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The study applies the CIC method to KASCADE-Grande muon data, analyzing muon densities, spectra, and attenuation curves. Findings show good agreement in vertical showers. The CIC method is used to correct systematic uncertainties and determine muon numbers. Insights are gained by comparing simulated and CIC-obtained muon spectra.
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CIC method applied to the KASCADE-Grande muon data Juan Carlos Arteaga-Velázquez for the KASCADE-Grande Collaboration Institute of Physics and Mathematics Universidad Michoacana CIC method applied to KG muon data – J.C. Arteaga Malargüe 2008, PAO Coll. Meeting
The KASCADE-Grande experiment KASCADE-Grande (Karlsruhe Shower Core and array detector) E = 1016 - 1018 eV Grande detectors measure e/ + component simultaneously KASCADE shielded scintillators allow to measure component of EAS. (E > 230 MeV sec) CIC method applied to KG muon data – J.C. Arteaga Malargüe 2008, PAO Coll. Meeting
Reconstruction of N Measured densities in KASCADE (r) = N f(r) N = n(ri) / [f(ri)Aicos(z)] f(r) known from MC simulations N corrected from reconstruction systematics CIC method applied to KG muon data – J.C. Arteaga Malargüe 2008, PAO Coll. Meeting
Muon spectra KG data Teff = 603.1 days CIC method applied to KG muon data – J.C. Arteaga Malargüe 2008, PAO Coll. Meeting
Integral muon spectra Apply cut at constant Jcut For a given Jcut, get N() CIC method applied to KG muon data – J.C. Arteaga Malargüe 2008, PAO Coll. Meeting
Muon attenuation curves Choose the mean Get attenuation curves CIC method applied to KG muon data – J.C. Arteaga Malargüe 2008, PAO Coll. Meeting
Reference angle Find reference angle ref for normalization: N24 of each event For the moment use only showers < 42o CIC method applied to KG muon data – J.C. Arteaga Malargüe 2008, PAO Coll. Meeting
Muon spectra Good agreement between muon spectra for vertical showers CIC method applied to KG muon data – J.C. Arteaga Malargüe 2008, PAO Coll. Meeting
Muon spectra Difference between MC and KG muon attenuation lengths FLUKA/QGSJET II CIC method applied to KG muon data – J.C. Arteaga Malargüe 2008, PAO Coll. Meeting
Muon spectrum for vertical showers CIC method applied to KG muon data – J.C. Arteaga Malargüe 2008, PAO Coll. Meeting
Muon number systematic uncertainties CIC method applied to KG muon data – J.C. Arteaga Malargüe 2008, PAO Coll. Meeting
Summary • Using the CIC method, we compared the muon spectra for different without the influence of MC models. • Good agreement among reconstructedmuon spectra from KG data on vertical showers with the CIC method. • Simulated Λ is different from the one obtained from the CIC method andthe KG data. CIC method applied to KG muon data – J.C. Arteaga Malargüe 2008, PAO Coll. Meeting