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At high energy, cosmic rays can only be studied by measuring the extensive air showers they produce in the atmosphere of the Earth. Although the main features of air showers can be understood within a simple model of successive…

Astrophysics · Physics 2015-06-24 T. Pierog , R. Engel , D. Heck

We present a meta-analysis of recent muon density measurements made by eight air shower experiments which cover shower energies ranging from PeV to tens of EeV regarding the muon puzzle in extensive air showers. Some experimental analyses…

High Energy Astrophysical Phenomena · Physics 2020-01-22 Lorenzo Cazon

We present a new method for the reconstruction of the longitudinal profile of extensive air showers induced by ultra-high energy cosmic rays. In contrast to the typically considered shower size profile, this method employs directly the…

Astrophysics · Physics 2009-06-23 M. Unger , B. R. Dawson , R. Engel , F. Schüssler , R. Ulrich

Using CORSIKA for simulating extensive air showers, we study the relation between the shower characteristics and features of hadronic multiparticle production at low energies. We report about investigations of typical energies and phase…

Astrophysics · Physics 2007-05-23 C. Meurer , J. Bluemer , R. Engel , A. Haungs , M. Roth

Surface detector arrays are designed to measure the spectrum and composition of high-energy cosmic rays by detecting the secondary particle flux of the Extensive Air Showers (EAS) induced by the primary cosmic rays. Electromagnetic…

Astrophysics · Physics 2008-11-26 Fabian Schmidt , Maximo Ave , Lorenzo Cazon , Aaron Chou

A general approach to a fast simulation of electromagnetic showers using parameterizations of the longitudinal and radial profiles in homogeneous and sampling calorimeters is described. The dependence of the shower development on the…

High Energy Physics - Experiment · Physics 2007-05-23 G. Grindhammer , S. Peters

The spatial development of hadronic showers in the CALICE scintillator-steel analogue hadron calorimeter is studied using test beam data collected at CERN and FNAL for single positive pions and protons with initial momenta in the range from…

Instrumentation and Detectors · Physics 2016-07-13 The CALICE Collaboration , G. Eigen , T. Price , N. K. Watson , J. S. Marshall , M. A. Thomson , D. R. Ward , D. Benchekroun , A. Hoummada , Y. Khoulaki , J. Apostolakis , A. Dotti , G. Folger , V. Ivantchenko , A. Ribon , V. Uzhinskiy , J. -Y. Hostachy , L. Morin , E. Brianne , A. Ebrahimi , K. Gadow , P. Göttlicher , C. Günter , O. Hartbrich , B. Hermberg , A. Irles , F. Krivan , K. Krüger , J. Kvasnicka , S. Lu , B. Lutz , V. Morgunov , C. Neubüser , A. Provenza , M. Reinecke , F. Sefkow , S. Schuwalow , H. L. Tran , E. Garutti , S. Laurien , M. Matysek , M. Ramilli , S. Schroeder , K. Briggl , P. Eckert , Y. Munwes , H. -Ch. Schultz-Coulon , W. Shen , R. Stamen , B. Bilki , E. Norbeck , D. Northacker , Y. Onel , B. van Doren , G. W. Wilson , K. Kawagoe , H. Hirai , Y. Sudo , T. Suehara , H. Sumida , S. Takada , T. Tomita , T. Yoshioka , M. Wing , A. Bonnevaux , C. Combaret , L. Caponetto , G. Grenier , R. Han , J. C. Ianigro , R. Kieffer , I. Laktineh , N. Lumb , H. Mathez , L. Mirabito , A. Steen , J. Berenguer Antequera , E. Calvo Alamillo , M. -C. Fouz , J. Marin , J. Puerta-Pelayo , A. Verdugo , B. Bobchenko , O. Markin , E. Novikov , V. Rusinov , E. Tarkovsky , N. Kirikova , V. Kozlov , P. Smirnov , Y. Soloviev , D. Besson , P. Buzhan , M. Chadeeva , M. Danilov , A. Drutskoy , A. Ilyin , D. Mironov , R. Mizuk , E. Popova , M. Gabriel , P. Goecke , C. Kiesling , N. van der Kolk , F. Simon , M. Szalay , S. Bilokin , J. Bonis , P. Cornebise , R. Pöschl , F. Richard , A. Thiebault , D. Zerwas , M. Anduze , V. Balagura , E. Becheva , V. Boudry , J-C. Brient , J-B. Cizel , C. Clerc , R. Cornat , M. Frotin , F. Gastaldi , F. Magniette , P. Mora de Freitas , G. Musat , S. Pavy , M. Rubio-Roy , M. Ruan , H. Videau , S. Callier , F. Dulucq , G. Martin-Chassard , L. Raux , N. Seguin-Moreau , Ch. de la Taille , J. Cvach , P. Gallus , M. Havranek , M. Janata , D. Lednicky , M. Marcisovsky , I. Polak , J. Popule , L. Tomasek , M. Tomasek , P. Sicho , J. Smolik , V. Vrba , J. Zalesak , K. Kotera , H. Ono , T. Takeshita , S. Ieki , Y. Kamiya , W. Ootani , N. Shibata , D. Jeans , S. Komamiya , H. Nakanishi

Characteristics of the high energy families (bundle of high energy e, gamma) and hadrons in the air-showers detected in the hybrid experiment together with emulsion chamber and AS-array at Mt.Chacaltaya are studied in detail by comparing…

High Energy Astrophysical Phenomena · Physics 2010-10-14 M. Tamada

A Monte Carlo (MC) simulation study of cosmic ray (CR) extensive air showers (EAS) has been carried out in the energy regime of the KASCADE experiment. From the characteristics of lateral distributions of electrons and muons of simulated…

High Energy Astrophysical Phenomena · Physics 2019-09-23 Rajat K Dey , Sandip Dam , Animesh Basak

A new method to reconstruct the 3-dimensional structure of extensive air showers, seen by fluorescence detectors, is proposed. The observation of the shower is done in 2-dimensional pixels, for consecutive time bins. Time corresponds to a…

Astrophysics · Physics 2019-08-13 S. Andringa , M. Pato , M. Pimenta

Whereas air shower simulations are very valuable tools for interpreting cosmic ray data, there is a long standing problem: is seems to be impossible to accommodate at the same time the longitudinal development of air showers and the number…

Astrophysics · Physics 2008-11-26 T. Pierog , K. Werner

Recent results obtained from leading cosmic ray experiments indicate that simulations using LHC-tuned hadronic interaction models underestimate the number of muons in extensive air showers compared to experimental data. This is the…

Identification of primary cosmic rays on an event-by-event basis is a much-desired capability of cosmic-ray observatories. Several cosmic-ray air-shower experiments use so-called photon tags for gamma hadron primary particle discrimination.…

High Energy Astrophysical Phenomena · Physics 2025-10-03 Nataliia Borodai

The bulk of air showers initiated by very high energy cosmic rays exhibits a longitudinal development in depth with a single well-defined shower maximum. However, a small fraction of showers has a profile that differs considerably from this…

High Energy Astrophysical Phenomena · Physics 2015-06-03 Colin Baus , Ralph Engel , Tanguy Pierog , Ralf Ulrich , Michael Unger

The description of high-energy hadronic interactions plays an important role in the (astrophysical) interpretation of air shower data. The parameter space important for the development of air showers (energy and kinematical range) extends…

High Energy Astrophysical Phenomena · Physics 2015-06-30 J. R. Hoerandel

The KASCADE experiment measures extensive air showers induced by cosmic rays in the energy range around the so-called knee. The data of KASCADE have been used in a composition analysis showing the knee at 3-5 PeV to be caused by a…

Astrophysics · Physics 2014-11-18 KASCADE Collaboration , W. D. Apel

The depth of maximum for extensive air showers measured by Fly's Eye and Yakutsk experiments is analysed. The analysis depends on the hadronic interaction model that determine cascade development. The novel feature found in the cascading…

High Energy Physics - Phenomenology · Physics 2008-11-26 Tadeusz Wibig

Radio detection of extensive air showers enables near-continuous observation and precise measurements of the shower geometry and the depth of shower maximum, $X_{\rm max}$. Beyond $X_{\rm max}$, the longitudinal shower development follows a…

High Energy Astrophysical Phenomena · Physics 2026-05-18 J. Alvarez-Muñiz , W. R. Carvalho , R. Conceição , D. Dias

Interpretation of extensive air showers (EAS) experiments results is strongly based on air shower simulations. The latter being based on hadronic interaction models, any new model can help for the understanding of the nature of cosmic rays.…

High Energy Physics - Phenomenology · Physics 2009-12-08 T. Pierog , K. Werner

The concept of "age" as a parameter for the description of the state of development of high energy showers in the atmosphere has been in use in cosmic ray studies for several decades. In this work we briefly discuss how this concept,…

Astrophysics · Physics 2009-11-13 Paolo Lipari