Energy spectra of elemental groups of cosmic rays: Update on the KASCADE unfolding analysis

被引:76
作者
Apel, W. D. [1 ]
Arteaga, J. C. [2 ]
Badea, A. F. [1 ]
Bekk, K. [1 ]
Bluemer, J. [1 ,2 ]
Bozdog, H. [1 ]
Brancus, I. M. [3 ]
Brueggemann, M. [4 ]
Buchholz, P. [4 ]
Cossavella, F. [2 ]
Daumiller, K. [1 ]
de Souza, V. [2 ]
Doll, P. [1 ]
Engel, R. [1 ]
Engler, J. [1 ]
Finger, M. [1 ]
Fuhrmann, D. [5 ]
Gils, H. J. [1 ]
Glasstetter, R. [5 ]
Grupen, C. [4 ]
Haungs, A. [1 ]
Heck, D. [1 ]
Hoerandel, J. R. [2 ]
Huege, T. [1 ]
Isar, P. G. [1 ]
Kampert, K. -H. [5 ]
Kang, D. [2 ]
Kickelbick, D. [4 ]
Klages, H. O. [1 ]
Kolotaev, Y. [4 ]
Luczak, P. [6 ]
Mathes, H. J. [1 ]
Mayer, H. J. [1 ]
Milke, J. [1 ]
Mitrica, B. [3 ]
Nehls, S. [1 ]
Oehlschlaeger, J. [1 ]
Ostapchenko, S. [1 ]
Over, S. [4 ]
Petcu, M. [3 ]
Pierog, T. [1 ]
Rebel, H. [1 ]
Roth, M. [1 ]
Schatz, G. [1 ]
Schieler, H. [1 ]
Schroeder, F. [1 ]
Sima, O. [7 ]
Stuempert, M. [2 ]
Toma, G. [3 ]
Ulrich, H. [1 ]
机构
[1] Forschungszentrum Karlsruhe, Inst Kernphys, D-76021 Karlsruhe, Germany
[2] Univ Karlsruhe, Inst Expt Kernphys, D-76021 Karlsruhe, Germany
[3] Natl Inst Phys & Nucl Engn Bucharest, Bucharest 7690, Romania
[4] Univ Siegen, Fachbereich Phys, D-57068 Siegen, Germany
[5] Univ Wuppertal, Fachbereich Phys, D-42097 Wuppertal, Germany
[6] Soltan Inst Nucl Studies Lodz, PL-90950 Lodz, Poland
[7] Univ Bucharest, Dept Phys, Bucharest 76900, Romania
关键词
Cosmic ray energy spectrum; Cosmic ray composition; The knee; KASCADE; Hadronic interaction models; FLUKA; GHEISHA;
D O I
10.1016/j.astropartphys.2008.11.008
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
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 steepening in the light-element spectra [T. Antoni et al., (KASCADE Coll.), Astropart. Phys. 24 (2005) 1-25]. Since the applied unfolding analysis depends crucially on simulations of air showers, different high-energy hadronic interaction models (QGSJet and SIBYLL) were used. The results have shown a strong dependence of the relative abundance of the individual mass groups on the underlying model. In this update of the analysis we apply the unfolding method with a different low energy interaction model (FLUKA instead of GHEISHA) in the simulations. While the resulting individual mass group spectra do not change significantly, the overall description of the measured data improves by using the FLUKA model. In addition data in a larger range of zenith angle are analysed. The new results are completely consistent, i.e. there is no hint to any severe problem in applying the unfolding analysis method to KASCADE data. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:86 / 91
页数:6
相关论文
共 17 条
[1]   The cosmic ray primary composition in the "knee" region through the EAS electromagnetic and muon measurements at EAS-TOP [J].
Aglietta, M ;
Alessandro, B ;
Antonioli, P ;
Arneodo, F ;
Bergamasco, L ;
Bertaina, M ;
Castagnoli, C ;
Castellina, A ;
Chiavassa, A ;
Castagnoli, GC ;
Piazzoli, BD ;
Di Sciascio, G ;
Fulgione, W ;
Galeotti, P ;
Ghia, PL ;
Iacovacci, M ;
Mannocchi, G ;
Morello, C ;
Navarra, G ;
Saavedra, O ;
Trinchero, GC ;
Valchierotti, S ;
Vallania, P ;
Vernetto, S ;
Vigorito, C .
ASTROPARTICLE PHYSICS, 2004, 21 (06) :583-596
[2]   KASCADE measurements of energy spectra for elemental groups of cosmic rays:: Results and open problems [J].
Antoni, T ;
Apel, WD ;
Badea, AF ;
Bekk, K ;
Bercuci, A ;
Blümer, J ;
Bozdog, H ;
Brancus, IM ;
Chilingarian, A ;
Daumiller, K ;
Doll, P ;
Engel, R ;
Engler, J ;
Fessler, F ;
Gils, HJ ;
Glasstetter, R ;
Haungs, A ;
Heck, D ;
Hörandel, JR ;
Kampert, KH ;
Klages, HO ;
Maier, G ;
Mathes, HJ ;
Mayer, HJ ;
Milke, J ;
Müller, M ;
Obenland, R ;
Oehlschläger, J ;
Ostapchenko, S ;
Petcu, M ;
Rebel, H ;
Risse, A ;
Risse, M ;
Roth, M ;
Schatz, G ;
Schieler, H ;
Scholz, J ;
Thouw, T ;
Ulrich, H ;
van Buren, J ;
Vardanyan, A ;
Weindl, A ;
Wochele, J ;
Zabierowski, J .
ASTROPARTICLE PHYSICS, 2005, 24 (1-2) :1-25
[3]   The cosmic-ray experiment KASCADE [J].
Antoni, T ;
Apel, WD ;
Badea, F ;
Bekk, K ;
Bercuci, A ;
Blümer, H ;
Bozdog, H ;
Brancus, IM ;
Büttner, C ;
Chilingarian, A ;
Daumiller, K ;
Doll, P ;
Engler, J ;
Fessler, F ;
Gils, HJ ;
Glasstetter, R ;
Haeusler, R ;
Haungs, A ;
Heck, D ;
Hörandel, JR ;
Iwan, A ;
Kampert, KH ;
Klages, HO ;
Maier, G ;
Mathes, HJ ;
Mayer, HJ ;
Milke, J ;
Müller, M ;
Obenland, R ;
Oehlschläger, J ;
Ostapchenko, S ;
Petcu, M ;
Rebel, H ;
Risse, M ;
Roth, M ;
Schatz, G ;
Schieler, H ;
Scholz, J ;
Thouw, T ;
Ulrich, H ;
Vardanyan, A ;
Weber, J ;
Weindl, A ;
Wentz, J ;
Wochele, J ;
Zabierowski, J ;
Zagromski, S .
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2003, 513 (03) :490-510
[4]   Test of interaction models up to 40 PeV by studying hadronic cores of EAS [J].
Apel, W. D. ;
Badea, A. F. ;
Bekk, K. ;
Bluemer, J. ;
Bozdog, H. ;
Brancus, I. M. ;
Daumiller, K. ;
Doll, P. ;
Engel, R. ;
Engler, J. ;
Gils, H. J. ;
Glasstetter, R. ;
Haungs, A. ;
Heck, D. ;
Hoerandel, J. R. ;
Kampert, K-H ;
Klages, H. O. ;
Mathes, H. J. ;
Mayer, H. J. ;
Milke, J. ;
Oehlschlaeger, J. ;
Ostapchenko, S. ;
Petcu, M. ;
Pierog, T. ;
Rebel, H. ;
Risse, A. ;
Risse, M. ;
Roth, M. ;
Schatz, G. ;
Schieler, H. ;
Ulrich, H. ;
van Buren, J. ;
Weindl, A. ;
Wochele, J. ;
Zabierowski, J. .
JOURNAL OF PHYSICS G-NUCLEAR AND PARTICLE PHYSICS, 2007, 34 (12) :2581-2593
[5]   Model dependence of lateral distribution functions of high energy cosmic ray air showers [J].
Drescher, HJ ;
Bleicher, M ;
Soff, S ;
Stöcker, H .
ASTROPARTICLE PHYSICS, 2004, 21 (01) :87-94
[6]  
Engel R., 1999, INT COSMIC RAY C, V1, P415
[7]  
Fassò A, 2001, ADVANCED MONTE CARLO FOR RADIATION PHYSICS, PARTICLE TRANSPORT SIMULATION AND APPLICATIONS, P955
[8]  
Fesefeldt H., 1985, GHEISHA, the simulation of hadronic showers: physics and applications
[9]  
*GEANT, 1993, W5013 GEANT CERN PRO
[10]  
Gold Raymond., 1964, An iterative unfolding method for response matrices