:orphan:

.. _examples-index:

Example Gallery
===============

For more MetPy examples, please visit the `Unidata Python Gallery
<https://unidata.github.io/python-training/gallery/gallery-home/>`_.

.. _general-examples:

General Examples
----------------

Examples of using a variety of MetPy's functionality together.



.. raw:: html

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


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    <div class="sphx-glr-thumbcontainer" tooltip="Use MetPy&#x27;s XArray accessors to simplify opening a data file and plotting data on a map using C...">

.. only:: html

  .. image:: /examples/images/thumb/sphx_glr_XArray_Projections_thumb.png
    :alt:

  :ref:`sphx_glr_examples_XArray_Projections.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">XArray Projection Handling</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="By using metpy.calc.log_interp, data with sigma as the vertical coordinate can be interpolated ...">

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  .. image:: /examples/images/thumb/sphx_glr_sigma_to_pressure_interpolation_thumb.png
    :alt:

  :ref:`sphx_glr_examples_sigma_to_pressure_interpolation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Sigma to Pressure Interpolation</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Plot a sounding using MetPy with more advanced features.">

.. only:: html

  .. image:: /examples/images/thumb/sphx_glr_Advanced_Sounding_thumb.png
    :alt:

  :ref:`sphx_glr_examples_Advanced_Sounding.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Advanced Sounding</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="The MetPy function metpy.interpolate.cross_section can obtain a cross-sectional slice through g...">

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  .. image:: /examples/images/thumb/sphx_glr_cross_section_thumb.png
    :alt:

  :ref:`sphx_glr_examples_cross_section.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Cross Section Analysis</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="By reading model output data from a netCDF file, we can create a four panel plot showing:">

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  .. image:: /examples/images/thumb/sphx_glr_Four_Panel_Map_thumb.png
    :alt:

  :ref:`sphx_glr_examples_Four_Panel_Map.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Four Panel Map</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The MetPy function mpcalc.isentropic_interpolation allows for isentropic analysis from model an...">

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  .. image:: /examples/images/thumb/sphx_glr_isentropic_example_thumb.png
    :alt:

  :ref:`sphx_glr_examples_isentropic_example.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Isentropic Analysis</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Plots time series data as a meteogram.">

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  .. image:: /examples/images/thumb/sphx_glr_meteogram_metpy_thumb.png
    :alt:

  :ref:`sphx_glr_examples_meteogram_metpy.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Meteogram</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /examples/XArray_Projections
   /examples/sigma_to_pressure_interpolation
   /examples/Advanced_Sounding
   /examples/cross_section
   /examples/Four_Panel_Map
   /examples/isentropic_example
   /examples/meteogram_metpy


Calculations
------------

Examples using various calculation functions from MetPy.



.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demonstrate how to convert direction strings to angles.">

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  .. image:: /examples/calculations/images/thumb/sphx_glr_Parse_Angles_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Parse_Angles.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Parse angles</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use functions from metpy.calc as well as pint&#x27;s unit support to perform calculations.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Dewpoint_and_Mixing_Ratio_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Dewpoint_and_Mixing_Ratio.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Dewpoint and Mixing Ratio</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demonstrate how to convert angles to direction strings.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Angle_to_Direction_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Angle_to_Direction.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Angle to Direction</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use metpy.calc.wind_speed.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Wind_Speed_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Wind_Speed.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Wind Speed</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use metpy.calc.divergence.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Divergence_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Divergence.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Divergence</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use metpy.calc.vorticity.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Vorticity_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Vorticity.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Vorticity</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use metpy.calc.absolute_vorticity.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Absolute_Vorticity_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Absolute_Vorticity.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Absolute Vorticity</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use metpy.calc.total_deformation.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Total_Deformation_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Total_Deformation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Total Deformation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use metpy.calc.shearing_deformation.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Shearing_Deformation_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Shearing_Deformation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Shearing Deformation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use metpy.calc.stretching_deformation.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Stretching_Deformation_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Stretching_Deformation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Stretching Deformation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use metpy.calc.static_stability as well as pint&#x27;s unit support to perform calculations.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Static_Stability_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Static_Stability.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Static Stability</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use metpy.calc.mean_pressure_weighted as well as pint&#x27;s unit support to perform calculations.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Mean_Pressure_Weighted_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Mean_Pressure_Weighted.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Mean Pressure Weighted</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use functions from metpy.calc to perform calculations for a rising and sinking parcel.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Mountain_Problem_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Mountain_Problem.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Mountain Problem</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use functions from metpy.calc as well as pint&#x27;s unit support to perform calculations.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Bulk_Shear_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Bulk_Shear.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Bulk Shear</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use functions from metpy.calc as well as pint&#x27;s unit support to perform calculations.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Thickness_Hydrostatic_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Thickness_Hydrostatic.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Hydrostatic Thickness</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use functions from metpy.calc as well as pint&#x27;s unit support to perform calculations.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Equivalent_Potential_Temperature_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Equivalent_Potential_Temperature.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Equivalent Potential Temperature</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use metpy.calc.advection.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Advection_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Advection.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Advection</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use metpy.calc.gradient.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Gradient_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Gradient.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Gradient</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use metpy.calc.q_vector.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_QVector_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_QVector.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Q-Vector</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Using MetPy&#x27;s smoothing functions.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Smoothing_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Smoothing.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Smoothing</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use functions from metpy.calc to perform a number of calculations using sounding data.">

.. only:: html

  .. image:: /examples/calculations/images/thumb/sphx_glr_Sounding_Calculations_thumb.png
    :alt:

  :ref:`sphx_glr_examples_calculations_Sounding_Calculations.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Sounding Calculation Examples</div>
    </div>


.. raw:: html

    </div>


File Formats
------------

Examples using MetPy's support for reading various file formats.



.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use MetPy&#x27;s support for GINI files to read in a water vapor satellite image and plot the data u...">

.. only:: html

  .. image:: /examples/formats/images/thumb/sphx_glr_GINI_Water_Vapor_thumb.png
    :alt:

  :ref:`sphx_glr_examples_formats_GINI_Water_Vapor.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">GINI Water Vapor Imagery</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use MetPy to read information from a NEXRAD Level 3 (NIDS product) file and plot">

.. only:: html

  .. image:: /examples/formats/images/thumb/sphx_glr_NEXRAD_Level_3_File_thumb.png
    :alt:

  :ref:`sphx_glr_examples_formats_NEXRAD_Level_3_File.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">NEXRAD Level 3 File</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use MetPy to read information from a NEXRAD Level 2 (volume) file and plot">

.. only:: html

  .. image:: /examples/formats/images/thumb/sphx_glr_NEXRAD_Level_2_File_thumb.png
    :alt:

  :ref:`sphx_glr_examples_formats_NEXRAD_Level_2_File.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">NEXRAD Level 2 File</div>
    </div>


.. raw:: html

    </div>


Gridding
--------

Examples generating a grid of data from scattered point observations.



.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Finding natural neighbors in a triangulation">

.. only:: html

  .. image:: /examples/gridding/images/thumb/sphx_glr_Find_Natural_Neighbors_Verification_thumb.png
    :alt:

  :ref:`sphx_glr_examples_gridding_Find_Natural_Neighbors_Verification.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Find Natural Neighbors Verification</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Interpolate sea level pressure, as well as wind component data, to make a consistent looking an...">

.. only:: html

  .. image:: /examples/gridding/images/thumb/sphx_glr_Wind_SLP_Interpolation_thumb.png
    :alt:

  :ref:`sphx_glr_examples_gridding_Wind_SLP_Interpolation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Wind and Sea Level Pressure Interpolation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Compares different point interpolation approaches.">

.. only:: html

  .. image:: /examples/gridding/images/thumb/sphx_glr_Point_Interpolation_thumb.png
    :alt:

  :ref:`sphx_glr_examples_gridding_Point_Interpolation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Point Interpolation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Compare inverse distance interpolation methods">

.. only:: html

  .. image:: /examples/gridding/images/thumb/sphx_glr_Inverse_Distance_Verification_thumb.png
    :alt:

  :ref:`sphx_glr_examples_gridding_Inverse_Distance_Verification.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Inverse Distance Verification: Cressman and Barnes</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Walks through the steps of Natural Neighbor interpolation to validate that the algorithmic appr...">

.. only:: html

  .. image:: /examples/gridding/images/thumb/sphx_glr_Natural_Neighbor_Verification_thumb.png
    :alt:

  :ref:`sphx_glr_examples_gridding_Natural_Neighbor_Verification.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Natural Neighbor Verification</div>
    </div>


.. raw:: html

    </div>


Plotting
--------

Examples using MetPy's various specialty plotting routines.



.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demonstrate the use of MetPy&#x27;s simplified plotting interface.">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_Simplified_Image_Plot_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_Simplified_Image_Plot.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Simple Plotting</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demonstrate how to plot US counties at all three available resolutions.">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_US_Counties_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_US_Counties.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">US Counties</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The MetPy declarative syntax allows for a simplified interface to creating common meteorologica...">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_raster_declarative_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_raster_declarative.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Raster Plots using Declarative Syntax</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Simple Plotting of Fronts">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_Simple_Fronts_Plot_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_Simple_Fronts_Plot.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Simple Plotting of Fronts</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demonstrate the use of geoJSON and shapefile data with PlotGeometry in MetPy&#x27;s simplified plott...">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_spc_convective_outlook_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_spc_convective_outlook.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">NOAA SPC Convective Outlook</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demonstrate the use of MetPy&#x27;s simplified plotting interface combining multiple plots.">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_Combined_plotting_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_Combined_plotting.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Combined Plotting</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The MetPy declarative syntax allows for a simplified interface to creating common meteorologica...">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_surface_declarative_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_surface_declarative.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Surface Analysis using Declarative Syntax</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The MetPy declarative syntax allows for a simplified interface to creating common meteorologica...">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_upperair_declarative_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_upperair_declarative.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Upper Air Analysis using Declarative Syntax</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demonstrate the use of geoJSON and shapefile data with PlotGeometry in MetPy&#x27;s simplified plott...">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_nhc_wind_probabilities_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_nhc_wind_probabilities.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">NOAA NHC Wind Speed Probabilities</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Combine a Skew-T and a hodograph using Matplotlib&#x27;s GridSpec layout capability.">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_Skew-T_Layout_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_Skew-T_Layout.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Skew-T with Complex Layout</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Layout a Skew-T plot with a hodograph inset into the plot.">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_Hodograph_Inset_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_Hodograph_Inset.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Hodograph Inset</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use MetPy to make a Skew-T LogP plot from an xarray Dataset after computing LCL parcel profile.">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_Sounding_LCL_Dataset_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_Sounding_LCL_Dataset.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Sounding as Dataset Example</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This uses MetPy to decode text surface analysis bulletins from the Weather Prediction Center. T...">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_Plotting_Surface_Analysis_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_Plotting_Surface_Analysis.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plotting Fronts</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use MetPy as straightforward as possible to make a Skew-T LogP plot.">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_Simple_Sounding_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_Simple_Sounding.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Simple Sounding</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Make a surface station plot with Oklahoma Mesonet data.">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_Mesonet_Stationplot_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_Mesonet_Stationplot.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Mesonet Station Plot</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Make a station plot, complete with sky cover and weather symbols.">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_Station_Plot_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_Station_Plot.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Make a station plot, complete with sky cover and weather symbols, using a station plot layout b...">

.. only:: html

  .. image:: /examples/plots/images/thumb/sphx_glr_Station_Plot_with_Layout_thumb.png
    :alt:

  :ref:`sphx_glr_examples_plots_Station_Plot_with_Layout.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Station Plot with Layout</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:
   :includehidden:


   /examples/calculations/index.rst
   /examples/formats/index.rst
   /examples/gridding/index.rst
   /examples/plots/index.rst


.. only:: html

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

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

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

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

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


.. only:: html

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

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