Probing the evolution of the EAS muon content in the atmosphere with KASCADE-Grande
arXiv:1801.05513 · doi:10.1016/j.astropartphys.2017.07.001
Abstract
The evolution of the muon content of very high energy air showers (EAS) in the atmosphere is investigated with data of the KASCADE-Grande observatory. For this purpose, the muon attenuation length in the atmosphere is obtained to $Λ_μ= 1256 \, \pm 85 \, ^{+229}_{-232}(\mbox{syst})\, \mbox{g/cm}^2$ from the experimental data for shower energies between and $10^{17.0} \, \mbox{eV}$. Comparison of this quantity with predictions of the high-energy hadronic interaction models QGSJET-II-02, SIBYLL 2.1, QGSJET-II-04 and EPOS-LHC reveals that the attenuation of the muon content of measured EAS in the atmosphere is lower than predicted. Deviations are, however, less significant with the post-LHC models. The presence of such deviations seems to be related to a difference between the simulated and the measured zenith angle evolutions of the lateral muon density distributions of EAS, which also causes a discrepancy between the measured absorption lengths of the density of shower muons and the predicted ones at large distances from the EAS core. The studied deficiencies show that all four considered hadronic interaction models fail to describe consistently the zenith angle evolution of the muon content of EAS in the aforesaid energy regime.
arXiv commentPublished in Astroparticle Physics 95 (2017) 25-43
References in corpus (27)
- EPOS LHC : test of collective hadronization with LHC data
- Monte Carlo treatment of hadronic interactions in enhanced Pomeron scheme: I. QGSJET-II model
- KASCADE measurements of energy spectra for elemental groups of cosmic rays: Results and open problems
- Cosmic ray event generator Sibyll 2.1
- QGSJET-II: towards reliable description of very high energy hadronic interactions
- Muons in air showers at the Pierre Auger Observatory: Mean number in highly inclined events
- KASCADE-Grande measurements of energy spectra for elemental groups of cosmic rays
- Kneelike structure in the spectrum of the heavy component of cosmic rays observed with KASCADE-Grande
- A Multi-Component Measurement of the Cosmic Ray Composition Between 10^{17} eV and 10^{18} eV
- Measurement of the total cross section from elastic scattering in collisions at TeV with the ATLAS detector
- The spectrum of high-energy cosmic rays measured with KASCADE-Grande
- Hadronic Multiparticle Production at Ultra-High Energies and Extensive Air Showers
- Ankle-like Feature in the Energy Spectrum of Light Elements of Cosmic Rays Observed with KASCADE-Grande
- Muons in air showers at the Pierre Auger Observatory: Measurement of atmospheric production depth
- Muon content of ultra-high-energy air showers: Yakutsk data versus simulations
- A model for the transport of muons in extensive air showers
- No muon excess in extensive air showers at 100-500 PeV primary energy: EAS-MSU results
- Time Structure of Muonic Showers
- Muon production in extensive air showers and its relation to hadronic interactions
- Constraining pion interactions at very high energies by cosmic ray data
- Test of the hadronic interaction model EPOS with air shower data
- Dominant Contributions to Lateral Distribution Functions in Ultra-High Energy Cosmic Ray Air Showers
- Models for cosmic ray interactions
- Impact of Uncertainties in Hadron Production on Air-Shower Predictions
- Air Shower Simulation and Hadronic Interactions
- KASCADE-Grande measurements of energy spectra for elemental groups of cosmic rays
- A new method to measure the attenuation of hadrons in extensive air showers
Cited by in corpus (28)
- Long-Lived Particles at the Energy Frontier: The MATHUSLA Physics Case
- Open Questions in Cosmic-Ray Research at Ultrahigh Energies
- The Muon Puzzle in cosmic-ray induced air showers and its connection to the Large Hadron Collider
- Report on Tests and Measurements of Hadronic Interaction Properties with Air Showers
- Ultra-High-Energy Cosmic Rays: The Intersection of the Cosmic and Energy Frontiers
- Study of muons from ultra-high energy cosmic ray air showers measured with the Telescope Array experiment
- Measurements of All-Particle Energy Spectrum and Mean Logarithmic Mass of Cosmic Rays from 0.3 to 30 PeV with LHAASO-KM2A
- Core-corona effect in hadron collisions and muon production in air showers
- Unified atmospheric neutrino passing fractions for large-scale neutrino telescopes
- The rise of muon content in extensive air showers after the 3 PeV knee of the primary cosmic ray spectrum according to data of the Tien Shan mountain installation
- Framework and Tools for the Simulation and Analysis of the Radio Emission from Air Showers at IceCube
- Atmospheric muons measured with the KM3NeT detectors in comparison with updated numeric predictions
- Determination of the Cosmic-Ray Chemical Composition: Open Issues and Prospects
- Recent results from the cosmic ray program of the NA61/SHINE experiment
- Hypothetical Lorentz invariance violation and the muon content of extensive air showers
- Physics Potential of a Radio Surface Array at the South Pole (ARENA 2018)
- Detectors for high-energy messengers from the Universe
- Deep learning method for identifying mass composition of ultra-high-energy cosmic rays
- Muon lateral distribution function of extensive air showers: results of the Sydney University Giant Air-shower Recorder versus modern Monte-Carlo simulations
- Multimuons in cosmic-ray events as seen in ALICE at the LHC
- Measurement of attenuation length of the muon content in extensive air showers from 0.3 to 30 PeV with LHAASO
- Composition determination of cosmic rays from the muon content of the showers
- Study of Particle Multiplicity of Cosmic Ray Events using 2m2m Resistive Plate Chamber Stack at IICHEP-Madurai
- On the efficiency of the evaluation of the primary cosmic ray composition using lateral distributions of air shower electromagnetic component
- Particle physics in cosmic rays
- Probing Hadronic Interactions with Cosmic Rays
- Remarks on atmospheric effect of D-foam in light of muon puzzle
- Calculation of rescaling factors and nuclear multiplication of muons in extensive air showers