UHECR mass composition at highest energies from anisotropy of their arrival directions
arXiv:2011.11590 · doi:10.1088/1475-7516/2021/04/065
Abstract
We propose a new method for the estimation of ultra-high energy cosmic ray (UHECR) mass composition from a distribution of their arrival directions. The method employs a test statistic (TS) based on a characteristic deflection of UHECR events with respect to the distribution of luminous matter in the local Universe. Making realistic simulations of the mock UHECR sets, we show that this TS is robust to the presence of galactic and non-extreme extra-galactic magnetic fields and sensitive to the mass composition of events in a set. This allows one to constrain the UHECR mass composition by comparing the TS distribution of a composition model in question with the data TS, and to discriminate between different composition models. While the statistical power of the method depends somewhat on the MF parameters, this dependence decreases with the growth of statistics. The method shows good performance even at GZK energies where the estimation of UHCER mass composition with traditional methods is complicated by a low statistics.
26 pages, 9 figures, journal version, uncertainties discussion (EGMF, sources density) expanded significantly
References in corpus (11)
- Observation of a Large-scale Anisotropy in the Arrival Directions of Cosmic Rays above eV
- Radio observational constraints on Galactic 3D-emission models
- Indications of Intermediate-Scale Anisotropy of Cosmic Rays with Energy Greater Than 57 EeV in the Northern Sky Measured with the Surface Detector of the Telescope Array Experiment
- Magnetic Fields in the Milky Way
- Simulations of ultra-high Energy Cosmic Rays in the local Universe and the origin of Cosmic Magnetic Fields
- CRPropa: A Numerical Tool for the Propagation of UHE Cosmic Rays, Gamma-rays and Neutrinos
- Propagation of Ultra High Energy Cosmic Rays in Extragalactic Magnetic Fields: A view from cosmological simulations
- Ultrahigh energy cosmic rays from a nearby extragalactic source in the diffusive regime
- The extragalactic ultra-high energy cosmic-ray dipole
- Secondary neutrino and gamma-ray fluxes from SimProp and CRPropa
- Full-sky searches for anisotropies in UHECR arrival directions with the Pierre Auger Observatory and the Telescope Array
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- Constraining ultra-high-energy cosmic ray composition through cross-correlations
- Honing cross-correlation tools for inference on ultra-high-energy cosmic-ray composition
- Displacement of ultra-high-energy cosmic ray source images by the intergalactic magnetic field: the cases of Cen A and M83