.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "generated/gallery/translations/STEREO-to-SDO.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_generated_gallery_translations_STEREO-to-SDO.py>`
        to download the full example code.

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

.. _sphx_glr_generated_gallery_translations_STEREO-to-SDO.py:


=================================================
Translation of STEREO/EIT-to-SDO/AIA observations
=================================================
This example shows how to intercalibrate `STEREO/EUVI <https://stereo.gsfc.nasa.gov/classroom/EUVsun.shtml>`__ observations to `SDO/AIA <https://sdo.gsfc.nasa.gov/mission/instruments.php>`__ observations.

.. GENERATED FROM PYTHON SOURCE LINES 7-48







.. code-block:: Python


    # from itipy.evaluation.util import *
    # import glob
    # from itipy.translate import *
    # from matplotlib.colors import Normalize
    # from datetime import timedelta, datetime
    #
    # base_path = os.getcwd()
    #
    # ############################################################################################################################################################################
    # # We provide a publicly available dataset which allows the users to play around with a subset of the data available without downloading the entire database.
    # #
    # # This dataset contains `.fits` files from **PROBA2/SWAP**, **SDO/AIA**, **Solar Orbiter/EUI (FSI and HRI)**, **SOHO/EIT** and **STEREO/EUVI**.
    # #
    # # In addition 3 trained models are stored with:
    # # 1. PROBA2/SWAP to SDO/AIA
    # # 2. Solar Orbiter/EUI FSI to SDO/AIA and
    # # 3. SDO/AIA to Solar Orbiter/EUI HRI
    # #
    # # to perform the translation.
    #
    # download_gcp_bucket('iti-dataset', base_path+'/iti-testset/')
    #
    # ############################################################################################################################################################################
    # # We load the previously downloaded STEREO files. The translator requires a list of the four aligned FITS files for each translation. We use a patch factor of 2 to save memory.
    #
    # stereo_files = sorted(glob.glob(base_path+'/iti-testset/stereo/*/*.fits', recursive=True))
    # stereo_maps = [Map(f).rotate() for f in stereo_files] # rotate north up
    #
    # translator = STEREOToSDO(patch_factor=2)
    # iti_stereo_maps = list(translator.translate([[f] for f in stereo_files]))[0]
    #
    # ############################################################################################################################################################################
    # # Now we plot the translated maps side by side with the original STEREO observations.
    #
    # fig, axs = plt.subplots(2, 4, subplot_kw={'projection': stereo_maps[0]}, figsize=(40, 20), dpi=100)
    # for i, (stereo_map, iti_map) in enumerate(zip(stereo_maps, iti_stereo_maps)):
    #     stereo_map.plot(axes=axs[0, i])
    #     iti_map.plot(axes=axs[1, i])
    #     axs[0, i].set_title('STEREO/EUVI', fontsize=20)
    #     axs[1, i].set_title('ITI', fontsize=20)
    # plt.show()

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

   **Total running time of the script:** (0 minutes 0.000 seconds)


.. _sphx_glr_download_generated_gallery_translations_STEREO-to-SDO.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: STEREO-to-SDO.ipynb <STEREO-to-SDO.ipynb>`

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

      :download:`Download Python source code: STEREO-to-SDO.py <STEREO-to-SDO.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: STEREO-to-SDO.zip <STEREO-to-SDO.zip>`


.. only:: html

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

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