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Available Models

All models inherit from PrimaryFlux and implement the same interface. They accept an optional geomagnetic_cutoff parameter (in GV) that zeros the flux below the corresponding rigidity for each nucleus.

Model Comparison

Nucleon Flux

All-nucleon flux (proton + neutron) scaled by \(E^{2.5}\) for visibility across the full energy range.

Nucleon flux comparison

All-Particle Flux

Total flux of all nuclei (all-particle spectrum) scaled by \(E^{2.5}\).

Total particle flux comparison

Neutron Fraction

Fraction of neutrons in the nucleon flux, showing composition differences between models.

Neutron fraction

Mean Logarithmic Mass

\(\langle\ln A\rangle\) as a function of energy per particle. Higher values indicate heavier composition.

Mean log mass

Parameterized Models

Class Reference Energy Range Notes
HillasGaisser2012 Gaisser, Astropart. Phys. 35, 801 (2012) Full range Variants: H3a, H4a
H3a_polygonato Modified Gaisser (2012) Full range Poly-gonato at low E
GaisserStanevTilav Gaisser, Stanev, Tilav, arXiv:1303.3565 (2013) Full range Variants: 3-gen, 4-gen
CombinedGHandHG Fedynitch et al., PRD 86, 114024 (2012) Full range GH at low E, HG at high E
PolyGonato Hoerandel, Astropart. Phys. 19, 193 (2003) Full range 11 mass groups
ZatsepinSokolskaya Zatsepin & Sokolskaya, A&A 458, 1 (2006) < 1-10 PeV Variants: default, pamela
GaisserHonda Gaisser & Honda, ARNPS 52, 153 (2002) < 100 TeV Tuned to balloon data
Thunman Thunman et al., Astropart. Phys. 5, 309 (1996) Full range Proton-only broken power law
SimplePowerlaw27 Based on Thunman Below knee Proton-only \(E^{-2.7}\)
GlobalSplineFitBeta Dembinski et al., PoS ICRC2017 533 10 GV - \(10^{11}\) GeV Spline-based, nucleon flux only

Nucleus ID Scheme (CORSIKA)

Protons have ID 14. Composite nuclei: ID = 100 * A + Z

Nucleus A Z CORSIKA ID
Proton 1 1 14
Helium 4 2 402
Carbon 12 6 1206
Silicon 28 14 2814
Iron 54 26 5426

Geomagnetic Cutoff

All models accept geomagnetic_cutoff (in GV) as a constructor parameter. For a nucleus with charge \(Z\), the energy cutoff is \(E_\text{cut} = Z \times R_\text{cut}\) (GeV). Flux is zeroed below this energy.

import crflux.models as mods

# 7 GV cutoff (typical for mid-latitudes)
model = mods.HillasGaisser2012("H3a", geomagnetic_cutoff=7.0)

The plot below shows the effect of different cutoff values on the H3a nucleon flux:

Geomagnetic cutoff effect