4-8e01-bc154a1dead5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-96572ce9-d157-483e-84a8-c1a32af6e85b' class='xr-var-data-in' type='checkbox'><label for='data-96572ce9-d157-483e-84a8-c1a32af6e85b' 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>Combined H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedh2ostddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8cdbcbe8-ce04-4864-bad4-68794db26d75' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8cdbcbe8-ce04-4864-bad4-68794db26d75' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a78e5e15-9772-46c9-a1d3-c37b94bda1af' class='xr-var-data-in' type='checkbox'><label for='data-a78e5e15-9772-46c9-a1d3-c37b94bda1af' 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>Combined H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedh2otime</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bc4e00ee-d2f0-4cac-918c-9fdc13ef0697' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bc4e00ee-d2f0-4cac-918c-9fdc13ef0697' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-03edda88-6451-4870-bb0b-6de531e9e8e0' class='xr-var-data-in' type='checkbox'><label for='data-03edda88-6451-4870-bb0b-6de531e9e8e0' 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>Combined H2O mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinednomlsh2olat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e99618c8-a536-4c00-a905-40d4702ed2af' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e99618c8-a536-4c00-a905-40d4702ed2af' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-576775bb-e968-49cd-845e-ae8d7fe9d71e' class='xr-var-data-in' type='checkbox'><label for='data-576775bb-e968-49cd-845e-ae8d7fe9d71e' 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>Combined (excluding MLS) H2O mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinednomlsh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c00d8778-0fa3-43bc-ab56-275b1a6cccb3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c00d8778-0fa3-43bc-ab56-275b1a6cccb3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-87a74007-07c9-40fc-9700-36f4f6b13634' class='xr-var-data-in' type='checkbox'><label for='data-87a74007-07c9-40fc-9700-36f4f6b13634' 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>Combined (excluding MLS) H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinednomlsh2otime</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b30f48a6-4ca3-4124-9bf4-85cedaee011c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b30f48a6-4ca3-4124-9bf4-85cedaee011c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1a239b1e-6bc6-43e9-925e-6f64ed5850c6' class='xr-var-data-in' type='checkbox'><label for='data-1a239b1e-6bc6-43e9-925e-6f64ed5850c6' 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>Combined (excluding MLS) H2O mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedo3lat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c517029c-667d-4422-8644-f42e947ca5e5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c517029c-667d-4422-8644-f42e947ca5e5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a37b5ce5-7f71-4d93-be11-655f32e52287' class='xr-var-data-in' type='checkbox'><label for='data-a37b5ce5-7f71-4d93-be11-655f32e52287' 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>Combined O3 mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedo3n</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c13ad89a-efde-4bda-a024-c62972b51359' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c13ad89a-efde-4bda-a024-c62972b51359' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cb7c2ee8-5bd4-438a-a3b0-1502382795f3' class='xr-var-data-in' type='checkbox'><label for='data-cb7c2ee8-5bd4-438a-a3b0-1502382795f3' 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>Combined O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedo3neq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f06e6071-e9fe-46e6-807a-b3fdb599e37c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f06e6071-e9fe-46e6-807a-b3fdb599e37c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9144472a-b7b7-4ab4-a90a-9dbb255f7f54' class='xr-var-data-in' type='checkbox'><label for='data-9144472a-b7b7-4ab4-a90a-9dbb255f7f54' 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>Combined O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2917228f-9f33-424e-96c6-36eda7a2be2d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2917228f-9f33-424e-96c6-36eda7a2be2d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e8c067fa-e869-4f7f-8112-a9eb726ff608' class='xr-var-data-in' type='checkbox'><label for='data-e8c067fa-e869-4f7f-8112-a9eb726ff608' 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>Combined O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedo3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f72f87d4-2669-4171-a165-869a0f769a98' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f72f87d4-2669-4171-a165-869a0f769a98' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7d5c5d01-3a6b-4020-957b-86cf73ee7eeb' class='xr-var-data-in' type='checkbox'><label for='data-7d5c5d01-3a6b-4020-957b-86cf73ee7eeb' 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>Combined O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedo3rmssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3de87f4e-aa9e-4858-93c1-9e75955591f3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3de87f4e-aa9e-4858-93c1-9e75955591f3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0a0f0558-8287-4440-9e97-9160dd326f27' class='xr-var-data-in' type='checkbox'><label for='data-0a0f0558-8287-4440-9e97-9160dd326f27' 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>Combined O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedo3rmssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d3fc6080-1a4d-4831-b98b-9fd3e8686ec7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d3fc6080-1a4d-4831-b98b-9fd3e8686ec7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a13c4494-1171-45d1-bbdb-0958b3225e63' class='xr-var-data-in' type='checkbox'><label for='data-a13c4494-1171-45d1-bbdb-0958b3225e63' 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>Combined O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedo3stddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ec946c52-619a-4301-b968-a61e6f294d74' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ec946c52-619a-4301-b968-a61e6f294d74' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e5ebafec-8643-4ecb-b6dc-999e8fb26fc3' class='xr-var-data-in' type='checkbox'><label for='data-e5ebafec-8643-4ecb-b6dc-999e8fb26fc3' 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>Combined O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedo3stddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8ff9bcd7-259a-4924-b525-10cd6ecc5ca5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8ff9bcd7-259a-4924-b525-10cd6ecc5ca5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e4889ee2-4a17-4295-92e0-f2bb7403fc80' class='xr-var-data-in' type='checkbox'><label for='data-e4889ee2-4a17-4295-92e0-f2bb7403fc80' 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>Combined O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedo3time</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-707171e6-aec4-41c6-9eea-20e0ec9efd10' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-707171e6-aec4-41c6-9eea-20e0ec9efd10' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5d06466c-d3d6-447d-9512-d5161b0db913' class='xr-var-data-in' type='checkbox'><label for='data-5d06466c-d3d6-447d-9512-d5161b0db913' 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>Combined O3 mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedseash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3e3a9f54-d905-418b-ab14-0aadaa37d516' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3e3a9f54-d905-418b-ab14-0aadaa37d516' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3d2028d7-ed72-49a6-bb68-14a3bdb28c63' class='xr-var-data-in' type='checkbox'><label for='data-3d2028d7-ed72-49a6-bb68-14a3bdb28c63' 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>Combined H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-20840cf1-d6da-464d-a657-939a7e49769b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-20840cf1-d6da-464d-a657-939a7e49769b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f9732f44-25ae-4372-b297-9f6501757ed0' class='xr-var-data-in' type='checkbox'><label for='data-f9732f44-25ae-4372-b297-9f6501757ed0' 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>Combined O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeanomch4q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6599e046-3b51-42b4-90cc-755c6b93d2cf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6599e046-3b51-42b4-90cc-755c6b93d2cf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3db38af0-40fc-43cf-b44f-f66f23021a26' class='xr-var-data-in' type='checkbox'><label for='data-3db38af0-40fc-43cf-b44f-f66f23021a26' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeanomh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b2202449-eca7-47d7-b67b-cb2d2b05dc74' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b2202449-eca7-47d7-b67b-cb2d2b05dc74' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-40d86994-05a4-4e9e-856d-a77ced8a77b2' class='xr-var-data-in' type='checkbox'><label for='data-40d86994-05a4-4e9e-856d-a77ced8a77b2' 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>HALOE H2O anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeanomnoext</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4b256fa7-e645-4a14-904e-31908ed4947f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4b256fa7-e645-4a14-904e-31908ed4947f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c04ae1ec-d02e-44d2-b165-622c1bb44326' class='xr-var-data-in' type='checkbox'><label for='data-c04ae1ec-d02e-44d2-b165-622c1bb44326' 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>HALOE NO extinction anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeanomo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-23595a08-4f5c-4721-a02c-7e81a942f46e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-23595a08-4f5c-4721-a02c-7e81a942f46e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6b21658f-35ca-45c8-b964-6849720c96c2' class='xr-var-data-in' type='checkbox'><label for='data-6b21658f-35ca-45c8-b964-6849720c96c2' 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>HALOE O3 anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloech4lat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c6ec3e18-3168-4fd8-81c5-436733ca7480' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c6ec3e18-3168-4fd8-81c5-436733ca7480' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e15cdb50-c56f-4ddc-8753-ba2d4c964297' class='xr-var-data-in' type='checkbox'><label for='data-e15cdb50-c56f-4ddc-8753-ba2d4c964297' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloech4n</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-086a1947-aad2-4f77-ab14-0e9358e37bd2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-086a1947-aad2-4f77-ab14-0e9358e37bd2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9cbb0e13-3b27-40ff-a4f0-3b258dd8bbc2' class='xr-var-data-in' type='checkbox'><label for='data-9cbb0e13-3b27-40ff-a4f0-3b258dd8bbc2' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloech4neq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6d80cf2c-db37-46da-96a3-27bdd90d9b19' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6d80cf2c-db37-46da-96a3-27bdd90d9b19' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f5e05c44-35eb-40e8-8ad4-e5c76e67a660' class='xr-var-data-in' type='checkbox'><label for='data-f5e05c44-35eb-40e8-8ad4-e5c76e67a660' 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></dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloech4q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-22d3a058-d675-445d-a816-5533b602be3e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-22d3a058-d675-445d-a816-5533b602be3e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6baa2743-0289-4c1e-b093-6a78d886f58a' class='xr-var-data-in' type='checkbox'><label for='data-6baa2743-0289-4c1e-b093-6a78d886f58a' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloech4qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a1eb9452-623d-417c-8b08-faf725990fbb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a1eb9452-623d-417c-8b08-faf725990fbb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0b9ea373-0391-4d1a-a96e-cfab99688cb6' class='xr-var-data-in' type='checkbox'><label for='data-0b9ea373-0391-4d1a-a96e-cfab99688cb6' 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></dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloech4rmssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-48fef38b-4647-45a6-a202-32c484b032ab' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-48fef38b-4647-45a6-a202-32c484b032ab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-342b5d41-7fe2-4585-9e57-ac4a18946abd' class='xr-var-data-in' type='checkbox'><label for='data-342b5d41-7fe2-4585-9e57-ac4a18946abd' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloech4rmssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4c19ab8c-b3b8-40b3-acfe-9d90eb735869' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4c19ab8c-b3b8-40b3-acfe-9d90eb735869' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-62e53e43-75f4-4cf7-ab7f-9a3550cd0a43' class='xr-var-data-in' type='checkbox'><label for='data-62e53e43-75f4-4cf7-ab7f-9a3550cd0a43' 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></dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloech4stddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b4aac7bc-b852-4300-b0aa-5a668aa7f129' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b4aac7bc-b852-4300-b0aa-5a668aa7f129' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ba155fac-59e1-4598-9384-5c32c28989c3' class='xr-var-data-in' type='checkbox'><label for='data-ba155fac-59e1-4598-9384-5c32c28989c3' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloech4stddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6af330a0-570b-4640-9fd0-dfc7f692a264' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6af330a0-570b-4640-9fd0-dfc7f692a264' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-75bf2d43-c2c1-47e7-8fb9-05131562d618' class='xr-var-data-in' type='checkbox'><label for='data-75bf2d43-c2c1-47e7-8fb9-05131562d618' 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></dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloech4time</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-90366d03-a032-4854-a3b1-bfd41ba38bb9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-90366d03-a032-4854-a3b1-bfd41ba38bb9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d8c036f5-736d-4a2c-9727-764ee5cf1a83' class='xr-var-data-in' type='checkbox'><label for='data-d8c036f5-736d-4a2c-9727-764ee5cf1a83' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeh2olat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6c044fe2-1b3a-4cad-a244-e841029bc4aa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6c044fe2-1b3a-4cad-a244-e841029bc4aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7bb9cb80-979f-4311-ad23-d229f476b6d1' class='xr-var-data-in' type='checkbox'><label for='data-7bb9cb80-979f-4311-ad23-d229f476b6d1' 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>HALOE H2O mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeh2on</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9f454200-1f9d-4fce-9163-3733ea643e9d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9f454200-1f9d-4fce-9163-3733ea643e9d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a10ef51e-e356-4403-afa9-6857b2ff2310' class='xr-var-data-in' type='checkbox'><label for='data-a10ef51e-e356-4403-afa9-6857b2ff2310' 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>HALOE H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeh2oneq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-447bd0cd-424d-47e9-97de-2fafa3c1d232' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-447bd0cd-424d-47e9-97de-2fafa3c1d232' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e96862f0-a439-4f3f-8a1b-a698bca9b189' class='xr-var-data-in' type='checkbox'><label for='data-e96862f0-a439-4f3f-8a1b-a698bca9b189' 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>HALOE H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e7a844ca-1924-417c-9e22-b174c7cbfcd8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e7a844ca-1924-417c-9e22-b174c7cbfcd8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ab490ba2-a331-47a3-a97b-d1a191c8f361' class='xr-var-data-in' type='checkbox'><label for='data-ab490ba2-a331-47a3-a97b-d1a191c8f361' 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>HALOE H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeh2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-173829d3-9110-44be-a6d5-aa8b3fd822fb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-173829d3-9110-44be-a6d5-aa8b3fd822fb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e835affc-71d3-46c4-930a-4b1c02ac250b' class='xr-var-data-in' type='checkbox'><label for='data-e835affc-71d3-46c4-930a-4b1c02ac250b' 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>HALOE H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeh2ormssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-36d18a81-9e82-4a56-bef4-80698a20b14a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-36d18a81-9e82-4a56-bef4-80698a20b14a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-278aa7a8-9347-4af4-93d3-09b8622aabe5' class='xr-var-data-in' type='checkbox'><label for='data-278aa7a8-9347-4af4-93d3-09b8622aabe5' 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>HALOE H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeh2ormssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-81c5778d-705d-4596-8d25-da1f200cc2f1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-81c5778d-705d-4596-8d25-da1f200cc2f1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8e43c4c7-a447-40d3-83f2-c7ac31892f78' class='xr-var-data-in' type='checkbox'><label for='data-8e43c4c7-a447-40d3-83f2-c7ac31892f78' 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>HALOE H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeh2ostddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-91db3ba0-5245-414b-9b42-2dabce56b42f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-91db3ba0-5245-414b-9b42-2dabce56b42f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-18cc9378-dcca-477e-980f-4e798bde85b6' class='xr-var-data-in' type='checkbox'><label for='data-18cc9378-dcca-477e-980f-4e798bde85b6' 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>HALOE H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeh2ostddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-91adb8c3-ef69-4fb6-9e3d-78d0a8b0a222' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-91adb8c3-ef69-4fb6-9e3d-78d0a8b0a222' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2b672569-5add-4dd8-adf8-733954a84514' class='xr-var-data-in' type='checkbox'><label for='data-2b672569-5add-4dd8-adf8-733954a84514' 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>HALOE H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeh2otime</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f1417e4e-0b4d-4628-b237-3c7f13c05954' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f1417e4e-0b4d-4628-b237-3c7f13c05954' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d474badb-35b8-425a-b52b-59c2b259ba52' class='xr-var-data-in' type='checkbox'><label for='data-d474badb-35b8-425a-b52b-59c2b259ba52' 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>HALOE H2O mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloenoext</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8843b42d-bf84-43ac-80c6-d212144ccac9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8843b42d-bf84-43ac-80c6-d212144ccac9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-47672b22-2c98-4606-8dc4-4ec2523d68ef' class='xr-var-data-in' type='checkbox'><label for='data-47672b22-2c98-4606-8dc4-4ec2523d68ef' 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>HALOE NO extinction</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeo3lat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f691d5e7-41f7-4bf9-80e4-92f05f52f39e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f691d5e7-41f7-4bf9-80e4-92f05f52f39e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-16691d6d-21bb-4cc3-9f6c-a99a3cb7e96e' class='xr-var-data-in' type='checkbox'><label for='data-16691d6d-21bb-4cc3-9f6c-a99a3cb7e96e' 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>HALOE O3 mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeo3n</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-63f026d9-dac4-4aac-8c32-bfd7c5e2118e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-63f026d9-dac4-4aac-8c32-bfd7c5e2118e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-89ea0773-99ab-4576-a809-a5af75a90474' class='xr-var-data-in' type='checkbox'><label for='data-89ea0773-99ab-4576-a809-a5af75a90474' 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>HALOE O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeo3neq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-96a76777-a481-4664-8ff3-929298b5ad86' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-96a76777-a481-4664-8ff3-929298b5ad86' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a2087163-48f9-498b-8736-db0b30e81945' class='xr-var-data-in' type='checkbox'><label for='data-a2087163-48f9-498b-8736-db0b30e81945' 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>HALOE O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-912c2eb2-4613-40cd-93c3-dead3c8fb5b4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-912c2eb2-4613-40cd-93c3-dead3c8fb5b4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-12dbc476-673b-4359-a132-6d9e8aa5700a' class='xr-var-data-in' type='checkbox'><label for='data-12dbc476-673b-4359-a132-6d9e8aa5700a' 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>HALOE O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeo3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5c06e6e7-3b22-4b7b-a00f-b7039da06b20' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5c06e6e7-3b22-4b7b-a00f-b7039da06b20' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-da64a3f8-e134-4d4b-9722-bcbc71d9840c' class='xr-var-data-in' type='checkbox'><label for='data-da64a3f8-e134-4d4b-9722-bcbc71d9840c' 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>HALOE O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeo3rmssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-eeae312a-a449-49b9-9d35-2b02872b58d0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-eeae312a-a449-49b9-9d35-2b02872b58d0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c46d3470-5b7a-45f4-b3ee-576d191f1e8e' class='xr-var-data-in' type='checkbox'><label for='data-c46d3470-5b7a-45f4-b3ee-576d191f1e8e' 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>HALOE O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeo3rmssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3fafcd57-3f7b-4617-97f3-2a54d54759ed' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3fafcd57-3f7b-4617-97f3-2a54d54759ed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-38fcf591-25a6-42e6-b5d0-798a2a78d745' class='xr-var-data-in' type='checkbox'><label for='data-38fcf591-25a6-42e6-b5d0-798a2a78d745' 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>HALOE O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeo3stddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f54f2eea-4014-4d08-aba5-5c7c50c0c88e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f54f2eea-4014-4d08-aba5-5c7c50c0c88e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5926f1b8-d9ee-4fbc-a9a1-0b3e48aa1195' class='xr-var-data-in' type='checkbox'><label for='data-5926f1b8-d9ee-4fbc-a9a1-0b3e48aa1195' 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>HALOE O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeo3stddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-27ecbb3b-741f-43dc-a126-e41f268c000e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-27ecbb3b-741f-43dc-a126-e41f268c000e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0e7b945c-2add-4b75-acb1-e5e8580fe7fb' class='xr-var-data-in' type='checkbox'><label for='data-0e7b945c-2add-4b75-acb1-e5e8580fe7fb' 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>HALOE O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeo3time</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d6492b35-67ed-4ac7-9575-ebb095654e21' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d6492b35-67ed-4ac7-9575-ebb095654e21' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c094535e-9e60-45b8-9b0a-508f7111cf94' class='xr-var-data-in' type='checkbox'><label for='data-c094535e-9e60-45b8-9b0a-508f7111cf94' 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>HALOE O3 mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloerawh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4164cd30-56f5-41bf-98ff-76ab5bd7c4f5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4164cd30-56f5-41bf-98ff-76ab5bd7c4f5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-167564f9-4e8a-4909-9265-d20b7b5d7e5c' class='xr-var-data-in' type='checkbox'><label for='data-167564f9-4e8a-4909-9265-d20b7b5d7e5c' 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>HALOE (uncorrected)  H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloerawh2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cb426893-e44b-48da-9458-a0fc496700af' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cb426893-e44b-48da-9458-a0fc496700af' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e10e2fc2-72e2-4a94-893d-254c65ee000d' class='xr-var-data-in' type='checkbox'><label for='data-e10e2fc2-72e2-4a94-893d-254c65ee000d' 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>HALOE (uncorrected)  H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloerawo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6b2db7a4-206d-4b65-813c-1902db74e6a3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6b2db7a4-206d-4b65-813c-1902db74e6a3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-48bd6900-0533-411b-987d-953a04e1a109' class='xr-var-data-in' type='checkbox'><label for='data-48bd6900-0533-411b-987d-953a04e1a109' 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>HALOE (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloerawo3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-51e74314-3c85-4d0a-b7af-09e1942ae48e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-51e74314-3c85-4d0a-b7af-09e1942ae48e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f11af5df-7cf1-4d70-8c05-19ec9f225842' class='xr-var-data-in' type='checkbox'><label for='data-f11af5df-7cf1-4d70-8c05-19ec9f225842' 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>HALOE (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloerawseash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-67d23b56-b3ff-43b2-9296-df10e5b4d081' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-67d23b56-b3ff-43b2-9296-df10e5b4d081' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0130bf5c-516a-4788-b5e2-004c5c1c7a09' class='xr-var-data-in' type='checkbox'><label for='data-0130bf5c-516a-4788-b5e2-004c5c1c7a09' 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>HALOE (uncorrected)  H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloerawseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b71140e4-6c91-49a2-ba9c-23628eeae7ae' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b71140e4-6c91-49a2-ba9c-23628eeae7ae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3207542f-c17b-4371-abe8-aa0bb64d116f' class='xr-var-data-in' type='checkbox'><label for='data-3207542f-c17b-4371-abe8-aa0bb64d116f' 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>HALOE (uncorrected)  O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeseasch4q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-72534307-e3c1-4b46-a6b8-8da81e9ef99f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-72534307-e3c1-4b46-a6b8-8da81e9ef99f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-62cd1a19-76c1-44f1-a364-42a21768e974' class='xr-var-data-in' type='checkbox'><label for='data-62cd1a19-76c1-44f1-a364-42a21768e974' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeseash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e09a1a6f-be4f-4038-b460-96225564613e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e09a1a6f-be4f-4038-b460-96225564613e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b5bab115-e60d-4f03-b261-dc267d243e11' class='xr-var-data-in' type='checkbox'><label for='data-b5bab115-e60d-4f03-b261-dc267d243e11' 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>HALOE H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeseasnoext</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a2024db1-a5e0-4e1f-90dc-49a545172935' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a2024db1-a5e0-4e1f-90dc-49a545172935' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-946226ce-c3dc-4845-b7f3-8fd32d5ab7cd' class='xr-var-data-in' type='checkbox'><label for='data-946226ce-c3dc-4845-b7f3-8fd32d5ab7cd' 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>HALOE NO extinction seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-aac405c3-c77b-4c6f-bcd2-8ae826f25da9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aac405c3-c77b-4c6f-bcd2-8ae826f25da9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a19a4f29-7c77-402f-aff0-b3e2687e55f9' class='xr-var-data-in' type='checkbox'><label for='data-a19a4f29-7c77-402f-aff0-b3e2687e55f9' 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>HALOE O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>merrat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-db769733-216f-4ff5-88d9-cca6e9f0eb76' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-db769733-216f-4ff5-88d9-cca6e9f0eb76' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-342dbc86-6c26-4ef3-81c6-7be16f763a1b' class='xr-var-data-in' type='checkbox'><label for='data-342dbc86-6c26-4ef3-81c6-7be16f763a1b' 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>MERRA temperature</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>merraz</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6bf8dad7-4727-4584-bd62-b0fdbdbb6b53' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6bf8dad7-4727-4584-bd62-b0fdbdbb6b53' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-872c852e-4472-4d2d-94b4-7c613f6ddd70' class='xr-var-data-in' type='checkbox'><label for='data-872c852e-4472-4d2d-94b4-7c613f6ddd70' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsanomh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cf485f91-07c1-4b6c-a476-28bdbd79fead' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cf485f91-07c1-4b6c-a476-28bdbd79fead' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ad680c06-d739-4702-9fdd-ba631fc73513' class='xr-var-data-in' type='checkbox'><label for='data-ad680c06-d739-4702-9fdd-ba631fc73513' 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>MLS H2O anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsanomn2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fcd2c7f5-4c43-4c2e-9a40-f2d8d0e91425' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fcd2c7f5-4c43-4c2e-9a40-f2d8d0e91425' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-65ac9403-0f4c-412f-8fd2-f962860124dc' class='xr-var-data-in' type='checkbox'><label for='data-65ac9403-0f4c-412f-8fd2-f962860124dc' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsanomo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b69931fb-6edb-4d15-8601-c41a0920b66b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b69931fb-6edb-4d15-8601-c41a0920b66b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-98a48489-8e07-4bea-b540-9239c96ca4cb' class='xr-var-data-in' type='checkbox'><label for='data-98a48489-8e07-4bea-b540-9239c96ca4cb' 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>MLS O3 anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsh2olat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1a2d9eb7-0000-4145-a89d-5396c1791e14' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1a2d9eb7-0000-4145-a89d-5396c1791e14' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-957cb4f3-dc15-42dd-8443-23893e1b0aac' class='xr-var-data-in' type='checkbox'><label for='data-957cb4f3-dc15-42dd-8443-23893e1b0aac' 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>MLS H2O mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsh2on</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9afcc611-49f7-4912-949e-b580719d4fea' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9afcc611-49f7-4912-949e-b580719d4fea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-50f9388e-1db9-484e-a91a-44d8ace7fa9e' class='xr-var-data-in' type='checkbox'><label for='data-50f9388e-1db9-484e-a91a-44d8ace7fa9e' 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>MLS H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsh2oneq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3277d64f-9951-4d19-b9dc-d3380d657bff' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3277d64f-9951-4d19-b9dc-d3380d657bff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b73ad3c6-9fed-4fe6-ac7a-0517b517366d' class='xr-var-data-in' type='checkbox'><label for='data-b73ad3c6-9fed-4fe6-ac7a-0517b517366d' 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>MLS H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-aac0c79c-10a4-4f9a-a736-64d9c7d75df7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aac0c79c-10a4-4f9a-a736-64d9c7d75df7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1282ddb1-468f-41fa-b4e6-e44fbd741f46' class='xr-var-data-in' type='checkbox'><label for='data-1282ddb1-468f-41fa-b4e6-e44fbd741f46' 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>MLS H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsh2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-eaff0c8a-bb0a-4e90-b664-c612cb83e27e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-eaff0c8a-bb0a-4e90-b664-c612cb83e27e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bea3433b-1cae-4f07-8ef7-2e3ac46af9b4' class='xr-var-data-in' type='checkbox'><label for='data-bea3433b-1cae-4f07-8ef7-2e3ac46af9b4' 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>MLS H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsh2ormssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d90f3514-9447-4e3a-8659-f8bfbab6d179' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d90f3514-9447-4e3a-8659-f8bfbab6d179' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f82b74ed-ee34-41a1-a963-bfd5947ec7f5' class='xr-var-data-in' type='checkbox'><label for='data-f82b74ed-ee34-41a1-a963-bfd5947ec7f5' 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>MLS H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsh2ormssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-487f8486-66b5-445a-9279-6b57ac8aaab6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-487f8486-66b5-445a-9279-6b57ac8aaab6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f94e1bd5-abbe-4f4a-8ec9-4da104298388' class='xr-var-data-in' type='checkbox'><label for='data-f94e1bd5-abbe-4f4a-8ec9-4da104298388' 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>MLS H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsh2ostddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e9a7c5db-9945-43a0-b236-936bfc4199dc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e9a7c5db-9945-43a0-b236-936bfc4199dc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c116f09b-a2a8-4114-89a4-64fc70aa7da8' class='xr-var-data-in' type='checkbox'><label for='data-c116f09b-a2a8-4114-89a4-64fc70aa7da8' 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>MLS H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsh2ostddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5490d28e-0823-4196-92d5-d513a7d5bb32' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5490d28e-0823-4196-92d5-d513a7d5bb32' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9a489afd-b85d-4149-a04b-7fddd5213f49' class='xr-var-data-in' type='checkbox'><label for='data-9a489afd-b85d-4149-a04b-7fddd5213f49' 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>MLS H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsh2otime</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3d9c0427-a4fe-4ebb-b596-c6685b5dc594' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3d9c0427-a4fe-4ebb-b596-c6685b5dc594' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4041c020-6eec-4697-b1fa-1a94b55c67ea' class='xr-var-data-in' type='checkbox'><label for='data-4041c020-6eec-4697-b1fa-1a94b55c67ea' 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>MLS H2O mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsn2olat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-543cf5ec-41de-416f-94f3-39aa99b55502' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-543cf5ec-41de-416f-94f3-39aa99b55502' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6a0edd67-13b9-4d7f-a935-d489ee986cab' class='xr-var-data-in' type='checkbox'><label for='data-6a0edd67-13b9-4d7f-a935-d489ee986cab' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsn2on</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9a3892c7-e5b0-4ccb-9de9-317a0443a553' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9a3892c7-e5b0-4ccb-9de9-317a0443a553' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5dc1dd0a-366a-4b59-b223-c3e044cabf2b' class='xr-var-data-in' type='checkbox'><label for='data-5dc1dd0a-366a-4b59-b223-c3e044cabf2b' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsn2oneq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-69dac2c6-dd13-4774-9f8f-030c5ead2d18' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-69dac2c6-dd13-4774-9f8f-030c5ead2d18' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f88d4382-3d54-4055-b440-90419291c7e6' class='xr-var-data-in' type='checkbox'><label for='data-f88d4382-3d54-4055-b440-90419291c7e6' 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></dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsn2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1997b251-b0bf-4eac-a42c-629894a50dd2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1997b251-b0bf-4eac-a42c-629894a50dd2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-06caa760-f11c-42b6-993a-1431ae86f752' class='xr-var-data-in' type='checkbox'><label for='data-06caa760-f11c-42b6-993a-1431ae86f752' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsn2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-299d0a8a-23e3-4b0a-932a-09fefb191652' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-299d0a8a-23e3-4b0a-932a-09fefb191652' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2f696f90-a070-4a6d-9ea7-94fe1f9c7648' class='xr-var-data-in' type='checkbox'><label for='data-2f696f90-a070-4a6d-9ea7-94fe1f9c7648' 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></dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsn2ormssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-22476a53-12df-4932-86db-e89204817751' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-22476a53-12df-4932-86db-e89204817751' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-003f28dd-41a8-48fd-85ef-24e9edf8b8a7' class='xr-var-data-in' type='checkbox'><label for='data-003f28dd-41a8-48fd-85ef-24e9edf8b8a7' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsn2ormssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-63c5d6cf-ade2-4f82-a4e1-863013390690' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-63c5d6cf-ade2-4f82-a4e1-863013390690' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3f53fb67-55a4-4813-9bcf-7cdb3028d10a' class='xr-var-data-in' type='checkbox'><label for='data-3f53fb67-55a4-4813-9bcf-7cdb3028d10a' 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></dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsn2ostddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4b179952-09cf-4c05-a27a-f11ca1ea91de' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4b179952-09cf-4c05-a27a-f11ca1ea91de' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-91249a82-1fa5-4ce7-9e9e-c7b3f449603f' class='xr-var-data-in' type='checkbox'><label for='data-91249a82-1fa5-4ce7-9e9e-c7b3f449603f' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsn2ostddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b17c472f-7257-46a7-9340-48a4fab8a3cb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b17c472f-7257-46a7-9340-48a4fab8a3cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8458340a-5a55-4748-8e89-d0abc7265375' class='xr-var-data-in' type='checkbox'><label for='data-8458340a-5a55-4748-8e89-d0abc7265375' 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></dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsn2otime</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-52af9af7-9964-4838-b506-8b2cd46378e7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-52af9af7-9964-4838-b506-8b2cd46378e7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6a3e5f9e-4df2-41c3-bda0-8a1b719bce1e' class='xr-var-data-in' type='checkbox'><label for='data-6a3e5f9e-4df2-41c3-bda0-8a1b719bce1e' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlso3lat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-af63ea42-a61d-4a9f-b34e-e156099a404b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-af63ea42-a61d-4a9f-b34e-e156099a404b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-34a5019a-481b-4fca-9abd-7e7feba654d9' class='xr-var-data-in' type='checkbox'><label for='data-34a5019a-481b-4fca-9abd-7e7feba654d9' 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>MLS O3 mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlso3n</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-085870fd-2497-4b4e-a646-d9d90cfc52dc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-085870fd-2497-4b4e-a646-d9d90cfc52dc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-40f8907b-b748-4f2e-ac3a-d9d3289c7865' class='xr-var-data-in' type='checkbox'><label for='data-40f8907b-b748-4f2e-ac3a-d9d3289c7865' 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>MLS O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlso3neq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-75a4bb4f-523c-4a51-9057-aa010fe7e49f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-75a4bb4f-523c-4a51-9057-aa010fe7e49f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0de5b9bc-2207-4290-9fa7-8506afe4f253' class='xr-var-data-in' type='checkbox'><label for='data-0de5b9bc-2207-4290-9fa7-8506afe4f253' 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>MLS O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e59ccbd2-3c28-43ce-adbb-72aa5633d63d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e59ccbd2-3c28-43ce-adbb-72aa5633d63d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7aa4a7ba-f447-4d82-b3fa-2526d9ab8550' class='xr-var-data-in' type='checkbox'><label for='data-7aa4a7ba-f447-4d82-b3fa-2526d9ab8550' 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>MLS O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlso3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d7a31145-3404-4cef-8fba-320ca1764e82' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d7a31145-3404-4cef-8fba-320ca1764e82' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-251c5bf7-d2a5-4897-a7a6-d86d7ed2ab38' class='xr-var-data-in' type='checkbox'><label for='data-251c5bf7-d2a5-4897-a7a6-d86d7ed2ab38' 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>MLS O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlso3rmssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9cdce324-4fd3-45a7-b56f-d4e7d93eb9ef' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9cdce324-4fd3-45a7-b56f-d4e7d93eb9ef' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c822c0fa-a9cf-4b2d-b0d2-efc3bae7d464' class='xr-var-data-in' type='checkbox'><label for='data-c822c0fa-a9cf-4b2d-b0d2-efc3bae7d464' 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>MLS O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlso3rmssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-98902f71-6111-4445-89c3-301fb04e0f06' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-98902f71-6111-4445-89c3-301fb04e0f06' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-59866a6c-6493-4bd5-a891-87f4558aef33' class='xr-var-data-in' type='checkbox'><label for='data-59866a6c-6493-4bd5-a891-87f4558aef33' 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>MLS O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlso3stddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c9e8bdc3-94fc-4274-ad19-be990213ed78' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c9e8bdc3-94fc-4274-ad19-be990213ed78' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-656d9d03-ac56-4143-8f44-bd7c960f8586' class='xr-var-data-in' type='checkbox'><label for='data-656d9d03-ac56-4143-8f44-bd7c960f8586' 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>MLS O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlso3stddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f5c998ed-1b72-46ac-a212-bf2a3885791e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f5c998ed-1b72-46ac-a212-bf2a3885791e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-495f5fe4-1ee9-4bd0-a334-8b957fc0915e' class='xr-var-data-in' type='checkbox'><label for='data-495f5fe4-1ee9-4bd0-a334-8b957fc0915e' 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>MLS O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlso3time</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cbb817b6-d7a4-4e6c-9fe7-9f714bc07a34' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cbb817b6-d7a4-4e6c-9fe7-9f714bc07a34' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5be5d30c-db0f-4e9c-96ea-fca070f456e8' class='xr-var-data-in' type='checkbox'><label for='data-5be5d30c-db0f-4e9c-96ea-fca070f456e8' 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>MLS O3 mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsrawh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6cb27eef-ba47-4c61-9db1-1795746a12c1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6cb27eef-ba47-4c61-9db1-1795746a12c1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-890afef6-c894-4999-8e71-6856770cb729' class='xr-var-data-in' type='checkbox'><label for='data-890afef6-c894-4999-8e71-6856770cb729' 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>MLS (uncorrected)  H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsrawh2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6240f9c2-25b9-41e3-907c-12c39c6b3e9e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6240f9c2-25b9-41e3-907c-12c39c6b3e9e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dca54270-6f7d-4e44-94fb-d1ce354b6135' class='xr-var-data-in' type='checkbox'><label for='data-dca54270-6f7d-4e44-94fb-d1ce354b6135' 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>MLS (uncorrected)  H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsrawo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1ac5ee5f-e1b3-4f26-aa9e-1f1c6db4c84c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1ac5ee5f-e1b3-4f26-aa9e-1f1c6db4c84c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9a4edd15-fa97-460a-807e-a39303f1527a' class='xr-var-data-in' type='checkbox'><label for='data-9a4edd15-fa97-460a-807e-a39303f1527a' 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>MLS (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsrawo3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9d8788ab-28f1-447f-a68b-be6de74968bd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9d8788ab-28f1-447f-a68b-be6de74968bd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef364913-2ac2-4ae3-840d-400bd06874c1' class='xr-var-data-in' type='checkbox'><label for='data-ef364913-2ac2-4ae3-840d-400bd06874c1' 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>MLS (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsrawseash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c687e878-9bed-4856-9103-daa458e976c3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c687e878-9bed-4856-9103-daa458e976c3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bfda762c-49b1-449b-9c27-9d052471dce1' class='xr-var-data-in' type='checkbox'><label for='data-bfda762c-49b1-449b-9c27-9d052471dce1' 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>MLS (uncorrected)  H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsrawseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8d8928d5-bd51-40f1-86cf-d90bb0a00887' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8d8928d5-bd51-40f1-86cf-d90bb0a00887' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-47f0f152-679b-4e95-a7b0-ed597673e029' class='xr-var-data-in' type='checkbox'><label for='data-47f0f152-679b-4e95-a7b0-ed597673e029' 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>MLS (uncorrected)  O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsseash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-61f40469-3eb2-4b8b-a54e-508abfc0c64b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-61f40469-3eb2-4b8b-a54e-508abfc0c64b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-21aeef6e-00a5-41e8-b1fd-f48084175f6c' class='xr-var-data-in' type='checkbox'><label for='data-21aeef6e-00a5-41e8-b1fd-f48084175f6c' 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>MLS H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsseasn2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9cfaf249-d57e-40a4-8e21-afe319ef4b51' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9cfaf249-d57e-40a4-8e21-afe319ef4b51' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8e4e619c-d265-484a-ba97-0a2b41ddeacf' class='xr-var-data-in' type='checkbox'><label for='data-8e4e619c-d265-484a-ba97-0a2b41ddeacf' 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></dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlsseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-262f0dd6-5b22-421d-97fb-31a902fc0ee3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-262f0dd6-5b22-421d-97fb-31a902fc0ee3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7b73de6b-cc37-4563-ad90-648a8cf48e6b' class='xr-var-data-in' type='checkbox'><label for='data-7b73de6b-cc37-4563-ad90-648a8cf48e6b' 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>MLS O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompsanomo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1f76a5f5-071b-4163-ada8-f8193ac7563f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1f76a5f5-071b-4163-ada8-f8193ac7563f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6a7f6c75-538b-427f-a811-79b728610567' class='xr-var-data-in' type='checkbox'><label for='data-6a7f6c75-538b-427f-a811-79b728610567' 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>OMPS-LP O3 anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompso3lat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6ae22f2c-8abc-411e-964f-ed1e63729f02' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6ae22f2c-8abc-411e-964f-ed1e63729f02' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d1aaf75d-8e51-4822-a866-975bf2d8bd47' class='xr-var-data-in' type='checkbox'><label for='data-d1aaf75d-8e51-4822-a866-975bf2d8bd47' 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>OMPS-LP O3 mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompso3n</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-33667f55-a76d-491b-bb2e-8b979c13397e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-33667f55-a76d-491b-bb2e-8b979c13397e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-36dbc95d-5193-48ba-b38a-75ca4caf5a06' class='xr-var-data-in' type='checkbox'><label for='data-36dbc95d-5193-48ba-b38a-75ca4caf5a06' 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>OMPS-LP O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompso3neq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7ab4cd10-2b98-479b-8c13-883c79ad1949' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7ab4cd10-2b98-479b-8c13-883c79ad1949' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6f33e25e-a740-456e-bfcc-7a30fab88bee' class='xr-var-data-in' type='checkbox'><label for='data-6f33e25e-a740-456e-bfcc-7a30fab88bee' 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>OMPS-LP O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ade4de15-c5bc-469d-89cd-63bdf07fa481' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ade4de15-c5bc-469d-89cd-63bdf07fa481' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-38fe9d37-c399-4f01-ae85-fcc0d9a5df08' class='xr-var-data-in' type='checkbox'><label for='data-38fe9d37-c399-4f01-ae85-fcc0d9a5df08' 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>OMPS-LP O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompso3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8a614362-6feb-4354-9f4b-c6e61145988c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8a614362-6feb-4354-9f4b-c6e61145988c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2f7ea945-be54-4f88-9f61-5598f0d97fb1' class='xr-var-data-in' type='checkbox'><label for='data-2f7ea945-be54-4f88-9f61-5598f0d97fb1' 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>OMPS-LP O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompso3rmssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9da80b55-284d-4d1c-aa78-f1605c7a9797' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9da80b55-284d-4d1c-aa78-f1605c7a9797' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3e1da0ef-1583-4931-883f-a59b4bb204c7' class='xr-var-data-in' type='checkbox'><label for='data-3e1da0ef-1583-4931-883f-a59b4bb204c7' 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>OMPS-LP O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompso3rmssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ded5e640-5fe4-49be-a965-75e8b83dd44c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ded5e640-5fe4-49be-a965-75e8b83dd44c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ff193b22-6ce1-48da-a54e-a496d911ec42' class='xr-var-data-in' type='checkbox'><label for='data-ff193b22-6ce1-48da-a54e-a496d911ec42' 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>OMPS-LP O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompso3stddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-647b9bee-4e71-4a5c-82c8-609d5fec15aa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-647b9bee-4e71-4a5c-82c8-609d5fec15aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3865271e-c816-4893-a707-b96455ddf8fa' class='xr-var-data-in' type='checkbox'><label for='data-3865271e-c816-4893-a707-b96455ddf8fa' 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>OMPS-LP O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompso3stddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2f367836-a95f-4ba2-919e-5cfe13de187a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2f367836-a95f-4ba2-919e-5cfe13de187a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-da6ab248-c6fd-490d-8e30-88efdeafba7b' class='xr-var-data-in' type='checkbox'><label for='data-da6ab248-c6fd-490d-8e30-88efdeafba7b' 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>OMPS-LP O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompso3time</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4bed36d5-83d3-4bff-943d-0d47780b334f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4bed36d5-83d3-4bff-943d-0d47780b334f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bb68833e-8e82-41d0-b099-a18660c137fb' class='xr-var-data-in' type='checkbox'><label for='data-bb68833e-8e82-41d0-b099-a18660c137fb' 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>OMPS-LP O3 mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompsrawo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-345ed573-dcb7-46b2-9221-c30ed1630800' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-345ed573-dcb7-46b2-9221-c30ed1630800' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6b865ead-b9fc-4a5d-9bd4-9a053721fc11' class='xr-var-data-in' type='checkbox'><label for='data-6b865ead-b9fc-4a5d-9bd4-9a053721fc11' 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>OMPS-LP (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompsrawo3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8141a702-e7ea-40de-9e23-cc7713061b09' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8141a702-e7ea-40de-9e23-cc7713061b09' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-828a871d-666d-42fd-bcc5-79f313287f60' class='xr-var-data-in' type='checkbox'><label for='data-828a871d-666d-42fd-bcc5-79f313287f60' 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>OMPS-LP (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompsrawseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d4add216-aedc-4c17-80fa-182ffc8c683f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d4add216-aedc-4c17-80fa-182ffc8c683f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1e374cc7-b4dd-439c-9b7d-5cad104b9931' class='xr-var-data-in' type='checkbox'><label for='data-1e374cc7-b4dd-439c-9b7d-5cad104b9931' 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>OMPS-LP (uncorrected)  O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompsseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-793a42ca-c177-4538-93ca-03577ca03e80' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-793a42ca-c177-4538-93ca-03577ca03e80' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-55940340-ed9a-43ab-8580-17afaa4678da' class='xr-var-data-in' type='checkbox'><label for='data-55940340-ed9a-43ab-8580-17afaa4678da' 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>OMPS-LP O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2anomh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b676f3a0-ceb7-4861-b073-3f2162137560' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b676f3a0-ceb7-4861-b073-3f2162137560' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e0f7b6d0-45b0-4a4f-836b-9c0e507529ef' class='xr-var-data-in' type='checkbox'><label for='data-e0f7b6d0-45b0-4a4f-836b-9c0e507529ef' 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>SAGE-II H2O anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2anomo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-abcd837a-c8b6-4c12-965c-dc9ffa55251c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-abcd837a-c8b6-4c12-965c-dc9ffa55251c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-12874c4d-d20f-46b4-83dd-a7c2d8514345' class='xr-var-data-in' type='checkbox'><label for='data-12874c4d-d20f-46b4-83dd-a7c2d8514345' 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>SAGE-II O3 anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2h2olat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ccb5b598-2783-4f03-a233-6157b4fa741a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ccb5b598-2783-4f03-a233-6157b4fa741a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8e765a53-9282-4285-a0b6-0e5a4664fa52' class='xr-var-data-in' type='checkbox'><label for='data-8e765a53-9282-4285-a0b6-0e5a4664fa52' 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>SAGE-II H2O mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2h2on</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-aad359cd-48a5-4268-9e3e-1b22194e0e7c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aad359cd-48a5-4268-9e3e-1b22194e0e7c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-01f2eb6c-a0bb-4901-9931-c3b3d0e5f0d5' class='xr-var-data-in' type='checkbox'><label for='data-01f2eb6c-a0bb-4901-9931-c3b3d0e5f0d5' 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>SAGE-II H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2h2oneq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4323fa91-1e74-4c07-8877-20632d5d887a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4323fa91-1e74-4c07-8877-20632d5d887a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f77eb9e5-e828-4f7b-af61-4e8622e09053' class='xr-var-data-in' type='checkbox'><label for='data-f77eb9e5-e828-4f7b-af61-4e8622e09053' 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>SAGE-II H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2h2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e6c47a27-b7a7-4a74-addd-9d2e7b94be12' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e6c47a27-b7a7-4a74-addd-9d2e7b94be12' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2aafb61f-8ba2-4255-b3da-0016d71e4f4f' class='xr-var-data-in' type='checkbox'><label for='data-2aafb61f-8ba2-4255-b3da-0016d71e4f4f' 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>SAGE-II H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2h2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b51dd115-82d4-42e5-8877-dfb4615a3a46' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b51dd115-82d4-42e5-8877-dfb4615a3a46' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f2546fcb-282e-432d-94c6-3b5b8bf70dd4' class='xr-var-data-in' type='checkbox'><label for='data-f2546fcb-282e-432d-94c6-3b5b8bf70dd4' 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>SAGE-II H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2h2ormssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bef6a7df-9e3c-436f-9bb6-a55927df2513' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bef6a7df-9e3c-436f-9bb6-a55927df2513' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-51349691-111e-4238-ac2c-92cb676c0c49' class='xr-var-data-in' type='checkbox'><label for='data-51349691-111e-4238-ac2c-92cb676c0c49' 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>SAGE-II H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2h2ormssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3cbd010e-0ba4-4cac-abc8-c57f9baab84d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3cbd010e-0ba4-4cac-abc8-c57f9baab84d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-86477158-d1c5-4dad-9cc5-5f9c73a44893' class='xr-var-data-in' type='checkbox'><label for='data-86477158-d1c5-4dad-9cc5-5f9c73a44893' 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>SAGE-II H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2h2ostddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-56a23d7e-71ef-4cf8-b535-b43d1a1464b8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-56a23d7e-71ef-4cf8-b535-b43d1a1464b8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5ed6b36d-ded0-40c0-9823-c57005bb883f' class='xr-var-data-in' type='checkbox'><label for='data-5ed6b36d-ded0-40c0-9823-c57005bb883f' 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>SAGE-II H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2h2ostddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dfdb55b5-47b1-4c29-b3be-8540a5fceb94' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dfdb55b5-47b1-4c29-b3be-8540a5fceb94' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6849eff5-801a-4a80-bec1-932b620a66ec' class='xr-var-data-in' type='checkbox'><label for='data-6849eff5-801a-4a80-bec1-932b620a66ec' 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>SAGE-II H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2h2otime</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-134e71ad-ad01-41a6-97f2-7b755b1f2ea7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-134e71ad-ad01-41a6-97f2-7b755b1f2ea7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef2960a2-7867-49a0-b901-2ecf1cc73c7c' class='xr-var-data-in' type='checkbox'><label for='data-ef2960a2-7867-49a0-b901-2ecf1cc73c7c' 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>SAGE-II H2O mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2o3lat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3fcbbfb3-875f-4760-8167-5294e6fa29f4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3fcbbfb3-875f-4760-8167-5294e6fa29f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-86c2df09-f85a-4542-bf67-acf12017cdbb' class='xr-var-data-in' type='checkbox'><label for='data-86c2df09-f85a-4542-bf67-acf12017cdbb' 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>SAGE-II O3 mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2o3n</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a1ba9d3e-7bb0-4b57-ad32-07cca61ac2b7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a1ba9d3e-7bb0-4b57-ad32-07cca61ac2b7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aaea0026-2847-44aa-a0d4-79895f5e76e4' class='xr-var-data-in' type='checkbox'><label for='data-aaea0026-2847-44aa-a0d4-79895f5e76e4' 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>SAGE-II O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2o3neq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6197db4d-11d9-4b93-980a-8c677a4c1e2d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6197db4d-11d9-4b93-980a-8c677a4c1e2d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e0a0a0ac-f210-4b92-a2ac-73b6a8a7e878' class='xr-var-data-in' type='checkbox'><label for='data-e0a0a0ac-f210-4b92-a2ac-73b6a8a7e878' 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>SAGE-II O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2o3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2418e456-9140-45b1-962e-d9369e0d48c8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2418e456-9140-45b1-962e-d9369e0d48c8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5db477b8-c848-4479-8fac-520386d93c1f' class='xr-var-data-in' type='checkbox'><label for='data-5db477b8-c848-4479-8fac-520386d93c1f' 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>SAGE-II O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2o3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-31273f50-b54a-428a-affb-f9943458369a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-31273f50-b54a-428a-affb-f9943458369a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f0453a68-917e-4339-acce-47b5dd5daeab' class='xr-var-data-in' type='checkbox'><label for='data-f0453a68-917e-4339-acce-47b5dd5daeab' 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>SAGE-II O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2o3rmssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9cc3706b-d6f7-4eb9-b13e-1ca03c02b9b9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9cc3706b-d6f7-4eb9-b13e-1ca03c02b9b9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-14b0a8f3-cf95-4814-a150-843cc5275fa6' class='xr-var-data-in' type='checkbox'><label for='data-14b0a8f3-cf95-4814-a150-843cc5275fa6' 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>SAGE-II O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2o3rmssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-08b52298-c713-42ee-87a9-37346d4cb3ed' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-08b52298-c713-42ee-87a9-37346d4cb3ed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9a3e5f8a-efc2-4eab-a248-5ebff1e97481' class='xr-var-data-in' type='checkbox'><label for='data-9a3e5f8a-efc2-4eab-a248-5ebff1e97481' 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>SAGE-II O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2o3stddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b5b79520-ec56-4853-aaef-f49610e4a62e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b5b79520-ec56-4853-aaef-f49610e4a62e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-78b136e7-30cd-4255-82e1-cd148e14de9f' class='xr-var-data-in' type='checkbox'><label for='data-78b136e7-30cd-4255-82e1-cd148e14de9f' 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>SAGE-II O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2o3stddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a9481274-c9eb-4e3b-8cec-9a1e809776e3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a9481274-c9eb-4e3b-8cec-9a1e809776e3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4df33317-6307-4646-bb8c-025a2a5a5d20' class='xr-var-data-in' type='checkbox'><label for='data-4df33317-6307-4646-bb8c-025a2a5a5d20' 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>SAGE-II O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2o3time</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7a6d696e-507c-45e0-ac09-5c8750615e3f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7a6d696e-507c-45e0-ac09-5c8750615e3f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-20c32efc-6379-4146-b889-112c3e50561d' class='xr-var-data-in' type='checkbox'><label for='data-20c32efc-6379-4146-b889-112c3e50561d' 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>SAGE-II O3 mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2rawh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2e569176-b412-4d76-bc61-94cddb247b95' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2e569176-b412-4d76-bc61-94cddb247b95' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6b13411c-95d2-469d-a217-0b11ea04769a' class='xr-var-data-in' type='checkbox'><label for='data-6b13411c-95d2-469d-a217-0b11ea04769a' 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>SAGE-II (uncorrected)  H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2rawh2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7a250d6e-9220-4613-968f-641cc8348d67' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7a250d6e-9220-4613-968f-641cc8348d67' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-353f6931-2e67-40ad-8503-83a31fe7936d' class='xr-var-data-in' type='checkbox'><label for='data-353f6931-2e67-40ad-8503-83a31fe7936d' 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>SAGE-II (uncorrected)  H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2rawo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b6cc6eca-4568-4cb1-9b1a-144417ebe60a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b6cc6eca-4568-4cb1-9b1a-144417ebe60a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-afc5971c-ff3b-4bc1-b00b-d8ec403e5315' class='xr-var-data-in' type='checkbox'><label for='data-afc5971c-ff3b-4bc1-b00b-d8ec403e5315' 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>SAGE-II (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2rawo3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c28c54cb-bf29-445b-b6dd-f4e744814569' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c28c54cb-bf29-445b-b6dd-f4e744814569' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0860fd5d-e761-4b74-82f7-abfbc3f7c172' class='xr-var-data-in' type='checkbox'><label for='data-0860fd5d-e761-4b74-82f7-abfbc3f7c172' 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>SAGE-II (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2rawseash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9c571d2c-3bf6-41c8-8330-af5ece029791' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9c571d2c-3bf6-41c8-8330-af5ece029791' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1631bcee-3bc7-4a35-a6c1-6be1498870a6' class='xr-var-data-in' type='checkbox'><label for='data-1631bcee-3bc7-4a35-a6c1-6be1498870a6' 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>SAGE-II (uncorrected)  H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2rawseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e9b13c0c-72a1-4201-9247-95b84903f68a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e9b13c0c-72a1-4201-9247-95b84903f68a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b8f288dc-6eb7-4e05-8045-22708738a294' class='xr-var-data-in' type='checkbox'><label for='data-b8f288dc-6eb7-4e05-8045-22708738a294' 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>SAGE-II (uncorrected)  O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2seash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f9bcd9dc-dc90-4cd1-85f2-496b8259c941' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f9bcd9dc-dc90-4cd1-85f2-496b8259c941' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-38df0bbf-72a8-42c3-abd8-ec228e6d878f' class='xr-var-data-in' type='checkbox'><label for='data-38df0bbf-72a8-42c3-abd8-ec228e6d878f' 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>SAGE-II H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2seaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8fc0154a-51ab-4c22-af24-835b1469b857' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8fc0154a-51ab-4c22-af24-835b1469b857' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e52a3b2b-5939-41d9-822a-97d13c9b7280' class='xr-var-data-in' type='checkbox'><label for='data-e52a3b2b-5939-41d9-822a-97d13c9b7280' 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>SAGE-II O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3anomh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-32a0a731-60d8-4cad-94fb-2bba2a80d577' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-32a0a731-60d8-4cad-94fb-2bba2a80d577' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-520cd27e-f015-403d-ab3a-f24e4d3b02e1' class='xr-var-data-in' type='checkbox'><label for='data-520cd27e-f015-403d-ab3a-f24e4d3b02e1' 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>SAGE-III H2O anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3anomo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-78e0e0b4-f6c1-4cbc-ad25-3492d24a9192' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-78e0e0b4-f6c1-4cbc-ad25-3492d24a9192' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8df81342-291c-4f03-8d4a-dd89285c788f' class='xr-var-data-in' type='checkbox'><label for='data-8df81342-291c-4f03-8d4a-dd89285c788f' 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>SAGE-III O3 anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3h2olat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-23ef709d-88d6-4e85-826c-af1d0b5d4460' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-23ef709d-88d6-4e85-826c-af1d0b5d4460' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d283b7a2-3772-4d46-b6b8-69cace18fdf6' class='xr-var-data-in' type='checkbox'><label for='data-d283b7a2-3772-4d46-b6b8-69cace18fdf6' 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>SAGE-III H2O mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3h2on</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-405b24f8-615d-4023-949e-85a273e6fd68' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-405b24f8-615d-4023-949e-85a273e6fd68' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-39489ac7-7787-43bb-a64d-60a5c00e04a7' class='xr-var-data-in' type='checkbox'><label for='data-39489ac7-7787-43bb-a64d-60a5c00e04a7' 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>SAGE-III H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3h2oneq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-77dcbfbf-66aa-4c33-bc1c-3492ce1c3d25' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-77dcbfbf-66aa-4c33-bc1c-3492ce1c3d25' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-17ec3725-3642-4785-a22c-78d025086c0b' class='xr-var-data-in' type='checkbox'><label for='data-17ec3725-3642-4785-a22c-78d025086c0b' 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>SAGE-III H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3h2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6648b835-d296-4e2e-bd48-e12159b1412a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6648b835-d296-4e2e-bd48-e12159b1412a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0288384a-7337-4bd2-bbcd-330f5183fb4a' class='xr-var-data-in' type='checkbox'><label for='data-0288384a-7337-4bd2-bbcd-330f5183fb4a' 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>SAGE-III H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3h2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-10652be8-62de-4652-8bbf-76732954240f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-10652be8-62de-4652-8bbf-76732954240f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1aee4bf3-5af8-408d-aa14-3549ae40638a' class='xr-var-data-in' type='checkbox'><label for='data-1aee4bf3-5af8-408d-aa14-3549ae40638a' 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>SAGE-III H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3h2ormssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fc3ea93d-3536-4bf8-ab8a-3c1eb210c125' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fc3ea93d-3536-4bf8-ab8a-3c1eb210c125' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7842d6fd-9ff4-47fa-ae2f-04feace2e412' class='xr-var-data-in' type='checkbox'><label for='data-7842d6fd-9ff4-47fa-ae2f-04feace2e412' 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>SAGE-III H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3h2ormssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1417a141-5cde-4238-b8ef-1843a66c90cc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1417a141-5cde-4238-b8ef-1843a66c90cc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-692046cb-4f68-408e-bf05-5a8a1c63e190' class='xr-var-data-in' type='checkbox'><label for='data-692046cb-4f68-408e-bf05-5a8a1c63e190' 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>SAGE-III H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3h2ostddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b7262efd-faa7-43f5-87a0-3a3b149e0378' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b7262efd-faa7-43f5-87a0-3a3b149e0378' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-71cc1c5b-bf6c-4efb-b29a-407431d28edb' class='xr-var-data-in' type='checkbox'><label for='data-71cc1c5b-bf6c-4efb-b29a-407431d28edb' 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>SAGE-III H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3h2ostddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-326d6585-f2a9-4d9d-9278-adc3d25de8bf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-326d6585-f2a9-4d9d-9278-adc3d25de8bf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-673b6f28-3b4f-4a55-a902-dce0e875c9e4' class='xr-var-data-in' type='checkbox'><label for='data-673b6f28-3b4f-4a55-a902-dce0e875c9e4' 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>SAGE-III H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3h2otime</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5f93b68e-88ef-49c2-a911-0c56f31bcbb0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5f93b68e-88ef-49c2-a911-0c56f31bcbb0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ed947171-0af3-4088-9096-bcf64693bfec' class='xr-var-data-in' type='checkbox'><label for='data-ed947171-0af3-4088-9096-bcf64693bfec' 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>SAGE-III H2O mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issanomh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dddfa337-4d98-4d29-8e82-6e7d106b0b67' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dddfa337-4d98-4d29-8e82-6e7d106b0b67' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9b8dd5e2-a1dc-48c9-beda-2715583e1196' class='xr-var-data-in' type='checkbox'><label for='data-9b8dd5e2-a1dc-48c9-beda-2715583e1196' 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>SAGE-III ISS H2O anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issanomo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3e878452-fc42-4d4a-8600-5e8b56162eda' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3e878452-fc42-4d4a-8600-5e8b56162eda' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-38e2c984-a753-41ec-be04-0397028cdcf7' class='xr-var-data-in' type='checkbox'><label for='data-38e2c984-a753-41ec-be04-0397028cdcf7' 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>SAGE-III ISS O3 anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issh2olat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0a403f1d-e6f0-486d-bb66-9f8156ceba0d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0a403f1d-e6f0-486d-bb66-9f8156ceba0d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-313f9594-d110-4f4f-bc0f-f874a955c99a' class='xr-var-data-in' type='checkbox'><label for='data-313f9594-d110-4f4f-bc0f-f874a955c99a' 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>SAGE-III ISS H2O mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issh2on</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7aa731d3-0a51-4ae8-b676-5b2bc4610c57' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7aa731d3-0a51-4ae8-b676-5b2bc4610c57' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-51543d7a-b6de-40e4-ae01-20da91494a84' class='xr-var-data-in' type='checkbox'><label for='data-51543d7a-b6de-40e4-ae01-20da91494a84' 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>SAGE-III ISS H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issh2oneq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d8555005-ebd6-48b3-a197-2ebbd4d7c168' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d8555005-ebd6-48b3-a197-2ebbd4d7c168' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-38784575-dd3b-4b3d-9b69-185687ab0e23' class='xr-var-data-in' type='checkbox'><label for='data-38784575-dd3b-4b3d-9b69-185687ab0e23' 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>SAGE-III ISS H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-80400fda-b6b3-4b92-8aeb-abded1224624' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-80400fda-b6b3-4b92-8aeb-abded1224624' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-859040ea-b351-41df-940a-70ae50540471' class='xr-var-data-in' type='checkbox'><label for='data-859040ea-b351-41df-940a-70ae50540471' 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>SAGE-III ISS H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issh2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-be842819-711b-4b3d-a79b-8d172ff58896' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-be842819-711b-4b3d-a79b-8d172ff58896' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-edd72dd0-a608-4a9a-ba7c-a3bf54fb876f' class='xr-var-data-in' type='checkbox'><label for='data-edd72dd0-a608-4a9a-ba7c-a3bf54fb876f' 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>SAGE-III ISS H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issh2ormssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5f4ddf8b-0617-4314-a51f-cbcd27358f66' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5f4ddf8b-0617-4314-a51f-cbcd27358f66' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1b5605a2-8ee5-410d-afc2-c5d0bdded18f' class='xr-var-data-in' type='checkbox'><label for='data-1b5605a2-8ee5-410d-afc2-c5d0bdded18f' 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>SAGE-III ISS H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issh2ormssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1d9b2742-0355-4d3f-a651-74006ca0fe1a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1d9b2742-0355-4d3f-a651-74006ca0fe1a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c8804fc0-22b4-43eb-8937-09a16a581bb2' class='xr-var-data-in' type='checkbox'><label for='data-c8804fc0-22b4-43eb-8937-09a16a581bb2' 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>SAGE-III ISS H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issh2ostddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1fa32d36-0b21-44cf-a917-31e5d8017b78' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1fa32d36-0b21-44cf-a917-31e5d8017b78' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a455d1b-303f-4bc2-913b-6a65ab396489' class='xr-var-data-in' type='checkbox'><label for='data-8a455d1b-303f-4bc2-913b-6a65ab396489' 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>SAGE-III ISS H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issh2ostddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c7b40d15-22ed-4e2c-b890-73e9cfc90e45' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c7b40d15-22ed-4e2c-b890-73e9cfc90e45' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f9e4c736-b54b-44ae-b9b1-7d03d47e5fc1' class='xr-var-data-in' type='checkbox'><label for='data-f9e4c736-b54b-44ae-b9b1-7d03d47e5fc1' 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>SAGE-III ISS H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issh2otime</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2199d0ef-38dc-4d96-a6fb-6aab016c13ce' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2199d0ef-38dc-4d96-a6fb-6aab016c13ce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e8dc3bc3-b22c-4691-bb2d-f52c54a55e01' class='xr-var-data-in' type='checkbox'><label for='data-e8dc3bc3-b22c-4691-bb2d-f52c54a55e01' 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>SAGE-III ISS H2O mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3isso3lat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a1e43534-fd7c-4481-b83f-a04cca135fd0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a1e43534-fd7c-4481-b83f-a04cca135fd0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-363333a3-225d-4d7c-b3f4-138a6e0dbdfc' class='xr-var-data-in' type='checkbox'><label for='data-363333a3-225d-4d7c-b3f4-138a6e0dbdfc' 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>SAGE-III ISS O3 mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3isso3n</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7a5b336a-66a9-4099-8188-6eb38371ab46' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7a5b336a-66a9-4099-8188-6eb38371ab46' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b05777dd-d396-42cf-9d21-3a640d7963f1' class='xr-var-data-in' type='checkbox'><label for='data-b05777dd-d396-42cf-9d21-3a640d7963f1' 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>SAGE-III ISS O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3isso3neq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9cdce7f2-68c3-490c-9c89-48079f0ff70d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9cdce7f2-68c3-490c-9c89-48079f0ff70d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c8b87873-3fba-4a19-b5cb-6833f34c574d' class='xr-var-data-in' type='checkbox'><label for='data-c8b87873-3fba-4a19-b5cb-6833f34c574d' 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>SAGE-III ISS O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3isso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-81eeb838-90bd-454d-a64f-c59f5d88510b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-81eeb838-90bd-454d-a64f-c59f5d88510b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2723e985-1f6b-4c94-beaf-8906bfbf0851' class='xr-var-data-in' type='checkbox'><label for='data-2723e985-1f6b-4c94-beaf-8906bfbf0851' 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>SAGE-III ISS O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3isso3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f39c612a-1e54-475b-bc5f-884ba3872038' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f39c612a-1e54-475b-bc5f-884ba3872038' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-44a0b010-ee9d-4877-94e8-549042a046f8' class='xr-var-data-in' type='checkbox'><label for='data-44a0b010-ee9d-4877-94e8-549042a046f8' 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>SAGE-III ISS O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3isso3rmssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8541a489-f24f-4bc6-a80f-68984606eb3a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8541a489-f24f-4bc6-a80f-68984606eb3a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7365d482-f9c8-4ed7-949d-6677cb346e99' class='xr-var-data-in' type='checkbox'><label for='data-7365d482-f9c8-4ed7-949d-6677cb346e99' 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>SAGE-III ISS O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3isso3rmssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-66c87e6c-cc2a-481a-b6e1-1fe458e248e5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-66c87e6c-cc2a-481a-b6e1-1fe458e248e5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e1768af4-a121-406f-b6df-80ffbaf7926e' class='xr-var-data-in' type='checkbox'><label for='data-e1768af4-a121-406f-b6df-80ffbaf7926e' 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>SAGE-III ISS O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3isso3stddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-808924d6-49b8-4c63-bd7b-bd33c0626d4d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-808924d6-49b8-4c63-bd7b-bd33c0626d4d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-74fc8792-5ed4-4523-b4f9-3a1823bc1cd8' class='xr-var-data-in' type='checkbox'><label for='data-74fc8792-5ed4-4523-b4f9-3a1823bc1cd8' 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>SAGE-III ISS O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3isso3stddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9377503f-60f6-462b-a717-5db89700f0a6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9377503f-60f6-462b-a717-5db89700f0a6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5efec206-4d99-4207-a8e0-fd691dc739b3' class='xr-var-data-in' type='checkbox'><label for='data-5efec206-4d99-4207-a8e0-fd691dc739b3' 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>SAGE-III ISS O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3isso3time</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8b9fe038-8d53-4c32-a2ba-87366016c8d8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8b9fe038-8d53-4c32-a2ba-87366016c8d8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f7eba19f-214c-42b3-9335-0a575a5e5a4c' class='xr-var-data-in' type='checkbox'><label for='data-f7eba19f-214c-42b3-9335-0a575a5e5a4c' 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>SAGE-III ISS O3 mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issrawh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-09126432-9be0-4f1f-9433-006febb7626a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-09126432-9be0-4f1f-9433-006febb7626a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-28db3e35-903a-40b7-b470-5da4c7affcad' class='xr-var-data-in' type='checkbox'><label for='data-28db3e35-903a-40b7-b470-5da4c7affcad' 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>SAGE-III ISS (uncorrected)  H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issrawh2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e6043430-e2d0-49fe-bbf1-9e88513af55d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e6043430-e2d0-49fe-bbf1-9e88513af55d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f13d5d4a-159c-4cbf-9310-e8571eb6dc91' class='xr-var-data-in' type='checkbox'><label for='data-f13d5d4a-159c-4cbf-9310-e8571eb6dc91' 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>SAGE-III ISS (uncorrected)  H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issrawo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e5a78100-feac-4da0-bf15-4e0f352bfd76' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e5a78100-feac-4da0-bf15-4e0f352bfd76' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c12782e4-6653-4659-a12f-9a73f92c0668' class='xr-var-data-in' type='checkbox'><label for='data-c12782e4-6653-4659-a12f-9a73f92c0668' 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>SAGE-III ISS (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issrawo3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c112cfc4-cf9c-4239-90ab-71885243c1ba' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c112cfc4-cf9c-4239-90ab-71885243c1ba' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-70d509ca-a268-4016-8165-d76820f5bff1' class='xr-var-data-in' type='checkbox'><label for='data-70d509ca-a268-4016-8165-d76820f5bff1' 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>SAGE-III ISS (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issrawseash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e6890716-1f31-4c0f-ac70-500d84d18aba' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e6890716-1f31-4c0f-ac70-500d84d18aba' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-776dbeee-a3ef-4d9f-9a9d-74b4766bbe7b' class='xr-var-data-in' type='checkbox'><label for='data-776dbeee-a3ef-4d9f-9a9d-74b4766bbe7b' 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>SAGE-III ISS (uncorrected)  H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issrawseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f99d6c82-4ffc-43d3-bbad-e6f83cb00d35' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f99d6c82-4ffc-43d3-bbad-e6f83cb00d35' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7facef5f-bf0a-464b-8720-f5d2e8b949e5' class='xr-var-data-in' type='checkbox'><label for='data-7facef5f-bf0a-464b-8720-f5d2e8b949e5' 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>SAGE-III ISS (uncorrected)  O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issseash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1ff9d946-4093-422f-b99e-2e9466120fb0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1ff9d946-4093-422f-b99e-2e9466120fb0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c2763f02-55ec-4bf2-8012-dcda745883c1' class='xr-var-data-in' type='checkbox'><label for='data-c2763f02-55ec-4bf2-8012-dcda745883c1' 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>SAGE-III ISS H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ae75682d-6de8-4329-92ec-055d23ba3605' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ae75682d-6de8-4329-92ec-055d23ba3605' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ea976fba-635d-483e-9885-ed5ddd48a6dd' class='xr-var-data-in' type='checkbox'><label for='data-ea976fba-635d-483e-9885-ed5ddd48a6dd' 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>SAGE-III ISS O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3o3lat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c651672e-7970-4f10-9364-194036481e27' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c651672e-7970-4f10-9364-194036481e27' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-269e77e1-e2c6-4ebe-b4cd-68e04c2675ea' class='xr-var-data-in' type='checkbox'><label for='data-269e77e1-e2c6-4ebe-b4cd-68e04c2675ea' 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>SAGE-III O3 mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3o3n</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-096b1bd4-9892-470c-9e6f-98e52a45d237' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-096b1bd4-9892-470c-9e6f-98e52a45d237' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-27e94505-7c89-45e1-bcb0-80b4eca8a67a' class='xr-var-data-in' type='checkbox'><label for='data-27e94505-7c89-45e1-bcb0-80b4eca8a67a' 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>SAGE-III O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3o3neq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-26c4738b-cec8-44c0-84f4-20483f8e00f2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-26c4738b-cec8-44c0-84f4-20483f8e00f2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5b1186cc-3351-492c-992e-2e31ed113310' class='xr-var-data-in' type='checkbox'><label for='data-5b1186cc-3351-492c-992e-2e31ed113310' 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>SAGE-III O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3o3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cdffae7e-a519-410a-93a7-a5d40fe9d885' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cdffae7e-a519-410a-93a7-a5d40fe9d885' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bd3a4e98-aa3c-4a45-aef9-b41282d23202' class='xr-var-data-in' type='checkbox'><label for='data-bd3a4e98-aa3c-4a45-aef9-b41282d23202' 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>SAGE-III O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3o3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0f4a0cc2-3bae-4e18-a941-5089cad61128' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0f4a0cc2-3bae-4e18-a941-5089cad61128' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c1697c45-0a5b-42cc-8768-e01a1d4e2a0a' class='xr-var-data-in' type='checkbox'><label for='data-c1697c45-0a5b-42cc-8768-e01a1d4e2a0a' 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>SAGE-III O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3o3rmssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0085765f-bd16-436a-b842-84e6586c0c35' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0085765f-bd16-436a-b842-84e6586c0c35' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c885ab2a-87ff-4d22-b78e-c90b99ac2469' class='xr-var-data-in' type='checkbox'><label for='data-c885ab2a-87ff-4d22-b78e-c90b99ac2469' 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>SAGE-III O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3o3rmssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ac5f0ac2-1300-4dac-ba1e-a57ffa7820cf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ac5f0ac2-1300-4dac-ba1e-a57ffa7820cf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-00ab218b-97c4-4a04-ba73-d610d0a83729' class='xr-var-data-in' type='checkbox'><label for='data-00ab218b-97c4-4a04-ba73-d610d0a83729' 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>SAGE-III O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3o3stddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d64cee7a-b9c0-4278-9ee0-82e305340e10' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d64cee7a-b9c0-4278-9ee0-82e305340e10' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c7672610-9bcc-4240-b876-fa9731ba324d' class='xr-var-data-in' type='checkbox'><label for='data-c7672610-9bcc-4240-b876-fa9731ba324d' 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>SAGE-III O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3o3stddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cce8f2aa-7894-4513-8926-067ae74a9587' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cce8f2aa-7894-4513-8926-067ae74a9587' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c7e8fdca-dcab-4ef0-8362-4258c81a2a52' class='xr-var-data-in' type='checkbox'><label for='data-c7e8fdca-dcab-4ef0-8362-4258c81a2a52' 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>SAGE-III O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3o3time</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-62fb5122-7c57-4df9-8a51-f8959bfa6676' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-62fb5122-7c57-4df9-8a51-f8959bfa6676' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b80ca759-b641-4707-958e-167d28687765' class='xr-var-data-in' type='checkbox'><label for='data-b80ca759-b641-4707-958e-167d28687765' 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>SAGE-III O3 mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3rawh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-60226c92-e956-40cf-9e1e-41b69874822d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-60226c92-e956-40cf-9e1e-41b69874822d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-70ae95b5-a8fa-4268-aa91-e9f9a41f5d97' class='xr-var-data-in' type='checkbox'><label for='data-70ae95b5-a8fa-4268-aa91-e9f9a41f5d97' 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>SAGE-III (uncorrected)  H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3rawh2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2fb001d2-e2ef-4dce-b2bd-0f055bd8f555' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2fb001d2-e2ef-4dce-b2bd-0f055bd8f555' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8dd2c970-c0b6-4778-85aa-adbd209efa2e' class='xr-var-data-in' type='checkbox'><label for='data-8dd2c970-c0b6-4778-85aa-adbd209efa2e' 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>SAGE-III (uncorrected)  H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3rawo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-39fc9205-594e-46c9-b970-207d91e276f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-39fc9205-594e-46c9-b970-207d91e276f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f1aa97b2-3229-46e4-8c2c-a401a5f295bf' class='xr-var-data-in' type='checkbox'><label for='data-f1aa97b2-3229-46e4-8c2c-a401a5f295bf' 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>SAGE-III (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3rawo3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4ee0e0f9-724f-4342-ae32-8e202873afb9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4ee0e0f9-724f-4342-ae32-8e202873afb9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-86dc6be9-3d12-4a26-bd3f-73170f3806a6' class='xr-var-data-in' type='checkbox'><label for='data-86dc6be9-3d12-4a26-bd3f-73170f3806a6' 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>SAGE-III (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3rawseash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-30e8cca8-fa06-4197-a8ed-c66a274d6d67' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-30e8cca8-fa06-4197-a8ed-c66a274d6d67' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6b5df251-c820-4a2f-b8d6-6de0d0dead1c' class='xr-var-data-in' type='checkbox'><label for='data-6b5df251-c820-4a2f-b8d6-6de0d0dead1c' 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>SAGE-III (uncorrected)  H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3rawseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6d255250-7947-4ba3-9c5d-1f1980200a9f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6d255250-7947-4ba3-9c5d-1f1980200a9f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7d94ad75-fad3-427f-aaa2-8b952c660d6c' class='xr-var-data-in' type='checkbox'><label for='data-7d94ad75-fad3-427f-aaa2-8b952c660d6c' 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>SAGE-III (uncorrected)  O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3seash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d9b2dd82-4103-4edf-a401-2564f48df27c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d9b2dd82-4103-4edf-a401-2564f48df27c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c8328761-c6a7-4f8e-9196-b3c8982255a8' class='xr-var-data-in' type='checkbox'><label for='data-c8328761-c6a7-4f8e-9196-b3c8982255a8' 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>SAGE-III H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3seaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-30b61349-e2f9-4b3f-b418-efcd0099c24a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-30b61349-e2f9-4b3f-b418-efcd0099c24a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ccc1a24c-d5b2-4f4d-a1d0-56d0e22bc94d' class='xr-var-data-in' type='checkbox'><label for='data-ccc1a24c-d5b2-4f4d-a1d0-56d0e22bc94d' 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>SAGE-III O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsanomh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8a00098a-088c-472b-a956-446ab6211fde' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8a00098a-088c-472b-a956-446ab6211fde' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3d3eaafd-81c2-4380-9998-5282c23ee704' class='xr-var-data-in' type='checkbox'><label for='data-3d3eaafd-81c2-4380-9998-5282c23ee704' 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>UARS MLS H2O anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsanomo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-aaefc955-7356-42bb-a235-b9545db17c68' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aaefc955-7356-42bb-a235-b9545db17c68' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-10f98823-e4fc-48a9-b9fe-6d43bd01a943' class='xr-var-data-in' type='checkbox'><label for='data-10f98823-e4fc-48a9-b9fe-6d43bd01a943' 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>UARS MLS O3 anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsh2olat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-46ad4e34-2f48-4f70-b76d-a640aa7083f4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-46ad4e34-2f48-4f70-b76d-a640aa7083f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e8da000f-8352-4223-af1d-a4339624c18f' class='xr-var-data-in' type='checkbox'><label for='data-e8da000f-8352-4223-af1d-a4339624c18f' 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>UARS MLS H2O mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsh2on</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-95da8c7a-d44d-4695-ab37-427b692a1125' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-95da8c7a-d44d-4695-ab37-427b692a1125' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d566e932-da32-4215-9658-46e58925954b' class='xr-var-data-in' type='checkbox'><label for='data-d566e932-da32-4215-9658-46e58925954b' 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>UARS MLS H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsh2oneq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-30339490-d974-47f4-b3a2-fc52f4e35771' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-30339490-d974-47f4-b3a2-fc52f4e35771' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-464943b4-4c5c-46de-a8be-f9d04304c707' class='xr-var-data-in' type='checkbox'><label for='data-464943b4-4c5c-46de-a8be-f9d04304c707' 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>UARS MLS H2O number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7f496c17-4f0b-4f70-96e7-62c309082d29' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7f496c17-4f0b-4f70-96e7-62c309082d29' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-420b320a-cf8f-479a-8f63-7c674b821c98' class='xr-var-data-in' type='checkbox'><label for='data-420b320a-cf8f-479a-8f63-7c674b821c98' 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>UARS MLS H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsh2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ea7461eb-c710-406b-880c-83e4ddf0f7d4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ea7461eb-c710-406b-880c-83e4ddf0f7d4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-47cdc247-cc01-46fc-9b68-98247d4b6987' class='xr-var-data-in' type='checkbox'><label for='data-47cdc247-cc01-46fc-9b68-98247d4b6987' 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>UARS MLS H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsh2ormssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7e4d516b-3fa5-4522-b0ee-83496acd403f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7e4d516b-3fa5-4522-b0ee-83496acd403f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8ce0a527-7c89-4ead-8185-6ff7dcb4d5f8' class='xr-var-data-in' type='checkbox'><label for='data-8ce0a527-7c89-4ead-8185-6ff7dcb4d5f8' 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>UARS MLS H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsh2ormssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-314da8e8-def2-4d47-b08b-d56149cbfe73' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-314da8e8-def2-4d47-b08b-d56149cbfe73' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b62e66f6-cb74-49e3-97f9-7d62e0c8f39e' class='xr-var-data-in' type='checkbox'><label for='data-b62e66f6-cb74-49e3-97f9-7d62e0c8f39e' 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>UARS MLS H2O root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsh2ostddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-59451879-15d8-4990-bfcf-db480ab06e8c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-59451879-15d8-4990-bfcf-db480ab06e8c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-79fb8009-7794-4a63-869b-c364a921b77f' class='xr-var-data-in' type='checkbox'><label for='data-79fb8009-7794-4a63-869b-c364a921b77f' 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>UARS MLS H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsh2ostddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8e27a9f5-5ca1-49c6-9019-34593e857810' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8e27a9f5-5ca1-49c6-9019-34593e857810' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3f0fa9b5-686b-4308-b5ff-0b6144ebe34a' class='xr-var-data-in' type='checkbox'><label for='data-3f0fa9b5-686b-4308-b5ff-0b6144ebe34a' 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>UARS MLS H2O standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsh2otime</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-aab99fd1-2b7f-414f-a6f7-09a623b9c644' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aab99fd1-2b7f-414f-a6f7-09a623b9c644' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-52150a80-3e53-41b1-8274-11222dd722c1' class='xr-var-data-in' type='checkbox'><label for='data-52150a80-3e53-41b1-8274-11222dd722c1' 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>UARS MLS H2O mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlso3lat</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-34328375-246e-48ce-931c-4f63832e1026' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-34328375-246e-48ce-931c-4f63832e1026' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-971bdd23-bce0-4ba2-83c9-20ad16c4a121' class='xr-var-data-in' type='checkbox'><label for='data-971bdd23-bce0-4ba2-83c9-20ad16c4a121' 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>UARS MLS O3 mean latitude of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlso3n</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-33dbdaab-d3ed-4f73-89a9-7dd181b79dff' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-33dbdaab-d3ed-4f73-89a9-7dd181b79dff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-084cbe11-cee9-4bd2-9657-8dd32d713f7b' class='xr-var-data-in' type='checkbox'><label for='data-084cbe11-cee9-4bd2-9657-8dd32d713f7b' 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>UARS MLS O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlso3neq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-563e197e-968b-4866-b419-94314a0e5c9a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-563e197e-968b-4866-b419-94314a0e5c9a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6cc7ca5a-4c06-41ce-a6ee-5477d10784e3' class='xr-var-data-in' type='checkbox'><label for='data-6cc7ca5a-4c06-41ce-a6ee-5477d10784e3' 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>UARS MLS O3 number of measurements </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-efc9b70a-faf5-4ce3-8826-cef31a4cd603' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-efc9b70a-faf5-4ce3-8826-cef31a4cd603' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9a21972b-d7bc-4ea2-928a-df1c1ae891f4' class='xr-var-data-in' type='checkbox'><label for='data-9a21972b-d7bc-4ea2-928a-df1c1ae891f4' 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>UARS MLS O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlso3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7b9474fa-6d0b-48ad-a32e-72f9a0e20600' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7b9474fa-6d0b-48ad-a32e-72f9a0e20600' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-998fddc7-185b-4b63-80ff-2ab90b10be92' class='xr-var-data-in' type='checkbox'><label for='data-998fddc7-185b-4b63-80ff-2ab90b10be92' 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>UARS MLS O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlso3rmssunc</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6a7e3828-adbf-4989-bb1c-a805777e2b39' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6a7e3828-adbf-4989-bb1c-a805777e2b39' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aee48318-fa02-41a6-a4c5-540da3051055' class='xr-var-data-in' type='checkbox'><label for='data-aee48318-fa02-41a6-a4c5-540da3051055' 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>UARS MLS O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlso3rmssunceq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9a90ad81-e100-4b0d-84c9-05611d3acd7b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9a90ad81-e100-4b0d-84c9-05611d3acd7b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-56fa1eaa-d15b-4a92-9024-076233a05d95' class='xr-var-data-in' type='checkbox'><label for='data-56fa1eaa-d15b-4a92-9024-076233a05d95' 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>UARS MLS O3 root of mean-sum-square uncertainties</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlso3stddev</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d761758a-d18f-4b84-b452-edcf53bdc37e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d761758a-d18f-4b84-b452-edcf53bdc37e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-638f3d36-e797-449d-870a-68fde4e475d8' class='xr-var-data-in' type='checkbox'><label for='data-638f3d36-e797-449d-870a-68fde4e475d8' 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>UARS MLS O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlso3stddeveq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-09234fd2-99eb-4672-b959-bf69e3c83540' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-09234fd2-99eb-4672-b959-bf69e3c83540' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5f925d50-0d9f-428f-90d1-3f944418307d' class='xr-var-data-in' type='checkbox'><label for='data-5f925d50-0d9f-428f-90d1-3f944418307d' 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>UARS MLS O3 standard deviation </dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlso3time</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a69a9d39-e7f6-42d2-8189-b44db0aaed7e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a69a9d39-e7f6-42d2-8189-b44db0aaed7e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c1eaa2e8-9c4f-497d-ad03-0ec1656bd9b8' class='xr-var-data-in' type='checkbox'><label for='data-c1eaa2e8-9c4f-497d-ad03-0ec1656bd9b8' 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>UARS MLS O3 mean time of measurements</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsrawh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-334070b6-ebd9-40e5-aa28-44b02d45a37c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-334070b6-ebd9-40e5-aa28-44b02d45a37c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9e1d93f1-c769-4398-abfd-07c6c5e1a550' class='xr-var-data-in' type='checkbox'><label for='data-9e1d93f1-c769-4398-abfd-07c6c5e1a550' 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>UARS MLS (uncorrected)  H2O</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsrawh2oqeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b5c731af-145c-41fa-81c1-e8bd1c84546e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b5c731af-145c-41fa-81c1-e8bd1c84546e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0c93e82f-b6a8-42b6-8b6c-e0a34729b749' class='xr-var-data-in' type='checkbox'><label for='data-0c93e82f-b6a8-42b6-8b6c-e0a34729b749' 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>UARS MLS (uncorrected)  H2O</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsrawo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0b844000-a6a2-4244-b040-d8824444fcd3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0b844000-a6a2-4244-b040-d8824444fcd3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9a07f4a5-4e87-42c6-9989-f69afceec353' class='xr-var-data-in' type='checkbox'><label for='data-9a07f4a5-4e87-42c6-9989-f69afceec353' 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>UARS MLS (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsrawo3qeq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c832ce5f-fe50-429d-b459-8295ba34fbaa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c832ce5f-fe50-429d-b459-8295ba34fbaa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-14a5d7a7-c4b8-4bf1-b7a9-62f6d39e1d83' class='xr-var-data-in' type='checkbox'><label for='data-14a5d7a7-c4b8-4bf1-b7a9-62f6d39e1d83' 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>UARS MLS (uncorrected)  O3</dd><dt><span>grid_type :</span></dt><dd>equivalent-latitude</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsrawseash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bc8ee49f-ac34-4903-9629-3db98edaa523' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bc8ee49f-ac34-4903-9629-3db98edaa523' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-271d0e79-bcb5-43db-aad6-483582798a1a' class='xr-var-data-in' type='checkbox'><label for='data-271d0e79-bcb5-43db-aad6-483582798a1a' 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>UARS MLS (uncorrected)  H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsrawseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c518c852-afeb-47c3-9c8f-2a75286161e2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c518c852-afeb-47c3-9c8f-2a75286161e2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-22d21b1b-bc1b-40ae-a1ed-5e0f0206bbff' class='xr-var-data-in' type='checkbox'><label for='data-22d21b1b-bc1b-40ae-a1ed-5e0f0206bbff' 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>UARS MLS (uncorrected)  O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsseash2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4152200b-ace6-4256-9d85-b50f8ae4c317' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4152200b-ace6-4256-9d85-b50f8ae4c317' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d9384a20-a203-45bc-93d9-237461fa5e02' class='xr-var-data-in' type='checkbox'><label for='data-d9384a20-a203-45bc-93d9-237461fa5e02' 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>UARS MLS H2O seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsseaso3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6fdfd68d-609c-4fe8-a2e0-f1cf59c0f84f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6fdfd68d-609c-4fe8-a2e0-f1cf59c0f84f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be90a9ee-08ee-4033-a800-337fa4ddb9b1' class='xr-var-data-in' type='checkbox'><label for='data-be90a9ee-08ee-4033-a800-337fa4ddb9b1' 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>UARS MLS O3 seasonal cycle</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[1071360 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tropp</span></div><div class='xr-var-dims'>(time, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-252af31b-5c2a-4501-a086-8d0a491a4556' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-252af31b-5c2a-4501-a086-8d0a491a4556' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c0fb8691-8d3c-44a7-b890-7957f6fe0b82' class='xr-var-data-in' type='checkbox'><label for='data-c0fb8691-8d3c-44a7-b890-7957f6fe0b82' 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>MERRA WMO lapse-rate tropoapause pressure</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>hPa</dd></dl></div><div class='xr-var-data'><pre>[34560 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tropt</span></div><div class='xr-var-dims'>(time, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bd5e52ff-423c-4c52-a3fb-da365dafbd36' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bd5e52ff-423c-4c52-a3fb-da365dafbd36' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f888c438-ab72-47c9-bfe2-0e111796ae12' class='xr-var-data-in' type='checkbox'><label for='data-f888c438-ab72-47c9-bfe2-0e111796ae12' 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>MERRA WMO lapse-rate tropoapause temperature</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>K</dd></dl></div><div class='xr-var-data'><pre>[34560 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tropz</span></div><div class='xr-var-dims'>(time, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e9944cfb-022c-4ac6-8673-efc4227fb227' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e9944cfb-022c-4ac6-8673-efc4227fb227' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-53e344a8-bc4a-494d-afea-04e9c56d8bb7' class='xr-var-data-in' type='checkbox'><label for='data-53e344a8-bc4a-494d-afea-04e9c56d8bb7' 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>MERRA WMO lapse-rate tropoapause geopotential height</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>km</dd></dl></div><div class='xr-var-data'><pre>[34560 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cptropp</span></div><div class='xr-var-dims'>(time, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2775b8c0-6852-4240-a9dd-cf8c078b437e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2775b8c0-6852-4240-a9dd-cf8c078b437e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5a845e9c-e026-453f-b284-a09507e5eab3' class='xr-var-data-in' type='checkbox'><label for='data-5a845e9c-e026-453f-b284-a09507e5eab3' 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>MERRA cold-point tropopause pressure</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>hPa</dd></dl></div><div class='xr-var-data'><pre>[34560 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cptropt</span></div><div class='xr-var-dims'>(time, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3a522cbd-b71d-4842-b8d4-9dfb52065428' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3a522cbd-b71d-4842-b8d4-9dfb52065428' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f4399eda-7203-47fd-a5ce-3f865a296ce3' class='xr-var-data-in' type='checkbox'><label for='data-f4399eda-7203-47fd-a5ce-3f865a296ce3' 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>MERRA cold-point tropopause temperature</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>K</dd></dl></div><div class='xr-var-data'><pre>[34560 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cptropz</span></div><div class='xr-var-dims'>(time, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3d112810-f13d-4e5f-816f-7cb12bc72608' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3d112810-f13d-4e5f-816f-7cb12bc72608' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f081ccb2-78c3-49e7-87bb-d3ca10b2f630' class='xr-var-data-in' type='checkbox'><label for='data-f081ccb2-78c3-49e7-87bb-d3ca10b2f630' 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>MERRA cold-point tropopause geopotential height</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>km</dd></dl></div><div class='xr-var-data'><pre>[34560 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cptropsmr</span></div><div class='xr-var-dims'>(time, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c452f27f-257b-405c-bea2-69a3fa9c83bd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c452f27f-257b-405c-bea2-69a3fa9c83bd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ae8be2b4-52c9-4353-a953-88eec75697bd' class='xr-var-data-in' type='checkbox'><label for='data-ae8be2b4-52c9-4353-a953-88eec75697bd' 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>MERRA cold-point tropopause saturation mixing ratio</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[34560 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceh2omeandiff</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4b186f46-71a3-4a69-a426-23d32871ef37' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4b186f46-71a3-4a69-a426-23d32871ef37' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c7e2f1c9-bc55-44d4-ae91-b448b5412289' class='xr-var-data-in' type='checkbox'><label for='data-c7e2f1c9-bc55-44d4-ae91-b448b5412289' 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>ACE H2O mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[31 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceh2omeandiffvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a3abcf91-1b2f-4145-aa0b-56ed64a22e57' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a3abcf91-1b2f-4145-aa0b-56ed64a22e57' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a2cbd183-9636-4530-8250-e39134ff3426' class='xr-var-data-in' type='checkbox'><label for='data-a2cbd183-9636-4530-8250-e39134ff3426' 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>ACE H2O mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceh2ooffseterrvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-72d0f9a2-3fc3-4ddd-b1b5-3a74606b5a56' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-72d0f9a2-3fc3-4ddd-b1b5-3a74606b5a56' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2058f58c-4e61-467b-a8af-d0af3a71e170' class='xr-var-data-in' type='checkbox'><label for='data-2058f58c-4e61-467b-a8af-d0af3a71e170' 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>ACE H2O standard error of offset</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeh2omeandiff</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f16df27d-8066-427b-be8f-a85ba5c4be7e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f16df27d-8066-427b-be8f-a85ba5c4be7e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d4b7786c-0f79-420f-a5dc-84133b538398' class='xr-var-data-in' type='checkbox'><label for='data-d4b7786c-0f79-420f-a5dc-84133b538398' 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>HALOE H2O mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[31 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeh2omeandiffvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-111038c9-ac44-4bab-b91c-012261e339c0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-111038c9-ac44-4bab-b91c-012261e339c0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6495041a-51ba-4e1f-9da9-078031663fc2' class='xr-var-data-in' type='checkbox'><label for='data-6495041a-51ba-4e1f-9da9-078031663fc2' 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>HALOE H2O mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeh2ooffseterrvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-72efe752-75f4-4b6e-a699-c49d9b6dfb7c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-72efe752-75f4-4b6e-a699-c49d9b6dfb7c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7ea39b7f-c375-4d7b-8f0a-d18ce891eeab' class='xr-var-data-in' type='checkbox'><label for='data-7ea39b7f-c375-4d7b-8f0a-d18ce891eeab' 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>HALOE H2O standard error of offset</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2h2omeandiff</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-739fd46b-763c-481f-a020-9b8113d6575e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-739fd46b-763c-481f-a020-9b8113d6575e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-023b7693-7d20-4ad4-a0ec-98561bd16fdf' class='xr-var-data-in' type='checkbox'><label for='data-023b7693-7d20-4ad4-a0ec-98561bd16fdf' 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>SAGE-II H2O mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[31 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2h2omeandiffvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8d88cbcd-0236-4425-b2a6-aabf7b939476' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8d88cbcd-0236-4425-b2a6-aabf7b939476' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-daaca0b1-f1db-40bd-966d-0a0b00d3883f' class='xr-var-data-in' type='checkbox'><label for='data-daaca0b1-f1db-40bd-966d-0a0b00d3883f' 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>SAGE-II H2O mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2h2ooffseterrvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-62eba4f9-31b7-427c-b6af-d94b4f33e715' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-62eba4f9-31b7-427c-b6af-d94b4f33e715' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8e212e69-9400-4522-b786-30181cf34d15' class='xr-var-data-in' type='checkbox'><label for='data-8e212e69-9400-4522-b786-30181cf34d15' 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>SAGE-II H2O standard error of offset</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3h2omeandiff</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3c174fc9-4691-48a2-bd0f-b6045d6e9141' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3c174fc9-4691-48a2-bd0f-b6045d6e9141' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a46c228f-70e8-4f3d-a443-edbf9bc4fd8e' class='xr-var-data-in' type='checkbox'><label for='data-a46c228f-70e8-4f3d-a443-edbf9bc4fd8e' 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>SAGE-III H2O mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[31 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3h2omeandiffvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-26d8932e-79fc-4c57-94f9-68d3398bee29' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-26d8932e-79fc-4c57-94f9-68d3398bee29' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-57c79a2c-6b02-4600-ada7-da186c1f2d56' class='xr-var-data-in' type='checkbox'><label for='data-57c79a2c-6b02-4600-ada7-da186c1f2d56' 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>SAGE-III H2O mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3h2ooffseterrvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a22ca00c-fe98-4080-ace7-627c723b67f7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a22ca00c-fe98-4080-ace7-627c723b67f7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3fe4d5cb-e750-453a-87f6-7346496ccef8' class='xr-var-data-in' type='checkbox'><label for='data-3fe4d5cb-e750-453a-87f6-7346496ccef8' 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>SAGE-III H2O standard error of offset</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issh2omeandiff</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7467a99a-9d59-41b6-8c9f-58112c4677b7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7467a99a-9d59-41b6-8c9f-58112c4677b7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-833d6c92-2792-445f-a59c-e2120fdd8299' class='xr-var-data-in' type='checkbox'><label for='data-833d6c92-2792-445f-a59c-e2120fdd8299' 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>SAGE-III ISS H2O mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[31 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issh2omeandiffvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3b5ec80f-8848-47ae-9b7a-4876da1c37c1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3b5ec80f-8848-47ae-9b7a-4876da1c37c1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eb3c849c-3d66-4140-8369-4d01fd623b22' class='xr-var-data-in' type='checkbox'><label for='data-eb3c849c-3d66-4140-8369-4d01fd623b22' 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>SAGE-III ISS H2O mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3issh2ooffseterrvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-79811c53-08a5-422d-856d-500d1cdd7646' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-79811c53-08a5-422d-856d-500d1cdd7646' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0ce1840b-71d8-4f8b-a494-80b36da28f64' class='xr-var-data-in' type='checkbox'><label for='data-0ce1840b-71d8-4f8b-a494-80b36da28f64' 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>SAGE-III ISS H2O standard error of offset</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsh2omeandiff</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d803dd67-84bf-4905-89c5-c435773281b1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d803dd67-84bf-4905-89c5-c435773281b1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fe31b4a4-d9e0-4682-b44e-0c3954d2bba0' class='xr-var-data-in' type='checkbox'><label for='data-fe31b4a4-d9e0-4682-b44e-0c3954d2bba0' 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>UARS MLS H2O mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[31 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsh2omeandiffvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f26f8d9b-40d8-4d2e-94e2-3bc5067341c8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f26f8d9b-40d8-4d2e-94e2-3bc5067341c8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c9d1d518-b148-43b5-b9ae-f65b22acd59a' class='xr-var-data-in' type='checkbox'><label for='data-c9d1d518-b148-43b5-b9ae-f65b22acd59a' 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>UARS MLS H2O mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlsh2ooffseterrvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c7da9be0-3216-4201-b20c-5a701bba6a8d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c7da9be0-3216-4201-b20c-5a701bba6a8d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4928debd-d158-4b6f-a4d8-c6a07f02ec0a' class='xr-var-data-in' type='checkbox'><label for='data-4928debd-d158-4b6f-a4d8-c6a07f02ec0a' 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>UARS MLS H2O standard error of offset</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceo3meandiff</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2f676275-9598-4e23-957a-14b53fbd5d75' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2f676275-9598-4e23-957a-14b53fbd5d75' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-126439fb-67bc-4f40-b229-8a0eed75b8d1' class='xr-var-data-in' type='checkbox'><label for='data-126439fb-67bc-4f40-b229-8a0eed75b8d1' 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>ACE O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[31 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceo3meandiffvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-43e04e4b-e021-4395-bf62-bbe5c4eb673f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-43e04e4b-e021-4395-bf62-bbe5c4eb673f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-26a05ac5-dd8f-4c0c-81df-efecf92b8d0c' class='xr-var-data-in' type='checkbox'><label for='data-26a05ac5-dd8f-4c0c-81df-efecf92b8d0c' 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>ACE O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aceo3offseterrvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1c7a0f4b-d9fb-435c-8a7f-6f676823c593' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1c7a0f4b-d9fb-435c-8a7f-6f676823c593' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-74215a14-4374-4582-9115-9be22f66ef39' class='xr-var-data-in' type='checkbox'><label for='data-74215a14-4374-4582-9115-9be22f66ef39' 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>ACE O3 standard error of offset</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeo3meandiff</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-218e247b-b6bb-4321-bc73-401b252e066c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-218e247b-b6bb-4321-bc73-401b252e066c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3535ba6e-2d04-4a67-b65f-f573405493b1' class='xr-var-data-in' type='checkbox'><label for='data-3535ba6e-2d04-4a67-b65f-f573405493b1' 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>HALOE O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[31 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeo3meandiffvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-46e160d6-1fb7-4a7c-81e1-a423b583d3e7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-46e160d6-1fb7-4a7c-81e1-a423b583d3e7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ac36621f-5444-4d6c-98cd-f0420e568e1c' class='xr-var-data-in' type='checkbox'><label for='data-ac36621f-5444-4d6c-98cd-f0420e568e1c' 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>HALOE O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>haloeo3offseterrvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-28d427ea-90ff-4739-b5fa-538aac5daa8c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-28d427ea-90ff-4739-b5fa-538aac5daa8c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6b83890c-1b85-4f70-975f-214985b3d4a0' class='xr-var-data-in' type='checkbox'><label for='data-6b83890c-1b85-4f70-975f-214985b3d4a0' 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>HALOE O3 standard error of offset</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlso3meandiff</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7c894752-d4fb-4926-b66b-d2ae0dc633e7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7c894752-d4fb-4926-b66b-d2ae0dc633e7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f1028133-b92d-40da-9cfa-41a21a2406a8' class='xr-var-data-in' type='checkbox'><label for='data-f1028133-b92d-40da-9cfa-41a21a2406a8' 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>MLS O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[31 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlso3meandiffvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-107626f8-d2fe-4da3-840e-8d01e1dc8f8a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-107626f8-d2fe-4da3-840e-8d01e1dc8f8a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-95d7b196-a43f-4636-acea-389226f0225a' class='xr-var-data-in' type='checkbox'><label for='data-95d7b196-a43f-4636-acea-389226f0225a' 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>MLS O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mlso3offseterrvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d55d70ac-ac3d-4c50-9105-520336bf2fd1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d55d70ac-ac3d-4c50-9105-520336bf2fd1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-413e2a7b-b02f-4963-8aff-ed0fa5169a22' class='xr-var-data-in' type='checkbox'><label for='data-413e2a7b-b02f-4963-8aff-ed0fa5169a22' 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>MLS O3 standard error of offset</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2o3meandiff</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a67d2a22-f092-4bec-8d29-b1621e5591d4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a67d2a22-f092-4bec-8d29-b1621e5591d4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2b77e4e7-d81c-414a-87db-be6c10035931' class='xr-var-data-in' type='checkbox'><label for='data-2b77e4e7-d81c-414a-87db-be6c10035931' 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>SAGE-II O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[31 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2o3meandiffvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9f29b2d3-04ca-469f-a959-a8a396842979' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9f29b2d3-04ca-469f-a959-a8a396842979' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a5922b97-4e27-44f0-8b2e-0ac4d7e0d939' class='xr-var-data-in' type='checkbox'><label for='data-a5922b97-4e27-44f0-8b2e-0ac4d7e0d939' 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>SAGE-II O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage2o3offseterrvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e492c3aa-ea59-45e1-aa63-1f1f3596894d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e492c3aa-ea59-45e1-aa63-1f1f3596894d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d58c2da4-b9bf-42c4-aae2-3b352b2d61fe' class='xr-var-data-in' type='checkbox'><label for='data-d58c2da4-b9bf-42c4-aae2-3b352b2d61fe' 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>SAGE-II O3 standard error of offset</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3o3meandiff</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-80acbcbd-69fe-4c83-b3f8-4c5661290a37' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-80acbcbd-69fe-4c83-b3f8-4c5661290a37' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d22d53f9-76d8-4252-8aab-b4de50cc1313' class='xr-var-data-in' type='checkbox'><label for='data-d22d53f9-76d8-4252-8aab-b4de50cc1313' 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>SAGE-III O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[31 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3o3meandiffvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-696fc2a9-1817-45a1-bb6f-b3c5a29f3d5c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-696fc2a9-1817-45a1-bb6f-b3c5a29f3d5c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9794076a-7468-4d8e-bc21-fa910c066347' class='xr-var-data-in' type='checkbox'><label for='data-9794076a-7468-4d8e-bc21-fa910c066347' 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>SAGE-III O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3o3offseterrvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-df7e19fa-fe60-4dc4-8f2d-82d20f8c0675' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-df7e19fa-fe60-4dc4-8f2d-82d20f8c0675' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3f69dc81-ebee-4836-9500-8827857865ba' class='xr-var-data-in' type='checkbox'><label for='data-3f69dc81-ebee-4836-9500-8827857865ba' 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>SAGE-III O3 standard error of offset</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3isso3meandiff</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e9e57b9c-0ad2-43c2-b4d1-1d21240598d6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e9e57b9c-0ad2-43c2-b4d1-1d21240598d6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eccd4cdf-ebe6-46db-9386-9f987765590d' class='xr-var-data-in' type='checkbox'><label for='data-eccd4cdf-ebe6-46db-9386-9f987765590d' 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>SAGE-III ISS O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[31 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3isso3meandiffvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f80f2bda-5598-46d3-834d-37739d040781' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f80f2bda-5598-46d3-834d-37739d040781' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-38868d35-43ae-4e33-917a-b95f379d03c0' class='xr-var-data-in' type='checkbox'><label for='data-38868d35-43ae-4e33-917a-b95f379d03c0' 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>SAGE-III ISS O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sage3isso3offseterrvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dc5b87a8-c423-428c-92bc-4e9078a17c2e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dc5b87a8-c423-428c-92bc-4e9078a17c2e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-accde00f-6eae-4316-89b9-b85beddd065f' class='xr-var-data-in' type='checkbox'><label for='data-accde00f-6eae-4316-89b9-b85beddd065f' 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>SAGE-III ISS O3 standard error of offset</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompso3meandiff</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bf3d4c36-0da2-45da-890f-cae7289edfea' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bf3d4c36-0da2-45da-890f-cae7289edfea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-76a8be0d-3602-46c6-a07e-8992dc225837' class='xr-var-data-in' type='checkbox'><label for='data-76a8be0d-3602-46c6-a07e-8992dc225837' 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>OMPS-LP O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[31 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompso3meandiffvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-56b678a2-20ad-4ea3-b047-a6f08906376c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-56b678a2-20ad-4ea3-b047-a6f08906376c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a7d80fc5-1ec5-4f32-b5bf-9cef8793b079' class='xr-var-data-in' type='checkbox'><label for='data-a7d80fc5-1ec5-4f32-b5bf-9cef8793b079' 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>OMPS-LP O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ompso3offseterrvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dc66e1d0-b66a-4145-9ac3-e980aab073e7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dc66e1d0-b66a-4145-9ac3-e980aab073e7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-128daae9-529d-4c73-8087-d0969f8985c0' class='xr-var-data-in' type='checkbox'><label for='data-128daae9-529d-4c73-8087-d0969f8985c0' 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>OMPS-LP O3 standard error of offset</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlso3meandiff</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3bdb8583-37c6-480f-bd30-7e4945cd4a5a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3bdb8583-37c6-480f-bd30-7e4945cd4a5a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7cc4d052-4508-4441-af14-d37824fb0142' class='xr-var-data-in' type='checkbox'><label for='data-7cc4d052-4508-4441-af14-d37824fb0142' 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>UARS MLS O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[31 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlso3meandiffvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-524e38b3-0907-45ed-8d2f-3d89ca0195da' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-524e38b3-0907-45ed-8d2f-3d89ca0195da' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-84916596-d065-4ab0-a95b-8ac886a117e2' class='xr-var-data-in' type='checkbox'><label for='data-84916596-d065-4ab0-a95b-8ac886a117e2' 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>UARS MLS O3 mean offset from reference</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarsmlso3offseterrvslat</span></div><div class='xr-var-dims'>(level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-67da525a-46d2-4604-8c46-901246f54a12' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-67da525a-46d2-4604-8c46-901246f54a12' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f0506725-5634-4c85-a38d-133171e8ec6c' class='xr-var-data-in' type='checkbox'><label for='data-f0506725-5634-4c85-a38d-133171e8ec6c' 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>UARS MLS O3 standard error of offset</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>[2232 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f59a3389-c798-44d9-9768-69a61d860937' class='xr-section-summary-in' type='checkbox'  ><label for='section-f59a3389-c798-44d9-9768-69a61d860937' class='xr-section-summary' >Indexes: <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-index-name'><div>lat</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-83f68556-943e-4b6c-9967-6fb8a8309682' class='xr-index-data-in' type='checkbox'/><label for='index-83f68556-943e-4b6c-9967-6fb8a8309682' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-88.75, -86.25, -83.75, -81.25, -78.75, -76.25, -73.75, -71.25, -68.75,\n",
       "       -66.25, -63.75, -61.25, -58.75, -56.25, -53.75, -51.25, -48.75, -46.25,\n",
       "       -43.75, -41.25, -38.75, -36.25, -33.75, -31.25, -28.75, -26.25, -23.75,\n",
       "       -21.25, -18.75, -16.25, -13.75, -11.25,  -8.75,  -6.25,  -3.75,  -1.25,\n",
       "         1.25,   3.75,   6.25,   8.75,  11.25,  13.75,  16.25,  18.75,  21.25,\n",
       "        23.75,  26.25,  28.75,  31.25,  33.75,  36.25,  38.75,  41.25,  43.75,\n",
       "        46.25,  48.75,  51.25,  53.75,  56.25,  58.75,  61.25,  63.75,  66.25,\n",
       "        68.75,  71.25,  73.75,  76.25,  78.75,  81.25,  83.75,  86.25,  88.75],\n",
       "      dtype=&#x27;float32&#x27;, name=&#x27;lat&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>level</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-0b334351-ab01-495c-af69-22a19e089365' class='xr-index-data-in' type='checkbox'/><label for='index-0b334351-ab01-495c-af69-22a19e089365' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 316.2277526855469,  261.0157165527344, 215.44346618652344,\n",
       "       177.82794189453125, 146.77992248535156, 121.15276336669922,\n",
       "                    100.0,  82.54042053222656,  68.12920379638672,\n",
       "          56.234130859375, 46.415889739990234, 38.311866760253906,\n",
       "        31.62277603149414, 26.101572036743164, 21.544347763061523,\n",
       "       17.782794952392578, 14.677992820739746, 12.115276336669922,\n",
       "                     10.0,   8.25404167175293,  6.812920570373535,\n",
       "          5.6234130859375, 4.6415886878967285, 3.8311867713928223,\n",
       "       3.1622776985168457, 2.6101572513580322, 2.1544346809387207,\n",
       "        1.778279423713684, 1.4677993059158325,  1.211527705192566,\n",
       "                      1.0],\n",
       "      dtype=&#x27;float32&#x27;, name=&#x27;level&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-2334ef1b-d25e-4e52-b703-d57cf7db6ee7' class='xr-index-data-in' type='checkbox'/><label for='index-2334ef1b-d25e-4e52-b703-d57cf7db6ee7' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;1984-01-16 12:00:00.000040233&#x27;,\n",
       "               &#x27;1984-02-15 12:00:00.000040233&#x27;,\n",
       "               &#x27;1984-03-16 12:00:00.000040233&#x27;,\n",
       "               &#x27;1984-04-16 00:00:00.000040234&#x27;,\n",
       "               &#x27;1984-05-16 12:00:00.000040234&#x27;,\n",
       "               &#x27;1984-06-16 00:00:00.000040234&#x27;,\n",
       "               &#x27;1984-07-16 12:00:00.000040234&#x27;,\n",
       "               &#x27;1984-08-16 12:00:00.000040232&#x27;,\n",
       "               &#x27;1984-09-16 00:00:00.000040232&#x27;,\n",
       "               &#x27;1984-10-16 12:00:00.000040232&#x27;,\n",
       "               ...\n",
       "               &#x27;2023-03-16 12:00:00.000040192&#x27;,\n",
       "               &#x27;2023-04-16 00:00:00.000040192&#x27;,\n",
       "               &#x27;2023-05-16 12:00:00.000040192&#x27;,\n",
       "               &#x27;2023-06-16 00:00:00.000040192&#x27;,\n",
       "               &#x27;2023-07-16 12:00:00.000040192&#x27;,\n",
       "               &#x27;2023-08-16 12:00:00.000040192&#x27;,\n",
       "               &#x27;2023-09-16 00:00:00.000040192&#x27;,\n",
       "               &#x27;2023-10-16 12:00:00.000040192&#x27;,\n",
       "               &#x27;2023-11-16 00:00:00.000040192&#x27;,\n",
       "               &#x27;2023-12-16 12:00:00.000040192&#x27;],\n",
       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=480, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latbound</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-461d6d48-11f8-41b1-813e-fee165ef883e' class='xr-index-data-in' type='checkbox'/><label for='index-461d6d48-11f8-41b1-813e-fee165ef883e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([                -90.0,                 -80.0,                 -70.0,\n",
       "                       -60.0,                 -50.0,                 -40.0,\n",
       "                       -30.0,                 -20.0,                 -10.0,\n",
       "                         0.0,                  10.0,                  20.0,\n",
       "                        30.0,                  40.0,                  50.0,\n",
       "                        60.0,                  70.0,                  80.0,\n",
       "                        90.0, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36, 9.969209968386869e+36, 9.969209968386869e+36,\n",
       "       9.969209968386869e+36],\n",
       "      dtype=&#x27;float32&#x27;, name=&#x27;latbound&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6beca9c9-faed-4dae-b863-f810f85b836a' class='xr-section-summary-in' type='checkbox'  ><label for='section-6beca9c9-faed-4dae-b863-f810f85b836a' class='xr-section-summary' >Attributes: <span>(14)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>SWOOSH data set</dd><dt><span>version :</span></dt><dd>02.7</dd><dt><span>created :</span></dt><dd>Fri Feb  2 22:05:01 2024</dd><dt><span>SWOOSHVERSION :</span></dt><dd>02.7</dd><dt><span>UARSMLSH2OVERSION :</span></dt><dd>6</dd><dt><span>OMPSVERSION :</span></dt><dd>2.6</dd><dt><span>SAGE3ISSVERSION :</span></dt><dd>5.30</dd><dt><span>SAGE3VERSION :</span></dt><dd>4</dd><dt><span>MLSVERSION :</span></dt><dd>5.0</dd><dt><span>SAGE2VERSION :</span></dt><dd>7.0</dd><dt><span>UARSMLSO3VERSION :</span></dt><dd>5</dd><dt><span>HALOEVERSION :</span></dt><dd>19</dd><dt><span>ACEVERSION :</span></dt><dd>5.2</dd><dt><span>Conventions :</span></dt><dd>CF-1.4</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 1GB\n",
       "Dimensions:                     (lat: 72, level: 31, time: 480, latbound: 73)\n",
       "Coordinates:\n",
       "  * lat                         (lat) float32 288B -88.75 -86.25 ... 86.25 88.75\n",
       "  * level                       (level) float32 124B 316.2 261.0 ... 1.212 1.0\n",
       "  * time                        (time) datetime64[ns] 4kB 1984-01-16T12:00:00...\n",
       "  * latbound                    (latbound) float32 292B -90.0 ... 9.969e+36\n",
       "Data variables: (12/360)\n",
       "    month                       (time) int16 960B ...\n",
       "    year                        (time) int16 960B ...\n",
       "    yrtime                      (time) float32 2kB ...\n",
       "    jultime                     (time) float64 4kB ...\n",
       "    aceanomh2oq                 (time, level, lat) float32 4MB ...\n",
       "    aceanomo3q                  (time, level, lat) float32 4MB ...\n",
       "    ...                          ...\n",
       "    ompso3meandiff              (level) float32 124B ...\n",
       "    ompso3meandiffvslat         (level, lat) float32 9kB ...\n",
       "    ompso3offseterrvslat        (level, lat) float32 9kB ...\n",
       "    uarsmlso3meandiff           (level) float32 124B ...\n",
       "    uarsmlso3meandiffvslat      (level, lat) float32 9kB ...\n",
       "    uarsmlso3offseterrvslat     (level, lat) float32 9kB ...\n",
       "Attributes: (12/14)\n",
       "    title:              SWOOSH data set\n",
       "    version:            02.7\n",
       "    created:            Fri Feb  2 22:05:01 2024\n",
       "    SWOOSHVERSION:      02.7\n",
       "    UARSMLSH2OVERSION:  6\n",
       "    OMPSVERSION:        2.6\n",
       "    ...                 ...\n",
       "    MLSVERSION:         5.0\n",
       "    SAGE2VERSION:       7.0\n",
       "    UARSMLSO3VERSION:   5\n",
       "    HALOEVERSION:       19\n",
       "    ACEVERSION:         5.2\n",
       "    Conventions:        CF-1.4"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds = xr.open_dataset(infile)\n",
    "ds"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a0544e5e-ea6f-401b-88c4-d5e196625ef6",
   "metadata": {},
   "source": [
    "## visualization"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0fb5d8a3-23c6-426a-8863-1d57c383e455",
   "metadata": {},
   "source": [
    "### Seasonally"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "89531d45-c87f-4b92-a090-009083c87ead",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-19T13:50:02.522393Z",
     "iopub.status.busy": "2024-11-19T13:50:02.521799Z",
     "iopub.status.idle": "2024-11-19T13:50:02.533426Z",
     "shell.execute_reply": "2024-11-19T13:50:02.532703Z",
     "shell.execute_reply.started": "2024-11-19T13:50:02.522351Z"
    }
   },
   "outputs": [],
   "source": [
    "sel_dict = dict(time = slice('2021-12',None), level = slice(300,None))\n",
    "sel_var_ls = ['combinedanomh2oq', 'combinedanomo3q','tropp','combinedanomfillo3q','combinedanomfillanomo3q']\n",
    "ds_sel = ds[sel_var_ls].sel(**sel_dict)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "64918635-b473-4a28-96d9-de19514cfddf",
   "metadata": {},
   "source": [
    "#### H2O"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "90b6e89e-0b74-41f2-8293-f2d1005c5efd",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-19T13:50:04.798997Z",
     "iopub.status.busy": "2024-11-19T13:50:04.798614Z",
     "iopub.status.idle": "2024-11-19T13:50:04.879718Z",
     "shell.execute_reply": "2024-11-19T13:50:04.878660Z",
     "shell.execute_reply.started": "2024-11-19T13:50:04.798964Z"
    }
   },
   "outputs": [
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       "\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: 314kB\n",
       "Dimensions:                  (time: 9, level: 30, lat: 72)\n",
       "Coordinates:\n",
       "  * lat                      (lat) float32 288B -88.75 -86.25 ... 86.25 88.75\n",
       "  * level                    (level) float32 120B 261.0 215.4 ... 1.212 1.0\n",
       "  * time                     (time) &lt;U8 288B &#x27;2022-DJF&#x27; ... &#x27;2024-DJF&#x27;\n",
       "Data variables:\n",
       "    combinedanomh2oq         (time, level, lat) float32 78kB nan nan ... nan nan\n",
       "    combinedanomo3q          (time, level, lat) float32 78kB nan nan ... nan nan\n",
       "    tropp                    (time, lat) float32 3kB 281.7 280.8 ... 265.5 264.6\n",
       "    combinedanomfillo3q      (time, level, lat) float32 78kB nan nan ... nan nan\n",
       "    combinedanomfillanomo3q  (time, level, lat) float32 78kB -0.01973 ... -0....\n",
       "Attributes: (12/14)\n",
       "    title:              SWOOSH data set\n",
       "    version:            02.7\n",
       "    created:            Fri Feb  2 22:05:01 2024\n",
       "    SWOOSHVERSION:      02.7\n",
       "    UARSMLSH2OVERSION:  6\n",
       "    OMPSVERSION:        2.6\n",
       "    ...                 ...\n",
       "    MLSVERSION:         5.0\n",
       "    SAGE2VERSION:       7.0\n",
       "    UARSMLSO3VERSION:   5\n",
       "    HALOEVERSION:       19\n",
       "    ACEVERSION:         5.2\n",
       "    Conventions:        CF-1.4</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-93e01249-b5e8-424c-a154-c17206b1fdb1' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-93e01249-b5e8-424c-a154-c17206b1fdb1' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 9</li><li><span class='xr-has-index'>level</span>: 30</li><li><span class='xr-has-index'>lat</span>: 72</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-d5fcf1c6-d673-4a49-8e70-b2acc364a07a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-d5fcf1c6-d673-4a49-8e70-b2acc364a07a' 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 class='xr-has-index'>lat</span></div><div class='xr-var-dims'>(lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-88.75 -86.25 ... 86.25 88.75</div><input id='attrs-66a44010-bed0-4b5d-af81-ca5f347822f3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-66a44010-bed0-4b5d-af81-ca5f347822f3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7adee357-8edc-4923-a2d5-031229aa2b8b' class='xr-var-data-in' type='checkbox'><label for='data-7adee357-8edc-4923-a2d5-031229aa2b8b' 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</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([-88.75, -86.25, -83.75, -81.25, -78.75, -76.25, -73.75, -71.25, -68.75,\n",
       "       -66.25, -63.75, -61.25, -58.75, -56.25, -53.75, -51.25, -48.75, -46.25,\n",
       "       -43.75, -41.25, -38.75, -36.25, -33.75, -31.25, -28.75, -26.25, -23.75,\n",
       "       -21.25, -18.75, -16.25, -13.75, -11.25,  -8.75,  -6.25,  -3.75,  -1.25,\n",
       "         1.25,   3.75,   6.25,   8.75,  11.25,  13.75,  16.25,  18.75,  21.25,\n",
       "        23.75,  26.25,  28.75,  31.25,  33.75,  36.25,  38.75,  41.25,  43.75,\n",
       "        46.25,  48.75,  51.25,  53.75,  56.25,  58.75,  61.25,  63.75,  66.25,\n",
       "        68.75,  71.25,  73.75,  76.25,  78.75,  81.25,  83.75,  86.25,  88.75],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>level</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>261.0 215.4 177.8 ... 1.212 1.0</div><input id='attrs-5195acf3-972c-40c8-b1af-1df395522d8a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5195acf3-972c-40c8-b1af-1df395522d8a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3cb447a9-f86f-425f-9f76-70522eb4fd1f' class='xr-var-data-in' type='checkbox'><label for='data-3cb447a9-f86f-425f-9f76-70522eb4fd1f' 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>pressure</dd><dt><span>units :</span></dt><dd>hPa</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>axis :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>array([261.01572 , 215.44347 , 177.82794 , 146.77992 , 121.15276 , 100.      ,\n",
       "        82.54042 ,  68.1292  ,  56.23413 ,  46.41589 ,  38.311867,  31.622776,\n",
       "        26.101572,  21.544348,  17.782795,  14.677993,  12.115276,  10.      ,\n",
       "         8.254042,   6.812921,   5.623413,   4.641589,   3.831187,   3.162278,\n",
       "         2.610157,   2.154435,   1.778279,   1.467799,   1.211528,   1.      ],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>&lt;U8</div><div class='xr-var-preview xr-preview'>&#x27;2022-DJF&#x27; ... &#x27;2024-DJF&#x27;</div><input id='attrs-39276d86-fa99-4190-ab8a-f8b9712b0b3c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-39276d86-fa99-4190-ab8a-f8b9712b0b3c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7c343bc8-e413-45bd-923e-7199e63c57be' class='xr-var-data-in' type='checkbox'><label for='data-7c343bc8-e413-45bd-923e-7199e63c57be' 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;2022-DJF&#x27;, &#x27;2022-MAM&#x27;, &#x27;2022-JJA&#x27;, &#x27;2022-SON&#x27;, &#x27;2023-DJF&#x27;, &#x27;2023-MAM&#x27;,\n",
       "       &#x27;2023-JJA&#x27;, &#x27;2023-SON&#x27;, &#x27;2024-DJF&#x27;], dtype=&#x27;&lt;U8&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2eb1a20a-5af7-4355-94d2-ba08947a9a88' class='xr-section-summary-in' type='checkbox'  checked><label for='section-2eb1a20a-5af7-4355-94d2-ba08947a9a88' class='xr-section-summary' >Data variables: <span>(5)</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>combinedanomh2oq</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan 2.534 ... nan nan nan</div><input id='attrs-d9bc2889-48d1-405c-8ff0-26231a70bb75' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d9bc2889-48d1-405c-8ff0-26231a70bb75' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ce50a1cd-fc49-440b-995c-525e69711a6d' class='xr-var-data-in' type='checkbox'><label for='data-ce50a1cd-fc49-440b-995c-525e69711a6d' 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>Combined H2O anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</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]],\n",
       "\n",
       "       [[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]],\n",
       "\n",
       "       [[nan, nan, nan, ..., nan, nan, nan],\n",
       "        [nan, nan, nan, ..., nan, nan, nan],\n",
       "        [nan, nan, nan, ..., nan, nan, nan],\n",
       "        ...,\n",
       "...\n",
       "        ...,\n",
       "        [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],\n",
       "        ...,\n",
       "        [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],\n",
       "        ...,\n",
       "        [nan, nan, nan, ..., nan, nan, nan],\n",
       "        [nan, nan, nan, ..., nan, nan, nan],\n",
       "        [nan, nan, nan, ..., nan, nan, nan]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedanomo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan ... nan nan nan</div><input id='attrs-9f6d8218-5a9c-4d36-835f-6cc4b6ea5b11' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9f6d8218-5a9c-4d36-835f-6cc4b6ea5b11' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-60b86d3e-7169-4a09-9dfa-068160b63124' class='xr-var-data-in' type='checkbox'><label for='data-60b86d3e-7169-4a09-9dfa-068160b63124' 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>Combined O3 anomaly</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</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]],\n",
       "\n",
       "       [[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]],\n",
       "\n",
       "       [[nan, nan, nan, ..., nan, nan, nan],\n",
       "        [nan, nan, nan, ..., nan, nan, nan],\n",
       "        [nan, nan, nan, ..., nan, nan, nan],\n",
       "        ...,\n",
       "...\n",
       "        ...,\n",
       "        [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],\n",
       "        ...,\n",
       "        [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],\n",
       "        ...,\n",
       "        [nan, nan, nan, ..., nan, nan, nan],\n",
       "        [nan, nan, nan, ..., nan, nan, nan],\n",
       "        [nan, nan, nan, ..., nan, nan, nan]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tropp</span></div><div class='xr-var-dims'>(time, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>281.7 280.8 280.0 ... 265.5 264.6</div><input id='attrs-7c884897-e7fe-4149-8645-e7c63052a606' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7c884897-e7fe-4149-8645-e7c63052a606' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2a1d6897-90f6-4221-ae2f-e5e4c92b082d' class='xr-var-data-in' type='checkbox'><label for='data-2a1d6897-90f6-4221-ae2f-e5e4c92b082d' 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>MERRA WMO lapse-rate tropoapause pressure</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>hPa</dd></dl></div><div class='xr-var-data'><pre>array([[281.68146 , 280.8026  , 280.0255  , 279.88223 , 280.50943 ,\n",
       "        281.46887 , 282.86813 , 283.56982 , 284.4778  , 285.15604 ,\n",
       "        284.40237 , 282.1224  , 277.23648 , 269.64127 , 259.42056 ,\n",
       "        247.36067 , 234.27126 , 220.39453 , 206.4281  , 192.64813 ,\n",
       "        178.23811 , 162.46501 , 146.46562 , 132.46777 , 122.411194,\n",
       "        115.58419 , 110.93274 , 107.82339 , 105.41492 , 103.25891 ,\n",
       "        101.4685  , 100.22324 ,  99.681786,  99.7671  , 100.18817 ,\n",
       "        100.69522 , 100.99127 , 100.80145 , 100.34888 ,  99.616005,\n",
       "         98.54406 ,  98.30994 ,  99.86887 , 104.23716 , 113.31687 ,\n",
       "        129.37666 , 152.70847 , 178.4001  , 201.1086  , 217.94818 ,\n",
       "        230.49928 , 239.93706 , 246.84053 , 251.73755 , 256.72476 ,\n",
       "        261.45407 , 265.89484 , 269.61102 , 272.53397 , 273.8441  ,\n",
       "        272.89896 , 270.61868 , 268.04813 , 265.92545 , 262.9384  ,\n",
       "        260.46176 , 257.96725 , 255.78313 , 254.58028 , 253.07031 ,\n",
       "        251.7696  , 251.16118 ],\n",
       "       [290.67505 , 291.1143  , 291.97568 , 292.76114 , 292.31015 ,\n",
       "        291.58078 , 290.82993 , 290.03427 , 289.81808 , 289.4836  ,\n",
       "        287.85062 , 284.39398 , 278.31302 , 269.52127 , 259.0309  ,\n",
       "        247.63496 , 236.17442 , 225.32164 , 215.59149 , 206.79993 ,\n",
       "        196.62065 , 183.94698 , 168.42874 , 150.89359 , 133.78004 ,\n",
       "...\n",
       "        155.2315  , 171.68391 , 188.7154  , 204.02354 , 216.46191 ,\n",
       "        226.93562 , 235.69737 , 242.8838  , 248.79143 , 253.30212 ,\n",
       "        256.69833 , 259.80054 , 262.686   , 265.30066 , 268.33777 ,\n",
       "        272.44836 , 276.2383  , 279.63376 , 283.19287 , 284.70944 ,\n",
       "        285.2706  , 287.11075 ],\n",
       "       [260.55707 , 261.58313 , 263.21906 , 264.75894 , 265.57053 ,\n",
       "        266.84717 , 267.9312  , 268.482   , 270.6103  , 273.37964 ,\n",
       "        276.01288 , 276.58453 , 272.86926 , 265.18362 , 255.64249 ,\n",
       "        244.79771 , 234.44446 , 224.60503 , 215.59885 , 205.34305 ,\n",
       "        193.89426 , 179.97318 , 162.58328 , 142.18701 , 125.334015,\n",
       "        114.290985, 107.371445, 102.98343 , 100.66325 ,  99.01361 ,\n",
       "         98.01373 ,  97.32054 ,  97.04666 ,  96.98631 ,  96.95285 ,\n",
       "         96.91342 ,  96.9545  ,  97.08196 ,  97.02861 ,  96.89105 ,\n",
       "         97.11401 ,  97.49271 ,  98.550934, 101.51342 , 106.29472 ,\n",
       "        113.04828 , 122.20964 , 137.7943  , 159.15565 , 181.74504 ,\n",
       "        200.58406 , 215.35297 , 226.39336 , 235.90584 , 244.68066 ,\n",
       "        253.50294 , 261.099   , 268.0312  , 272.95334 , 275.82767 ,\n",
       "        277.60593 , 277.9669  , 278.35095 , 278.247   , 278.78278 ,\n",
       "        278.6386  , 276.4881  , 272.41632 , 267.64166 , 265.50012 ,\n",
       "        265.4879  , 264.60956 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedanomfillo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan 0.1167 ... nan nan nan</div><input id='attrs-18c398d2-7e1d-4dc6-80e3-f2a955e6206e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-18c398d2-7e1d-4dc6-80e3-f2a955e6206e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b688bf5f-04b3-4b4f-b6aa-0aa4a93a9799' class='xr-var-data-in' type='checkbox'><label for='data-b688bf5f-04b3-4b4f-b6aa-0aa4a93a9799' 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>Combined O3 (anomalies filled in lat-time plane)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>array([[[       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        ...,\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan]],\n",
       "\n",
       "       [[       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "...\n",
       "        [       nan,        nan,        nan, ..., 3.9216976 ,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ..., 3.6845841 ,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ..., 3.3248496 ,\n",
       "                nan,        nan]],\n",
       "\n",
       "       [[       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        ...,\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>combinedanomfillanomo3q</span></div><div class='xr-var-dims'>(time, level, lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-0.01973 -0.02686 ... -0.01528</div><input id='attrs-580392de-4f1a-4c58-8c67-3a9fa74ba83b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-580392de-4f1a-4c58-8c67-3a9fa74ba83b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5d727e43-e62e-4461-92fc-dbe67310828d' class='xr-var-data-in' type='checkbox'><label for='data-5d727e43-e62e-4461-92fc-dbe67310828d' 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>Combined O3 anomaly (anomalies filled in lat-time plane)</dd><dt><span>grid_type :</span></dt><dd>geographic</dd><dt><span>_Fillvalue :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>ppmv</dd></dl></div><div class='xr-var-data'><pre>array([[[-1.97334830e-02, -2.68590506e-02, -3.84335406e-02, ...,\n",
       "         -4.18479145e-02, -2.87374035e-02, -2.10737716e-02],\n",
       "        [-2.48819292e-02, -3.24018784e-02, -4.39988486e-02, ...,\n",
       "         -6.61899596e-02, -4.46124859e-02, -3.23841088e-02],\n",
       "        [-2.94509232e-02, -3.73598337e-02, -4.89278026e-02, ...,\n",
       "         -8.97715390e-02, -6.02639467e-02, -4.34703417e-02],\n",
       "        ...,\n",
       "        [ 3.75014357e-02,  3.86979580e-02,  4.66207750e-02, ...,\n",
       "         -1.89626336e-01, -8.28262046e-02, -3.05883046e-02],\n",
       "        [ 2.19672862e-02,  2.32029278e-02,  2.81248335e-02, ...,\n",
       "         -2.16236040e-01, -1.05345972e-01, -5.12650013e-02],\n",
       "        [-5.12716768e-04, -1.18870824e-03,  8.31639161e-04, ...,\n",
       "         -2.35292926e-01, -1.24529995e-01, -7.05602169e-02]],\n",
       "\n",
       "       [[-1.25736678e-02, -1.29684666e-02, -1.21650947e-02, ...,\n",
       "         -2.83050183e-02, -2.48324778e-02, -2.02584770e-02],\n",
       "        [-1.67403501e-02, -1.65221393e-02, -1.48956999e-02, ...,\n",
       "         -5.34430929e-02, -4.24614288e-02, -3.27074938e-02],\n",
       "        [-2.15880275e-02, -2.13769656e-02, -2.00725775e-02, ...,\n",
       "         -7.94089511e-02, -5.97020797e-02, -4.44948860e-02],\n",
       "...\n",
       "          7.30440393e-02,  7.24554434e-02,  7.46666491e-02],\n",
       "        [-2.32051071e-02, -2.25913469e-02, -5.85293211e-03, ...,\n",
       "          1.72593947e-02,  2.85423324e-02,  3.98872085e-02],\n",
       "        [-2.26602107e-02, -2.26592869e-02, -9.94938519e-03, ...,\n",
       "         -3.59214023e-02, -1.07230740e-02,  9.78816766e-03]],\n",
       "\n",
       "       [[-8.67690984e-03, -1.16007365e-02, -1.72816291e-02, ...,\n",
       "         -1.09492168e-02, -5.43862907e-03, -3.27725033e-03],\n",
       "        [-7.58980913e-03, -9.21327621e-03, -1.21292435e-02, ...,\n",
       "         -1.16461935e-02, -5.94406947e-03, -3.68388207e-03],\n",
       "        [-6.38806121e-03, -6.78802654e-03, -7.63181224e-03, ...,\n",
       "         -1.29981460e-02, -7.06661865e-03, -4.66113072e-03],\n",
       "        ...,\n",
       "        [-2.34730430e-02, -3.02406661e-02, -2.74497196e-02, ...,\n",
       "          5.41072823e-02,  4.61877137e-02,  4.71454002e-02],\n",
       "        [-2.26876903e-02, -3.29554416e-02, -3.96377631e-02, ...,\n",
       "          5.13147213e-04,  4.32658987e-03,  1.28133586e-02],\n",
       "        [-2.58711670e-02, -3.93438265e-02, -5.27896918e-02, ...,\n",
       "         -4.27850820e-02, -3.02821789e-02, -1.52811017e-02]]],\n",
       "      dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3910aff0-8483-477c-b59d-f5d7c4638eec' class='xr-section-summary-in' type='checkbox'  ><label for='section-3910aff0-8483-477c-b59d-f5d7c4638eec' class='xr-section-summary' >Indexes: <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-index-name'><div>lat</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-014adca3-e014-4884-8dcb-661ff9e76eae' class='xr-index-data-in' type='checkbox'/><label for='index-014adca3-e014-4884-8dcb-661ff9e76eae' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-88.75, -86.25, -83.75, -81.25, -78.75, -76.25, -73.75, -71.25, -68.75,\n",
       "       -66.25, -63.75, -61.25, -58.75, -56.25, -53.75, -51.25, -48.75, -46.25,\n",
       "       -43.75, -41.25, -38.75, -36.25, -33.75, -31.25, -28.75, -26.25, -23.75,\n",
       "       -21.25, -18.75, -16.25, -13.75, -11.25,  -8.75,  -6.25,  -3.75,  -1.25,\n",
       "         1.25,   3.75,   6.25,   8.75,  11.25,  13.75,  16.25,  18.75,  21.25,\n",
       "        23.75,  26.25,  28.75,  31.25,  33.75,  36.25,  38.75,  41.25,  43.75,\n",
       "        46.25,  48.75,  51.25,  53.75,  56.25,  58.75,  61.25,  63.75,  66.25,\n",
       "        68.75,  71.25,  73.75,  76.25,  78.75,  81.25,  83.75,  86.25,  88.75],\n",
       "      dtype=&#x27;float32&#x27;, name=&#x27;lat&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>level</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-e8ead919-7233-424d-8a2a-7a339f2b74df' class='xr-index-data-in' type='checkbox'/><label for='index-e8ead919-7233-424d-8a2a-7a339f2b74df' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 261.0157165527344, 215.44346618652344, 177.82794189453125,\n",
       "       146.77992248535156, 121.15276336669922,              100.0,\n",
       "        82.54042053222656,  68.12920379638672,    56.234130859375,\n",
       "       46.415889739990234, 38.311866760253906,  31.62277603149414,\n",
       "       26.101572036743164, 21.544347763061523, 17.782794952392578,\n",
       "       14.677992820739746, 12.115276336669922,               10.0,\n",
       "         8.25404167175293,  6.812920570373535,    5.6234130859375,\n",
       "       4.6415886878967285, 3.8311867713928223, 3.1622776985168457,\n",
       "       2.6101572513580322, 2.1544346809387207,  1.778279423713684,\n",
       "       1.4677993059158325,  1.211527705192566,                1.0],\n",
       "      dtype=&#x27;float32&#x27;, name=&#x27;level&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-fc96de38-ef8d-4d6f-b1de-be4e3f10897a' class='xr-index-data-in' type='checkbox'/><label for='index-fc96de38-ef8d-4d6f-b1de-be4e3f10897a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([&#x27;2022-DJF&#x27;, &#x27;2022-MAM&#x27;, &#x27;2022-JJA&#x27;, &#x27;2022-SON&#x27;, &#x27;2023-DJF&#x27;, &#x27;2023-MAM&#x27;,\n",
       "       &#x27;2023-JJA&#x27;, &#x27;2023-SON&#x27;, &#x27;2024-DJF&#x27;],\n",
       "      dtype=&#x27;object&#x27;, name=&#x27;time&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-42d62c44-d678-438c-9e8e-1e860e1c0bd3' class='xr-section-summary-in' type='checkbox'  ><label for='section-42d62c44-d678-438c-9e8e-1e860e1c0bd3' class='xr-section-summary' >Attributes: <span>(14)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>SWOOSH data set</dd><dt><span>version :</span></dt><dd>02.7</dd><dt><span>created :</span></dt><dd>Fri Feb  2 22:05:01 2024</dd><dt><span>SWOOSHVERSION :</span></dt><dd>02.7</dd><dt><span>UARSMLSH2OVERSION :</span></dt><dd>6</dd><dt><span>OMPSVERSION :</span></dt><dd>2.6</dd><dt><span>SAGE3ISSVERSION :</span></dt><dd>5.30</dd><dt><span>SAGE3VERSION :</span></dt><dd>4</dd><dt><span>MLSVERSION :</span></dt><dd>5.0</dd><dt><span>SAGE2VERSION :</span></dt><dd>7.0</dd><dt><span>UARSMLSO3VERSION :</span></dt><dd>5</dd><dt><span>HALOEVERSION :</span></dt><dd>19</dd><dt><span>ACEVERSION :</span></dt><dd>5.2</dd><dt><span>Conventions :</span></dt><dd>CF-1.4</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 314kB\n",
       "Dimensions:                  (time: 9, level: 30, lat: 72)\n",
       "Coordinates:\n",
       "  * lat                      (lat) float32 288B -88.75 -86.25 ... 86.25 88.75\n",
       "  * level                    (level) float32 120B 261.0 215.4 ... 1.212 1.0\n",
       "  * time                     (time) <U8 288B '2022-DJF' ... '2024-DJF'\n",
       "Data variables:\n",
       "    combinedanomh2oq         (time, level, lat) float32 78kB nan nan ... nan nan\n",
       "    combinedanomo3q          (time, level, lat) float32 78kB nan nan ... nan nan\n",
       "    tropp                    (time, lat) float32 3kB 281.7 280.8 ... 265.5 264.6\n",
       "    combinedanomfillo3q      (time, level, lat) float32 78kB nan nan ... nan nan\n",
       "    combinedanomfillanomo3q  (time, level, lat) float32 78kB -0.01973 ... -0....\n",
       "Attributes: (12/14)\n",
       "    title:              SWOOSH data set\n",
       "    version:            02.7\n",
       "    created:            Fri Feb  2 22:05:01 2024\n",
       "    SWOOSHVERSION:      02.7\n",
       "    UARSMLSH2OVERSION:  6\n",
       "    OMPSVERSION:        2.6\n",
       "    ...                 ...\n",
       "    MLSVERSION:         5.0\n",
       "    SAGE2VERSION:       7.0\n",
       "    UARSMLSO3VERSION:   5\n",
       "    HALOEVERSION:       19\n",
       "    ACEVERSION:         5.2\n",
       "    Conventions:        CF-1.4"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#time_slice = slice(\"2022-01\", \"2023-12\", 2)\n",
    "#time_slice = slice(\"2022-01\", \"2024-12-31\")\n",
    "how_rt = \"Q-NOV\"  # \"1Q\"\n",
    "\n",
    "#sel_dict = dict(time=time_slice, lat=slice(None, None))\n",
    "sel_var = \"combinedanomh2oq\"\n",
    "\n",
    "\n",
    "arr = ds_sel.resample(time=how_rt).mean().squeeze()\n",
    "arr[\"time\"] = map_time_str(arr.time)\n",
    "arr\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "1163e18b-5e57-4547-805e-d8e169b226ed",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-11-19T13:54:10.518415Z",
     "iopub.status.busy": "2024-11-19T13:54:10.518083Z",
     "iopub.status.idle": "2024-11-19T13:54:16.495560Z",
     "shell.execute_reply": "2024-11-19T13:54:16.494727Z",
     "shell.execute_reply.started": "2024-11-19T13:54:10.518390Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_17317/670595697.py:31: DeprecationWarning: self.axes is deprecated since 2022.11 in order to align with matplotlibs plt.subplots, use self.axs instead.\n",
      "  zip(p.axes.flat, p.name_dicts.flat, ascii_uppercase)\n",
      "/tmp/ipykernel_17317/670595697.py:48: UserWarning: color is redundantly defined by the 'color' keyword argument and the fmt string \"k--\" (-> color='k'). The keyword argument will take precedence.\n",
      "  ax.plot(lat, arr['tropp'].sel(**sel_dict).values, \"k--\", lw=3, color=\"purple\")\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "combinedanomh2oq+SAD_time-evolution-SWOOSHv02.7+GloSSAC_globally.pdf\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1300x900 with 13 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "levs = [5, 10, 20, 50]\n",
    "nl = len(levs)\n",
    "sel_var = \"combinedanomh2oq\"\n",
    "sel_var2 = 'SAD'\n",
    "\n",
    "p = arr[sel_var].plot.contour(\n",
    "    x=\"lat\", col=\"time\", yincrease=False, col_wrap=4, robust=True, \n",
    "    colors=(\"k\"),\n",
    "    add_colorbar=False,\n",
    "    levels=[0.1, 0.5, 1, 3],\n",
    "    linewidths=np.linspace(1, 4, 4),\n",
    ")\n",
    "\n",
    "p.data = arr_glo_all\n",
    "kwargs = dict(\n",
    "    yincrease=False, robust=True, cmap=\"BrBG_r\", vmax = 3, extend = 'both'\n",
    ")\n",
    "p.map_dataarray(xr.plot.contourf, \"latitude\", \"level\", **kwargs)\n",
    "\n",
    "p.set_titles(\"{value}\")\n",
    "p.set_xlabels(\" \")\n",
    "p.set_ylabels(\" \")\n",
    "p.fig.supxlabel(\"latitude [deg]\")\n",
    "p.fig.supylabel(\"pressure [hPa]\")\n",
    "\n",
    "plt.ylim(300, 0.1)\n",
    "plt.yscale(\"log\")\n",
    "\n",
    "lat = arr.lat.values\n",
    "for i, (ax, sel_dict, label) in enumerate(\n",
    "    zip(p.axes.flat, p.name_dicts.flat, ascii_uppercase)\n",
    "):\n",
    "    fmt = mpl.ticker.FormatStrFormatter(\"%g\")\n",
    "    ax.yaxis.set_major_formatter(fmt)\n",
    "    ax.text(\n",
    "        0.05,\n",
    "        0.95,\n",
    "        label,\n",
    "        transform=ax.transAxes,\n",
    "        fontsize=20,\n",
    "        fontweight=\"bold\",\n",
    "        va=\"top\",\n",
    "        bbox={\"alpha\": 0.7, \"facecolor\": \"white\"},\n",
    "    )\n",
    "    ax.set_xticks([-45, 0, +45])\n",
    "    #print(sel_dict)\n",
    "    try:\n",
    "        ax.plot(lat, arr['tropp'].sel(**sel_dict).values, \"k--\", lw=3, color=\"purple\")\n",
    "    except:\n",
    "        pass\n",
    "\n",
    "outfile = f\"{sel_var}+{sel_var2}_time-evolution-SWOOSH{version}+GloSSAC_globally.pdf\"\n",
    "print(outfile)\n",
    "plt.savefig(outfile, bbox_inches=\"tight\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ea3cb79b-8850-4954-8748-139607ab28c9",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "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": "3.11.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}