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

.. only:: html

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

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

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

.. _sphx_glr_examples_XArray_Projections.py:


==========================
XArray Projection Handling
==========================

Use MetPy's XArray accessors to simplify opening a data file and plotting
data on a map using CartoPy.

.. GENERATED FROM PYTHON SOURCE LINES 12-36



.. image-sg:: /examples/images/sphx_glr_XArray_Projections_001.png
   :alt: XArray Projections
   :srcset: /examples/images/sphx_glr_XArray_Projections_001.png
   :class: sphx-glr-single-img





.. code-block:: default

    import cartopy.feature as cfeature
    import matplotlib.pyplot as plt
    import xarray as xr

    # Any import of metpy will activate the accessors
    from metpy.cbook import get_test_data

    ds = xr.open_dataset(get_test_data('narr_example.nc', as_file_obj=False))
    data_var = ds.metpy.parse_cf('Temperature')

    x = data_var.x
    y = data_var.y
    im_data = data_var.isel(time=0).sel(isobaric=1000.)

    fig = plt.figure(figsize=(14, 14))
    ax = fig.add_subplot(1, 1, 1, projection=data_var.metpy.cartopy_crs)

    ax.imshow(im_data, extent=(x.min(), x.max(), y.min(), y.max()),
              cmap='RdBu', origin='lower' if y[0] < y[-1] else 'upper')
    ax.coastlines(color='tab:green', resolution='10m')
    ax.add_feature(cfeature.LAKES.with_scale('10m'), facecolor='none', edgecolor='tab:blue')
    ax.add_feature(cfeature.RIVERS.with_scale('10m'), edgecolor='tab:blue')

    plt.show()


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

   **Total running time of the script:** ( 0 minutes  7.557 seconds)


.. _sphx_glr_download_examples_XArray_Projections.py:

.. only:: html

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




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

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

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

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


.. only:: html

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

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