
.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "examples/Creating_GS_Files/plot_resolve_csv.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_examples_Creating_GS_Files_plot_resolve_csv.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_examples_Creating_GS_Files_plot_resolve_csv.py:


CSV to NetCDF
-------------

This example demonstrates how to convert comma-separated values (CSV) data to the GS NetCDF format. Specifically this example includes:

1. Raw AEM data, from the Resolve system
2. Inverted resistivity models

Dataset Reference:
Burton, B.L., Minsley, B.J., Bloss, B.R., and Kress, W.H., 2021, Airborne electromagnetic, magnetic, and radiometric survey of the Mississippi Alluvial Plain, November 2018 - February 2019: U.S. Geological Survey data release, https://doi.org/10.5066/P9XBBBUU.

.. GENERATED FROM PYTHON SOURCE LINES 15-19

.. code-block:: Python

    import matplotlib.pyplot as plt
    from os.path import join
    import gspy








.. GENERATED FROM PYTHON SOURCE LINES 20-22

Convert the resolve csv data to NetCDF
++++++++++++++++++++++++++++++++++++++

.. GENERATED FROM PYTHON SOURCE LINES 24-25

Initialize the Survey

.. GENERATED FROM PYTHON SOURCE LINES 25-34

.. code-block:: Python


    # Path to example files
    data_path = '..//data_files//resolve'

    # Survey metadata file
    metadata = join(data_path, "data//Resolve_survey_md.yml")
    # Establish the Survey
    survey = gspy.Survey.from_dict(metadata)








.. GENERATED FROM PYTHON SOURCE LINES 35-36

Import raw AEM data from CSV-format.

.. GENERATED FROM PYTHON SOURCE LINES 36-46

.. code-block:: Python


    data_container = survey.gs.add_container('data', **dict(content = "raw and processed data"))

    # Define input data file and associated metadata file
    d_data = join(data_path, 'data//Resolve.csv')
    d_supp = join(data_path, 'data//Resolve_data_md.yml')

    # Add the raw AEM data as a tabular dataset
    data_container.gs.add(key='raw_data', data_filename=d_data, metadata_file=d_supp)






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    Attributes:
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        type:        data
        method:      electromagnetic
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        --jp-content-font-color2,
        var(--pst-color-text-base, rgba(255, 255, 255, 0.54))
      );
      --xr-font-color3: var(
        --jp-content-font-color3,
        var(--pst-color-text-base, rgba(255, 255, 255, 0.38))
      );
      --xr-border-color: var(
        --jp-border-color2,
        hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))
      );
      --xr-disabled-color: var(
        --jp-layout-color3,
        hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))
      );
      --xr-background-color: var(
        --jp-layout-color0,
        var(--pst-color-on-background, #111111)
      );
      --xr-background-color-row-even: var(
        --jp-layout-color1,
        hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))
      );
      --xr-background-color-row-odd: var(
        --jp-layout-color2,
        hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))
      );
    }

    .xr-wrap {
      display: block !important;
      min-width: 300px;
      max-width: 700px;
    }

    .xr-text-repr-fallback {
      /* fallback to plain text repr when CSS is not injected (untrusted notebook) */
      display: none;
    }

    .xr-header {
      padding-top: 6px;
      padding-bottom: 6px;
      margin-bottom: 4px;
      border-bottom: solid 1px var(--xr-border-color);
    }

    .xr-header > div,
    .xr-header > ul {
      display: inline;
      margin-top: 0;
      margin-bottom: 0;
    }

    .xr-obj-type,
    .xr-array-name {
      margin-left: 2px;
      margin-right: 10px;
    }

    .xr-obj-type {
      color: var(--xr-font-color2);
    }

    .xr-sections {
      padding-left: 0 !important;
      display: grid;
      grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;
    }

    .xr-section-item {
      display: contents;
    }

    .xr-section-item input {
      display: inline-block;
      opacity: 0;
      height: 0;
    }

    .xr-section-item input + label {
      color: var(--xr-disabled-color);
      border: 2px solid transparent !important;
    }

    .xr-section-item input:enabled + label {
      cursor: pointer;
      color: var(--xr-font-color2);
    }

    .xr-section-item input:focus + label {
      border: 2px solid var(--xr-font-color0) !important;
    }

    .xr-section-item input:enabled + label:hover {
      color: var(--xr-font-color0);
    }

    .xr-section-summary {
      grid-column: 1;
      color: var(--xr-font-color2);
      font-weight: 500;
    }

    .xr-section-summary > span {
      display: inline-block;
      padding-left: 0.5em;
    }

    .xr-section-summary-in:disabled + label {
      color: var(--xr-font-color2);
    }

    .xr-section-summary-in + label:before {
      display: inline-block;
      content: "►";
      font-size: 11px;
      width: 15px;
      text-align: center;
    }

    .xr-section-summary-in:disabled + label:before {
      color: var(--xr-disabled-color);
    }

    .xr-section-summary-in:checked + label:before {
      content: "▼";
    }

    .xr-section-summary-in:checked + label > span {
      display: none;
    }

    .xr-section-summary,
    .xr-section-inline-details {
      padding-top: 4px;
      padding-bottom: 4px;
    }

    .xr-section-inline-details {
      grid-column: 2 / -1;
    }

    .xr-section-details {
      display: none;
      grid-column: 1 / -1;
      margin-bottom: 5px;
    }

    .xr-section-summary-in:checked ~ .xr-section-details {
      display: contents;
    }

    .xr-array-wrap {
      grid-column: 1 / -1;
      display: grid;
      grid-template-columns: 20px auto;
    }

    .xr-array-wrap > label {
      grid-column: 1;
      vertical-align: top;
    }

    .xr-preview {
      color: var(--xr-font-color3);
    }

    .xr-array-preview,
    .xr-array-data {
      padding: 0 5px !important;
      grid-column: 2;
    }

    .xr-array-data,
    .xr-array-in:checked ~ .xr-array-preview {
      display: none;
    }

    .xr-array-in:checked ~ .xr-array-data,
    .xr-array-preview {
      display: inline-block;
    }

    .xr-dim-list {
      display: inline-block !important;
      list-style: none;
      padding: 0 !important;
      margin: 0;
    }

    .xr-dim-list li {
      display: inline-block;
      padding: 0;
      margin: 0;
    }

    .xr-dim-list:before {
      content: "(";
    }

    .xr-dim-list:after {
      content: ")";
    }

    .xr-dim-list li:not(:last-child):after {
      content: ",";
      padding-right: 5px;
    }

    .xr-has-index {
      font-weight: bold;
    }

    .xr-var-list,
    .xr-var-item {
      display: contents;
    }

    .xr-var-item > div,
    .xr-var-item label,
    .xr-var-item > .xr-var-name span {
      background-color: var(--xr-background-color-row-even);
      border-color: var(--xr-background-color-row-odd);
      margin-bottom: 0;
      padding-top: 2px;
    }

    .xr-var-item > .xr-var-name:hover span {
      padding-right: 5px;
    }

    .xr-var-list > li:nth-child(odd) > div,
    .xr-var-list > li:nth-child(odd) > label,
    .xr-var-list > li:nth-child(odd) > .xr-var-name span {
      background-color: var(--xr-background-color-row-odd);
      border-color: var(--xr-background-color-row-even);
    }

    .xr-var-name {
      grid-column: 1;
    }

    .xr-var-dims {
      grid-column: 2;
    }

    .xr-var-dtype {
      grid-column: 3;
      text-align: right;
      color: var(--xr-font-color2);
    }

    .xr-var-preview {
      grid-column: 4;
    }

    .xr-index-preview {
      grid-column: 2 / 5;
      color: var(--xr-font-color2);
    }

    .xr-var-name,
    .xr-var-dims,
    .xr-var-dtype,
    .xr-preview,
    .xr-attrs dt {
      white-space: nowrap;
      overflow: hidden;
      text-overflow: ellipsis;
      padding-right: 10px;
    }

    .xr-var-name:hover,
    .xr-var-dims:hover,
    .xr-var-dtype:hover,
    .xr-attrs dt:hover {
      overflow: visible;
      width: auto;
      z-index: 1;
    }

    .xr-var-attrs,
    .xr-var-data,
    .xr-index-data {
      display: none;
      border-top: 2px dotted var(--xr-background-color);
      padding-bottom: 20px !important;
      padding-top: 10px !important;
    }

    .xr-var-attrs-in + label,
    .xr-var-data-in + label,
    .xr-index-data-in + label {
      padding: 0 1px;
    }

    .xr-var-attrs-in:checked ~ .xr-var-attrs,
    .xr-var-data-in:checked ~ .xr-var-data,
    .xr-index-data-in:checked ~ .xr-index-data {
      display: block;
    }

    .xr-var-data > table {
      float: right;
    }

    .xr-var-data > pre,
    .xr-index-data > pre,
    .xr-var-data > table > tbody > tr {
      background-color: transparent !important;
    }

    .xr-var-name span,
    .xr-var-data,
    .xr-index-name div,
    .xr-index-data,
    .xr-attrs {
      padding-left: 25px !important;
    }

    .xr-attrs,
    .xr-var-attrs,
    .xr-var-data,
    .xr-index-data {
      grid-column: 1 / -1;
    }

    dl.xr-attrs {
      padding: 0;
      margin: 0;
      display: grid;
      grid-template-columns: 125px auto;
    }

    .xr-attrs dt,
    .xr-attrs dd {
      padding: 0;
      margin: 0;
      float: left;
      padding-right: 10px;
      width: auto;
    }

    .xr-attrs dt {
      font-weight: normal;
      grid-column: 1;
    }

    .xr-attrs dt:hover span {
      display: inline-block;
      background: var(--xr-background-color);
      padding-right: 10px;
    }

    .xr-attrs dd {
      grid-column: 2;
      white-space: pre-wrap;
      word-break: break-all;
    }

    .xr-icon-database,
    .xr-icon-file-text2,
    .xr-no-icon {
      display: inline-block;
      vertical-align: middle;
      width: 1em;
      height: 1.5em !important;
      stroke-width: 0;
      stroke: currentColor;
      fill: currentColor;
    }

    .xr-var-attrs-in:checked + label > .xr-icon-file-text2,
    .xr-var-data-in:checked + label > .xr-icon-database,
    .xr-index-data-in:checked + label > .xr-icon-database {
      color: var(--xr-font-color0);
      filter: drop-shadow(1px 1px 5px var(--xr-font-color2));
      stroke-width: 0.8px;
    }
    </style><pre class='xr-text-repr-fallback'>&lt;xarray.DatasetView&gt; Size: 13kB
    Dimensions:                       (index: 2334, layer_depth: 31, nv: 2,
                                       spec_sample: 256, frequency: 6,
                                       n_transmitter: 6, n_receiver: 6,
                                       n_component: 6)
    Coordinates:
      * index                         (index) int32 9kB 0 1 2 3 ... 2331 2332 2333
      * layer_depth                   (layer_depth) float64 248B 2.5 7.5 ... 152.5
      * nv                            (nv) int64 16B 0 1
      * spec_sample                   (spec_sample) int64 2kB 0 1 2 ... 253 254 255
      * frequency                     (frequency) int64 48B 400 1800 ... 140000
      * n_transmitter                 (n_transmitter) int64 48B 0 1 2 3 4 5
      * n_receiver                    (n_receiver) int64 48B 0 1 2 3 4 5
      * n_component                   (n_component) int64 48B 0 1 2 3 4 5
    Data variables: (12/13)
        transmitter_label             (n_transmitter) int64 48B 400 1800 ... 140000
        transmitter_orientation       (n_transmitter) &lt;U1 24B &#x27;z&#x27; &#x27;z&#x27; ... &#x27;z&#x27; &#x27;z&#x27;
        transmitter_actual_frequency  (n_transmitter) int64 48B 381 1829 ... 133400
        transmitter_moment            (n_transmitter) int64 48B 359 187 150 72 49 17
        receiver_label                (n_receiver) &lt;U1 24B &#x27;z&#x27; &#x27;z&#x27; &#x27;x&#x27; &#x27;z&#x27; &#x27;z&#x27; &#x27;z&#x27;
        receiver_orientation          (n_receiver) &lt;U1 24B &#x27;z&#x27; &#x27;z&#x27; &#x27;x&#x27; &#x27;z&#x27; &#x27;z&#x27; &#x27;z&#x27;
        ...                            ...
        component_transmitters        (n_component) int64 48B 400 1800 ... 140000
        component_receivers           (n_component) &lt;U1 24B &#x27;z&#x27; &#x27;z&#x27; &#x27;x&#x27; &#x27;z&#x27; &#x27;z&#x27; &#x27;z&#x27;
        component_txrx_dx             (n_component) float64 48B 7.93 7.95 ... 7.97
        component_txrx_dy             (n_component) int64 48B 0 0 0 0 0 0
        component_txrx_dz             (n_component) int64 48B 0 0 0 0 0 0
        component_orientation         (n_component) &lt;U8 192B &#x27;coplanar&#x27; ... &#x27;copl...
    Attributes:
        type:                     system
        mode:                     airborne
        method:                   electromagnetic
        submethod:                frequency domain
        instrument:               resolve
        name:                     resolve_system
        data_normalized:          True
        output_data_type:         ppm
        reference_frame:          right-handed positive up
        output_sample_frequency:  10</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>resolve_system</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-f149c8df-9dab-4c65-9e0c-82a191c0b8f1' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f149c8df-9dab-4c65-9e0c-82a191c0b8f1' class='xr-section-summary'  title='Expand/collapse section'>Groups: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><div style='display: inline-grid; grid-template-columns: 100%; grid-column: 1 / -1'></div></div></li><li class='xr-section-item'><input id='section-c9129c93-2c68-4bab-96d8-6ddcf5a5b05b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c9129c93-2c68-4bab-96d8-6ddcf5a5b05b' 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'>index</span>: 2334</li><li><span class='xr-has-index'>layer_depth</span>: 31</li><li><span class='xr-has-index'>nv</span>: 2</li><li><span class='xr-has-index'>spec_sample</span>: 256</li><li><span class='xr-has-index'>frequency</span>: 6</li><li><span class='xr-has-index'>n_transmitter</span>: 6</li><li><span class='xr-has-index'>n_receiver</span>: 6</li><li><span class='xr-has-index'>n_component</span>: 6</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-8640df45-5c7e-4cce-8160-926a8431e8e4' class='xr-section-summary-in' type='checkbox'  checked><label for='section-8640df45-5c7e-4cce-8160-926a8431e8e4' 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'>n_transmitter</span></div><div class='xr-var-dims'>(n_transmitter)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5</div><input id='attrs-853036ac-0351-408c-b55b-066d9f538ed8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-853036ac-0351-408c-b55b-066d9f538ed8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6a30b1cb-61a3-45ce-a4fe-3ae70e24d22f' class='xr-var-data-in' type='checkbox'><label for='data-6a30b1cb-61a3-45ce-a4fe-3ae70e24d22f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>n_transmitter</dd><dt><span>long_name :</span></dt><dd>Number of transmitters</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[0. 5.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>n_receiver</span></div><div class='xr-var-dims'>(n_receiver)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5</div><input id='attrs-b79aba89-e79a-4e98-b447-dcce01855000' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b79aba89-e79a-4e98-b447-dcce01855000' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8e1445c8-7303-4218-ba95-71738a5408a2' class='xr-var-data-in' type='checkbox'><label for='data-8e1445c8-7303-4218-ba95-71738a5408a2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>n_receiver</dd><dt><span>long_name :</span></dt><dd>Number of receivers</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[0. 5.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>n_component</span></div><div class='xr-var-dims'>(n_component)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5</div><input id='attrs-21311ed9-13be-4f16-9427-e77c5cec2a13' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-21311ed9-13be-4f16-9427-e77c5cec2a13' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2ef5eaab-4200-4a93-9ae7-150b065903f3' class='xr-var-data-in' type='checkbox'><label for='data-2ef5eaab-4200-4a93-9ae7-150b065903f3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>n_component</dd><dt><span>long_name :</span></dt><dd>Number of components</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[0. 5.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f04def0e-b548-42f2-8e69-47c74ff1d35b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f04def0e-b548-42f2-8e69-47c74ff1d35b' 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>transmitter_label</span></div><div class='xr-var-dims'>(n_transmitter)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>400 1800 3300 8200 40000 140000</div><input id='attrs-7c4d1f55-b410-4f0f-ac29-f1769f92a38a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7c4d1f55-b410-4f0f-ac29-f1769f92a38a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-01202ad0-78be-46a1-9df3-e6ac63253e05' class='xr-var-data-in' type='checkbox'><label for='data-01202ad0-78be-46a1-9df3-e6ac63253e05' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>valid_range :</span></dt><dd>[   400. 140000.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([   400,   1800,   3300,   8200,  40000, 140000])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>transmitter_orientation</span></div><div class='xr-var-dims'>(n_transmitter)</div><div class='xr-var-dtype'>&lt;U1</div><div class='xr-var-preview xr-preview'>&#x27;z&#x27; &#x27;z&#x27; &#x27;x&#x27; &#x27;z&#x27; &#x27;z&#x27; &#x27;z&#x27;</div><input id='attrs-45bfd1ab-94eb-436b-bc6d-15715ea3950d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-45bfd1ab-94eb-436b-bc6d-15715ea3950d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f7f46dbb-a9b2-4c18-a504-a12299912cd0' class='xr-var-data-in' type='checkbox'><label for='data-f7f46dbb-a9b2-4c18-a504-a12299912cd0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;z&#x27;, &#x27;z&#x27;, &#x27;x&#x27;, &#x27;z&#x27;, &#x27;z&#x27;, &#x27;z&#x27;], dtype=&#x27;&lt;U1&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>transmitter_actual_frequency</span></div><div class='xr-var-dims'>(n_transmitter)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>381 1829 3385 8261 40430 133400</div><input id='attrs-24a1d317-5b22-4e1b-8950-05c06cf6d9be' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-24a1d317-5b22-4e1b-8950-05c06cf6d9be' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a32eea2b-42be-4718-931b-32d7c6f59d08' class='xr-var-data-in' type='checkbox'><label for='data-a32eea2b-42be-4718-931b-32d7c6f59d08' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>valid_range :</span></dt><dd>[   381. 133400.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([   381,   1829,   3385,   8261,  40430, 133400])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>transmitter_moment</span></div><div class='xr-var-dims'>(n_transmitter)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>359 187 150 72 49 17</div><input id='attrs-77fbcf32-04a2-4fbd-80fa-bf872b80e291' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-77fbcf32-04a2-4fbd-80fa-bf872b80e291' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cc356a31-4b4f-4a3e-893e-43b0b9b42dfc' class='xr-var-data-in' type='checkbox'><label for='data-cc356a31-4b4f-4a3e-893e-43b0b9b42dfc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>valid_range :</span></dt><dd>[ 17. 359.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([359, 187, 150,  72,  49,  17])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>receiver_label</span></div><div class='xr-var-dims'>(n_receiver)</div><div class='xr-var-dtype'>&lt;U1</div><div class='xr-var-preview xr-preview'>&#x27;z&#x27; &#x27;z&#x27; &#x27;x&#x27; &#x27;z&#x27; &#x27;z&#x27; &#x27;z&#x27;</div><input id='attrs-81462d38-2cfd-4479-9f96-597568db521a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-81462d38-2cfd-4479-9f96-597568db521a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1c023a59-b261-448a-8b93-3f41755de07f' class='xr-var-data-in' type='checkbox'><label for='data-1c023a59-b261-448a-8b93-3f41755de07f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;z&#x27;, &#x27;z&#x27;, &#x27;x&#x27;, &#x27;z&#x27;, &#x27;z&#x27;, &#x27;z&#x27;], dtype=&#x27;&lt;U1&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>receiver_orientation</span></div><div class='xr-var-dims'>(n_receiver)</div><div class='xr-var-dtype'>&lt;U1</div><div class='xr-var-preview xr-preview'>&#x27;z&#x27; &#x27;z&#x27; &#x27;x&#x27; &#x27;z&#x27; &#x27;z&#x27; &#x27;z&#x27;</div><input id='attrs-80641cde-80e2-4c1e-857b-8a3c63e495ce' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-80641cde-80e2-4c1e-857b-8a3c63e495ce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c8c8909f-66ff-469c-ac16-5748f1c148d7' class='xr-var-data-in' type='checkbox'><label for='data-c8c8909f-66ff-469c-ac16-5748f1c148d7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;z&#x27;, &#x27;z&#x27;, &#x27;x&#x27;, &#x27;z&#x27;, &#x27;z&#x27;, &#x27;z&#x27;], dtype=&#x27;&lt;U1&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>component_label</span></div><div class='xr-var-dims'>(n_component)</div><div class='xr-var-dtype'>&lt;U8</div><div class='xr-var-preview xr-preview'>&#x27;400_z&#x27; &#x27;1800_z&#x27; ... &#x27;140000_z&#x27;</div><input id='attrs-52e631de-f81d-4064-9fce-3b2bb0b60529' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-52e631de-f81d-4064-9fce-3b2bb0b60529' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e51de3f3-4f00-4c0f-8225-29a3598d89de' class='xr-var-data-in' type='checkbox'><label for='data-e51de3f3-4f00-4c0f-8225-29a3598d89de' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;400_z&#x27;, &#x27;1800_z&#x27;, &#x27;3300_x&#x27;, &#x27;8200_z&#x27;, &#x27;40000_z&#x27;, &#x27;140000_z&#x27;],
          dtype=&#x27;&lt;U8&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>component_transmitters</span></div><div class='xr-var-dims'>(n_component)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>400 1800 3300 8200 40000 140000</div><input id='attrs-f8147b20-72c8-4f7e-a447-9d8bb2f91867' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f8147b20-72c8-4f7e-a447-9d8bb2f91867' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6fbf6a5a-c2b3-4ed1-8ce8-6dd537c1c4a3' class='xr-var-data-in' type='checkbox'><label for='data-6fbf6a5a-c2b3-4ed1-8ce8-6dd537c1c4a3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>valid_range :</span></dt><dd>[   400. 140000.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([   400,   1800,   3300,   8200,  40000, 140000])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>component_receivers</span></div><div class='xr-var-dims'>(n_component)</div><div class='xr-var-dtype'>&lt;U1</div><div class='xr-var-preview xr-preview'>&#x27;z&#x27; &#x27;z&#x27; &#x27;x&#x27; &#x27;z&#x27; &#x27;z&#x27; &#x27;z&#x27;</div><input id='attrs-79f18709-2dda-4645-9e24-e32ba1092d2d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-79f18709-2dda-4645-9e24-e32ba1092d2d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c7dc4958-a0d7-42ae-ade6-a3b8c6a91ba7' class='xr-var-data-in' type='checkbox'><label for='data-c7dc4958-a0d7-42ae-ade6-a3b8c6a91ba7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;z&#x27;, &#x27;z&#x27;, &#x27;x&#x27;, &#x27;z&#x27;, &#x27;z&#x27;, &#x27;z&#x27;], dtype=&#x27;&lt;U1&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>component_txrx_dx</span></div><div class='xr-var-dims'>(n_component)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>7.93 7.95 9.06 7.93 7.92 7.97</div><input id='attrs-19f401e9-a1bd-412f-9030-63c8161f604b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-19f401e9-a1bd-412f-9030-63c8161f604b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e6d84c3f-5e78-4ce7-a2cc-fb7ddc47bed2' class='xr-var-data-in' type='checkbox'><label for='data-e6d84c3f-5e78-4ce7-a2cc-fb7ddc47bed2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>valid_range :</span></dt><dd>[7.92 9.06]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([7.93, 7.95, 9.06, 7.93, 7.92, 7.97])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>component_txrx_dy</span></div><div class='xr-var-dims'>(n_component)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 0 0 0 0 0</div><input id='attrs-28eb0242-0047-4aa5-8b1a-2a862e5945a0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-28eb0242-0047-4aa5-8b1a-2a862e5945a0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5a804740-4358-4934-b261-a989efab16fb' class='xr-var-data-in' type='checkbox'><label for='data-5a804740-4358-4934-b261-a989efab16fb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>valid_range :</span></dt><dd>[0. 0.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([0, 0, 0, 0, 0, 0])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>component_txrx_dz</span></div><div class='xr-var-dims'>(n_component)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 0 0 0 0 0</div><input id='attrs-4d95a428-739d-4d1d-b67b-d4a9261ccce5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4d95a428-739d-4d1d-b67b-d4a9261ccce5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a610305-5ddb-4f01-b2ed-fa5a3a36275c' class='xr-var-data-in' type='checkbox'><label for='data-8a610305-5ddb-4f01-b2ed-fa5a3a36275c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>valid_range :</span></dt><dd>[0. 0.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([0, 0, 0, 0, 0, 0])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>component_orientation</span></div><div class='xr-var-dims'>(n_component)</div><div class='xr-var-dtype'>&lt;U8</div><div class='xr-var-preview xr-preview'>&#x27;coplanar&#x27; ... &#x27;coplanar&#x27;</div><input id='attrs-d591c5ab-3946-4be9-a0f8-917771640c68' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d591c5ab-3946-4be9-a0f8-917771640c68' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0c24d7f7-349f-4b67-b629-ab923e84f393' class='xr-var-data-in' type='checkbox'><label for='data-0c24d7f7-349f-4b67-b629-ab923e84f393' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;coplanar&#x27;, &#x27;coplanar&#x27;, &#x27;coaxial&#x27;, &#x27;coplanar&#x27;, &#x27;coplanar&#x27;,
           &#x27;coplanar&#x27;], dtype=&#x27;&lt;U8&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-df5b24d1-1df4-4041-92df-f1a51ac78435' class='xr-section-summary-in' type='checkbox'  ><label for='section-df5b24d1-1df4-4041-92df-f1a51ac78435' class='xr-section-summary' >Attributes: <span>(10)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>system</dd><dt><span>mode :</span></dt><dd>airborne</dd><dt><span>method :</span></dt><dd>electromagnetic</dd><dt><span>submethod :</span></dt><dd>frequency domain</dd><dt><span>instrument :</span></dt><dd>resolve</dd><dt><span>name :</span></dt><dd>resolve_system</dd><dt><span>data_normalized :</span></dt><dd>True</dd><dt><span>output_data_type :</span></dt><dd>ppm</dd><dt><span>reference_frame :</span></dt><dd>right-handed positive up</dd><dt><span>output_sample_frequency :</span></dt><dd>10</dd></dl></div></li></ul></div></div></div></div><div style='display: inline-grid; grid-template-columns: 0px 20px auto; width: 100%;'><div style='grid-column-start: 1;border-right: 0.2em solid;border-color: var(--xr-border-color);height: 100%;width: 0px;'></div><div style='grid-column-start: 2;grid-row-start: 1;height: 1em;width: 20px;border-bottom: 0.2em solid;border-color: var(--xr-border-color);'></div><div style='grid-column-start: 3;'><div><svg style="position: absolute; width: 0; height: 0; overflow: hidden">
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    </style><pre class='xr-text-repr-fallback'>&lt;xarray.DatasetView&gt; Size: 12kB
    Dimensions:      (index: 2334, layer_depth: 31, nv: 2, spec_sample: 256,
                      frequency: 6)
    Coordinates:
      * index        (index) int32 9kB 0 1 2 3 4 5 ... 2328 2329 2330 2331 2332 2333
      * layer_depth  (layer_depth) float64 248B 2.5 7.5 12.5 ... 142.5 147.5 152.5
      * nv           (nv) int64 16B 0 1
      * spec_sample  (spec_sample) int64 2kB 0 1 2 3 4 5 ... 250 251 252 253 254 255
      * frequency    (frequency) int64 48B 400 1800 3300 8200 40000 140000
    Data variables:
        *empty*
    Attributes:
        type:              system
        mode:              airborne
        method:            magnetic
        submethod:         total field
        instrument:        cesium vapour
        name:              magnetic_system
        sample_frequency:  10.0
        sensitivity:       0.001</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>magnetic_system</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-c89f136f-263d-4d9e-8946-bf054cc1e5d5' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c89f136f-263d-4d9e-8946-bf054cc1e5d5' class='xr-section-summary'  title='Expand/collapse section'>Groups: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><div style='display: inline-grid; grid-template-columns: 100%; grid-column: 1 / -1'></div></div></li><li class='xr-section-item'><input id='section-7a08743a-2a56-4c48-8846-a4e8ac808229' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7a08743a-2a56-4c48-8846-a4e8ac808229' 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'>index</span>: 2334</li><li><span class='xr-has-index'>layer_depth</span>: 31</li><li><span class='xr-has-index'>nv</span>: 2</li><li><span class='xr-has-index'>spec_sample</span>: 256</li><li><span class='xr-has-index'>frequency</span>: 6</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-9e41bad7-3d88-4d8e-b905-7773cb24bdc5' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-9e41bad7-3d88-4d8e-b905-7773cb24bdc5' class='xr-section-summary'  title='Expand/collapse section'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-2859b894-4cc0-4207-b142-720b4f87ed5a' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-2859b894-4cc0-4207-b142-720b4f87ed5a' class='xr-section-summary'  title='Expand/collapse section'>Data variables: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-e7d8b64f-47a5-4ab2-bb40-215d7792ff08' class='xr-section-summary-in' type='checkbox'  checked><label for='section-e7d8b64f-47a5-4ab2-bb40-215d7792ff08' class='xr-section-summary' >Attributes: <span>(8)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>system</dd><dt><span>mode :</span></dt><dd>airborne</dd><dt><span>method :</span></dt><dd>magnetic</dd><dt><span>submethod :</span></dt><dd>total field</dd><dt><span>instrument :</span></dt><dd>cesium vapour</dd><dt><span>name :</span></dt><dd>magnetic_system</dd><dt><span>sample_frequency :</span></dt><dd>10.0</dd><dt><span>sensitivity :</span></dt><dd>0.001</dd></dl></div></li></ul></div></div></div></div><div style='display: inline-grid; grid-template-columns: 0px 20px auto; width: 100%;'><div style='grid-column-start: 1;border-right: 0.2em solid;border-color: var(--xr-border-color);height: 1.2em;width: 0px;'></div><div style='grid-column-start: 2;grid-row-start: 1;height: 1em;width: 20px;border-bottom: 0.2em solid;border-color: var(--xr-border-color);'></div><div style='grid-column-start: 3;'><div><svg style="position: absolute; width: 0; height: 0; overflow: hidden">
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      border-color: var(--xr-background-color-row-even);
    }

    .xr-var-name {
      grid-column: 1;
    }

    .xr-var-dims {
      grid-column: 2;
    }

    .xr-var-dtype {
      grid-column: 3;
      text-align: right;
      color: var(--xr-font-color2);
    }

    .xr-var-preview {
      grid-column: 4;
    }

    .xr-index-preview {
      grid-column: 2 / 5;
      color: var(--xr-font-color2);
    }

    .xr-var-name,
    .xr-var-dims,
    .xr-var-dtype,
    .xr-preview,
    .xr-attrs dt {
      white-space: nowrap;
      overflow: hidden;
      text-overflow: ellipsis;
      padding-right: 10px;
    }

    .xr-var-name:hover,
    .xr-var-dims:hover,
    .xr-var-dtype:hover,
    .xr-attrs dt:hover {
      overflow: visible;
      width: auto;
      z-index: 1;
    }

    .xr-var-attrs,
    .xr-var-data,
    .xr-index-data {
      display: none;
      border-top: 2px dotted var(--xr-background-color);
      padding-bottom: 20px !important;
      padding-top: 10px !important;
    }

    .xr-var-attrs-in + label,
    .xr-var-data-in + label,
    .xr-index-data-in + label {
      padding: 0 1px;
    }

    .xr-var-attrs-in:checked ~ .xr-var-attrs,
    .xr-var-data-in:checked ~ .xr-var-data,
    .xr-index-data-in:checked ~ .xr-index-data {
      display: block;
    }

    .xr-var-data > table {
      float: right;
    }

    .xr-var-data > pre,
    .xr-index-data > pre,
    .xr-var-data > table > tbody > tr {
      background-color: transparent !important;
    }

    .xr-var-name span,
    .xr-var-data,
    .xr-index-name div,
    .xr-index-data,
    .xr-attrs {
      padding-left: 25px !important;
    }

    .xr-attrs,
    .xr-var-attrs,
    .xr-var-data,
    .xr-index-data {
      grid-column: 1 / -1;
    }

    dl.xr-attrs {
      padding: 0;
      margin: 0;
      display: grid;
      grid-template-columns: 125px auto;
    }

    .xr-attrs dt,
    .xr-attrs dd {
      padding: 0;
      margin: 0;
      float: left;
      padding-right: 10px;
      width: auto;
    }

    .xr-attrs dt {
      font-weight: normal;
      grid-column: 1;
    }

    .xr-attrs dt:hover span {
      display: inline-block;
      background: var(--xr-background-color);
      padding-right: 10px;
    }

    .xr-attrs dd {
      grid-column: 2;
      white-space: pre-wrap;
      word-break: break-all;
    }

    .xr-icon-database,
    .xr-icon-file-text2,
    .xr-no-icon {
      display: inline-block;
      vertical-align: middle;
      width: 1em;
      height: 1.5em !important;
      stroke-width: 0;
      stroke: currentColor;
      fill: currentColor;
    }

    .xr-var-attrs-in:checked + label > .xr-icon-file-text2,
    .xr-var-data-in:checked + label > .xr-icon-database,
    .xr-index-data-in:checked + label > .xr-icon-database {
      color: var(--xr-font-color0);
      filter: drop-shadow(1px 1px 5px var(--xr-font-color2));
      stroke-width: 0.8px;
    }
    </style><pre class='xr-text-repr-fallback'>&lt;xarray.DatasetView&gt; Size: 12kB
    Dimensions:      (index: 2334, layer_depth: 31, nv: 2, spec_sample: 256,
                      frequency: 6)
    Coordinates:
      * index        (index) int32 9kB 0 1 2 3 4 5 ... 2328 2329 2330 2331 2332 2333
      * layer_depth  (layer_depth) float64 248B 2.5 7.5 12.5 ... 142.5 147.5 152.5
      * nv           (nv) int64 16B 0 1
      * spec_sample  (spec_sample) int64 2kB 0 1 2 3 4 5 ... 250 251 252 253 254 255
      * frequency    (frequency) int64 48B 400 1800 3300 8200 40000 140000
    Data variables:
        *empty*
    Attributes:
        type:              system
        mode:              airborne
        method:            radiometric
        submethod:         not_defined
        instrument:        not_defined
        name:              radiometric_system
        crystal_type:      NaI
        sample_frequency:  1.0
        downward_volume:   16.8
        upward_volume:     4.2</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>radiometric_system</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-3aae2651-c300-447b-b4ac-23ab38d8de69' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-3aae2651-c300-447b-b4ac-23ab38d8de69' class='xr-section-summary'  title='Expand/collapse section'>Groups: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><div style='display: inline-grid; grid-template-columns: 100%; grid-column: 1 / -1'></div></div></li><li class='xr-section-item'><input id='section-4d97c032-ec58-4569-8df2-0b708dc71dcf' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-4d97c032-ec58-4569-8df2-0b708dc71dcf' 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'>index</span>: 2334</li><li><span class='xr-has-index'>layer_depth</span>: 31</li><li><span class='xr-has-index'>nv</span>: 2</li><li><span class='xr-has-index'>spec_sample</span>: 256</li><li><span class='xr-has-index'>frequency</span>: 6</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-6822b76d-da1d-402c-a0ef-1f84e584ae3a' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-6822b76d-da1d-402c-a0ef-1f84e584ae3a' class='xr-section-summary'  title='Expand/collapse section'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-4cf08ba7-7f4c-498c-9748-2f80f4a17688' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-4cf08ba7-7f4c-498c-9748-2f80f4a17688' class='xr-section-summary'  title='Expand/collapse section'>Data variables: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-77c0dcb5-fcb3-4c9a-aae7-6c52b7e33f21' class='xr-section-summary-in' type='checkbox'  ><label for='section-77c0dcb5-fcb3-4c9a-aae7-6c52b7e33f21' class='xr-section-summary' >Attributes: <span>(10)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>system</dd><dt><span>mode :</span></dt><dd>airborne</dd><dt><span>method :</span></dt><dd>radiometric</dd><dt><span>submethod :</span></dt><dd>not_defined</dd><dt><span>instrument :</span></dt><dd>not_defined</dd><dt><span>name :</span></dt><dd>radiometric_system</dd><dt><span>crystal_type :</span></dt><dd>NaI</dd><dt><span>sample_frequency :</span></dt><dd>1.0</dd><dt><span>downward_volume :</span></dt><dd>16.8</dd><dt><span>upward_volume :</span></dt><dd>4.2</dd></dl></div></li></ul></div></div></div></div></div></div></li><li class='xr-section-item'><input id='section-aa610a9e-bff8-4d6f-9a1e-4280bca25086' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-aa610a9e-bff8-4d6f-9a1e-4280bca25086' 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'>index</span>: 2334</li><li><span class='xr-has-index'>layer_depth</span>: 31</li><li><span class='xr-has-index'>nv</span>: 2</li><li><span class='xr-has-index'>spec_sample</span>: 256</li><li><span class='xr-has-index'>frequency</span>: 6</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-14467014-4399-4217-b084-b38ea42887e5' class='xr-section-summary-in' type='checkbox'  checked><label for='section-14467014-4399-4217-b084-b38ea42887e5' class='xr-section-summary' >Coordinates: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>spatial_ref</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0</div><input id='attrs-9dec9906-01c1-4b4f-b554-bee94beee66e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9dec9906-01c1-4b4f-b554-bee94beee66e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a9f28e28-1eab-4142-a1c6-f370380bff75' class='xr-var-data-in' type='checkbox'><label for='data-a9f28e28-1eab-4142-a1c6-f370380bff75' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>crs_wkt :</span></dt><dd>PROJCRS[&quot;NAD83 / Conus Albers&quot;,BASEGEOGCRS[&quot;NAD83&quot;,DATUM[&quot;North American Datum 1983&quot;,ELLIPSOID[&quot;GRS 1980&quot;,6378137,298.257222101,LENGTHUNIT[&quot;metre&quot;,1]]],PRIMEM[&quot;Greenwich&quot;,0,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],ID[&quot;EPSG&quot;,4269]],CONVERSION[&quot;Conus Albers&quot;,METHOD[&quot;Albers Equal Area&quot;,ID[&quot;EPSG&quot;,9822]],PARAMETER[&quot;Latitude of false origin&quot;,23,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8821]],PARAMETER[&quot;Longitude of false origin&quot;,-96,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8822]],PARAMETER[&quot;Latitude of 1st standard parallel&quot;,29.5,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8823]],PARAMETER[&quot;Latitude of 2nd standard parallel&quot;,45.5,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8824]],PARAMETER[&quot;Easting at false origin&quot;,0,LENGTHUNIT[&quot;metre&quot;,1],ID[&quot;EPSG&quot;,8826]],PARAMETER[&quot;Northing at false origin&quot;,0,LENGTHUNIT[&quot;metre&quot;,1],ID[&quot;EPSG&quot;,8827]]],CS[Cartesian,2],AXIS[&quot;easting (X)&quot;,east,ORDER[1],LENGTHUNIT[&quot;metre&quot;,1]],AXIS[&quot;northing (Y)&quot;,north,ORDER[2],LENGTHUNIT[&quot;metre&quot;,1]],USAGE[SCOPE[&quot;Data analysis and small scale data presentation for contiguous lower 48 states.&quot;],AREA[&quot;United States (USA) - CONUS onshore - Alabama; Arizona; Arkansas; California; Colorado; Connecticut; Delaware; Florida; Georgia; Idaho; Illinois; Indiana; Iowa; Kansas; Kentucky; Louisiana; Maine; Maryland; Massachusetts; Michigan; Minnesota; Mississippi; Missouri; Montana; Nebraska; Nevada; New Hampshire; New Jersey; New Mexico; New York; North Carolina; North Dakota; Ohio; Oklahoma; Oregon; Pennsylvania; Rhode Island; South Carolina; South Dakota; Tennessee; Texas; Utah; Vermont; Virginia; Washington; West Virginia; Wisconsin; Wyoming.&quot;],BBOX[24.41,-124.79,49.38,-66.91]],ID[&quot;EPSG&quot;,5070]]</dd><dt><span>semi_major_axis :</span></dt><dd>6378137.0</dd><dt><span>semi_minor_axis :</span></dt><dd>6356752.314140356</dd><dt><span>inverse_flattening :</span></dt><dd>298.257222101</dd><dt><span>reference_ellipsoid_name :</span></dt><dd>GRS 1980</dd><dt><span>longitude_of_prime_meridian :</span></dt><dd>0.0</dd><dt><span>prime_meridian_name :</span></dt><dd>Greenwich</dd><dt><span>geographic_crs_name :</span></dt><dd>NAD83</dd><dt><span>horizontal_datum_name :</span></dt><dd>North American Datum 1983</dd><dt><span>projected_crs_name :</span></dt><dd>NAD83 / Conus Albers</dd><dt><span>grid_mapping_name :</span></dt><dd>albers_conical_equal_area</dd><dt><span>standard_parallel :</span></dt><dd>(29.5, 45.5)</dd><dt><span>latitude_of_projection_origin :</span></dt><dd>23.0</dd><dt><span>longitude_of_central_meridian :</span></dt><dd>-96.0</dd><dt><span>false_easting :</span></dt><dd>0.0</dd><dt><span>false_northing :</span></dt><dd>0.0</dd><dt><span>authority :</span></dt><dd>EPSG</dd><dt><span>wkid :</span></dt><dd>5070</dd></dl></div><div class='xr-var-data'><pre>array(0.)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>index</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 ... 2330 2331 2332 2333</div><input id='attrs-dba10486-05e0-4016-ae6c-f693895aa88d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dba10486-05e0-4016-ae6c-f693895aa88d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-308864fa-bfc3-4554-be38-384d91a46cd0' class='xr-var-data-in' type='checkbox'><label for='data-308864fa-bfc3-4554-be38-384d91a46cd0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>index</dd><dt><span>long_name :</span></dt><dd>Index of individual data points</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[   0. 2333.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([   0,    1,    2, ..., 2331, 2332, 2333], shape=(2334,), dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>layer_depth</span></div><div class='xr-var-dims'>(layer_depth)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.5 7.5 12.5 ... 142.5 147.5 152.5</div><input id='attrs-140803f3-f888-46b8-8964-3564f23594cf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-140803f3-f888-46b8-8964-3564f23594cf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-33bb9752-3578-4c0f-b89f-d799ac9f1c8c' class='xr-var-data-in' type='checkbox'><label for='data-33bb9752-3578-4c0f-b89f-d799ac9f1c8c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>layer_depth</dd><dt><span>long_name :</span></dt><dd>layer depth below surface</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>axis :</span></dt><dd>Z</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>datum :</span></dt><dd>ground surface</dd><dt><span>valid_range :</span></dt><dd>[  2.5 152.5]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd><dt><span>bounds :</span></dt><dd>layer_depth_bnds</dd></dl></div><div class='xr-var-data'><pre>array([  2.5,   7.5,  12.5,  17.5,  22.5,  27.5,  32.5,  37.5,  42.5,  47.5,
            52.5,  57.5,  62.5,  67.5,  72.5,  77.5,  82.5,  87.5,  92.5,  97.5,
           102.5, 107.5, 112.5, 117.5, 122.5, 127.5, 132.5, 137.5, 142.5, 147.5,
           152.5])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>nv</span></div><div class='xr-var-dims'>(nv)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1</div><input id='attrs-4662ddcb-0976-4407-bed9-cf852c41fde8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4662ddcb-0976-4407-bed9-cf852c41fde8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-37f167ba-eb64-49ea-ba23-c96de770a6d8' class='xr-var-data-in' type='checkbox'><label for='data-37f167ba-eb64-49ea-ba23-c96de770a6d8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>nv</dd><dt><span>long_name :</span></dt><dd>Number of vertices for bounding variables</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[0. 1.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([0, 1])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>5.351e+05 5.341e+05 ... 5.315e+05</div><input id='attrs-d75dd37d-7957-4026-ad0c-a8ca6ed08a35' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d75dd37d-7957-4026-ad0c-a8ca6ed08a35' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bf09c3a9-0403-41fb-b0d6-1af3496ebbb2' class='xr-var-data-in' type='checkbox'><label for='data-bf09c3a9-0403-41fb-b0d6-1af3496ebbb2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>projection_x_coordinate</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>axis :</span></dt><dd>X</dd><dt><span>valid_range :</span></dt><dd>[502331.75812369 535809.16856917]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([535068.1747436 , 534099.04807225, 533039.85297786, ...,
           531466.7762323 , 531463.94038178, 531470.81665667], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.205e+06 1.205e+06 ... 1.205e+06</div><input id='attrs-6b99f4ad-b592-4321-b3d8-6586f0e53be6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6b99f4ad-b592-4321-b3d8-6586f0e53be6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-67bec5d9-88a7-4d7a-98b9-b9e61f1e892b' class='xr-var-data-in' type='checkbox'><label for='data-67bec5d9-88a7-4d7a-98b9-b9e61f1e892b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>projection_y_coordinate</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>axis :</span></dt><dd>Y</dd><dt><span>valid_range :</span></dt><dd>[1176603.08105386 1204931.17855185]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([1204779.83194319, 1204783.71034805, 1204785.24547685, ...,
           1202779.88422738, 1203898.77472973, 1204931.17855185],
          shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>z</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>42.82 43.96 42.74 ... 42.73 43.3</div><input id='attrs-dbcced56-5e49-4985-907a-34e366d05afa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dbcced56-5e49-4985-907a-34e366d05afa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5a5afde3-982c-4b51-b306-0c03631e7c4b' class='xr-var-data-in' type='checkbox'><label for='data-5a5afde3-982c-4b51-b306-0c03631e7c4b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long_name :</span></dt><dd>Digital terrain model, ground surface elevation</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>axis :</span></dt><dd>Z</dd><dt><span>positive :</span></dt><dd>up</dd><dt><span>datum :</span></dt><dd>referenced to mean sea level - Earth Gravitational Model (EGM96)</dd><dt><span>valid_range :</span></dt><dd>[35.96390714 45.32104413]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([42.82436507, 43.96287418, 42.74254809, ..., 41.38808285,
           42.7270845 , 43.29785866], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>spec_sample</span></div><div class='xr-var-dims'>(spec_sample)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 ... 251 252 253 254 255</div><input id='attrs-0948d30e-eaec-4c17-8bd0-676876fa7af0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0948d30e-eaec-4c17-8bd0-676876fa7af0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d66d744d-01af-454b-88f4-adfb4209f5c0' class='xr-var-data-in' type='checkbox'><label for='data-d66d744d-01af-454b-88f4-adfb4209f5c0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>spec_sample</dd><dt><span>long_name :</span></dt><dd>radiometric sample</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[  0. 255.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([  0,   1,   2, ..., 253, 254, 255], shape=(256,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>frequency</span></div><div class='xr-var-dims'>(frequency)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>400 1800 3300 8200 40000 140000</div><input id='attrs-44c21dca-657d-486d-a71f-8877f2be2c03' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-44c21dca-657d-486d-a71f-8877f2be2c03' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bcca7b9f-2368-48ab-ae0a-f6f9dab96934' class='xr-var-data-in' type='checkbox'><label for='data-bcca7b9f-2368-48ab-ae0a-f6f9dab96934' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>frequency</dd><dt><span>long_name :</span></dt><dd>nominal measurement frequency</dd><dt><span>units :</span></dt><dd>Hz</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[   400. 140000.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([   400,   1800,   3300,   8200,  40000, 140000])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-cb2cc4bb-81a9-4d7e-8fc2-da9805b1783a' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-cb2cc4bb-81a9-4d7e-8fc2-da9805b1783a' class='xr-section-summary'  title='Expand/collapse section'>Inherited coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-61786c9d-e1ee-42d3-ad87-eebf5c0480b4' class='xr-section-summary-in' type='checkbox'  ><label for='section-61786c9d-e1ee-42d3-ad87-eebf5c0480b4' class='xr-section-summary' >Data variables: <span>(79)</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>layer_depth_bnds</span></div><div class='xr-var-dims'>(layer_depth, nv)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 5.0 5.0 ... 150.0 150.0 155.0</div><input id='attrs-a43e172a-30e6-49e2-9465-5147cacf53b2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a43e172a-30e6-49e2-9465-5147cacf53b2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cc51d7b9-0a51-416c-b215-e6a7e6725f4f' class='xr-var-data-in' type='checkbox'><label for='data-cc51d7b9-0a51-416c-b215-e6a7e6725f4f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>layer_depth_bounds</dd><dt><span>long_name :</span></dt><dd>layer depth below surface cell boundaries</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>axis :</span></dt><dd>Z</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>datum :</span></dt><dd>ground surface</dd><dt><span>valid_range :</span></dt><dd>[  0. 155.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[  0.,   5.],
           [  5.,  10.],
           [ 10.,  15.],
           [ 15.,  20.],
           [ 20.,  25.],
           [ 25.,  30.],
           [ 30.,  35.],
           [ 35.,  40.],
           [ 40.,  45.],
           [ 45.,  50.],
           [ 50.,  55.],
           [ 55.,  60.],
           [ 60.,  65.],
           [ 65.,  70.],
           [ 70.,  75.],
           [ 75.,  80.],
           [ 80.,  85.],
           [ 85.,  90.],
           [ 90.,  95.],
           [ 95., 100.],
           [100., 105.],
           [105., 110.],
           [110., 115.],
           [115., 120.],
           [120., 125.],
           [125., 130.],
           [130., 135.],
           [135., 140.],
           [140., 145.],
           [145., 150.],
           [150., 155.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>line</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>10010 10010 10010 ... 19020 19020</div><input id='attrs-8fcad700-2816-4054-836f-bcedf9d5be42' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8fcad700-2816-4054-836f-bcedf9d5be42' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8f4b0472-d622-4366-9fb5-7909aef53c26' class='xr-var-data-in' type='checkbox'><label for='data-8f4b0472-d622-4366-9fb5-7909aef53c26' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>line</dd><dt><span>long_name :</span></dt><dd>Line Number</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>-9999</dd><dt><span>dtype :</span></dt><dd>int32</dd><dt><span>valid_range :</span></dt><dd>[10010 19020]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([10010, 10010, 10010, ..., 19020, 19020, 19020],
          shape=(2334,), dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>date</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>20180302 20180302 ... 20180226</div><input id='attrs-232f224c-5fcf-41a2-9a7d-4c7556b838c8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-232f224c-5fcf-41a2-9a7d-4c7556b838c8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ac43a0fe-0759-4210-a6db-3a9097431681' class='xr-var-data-in' type='checkbox'><label for='data-ac43a0fe-0759-4210-a6db-3a9097431681' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[20180226. 20180304.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([20180302, 20180302, 20180302, ..., 20180226, 20180226, 20180226],
          shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>utc_time</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.92e+05 1.92e+05 ... 1.741e+05</div><input id='attrs-4851596d-1d51-43d6-80b7-16a2effd5466' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4851596d-1d51-43d6-80b7-16a2effd5466' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-28038f26-3561-4702-abd6-74c7e1add1e3' class='xr-var-data-in' type='checkbox'><label for='data-28038f26-3561-4702-abd6-74c7e1add1e3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[141403.      231021.40625]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([192001.796875, 192031.796875, 192101.796875, ..., 174024.5     ,
           174054.5     , 174124.5     ], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>flight</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>28022 28022 28022 ... 28011 28011</div><input id='attrs-7322ad55-ecbb-4f84-8abe-a226f25425fa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7322ad55-ecbb-4f84-8abe-a226f25425fa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-31ee3f25-a21f-4020-bee8-e3eb02bcfa7f' class='xr-var-data-in' type='checkbox'><label for='data-31ee3f25-a21f-4020-bee8-e3eb02bcfa7f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[28011. 28031.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([28022, 28022, 28022, ..., 28011, 28011, 28011], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>fiducial</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>969.8 999.8 ... 2.49e+03 2.52e+03</div><input id='attrs-de2860dc-c13a-49d7-bc63-4eef125804b0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-de2860dc-c13a-49d7-bc63-4eef125804b0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-52019eec-b285-4dc2-a5d1-d14628ed4eb5' class='xr-var-data-in' type='checkbox'><label for='data-52019eec-b285-4dc2-a5d1-d14628ed4eb5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 602.7 9336.8]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([ 969.8,  999.8, 1029.8, ..., 2459.5, 2489.5, 2519.5], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_ext</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>14.67 14.6 14.49 ... 14.77 14.68</div><input id='attrs-3aa7ee9d-cae9-4afb-8e51-a7c4d824cac6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3aa7ee9d-cae9-4afb-8e51-a7c4d824cac6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a607c659-9838-4902-8637-3f55f3baa5c1' class='xr-var-data-in' type='checkbox'><label for='data-a607c659-9838-4902-8637-3f55f3baa5c1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 9.4723444  22.99975777]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([14.66798401, 14.60447502, 14.49257851, ..., 14.9008503 ,
           14.76778412, 14.68008137], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>kpa</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>102.1 101.9 101.9 ... 101.8 101.9</div><input id='attrs-d86f3d34-d9b0-4768-b59d-2804a4b5e744' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d86f3d34-d9b0-4768-b59d-2804a4b5e744' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d38f86d1-3b87-4c7e-8178-38feacb4be09' class='xr-var-data-in' type='checkbox'><label for='data-d38f86d1-3b87-4c7e-8178-38feacb4be09' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[100.61631775 102.38294983]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([102.11507416, 101.86075592, 101.9489212 , ..., 101.87093353,
           101.84719849, 101.85397339], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x_wgs84_albers</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>5.351e+05 5.341e+05 ... 5.315e+05</div><input id='attrs-272f58f0-ea11-47f4-afe8-5b805a683538' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-272f58f0-ea11-47f4-afe8-5b805a683538' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-89daeafe-7269-4e9c-ae0b-bef3f102bfba' class='xr-var-data-in' type='checkbox'><label for='data-89daeafe-7269-4e9c-ae0b-bef3f102bfba' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>axis :</span></dt><dd>x</dd><dt><span>valid_range :</span></dt><dd>[502331.75812369 535809.16856917]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([535068.1747436 , 534099.04807225, 533039.85297786, ...,
           531466.7762323 , 531463.94038178, 531470.81665667], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y_wgs84_albers</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.205e+06 1.205e+06 ... 1.205e+06</div><input id='attrs-0b7efc0d-6358-4244-afcf-84796e97b11a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0b7efc0d-6358-4244-afcf-84796e97b11a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2a9bc90f-ce39-4d65-8809-416334b8692c' class='xr-var-data-in' type='checkbox'><label for='data-2a9bc90f-ce39-4d65-8809-416334b8692c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>axis :</span></dt><dd>y</dd><dt><span>valid_range :</span></dt><dd>[1176603.08105386 1204931.17855185]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([1204779.83194319, 1204783.71034805, 1204785.24547685, ...,
           1202779.88422738, 1203898.77472973, 1204931.17855185],
          shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x_wgs84_utmz15n</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>7.613e+05 7.603e+05 ... 7.577e+05</div><input id='attrs-aa0e19b7-89e3-4144-a7cb-02693f78b105' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aa0e19b7-89e3-4144-a7cb-02693f78b105' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b33c00a3-324b-4c13-8350-5750bab69029' class='xr-var-data-in' type='checkbox'><label for='data-b33c00a3-324b-4c13-8350-5750bab69029' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[727485.86451539 761855.14614293]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([761302.57742928, 760326.70150673, 759260.04234023, ...,
           757606.64750591, 757642.38460773, 757684.91427797], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y_wgs84_utmz15n</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.739e+06 3.739e+06 ... 3.74e+06</div><input id='attrs-b73d4da8-e103-4225-af24-106974cc15c8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b73d4da8-e103-4225-af24-106974cc15c8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c8e483c7-0983-4dd0-a492-5ba9b6e7ffd2' class='xr-var-data-in' type='checkbox'><label for='data-c8e483c7-0983-4dd0-a492-5ba9b6e7ffd2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[3711572.89008058 3740446.96060501]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([3739349.28718431, 3739385.35020272, 3739422.072459  , ...,
           3737483.67300035, 3738594.45926956, 3739619.05893449],
          shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat_tx</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>33.76 33.76 33.76 ... 33.76 33.77</div><input id='attrs-3a87497f-a5fe-4907-90fa-70fc6b17ce86' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3a87497f-a5fe-4907-90fa-70fc6b17ce86' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6934d401-3a2a-48ac-bcd1-b5b5007b22cc' class='xr-var-data-in' type='checkbox'><label for='data-6934d401-3a2a-48ac-bcd1-b5b5007b22cc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[33.51291222 33.77950773]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([33.7620428 , 33.76260799, 33.76320045, ..., 33.7461416 ,
           33.75613957, 33.76535944], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon_tx</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-90.18 -90.19 ... -90.22 -90.22</div><input id='attrs-cc0b52b1-26fa-4e58-92d6-e8077664fd9e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cc0b52b1-26fa-4e58-92d6-e8077664fd9e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cee10cd6-cc18-449e-a7df-d3e50cfac6b4' class='xr-var-data-in' type='checkbox'><label for='data-cee10cd6-cc18-449e-a7df-d3e50cfac6b4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-90.55011545 -90.17425131]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-90.1787355 , -90.18925023, -90.20074415, ..., -90.21914184,
           -90.21843311, -90.21767598], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat_heli</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>33.76 33.76 33.76 ... 33.76 33.77</div><input id='attrs-f9a42a1c-3f48-4a4b-8c81-ab89138499e4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f9a42a1c-3f48-4a4b-8c81-ab89138499e4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bf2ea992-83b3-41cd-a9c9-510a3f59a567' class='xr-var-data-in' type='checkbox'><label for='data-bf2ea992-83b3-41cd-a9c9-510a3f59a567' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[33.51285539 33.77950479]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([33.76205858, 33.76262704, 33.76320347, ..., 33.74612571,
           33.75614075, 33.76534746], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon_heli</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-90.18 -90.19 ... -90.22 -90.22</div><input id='attrs-4125bc51-49b8-4553-88a5-28db7ecca7aa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4125bc51-49b8-4553-88a5-28db7ecca7aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e78d44a9-6d47-4d83-bc6a-d16aeee07e8b' class='xr-var-data-in' type='checkbox'><label for='data-e78d44a9-6d47-4d83-bc6a-d16aeee07e8b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-90.55019571 -90.17429566]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-90.17871567, -90.18922513, -90.20075314, ..., -90.21915272,
           -90.2184294 , -90.2176732 ], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gpsz_tx</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>78.24 95.75 86.47 ... 78.11 78.11</div><input id='attrs-e8df41de-8f76-40d2-a050-0e95c6b5eb1b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e8df41de-8f76-40d2-a050-0e95c6b5eb1b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b1766731-5e6c-4127-98ff-7dfde53fb5c2' class='xr-var-data-in' type='checkbox'><label for='data-b1766731-5e6c-4127-98ff-7dfde53fb5c2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 60.0019  130.36415]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([78.24184, 95.75388, 86.47094, ..., 73.25285, 78.11425, 78.1095 ],
          shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gpsz_heli</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>109.9 127.0 117.3 ... 108.8 109.5</div><input id='attrs-724038d6-8462-40bf-90b5-591c7c9f060f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-724038d6-8462-40bf-90b5-591c7c9f060f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4898f897-b28f-4fc1-b121-4fc01bbad9b1' class='xr-var-data-in' type='checkbox'><label for='data-4898f897-b28f-4fc1-b121-4fc01bbad9b1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 91.6625  160.66619]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([109.87808, 127.01732, 117.25742, ..., 104.4615 , 108.84075,
           109.47435], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>altlas_tx</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>35.42 51.79 43.73 ... 35.39 34.81</div><input id='attrs-cc03aece-fd22-4509-8258-f253493d4b0d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cc03aece-fd22-4509-8258-f253493d4b0d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6f2a201a-fcaa-4b84-868e-23f3a2800750' class='xr-var-data-in' type='checkbox'><label for='data-6f2a201a-fcaa-4b84-868e-23f3a2800750' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[22.22117874 92.75016502]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([35.41747493, 51.79100582, 43.72839191, ..., 31.86476715,
           35.3871655 , 34.81164134], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>altrad_heli</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>63.66 79.69 70.8 ... 62.75 62.29</div><input id='attrs-db09c1c4-cc63-4c88-94e8-0653d5cd9091' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-db09c1c4-cc63-4c88-94e8-0653d5cd9091' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0772defa-ae64-4993-9fc6-f6a8594f2b90' class='xr-var-data-in' type='checkbox'><label for='data-0772defa-ae64-4993-9fc6-f6a8594f2b90' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 50.74213382 118.2873519 ]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([63.65775932, 79.6895173 , 70.80137176, ..., 59.15246671,
           62.74615008, 62.29057447], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>effective_height</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>60.89 76.04 67.65 ... 59.84 59.43</div><input id='attrs-d394f3d0-50ee-426f-82c2-76a92c2e4372' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d394f3d0-50ee-426f-82c2-76a92c2e4372' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ad9cabd1-2bb9-41d1-a827-fa54b5fd7be5' class='xr-var-data-in' type='checkbox'><label for='data-ad9cabd1-2bb9-41d1-a827-fa54b5fd7be5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 47.3830279  111.08033139]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([60.88660101, 76.04255479, 67.65330415, ..., 56.39668819,
           59.83758403, 59.4251489 ], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dtm</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>42.82 43.96 42.74 ... 42.73 43.3</div><input id='attrs-4e1c530f-73fb-4564-a85e-4fc113454730' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4e1c530f-73fb-4564-a85e-4fc113454730' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-34708307-2195-4414-a4f7-3ea04e3e9063' class='xr-var-data-in' type='checkbox'><label for='data-34708307-2195-4414-a4f7-3ea04e3e9063' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>dtm,</dd><dt><span>long_name :</span></dt><dd>Digital terrain model, ground surface elevation</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>axis :</span></dt><dd>z</dd><dt><span>positive :</span></dt><dd>up</dd><dt><span>datum :</span></dt><dd>referenced to mean sea level - Earth Gravitational Model (EGM96)</dd><dt><span>valid_range :</span></dt><dd>[35.96390714 45.32104413]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([42.82436507, 43.96287418, 42.74254809, ..., 41.38808285,
           42.7270845 , 43.29785866], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bird_pitch</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-2.033 2.757 ... -0.4778 1.477</div><input id='attrs-03dc76d6-8018-4554-ba66-dcef808f9fd9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-03dc76d6-8018-4554-ba66-dcef808f9fd9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0f6b8a9e-8667-4ea3-869d-c7db54570283' class='xr-var-data-in' type='checkbox'><label for='data-0f6b8a9e-8667-4ea3-869d-c7db54570283' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-11.51250086  18.63439145]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-2.03276021,  2.75668858, -1.7016092 , ...,  4.81291387,
           -0.47776236,  1.47691575], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bird_roll</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.105 4.1 ... 0.1604 -0.07797</div><input id='attrs-3e19d27f-280f-40f7-933a-ea8249524348' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3e19d27f-280f-40f7-933a-ea8249524348' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b9a6aeea-2439-4143-8be3-c15306cb1253' class='xr-var-data-in' type='checkbox'><label for='data-b9a6aeea-2439-4143-8be3-c15306cb1253' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-24.76055297  24.80848678]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([ 2.10528808,  4.09970008, -0.610132  , ..., -3.68811827,
            0.16044734, -0.077969  ], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bird_yaw</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-78.5 -79.49 -81.57 ... 5.195 11.01</div><input id='attrs-f22c1f89-3a65-4da1-8f24-48e6d6712e02' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f22c1f89-3a65-4da1-8f24-48e6d6712e02' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-17e3fbb7-770f-45b1-8b17-9be0a40e0e89' class='xr-var-data-in' type='checkbox'><label for='data-17e3fbb7-770f-45b1-8b17-9be0a40e0e89' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-179.1167327   178.88823119]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-78.50144597, -79.49361118, -81.57143314, ...,   6.73265533,
             5.19505239,  11.0089663 ], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>diurnal</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-9.999e+03 ... -9.999e+03</div><input id='attrs-07114264-2474-439b-b4b3-46c41241e2fd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-07114264-2474-439b-b4b3-46c41241e2fd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f96192b0-8d13-464c-bbe9-4c9144e57b98' class='xr-var-data-in' type='checkbox'><label for='data-f96192b0-8d13-464c-bbe9-4c9144e57b98' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9999.         49416.19642064]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-9999., -9999., -9999., ..., -9999., -9999., -9999.], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>diurnal_cor</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.741 3.779 3.8 ... 2.291 2.37</div><input id='attrs-b597695c-ec45-4115-834e-37432cea8927' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b597695c-ec45-4115-834e-37432cea8927' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-22d3262a-8de1-489b-8525-70f5ea5c9cbd' class='xr-var-data-in' type='checkbox'><label for='data-22d3262a-8de1-489b-8525-70f5ea5c9cbd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-13.72405837  13.16250238]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([3.74099169, 3.77868312, 3.80039049, ..., 2.4641217 , 2.29094961,
           2.37023149], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mag_raw</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.958e+04 4.958e+04 ... 4.956e+04</div><input id='attrs-e08eadbc-c4ef-4ddd-8259-6f43b1ee03ea' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e08eadbc-c4ef-4ddd-8259-6f43b1ee03ea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d2361bf6-33b6-44fd-a2fc-0fc2417191aa' class='xr-var-data-in' type='checkbox'><label for='data-d2361bf6-33b6-44fd-a2fc-0fc2417191aa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[49348.059 49579.382]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([49579.382, 49575.173, 49568.923, ..., 49560.976, 49566.27 ,
           49561.375], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mag_l</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.958e+04 4.957e+04 ... 4.956e+04</div><input id='attrs-2ff43f4c-0dd5-4171-a37f-4a4f96b59c51' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2ff43f4c-0dd5-4171-a37f-4a4f96b59c51' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f7186cb4-b53c-40c8-85bf-8746fe0141f8' class='xr-var-data-in' type='checkbox'><label for='data-f7186cb4-b53c-40c8-85bf-8746fe0141f8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[49278.839 49629.569]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([49579.562, 49573.854, 49567.335, ..., 49561.813, 49565.943,
           49561.116], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mag_ld</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.958e+04 4.957e+04 ... 4.956e+04</div><input id='attrs-1e497065-520a-45c1-a9c8-8c1b672ea886' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1e497065-520a-45c1-a9c8-8c1b672ea886' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f6042a00-bc4b-497a-be36-03e0fa3a1fac' class='xr-var-data-in' type='checkbox'><label for='data-f6042a00-bc4b-497a-be36-03e0fa3a1fac' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[49280.07499785 49625.29775338]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([49575.82100831, 49570.07531688, 49563.53460951, ...,
           49559.3488783 , 49563.65205039, 49558.74576851], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>igrf</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.943e+04 4.943e+04 ... 4.943e+04</div><input id='attrs-75c5553f-fede-44e2-b26f-831f382962cf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-75c5553f-fede-44e2-b26f-831f382962cf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-433b72e5-d91a-4c1e-88f4-2f0e70e1be46' class='xr-var-data-in' type='checkbox'><label for='data-433b72e5-d91a-4c1e-88f4-2f0e70e1be46' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[49284.89126428 49445.91975483]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([49429.90886956, 49430.43125639, 49430.98612177, ...,
           49421.34565163, 49427.17746922, 49432.55264719], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tmi</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.958e+04 4.957e+04 ... 4.956e+04</div><input id='attrs-c9fc3e99-249c-4329-8964-268e6a2d1aa5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c9fc3e99-249c-4329-8964-268e6a2d1aa5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-325995b6-800d-47f3-a598-16f78f0e9a2a' class='xr-var-data-in' type='checkbox'><label for='data-325995b6-800d-47f3-a598-16f78f0e9a2a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[49283.68376823 49620.24797734]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([49577.12459983, 49571.3010829 , 49565.39242015, ...,
           49560.01283172, 49564.29799966, 49559.37076851], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rmi</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>147.2 140.9 134.4 ... 137.1 126.8</div><input id='attrs-2c82359b-4b22-4c9a-8857-53d338287e7f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2c82359b-4b22-4c9a-8857-53d338287e7f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-70d438c7-6057-41ad-bf3a-2c1b4094d2f5' class='xr-var-data-in' type='checkbox'><label for='data-70d438c7-6057-41ad-bf3a-2c1b4094d2f5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-21.97015139 256.04349607]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([147.21573027, 140.86982651, 134.40629838, ..., 138.66718009,
           137.12053045, 126.81812132], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cpsp</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.902e-05 2.823e-05 ... 3.911e-05</div><input id='attrs-29eb37b1-c8c2-4291-a41e-48bc0ea66727' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-29eb37b1-c8c2-4291-a41e-48bc0ea66727' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d328a801-7f74-4835-a465-92bee2c56be2' class='xr-var-data-in' type='checkbox'><label for='data-d328a801-7f74-4835-a465-92bee2c56be2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[4.22669518e-06 5.33188181e-03]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([2.90232438e-05, 2.82294022e-05, 3.54836266e-05, ...,
           2.74645154e-05, 2.09774880e-05, 3.91051726e-05], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cxsp</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.38e-06 1.073e-05 ... 6.077e-05</div><input id='attrs-d5713dc6-f8e3-4d9e-9370-be681b08cca5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d5713dc6-f8e3-4d9e-9370-be681b08cca5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6976e84c-c00a-476e-9ccc-b6fd9293be00' class='xr-var-data-in' type='checkbox'><label for='data-6976e84c-c00a-476e-9ccc-b6fd9293be00' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[1.09436186e-07 1.56919146e-03]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([4.37970266e-06, 1.07341320e-05, 1.55041562e-05, ...,
           9.47537137e-06, 1.15424164e-05, 6.07658112e-05], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>powerline</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.001036 0.003673 ... 0.003768</div><input id='attrs-289a7fab-9bad-40c3-93bb-d9da43a50f19' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-289a7fab-9bad-40c3-93bb-d9da43a50f19' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2cac9291-febf-4751-9d3b-b4aa163a27d1' class='xr-var-data-in' type='checkbox'><label for='data-2cac9291-febf-4751-9d3b-b4aa163a27d1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[0.00045735 0.15937051]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([0.00103562, 0.00367289, 0.00094661, ..., 0.00081741, 0.00491262,
           0.00376843], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ddep140k</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.58 3.122 5.27 ... 2.624 2.697 4.5</div><input id='attrs-e2c97054-b5c8-4d8d-895e-cc7833d3d0f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e2c97054-b5c8-4d8d-895e-cc7833d3d0f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-77e4e6d2-039c-4b03-9df5-ef92416396c4' class='xr-var-data-in' type='checkbox'><label for='data-77e4e6d2-039c-4b03-9df5-ef92416396c4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[1.         9.43935108]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([2.58013964, 3.12152386, 5.27023792, ..., 2.62427545, 2.69700432,
           4.49969769], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ddep40k</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.901 7.093 13.88 ... 8.416 12.39</div><input id='attrs-a285ed52-9282-4a14-9dd6-91b8e56c1a15' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a285ed52-9282-4a14-9dd6-91b8e56c1a15' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5c3507a5-e451-4f78-9782-e93fd9ee2665' class='xr-var-data-in' type='checkbox'><label for='data-5c3507a5-e451-4f78-9782-e93fd9ee2665' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 1.21777034 24.06013298]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([ 6.9008503 ,  7.09296942, 13.87515163, ...,  8.19604969,
            8.41628933, 12.39026546], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ddep8200</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>15.52 13.91 27.98 ... 20.94 24.97</div><input id='attrs-51f219aa-eb4a-4336-afa9-0ce9c93f596d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-51f219aa-eb4a-4336-afa9-0ce9c93f596d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-583e29f0-8b80-491e-ac28-92a7d7a2713f' class='xr-var-data-in' type='checkbox'><label for='data-583e29f0-8b80-491e-ac28-92a7d7a2713f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 8.60466957 37.46802902]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([15.51743126, 13.90885258, 27.97642517, ..., 18.53983879,
           20.94141579, 24.96650887], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ddep1800</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>33.68 33.77 47.47 ... 44.21 40.55</div><input id='attrs-e2416e63-42f4-4fe3-9b08-550f4d641c74' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e2416e63-42f4-4fe3-9b08-550f4d641c74' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-02055e71-d765-451b-9101-e97f86b42d7b' class='xr-var-data-in' type='checkbox'><label for='data-02055e71-d765-451b-9101-e97f86b42d7b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[17.77506256 67.38358307]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([33.67642593, 33.76744843, 47.46753693, ..., 35.36769485,
           44.20518875, 40.55405426], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ddep400</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>53.48 56.56 57.68 ... 60.91 51.63</div><input id='attrs-ff205067-9dde-49fd-97c2-e861a5b9898a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ff205067-9dde-49fd-97c2-e861a5b9898a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1e6941ab-036e-4a97-aec6-d7b1a4cd754f' class='xr-var-data-in' type='checkbox'><label for='data-1e6941ab-036e-4a97-aec6-d7b1a4cd754f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 24.4447937  110.77680206]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([53.4772644 , 56.55535889, 57.68109894, ..., 54.68989563,
           60.90568542, 51.63288116], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dep140k</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-4.29 -2.178 ... -1.614 -2.177</div><input id='attrs-f108bfbf-f8db-466a-b99c-6a78dfcb404c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f108bfbf-f8db-466a-b99c-6a78dfcb404c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ecf5e4c0-fb54-4e6f-a8bc-ed3991bb723e' class='xr-var-data-in' type='checkbox'><label for='data-ecf5e4c0-fb54-4e6f-a8bc-ed3991bb723e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-11.91942215   4.78684235]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-4.28958893, -2.17798233, -3.61487961, ..., -1.86600304,
           -1.61350632, -2.17689896], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dep40k</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-5.636 -2.551 ... -3.208 -3.028</div><input id='attrs-f91d2762-a6bb-420e-8f6f-feab9e0ab713' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f91d2762-a6bb-420e-8f6f-feab9e0ab713' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bf47bb1d-b4aa-42a6-a2bf-b970c3978d94' class='xr-var-data-in' type='checkbox'><label for='data-bf47bb1d-b4aa-42a6-a2bf-b970c3978d94' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-11.57853699   3.69163513]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-5.63589478, -2.55139542, -4.91342545, ..., -3.49220085,
           -3.20788956, -3.0279808 ], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dep8200</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-7.331 -4.642 ... -5.659 -1.931</div><input id='attrs-ac825d91-bb8e-4d39-8c04-039cb661c0f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ac825d91-bb8e-4d39-8c04-039cb661c0f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-585f8e4d-0fff-426d-af88-2f35169d6488' class='xr-var-data-in' type='checkbox'><label for='data-585f8e4d-0fff-426d-af88-2f35169d6488' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-12.71472931  12.13049698]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-7.33093452, -4.64202881, -4.18465424, ..., -3.39769173,
           -5.65877151, -1.93060303], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dep1800</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-4.501 -4.692 ... -1.022 9.435</div><input id='attrs-c550f211-9339-4839-a5c8-1e344deeb513' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c550f211-9339-4839-a5c8-1e344deeb513' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-39faccea-6f36-49d4-a3c0-a7ddeab2ea07' class='xr-var-data-in' type='checkbox'><label for='data-39faccea-6f36-49d4-a3c0-a7ddeab2ea07' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-13.4715004   26.42554474]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-4.50117493, -4.69176865,  8.89665604, ...,  0.68899536,
           -1.02209854,  9.43450165], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dep400</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>7.241 11.67 32.0 ... 20.02 24.66</div><input id='attrs-befe9e6c-4e06-4d28-976b-2d381c3e2170' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-befe9e6c-4e06-4d28-976b-2d381c3e2170' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-451d81f0-c7f8-4440-b91d-113a58dfdb56' class='xr-var-data-in' type='checkbox'><label for='data-451d81f0-c7f8-4440-b91d-113a58dfdb56' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-17.68713379  55.62858582]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([ 7.24114227, 11.67464828, 32.00016022, ..., 10.71252823,
           20.01558685, 24.65906525], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dres140k</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>14.02 20.93 58.51 ... 14.86 42.65</div><input id='attrs-38757498-0e71-423e-9c14-623812c171ec' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-38757498-0e71-423e-9c14-623812c171ec' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6217431c-c5b3-47e1-ba23-7054b498f0db' class='xr-var-data-in' type='checkbox'><label for='data-6217431c-c5b3-47e1-ba23-7054b498f0db' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[  1.65871513 187.69219971]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([14.02324104, 20.92587662, 58.50896835, ..., 12.50708199,
           14.85595703, 42.65094376], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dres40k</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>14.82 6.377 64.37 ... 49.31 62.22</div><input id='attrs-6999061e-5c0b-4a4c-881e-731194fa2e54' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6999061e-5c0b-4a4c-881e-731194fa2e54' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e11d113f-37c7-4840-bb6f-96e7e126d129' class='xr-var-data-in' type='checkbox'><label for='data-e11d113f-37c7-4840-bb6f-96e7e126d129' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[1.68573424e-01 2.93074585e+02]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([14.82356071,  6.37749815, 64.37026215, ..., 46.69020081,
           49.31399536, 62.21774673], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dres8200</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>24.57 17.23 57.0 ... 49.7 41.82</div><input id='attrs-1e2460e3-6463-4613-883e-d29e6156cbfc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1e2460e3-6463-4613-883e-d29e6156cbfc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d1415806-2991-4c76-8d43-02c5421432cb' class='xr-var-data-in' type='checkbox'><label for='data-d1415806-2991-4c76-8d43-02c5421432cb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[8.77134144e-01 1.94609363e+03]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([24.57426071, 17.22763634, 56.99699402, ..., 28.21422386,
           49.69959259, 41.81895447], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dres1800</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>18.11 28.84 15.47 ... 27.53 9.186</div><input id='attrs-9ef8d872-18c5-447a-bc54-7936f207b137' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9ef8d872-18c5-447a-bc54-7936f207b137' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0c09f4f6-3ff1-4db8-9468-4d587404429e' class='xr-var-data-in' type='checkbox'><label for='data-0c09f4f6-3ff1-4db8-9468-4d587404429e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[  0.61954921 107.75845337]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([18.11014557, 28.83659363, 15.47240734, ..., 13.49663162,
           27.53102684,  9.1861515 ], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dres400</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.868 3.165 0.2229 ... 0.899 1.195</div><input id='attrs-600cd7e4-af29-4ec0-8eaf-c424078073f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-600cd7e4-af29-4ec0-8eaf-c424078073f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a7b49455-8744-49fd-9f99-f93a5676cafa' class='xr-var-data-in' type='checkbox'><label for='data-a7b49455-8744-49fd-9f99-f93a5676cafa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[1.38514070e-02 4.23482285e+01]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([2.86795402, 3.16538382, 0.22288756, ..., 3.54101872, 0.89903092,
           1.1951021 ], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dres_150_by5m</span></div><div class='xr-var-dims'>(index, layer_depth)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>14.02 14.47 ... -9.999e+03</div><input id='attrs-042686f6-c0a3-4ea6-9d80-749a9f0d14b8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-042686f6-c0a3-4ea6-9d80-749a9f0d14b8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ba9a9525-ae88-4716-a101-b108d783a469' class='xr-var-data-in' type='checkbox'><label for='data-ba9a9525-ae88-4716-a101-b108d783a469' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9999.         1312.3338623]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[ 1.40232410e+01,  1.44659910e+01,  1.77791405e+01, ...,
            -9.99900000e+03, -9.99900000e+03, -9.99900000e+03],
           [ 2.09258766e+01,  1.19289494e+01,  9.74363041e+00, ...,
            -9.99900000e+03, -9.99900000e+03, -9.99900000e+03],
           [ 5.85089684e+01,  5.85089684e+01,  6.16613235e+01, ...,
            -9.99900000e+03, -9.99900000e+03, -9.99900000e+03],
           ...,
           [ 1.25070820e+01,  2.19320049e+01,  4.27636299e+01, ...,
            -9.99900000e+03, -9.99900000e+03, -9.99900000e+03],
           [ 1.48559570e+01,  2.40835629e+01,  4.93625870e+01, ...,
            -9.99900000e+03, -9.99900000e+03, -9.99900000e+03],
           [ 4.26509438e+01,  4.36843796e+01,  5.54930534e+01, ...,
            -9.99900000e+03, -9.99900000e+03, -9.99900000e+03]],
          shape=(2334, 31))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>res140k</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>14.02 20.93 58.51 ... 14.86 42.65</div><input id='attrs-ca1061d0-9416-4708-a889-4ba48db02e4d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ca1061d0-9416-4708-a889-4ba48db02e4d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8b5f8f3c-0862-4cec-982e-bc7b63e32ebb' class='xr-var-data-in' type='checkbox'><label for='data-8b5f8f3c-0862-4cec-982e-bc7b63e32ebb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[  1.65871513 187.69219971]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([14.02324104, 20.92587662, 58.50896835, ..., 12.50708199,
           14.85595703, 42.65094376], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>res40k</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>14.38 12.44 61.07 ... 25.28 50.5</div><input id='attrs-96226a05-0077-4d51-9442-d06839767f69' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-96226a05-0077-4d51-9442-d06839767f69' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0f9afd3b-0a85-4754-b005-fce15e44f422' class='xr-var-data-in' type='checkbox'><label for='data-0f9afd3b-0a85-4754-b005-fce15e44f422' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[  0.3288607  186.85301208]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([14.37743855, 12.44151306, 61.07353592, ..., 23.93331718,
           25.27826881, 50.49682999], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>res8200</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>19.24 14.86 58.81 ... 36.44 45.54</div><input id='attrs-be1052c3-b456-458f-b6e9-f7036194b737' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-be1052c3-b456-458f-b6e9-f7036194b737' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6120696a-7968-41af-b9b2-40cf889929fd' class='xr-var-data-in' type='checkbox'><label for='data-6120696a-7968-41af-b9b2-40cf889929fd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[  3.54229116 102.75856018]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([19.24197578, 14.86299706, 58.80515671, ..., 26.18996429,
           36.44467545, 45.54426575], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>res1800</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>18.63 21.02 30.05 ... 31.43 20.73</div><input id='attrs-2f6473f5-b9e7-48c7-9b64-496827e3acec' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2f6473f5-b9e7-48c7-9b64-496827e3acec' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e7042af9-e157-46ef-90de-efc38d773bf8' class='xr-var-data-in' type='checkbox'><label for='data-e7042af9-e157-46ef-90de-efc38d773bf8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 4.75252056 74.90419769]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([18.63423157, 21.01780891, 30.04714203, ..., 18.51898575,
           31.42570496, 20.72720337], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>res400</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>7.404 8.279 6.605 ... 7.873 5.986</div><input id='attrs-10b9cdcb-df3a-4507-a685-df4c8829bbb8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-10b9cdcb-df3a-4507-a685-df4c8829bbb8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-082fb43f-e1f2-4e79-a249-35b147d7c9ab' class='xr-var-data-in' type='checkbox'><label for='data-082fb43f-e1f2-4e79-a249-35b147d7c9ab' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 1.20580339 43.84247589]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([7.4037714 , 8.27933979, 6.60487509, ..., 8.04739666, 7.87250185,
           5.98573685], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cosmic</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>-9999 -9999 -9999 ... -9999 -9999</div><input id='attrs-cdc8eb2f-cd13-4886-99c4-7ec6c9381efa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cdc8eb2f-cd13-4886-99c4-7ec6c9381efa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-467821eb-e3bd-4eba-8f60-39641170d13a' class='xr-var-data-in' type='checkbox'><label for='data-467821eb-e3bd-4eba-8f60-39641170d13a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9999.    93.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-9999, -9999, -9999, ..., -9999, -9999, -9999], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>doserate</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-9.999e+03 ... -9.999e+03</div><input id='attrs-a470622d-7868-43c2-9461-12478ee62824' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a470622d-7868-43c2-9461-12478ee62824' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e44aacd9-a902-49db-a3aa-db1d828db504' class='xr-var-data-in' type='checkbox'><label for='data-e44aacd9-a902-49db-a3aa-db1d828db504' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9999.            33.20798874]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-9999., -9999., -9999., ..., -9999., -9999., -9999.], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>live_time</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>-9999 -9999 -9999 ... -9999 -9999</div><input id='attrs-880b76e5-136b-4dca-b634-de0c2ce4d8cc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-880b76e5-136b-4dca-b634-de0c2ce4d8cc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-40403e1c-40e6-441b-ad52-a2e99e8a4c95' class='xr-var-data-in' type='checkbox'><label for='data-40403e1c-40e6-441b-ad52-a2e99e8a4c95' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9999.   999.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-9999, -9999, -9999, ..., -9999, -9999, -9999], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spec256_down</span></div><div class='xr-var-dims'>(index, spec_sample)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>2 51 62 95 164 205 ... 0 0 0 1 0 66</div><input id='attrs-4c44bacd-df3e-4741-aea3-fcc030e009ea' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4c44bacd-df3e-4741-aea3-fcc030e009ea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f95316e6-0ed5-46c2-bbac-89dced0875d6' class='xr-var-data-in' type='checkbox'><label for='data-f95316e6-0ed5-46c2-bbac-89dced0875d6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>-9999.0</dd><dt><span>valid_range :</span></dt><dd>[  0 278]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[ 2, 51, 62, ...,  0,  0, 57],
           [ 2, 32, 58, ...,  0,  0, 65],
           [ 2, 30, 35, ...,  0,  0, 48],
           ...,
           [ 2, 26, 29, ...,  0,  0, 67],
           [ 2, 32, 56, ...,  0,  0, 67],
           [ 4, 38, 52, ...,  1,  0, 66]], shape=(2334, 256))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spec256_up</span></div><div class='xr-var-dims'>(index, spec_sample)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 8 9 20 36 57 50 ... 0 0 0 0 0 23</div><input id='attrs-c9eee71c-d4b3-433a-aaab-dffe4c8aace3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c9eee71c-d4b3-433a-aaab-dffe4c8aace3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-930a7c59-f484-4b87-a220-997dd5be898d' class='xr-var-data-in' type='checkbox'><label for='data-930a7c59-f484-4b87-a220-997dd5be898d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9999.    76.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[ 0,  8,  9, ...,  0,  0, 14],
           [ 0,  3, 12, ...,  0,  0, 16],
           [ 0,  6,  7, ...,  0,  0, 14],
           ...,
           [ 1,  3,  6, ...,  0,  0, 14],
           [ 1,  5,  4, ...,  0,  1, 15],
           [ 1,  5,  8, ...,  0,  0, 23]], shape=(2334, 256))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tc_raw</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>-9999 -9999 -9999 ... -9999 -9999</div><input id='attrs-39b29393-b515-46e6-8140-7496d8e9c2ab' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-39b29393-b515-46e6-8140-7496d8e9c2ab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-974a7b52-74ae-4922-956b-8fbbcf4df9fb' class='xr-var-data-in' type='checkbox'><label for='data-974a7b52-74ae-4922-956b-8fbbcf4df9fb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9999.  1166.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-9999, -9999, -9999, ..., -9999, -9999, -9999], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>th_raw</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>-9999 -9999 -9999 ... -9999 -9999</div><input id='attrs-88030cad-60fc-4c56-9ded-607a3d8b5643' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-88030cad-60fc-4c56-9ded-607a3d8b5643' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4cdd2245-255f-47cb-892f-12b64ef3c2a9' class='xr-var-data-in' type='checkbox'><label for='data-4cdd2245-255f-47cb-892f-12b64ef3c2a9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9999.    38.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-9999, -9999, -9999, ..., -9999, -9999, -9999], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u_raw</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>-9999 -9999 -9999 ... -9999 -9999</div><input id='attrs-142255a2-c631-4cb6-ae1e-2a57479cbd64' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-142255a2-c631-4cb6-ae1e-2a57479cbd64' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d42ee714-beea-45f0-adcf-b32697f22db3' class='xr-var-data-in' type='checkbox'><label for='data-d42ee714-beea-45f0-adcf-b32697f22db3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9999.    40.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-9999, -9999, -9999, ..., -9999, -9999, -9999], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u_up_raw</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>-9999 -9999 -9999 ... -9999 -9999</div><input id='attrs-c8d5f99f-2784-4762-bc2f-8ba30a2f3baa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c8d5f99f-2784-4762-bc2f-8ba30a2f3baa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2afdc219-f04e-46f5-8fd6-97c0a9cc784d' class='xr-var-data-in' type='checkbox'><label for='data-2afdc219-f04e-46f5-8fd6-97c0a9cc784d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9999.    11.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-9999, -9999, -9999, ..., -9999, -9999, -9999], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>k_raw</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>-9999 -9999 -9999 ... -9999 -9999</div><input id='attrs-43b05cd1-1b40-4002-a443-eb0839c8e53d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-43b05cd1-1b40-4002-a443-eb0839c8e53d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-51bcb4f3-fa12-4710-a284-dc0de096e128' class='xr-var-data-in' type='checkbox'><label for='data-51bcb4f3-fa12-4710-a284-dc0de096e128' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9999.   133.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-9999, -9999, -9999, ..., -9999, -9999, -9999], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>eth</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-9.999e+03 ... -9.999e+03</div><input id='attrs-6043a52b-09bb-437a-939e-09985da31e7e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6043a52b-09bb-437a-939e-09985da31e7e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-36788137-dca3-4fac-a6e6-5c63eebafd48' class='xr-var-data-in' type='checkbox'><label for='data-36788137-dca3-4fac-a6e6-5c63eebafd48' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9.99900000e+03  7.13682222e+00]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-9999., -9999., -9999., ..., -9999., -9999., -9999.], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>eu</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-9.999e+03 ... -9.999e+03</div><input id='attrs-060465a5-7661-43f6-91fd-1b6479a642ba' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-060465a5-7661-43f6-91fd-1b6479a642ba' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b2bb6f4a-e24e-4290-90fb-e2282c0a5e91' class='xr-var-data-in' type='checkbox'><label for='data-b2bb6f4a-e24e-4290-90fb-e2282c0a5e91' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9.99900000e+03  3.02387786e+00]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-9999., -9999., -9999., ..., -9999., -9999., -9999.], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>kconc</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-9.999e+03 ... -9.999e+03</div><input id='attrs-4befaf15-e331-4257-ac48-4cf554d54f5d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4befaf15-e331-4257-ac48-4cf554d54f5d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-df0a2220-30b6-424b-b189-95d455b0797a' class='xr-var-data-in' type='checkbox'><label for='data-df0a2220-30b6-424b-b189-95d455b0797a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9.99900000e+03  1.19255757e+00]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-9999., -9999., -9999., ..., -9999., -9999., -9999.], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>eth_kconc</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-9.999e+03 ... -9.999e+03</div><input id='attrs-505b92ad-385d-4a47-b740-42385817a2f6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-505b92ad-385d-4a47-b740-42385817a2f6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1d346762-897d-4c50-8ab0-614d68085e0f' class='xr-var-data-in' type='checkbox'><label for='data-1d346762-897d-4c50-8ab0-614d68085e0f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9999.           10.7524725]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-9999., -9999., -9999., ..., -9999., -9999., -9999.], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>eu_eth</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-9.999e+03 ... -9.999e+03</div><input id='attrs-f9c038ba-8102-45a1-9284-d94e53e83bfe' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f9c038ba-8102-45a1-9284-d94e53e83bfe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3112f2ba-1fe4-41a8-881c-12eb23d4b9d1' class='xr-var-data-in' type='checkbox'><label for='data-3112f2ba-1fe4-41a8-881c-12eb23d4b9d1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-9.99900000e+03  6.81658165e-01]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-9999., -9999., -9999., ..., -9999., -9999., -9999.], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>eu_kconc</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-2c034a01-e701-4f83-b766-940884a5ff4b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2c034a01-e701-4f83-b766-940884a5ff4b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d1b76be0-93a1-4c09-a9ce-298a77c2ae74' class='xr-var-data-in' type='checkbox'><label for='data-d1b76be0-93a1-4c09-a9ce-298a77c2ae74' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>-9999.0</dd><dt><span>valid_range :</span></dt><dd>[1.00225931 4.34917129]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([nan, nan, nan, ..., nan, nan, nan], shape=(2334,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ip_filtered</span></div><div class='xr-var-dims'>(index, frequency)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>118.0 302.9 ... 1.372e+03 2.008e+03</div><input id='attrs-63f099e1-b512-4a1e-b58f-751cbcbdef28' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-63f099e1-b512-4a1e-b58f-751cbcbdef28' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a5b0a94e-63a6-4742-b0d7-012d5cdcf5a5' class='xr-var-data-in' type='checkbox'><label for='data-a5b0a94e-63a6-4742-b0d7-012d5cdcf5a5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>in_phase_filtered</dd><dt><span>long_name :</span></dt><dd>In-phase frequency data, spherics rejected</dd><dt><span>units :</span></dt><dd>Parts per million (ppm)</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>raw_data_columns :</span></dt><dd>[&#x27;cpi400_filt&#x27;, &#x27;cpi1800_filt&#x27;, &#x27;cxi3300_filt&#x27;, &#x27;cpi8200_filt&#x27;, &#x27;cpi40k_filt&#x27;, &#x27;cpi140k_filt&#x27;]</dd><dt><span>valid_range :</span></dt><dd>[  14.14960861 7525.67236328]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[ 117.97877502,  302.86141968,  185.86499023,  766.76940918,
            2080.25341797, 2314.21875   ],
           [  69.02600861,  176.11734009,  111.93188477,  384.20117188,
             746.55163574,  792.71697998],
           [  60.20056152,  110.66323853,   60.75518036,  234.58210754,
             828.21881104, 1111.24133301],
           ...,
           [ 119.67127991,  319.05114746,  196.64369202,  720.36218262,
            2484.73828125, 3299.11816406],
           [  87.8653183 ,  185.52835083,  112.06396484,  533.59344482,
            1849.06896973, 2366.74951172],
           [  96.07406616,  189.63893127,   90.84681702,  375.30838013,
            1372.25354004, 2007.67419434]], shape=(2334, 6))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>qd_filtered</span></div><div class='xr-var-dims'>(index, frequency)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>169.5 423.8 236.4 ... 744.7 695.7</div><input id='attrs-cd3d2597-7223-419e-a032-e4946cdc8fff' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cd3d2597-7223-419e-a032-e4946cdc8fff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-614c85a5-7508-4057-a6b9-e2f526de8862' class='xr-var-data-in' type='checkbox'><label for='data-614c85a5-7508-4057-a6b9-e2f526de8862' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>quadrature_filtered</dd><dt><span>long_name :</span></dt><dd>Quadrature frequency data, spherics rejected</dd><dt><span>units :</span></dt><dd>Parts per million (ppm)</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>raw_data_columns :</span></dt><dd>[&#x27;cpq400_filt&#x27;, &#x27;cpq1800_filt&#x27;, &#x27;cxq3300_filt&#x27;, &#x27;cpq8200_filt&#x27;, &#x27;cpq40k_filt&#x27;, &#x27;cpq140k_filt&#x27;]</dd><dt><span>valid_range :</span></dt><dd>[ -31.98612785 2687.82006836]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[ 169.46102905,  423.82351685,  236.44616699,  650.93182373,
             607.8817749 ,  471.82748413],
           [  81.10961151,  201.69747925,   97.77780151,  209.89375305,
             124.76053619,  137.69163513],
           [  56.15507507,  131.60414124,   74.89906311,  250.68449402,
             409.72515869,  369.63180542],
           ...,
           [ 183.64216614,  457.3059082 ,  252.03132629,  734.78027344,
            1080.54455566,  715.58544922],
           [ 109.53694916,  312.3843689 ,  188.54319763,  599.67834473,
             735.21350098,  500.33917236],
           [ 101.30422211,  222.57702637,  129.7481842 ,  417.51119995,
             744.70263672,  695.71289062]], shape=(2334, 6))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ip_pgadj</span></div><div class='xr-var-dims'>(index, frequency)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>118.0 302.9 ... 1.317e+03 2.008e+03</div><input id='attrs-3a94a018-e5e9-433c-b174-4cdf4b83e0fe' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3a94a018-e5e9-433c-b174-4cdf4b83e0fe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-31ee24d4-5063-450c-912f-bf63efbf38f5' class='xr-var-data-in' type='checkbox'><label for='data-31ee24d4-5063-450c-912f-bf63efbf38f5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>in_phase_phase_gain_adj</dd><dt><span>long_name :</span></dt><dd>In-phase frequency data, phase and gain adjusted</dd><dt><span>units :</span></dt><dd>Parts per million (ppm)</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>raw_data_columns :</span></dt><dd>[&#x27;cpi400_phg&#x27;, &#x27;cpi1800_phg&#x27;, &#x27;cxi3300_phg&#x27;, &#x27;cpi8200_phg&#x27;, &#x27;cpi40k_phg&#x27;, &#x27;cpi140k_phg&#x27;]</dd><dt><span>valid_range :</span></dt><dd>[  14.14960861 7525.67236328]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[ 117.97877502,  302.86141968,  185.86499023, 1035.13867188,
            2032.78234863, 2314.21875   ],
           [  69.02600861,  176.11734009,  111.93188477,  518.67156982,
             736.0302124 ,  792.71697998],
           [  60.20056152,  110.66323853,   60.75518036,  316.68585205,
             797.62030029, 1111.24133301],
           ...,
           [ 119.67127991,  319.05114746,  196.64369202,  972.48895264,
            2403.31054688, 3299.11816406],
           [  87.8653183 ,  185.52835083,  112.06396484,  720.35113525,
            1793.27880859, 2366.74951172],
           [  96.07406616,  189.63893127,   90.84681702,  506.6663208 ,
            1316.9630127 , 2007.67419434]], shape=(2334, 6))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>qd_pgadj</span></div><div class='xr-var-dims'>(index, frequency)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>169.5 423.8 236.4 ... 838.6 695.7</div><input id='attrs-6132c3e4-2926-4e6b-b841-f81f2bae8fbd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6132c3e4-2926-4e6b-b841-f81f2bae8fbd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3b5f3e1d-c0c7-475c-9aa2-e2de1073b25c' class='xr-var-data-in' type='checkbox'><label for='data-3b5f3e1d-c0c7-475c-9aa2-e2de1073b25c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>quadrature_phase_gain_adj</dd><dt><span>long_name :</span></dt><dd>Quadrature frequency data, phase and gain adjusted</dd><dt><span>units :</span></dt><dd>Parts per million (ppm)</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>raw_data_columns :</span></dt><dd>[&#x27;cpq400_phg&#x27;, &#x27;cpq1800_phg&#x27;, &#x27;cxq3300_phg&#x27;, &#x27;cpq8200_phg&#x27;, &#x27;cpq40k_phg&#x27;, &#x27;cpq140k_phg&#x27;]</dd><dt><span>valid_range :</span></dt><dd>[  14.41101551 3058.23803711]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[ 169.46102905,  423.82351685,  236.44616699,  878.75793457,
             751.512146  ,  471.82748413],
           [  81.10961151,  201.69747925,   97.77780151,  283.35656738,
             176.53343201,  137.69163513],
           [  56.15507507,  131.60414124,   74.89906311,  338.42407227,
             466.5007019 ,  369.63180542],
           ...,
           [ 183.64216614,  457.3059082 ,  252.03132629,  991.95336914,
            1251.23901367,  715.58544922],
           [ 109.53694916,  312.3843689 ,  188.54319763,  809.5657959 ,
             862.40710449,  500.33917236],
           [ 101.30422211,  222.57702637,  129.7481842 ,  563.64013672,
             838.61212158,  695.71289062]], shape=(2334, 6))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ip_final</span></div><div class='xr-var-dims'>(index, frequency)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>118.5 302.9 ... 1.318e+03 2.008e+03</div><input id='attrs-a768fba2-80f5-40d6-b277-68fa47cac5cf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a768fba2-80f5-40d6-b277-68fa47cac5cf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-60b8c8e8-0b87-47aa-b9d2-512c482bd9c5' class='xr-var-data-in' type='checkbox'><label for='data-60b8c8e8-0b87-47aa-b9d2-512c482bd9c5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>in_phase_final</dd><dt><span>long_name :</span></dt><dd>In-phase frequency data, final levelled</dd><dt><span>units :</span></dt><dd>Parts per million (ppm)</dd><dt><span>null_value :</span></dt><dd>-9999.0</dd><dt><span>raw_data_columns :</span></dt><dd>[&#x27;cpi400&#x27;, &#x27;cpi1800&#x27;, &#x27;cxi3300&#x27;, &#x27;cpi8200&#x27;, &#x27;cpi40k&#x27;, &#x27;cpi140k&#x27;]</dd><dt><span>valid_range :</span></dt><dd>[  18.00439262 7525.42822266]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[ 118.54994202,  302.87582397,  185.88238525, 1035.17089844,
            2032.86682129, 2314.07714844],
           [  69.59188843,  176.13134766,  111.94963074,  518.70391846,
             736.11157227,  792.57977295],
           [  60.76115036,  110.67685699,   60.77328491,  316.71838379,
             797.69854736, 1111.10839844],
           ...,
           [ 119.25977325,  319.0355835 ,  197.14642334,  971.42724609,
            2404.16015625, 3299.53637695],
           [  87.5464859 ,  185.52415466,  112.56441498,  719.25640869,
            1794.13476562, 2367.19458008],
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            1317.82531738, 2008.14611816]], shape=(2334, 6))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>qd_final</span></div><div class='xr-var-dims'>(index, frequency)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>169.3 423.8 236.5 ... 839.4 696.3</div><input id='attrs-065cca52-ed87-462c-a00f-8c6267a79764' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-065cca52-ed87-462c-a00f-8c6267a79764' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f4fe0bfd-15c6-48ce-9abc-13556d8eaa11' class='xr-var-data-in' type='checkbox'><label for='data-f4fe0bfd-15c6-48ce-9abc-13556d8eaa11' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>quadrature_final</dd><dt><span>long_name :</span></dt><dd>Quadrature frequency data, final levelled</dd><dt><span>units :</span></dt><dd>Parts per million (ppm)</dd><dt><span>null_value :</span></dt><dd>-9999.0</dd><dt><span>raw_data_columns :</span></dt><dd>[&#x27;cpq400&#x27;, &#x27;cpq1800&#x27;, &#x27;cxq3300&#x27;, &#x27;cpq8200&#x27;, &#x27;cpq40k&#x27;, &#x27;cpq140k&#x27;]</dd><dt><span>valid_range :</span></dt><dd>[ -13.78479671 3058.26318359]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[ 169.33839417,  423.81204224,  236.45677185,  878.84869385,
             751.53479004,  471.71188354],
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             176.55760193,  137.57797241],
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             466.52639771,  369.52008057],
           ...,
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            1252.0111084 ,  716.16259766],
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           [ 102.43125153,  223.28833008,  129.80227661,  563.83129883,
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    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 47-48

Import inverted AEM models from CSV-format.

.. GENERATED FROM PYTHON SOURCE LINES 48-58

.. code-block:: Python


    model_container = survey.gs.add_container('models', **dict(content = "inverted models"))

    # Define input model file and associated metadata file
    m_data = join(data_path, 'model//Resolve_model.csv')
    m_supp = join(data_path, 'model//Resolve_model_md.yml')

    # Add the inverted AEM models as a tabular dataset
    model_container.gs.add(key="model", data_filename=m_data, metadata_file=m_supp)






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    Attributes:
        content:  inverted resistivity models
        comment:  This dataset includes inverted resistivity models derived from ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataTree</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-1eff0d99-fb01-4fb9-8dd2-d8d04752e409' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-1eff0d99-fb01-4fb9-8dd2-d8d04752e409' class='xr-section-summary'  title='Expand/collapse section'>Groups: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><div style='display: inline-grid; grid-template-columns: 100%; grid-column: 1 / -1'></div></div></li><li class='xr-section-item'><input id='section-5385bf60-afff-4731-93f6-a1047897b7b5' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5385bf60-afff-4731-93f6-a1047897b7b5' 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'>index</span>: 9999</li><li><span class='xr-has-index'>layer_depth</span>: 30</li><li><span class='xr-has-index'>nv</span>: 2</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-365c5542-7486-4296-aa9d-d98126037abf' class='xr-section-summary-in' type='checkbox'  checked><label for='section-365c5542-7486-4296-aa9d-d98126037abf' class='xr-section-summary' >Coordinates: <span>(7)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>spatial_ref</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0</div><input id='attrs-5d03dac0-c09b-4b8e-a188-ee91b37056d0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5d03dac0-c09b-4b8e-a188-ee91b37056d0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-880813e7-7796-4720-967d-b449e39f5732' class='xr-var-data-in' type='checkbox'><label for='data-880813e7-7796-4720-967d-b449e39f5732' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>crs_wkt :</span></dt><dd>PROJCRS[&quot;NAD83 / Conus Albers&quot;,BASEGEOGCRS[&quot;NAD83&quot;,DATUM[&quot;North American Datum 1983&quot;,ELLIPSOID[&quot;GRS 1980&quot;,6378137,298.257222101,LENGTHUNIT[&quot;metre&quot;,1]]],PRIMEM[&quot;Greenwich&quot;,0,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],ID[&quot;EPSG&quot;,4269]],CONVERSION[&quot;Conus Albers&quot;,METHOD[&quot;Albers Equal Area&quot;,ID[&quot;EPSG&quot;,9822]],PARAMETER[&quot;Latitude of false origin&quot;,23,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8821]],PARAMETER[&quot;Longitude of false origin&quot;,-96,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8822]],PARAMETER[&quot;Latitude of 1st standard parallel&quot;,29.5,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8823]],PARAMETER[&quot;Latitude of 2nd standard parallel&quot;,45.5,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8824]],PARAMETER[&quot;Easting at false origin&quot;,0,LENGTHUNIT[&quot;metre&quot;,1],ID[&quot;EPSG&quot;,8826]],PARAMETER[&quot;Northing at false origin&quot;,0,LENGTHUNIT[&quot;metre&quot;,1],ID[&quot;EPSG&quot;,8827]]],CS[Cartesian,2],AXIS[&quot;easting (X)&quot;,east,ORDER[1],LENGTHUNIT[&quot;metre&quot;,1]],AXIS[&quot;northing (Y)&quot;,north,ORDER[2],LENGTHUNIT[&quot;metre&quot;,1]],USAGE[SCOPE[&quot;Data analysis and small scale data presentation for contiguous lower 48 states.&quot;],AREA[&quot;United States (USA) - CONUS onshore - Alabama; Arizona; Arkansas; California; Colorado; Connecticut; Delaware; Florida; Georgia; Idaho; Illinois; Indiana; Iowa; Kansas; Kentucky; Louisiana; Maine; Maryland; Massachusetts; Michigan; Minnesota; Mississippi; Missouri; Montana; Nebraska; Nevada; New Hampshire; New Jersey; New Mexico; New York; North Carolina; North Dakota; Ohio; Oklahoma; Oregon; Pennsylvania; Rhode Island; South Carolina; South Dakota; Tennessee; Texas; Utah; Vermont; Virginia; Washington; West Virginia; Wisconsin; Wyoming.&quot;],BBOX[24.41,-124.79,49.38,-66.91]],ID[&quot;EPSG&quot;,5070]]</dd><dt><span>semi_major_axis :</span></dt><dd>6378137.0</dd><dt><span>semi_minor_axis :</span></dt><dd>6356752.314140356</dd><dt><span>inverse_flattening :</span></dt><dd>298.257222101</dd><dt><span>reference_ellipsoid_name :</span></dt><dd>GRS 1980</dd><dt><span>longitude_of_prime_meridian :</span></dt><dd>0.0</dd><dt><span>prime_meridian_name :</span></dt><dd>Greenwich</dd><dt><span>geographic_crs_name :</span></dt><dd>NAD83</dd><dt><span>horizontal_datum_name :</span></dt><dd>North American Datum 1983</dd><dt><span>projected_crs_name :</span></dt><dd>NAD83 / Conus Albers</dd><dt><span>grid_mapping_name :</span></dt><dd>albers_conical_equal_area</dd><dt><span>standard_parallel :</span></dt><dd>(29.5, 45.5)</dd><dt><span>latitude_of_projection_origin :</span></dt><dd>23.0</dd><dt><span>longitude_of_central_meridian :</span></dt><dd>-96.0</dd><dt><span>false_easting :</span></dt><dd>0.0</dd><dt><span>false_northing :</span></dt><dd>0.0</dd><dt><span>authority :</span></dt><dd>EPSG</dd><dt><span>wkid :</span></dt><dd>5070</dd></dl></div><div class='xr-var-data'><pre>array(0.)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>index</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 ... 9995 9996 9997 9998</div><input id='attrs-13bc45ea-22bc-4bc0-ab8d-704373fefc21' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-13bc45ea-22bc-4bc0-ab8d-704373fefc21' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-29c42388-70f9-459d-8fe8-fca9e5650dcb' class='xr-var-data-in' type='checkbox'><label for='data-29c42388-70f9-459d-8fe8-fca9e5650dcb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>index</dd><dt><span>long_name :</span></dt><dd>Index of individual data points</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[   0. 9998.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([   0,    1,    2, ..., 9996, 9997, 9998], shape=(9999,), dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>layer_depth</span></div><div class='xr-var-dims'>(layer_depth)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.5 1.55 2.7 ... 109.2 119.7 132.5</div><input id='attrs-50adaaba-d0cd-4053-9f03-adc7de40a89c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-50adaaba-d0cd-4053-9f03-adc7de40a89c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dd07f062-be37-447a-a77d-f800577fc19b' class='xr-var-data-in' type='checkbox'><label for='data-dd07f062-be37-447a-a77d-f800577fc19b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>layer_depth</dd><dt><span>long_name :</span></dt><dd>Depth to model layer</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[  0.5 132.5]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd><dt><span>bounds :</span></dt><dd>layer_depth_bnds</dd></dl></div><div class='xr-var-data'><pre>array([  0.5 ,   1.55,   2.7 ,   3.95,   5.3 ,   6.75,   8.35,  10.1 ,  12.  ,
            14.1 ,  16.4 ,  18.9 ,  21.6 ,  24.55,  27.8 ,  31.35,  35.2 ,  39.4 ,
            43.95,  48.9 ,  54.3 ,  60.2 ,  66.65,  73.65,  81.3 ,  89.65,  98.75,
           109.15, 119.65, 132.5 ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>nv</span></div><div class='xr-var-dims'>(nv)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1</div><input id='attrs-2d0293d4-a2a0-48b0-8902-0dfabf7ae8dd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2d0293d4-a2a0-48b0-8902-0dfabf7ae8dd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f1f6f129-58b9-441c-8176-241c6ce03141' class='xr-var-data-in' type='checkbox'><label for='data-f1f6f129-58b9-441c-8176-241c6ce03141' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>nv</dd><dt><span>long_name :</span></dt><dd>Number of vertices for bounding variables</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[0. 1.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([0, 1])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>5.36e+05 5.36e+05 ... 5.297e+05</div><input id='attrs-0f832af0-3aca-4263-b020-b08f3215abc3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0f832af0-3aca-4263-b020-b08f3215abc3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-497e5915-529a-4ff6-b5c9-899b7e69ecb8' class='xr-var-data-in' type='checkbox'><label for='data-497e5915-529a-4ff6-b5c9-899b7e69ecb8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>projection_x_coordinate</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>axis :</span></dt><dd>X</dd><dt><span>valid_range :</span></dt><dd>[502307.5001 536006.1001]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([536005.9001, 535980.9001, 535955.9001, ..., 529781.6001,
           529756.8001, 529731.9001], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.205e+06 1.205e+06 ... 1.197e+06</div><input id='attrs-25e59fbb-f3b4-4b05-848d-3d1b4cde4e88' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-25e59fbb-f3b4-4b05-848d-3d1b4cde4e88' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b5ae2277-ed61-4441-b9b0-c88badcf1e9a' class='xr-var-data-in' type='checkbox'><label for='data-b5ae2277-ed61-4441-b9b0-c88badcf1e9a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>projection_y_coordinate</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>axis :</span></dt><dd>Y</dd><dt><span>valid_range :</span></dt><dd>[1196761.399 1204806.899]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([1204779.199, 1204779.399, 1204779.199, ..., 1196790.499,
           1196788.199, 1196785.599], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>z</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>41.1 41.1 41.1 ... 41.7 41.7 41.5</div><input id='attrs-f3cdfdd3-5b0b-4538-ad29-9affef157b7b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f3cdfdd3-5b0b-4538-ad29-9affef157b7b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-98fa6e0a-c1f2-47b3-87ef-f51920c4b8b3' class='xr-var-data-in' type='checkbox'><label for='data-98fa6e0a-c1f2-47b3-87ef-f51920c4b8b3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>axis :</span></dt><dd>Z</dd><dt><span>positive :</span></dt><dd>up</dd><dt><span>datum :</span></dt><dd>v_datum</dd><dt><span>valid_range :</span></dt><dd>[32.4 47.4]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([41.1, 41.1, 41.1, ..., 41.7, 41.7, 41.5], shape=(9999,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-9b0d7365-1d3c-4294-95d0-7f6bc0ab8707' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-9b0d7365-1d3c-4294-95d0-7f6bc0ab8707' class='xr-section-summary'  title='Expand/collapse section'>Inherited coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-94e788a3-bb08-41bb-8c8e-5edbd5e3f9d3' class='xr-section-summary-in' type='checkbox'  ><label for='section-94e788a3-bb08-41bb-8c8e-5edbd5e3f9d3' class='xr-section-summary' >Data variables: <span>(18)</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>layer_depth_bnds</span></div><div class='xr-var-dims'>(layer_depth, nv)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 1.0 1.0 ... 125.0 125.0 140.0</div><input id='attrs-01677ebc-8d7d-4bf7-9468-a247a709d370' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-01677ebc-8d7d-4bf7-9468-a247a709d370' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6eab70f8-fe1c-46ee-b67a-f37e145fd91e' class='xr-var-data-in' type='checkbox'><label for='data-6eab70f8-fe1c-46ee-b67a-f37e145fd91e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>layer_depth_bounds</dd><dt><span>long_name :</span></dt><dd>Depth to model layer cell boundaries</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[  0. 140.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[  0. ,   1. ],
           [  1. ,   2.1],
           [  2.1,   3.3],
           [  3.3,   4.6],
           [  4.6,   6. ],
           [  6. ,   7.5],
           [  7.5,   9.2],
           [  9.2,  11. ],
           [ 11. ,  13. ],
           [ 13. ,  15.2],
           [ 15.2,  17.6],
           [ 17.6,  20.2],
           [ 20.2,  23. ],
           [ 23. ,  26.1],
           [ 26.1,  29.5],
           [ 29.5,  33.2],
           [ 33.2,  37.2],
           [ 37.2,  41.6],
           [ 41.6,  46.3],
           [ 46.3,  51.5],
           [ 51.5,  57.1],
           [ 57.1,  63.3],
           [ 63.3,  70. ],
           [ 70. ,  77.3],
           [ 77.3,  85.3],
           [ 85.3,  94. ],
           [ 94. , 104. ],
           [104. , 114. ],
           [114. , 125. ],
           [125. , 140. ]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>line</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>10010 10010 10010 ... 10330 10330</div><input id='attrs-af54a3c6-22ff-4400-8e05-16fbf731f9bd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-af54a3c6-22ff-4400-8e05-16fbf731f9bd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-22df5f97-dd26-4a06-86c6-a31bbdc713db' class='xr-var-data-in' type='checkbox'><label for='data-22df5f97-dd26-4a06-86c6-a31bbdc713db' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>line</dd><dt><span>long_name :</span></dt><dd>Line number</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[10010. 10330.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([10010, 10010, 10010, ..., 10330, 10330, 10330], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat_wgs84_dd</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>33.76 33.76 33.76 ... 33.69 33.69</div><input id='attrs-5ee2e9cf-b2f0-4895-baec-7216f9cae69f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5ee2e9cf-b2f0-4895-baec-7216f9cae69f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4d7bdd33-6ddf-42c8-8749-b17c03e21cfc' class='xr-var-data-in' type='checkbox'><label for='data-4d7bdd33-6ddf-42c8-8749-b17c03e21cfc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[33.69020315 33.77951749]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([33.76152288, 33.76153839, 33.76155032, ..., 33.69354365,
           33.69353654, 33.69352681], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon_wgs84_dd</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-90.17 -90.17 ... -90.24 -90.24</div><input id='attrs-40eb04d6-490d-40c8-9c7e-834e2e587dce' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-40eb04d6-490d-40c8-9c7e-834e2e587dce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c8bddcf3-6aae-439b-88c4-68d77c89ab01' class='xr-var-data-in' type='checkbox'><label for='data-c8bddcf3-6aae-439b-88c4-68d77c89ab01' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-90.53871841 -90.16855952]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-90.16855952, -90.16883069, -90.16910213, ..., -90.24136971,
           -90.24164014, -90.24191185], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x_wgs84_albers</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>5.36e+05 5.36e+05 ... 5.297e+05</div><input id='attrs-a6b845c0-8f91-4504-9202-3658a5a5cfdc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a6b845c0-8f91-4504-9202-3658a5a5cfdc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-34c1ea71-8a21-4d75-814e-9f5252206034' class='xr-var-data-in' type='checkbox'><label for='data-34c1ea71-8a21-4d75-814e-9f5252206034' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>axis :</span></dt><dd>x</dd><dt><span>valid_range :</span></dt><dd>[502307.5001 536006.1001]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([536005.9001, 535980.9001, 535955.9001, ..., 529781.6001,
           529756.8001, 529731.9001], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y_wgs84_albers</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.205e+06 1.205e+06 ... 1.197e+06</div><input id='attrs-50529e52-6462-4878-986f-cb05279c0499' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-50529e52-6462-4878-986f-cb05279c0499' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-de39d764-2db2-400a-a533-741841f16869' class='xr-var-data-in' type='checkbox'><label for='data-de39d764-2db2-400a-a533-741841f16869' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>axis :</span></dt><dd>y</dd><dt><span>valid_range :</span></dt><dd>[1196761.399 1204806.899]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([1204779.199, 1204779.399, 1204779.199, ..., 1196790.499,
           1196788.199, 1196785.599], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>record</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1 2 3 4 5 ... 9996 9997 9998 9999</div><input id='attrs-d907673a-71dd-4656-8db1-6a62c7ed075f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d907673a-71dd-4656-8db1-6a62c7ed075f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b1b48d6b-9237-432e-a1c3-548e9c0f7ab9' class='xr-var-data-in' type='checkbox'><label for='data-b1b48d6b-9237-432e-a1c3-548e9c0f7ab9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[1.000e+00 9.999e+03]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([   1,    2,    3, ..., 9997, 9998, 9999], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dem</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>41.1 41.1 41.1 ... 41.7 41.7 41.5</div><input id='attrs-af19d1d4-6ab5-4907-a434-13a5b678cb36' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-af19d1d4-6ab5-4907-a434-13a5b678cb36' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1f975b1a-79af-4361-afd6-cae1cb9b8428' class='xr-var-data-in' type='checkbox'><label for='data-1f975b1a-79af-4361-afd6-cae1cb9b8428' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>axis :</span></dt><dd>Z</dd><dt><span>positive :</span></dt><dd>up</dd><dt><span>datum :</span></dt><dd>v_datum</dd><dt><span>valid_range :</span></dt><dd>[32.4 47.4]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([41.1, 41.1, 41.1, ..., 41.7, 41.7, 41.5], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>alt</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>40.9 41.4 41.8 ... 55.6 53.8 52.0</div><input id='attrs-b4034515-921b-47be-8191-e6acf72139d7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b4034515-921b-47be-8191-e6acf72139d7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-99942a5d-d8d6-40b3-8cdb-81260a50a1c4' class='xr-var-data-in' type='checkbox'><label for='data-99942a5d-d8d6-40b3-8cdb-81260a50a1c4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[24.5 76.2]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([40.9, 41.4, 41.8, ..., 55.6, 53.8, 52. ], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>invalt</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>38.8 39.4 40.3 ... 54.6 53.1 51.4</div><input id='attrs-1743d2a3-2b5c-4865-9c2c-8c66f0bff8fd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1743d2a3-2b5c-4865-9c2c-8c66f0bff8fd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b2b412e6-113c-42cb-ad05-797b18a264d4' class='xr-var-data-in' type='checkbox'><label for='data-b2b412e6-113c-42cb-ad05-797b18a264d4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[23.1 75.1]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([38.8, 39.4, 40.3, ..., 54.6, 53.1, 51.4], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>deltaalt</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-2.12 -1.97 -1.53 ... -0.78 -0.55</div><input id='attrs-1fc7794d-059e-4f30-9922-6948a56c0c02' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1fc7794d-059e-4f30-9922-6948a56c0c02' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b7c4938f-c1dd-47f3-9250-429bfc611c5f' class='xr-var-data-in' type='checkbox'><label for='data-b7c4938f-c1dd-47f3-9250-429bfc611c5f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[-8.59  2.63]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([-2.12, -1.97, -1.53, ..., -1.02, -0.78, -0.55], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>numdata</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>12 12 12 12 12 ... 12 12 12 12 12</div><input id='attrs-e0a4becc-bd91-4413-af76-65bf12f60f12' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e0a4becc-bd91-4413-af76-65bf12f60f12' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-86343bd8-7801-4155-9a7d-1bcb181d452f' class='xr-var-data-in' type='checkbox'><label for='data-86343bd8-7801-4155-9a7d-1bcb181d452f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 2. 12.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([12, 12, 12, ..., 12, 12, 12], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>resdata</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.422 0.886 0.813 ... 0.396 0.355</div><input id='attrs-403814be-4592-4dcf-95bb-89f23200f985' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-403814be-4592-4dcf-95bb-89f23200f985' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d510e7af-dddf-4ac7-973f-f6af40aaf11f' class='xr-var-data-in' type='checkbox'><label for='data-d510e7af-dddf-4ac7-973f-f6af40aaf11f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[0.127 2.22 ]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([0.422, 0.886, 0.813, ..., 0.443, 0.396, 0.355], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>restotal</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.293 0.293 0.293 ... 0.293 0.293</div><input id='attrs-1442bd59-a34f-4db0-9894-5e22751f01cc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1442bd59-a34f-4db0-9894-5e22751f01cc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4bfc569d-02c9-4bbe-aaed-2d8806d77744' class='xr-var-data-in' type='checkbox'><label for='data-4bfc569d-02c9-4bbe-aaed-2d8806d77744' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[0.293 0.293]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([0.293, 0.293, 0.293, ..., 0.293, 0.293, 0.293], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RHO_I</span></div><div class='xr-var-dims'>(index, layer_depth)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>9.74 14.9 17.1 ... 14.0 15.9 16.6</div><input id='attrs-24522805-1153-45d4-87bf-c03e9ad1f5a7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-24522805-1153-45d4-87bf-c03e9ad1f5a7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef2915a3-5ebb-4f7f-a32b-4fedff8fbd87' class='xr-var-data-in' type='checkbox'><label for='data-ef2915a3-5ebb-4f7f-a32b-4fedff8fbd87' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[  1.03 263.  ]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[ 9.74, 14.9 , 17.1 , ..., 14.  , 16.  , 16.8 ],
           [11.2 , 16.6 , 18.  , ..., 14.1 , 16.1 , 16.9 ],
           [12.5 , 17.8 , 18.7 , ..., 14.1 , 16.1 , 17.  ],
           ...,
           [20.  , 22.1 , 24.6 , ..., 14.1 , 15.9 , 16.8 ],
           [19.9 , 21.4 , 23.6 , ..., 14.1 , 15.9 , 16.8 ],
           [19.6 , 20.8 , 23.1 , ..., 14.  , 15.9 , 16.6 ]], shape=(9999, 30))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RHO_I_STD</span></div><div class='xr-var-dims'>(index, layer_depth)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.14 2.46 2.65 ... 7.84 10.8 99.0</div><input id='attrs-02c9277d-654d-43a9-af70-cf90850ea274' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-02c9277d-654d-43a9-af70-cf90850ea274' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4e7ce906-be72-49d8-9d29-cf8f0542cd42' class='xr-var-data-in' type='checkbox'><label for='data-4e7ce906-be72-49d8-9d29-cf8f0542cd42' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 1.49 99.  ]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[ 3.14,  2.46,  2.65, ..., 99.  , 99.  , 99.  ],
           [ 3.17,  2.5 ,  2.55, ..., 99.  , 99.  , 99.  ],
           [ 3.36,  2.61,  2.53, ..., 99.  , 99.  , 99.  ],
           ...,
           [ 3.69,  2.69,  2.63, ...,  7.82, 10.8 , 99.  ],
           [ 3.73,  2.68,  2.6 , ...,  7.7 , 10.6 , 99.  ],
           [ 3.73,  2.66,  2.6 , ...,  7.84, 10.8 , 99.  ]], shape=(9999, 30))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>doi_conservative</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>27.8 65.0 65.0 ... 70.1 70.4 70.6</div><input id='attrs-ba181c90-4d41-46fe-bae4-ef9d099d6411' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ba181c90-4d41-46fe-bae4-ef9d099d6411' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9a755c7f-07b8-4182-8366-a9fb69163f54' class='xr-var-data-in' type='checkbox'><label for='data-9a755c7f-07b8-4182-8366-a9fb69163f54' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 8.62 97.  ]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([27.8, 65. , 65. , ..., 70.1, 70.4, 70.6], shape=(9999,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>doi_standard</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>66.2 78.2 78.2 ... 87.6 87.9 88.0</div><input id='attrs-51bb3a64-2cc8-413b-8009-efdb2253065a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-51bb3a64-2cc8-413b-8009-efdb2253065a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-14859b3e-7ced-41bf-81c3-322f86c4b4ad' class='xr-var-data-in' type='checkbox'><label for='data-14859b3e-7ced-41bf-81c3-322f86c4b4ad' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>not_defined</dd><dt><span>long_name :</span></dt><dd>not_defined</dd><dt><span>units :</span></dt><dd>not_defined</dd><dt><span>null_value :</span></dt><dd>not_defined</dd><dt><span>valid_range :</span></dt><dd>[ 15. 121.]</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([66.2, 78.2, 78.2, ..., 87.6, 87.9, 88. ], shape=(9999,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-633ca114-88f7-4ea4-9bd7-b57adc3fd470' class='xr-section-summary-in' type='checkbox'  checked><label for='section-633ca114-88f7-4ea4-9bd7-b57adc3fd470' class='xr-section-summary' >Attributes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>content :</span></dt><dd>inverted resistivity models</dd><dt><span>comment :</span></dt><dd>This dataset includes inverted resistivity models derived from processed AEM data produced by USGS</dd></dl></div></li></ul></div></div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 59-60

Save to NetCDF file

.. GENERATED FROM PYTHON SOURCE LINES 60-63

.. code-block:: Python

    d_out = join(data_path, 'Resolve.nc')
    survey.gs.to_netcdf(d_out)








.. GENERATED FROM PYTHON SOURCE LINES 64-65

Reading back in the GS NetCDF file

.. GENERATED FROM PYTHON SOURCE LINES 65-68

.. code-block:: Python

    new_survey = gspy.open_datatree(d_out)['survey']

    # Check the Survey information







.. GENERATED FROM PYTHON SOURCE LINES 69-70

Plotting

.. GENERATED FROM PYTHON SOURCE LINES 70-92

.. code-block:: Python


    # Make a scatter plot of a specific data variable, using GSPy's plotter
    plt.figure()
    new_survey['data/raw_data'].gs.scatter(hue='dtm', vmin=30, vmax=50)

    # Subsetting by line number, and plotting by distance along that line
    tmp = new_survey['data/raw_data'].gs.subset('line', 10010)
    # tmp = new_survey['data'].where(new_survey['data'].dataset['line']==10010)
    plt.figure()
    # plt.subplot(121)
    # tmp.gs_tabular.plot(hue='DTM')
    # plt.subplot(122)
    # tmp.gs_tabular.scatter(x='x', y='DTM')
    tmp.gs.scatter(y='dtm')

    #IF YOU SPECIFY HUE ITS A 2D COLOUR Plot
    #OTHERWISE ITS JUST A PLOT (LINE POINTS ETC)

    # Make a scatter plot of a specific model variable, using GSPy's plotter
    plt.figure()
    new_survey['models/model'].gs.scatter(hue='doi_standard')
    plt.show()



.. rst-class:: sphx-glr-horizontal


    *

      .. image-sg:: /examples/Creating_GS_Files/images/sphx_glr_plot_resolve_csv_001.png
         :alt: plot resolve csv
         :srcset: /examples/Creating_GS_Files/images/sphx_glr_plot_resolve_csv_001.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/Creating_GS_Files/images/sphx_glr_plot_resolve_csv_002.png
         :alt: plot resolve csv
         :srcset: /examples/Creating_GS_Files/images/sphx_glr_plot_resolve_csv_002.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/Creating_GS_Files/images/sphx_glr_plot_resolve_csv_003.png
         :alt: plot resolve csv
         :srcset: /examples/Creating_GS_Files/images/sphx_glr_plot_resolve_csv_003.png
         :class: sphx-glr-multi-img






.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 1.056 seconds)


.. _sphx_glr_download_examples_Creating_GS_Files_plot_resolve_csv.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: plot_resolve_csv.ipynb <plot_resolve_csv.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: plot_resolve_csv.py <plot_resolve_csv.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_resolve_csv.zip <plot_resolve_csv.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_
