RT Journal Article T1 Search for patterns by combining cosmic-ray energy and arrival directions at the Pierre Auger Observatory A1 Aranda, V. M. A1 Arqueros Martínez, Fernando A1 García Pinto, Diego A1 Minaya Flores, Ignacio Andrés A1 Rosado Vélez, Jaime A1 Vázquez Peñas, José Ramón AB Energy-dependent patterns in the arrival directions of cosmic rays are searched for using data of the Pierre Auger Observatory. We investigate local regions around the highest-energy cosmic rays with E >= 6 x 10(19) eV by analyzing cosmic rays with energies above E >= 5 x 10(18) eV arriving within an angular separation of approximately 15 degrees. We characterize the energy distributions inside these regions by two independent methods, one searching for angular dependence of energy-energy correlations and one searching for collimation of energy along the local system of principal axes of the energy distribution. No significant patterns are found with this analysis. The comparison of these measurements with astrophysical scenarios can therefore be used to obtain constraints on related model parameters such as strength of cosmic-ray deflection and density of point sources. PB Springer SN 1434-6044 YR 2015 FD 2015-06-20 LK https://hdl.handle.net/20.500.14352/24146 UL https://hdl.handle.net/20.500.14352/24146 LA eng NO 1. K.Kotera,A.V.Olinto,The astrophysics of ultrahigh energy cosmic rays. Annu. Rev. Astron. Astrophys. 49, 119–153 (2011)2. D. Ryu et al., Magnetic fields in the large-scale structure of the universe. Space Sci. Rev. 166, 1–35 (2012)3. L.Widrow et al., The first magnetic fields. Space Sci. Rev. 166(1), 37–70 (2012)4. S. Lee, A.V. Olinto, G. Sigl, Extragalactic magnetic field and the highest energy cosmic rays. Astrophys. J. 455, L21–L24 (1995)5. M. Lemoine et al.,Ultra-high-energy cosmic-ray sources and largescale magnetic fields. Astrophys. J. 486.2, L115–L118 (1997)6. J. Abraham et al., Properties and performance of the prototype instrument for the Pierre Auger Observatory. Nucl. Instrum. Methods Phys. Res. Sect. A 523, 50 (2004)7. J. Abraham et al., Trigger and aperture of the surface detector array of the Pierre Auger Observatory. Nucl. Instrum. Methods Phys. Res. Sect. A A613, 29–39 (2010)8. J. Abraham et al., Correlation of the highest energy cosmic rays with nearby extragalactic objects. Science 318, 938–943 (2007)9. J. Abraham et al., Correlation of the highest-energy cosmic rays with the positions of nearby active galactic nuclei. Astropart. Phys. 29, 188–204 (2008)10. P. Abreu et al., Update on the correlation of the highest energy cosmic rays with nearby extragalactic matter. Astropart. Phys. 34, 314–326 (2010)11. P. Abreu et al., A search for anisotropy in the arrival directions of ultra high energy cosmic rays recorded at the Pierre Auger Observatory. J. Cosmol. Astropart. Phys. 4, 040 (2012)12. P. Abreu et al., Bounds on the density of sources of ultra-high energy cosmic rays from the Pierre Auger Observatory. J. Cosmol. Astropart. Phys. 1305, 009 (2013)13. P. Abreu et al., Search for signatures ofmagneticallyinduced alignment in the arrival directions measured by the Pierre Auger Observatory. Astropart. Phys. 35, 354–361 (2012)14. C.L. Basham et al., Energy correlations in electron–positron annihilation: testing quantum chromodynamics. Phys. Rev. Lett. 41(23), 1585–1588 (1978)15. S. Brandt et al., The principal axis of jets—an attempt to analyse high-energy collisions as two-body processes. Phys. Lett. 12, 57–61 (1964)16. M. Erdmann, P. Schiffer, A method of measuring cosmic magnetic fields with ultra high energy cosmic ray data. Astropart. Phys. 33, 201–205 (2010)17. M. Erdmann, T. Winchen, Detecting local deflection patterns of ultra-high energy cosmic rays using the principal axes of the directional energy distribution. in Proceedings of the 33rd ICRC (Rio de Janeiro, Brasil, 2013)18. K. Greisen, End to the cosmic-ray spectrum? Phys. Rev. Lett. 16, 748–750 (1966)19. G.T. Zatsepin, V. Kuz’min, Upper limit on the spectrum of cosmic rays. Sov. Phys. JETP Lett. 4, 78–80 (1966)20. H.-P. Bretz et al., PARSEC: a parametrized simulation engine for ultra-high energy cosmic ray protons.Astropart. Phys. 54, 110–117(2014)21. P. Schiffer, Constraining cosmic magnetic fields by a measurement of energy-energy-correlations with the Pierre Auger Observatory. Ph.D. thesis, RWTH Aachen University (2011)22. T. Winchen, The principal axes of the directional energy distributionof cosmic rays measured with the Pierre Auger Observatory. Ph.D. thesis, RWTH Aachen University (2013)23. P. Sommers, Cosmic ray anisotropy analysis with a full-sky observatory. Astropart. Phys. 14, 271–286 (2001)24. E. Farhi, Quantum chromodynamics test for jets. Phys. Rev. Lett. 39(25), 1587–1588 (1977)25. R. Fisher, Dispersion on a sphere. Proc. R. Soc. A 217, 295–305 (1953)26. A. Achterberg et al., Intergalactic propagation ofUHEcosmic rays. in 19th Texas Symposium on Relativistic Astrophysics and Cosmology, (Paris, France, 1998)27. D. Harari et al., Lensing of ultra-high energy cosmic rays in turbulent magnetic fields. J. High Energy Phys. 0203, 045 (2002)28. J. Abraham et al., Measurement of the energy spectrum of cosmic rays above 1018 eV using the Pierre Auger Observatory. Physics Lett. B 685(1018), 239–246 (2010)29. K.V. Mardia, Statistics of Directional Data (Academic Press, London, 1972)30. S.R. Jammalamadaka, A. SenGupta, Topics in Circular Statistics. Series on multivariate analysis, vol. 5 (World Scientific, Singapore, 2001)31. C. Di Giulio, Energy calibration of data recorded with the surface detectors of the Pierre Auger Observatory. in Proceedings of the 31st ICRC (Łódz, 2009)32. C. Bonifazi, A. Letessier-Selvon, E. Santos, A model for the time uncertainty measurements in the Auger surface detector array. Astropart. Phys. 28, 523–528 (2008)33. M.S. Sutherland, B.M. Baughman, J.J. Beatty, CRT: a numerical tool for propagating ultra-high energy cosmic rays through Galactic magnetic field models. Astropart. Phys. 34, 198–204 (2010)34. R. Jansson, G.R. Farrar, A new model of the Galactic magnetic field. Astrophys. J. 757, 14 (2012)35. R. Jansson, G.R. Farrar, The Galactic magnetic field. Astrophys. J. 761(1), L11 (2012)36. K.M. Górski et al., HEALPix: a framework for high-resolution discretization and fast analysis of data distributed on the sphere. Astrophys. J. 622, 759–771 (2005)37. S. Chandrasekhar, Stochastic problems in physics and astronomy. Rev. Mod. Phys. 15(1), 1–89 (1943)38. A. L. Read, Modified frequentist analysis of search results (the CLs method). in 1st Workshop on Confidence Limits (CERN. Geneva, Switzerland, 2000), pp. 81–10139. A.L. Read, Presentation of search results: the CLs technique. J. Phys. G 28(10), 2693–2704 (2002) NO Autoría conjunta: Pierre Auger Collaboration. Artículo firmado por mas de 400 autores.The successful installation, commissioning, and operation of the Pierre Auger Observatory would not have been possible without the strong commitment and effort from the technical and administrative staff in Malargue. We are very grateful to the following agencies and organizations for financial support: Comision Nacional de Energia Atomica, Fundacion Antorchas, Gobierno De La Provincia de Mendoza, Municipalidad de Malargue, NDM Holdings and Valle Las Lenas, in gratitude for their continuing cooperation over land access, Argentina; the Australian Research Council; Conselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPq), Financiadora de Estudos e Projetos (FINEP), Fundacao de Amparo a Pesquisa do Estado de Rio de Janeiro (FAPERJ), Sao Paulo Research Foundation (FAPESP) Grants # 2010/07359-6, # 1999/05404-3, Ministerio de Ciencia e Tecnologia (MCT), Brazil; MSMT-CR LG13007, 7AMB14AR005, CZ.1.05/2.1.00/03.0058 and the Czech Science Foundation grant 14-17501S, Czech Republic; Centre de Calcul IN2P3/CNRS, Centre National de la Recherche Scientifique (CNRS), Conseil Regional Ile-de-France, Departement Physique Nucleaire et Corpusculaire (PNC-IN2P3/CNRS), Departement Sciences de l'Univers (SDU-INSU/CNRS), Institut Lagrange de Paris, ILP LABEX ANR-10-LABX-63, within the Investissements d'Avenir Programme ANR-11-IDEX-0004-02, France; Bundesministerium fur Bildung und Forschung (BMBF), Deutsche Forschungsgemeinschaft (DFG), Finanzministerium Baden-Wurttemberg, Helmholtz-Gemeinschaft Deutscher Forschungszentren (HGF), Ministerium fur Wissenschaft und Forschung, Nordrhein Westfalen, Ministerium fur Wissenschaft, Forschung und Kunst, Baden-Wurttemberg, Germany; Istituto Nazionale di Fisica Nucleare (INFN), Ministero dell'Istruzione, dell'Universita e della Ricerca (MIUR), Gran Sasso Center for Astroparticle Physics (CFA), CETEMPS Center of Excellence, Italy; Consejo Nacional de Ciencia y Tecnologia (CONACYT), Mexico; Ministerie van Onderwijs, Cultuur en Wetenschap, Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWO), Stichting voor Fundamenteel Onderzoek der Materie (FOM), Netherlands; National Centre for Research and Development, Grant Nos.ERA-NET-ASPERA/01/11 and ERA-NET-ASPERA/02/11, National Science Centre, Grant Nos. 2013/08/M/ST9/00322, 2013/08/M/ST9/00728 and HARMONIA 5 - 2013/10/M/ST9/00062, Poland; Portuguese national funds and FEDER funds within COMPETE - Programa Operacional Factores de Competitividade through Fundacao para a Ciencia e a Tecnologia, Portugal; Romanian Authority for Scientific Research ANCS, CNDI-UEFISCDI partnership projects nr. 20/2012 and nr. 194/2012, project nr. 1/ASPERA2/2012 ERA-NET, PN-II-RU-PD-2011-3-0145-17, and PN-II-RU-PD-2011-3-0062, the Minister of National Education, Programme for research - Space Technology and Advanced Research - STAR, project number 83/2013, Romania; Slovenian Research Agency, Slovenia; Comunidad de Madrid, FEDER funds, Ministerio de Educacion y Ciencia, Xunta de Galicia, European Community 7th Framework Program, Grant No. FP7-PEOPLE-2012-IEF-328826, Spain; Science and Technology Facilities Council, United Kingdom; Department of Energy, Contract No. DE-AC02-07CH11359, DE-FR02-04ER41300, DE-FG02-99ER41107 and DE-SC0011689, National Science Foundation, Grant No. 0450696, The Grainger Foundation, USA; NAFOSTED, Vietnam; Marie Curie-IRSES/EPLANET, European Particle Physics Latin American Network, European Union 7th Framework Program, Grant No. PIRSES-2009-GA-246806; and UNESCO. NO Unión Europea. FP7 NO MSMT-CR, Czech Republic NO Czech Science Foundation, Czech Republic NO Centre de Calcul IN2P3/CNRS, France NO Centre National de la Recherche Scientifique (CNRS), France NO Conseil Regional Ile-de-France, France NO Departement Physique Nucleaire et Corpusculaire (PNC-IN2P3/CNRS), France NO Departement Sciences de l'Univers (SDU-INSU/CNRS), France NO Institut Lagrange de Paris, France NO ILP LABEX within the Investissements d'Avenir Programme, France NO Bundesministerium fur Bildung und Forschung (BMBF), Germany NO Deutsche Forschungsgemeinschaft (DFG), Germany NO Finanzministerium Baden-Wurttemberg, Germany NO Helmholtz-Gemeinschaft Deutscher Forschungszentren (HGF), Germany NO Ministerium fur Wissenschaft und Forschung Nordrhein Westfalen, Germany NO Ministerium fur Wissenschaft, Forschung und Kunst Baden-Wurttemberg, Germany. NO Istituto Nazionale di Fisica Nucleare (INFN), Italy NO Ministero dell'Istruzione, dell'Universita e della Ricerca (MIUR), Italy NO Gran Sasso Center for Astroparticle Physics (CFA), Italy NO CETEMPS Center of Excellence, Italy NO Ministerie van Onderwijs, Cultuur en Wetenschap, Netherlands NO Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWO), Netherlands NO Stichting voor Fundamenteel Onderzoek der Materie (FOM), Netherlands NO National Centre for Research and Development, Poland NO National Science Centre, Poland NO Portuguese national funds, Portugal NO FEDER funds within COMPETE - Programa Operacional Factores de Competitividade through Fundacao para a Ciencia e a Tecnologia, Portugal NO Romanian Authority for Scientific Research ANCS, Romania NO CNDI-UEFISCDI, Romania NO Minister of National Education, Programme for research - Space Technology and Advanced Research - STAR, Romania NO Slovenian Research Agency, Slovenia NO Comunidad de Madrid, Spain NO FEDER, Spain NO Ministerio de Educacion y Ciencia, Spain NO Xunta de Galicia, Spain NO Science and Technology Facilities Council, United Kingdom NO Marie Curie-IRSES/EPLANET NO European Particle Physics Latin American Network NO European Union 7th Framework Program NO UNESCO DS Docta Complutense RD 17 jul 2024