M. Kozai, Y. Hayashi, K. Fujii, K. Munakata, C. Kato, N. Miyashita, A. Kadokura, R. Kataoka, S. Miyake, M. L. Duldig, J. E. Humble, K. Iwai
{"title":"Cosmic ray north-south anisotropy: rigidity spectrum and solar cycle variations observed by ground-based muon detectors","authors":"M. Kozai, Y. Hayashi, K. Fujii, K. Munakata, C. Kato, N. Miyashita, A. Kadokura, R. Kataoka, S. Miyake, M. L. Duldig, J. E. Humble, K. Iwai","doi":"arxiv-2409.03182","DOIUrl":null,"url":null,"abstract":"The north-south (NS) anisotropy of galactic cosmic rays (GCRs) is dominated\nby a diamagnetic drift flow of GCRs in the interplanetary magnetic field (IMF),\nallowing us to derive key parameters of cosmic-ray propagation, such as the\ndensity gradient and diffusion coefficient. We propose a new method to analyze\nthe rigidity spectrum of GCR anisotropy and reveal a solar cycle variation of\nthe NS anisotropy's spectrum using ground-based muon detectors in Nagoya,\nJapan, and Hobart, Australia. The physics-based correction method for the\natmospheric temperature effect on muons is used to combine the different-site\ndetectors free from local atmospheric effects. NS channel pairs in the\nmulti-directional muon detectors are formed to enhance sensitivity to the NS\nanisotropy, and in this process, general graph matching in graph theory is\nintroduced to survey optimized pairs. Moreover, Bayesian estimation with the\nGaussian process allows us to unfold the rigidity spectrum without supposing\nany analytical function for the spectral shape. Thanks to these novel\napproaches, it has been discovered that the rigidity spectrum of the NS\nanisotropy is dynamically varying with solar activity every year. It is\nattributed to a rigidity-dependent variation of the radial density gradient of\nGCRs based on the nature of the diamagnetic drift in the IMF. The diffusion\ncoefficient and mean-free-path length of GCRs as functions of the rigidity are\nalso derived from the diffusion-convection flow balance. This analysis expands\nthe estimation limit of the mean-free-path length into $\\le200$ GV rigidity\nregion from $<10$ GV region achieved by solar energetic particle observations.","PeriodicalId":501423,"journal":{"name":"arXiv - PHYS - Space Physics","volume":"108 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Space Physics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.03182","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The north-south (NS) anisotropy of galactic cosmic rays (GCRs) is dominated
by a diamagnetic drift flow of GCRs in the interplanetary magnetic field (IMF),
allowing us to derive key parameters of cosmic-ray propagation, such as the
density gradient and diffusion coefficient. We propose a new method to analyze
the rigidity spectrum of GCR anisotropy and reveal a solar cycle variation of
the NS anisotropy's spectrum using ground-based muon detectors in Nagoya,
Japan, and Hobart, Australia. The physics-based correction method for the
atmospheric temperature effect on muons is used to combine the different-site
detectors free from local atmospheric effects. NS channel pairs in the
multi-directional muon detectors are formed to enhance sensitivity to the NS
anisotropy, and in this process, general graph matching in graph theory is
introduced to survey optimized pairs. Moreover, Bayesian estimation with the
Gaussian process allows us to unfold the rigidity spectrum without supposing
any analytical function for the spectral shape. Thanks to these novel
approaches, it has been discovered that the rigidity spectrum of the NS
anisotropy is dynamically varying with solar activity every year. It is
attributed to a rigidity-dependent variation of the radial density gradient of
GCRs based on the nature of the diamagnetic drift in the IMF. The diffusion
coefficient and mean-free-path length of GCRs as functions of the rigidity are
also derived from the diffusion-convection flow balance. This analysis expands
the estimation limit of the mean-free-path length into $\le200$ GV rigidity
region from $<10$ GV region achieved by solar energetic particle observations.