Template Spatial Model

This is a spatial model based on a 2D sky map provided as a template.

Example plot

Here is an example plot of the model:

from gammapy.maps import Map
from gammapy.modeling.models import (
    Models,
    PowerLawSpectralModel,
    SkyModel,
    TemplateSpatialModel,
)

filename = "$GAMMAPY_DATA/catalogs/fermi/Extended_archive_v18/Templates/RXJ1713_2016_250GeV.fits"

m = Map.read(filename)
m.unit = "sr^-1"
model = TemplateSpatialModel(m)

model.plot(add_cbar=True)
plot template

Out:

/usr/share/miniconda/envs/gammapy-dev/lib/python3.7/site-packages/astropy/wcs/wcs.py:466: FITSFixedWarning: RADECSYS= 'FK5'
the RADECSYS keyword is deprecated, use RADESYSa.
  colsel=colsel)
/usr/share/miniconda/envs/gammapy-dev/lib/python3.7/site-packages/astropy/wcs/wcs.py:687: FITSFixedWarning: 'datfix' made the change 'Set DATE-REF to '1858-11-17' from MJD-REF.
Invalid DATE-OBS format ' ' is too short'.
  FITSFixedWarning)
/usr/share/miniconda/envs/gammapy-dev/lib/python3.7/site-packages/astropy/wcs/wcs.py:687: FITSFixedWarning: 'celfix' made the change 'Success'.
  FITSFixedWarning)

YAML representation

Here is an example YAML file using the model:

pwl = PowerLawSpectralModel()
template = TemplateSpatialModel(m)

model = SkyModel(spectral_model=pwl, spatial_model=template, name="pwl-template-model")
models = Models([model])

print(models.to_yaml())

Out:

components:
-   name: pwl-template-model
    type: SkyModel
    spectral:
        type: PowerLawSpectralModel
        parameters:
        -   name: index
            value: 2.0
            unit: ''
            min: .nan
            max: .nan
            frozen: false
            error: 0
        -   name: amplitude
            value: 1.0e-12
            unit: cm-2 s-1 TeV-1
            min: .nan
            max: .nan
            frozen: false
            error: 0
        -   name: reference
            value: 1.0
            unit: TeV
            min: .nan
            max: .nan
            frozen: true
            error: 0
    spatial:
        type: TemplateSpatialModel
        frame: fk5
        parameters: []
        filename: null
        normalize: true

Gallery generated by Sphinx-Gallery