Measurements of the variance of the logarithmic mass of cosmic rays from 0.3 to 30 PeV with LHAASO-KM2A

The Large High Altitude Air Shower Observatory (LHAASO) has accomplished comprehensive and precise measurements of very-high-energy cosmic ray air showers. For the first time, the logarithmic shower muon number has been employed to derive the mean logarithmic mass ($\langle \ln A \rangle$) of cosmic rays, while fluctuations in the logarithmic shower muon number have been utilized to construct the variance of the logarithmic mass ($\sigma_{\ln A}^{2}$). The analysis provides a clear depiction of the cosmic ray mass composition evolution with energy and explicitly illustrates the energy-dependent trend of $\sigma_{\ln A}^{2}$. The reliability of this parameterization method has been validated by employing simulations based on three different hadronic interaction models (QGSJET-II-04, EPOS-LHC, and SIBYLL 2.3d) with various cosmic ray compositions. The results demonstrate excellent consistency between the simulated input values of $\langle \ln A \rangle$ and $\sigma_{\ln A}^{2}$ and those derived from the parameterization, thus confirming the robustness and accuracy of this approach.

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Publication Details

Published
2025-09-25
DOI
https://doi.org/10.22323/1.501.0251
Primary Topic
Astrophysics and Cosmic Phenomena
Type
article
Field-Weighted Citation Impact
0.00

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article

Measurements of the variance of the logarithmic mass of cosmic rays from 0.3 to 30 PeV with LHAASO-KM2A

C. Feng, Lingling Ma, Hengying Zhang, Xiaoting Feng
Astrophysics and Cosmic Phenomena
article

Measurements of the variance of the logarithmic mass of cosmic rays from 0.3 to 30 PeV with LHAASO-KM2A

C. Feng, Lingling Ma, Hengying Zhang, Xiaoting Feng
article en

Abstract

The Large High Altitude Air Shower Observatory (LHAASO) has accomplished comprehensive and precise measurements of very-high-energy cosmic ray air showers. For the first time, the logarithmic shower muon number has been employed to derive the mean logarithmic mass ($\langle \ln A \rangle$) of cosmic rays, while fluctuations in the logarithmic shower muon number have been utilized to construct the variance of the logarithmic mass ($\sigma_{\ln A}^{2}$). The analysis provides a clear depiction of the cosmic ray mass composition evolution with energy and explicitly illustrates the energy-dependent trend of $\sigma_{\ln A}^{2}$. The reliability of this parameterization method has been validated by employing simulations based on three different hadronic interaction models (QGSJET-II-04, EPOS-LHC, and SIBYLL 2.3d) with various cosmic ray compositions. The results demonstrate excellent consistency between the simulated input values of $\langle \ln A \rangle$ and $\sigma_{\ln A}^{2}$ and those derived from the parameterization, thus confirming the robustness and accuracy of this approach.

National Natural Science Foundation of China, High Energy Physics
Openalex Percentile: Top 88%
Astrophysics and Cosmic Phenomena
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