
.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "examples/Creating_GS_Files/plot_csv_resolve_to_netcdf.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_csv_resolve_to_netcdf.py>`
        to download the full example code.

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

.. _sphx_glr_examples_Creating_GS_Files_plot_csv_resolve_to_netcdf.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 = '..//..//..//..//example_material//example_2'

    # 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
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    .xr-array-wrap > label {
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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:      electromagnetic
        submethod:   frequency domain
        instrument:  resolve</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-5f341c68-e1ae-49f6-b512-f9f8e620c11c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5f341c68-e1ae-49f6-b512-f9f8e620c11c' 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-0d29f558-fdd7-4218-829f-f65cb9146ab6' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-0d29f558-fdd7-4218-829f-f65cb9146ab6' 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-4b7fdf6f-6280-4222-a446-b87ccc86fdb1' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-4b7fdf6f-6280-4222-a446-b87ccc86fdb1' 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-f9434400-7ee7-44f8-bf36-5c7068a938be' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f9434400-7ee7-44f8-bf36-5c7068a938be' 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-a629777d-6c55-4c70-b985-336b02de9b7e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-a629777d-6c55-4c70-b985-336b02de9b7e' class='xr-section-summary' >Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>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></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</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-76fcbd6c-ca34-4dba-b25b-4a1f8427464a' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-76fcbd6c-ca34-4dba-b25b-4a1f8427464a' 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-65194b2d-5a11-491d-9241-6ce0b0f17993' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-65194b2d-5a11-491d-9241-6ce0b0f17993' 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-fc130827-1e8f-47ea-8d26-2d315909e5f2' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-fc130827-1e8f-47ea-8d26-2d315909e5f2' 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-0d3ce82e-6236-4ef2-b9fe-8f1153755496' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-0d3ce82e-6236-4ef2-b9fe-8f1153755496' 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-e538b08b-0321-4cbb-9bf1-6cf0887732a5' class='xr-section-summary-in' type='checkbox'  checked><label for='section-e538b08b-0321-4cbb-9bf1-6cf0887732a5' class='xr-section-summary' >Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>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></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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    </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:
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      * 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</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-2141d68a-97ac-4374-a052-e1a3c75b1038' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-2141d68a-97ac-4374-a052-e1a3c75b1038' 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-4fecd9e6-f0ac-4690-82cc-80811cc91313' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-4fecd9e6-f0ac-4690-82cc-80811cc91313' 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-e07a349f-3855-40f6-98ea-11034b6857a0' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-e07a349f-3855-40f6-98ea-11034b6857a0' 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-17b47bdf-b515-4d98-a13a-92737a5b0ad5' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-17b47bdf-b515-4d98-a13a-92737a5b0ad5' 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-5c2a2fd6-91b6-4f53-9a2b-60dca0ac3e64' class='xr-section-summary-in' type='checkbox'  checked><label for='section-5c2a2fd6-91b6-4f53-9a2b-60dca0ac3e64' class='xr-section-summary' >Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>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></dl></div></li></ul></div></div></div></div></div></div></li><li class='xr-section-item'><input id='section-f4e2b706-fde5-43fd-a6ec-93f3a5d2bd2e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f4e2b706-fde5-43fd-a6ec-93f3a5d2bd2e' 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-e4148b9d-480f-4ded-902e-34d1bf196bde' class='xr-section-summary-in' type='checkbox'  checked><label for='section-e4148b9d-480f-4ded-902e-34d1bf196bde' 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 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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-2eb71161-b186-4893-bf39-9e884ed9215c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2eb71161-b186-4893-bf39-9e884ed9215c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cef67667-d8d9-4456-82b6-6c66da6480aa' class='xr-var-data-in' type='checkbox'><label for='data-cef67667-d8d9-4456-82b6-6c66da6480aa' title='Show/Hide data repr'><svg 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><dt><span>axis :</span></dt><dd>INDEX</dd></dl></div><div class='xr-var-data'><pre>array([   0,    1,    2, ..., 2331, 2332, 2333], 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-951d9d16-c089-47bc-b045-76457f5e4fd4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-951d9d16-c089-47bc-b045-76457f5e4fd4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-986d6f5f-d2e2-4b44-8b49-89f270f3b062' class='xr-var-data-in' type='checkbox'><label for='data-986d6f5f-d2e2-4b44-8b49-89f270f3b062' title='Show/Hide data repr'><svg 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-a54fe69d-cd1f-4e20-9366-e32fabc249dd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a54fe69d-cd1f-4e20-9366-e32fabc249dd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-338f2c04-47be-4611-8b8f-99a34539ef8f' class='xr-var-data-in' type='checkbox'><label for='data-338f2c04-47be-4611-8b8f-99a34539ef8f' title='Show/Hide data repr'><svg 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><dt><span>axis :</span></dt><dd>NV</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-8fc49cbc-9aed-498c-86f8-185e35ab1d64' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8fc49cbc-9aed-498c-86f8-185e35ab1d64' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f74b6633-bbd3-4796-af3d-a1ce1d2386d6' class='xr-var-data-in' type='checkbox'><label for='data-f74b6633-bbd3-4796-af3d-a1ce1d2386d6' title='Show/Hide data repr'><svg 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])</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-865d0944-e66c-4419-8892-d93813deddd8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-865d0944-e66c-4419-8892-d93813deddd8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5cbc7968-7f0a-4d43-877b-7600b4f68543' class='xr-var-data-in' type='checkbox'><label for='data-5cbc7968-7f0a-4d43-877b-7600b4f68543' title='Show/Hide data repr'><svg 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])</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-e7b093dc-8a16-4597-8f48-c7583713525c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e7b093dc-8a16-4597-8f48-c7583713525c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-59eee83b-2686-4b37-b9b6-35dd32b3dd41' class='xr-var-data-in' type='checkbox'><label for='data-59eee83b-2686-4b37-b9b6-35dd32b3dd41' title='Show/Hide data repr'><svg 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])</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-1d7b7f3b-b9ca-4e92-9363-eac523e84f8a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1d7b7f3b-b9ca-4e92-9363-eac523e84f8a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2f301826-afc2-41cd-bcb8-8e8d85c46dd4' class='xr-var-data-in' type='checkbox'><label for='data-2f301826-afc2-41cd-bcb8-8e8d85c46dd4' title='Show/Hide data repr'><svg 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])</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-dfb74456-bd78-4ad3-ba18-7dd140253f45' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dfb74456-bd78-4ad3-ba18-7dd140253f45' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3cac35f8-79a6-4829-890c-a4fea102b09f' class='xr-var-data-in' type='checkbox'><label for='data-3cac35f8-79a6-4829-890c-a4fea102b09f' title='Show/Hide data repr'><svg 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-d2117b39-26d1-4054-b627-89aac538f508' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d2117b39-26d1-4054-b627-89aac538f508' 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-94def83a-3723-4687-be35-02687bf46285' class='xr-section-summary-in' type='checkbox'  ><label for='section-94def83a-3723-4687-be35-02687bf46285' 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-c7243375-9a86-4595-9bfb-84115c731368' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c7243375-9a86-4595-9bfb-84115c731368' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-18f5bd3c-4163-4518-97be-2eb6f2ee5704' class='xr-var-data-in' type='checkbox'><label for='data-18f5bd3c-4163-4518-97be-2eb6f2ee5704' title='Show/Hide data repr'><svg 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-cf6f1331-675c-4c8e-af0c-3dcf620855a0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cf6f1331-675c-4c8e-af0c-3dcf620855a0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cd0aced2-1c3f-4946-9b4f-cb06ef8d8f8f' class='xr-var-data-in' type='checkbox'><label for='data-cd0aced2-1c3f-4946-9b4f-cb06ef8d8f8f' title='Show/Hide data repr'><svg 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], 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-99f91bc2-6178-49e0-90ed-1e6381b228bf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-99f91bc2-6178-49e0-90ed-1e6381b228bf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ccfb49fd-4a63-4bb3-a392-247a8b8de1aa' class='xr-var-data-in' type='checkbox'><label for='data-ccfb49fd-4a63-4bb3-a392-247a8b8de1aa' title='Show/Hide data repr'><svg 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])</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-c6d1b94f-ca78-4c67-bd5d-04c12b6f1969' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c6d1b94f-ca78-4c67-bd5d-04c12b6f1969' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-86f7e410-171e-48cb-8b06-1d03f8a7fb8e' class='xr-var-data-in' type='checkbox'><label for='data-86f7e410-171e-48cb-8b06-1d03f8a7fb8e' title='Show/Hide data repr'><svg 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     ])</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-6b11a07a-bf1e-48f7-a4b4-ced31f2afcb2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6b11a07a-bf1e-48f7-a4b4-ced31f2afcb2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e7310bb-225f-498d-97e6-338fe93ed9c1' class='xr-var-data-in' type='checkbox'><label for='data-5e7310bb-225f-498d-97e6-338fe93ed9c1' title='Show/Hide data repr'><svg 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])</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-d683c7ec-3d2d-4a7d-95a2-8ce8462891dc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d683c7ec-3d2d-4a7d-95a2-8ce8462891dc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-512605ec-4d88-4c0a-92eb-d0b73fb2f0c8' class='xr-var-data-in' type='checkbox'><label for='data-512605ec-4d88-4c0a-92eb-d0b73fb2f0c8' title='Show/Hide data repr'><svg 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])</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-d912b4f6-4920-4eed-b9fe-5042e01d7fd3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d912b4f6-4920-4eed-b9fe-5042e01d7fd3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c3de78f1-2d00-45ed-88d0-a0fe1d5ac5ff' class='xr-var-data-in' type='checkbox'><label for='data-c3de78f1-2d00-45ed-88d0-a0fe1d5ac5ff' title='Show/Hide data repr'><svg 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])</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-9f589c80-f58a-49c4-bcbe-7ec56650a239' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9f589c80-f58a-49c4-bcbe-7ec56650a239' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d6b4b15a-9f25-43c0-8772-20219a7866ea' class='xr-var-data-in' type='checkbox'><label for='data-d6b4b15a-9f25-43c0-8772-20219a7866ea' title='Show/Hide data repr'><svg 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])</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-5cda6f04-e611-4667-a10e-6b3109782b71' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5cda6f04-e611-4667-a10e-6b3109782b71' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b1651469-2d09-4421-9e11-6150a422befc' class='xr-var-data-in' type='checkbox'><label for='data-b1651469-2d09-4421-9e11-6150a422befc' title='Show/Hide data repr'><svg 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])</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-e3dcaba7-2137-4193-933a-05d2a28bddcb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e3dcaba7-2137-4193-933a-05d2a28bddcb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-65a1dd5c-931d-41c6-a11e-91ddce7db61f' class='xr-var-data-in' type='checkbox'><label for='data-65a1dd5c-931d-41c6-a11e-91ddce7db61f' title='Show/Hide data repr'><svg 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])</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-6d1e02d9-0b7a-4d81-9a15-17d85d3b28f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6d1e02d9-0b7a-4d81-9a15-17d85d3b28f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7dcbe598-57d2-41c1-a7e4-a4bd25cf6e0f' class='xr-var-data-in' type='checkbox'><label for='data-7dcbe598-57d2-41c1-a7e4-a4bd25cf6e0f' title='Show/Hide data repr'><svg 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])</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-31070fc1-3791-45c2-b534-2f71987b1efa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-31070fc1-3791-45c2-b534-2f71987b1efa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7fe68500-ac9f-455d-a9c8-c42ce50bebc5' class='xr-var-data-in' type='checkbox'><label for='data-7fe68500-ac9f-455d-a9c8-c42ce50bebc5' title='Show/Hide data repr'><svg 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])</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-93f1ac29-2265-4beb-abd7-0dc2ad7b1c80' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-93f1ac29-2265-4beb-abd7-0dc2ad7b1c80' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b353951e-c575-41f3-844a-5a944356fede' class='xr-var-data-in' type='checkbox'><label for='data-b353951e-c575-41f3-844a-5a944356fede' title='Show/Hide data repr'><svg 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])</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-cfe54bab-350b-418c-bfdd-2e347f84d7a6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cfe54bab-350b-418c-bfdd-2e347f84d7a6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-77290012-29d7-4dee-a17c-bbf856cd35bb' class='xr-var-data-in' type='checkbox'><label for='data-77290012-29d7-4dee-a17c-bbf856cd35bb' title='Show/Hide data repr'><svg 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])</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-1ce41834-ff1d-4b07-9a7f-4aaaac82c9c9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1ce41834-ff1d-4b07-9a7f-4aaaac82c9c9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-07790244-b5d7-4307-afbc-b9c8b8305cd2' class='xr-var-data-in' type='checkbox'><label for='data-07790244-b5d7-4307-afbc-b9c8b8305cd2' title='Show/Hide data repr'><svg 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])</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-2f0c9877-74cc-4e8e-94ee-cb1bd2fd91e8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2f0c9877-74cc-4e8e-94ee-cb1bd2fd91e8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef084f38-e5cc-4192-b2a7-de39ec4e53ed' class='xr-var-data-in' type='checkbox'><label for='data-ef084f38-e5cc-4192-b2a7-de39ec4e53ed' title='Show/Hide data repr'><svg 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 ])</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-468e7277-5d2f-44fe-82ee-6821debd3c70' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-468e7277-5d2f-44fe-82ee-6821debd3c70' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-17f89993-fdf7-41b6-8c51-95eb139d7357' class='xr-var-data-in' type='checkbox'><label for='data-17f89993-fdf7-41b6-8c51-95eb139d7357' title='Show/Hide data repr'><svg 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 ])</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-eedd3bae-59c0-4295-9f78-0f3079dbb20e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-eedd3bae-59c0-4295-9f78-0f3079dbb20e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5599c989-9c31-4131-b5ca-036628111be4' class='xr-var-data-in' type='checkbox'><label for='data-5599c989-9c31-4131-b5ca-036628111be4' title='Show/Hide data repr'><svg 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])</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-723f7103-c116-46e3-acdb-fc4822d03312' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-723f7103-c116-46e3-acdb-fc4822d03312' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6c96c52c-f684-4598-b920-33267557de42' class='xr-var-data-in' type='checkbox'><label for='data-6c96c52c-f684-4598-b920-33267557de42' title='Show/Hide data repr'><svg 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])</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-2717bbc3-509a-4e59-87e6-2f2fd8756331' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2717bbc3-509a-4e59-87e6-2f2fd8756331' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-02b29b47-77d3-4375-83f8-027902c00b35' class='xr-var-data-in' type='checkbox'><label for='data-02b29b47-77d3-4375-83f8-027902c00b35' title='Show/Hide data repr'><svg 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])</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-d82d5cad-15c8-4b2f-8d26-4173a7a8c99d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d82d5cad-15c8-4b2f-8d26-4173a7a8c99d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-77adc59c-20f5-4651-953c-d47d12ad07ec' class='xr-var-data-in' type='checkbox'><label for='data-77adc59c-20f5-4651-953c-d47d12ad07ec' title='Show/Hide data repr'><svg 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 ])</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-2865c484-1f91-4843-86de-367447f862f4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2865c484-1f91-4843-86de-367447f862f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4e472c35-e6d3-40ba-847d-c392d4b2cd2a' class='xr-var-data-in' type='checkbox'><label for='data-4e472c35-e6d3-40ba-847d-c392d4b2cd2a' title='Show/Hide data repr'><svg 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])</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-6495e20e-c71a-44a7-89cf-212425e5dbe0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6495e20e-c71a-44a7-89cf-212425e5dbe0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6707df5f-106e-44b9-9837-4a7cf551fd68' class='xr-var-data-in' type='checkbox'><label for='data-6707df5f-106e-44b9-9837-4a7cf551fd68' title='Show/Hide data repr'><svg 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])</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-060700ca-9fe9-4aea-b525-71da60912050' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-060700ca-9fe9-4aea-b525-71da60912050' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5528f4d6-4f52-4a2f-a018-76d68eba2190' class='xr-var-data-in' type='checkbox'><label for='data-5528f4d6-4f52-4a2f-a018-76d68eba2190' title='Show/Hide data repr'><svg 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  ])</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-3dd7b2c8-46e0-4a93-ba97-bde0fb6a3885' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3dd7b2c8-46e0-4a93-ba97-bde0fb6a3885' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0a5400a8-79cd-407e-930f-7ab36221ae80' class='xr-var-data-in' type='checkbox'><label for='data-0a5400a8-79cd-407e-930f-7ab36221ae80' title='Show/Hide data repr'><svg 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 ])</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-58730655-4619-41ed-9549-6824e3569bdd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-58730655-4619-41ed-9549-6824e3569bdd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4410a8ab-99a8-46af-bb92-4d6f3a8c9db7' class='xr-var-data-in' type='checkbox'><label for='data-4410a8ab-99a8-46af-bb92-4d6f3a8c9db7' title='Show/Hide data repr'><svg 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.])</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-1e502b4f-c47a-4652-a0f2-3bf436a5b6ff' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1e502b4f-c47a-4652-a0f2-3bf436a5b6ff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-813bf46b-48bb-438b-9c3d-fc2550f3fd1a' class='xr-var-data-in' type='checkbox'><label for='data-813bf46b-48bb-438b-9c3d-fc2550f3fd1a' title='Show/Hide data repr'><svg 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])</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-997bd3bf-20e5-4344-9e17-2ab73a05a052' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-997bd3bf-20e5-4344-9e17-2ab73a05a052' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-123c7b2d-48bf-47d9-b69c-19fdda4e1c6b' class='xr-var-data-in' type='checkbox'><label for='data-123c7b2d-48bf-47d9-b69c-19fdda4e1c6b' title='Show/Hide data repr'><svg 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])</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-7e877f3f-2e2d-4724-9466-a606632da2f1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7e877f3f-2e2d-4724-9466-a606632da2f1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2a941dff-ea6d-4889-b2e6-ab064794a1bc' class='xr-var-data-in' type='checkbox'><label for='data-2a941dff-ea6d-4889-b2e6-ab064794a1bc' title='Show/Hide data repr'><svg 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])</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-e0a1e3a7-2646-4b06-98e5-82f886f969c7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e0a1e3a7-2646-4b06-98e5-82f886f969c7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-20180353-610b-4388-9f5e-fa49acdbd2f0' class='xr-var-data-in' type='checkbox'><label for='data-20180353-610b-4388-9f5e-fa49acdbd2f0' title='Show/Hide data repr'><svg 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])</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-77057433-42f6-4d83-bcf0-e6194170bc80' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-77057433-42f6-4d83-bcf0-e6194170bc80' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-98ae96b1-f74c-41e9-a436-a6e744d5a403' class='xr-var-data-in' type='checkbox'><label for='data-98ae96b1-f74c-41e9-a436-a6e744d5a403' title='Show/Hide data repr'><svg 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])</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-4fdd15ae-fa5b-4d74-b575-c2b323648382' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4fdd15ae-fa5b-4d74-b575-c2b323648382' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-03fccf8b-8f35-44ea-ba24-b583bfabcd87' class='xr-var-data-in' type='checkbox'><label for='data-03fccf8b-8f35-44ea-ba24-b583bfabcd87' title='Show/Hide data repr'><svg 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])</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-23f99d08-6876-41ab-9c1a-f84b059645e7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-23f99d08-6876-41ab-9c1a-f84b059645e7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-908d74b8-417d-43d4-b055-7ecf247a83b6' class='xr-var-data-in' type='checkbox'><label for='data-908d74b8-417d-43d4-b055-7ecf247a83b6' title='Show/Hide data repr'><svg 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])</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-50009bb2-68e0-4c58-bf5a-a677379a97a5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-50009bb2-68e0-4c58-bf5a-a677379a97a5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-872e417a-d4f4-4f82-8d1a-b2cdc5d0cad0' class='xr-var-data-in' type='checkbox'><label for='data-872e417a-d4f4-4f82-8d1a-b2cdc5d0cad0' title='Show/Hide data repr'><svg 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])</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-62633a0f-fe26-4dc6-ab08-0d62170a4a82' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-62633a0f-fe26-4dc6-ab08-0d62170a4a82' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fdb2ee3b-af78-4bad-bd14-2933d43d7793' class='xr-var-data-in' type='checkbox'><label for='data-fdb2ee3b-af78-4bad-bd14-2933d43d7793' title='Show/Hide data repr'><svg 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])</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-24801627-df2b-4ca2-898a-5207e2887d63' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-24801627-df2b-4ca2-898a-5207e2887d63' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5272a864-5755-4274-99ff-6fc549fa0040' class='xr-var-data-in' type='checkbox'><label for='data-5272a864-5755-4274-99ff-6fc549fa0040' title='Show/Hide data repr'><svg 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])</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-11490ef9-cee8-4de8-81ec-388eeedef960' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-11490ef9-cee8-4de8-81ec-388eeedef960' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-da563086-a89c-4157-90a0-f5eee6c98d65' class='xr-var-data-in' type='checkbox'><label for='data-da563086-a89c-4157-90a0-f5eee6c98d65' title='Show/Hide data repr'><svg 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])</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-7cb44b14-71b6-4010-9a1c-88c243616bd8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7cb44b14-71b6-4010-9a1c-88c243616bd8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b0d6ee6c-6588-460b-ae62-171a972760e6' class='xr-var-data-in' type='checkbox'><label for='data-b0d6ee6c-6588-460b-ae62-171a972760e6' title='Show/Hide data repr'><svg 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])</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-c1a0bf96-a5ad-4456-a8d7-96c0b6b21a6b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c1a0bf96-a5ad-4456-a8d7-96c0b6b21a6b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b132dcb4-3236-42b7-b2c3-0b5a24c94125' class='xr-var-data-in' type='checkbox'><label for='data-b132dcb4-3236-42b7-b2c3-0b5a24c94125' title='Show/Hide data repr'><svg 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])</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-2a9c57fe-caa6-4b5b-b634-e8aee3591901' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2a9c57fe-caa6-4b5b-b634-e8aee3591901' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6d6564e6-e1a4-4205-ad7d-553cdbed37cb' class='xr-var-data-in' type='checkbox'><label for='data-6d6564e6-e1a4-4205-ad7d-553cdbed37cb' title='Show/Hide data repr'><svg 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])</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-17f972d5-2c49-4379-93f1-0ebd54904531' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-17f972d5-2c49-4379-93f1-0ebd54904531' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e3e15219-480f-4801-a3ea-2bc78c7cba87' class='xr-var-data-in' type='checkbox'><label for='data-e3e15219-480f-4801-a3ea-2bc78c7cba87' title='Show/Hide data repr'><svg 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])</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-4fa7eac9-cb7f-43ce-b869-6dd252c0ca57' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4fa7eac9-cb7f-43ce-b869-6dd252c0ca57' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0851f91a-8aac-4e12-969d-97c2b9bff19f' class='xr-var-data-in' type='checkbox'><label for='data-0851f91a-8aac-4e12-969d-97c2b9bff19f' title='Show/Hide data repr'><svg 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])</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-b570096a-9766-4fc3-a35e-594b12de6ec8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b570096a-9766-4fc3-a35e-594b12de6ec8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-25bfec78-cb80-4dd1-aa49-91a14237ce7a' class='xr-var-data-in' type='checkbox'><label for='data-25bfec78-cb80-4dd1-aa49-91a14237ce7a' title='Show/Hide data repr'><svg 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 ])</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-feecdb90-3f47-4669-9f6f-c87291ee8eba' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-feecdb90-3f47-4669-9f6f-c87291ee8eba' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fd06843e-4fef-4508-a0b6-777041e4ef47' class='xr-var-data-in' type='checkbox'><label for='data-fd06843e-4fef-4508-a0b6-777041e4ef47' title='Show/Hide data repr'><svg 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])</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-d912708b-3212-44bd-9d83-58dba44c94b4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d912708b-3212-44bd-9d83-58dba44c94b4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ec414997-ca09-458e-8bd2-5db2b16fcfec' class='xr-var-data-in' type='checkbox'><label for='data-ec414997-ca09-458e-8bd2-5db2b16fcfec' title='Show/Hide data repr'><svg 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])</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-5931cbac-467b-492d-bc71-db8b7dc4c4d9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5931cbac-467b-492d-bc71-db8b7dc4c4d9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b8cb800f-4a00-4dde-b685-1e5c634d2901' class='xr-var-data-in' type='checkbox'><label for='data-b8cb800f-4a00-4dde-b685-1e5c634d2901' title='Show/Hide data repr'><svg 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])</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-d5447368-86af-41ab-bb3a-d05f50157e6b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d5447368-86af-41ab-bb3a-d05f50157e6b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d0e11adc-bfd4-49a6-bf82-1a3b925a2f32' class='xr-var-data-in' type='checkbox'><label for='data-d0e11adc-bfd4-49a6-bf82-1a3b925a2f32' title='Show/Hide data repr'><svg 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])</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-eea43c29-9793-4e3a-80a8-7e16b5cf9e7a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-eea43c29-9793-4e3a-80a8-7e16b5cf9e7a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9b41c69b-968d-4985-b862-458bf21a2ba9' class='xr-var-data-in' type='checkbox'><label for='data-9b41c69b-968d-4985-b862-458bf21a2ba9' title='Show/Hide data repr'><svg 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])</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-0299d0f7-977b-4297-a121-b56258092984' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0299d0f7-977b-4297-a121-b56258092984' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b89d3c70-5a99-42b1-9694-374e1e114021' class='xr-var-data-in' type='checkbox'><label for='data-b89d3c70-5a99-42b1-9694-374e1e114021' title='Show/Hide data repr'><svg 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])</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-65140b70-b233-40a0-a4ad-f9d9ef737665' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-65140b70-b233-40a0-a4ad-f9d9ef737665' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9d824de7-e31a-46c1-b9f2-b2b11548b97d' class='xr-var-data-in' type='checkbox'><label for='data-9d824de7-e31a-46c1-b9f2-b2b11548b97d' title='Show/Hide data repr'><svg 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 ])</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-9af8c6b7-8516-4611-bea2-5adeed8b85a7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9af8c6b7-8516-4611-bea2-5adeed8b85a7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-868396ee-7f95-4e91-8c9b-472b31d6fc8d' class='xr-var-data-in' type='checkbox'><label for='data-868396ee-7f95-4e91-8c9b-472b31d6fc8d' title='Show/Hide data repr'><svg 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 ])</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-df624cd3-abeb-484a-8959-27df5e4feb0f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-df624cd3-abeb-484a-8959-27df5e4feb0f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bcd6d0d2-99b1-4b09-9965-a49cf89a1067' class='xr-var-data-in' type='checkbox'><label for='data-bcd6d0d2-99b1-4b09-9965-a49cf89a1067' title='Show/Hide data repr'><svg 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]])</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-f71b368c-6064-4777-ad28-90aec00ddcd6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f71b368c-6064-4777-ad28-90aec00ddcd6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-06f59f69-cd9a-42ce-b266-300d5bcd2a38' class='xr-var-data-in' type='checkbox'><label for='data-06f59f69-cd9a-42ce-b266-300d5bcd2a38' title='Show/Hide data repr'><svg 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])</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-2d82bb67-8ff6-4752-9caa-6e3821b228c0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2d82bb67-8ff6-4752-9caa-6e3821b228c0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-54d91ab7-167c-48a4-8b79-0a2c06e51e59' class='xr-var-data-in' type='checkbox'><label for='data-54d91ab7-167c-48a4-8b79-0a2c06e51e59' title='Show/Hide data repr'><svg 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])</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-f44fdcf0-469d-48e1-b4cf-d25ac1c9f13e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f44fdcf0-469d-48e1-b4cf-d25ac1c9f13e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-64e64e3d-1424-462b-8ac2-929f35590589' class='xr-var-data-in' type='checkbox'><label for='data-64e64e3d-1424-462b-8ac2-929f35590589' title='Show/Hide data repr'><svg 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])</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-4f2480f3-7683-423d-9674-c20b0d27dcc3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4f2480f3-7683-423d-9674-c20b0d27dcc3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-018ec80b-255c-4f25-b33b-03ef290e1a66' class='xr-var-data-in' type='checkbox'><label for='data-018ec80b-255c-4f25-b33b-03ef290e1a66' title='Show/Hide data repr'><svg 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])</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-19a70223-ef8c-437d-969d-b51d6cb574d4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-19a70223-ef8c-437d-969d-b51d6cb574d4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5c2fe284-3c87-47bd-b665-3e8b75fd32fb' class='xr-var-data-in' type='checkbox'><label for='data-5c2fe284-3c87-47bd-b665-3e8b75fd32fb' title='Show/Hide data repr'><svg 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])</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-0bcb5843-fb70-4fc3-9dc7-0960cca4703e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0bcb5843-fb70-4fc3-9dc7-0960cca4703e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e55a252-f23b-4766-9b00-471a9fbc4713' class='xr-var-data-in' type='checkbox'><label for='data-5e55a252-f23b-4766-9b00-471a9fbc4713' title='Show/Hide data repr'><svg 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])</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-1350678a-92db-4615-aaa3-2267085ef239' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1350678a-92db-4615-aaa3-2267085ef239' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-21b643de-4fee-4ae8-982d-22c8eda25be9' class='xr-var-data-in' type='checkbox'><label for='data-21b643de-4fee-4ae8-982d-22c8eda25be9' title='Show/Hide data repr'><svg 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.])</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-e90090dc-d38d-4e41-9a2d-ac09597dd616' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e90090dc-d38d-4e41-9a2d-ac09597dd616' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7ca50740-2d31-4b85-a003-ba1905f3f94b' class='xr-var-data-in' type='checkbox'><label for='data-7ca50740-2d31-4b85-a003-ba1905f3f94b' title='Show/Hide data repr'><svg 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])</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-d6e5a8fa-5e67-4d06-bc3b-f908c2945a05' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d6e5a8fa-5e67-4d06-bc3b-f908c2945a05' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-12d6d838-ebb0-4d68-bd55-158d8aafede4' class='xr-var-data-in' type='checkbox'><label for='data-12d6d838-ebb0-4d68-bd55-158d8aafede4' title='Show/Hide data repr'><svg 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]])</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-11ddb9db-1e0a-424d-a34a-7f627d7e2f42' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-11ddb9db-1e0a-424d-a34a-7f627d7e2f42' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8077ede5-b87d-4ab5-ba9d-532d3ed1ad68' class='xr-var-data-in' type='checkbox'><label for='data-8077ede5-b87d-4ab5-ba9d-532d3ed1ad68' title='Show/Hide data repr'><svg 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]])</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-d792416b-4664-47ad-95a6-5928c08f5bbe' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d792416b-4664-47ad-95a6-5928c08f5bbe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7a7357a6-f7c7-458e-b9c0-48d53fb71789' class='xr-var-data-in' type='checkbox'><label for='data-7a7357a6-f7c7-458e-b9c0-48d53fb71789' title='Show/Hide data repr'><svg 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])</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-ff07c8f3-28aa-45b3-91ad-488a071480eb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ff07c8f3-28aa-45b3-91ad-488a071480eb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-407433cc-0212-4e9e-956b-b69bd9d93447' class='xr-var-data-in' type='checkbox'><label for='data-407433cc-0212-4e9e-956b-b69bd9d93447' title='Show/Hide data repr'><svg 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])</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-6084441b-abdc-42cc-afc0-82662145ccc1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6084441b-abdc-42cc-afc0-82662145ccc1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b4c6bb60-15f0-4a79-aee4-48a31ea00b9f' class='xr-var-data-in' type='checkbox'><label for='data-b4c6bb60-15f0-4a79-aee4-48a31ea00b9f' title='Show/Hide data repr'><svg 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])</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-523bd394-ef90-4473-9846-87d5980f3f44' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-523bd394-ef90-4473-9846-87d5980f3f44' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c2ddb0e9-1175-45ed-8a63-d53173abadf2' class='xr-var-data-in' type='checkbox'><label for='data-c2ddb0e9-1175-45ed-8a63-d53173abadf2' title='Show/Hide data repr'><svg 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])</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-8abce6e2-3f41-4b17-a08e-2c9cfa34626e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8abce6e2-3f41-4b17-a08e-2c9cfa34626e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e2186432-c1ef-4fb0-85fa-2d879774d1bd' class='xr-var-data-in' type='checkbox'><label for='data-e2186432-c1ef-4fb0-85fa-2d879774d1bd' title='Show/Hide data repr'><svg 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])</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-783d99a4-828a-478a-b72e-6a3da56bdf22' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-783d99a4-828a-478a-b72e-6a3da56bdf22' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bb2a5f72-6dfc-4c90-9bc2-c7eebfa21d84' class='xr-var-data-in' type='checkbox'><label for='data-bb2a5f72-6dfc-4c90-9bc2-c7eebfa21d84' title='Show/Hide data repr'><svg 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.])</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-8a3bdea7-09d5-49ce-ba90-ab93b03f35a2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8a3bdea7-09d5-49ce-ba90-ab93b03f35a2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fac9743b-f661-45bf-8afe-445d66efb1ac' class='xr-var-data-in' type='checkbox'><label for='data-fac9743b-f661-45bf-8afe-445d66efb1ac' title='Show/Hide data repr'><svg 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.])</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-42019301-694b-4e42-a382-c4ebeaeacbc2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-42019301-694b-4e42-a382-c4ebeaeacbc2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-16fc9141-0685-42d7-b480-315201680444' class='xr-var-data-in' type='checkbox'><label for='data-16fc9141-0685-42d7-b480-315201680444' title='Show/Hide data repr'><svg 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.])</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-53cc5762-f2f0-4f9f-b4cf-5559facbe5ce' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-53cc5762-f2f0-4f9f-b4cf-5559facbe5ce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7b7fff3a-d234-4ff8-a62c-868067b06b12' class='xr-var-data-in' type='checkbox'><label for='data-7b7fff3a-d234-4ff8-a62c-868067b06b12' title='Show/Hide data repr'><svg 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.])</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-e749492c-cf97-41d2-9c89-27b6ea93cb97' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e749492c-cf97-41d2-9c89-27b6ea93cb97' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-664cb54c-07ad-4e93-a6b0-6e97928376e9' class='xr-var-data-in' type='checkbox'><label for='data-664cb54c-07ad-4e93-a6b0-6e97928376e9' title='Show/Hide data repr'><svg 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.])</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-27939e3d-4471-4d01-a272-0ce83d3c181b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-27939e3d-4471-4d01-a272-0ce83d3c181b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-73e2033b-f048-43f9-89f4-dd7df37d6675' class='xr-var-data-in' type='checkbox'><label for='data-73e2033b-f048-43f9-89f4-dd7df37d6675' title='Show/Hide data repr'><svg 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])</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-f68e189c-3a56-4347-82bf-05c8dab9f380' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f68e189c-3a56-4347-82bf-05c8dab9f380' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6bc5497a-da40-44c1-b5b1-d37f01222783' class='xr-var-data-in' type='checkbox'><label for='data-6bc5497a-da40-44c1-b5b1-d37f01222783' title='Show/Hide data repr'><svg 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]])</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-d4e22389-1327-46b2-9b00-67dd5c2af779' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d4e22389-1327-46b2-9b00-67dd5c2af779' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-61dd3e20-5d2e-467b-9040-0d7d968ca367' class='xr-var-data-in' type='checkbox'><label for='data-61dd3e20-5d2e-467b-9040-0d7d968ca367' title='Show/Hide data repr'><svg 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]])</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-2ee6201d-b22d-49bc-a29c-de4ad472414c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2ee6201d-b22d-49bc-a29c-de4ad472414c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-252c80c3-26e4-41c8-a1e4-31f778d1b0bc' class='xr-var-data-in' type='checkbox'><label for='data-252c80c3-26e4-41c8-a1e4-31f778d1b0bc' title='Show/Hide data repr'><svg 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]])</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-8d23ac23-2735-464f-87c2-60409d886183' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8d23ac23-2735-464f-87c2-60409d886183' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-39b3c46d-dcd9-4918-9984-df8bc8a84a2a' class='xr-var-data-in' type='checkbox'><label for='data-39b3c46d-dcd9-4918-9984-df8bc8a84a2a' title='Show/Hide data repr'><svg 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],
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             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]])</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-b505433d-b969-42c0-b464-29d07c34559e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b505433d-b969-42c0-b464-29d07c34559e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3e04d85c-322f-4b1a-841c-e4eb6994ce45' class='xr-var-data-in' type='checkbox'><label for='data-3e04d85c-322f-4b1a-841c-e4eb6994ce45' title='Show/Hide data repr'><svg 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,
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           [  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],
           [  95.84790802,  189.64610291,   91.34499359,  505.5385437 ,
            1317.82531738, 2008.14611816]])</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-be216546-b9fa-433b-9416-edda52bb4a17' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-be216546-b9fa-433b-9416-edda52bb4a17' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-11186048-883c-491d-b0b4-f7d204dd2623' class='xr-var-data-in' type='checkbox'><label for='data-11186048-883c-491d-b0b4-f7d204dd2623' title='Show/Hide data repr'><svg 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],
           [  80.98508453,  201.68551636,   97.78876495,  283.44436646,
             176.55760193,  137.57797241],
           [  56.02865219,  131.59169006,   74.9103775 ,  338.50891113,
             466.52639771,  369.52008057],
           ...,
           [ 184.81713867,  458.01174927,  252.12159729,  992.12182617,
            1252.0111084 ,  716.16259766],
           [ 110.68795013,  313.09295654,  188.6153717 ,  809.74560547,
             863.19592285,  500.93768311],
           [ 102.43125153,  223.28833008,  129.80227661,  563.83129883,
             839.41766357,  696.33276367]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-78371a72-dfa7-4f74-9c18-f88115ff5f45' class='xr-section-summary-in' type='checkbox'  checked><label for='section-78371a72-dfa7-4f74-9c18-f88115ff5f45' class='xr-section-summary' >Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>content :</span></dt><dd>raw data</dd><dt><span>comment :</span></dt><dd>This dataset includes minimally processed (raw) AEM data</dd><dt><span>type :</span></dt><dd>data</dd><dt><span>method :</span></dt><dd>electromagnetic</dd><dt><span>instrument :</span></dt><dd>resolve</dd></dl></div></li></ul></div></div>
    </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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      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;
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    </style><pre class='xr-text-repr-fallback'>&lt;xarray.DatasetView&gt; Size: 6MB
    Dimensions:           (index: 9999, layer_depth: 30, nv: 2)
    Coordinates:
        spatial_ref       float64 8B 0.0
      * index             (index) int32 40kB 0 1 2 3 4 ... 9994 9995 9996 9997 9998
      * layer_depth       (layer_depth) float64 240B 0.5 1.55 2.7 ... 119.7 132.5
      * nv                (nv) int64 16B 0 1
        x                 (index) float64 80kB 5.36e+05 5.36e+05 ... 5.297e+05
        y                 (index) float64 80kB 1.205e+06 1.205e+06 ... 1.197e+06
        z                 (index) float64 80kB 41.1 41.1 41.1 ... 41.7 41.7 41.5
    Data variables: (12/18)
        layer_depth_bnds  (layer_depth, nv) float64 480B 0.0 1.0 1.0 ... 125.0 140.0
        line              (index) int64 80kB 10010 10010 10010 ... 10330 10330 10330
        lat_wgs84_dd      (index) float64 80kB 33.76 33.76 33.76 ... 33.69 33.69
        lon_wgs84_dd      (index) float64 80kB -90.17 -90.17 ... -90.24 -90.24
        x_wgs84_albers    (index) float64 80kB 5.36e+05 5.36e+05 ... 5.297e+05
        y_wgs84_albers    (index) float64 80kB 1.205e+06 1.205e+06 ... 1.197e+06
        ...                ...
        resdata           (index) float64 80kB 0.422 0.886 0.813 ... 0.396 0.355
        restotal          (index) float64 80kB 0.293 0.293 0.293 ... 0.293 0.293
        RHO_I             (index, layer_depth) float64 2MB 9.74 14.9 ... 15.9 16.6
        RHO_I_STD         (index, layer_depth) float64 2MB 3.14 2.46 ... 10.8 99.0
        doi_conservative  (index) float64 80kB 27.8 65.0 65.0 ... 70.1 70.4 70.6
        doi_standard      (index) float64 80kB 66.2 78.2 78.2 ... 87.6 87.9 88.0
    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-40109da5-1e0d-421e-9ca3-9a53eeb2d0d6' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-40109da5-1e0d-421e-9ca3-9a53eeb2d0d6' 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-3c598565-4fa8-44ec-8403-19c7f2d2f9ca' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-3c598565-4fa8-44ec-8403-19c7f2d2f9ca' 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-b71b1488-648e-4142-bf8d-12cefb9817fa' class='xr-section-summary-in' type='checkbox'  checked><label for='section-b71b1488-648e-4142-bf8d-12cefb9817fa' 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-c9a66791-6ae9-4c87-a0ee-04846b347a0f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c9a66791-6ae9-4c87-a0ee-04846b347a0f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-54da8ce4-462e-4580-bd2c-89e50c6ea442' class='xr-var-data-in' type='checkbox'><label for='data-54da8ce4-462e-4580-bd2c-89e50c6ea442' title='Show/Hide data repr'><svg 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-be2f7ff5-6ee0-465a-92f9-02ee514f1d22' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-be2f7ff5-6ee0-465a-92f9-02ee514f1d22' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2e030fa9-4c63-42c8-b9d6-277c2306f3bc' class='xr-var-data-in' type='checkbox'><label for='data-2e030fa9-4c63-42c8-b9d6-277c2306f3bc' title='Show/Hide data repr'><svg 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><dt><span>axis :</span></dt><dd>INDEX</dd></dl></div><div class='xr-var-data'><pre>array([   0,    1,    2, ..., 9996, 9997, 9998], 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-b70e87f0-b460-445d-8d1c-c1d344ef7292' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b70e87f0-b460-445d-8d1c-c1d344ef7292' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8aa3ed35-121c-4364-8a17-02b01c9b4345' class='xr-var-data-in' type='checkbox'><label for='data-8aa3ed35-121c-4364-8a17-02b01c9b4345' title='Show/Hide data repr'><svg 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-16d81e37-7174-4519-8ae5-b69214702e4f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-16d81e37-7174-4519-8ae5-b69214702e4f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c3a6aa3d-fec6-42f9-bdfb-dbf0f6879f86' class='xr-var-data-in' type='checkbox'><label for='data-c3a6aa3d-fec6-42f9-bdfb-dbf0f6879f86' title='Show/Hide data repr'><svg 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><dt><span>axis :</span></dt><dd>NV</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-8d6863b0-76d7-4c39-8b07-397caa2a4038' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8d6863b0-76d7-4c39-8b07-397caa2a4038' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d64da027-8076-49c0-b7e6-527a78b97325' class='xr-var-data-in' type='checkbox'><label for='data-d64da027-8076-49c0-b7e6-527a78b97325' title='Show/Hide data repr'><svg 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])</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-886b9855-c576-4eb9-8f96-b9c6a87053c0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-886b9855-c576-4eb9-8f96-b9c6a87053c0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3f145d8-21a4-4cc6-8e10-7f4ce93ad9cf' class='xr-var-data-in' type='checkbox'><label for='data-b3f145d8-21a4-4cc6-8e10-7f4ce93ad9cf' title='Show/Hide data repr'><svg 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])</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-0b9235da-58df-4801-8169-2a9c899b9c90' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0b9235da-58df-4801-8169-2a9c899b9c90' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-080647ba-521b-4739-a4d2-64769fa4d73d' class='xr-var-data-in' type='checkbox'><label for='data-080647ba-521b-4739-a4d2-64769fa4d73d' title='Show/Hide data repr'><svg 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])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-49002676-5f71-453f-b737-d753782f6938' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-49002676-5f71-453f-b737-d753782f6938' 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-1fc2b422-6431-45f6-92d1-bfb2837cb899' class='xr-section-summary-in' type='checkbox'  ><label for='section-1fc2b422-6431-45f6-92d1-bfb2837cb899' 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-d6783589-675d-4890-9bf8-d78e9cc79665' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d6783589-675d-4890-9bf8-d78e9cc79665' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e54b0c67-4b67-42f4-a89b-b416ca382c2a' class='xr-var-data-in' type='checkbox'><label for='data-e54b0c67-4b67-42f4-a89b-b416ca382c2a' title='Show/Hide data repr'><svg 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-10750132-175a-4977-8748-7434462a355f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-10750132-175a-4977-8748-7434462a355f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-921e33c6-6780-4a6a-ab6b-2dc8248bad5a' class='xr-var-data-in' type='checkbox'><label for='data-921e33c6-6780-4a6a-ab6b-2dc8248bad5a' title='Show/Hide data repr'><svg 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])</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-55fb5ce0-5a1e-4d6c-93c4-36aa0d45b7a1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-55fb5ce0-5a1e-4d6c-93c4-36aa0d45b7a1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1dcefaa0-6e93-4a86-9617-ff79e08e17a6' class='xr-var-data-in' type='checkbox'><label for='data-1dcefaa0-6e93-4a86-9617-ff79e08e17a6' title='Show/Hide data repr'><svg 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])</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-e3bf660b-dfa5-453e-8b0c-8bcab0d1c747' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e3bf660b-dfa5-453e-8b0c-8bcab0d1c747' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3b11d601-199f-495e-8b86-9cfa5663a160' class='xr-var-data-in' type='checkbox'><label for='data-3b11d601-199f-495e-8b86-9cfa5663a160' title='Show/Hide data repr'><svg 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])</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-c22c5ae1-f37b-4aa3-a440-ab73f985cadb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c22c5ae1-f37b-4aa3-a440-ab73f985cadb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d5ba83e2-968a-4abb-94ef-19e35492ba59' class='xr-var-data-in' type='checkbox'><label for='data-d5ba83e2-968a-4abb-94ef-19e35492ba59' title='Show/Hide data repr'><svg 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])</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-5a92d401-8239-47b1-a428-70af03b52158' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5a92d401-8239-47b1-a428-70af03b52158' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f0f52c2e-eed5-4c53-b66e-4490a05bd092' class='xr-var-data-in' type='checkbox'><label for='data-f0f52c2e-eed5-4c53-b66e-4490a05bd092' title='Show/Hide data repr'><svg 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])</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-68f4fa26-7c33-4fdc-9f32-e02e0504d588' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-68f4fa26-7c33-4fdc-9f32-e02e0504d588' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6e81c434-a8b1-4d65-9c4a-b134daa7a129' class='xr-var-data-in' type='checkbox'><label for='data-6e81c434-a8b1-4d65-9c4a-b134daa7a129' title='Show/Hide data repr'><svg 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 9999]</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])</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-038befe2-b8fc-4d1c-9493-a4a17dd5d73d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-038befe2-b8fc-4d1c-9493-a4a17dd5d73d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8c4bf7eb-e645-4155-9b46-7d710dcfccd2' class='xr-var-data-in' type='checkbox'><label for='data-8c4bf7eb-e645-4155-9b46-7d710dcfccd2' title='Show/Hide data repr'><svg 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])</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-87cceb4c-e6b1-4101-9bda-97ad7fab3692' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-87cceb4c-e6b1-4101-9bda-97ad7fab3692' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-189780b6-68de-414d-82c3-835d5224fe58' class='xr-var-data-in' type='checkbox'><label for='data-189780b6-68de-414d-82c3-835d5224fe58' title='Show/Hide data repr'><svg 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. ])</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-b29cca1b-c503-4eaa-b801-9785235006a8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b29cca1b-c503-4eaa-b801-9785235006a8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cd4a715b-7efa-4521-bcac-bdd14de6e254' class='xr-var-data-in' type='checkbox'><label for='data-cd4a715b-7efa-4521-bcac-bdd14de6e254' title='Show/Hide data repr'><svg 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])</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-2649913b-5607-46bc-af85-d3cee158e783' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2649913b-5607-46bc-af85-d3cee158e783' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e95f4153-63cc-4e49-a88c-ef69d71fbded' class='xr-var-data-in' type='checkbox'><label for='data-e95f4153-63cc-4e49-a88c-ef69d71fbded' title='Show/Hide data repr'><svg 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])</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-32667443-6065-40d9-8e4e-77f29f6f767c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-32667443-6065-40d9-8e4e-77f29f6f767c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-01a1ced3-7008-40c1-8d0f-f98387bef294' class='xr-var-data-in' type='checkbox'><label for='data-01a1ced3-7008-40c1-8d0f-f98387bef294' title='Show/Hide data repr'><svg 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])</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-a7db3f3c-a9f9-419d-aa32-0dd4758dc29a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a7db3f3c-a9f9-419d-aa32-0dd4758dc29a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-52967f4f-bda2-4b02-aa83-8c0ce841866a' class='xr-var-data-in' type='checkbox'><label for='data-52967f4f-bda2-4b02-aa83-8c0ce841866a' title='Show/Hide data repr'><svg 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])</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-21bbbd41-4024-4a45-bb4d-df0bbe599c72' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-21bbbd41-4024-4a45-bb4d-df0bbe599c72' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6a244dcb-12d8-44ab-899d-22a38ece1c60' class='xr-var-data-in' type='checkbox'><label for='data-6a244dcb-12d8-44ab-899d-22a38ece1c60' title='Show/Hide data repr'><svg 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])</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-eb75b256-0815-466e-878a-66c621c6ff2a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-eb75b256-0815-466e-878a-66c621c6ff2a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9925eba0-3050-4241-a5c6-bb515a9b995a' class='xr-var-data-in' type='checkbox'><label for='data-9925eba0-3050-4241-a5c6-bb515a9b995a' title='Show/Hide data repr'><svg 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 ]])</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-c45ab96d-d258-4ae9-8f37-b4db41223969' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c45ab96d-d258-4ae9-8f37-b4db41223969' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-716d985f-0219-4b2a-a7a6-c15c7e432823' class='xr-var-data-in' type='checkbox'><label for='data-716d985f-0219-4b2a-a7a6-c15c7e432823' title='Show/Hide data repr'><svg 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.  ]])</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-838f83fd-90fd-4e43-8e8c-b4b648e41012' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-838f83fd-90fd-4e43-8e8c-b4b648e41012' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-72354cd3-6f61-42a0-b178-d1dc47bec9cd' class='xr-var-data-in' type='checkbox'><label for='data-72354cd3-6f61-42a0-b178-d1dc47bec9cd' title='Show/Hide data repr'><svg 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])</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-ea647cd6-dc23-4bc7-842e-14debefdd8d5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ea647cd6-dc23-4bc7-842e-14debefdd8d5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e7a9c502-d508-4806-a5ca-58162e002ac5' class='xr-var-data-in' type='checkbox'><label for='data-e7a9c502-d508-4806-a5ca-58162e002ac5' title='Show/Hide data repr'><svg 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. ])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-364a15b3-fe6b-4ccd-8001-b67571776e94' class='xr-section-summary-in' type='checkbox'  checked><label for='section-364a15b3-fe6b-4ccd-8001-b67571776e94' 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, 'model//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_csv_resolve_to_netcdf_001.png
         :alt: plot csv resolve to netcdf
         :srcset: /examples/Creating_GS_Files/images/sphx_glr_plot_csv_resolve_to_netcdf_001.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/Creating_GS_Files/images/sphx_glr_plot_csv_resolve_to_netcdf_002.png
         :alt: plot csv resolve to netcdf
         :srcset: /examples/Creating_GS_Files/images/sphx_glr_plot_csv_resolve_to_netcdf_002.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/Creating_GS_Files/images/sphx_glr_plot_csv_resolve_to_netcdf_003.png
         :alt: plot csv resolve to netcdf
         :srcset: /examples/Creating_GS_Files/images/sphx_glr_plot_csv_resolve_to_netcdf_003.png
         :class: sphx-glr-multi-img






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

   **Total running time of the script:** (0 minutes 4.024 seconds)


.. _sphx_glr_download_examples_Creating_GS_Files_plot_csv_resolve_to_netcdf.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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