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

.. only:: html

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

        Click :ref:`here <sphx_glr_download_modeling_gallery_spectral_plot_smooth_broken_powerlaw.py>`
        to download the full example code

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

.. _sphx_glr_modeling_gallery_spectral_plot_smooth_broken_powerlaw.py:


.. _smooth-broken-powerlaw-spectral-model:

Smooth broken power law spectral model
======================================

This model parametrises a smooth broken power law spectrum.

It is defined by the following equation:

.. math::
    \phi(E) = \phi_0 \cdot \left( \frac{E}{E_0} \right)^{-\Gamma1}\left(1 + \frac{E}{E_{break}}^{\frac{\Gamma2-\Gamma1}{\beta}} \right)^{-\beta}

.. GENERATED FROM PYTHON SOURCE LINES 16-19

Example plot
------------
Here is an example plot of the model:

.. GENERATED FROM PYTHON SOURCE LINES 19-36

.. code-block:: default


    from astropy import units as u
    import matplotlib.pyplot as plt
    from gammapy.modeling.models import Models, SkyModel, SmoothBrokenPowerLawSpectralModel

    energy_bounds = [0.1, 100] * u.TeV
    model = SmoothBrokenPowerLawSpectralModel(
        index1=1.5,
        index2=2.5,
        amplitude="1e-12 TeV-1 cm-2 s-1",
        ebreak="1 TeV",
        reference="1 TeV",
        beta=1,
    )
    model.plot(energy_bounds)
    plt.grid(which="both")




.. image-sg:: /modeling/gallery/spectral/images/sphx_glr_plot_smooth_broken_powerlaw_001.png
   :alt: plot smooth broken powerlaw
   :srcset: /modeling/gallery/spectral/images/sphx_glr_plot_smooth_broken_powerlaw_001.png
   :class: sphx-glr-single-img





.. GENERATED FROM PYTHON SOURCE LINES 37-40

YAML representation
-------------------
Here is an example YAML file using the model:

.. GENERATED FROM PYTHON SOURCE LINES 40-45

.. code-block:: default


    model = SkyModel(spectral_model=model, name="smooth-broken-power-law-model")
    models = Models([model])

    print(models.to_yaml())




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

 Out:

 .. code-block:: none

    components:
    -   name: smooth-broken-power-law-model
        type: SkyModel
        spectral:
            type: SmoothBrokenPowerLawSpectralModel
            parameters:
            -   name: index1
                value: 1.5
            -   name: index2
                value: 2.5
            -   name: amplitude
                value: 1.0e-12
                unit: cm-2 s-1 TeV-1
            -   name: ebreak
                value: 1.0
                unit: TeV
            -   name: reference
                value: 1.0
                unit: TeV
                frozen: true
            -   name: beta
                value: 1.0
                frozen: true






.. _sphx_glr_download_modeling_gallery_spectral_plot_smooth_broken_powerlaw.py:


.. only :: html

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



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

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



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

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


.. only:: html

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

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