:orphan:

.. _improver_examples:

Examples
========

This is a gallery of examples to demonstrate the possible usages for IMPROVER.

.. note::
   
   For guidance on adding new examples to this gallery, see :ref:`adding_examples`.


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    <div class="sphx-glr-thumbcontainer" tooltip="Using example data: Threshold realizations to get probabilities">

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  .. image:: /auto_examples/images/thumb/sphx_glr_thresholding_example_data_thumb.png
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  :doc:`/auto_examples/thresholding_example_data`

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      <div class="sphx-glr-thumbnail-title">Using example data: Threshold realizations to get probabilities</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Simple example: Threshold realizations to get probabilities">

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  .. image:: /auto_examples/images/thumb/sphx_glr_thresholding_simple_example_thumb.png
    :alt:

  :doc:`/auto_examples/thresholding_simple_example`

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      <div class="sphx-glr-thumbnail-title">Simple example: Threshold realizations to get probabilities</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Aim: The goal is to reduce the number of ensemble members in a coarse-resolution forecast (primary input) by clustering similar realizations, and then match high-resolution ensemble members (secondary input) to these clusters. This approach enables the creation of a compact, representative set of ensemble forecasts that leverages both the broad coverage of global models and the spatial detail of regional models.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_realization_cluster_and_match_example_data_thumb.png
    :alt:

  :doc:`/auto_examples/realization_cluster_and_match_example_data`

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      <div class="sphx-glr-thumbnail-title">Using example data: Cluster and match ensemble realizations</div>
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.. toctree::
   :hidden:

   /auto_examples/thresholding_example_data
   /auto_examples/thresholding_simple_example
   /auto_examples/realization_cluster_and_match_example_data


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

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

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


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