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In this work we argue that, in the interpretation of the energy dependence of the depth of the shower maximum and of the muon content in high energy cosmic ray showers ($E > 10^{17}$ eV), other variables besides the composition may play an…

High Energy Physics - Phenomenology · Physics 2008-11-26 J. Alvarez-Muniz , P. Brogueira , R. Conceicao , J. Dias de Deus , M. C. Espirito Santo , M. Pimenta

Digital radio arrays have become an effective tool to measure air showers at energies around and above 100 PeV. Compared to optical techniques, the radio technique is not restricted to clear nights. Thanks to recent progress on…

High Energy Astrophysical Phenomena · Physics 2022-04-28 Frank G. Schröder

The accurate determination of the elemental composition of cosmic rays at high energies is expected to provide crucial clues on the origin of these particles. Previous direct measurements of composition have been limited by experiment…

Astrophysics · Physics 2011-05-23 D. B. Kieda , S. P. Swordy , S. P. Wakely

The composition of ultra-high energy cosmic rays is still poorly known and constitutes a very important topic in the field of high-energy astrophysics. Detection of ultra-high energy cosmic rays is carried out via the extensive air showers…

High Energy Astrophysical Phenomena · Physics 2018-08-23 F. Gaté , B. Revenu , D. García-Fernández , V. Marin , R. Dallier , A. Escudié , L. Martin

New developments in detector technology allow for a realistic cost of large area surface detectors for cosmic ray air showers, with some limitations on particle identification, energy resolutions, directional information and dynamic range.…

Instrumentation and Methods for Astrophysics · Physics 2017-08-01 Moon Moon Devi , Ranny Budnik

We study basic characteristics of distributions of the depths of shower maximum in air showers caused by cosmic rays with the highest energies. The consistency between their average values and widths, and their energy dependences are…

High Energy Astrophysical Phenomena · Physics 2013-09-24 D. Nosek , J. Vicha , J. Noskova , J. Ebr

The search for photons at EeV energies and beyond has considerable astrophysical interest and will remain one of the key challenges for ultra-high energy cosmic ray (UHECR) observatories in the near future. Several upper limits to the…

High Energy Astrophysical Phenomena · Physics 2015-06-16 G. Ros , A. D. Supanitsky , G. A. Medina-Tanco , L. del Peral , M. D. Rodriguez-Frias

The detemination of the primary cosmic ray mass composition from the longitudinal development of atmospheric cascades is still an open problem. In this work we propose a new method of the multiparametric topological analysis and show that…

Astrophysics · Physics 2009-11-10 M. Ambrosio , C. Aramo , D. D'Urso , A. D. Erlykin , F. Guarino , A. Insolia

The energy spectrum of muons produced in air showers depends not only on the properties of the primary particle, but also on the atmosphere. This is because of the competition between decay and interaction of the parent mesons, which…

High Energy Astrophysical Phenomena · Physics 2025-09-22 Stef Verpoest , Marisol Catalan Olais , Frank Schroeder

We explore the feasibility of estimating primary cosmic ray composition at ultra high energies from the sum of muon, electron and photon densities and the depth of maximum of extensive air showers detected by the Auger Observatory. From the…

High Energy Physics - Experiment · Physics 2007-05-23 Luiz Americo de Carvalho , Carola Dobrigkeit

We explore particle physics beyond accelerator energies, motivated by questions exposed in astroparticle physics observations: 1) Are there reasonable modifications to the standard extrapolations of LHC-tuned hadronic interaction models, so…

High Energy Physics - Phenomenology · Physics 2019-03-01 Glennys R. Farrar

We argue that the increase of the ratio baryon/meson due to the presence of strong colour fields and percolation in ultra-high energy hadronic collisions, helps to explain some of the global features of ultra-high energy cosmic ray cascades…

High Energy Physics - Phenomenology · Physics 2008-05-01 J. Alvarez-Muñiz , J. Dias de Deus , C. Pajares

In this report we review the important progress made in recent years towards understanding the experimental data on ultra-high-energy ($E \gtrsim 10^9$ GeV) cosmic rays. We begin with a general survey of the available data, including a…

High Energy Astrophysical Phenomena · Physics 2019-05-22 Luis A. Anchordoqui

Lateral distribution of muons in extensive air showers registered at the Yakutsk array was investigated. The analysis covers two periods of observation: before 2018 and after 2020, when the revision of muon detectors with 1-GeV threshold…

High Energy Astrophysical Phenomena · Physics 2023-01-31 A. V. Glushkov , K. G. Lebedev , A. V. Sabourov

We study the analysis method to determine the cosmic-ray energy spectra of different mass groups assuming the use of the Tibet AS$\gamma$ experiment, which consists of the high-density Tibet air-shower array (Tibet-AS) and the underground…

High Energy Astrophysical Phenomena · Physics 2025-09-30 G. Imaizumi , M. Anzorena , K. Fujita , Y. Katayose , S. Kato , T. Kawashima , K. Kawata , A. Mizuno , M. Ohnishi , R. Garcia , T. Sako , F. Sugimoto , M. Takita , Y. Yokoe

Characteristics of the muon component in EAS are analyzed together with their fluctuations. The aim of this analysis -- a comparison of experimental data with computational results obtained within frameworks of various hadron interaction…

High Energy Astrophysical Phenomena · Physics 2010-10-07 S. P. Knurenko , A. K. Makarov , M. I. Pravdin , A. Sabourov

The mass composition of ultra-high energy cosmic rays can be studied from the distributions of the depth of shower maximum and/or the muon shower size. Here, we study the dependence of the mean muon shower size on the depth of shower…

Instrumentation and Methods for Astrophysics · Physics 2015-09-22 J. Vicha , P. Travnicek , D. Nosek

The paper describes lateral density distributions of electrons and muons of cosmic ray extensive air showers (EAS) in the energy regime of the KASCADE experiment. Potential EAS observables are extracted while some suitable lateral…

High Energy Astrophysical Phenomena · Physics 2020-06-04 Rajat K. Dey

The presence of hadronic sub-showers causes azimuthal non-uniformity in the particle distributions on the ground in vertical air showers. The $LCm$ parameter, which quantifies the non-uniformity of the signal recorded in detectors located…

High Energy Astrophysical Phenomena · Physics 2023-10-27 Nicusor Arsene

We demonstrate that a substantial part of the present uncertainties in model predictions for the average maximum depth of cosmic ray-induced extensive air showers is related to very high energy pion-air collisions. Our analysis shows that…

High Energy Physics - Phenomenology · Physics 2016-03-23 Sergey Ostapchenko , Marcus Bleicher