Abstract
Although known for decades, the origin of ultra-high-energy cosmic rays is still baffling scientists. Recent data from the Pierre Auger Observatory and the Telescope Array have provided compelling evidence of anisotropy in their arrival directions, indicating an extragalactic origin, but the sources are yet to be identified. This paper aims to test against the observed anisotropy of two different models of extragalactic candidate sources, namely, starburst galaxies (SBGs) and active galactic nuclei (AGNs), by studying in depth the propagation of ultra-high-energy cosmic rays in the Galactic and extragalactic environments. The calculations are carried out using the software framework CRPropa 3, taking into account all relevant particle interactions and magnetic deflections. One-dimensional as well as three-dimensional simulations are considered, the former to study the energy spectra of particles reaching the Earth and the latter to address anisotropy. It is shown that nearby SBGs, and to a less extent nearby AGNs, can explain some of the observed medium-scale anisotropies (\(\sim \)10\(^\circ \)–30\(^\circ \)), but no known nearby SBG or AGN can provide a significant contribution to the strong large-scale anisotropy (\({\sim } 45^\circ \)), recently reported by the Pierre Auger Observatory.
Similar content being viewed by others
References
Aab A., et al. 2015a, Nucl. Instrum. Meth. A, 798, 172
Aab A., et al. 2015b, Astrophys. J., 804, 15
Aab A., et al. 2017, Science, 357, 1266
Aab A., et al. 2018a, Astrophys. J. Lett., 853, L29
Aab A., et al. 2018b, Astrophys. J. Lett., 868, 4
Aab A., et al. 2020, Astrophys. J., 891, 142
Abbasi R. U., et al. 2014, Astrophys. J. Lett., 790, L21
Abbasi R. U., et al. 2018, Astrophys. J., 862, 91
Abu-Zayyad T., et al. 2012, Nucl. Instrum. Meth. A, 689, 87
Acciari V. A., et al. 2009, Nature, 462, 87
Aloisio R. 2017, Prog. Theor. Exp. Phys., 12A102
Alves Batista R., et al. 2016, J. Cosmol. Astropart. Phys., 05, 038
Alves Batista R., et al. 2019, Front. Astron. Space Sci., 6, 23
Anchordoqui L. A. 2018, Phys. Rev. D, 97, 063010
Anchordoqui L. A. 2019, Phys. Rep., 801, 1
Anchordoqui L. A., et al. 1999, Phys. Rev. D, 60, 103001
Anchordoqui L. A., et al. 2001, Phys. Rev. D, 64, 123004
Attallah R., Bouchachi D. 2018, Mon. Not. Roy. Astron. Soc., 478, 800
Bell A. R. 1978, Mon. Not. R. Astron. Soc., 182, 147
Berezinsky V., et al. 2005, Phys. Lett. B, 612, 147
Biermann P. L., Strittmatter P. A. 1987, Astrophys. J., 322, 643
Biteau J., et al. 2021, in Proc. 37th Int. Cosmic Ray Conf., Berlin, PoS (ICRC2021) 307
Bretz H.-P., et al. 2014, Astropart. Phys., 54, 110
Chardonnet, P., & Mattei, A. 2006, Astrophys. J., 645, L121
de Almeida R. M., et al. 2021, in Proc. 37th Int. Cosmic Ray Conf., Berlin, PoS (ICRC2021) 335
de Oliveira C., de Souza V. 2022, Astrophys. J. Lett., 925, 42
Ding, C., et al. 2021, Astrophys. J. Lett., 913, L13
Eichmann B., et al. 2018, J. Cosmol. Astropart. Phys., 02, 036
Fedynitch A., et al. 2019, Phys. Rev. D, 100, 103018
Fujii T., et al. 2021, in Proc. 37th Int. Cosmic Ray Conf., Berlin, PoS (ICRC2021) 392
Giacinti G., et al. 2011, Astropart. Phys., 35, 192
Globus N., & Piran, T. 2017, Astrophys. J. Lett., 850, L25
Gorski A. M., et al. 2005, Astrophys. J., 622, 759
Greisen K. 1966, Phys. Rev. Lett., 16, 748
Hanlon W., et al. 2018, in Proc. 2016 Int. Conf. on Ultra-High Energy Cosmic Rays, JPS Conf. Proc. 19, 011013
Hanlon W., et al. 2019, in Proc. 36th Int. Cosmic Ray Conf., Madison, PoS (ICRC2019) 280
He H.-N., et al. 2016, Phys. Rev. D, 93, 043011
Hillas A. M. 1984, Ann. Rev. Astron. Astrophys., 22, 425
Ivanov D., et al. 2019, in Proc. 36th Int. Cosmic Ray Conf., Madison, PoS (ICRC2019) 298
Jansson R., Farrar G. R. 2012a, Astrophys. J. Lett., 761, L11
Jansson R., Farrar G. R. 2012b, Astrophys. J., 757, 14
Kim, J., et al. 2021, in Proc. 37th Int. Cosmic Ray Conf., Berlin, PoS (ICRC2021) 328
Kotera K., Olinto A. V. 2011, Annu. Rev. Astron. Astrophys., 49, 119
Letessier-Selvon A., Stanev T. 2011, Rev. Mod. Phys., 83, 907
Lovelace, R. V. E. 1976, Nature, 262, 649
Lunardini C., et al. 2019, J. Cosmol. Astropart. Phys., 10, 079 (2019)
Mollerach S., Roulet E. 2022, Phys. Rev. D, 105, 063001
Ostapchenko S. 2011, Phys. Rev. D, 83, 014018
Pfeffer D., et al. 2017, Month. Not. Roy. Astron. Soc., 466, 2922
Pierog, T., et al. 2015, Phys. Rev. C, 92, 034906
Pshirkov M. S., et al. 2016, Phys. Rev. Lett., 116, 191302
Rachen, J. P., & Biermann, P. L. 1993, Astron. Astrophys., 272, 161
Rachen J. P., Eichmann B. 2019, in Proc. 36th Int. Cosmic Ray Conf., Madison, PoS (ICRC2019) 397
Sarazin F., et al. 2019, Bull. Am. Astron. Soc., 51, 3
Stecker, F. W., et al. 2016, Astrophys. J., 827, 6
Verzi V., et al. 2019, in Proc. 36th Int. Cosmic Ray Conf., Madison, PoS (ICRC2019) 450
Wittkowski D., Kampert K.-H. 2018, Astrophys. J. Lett., 854, L3
Yushkov A., et al. 2019, in Proc. 36th Int. Cosmic Ray Conf., Madison, PoS (ICRC2019) 482
Zatsepin G. T., Kuz’min V. A. 1966, J. Exp. Theor. Phys. Lett., 4, 78
Acknowledgements
We are very grateful to the CRPropa team for making public their excellent simulation code, and also for their assistance and support.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Doghmane, R., Attallah, R. Probing cosmic-ray anisotropy at ultra-high energy. J Astrophys Astron 43, 89 (2022). https://doi.org/10.1007/s12036-022-09887-8
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s12036-022-09887-8