.. _sphx_glr_auto_examples_workflows:

.. _workflow_examples:

Workflow examples
--------------------------

Examples showing full workflows, including reading, applying corrections, and visualizations.



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

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    <div class="sphx-glr-thumbcontainer" tooltip="Built-in transformations using xarray are not quality-control aware. This example shows how a user should apply QC prior to performing transformations.">

.. only:: html

  .. image:: /auto_examples/workflows/images/thumb/sphx_glr_plot_qc_transforms_thumb.png
    :alt:

  :doc:`/auto_examples/workflows/plot_qc_transforms`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Transformations and QC</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is an example of how to download and plot multiple datasets at a time.">

.. only:: html

  .. image:: /auto_examples/workflows/images/thumb/sphx_glr_plot_multiple_dataset_thumb.png
    :alt:

  :doc:`/auto_examples/workflows/plot_multiple_dataset`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot multiple datasets</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Example to download and plot AERIoe temperature and water vapor overlaying ceilometer cloud base height(cbh).">

.. only:: html

  .. image:: /auto_examples/workflows/images/thumb/sphx_glr_plot_aerioe_with_cbh_thumb.png
    :alt:

  :doc:`/auto_examples/workflows/plot_aerioe_with_cbh`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot AERIoe data with cloud base height from ceilometer</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is an example of how to calculate a weighted average from the MET TBRG, ORG and PWD.  This also calculates the accumulated precipitation and displays it">

.. only:: html

  .. image:: /auto_examples/workflows/images/thumb/sphx_glr_plot_weighted_average_thumb.png
    :alt:

  :doc:`/auto_examples/workflows/plot_weighted_average`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Calculate and plot weighted means</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Example to merge multiple data products into one using ACT. Shows how to adjust the timestamp if the timestamps are at different part of the sample interval (left, right, center). Also shows how to apply QC information, merge and resample data using xarray and plot/write out the results.">

.. only:: html

  .. image:: /auto_examples/workflows/images/thumb/sphx_glr_plot_merged_product_thumb.png
    :alt:

  :doc:`/auto_examples/workflows/plot_merged_product`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Merge multiple datasets</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use ACT to combine multiple datasets to support ARM&#x27;s CoURAGE deployment in Baltimore, MD.  Example uses ARM, EPA, and ASOS data.">

.. only:: html

  .. image:: /auto_examples/workflows/images/thumb/sphx_glr_plot_courage_comparison_thumb.png
    :alt:

  :doc:`/auto_examples/workflows/plot_courage_comparison`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Consolidation of CoURAGE Data Sources</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use ACT to combine multiple datasets to support ARM&#x27;s AMF3.">

.. only:: html

  .. image:: /auto_examples/workflows/images/thumb/sphx_glr_plot_amf3_comparisons_thumb.png
    :alt:

  :doc:`/auto_examples/workflows/plot_amf3_comparisons`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Consolidation of Data Sources</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/workflows/plot_qc_transforms
   /auto_examples/workflows/plot_multiple_dataset
   /auto_examples/workflows/plot_aerioe_with_cbh
   /auto_examples/workflows/plot_weighted_average
   /auto_examples/workflows/plot_merged_product
   /auto_examples/workflows/plot_courage_comparison
   /auto_examples/workflows/plot_amf3_comparisons