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.
Authors
- C. Feng (ORCID: https://orcid.org/0000-0001-9138-3200)
- Lingling Ma (ORCID: https://orcid.org/0000-0001-6803-2322)
- Hengying Zhang
- Xiaoting Feng (ORCID: https://orcid.org/0000-0001-9053-0416)
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
Funders
- National Natural Science Foundation of China
- High Energy Physics