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

.. only:: html

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

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

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

.. _sphx_glr_auto_examples_bwc_to_wwc.py:


BWC to WWC
====================

This example demonstrates how to convert a binned wind climate (BWC) object
to a weibull wind climate (WWC) object using the :py:func:`weibull_fit` function from the
:ref:`windkit` library.

.. GENERATED FROM PYTHON SOURCE LINES 12-15

Get Sample Data
------------------------
First, we fetch some sample data from the Serra Santa Luzia case.

.. GENERATED FROM PYTHON SOURCE LINES 15-23

.. code-block:: Python


    import windkit as wk

    ssl = wk.get_tutorial_data("serra_santa_luzia")
    bwc = ssl.bwc

    print(bwc)





.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    Downloading SerraSantaLuzia.zip from Zenodo...
    Downloaded SerraSantaLuzia.zip to /root/.local/share/windkit/tutorial_data/serra_santa_luzia/SerraSantaLuzia.zip
    <xarray.Dataset> Size: 4kB
    Dimensions:       (point: 1, sector: 12, wsbin: 32)
    Coordinates:
        height        (point) float64 8B 25.3
        crs           int8 1B 0
        wsceil        (wsbin) float64 256B 1.0 2.0 3.0 4.0 ... 29.0 30.0 31.0 32.0
        wsfloor       (wsbin) float64 256B 0.0 1.0 2.0 3.0 ... 28.0 29.0 30.0 31.0
        sector_ceil   (sector) float64 96B 15.0 45.0 75.0 ... 285.0 315.0 345.0
        sector_floor  (sector) float64 96B 345.0 15.0 45.0 ... 255.0 285.0 315.0
      * wsbin         (wsbin) float64 256B 0.5 1.5 2.5 3.5 ... 28.5 29.5 30.5 31.5
      * sector        (sector) float64 96B 0.0 30.0 60.0 90.0 ... 270.0 300.0 330.0
        west_east     (point) float64 8B 5.147e+05
        south_north   (point) float64 8B 4.621e+06
    Dimensions without coordinates: point
    Data variables:
        wdfreq        (sector, point) float64 96B 0.05314 0.03321 ... 0.1148 0.0707
        wsfreq        (wsbin, sector, point) float64 3kB 0.02601 0.04219 ... 0.0 0.0
    Attributes:
        Conventions:      CF-1.8
        history:          2025-04-27T14:55:55+00:00:\twindkit==0.8.2.dev22+g4fd01...
        description:      SerraSantaluzia
        Package name:     windkit
        Package version:  0.8.2.dev22+g4fd0143
        Creation date:    2025-04-27T14:55:55+00:00
        Object type:      Binned Wind Climate
        author:           Bjarke Tobias OLsen
        author_email:     btol@dtu.dk
        institution:      DTU Wind Energy




.. GENERATED FROM PYTHON SOURCE LINES 24-27

Convert BWC to WWC
------------------------
Now, we can convert the binned wind climate (BWC) object to a weibull wind climate (WWC) object

.. GENERATED FROM PYTHON SOURCE LINES 27-30

.. code-block:: Python


    wwc = wk.weibull_fit(bwc)
    print(wwc)




.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    <xarray.Dataset> Size: 601B
    Dimensions:       (sector: 12, point: 1)
    Coordinates:
        height        (point) float64 8B 25.3
        crs           int8 1B 0
        sector_ceil   (sector) float64 96B 15.0 45.0 75.0 ... 285.0 315.0 345.0
        sector_floor  (sector) float64 96B 345.0 15.0 45.0 ... 255.0 285.0 315.0
        west_east     (point) float64 8B 5.147e+05
        south_north   (point) float64 8B 4.621e+06
      * sector        (sector) float64 96B 0.0 30.0 60.0 90.0 ... 270.0 300.0 330.0
    Dimensions without coordinates: point
    Data variables:
        wdfreq        (sector, point) float64 96B 0.05314 0.03321 ... 0.1148 0.0707
        A             (sector, point) float64 96B 5.47 5.346 5.746 ... 7.312 6.022
        k             (sector, point) float64 96B 1.924 2.145 2.594 ... 2.185 1.97
    Attributes:
        Conventions:      CF-1.8
        history:          2025-04-27T14:55:55+00:00:\twindkit==0.8.2.dev22+g4fd01...
        description:      SerraSantaluzia
        Package name:     windkit
        Package version:  1.0.2
        Creation date:    2025-07-21T09:49:26+00:00
        Object type:      Weibull Wind Climate
        author:           Default User
        author_email:     default_email@example.com
        institution:      Default Institution





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

   **Total running time of the script:** (0 minutes 3.035 seconds)


.. _sphx_glr_download_auto_examples_bwc_to_wwc.py:

.. only:: html

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

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

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

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

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

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

      :download:`Download zipped: bwc_to_wwc.zip <bwc_to_wwc.zip>`


.. only:: html

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

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