Astronomy and Astrophysics – Astrophysics
Scientific paper
2002-12-20
J.Phys.G29:453-474,2003
Astronomy and Astrophysics
Astrophysics
24 pages, Journal Physics G accepted
Scientific paper
10.1088/0954-3899/29/3/301
In view of the current efforts to extend the KASCADE experiment (KASCADE-Grande) for observations of Extensive Air Showers (EAS) of primary energies up to 1 EeV, the features of muon arrival time distributions and their correlations with other observable EAS quantities have been scrutinised on basis of high-energy EAS, simulated with the Monte Carlo code CORSIKA and using in general the QGSJET model as generator. Methodically various correlations of adequately defined arrival time parameters with other EAS parameters have been investigated by invoking non-parametric methods for the analysis of multivariate distributions, studying the classification and misclassification probabilities of various observable sets. It turns out that adding the arrival time information and the multiplicity of muons spanning the observed time distributions has distinct effects improving the mass discrimination. A further outcome of the studies is the feature that for the considered ranges of primary energies and of distances from the shower axis the discrimination power of global arrival time distributions referring to the arrival time of the shower core is only marginally enhanced as compared to local distributions referring to the arrival of the locally first muon.
Aiftimiei C. D.
Badea A. F.
Brancus I. M.
Duma Mlungisi
Haungs Andreas
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