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

.. only:: html

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

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

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

.. _sphx_glr_source_auto_examples_discovery_skip_improve.py:


IMPROVE Data
-----------

This example shows how to get IMPROVE data for the
system located at ARM's Southern Great Plains site.

.. GENERATED FROM PYTHON SOURCE LINES 9-31

.. code-block:: Python


    import act
    import matplotlib.pyplot as plt

    # Pull the data using the site_id from IMPROVE
    # https://views.cira.colostate.edu/adms/Pub/SiteSummary.aspx?dsidse=10001&siidse=244
    ds = act.discovery.get_improve_data(site_id='244', start_date='1/1/2023', end_date='12/31/2023')

    # Remove all data that's set to the FillValue
    ds = ds.where(ds['aluminum_fine'] != ds['aluminum_fine'].attrs['_FillValue'])

    display = act.plotting.TimeSeriesDisplay(ds, figsize=(10, 6))
    display.plot('aluminum_fine')

    # Print out the known problems documented by IMPROVE
    print(ds.attrs['site_problems'])

    # Write out the data to netCDF and csv
    ds.to_netcdf('./sgpimprove.20230101.nc')
    ds.to_dataframe().to_csv('sgpimprove.20230101.csv')

    plt.show()


.. _sphx_glr_download_source_auto_examples_discovery_skip_improve.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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