:orphan:

.. _tutorials-index:

Tutorials
=========

This collection of tutorials (under development) demonstrates the use of MetPy to perform
common meteorological tasks.



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


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    <div class="sphx-glr-thumbcontainer" tooltip="Early in our scientific careers we all learn about the importance of paying attention to units ...">

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  .. image:: /tutorials/images/thumb/sphx_glr_unit_tutorial_thumb.png
    :alt:

  :ref:`sphx_glr_tutorials_unit_tutorial.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Working With Units</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="When plotting your data on a map you want to be able to plot the data in a useful area and with...">

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  .. image:: /tutorials/images/thumb/sphx_glr_area_tutorial_thumb.png
    :alt:

  :ref:`sphx_glr_tutorials_area_tutorial.py`

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      <div class="sphx-glr-thumbnail-title">Using Predefined Areas with MetPy</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Upper air analysis is a staple of many synoptic and mesoscale analysis problems. In this tutori...">

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  .. image:: /tutorials/images/thumb/sphx_glr_upperair_soundings_thumb.png
    :alt:

  :ref:`sphx_glr_tutorials_upperair_soundings.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Upper Air Sounding Tutorial</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="xarray is a powerful Python package that provides N-dimensional labeled arrays and datasets fol...">

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  .. image:: /tutorials/images/thumb/sphx_glr_xarray_tutorial_thumb.png
    :alt:

  :ref:`sphx_glr_tutorials_xarray_tutorial.py`

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      <div class="sphx-glr-thumbnail-title">xarray with MetPy Tutorial</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="The declarative syntax that is a part of the MetPy packaged is designed to aid in simple data e...">

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  .. image:: /tutorials/images/thumb/sphx_glr_declarative_tutorial_thumb.png
    :alt:

  :ref:`sphx_glr_tutorials_declarative_tutorial.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">MetPy Declarative Syntax Tutorial</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /tutorials/unit_tutorial
   /tutorials/area_tutorial
   /tutorials/upperair_soundings
   /tutorials/xarray_tutorial
   /tutorials/declarative_tutorial


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  .. container:: sphx-glr-footer sphx-glr-footer-gallery

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

      :download:`Download all examples in Python source code: tutorials_python.zip </tutorials/tutorials_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: tutorials_jupyter.zip </tutorials/tutorials_jupyter.zip>`


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

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