Source code for gammapy.modeling.models.spectral_cosmic_ray

# Licensed under a 3-clause BSD style license - see LICENSE.rst
"""Simple models for cosmic ray spectra at Earth.

For measurements, the "Database of Charged Cosmic Rays (CRDB)" is a great resource:
http://lpsc.in2p3.fr/cosmic-rays-db/
"""
from astropy import units as u
from .spectral import LogGaussianSpectralModel, PowerLawSpectralModel


[docs]def create_cosmic_ray_spectral_model(particle="proton"): """Cosmic a cosmic ray spectral model at Earth. These are the spectra assumed in this CTA study: Table 3 in https://ui.adsabs.harvard.edu/abs/2013APh....43..171B The hadronic spectra are simple power-laws, the electron spectrum is the sum of a power law and a log-normal component to model the "Fermi shoulder". Parameters ---------- particle : {'electron', 'proton', 'He', 'N', 'Si', 'Fe'} Particle type Returns ------- flux : `~astropy.units.Quantity` Cosmic ray flux in unit ``m^-2 s^-1 TeV^-1 sr^-1`` """ if particle == "proton": return PowerLawSpectralModel( amplitude=0.096 * u.Unit("1 / (m2 s TeV sr)"), index=2.70, reference=1 * u.TeV, ) elif particle == "N": return PowerLawSpectralModel( amplitude=0.0719 * u.Unit("1 / (m2 s TeV sr)"), index=2.64, reference=1 * u.TeV, ) elif particle == "Si": return PowerLawSpectralModel( amplitude=0.0284 * u.Unit("1 / (m2 s TeV sr)"), index=2.66, reference=1 * u.TeV, ) elif particle == "Fe": return PowerLawSpectralModel( amplitude=0.0134 * u.Unit("1 / (m2 s TeV sr)"), index=2.63, reference=1 * u.TeV, ) elif particle == "electron": return PowerLawSpectralModel( amplitude=6.85e-5 * u.Unit("1 / (m2 s TeV sr)"), index=3.21, reference=1 * u.TeV, ) + LogGaussianSpectralModel( norm=3.19e-3 * u.Unit("1 / (m2 s sr)"), mean=0.107 * u.TeV, sigma=0.776 ) else: raise ValueError(f"Invalid particle: {particle!r}")