Muon content of ultra-high-energy air showers: Yakutsk data versus simulations
arXiv:0710.5508 · doi:10.1134/S0021364008040024
Abstract
We analyse a sample of 33 extensive air showers (EAS) with estimated primary energies above 2\cdot 10^{19} eV and high-quality muon data recorded by the Yakutsk EAS array. We compare, event-by-event, the observed muon density to that expected from CORSIKA simulations for primary protons and iron, using SIBYLL and EPOS hadronic interaction models. The study suggests the presence of two distinct hadronic components, ``light'' and ``heavy''. Simulations with EPOS are in a good agreement with the expected composition in which the light component corresponds to protons and the heavy component to iron-like nuclei. With SYBILL, simulated muon densities for iron primaries are a factor of \sim 1.5 less than those observed for the heavy component, for the same electromagnetic signal. Assuming two-component proton-iron composition and the EPOS model, the fraction of protons with energies E>10^{19} eV is 0.52^{+0.19}_{-0.20} at 95% confidence level.
8 pages, 3 figures; v2: replaced with journal version
References in corpus (5)
- The physics models of FLUKA: status and recent development
- Upper limit on the ultra-high-energy photon flux from AGASA and Yakutsk data
- Constraining the fraction of primary gamma rays at ultra-high energies from the muon data of the Yakutsk extensive-air-shower array
- Air-shower simulations with and without thinning: artificial fluctuations and their suppression
- Towards event-by-event studies of the ultrahigh-energy cosmic-ray composition
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- Estimates of the cosmic gamma-ray flux at PeV to EeV energies from the EAS-MSU experiment data
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- Muons in EASs with eV according to data of the Yakutsk Array
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