Measurement and Interpretation of UHECR Mass Composition at the Pierre Auger Observatory
The Pierre Auger Observatory has driven the field of ultra-high-energy cosmic ray (UHECR) physics, producing several groundbreaking observations over the last 20 years. One of the most striking findings has been the complex evolution of UHECR mass composition, as revealed by detailed analyses of observables such as the depth of shower maximum ($X_{\rm max}$) and the muon content of showers. As more data are collected and sophisticated analyses are undertaken, not only are new fine details emerging, but the general picture of UHECR mass composition is becoming increasingly robust. This contribution presents recent results on the mass composition of UHECRs derived from surface, fluorescence, and radio detectors. Together with other key findings from the Observatory, these results converge to present a coherent picture of UHECR mass composition, effectively ruling out proton dominance and challenging the interpretation of the observed flux features as purely proton-induced propagation effects. To finish the contribution, we compare the $X_{\rm max}$ data from the southern and northern equatorial bands of the exposure of the Pierre Auger Observatory fluorescence detector to evaluate the possibility of changes in composition as a function of declination.
Authors
- Belén Andrada
- Pedro J. Costa (ORCID: https://orcid.org/0000-0002-7476-7875)
- Zbigniew Szadkowski (ORCID: https://orcid.org/0000-0002-2690-9912)
- Bruno L. Lago (ORCID: https://orcid.org/0000-0001-9672-0499)
- Carla Taricco (ORCID: https://orcid.org/0000-0002-0129-5539)
- Giovanni Consolati (ORCID: https://orcid.org/0000-0003-3614-245X)
- Juan Manuel Gonzalez (ORCID: https://orcid.org/0000-0001-9193-0921)
- S. Petrera (ORCID: https://orcid.org/0000-0002-6029-1255)
- Varada Varma Kizakke Covilakam (ORCID: https://orcid.org/0000-0001-5278-3172)
- T. Pierog (ORCID: https://orcid.org/0000-0002-7472-8710)
- G. Sigl (ORCID: https://orcid.org/0000-0002-4396-645X)
- Mateo Fernandez
- T. Huege (ORCID: https://orcid.org/0000-0002-2783-4772)
- Marta Bianciotto (ORCID: https://orcid.org/0000-0002-9599-3214)
- Nicolas Leal
- Carmina Pérez Bertolli (ORCID: https://orcid.org/0000-0002-9790-5732)
- Carlo Salvattore Cruz Sanchez (ORCID: https://orcid.org/0009-0002-6173-0974)
- Frank Schröder (ORCID: https://orcid.org/0000-0001-8495-7210)
- A. Bueno (ORCID: https://orcid.org/0000-0002-7439-4247)
- Gustavo Medina‐Tanco (ORCID: https://orcid.org/0000-0002-3202-319X)
- A. C. Fauth (ORCID: https://orcid.org/0000-0001-7239-0288)
- Enrico Arnone (ORCID: https://orcid.org/0000-0001-6740-5051)
- Enrique Varela (ORCID: https://orcid.org/0000-0003-0715-7513)
- O. Schölten (ORCID: https://orcid.org/0000-0003-3649-1254)
- Olena Tkachenko (ORCID: https://orcid.org/0000-0001-6393-7851)
- Lorenzo Cazon (ORCID: https://orcid.org/0000-0001-6748-8395)
- Pierpaolo Savina (ORCID: https://orcid.org/0000-0001-7670-554X)
- Lukáš Vaclavek (ORCID: https://orcid.org/0000-0002-0910-3415)
- B. R. Dawson (ORCID: https://orcid.org/0000-0002-4271-3055)
- Matteo Conte (ORCID: https://orcid.org/0000-0002-9932-224X)
- A. Haungs (ORCID: https://orcid.org/0000-0002-9638-7574)
- Harm Schoorlemmer (ORCID: https://orcid.org/0000-0002-8999-9249)
- Dalibor Nosek (ORCID: https://orcid.org/0000-0001-6219-200X)
- G. Parente (ORCID: https://orcid.org/0000-0003-2847-0461)
- Paula Gina Isar (ORCID: https://orcid.org/0000-0002-1241-584X)
- Laura Valore (ORCID: https://orcid.org/0000-0003-2682-8378)
- Janning Meinert (ORCID: https://orcid.org/0000-0001-7582-3456)
- Emanuele De Vito (ORCID: https://orcid.org/0000-0003-2045-7588)
- Dušan Mandát (ORCID: https://orcid.org/0000-0001-7748-7468)
- M. Roth (ORCID: https://orcid.org/0000-0003-1281-4477)
- Adila Abdul Halim (ORCID: https://orcid.org/0000-0003-1218-1737)
- Gonzalo Rodriguez Fernandez (ORCID: https://orcid.org/0000-0002-4683-230X)
- Jiří Blažek (ORCID: https://orcid.org/0000-0002-5870-8947)
- Therese Paulsen
- Adriel Bartz Mocellin
- Berenika Čermáková
- S. J. de Jong (ORCID: https://orcid.org/0000-0002-3120-3367)
- V. Rizi (ORCID: https://orcid.org/0000-0002-5277-6527)
- Armando di Matteo (ORCID: https://orcid.org/0000-0002-8260-1867)
- Andres Travaini (ORCID: https://orcid.org/0000-0001-7875-2147)
- Alexey Yushkov (ORCID: https://orcid.org/0000-0001-5107-9116)
- K. Daumiller (ORCID: https://orcid.org/0000-0002-0527-4823)
- A. Insolia (ORCID: https://orcid.org/0000-0002-9040-1566)
- Lorenzo Caccianiga (ORCID: https://orcid.org/0000-0002-2245-5108)
- Darko Veberič (ORCID: https://orcid.org/0000-0003-2683-1526)
- María Isabel Micheletti (ORCID: https://orcid.org/0000-0002-1063-9938)
- A. Segreto (ORCID: https://orcid.org/0000-0001-7341-6603)
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- Felicia Barbato (ORCID: https://orcid.org/0000-0003-0751-6731)
- Jan Pękala
- Viviana Scherini (ORCID: https://orcid.org/0000-0003-3762-4063)
- Gabriela Nicora (ORCID: https://orcid.org/0000-0001-7504-6423)
- Thomas Fitoussi (ORCID: https://orcid.org/0000-0001-9473-9356)
- Katarína Simkova (ORCID: https://orcid.org/0000-0003-2363-9846)
- R. Caruso (ORCID: https://orcid.org/0000-0003-1622-8731)
- I. Allekotte (ORCID: https://orcid.org/0000-0002-9624-3044)
- F. Sarazin (ORCID: https://orcid.org/0000-0001-5614-1986)
- V. Verzi (ORCID: https://orcid.org/0000-0003-2291-9387)
- Luis A. Núñez
- Chaitanya Priyadarshi (ORCID: https://orcid.org/0000-0002-9160-9617)
- Fernando Gollan (ORCID: https://orcid.org/0000-0002-0495-2768)
- M. Cristinziani (ORCID: https://orcid.org/0000-0003-3893-9171)
- E. Zas (ORCID: https://orcid.org/0000-0002-4430-8117)
- Clara Keiko Oliveira Watanabe
- Roberta Colalillo (ORCID: https://orcid.org/0000-0002-4179-9352)
- L. Miramonti (ORCID: https://orcid.org/0000-0002-2808-5363)
- F. Simon (ORCID: https://orcid.org/0000-0002-5978-0289)
- F. Salamida (ORCID: https://orcid.org/0000-0002-9306-8447)
- P. Trávnı́ček (ORCID: https://orcid.org/0000-0002-1655-9584)
- Benjamin Flaggs (ORCID: https://orcid.org/0000-0002-5549-1869)
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- Maximilian Straub
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- Camilla Petrucci
- Steffen Hahn (ORCID: https://orcid.org/0000-0001-5040-3666)
- Federico Maria Mariani
- Fiona H. Ellwanger
- A. Castellina (ORCID: https://orcid.org/0000-0002-0045-2467)
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- Jaime Álvarez-Muñiz (ORCID: https://orcid.org/0000-0002-2367-0803)
- Jose F. Valdés Galicia
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- Denise Boncioli (ORCID: https://orcid.org/0000-0003-1186-9353)
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- Miguel A. Martins (ORCID: https://orcid.org/0000-0002-7294-6204)
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- Glennys R. Farrar (ORCID: https://orcid.org/0000-0003-2417-5975)
- M. Gómez Berisso (ORCID: https://orcid.org/0000-0001-5530-0180)
- M. Erdmann (ORCID: https://orcid.org/0000-0002-1653-1303)
- Jarosław Stasielak (ORCID: https://orcid.org/0000-0002-9284-7000)
- H. Falcke (ORCID: https://orcid.org/0000-0002-2526-6724)
- Shima Ujjani Shivashankara
- A. Letessier‐Selvon (ORCID: https://orcid.org/0000-0002-2044-3103)
- C. E. Covault (ORCID: https://orcid.org/0000-0001-5405-5371)
- Alex Tapia (ORCID: https://orcid.org/0000-0003-0585-7161)
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- Antonio Franco (ORCID: https://orcid.org/0000-0001-7707-4241)
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- Simone Rossoni
- S. Buitink (ORCID: https://orcid.org/0000-0002-6177-497X)
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- Lawrence Wiencke (ORCID: https://orcid.org/0000-0003-2878-9704)
- Rukije Uzeiroska
- Nicolás Martín González (ORCID: https://orcid.org/0000-0001-6566-2222)
- Toshihiro Fujii (ORCID: https://orcid.org/0000-0003-2401-504X)
- Nicolas San Martin
- Corinne Bérat (ORCID: https://orcid.org/0000-0001-8294-6294)
- Zuzana Svozilikova (ORCID: https://orcid.org/0000-0001-5210-0781)
- M. Pech (ORCID: https://orcid.org/0000-0002-8421-0456)
- Maximilian Stadelmaier (ORCID: https://orcid.org/0000-0002-7943-6012)
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- F. Montanet (ORCID: https://orcid.org/0000-0001-9787-596X)
- Mohit Saharan
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- Jan Ebr (ORCID: https://orcid.org/0000-0001-8807-6162)
- Anthony Bwembya (ORCID: https://orcid.org/0000-0002-6995-5978)
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- S. Andringa (ORCID: https://orcid.org/0000-0002-6397-9207)
- Jorge Caraça-Valente
- Felix Riehn (ORCID: https://orcid.org/0000-0001-8434-7500)
- Agustín Cobos Cerutti
- David Schmidt (ORCID: https://orcid.org/0000-0003-2005-4244)
- Krzysztof Pytel (ORCID: https://orcid.org/0000-0002-2937-7886)
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- R. Conceição (ORCID: https://orcid.org/0000-0003-4945-5340)
- C. Bonifazi (ORCID: https://orcid.org/0000-0002-3087-3609)
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- Jon Paul Lundquist (ORCID: https://orcid.org/0000-0002-4245-5092)
- Edyvânia Emily Pereira Martins (ORCID: https://orcid.org/0000-0002-1167-8314)
- Fridtjof Feldbusch
- Josina Schulte (ORCID: https://orcid.org/0000-0002-5822-2445)
- S. Vorobiov (ORCID: https://orcid.org/0000-0001-8679-3424)
- Alexander Novikov (ORCID: https://orcid.org/0000-0002-1086-7252)
- Emanuele Avocone (ORCID: https://orcid.org/0000-0003-3757-2718)
- Primo F. Gómez Vitale (ORCID: https://orcid.org/0000-0001-9689-2020)
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- H. Wilczyński (ORCID: https://orcid.org/0000-0003-2652-9685)
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- Patricia María Hansen
- Lorenzo Perrone (ORCID: https://orcid.org/0000-0002-8150-4336)
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- J. Matthews (ORCID: https://orcid.org/0000-0002-1832-4420)
- Fernando Catalani (ORCID: https://orcid.org/0000-0001-9332-1476)
- Adrian Sedoski (ORCID: https://orcid.org/0000-0002-4253-3361)
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- Eva Santos (ORCID: https://orcid.org/0000-0002-0474-8863)
- Joaquín de Jesús (ORCID: https://orcid.org/0000-0002-4741-1769)
- Milton Freitas
- Niklas Langner (ORCID: https://orcid.org/0000-0001-7443-3042)
- Carmelo Evoli (ORCID: https://orcid.org/0000-0002-6023-5253)
- Matías Rolf Hampel (ORCID: https://orcid.org/0000-0001-7622-4826)
- Jose A. Bellido (ORCID: https://orcid.org/0000-0002-0833-9194)
- Kathrin Bismark (ORCID: https://orcid.org/0000-0001-8637-7041)
- Adrián Rovero (ORCID: https://orcid.org/0000-0001-6979-5604)
- D. Góra (ORCID: https://orcid.org/0000-0002-4853-5974)
- J. Řídký (ORCID: https://orcid.org/0000-0001-6697-1393)
- B. Keilhauer (ORCID: https://orcid.org/0000-0003-4494-1155)
- G. Golup (ORCID: https://orcid.org/0000-0001-9471-8811)
- Stef Verpoest (ORCID: https://orcid.org/0000-0002-3031-3206)
- R. W. Clay (ORCID: https://orcid.org/0000-0002-9040-9648)
- Antonino Del Popolo (ORCID: https://orcid.org/0000-0002-9057-0239)
- Katharine Mulrey (ORCID: https://orcid.org/0000-0001-8026-8020)
- Diego Correia dos Santos (ORCID: https://orcid.org/0000-0001-8243-6710)
- Mario Buscemi (ORCID: https://orcid.org/0000-0003-2123-5434)
- Wilson M. Namasaka
- Vincent Pelgrims (ORCID: https://orcid.org/0000-0002-5053-3847)
- Olivier Deligny (ORCID: https://orcid.org/0000-0001-6863-6572)
- Chloé Gaudu (ORCID: https://orcid.org/0000-0002-2803-4873)
- Yago Lema-Capeans
- Carmen Merx
- Mohsen Pourmohammad Shahvar
- Lukas Gülzow (ORCID: https://orcid.org/0009-0001-0620-3525)
- Sergio Cabana-Freire
- Alessandro Cermenati
- Nikolas Denner
- Simon Strähnz
- Beatriz de Errico (ORCID: https://orcid.org/0009-0002-4212-0708)
- João Vítor Reginatto Akim (ORCID: https://orcid.org/0000-0001-8179-9747)
- Fedor Tairli
- Alex Reuzki
- Tim Fehler
- Eric William Mayotte (ORCID: https://orcid.org/0000-0003-2618-9166)
- J.R. Hörandel (ORCID: https://orcid.org/0000-0001-6604-547X)
- M. Unger (ORCID: https://orcid.org/0000-0002-7651-0272)
- J. Chudoba (ORCID: https://orcid.org/0000-0002-6425-2579)
- Charles Timmermans (ORCID: https://orcid.org/0000-0003-4017-2475)
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- A. De Roeck (ORCID: https://orcid.org/0000-0002-3234-6634)
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- Gioacchino Alex Anastasi (ORCID: https://orcid.org/0000-0003-0824-5283)
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- Teresa Bister (ORCID: https://orcid.org/0000-0003-4005-0857)
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- Khoa Nguyen (ORCID: https://orcid.org/0000-0001-5763-650X)
- Alan Watson (ORCID: https://orcid.org/0000-0002-3727-6786)
- K.‐H. Kampert (ORCID: https://orcid.org/0000-0002-2805-0195)
- Jose Sanabria Gomez (ORCID: https://orcid.org/0000-0002-4217-3212)
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- Igor Vaiman (ORCID: https://orcid.org/0000-0002-8255-3631)
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- Juan Carlos D'Olivo
- Juan Pallotta
- Alejandro Almela
- Andrej Filipčič
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- Humberto Ibarguen Salazar
- Rita Cassia dos Anjos
- Germano Guedes
- Analisa Mariazzi
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- Ezequiel Rodriguez
- Luca Deval
- Peter Mazur
- Marvin Gottowik
- Stanislav Michal
- Johannes Blümer
- Jelena Köhler
- Danilo Zavrtanik (ORCID: https://orcid.org/0000-0002-4596-1521)
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- Isabelle Lhenry-Yvon
- Qader Dorosti (ORCID: https://orcid.org/0000-0001-9711-0609)
- Paul Filip
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- Federico Andrés Sánchez
- Margita Kubátová
- Melanie Weitz (ORCID: https://orcid.org/0009-0001-9010-9610)
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- Martina Boháčová
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- Kévin Almeida Cheminant (ORCID: https://orcid.org/0000-0001-6352-5339)
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- H. Schieler (ORCID: https://orcid.org/0000-0002-2637-4778)
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- Daniele Martello
- Florian Lukas Briechle
- Samo Stanič (ORCID: https://orcid.org/0000-0003-3344-8381)
- Marcelo Augusto Leigui de Oliveira
- Ioana Codrina Maris
- Giorgio Matthiae
- Michael Prouza
- Marcos Cerda
- Michael Schimp
- Mário Pimenta
- Piera Luisa Ghia
- P. Gabriel Brichetto Orchera
- Gaetano Salina
- Ruben Squartini
- Manuel Platino
- Dave Nitz
- Brian Fick
- Silvia Mollerach
- Alan Fuster
- Petr Janeček (ORCID: https://orcid.org/0000-0003-3501-7163)
- Virginia Binet
- Jeffrey Brack
- Marina Scornavacche
- Alexander Menshikov
- C. Dobrigkeit
- Juan Carlos Arteaga Velázquez
- Indira D. Vergara Quispe
- Ricardo Sato
- Paul Sommers
- Cainã Oliveira
- Max Büsken
- Gualberto Avila
- A. Săftoiu (ORCID: https://orcid.org/0000-0002-7903-6510)
- L. Lopes (ORCID: https://orcid.org/0000-0001-8571-0033)
- Patrick Stassi (ORCID: https://orcid.org/0000-0001-5584-8410)
- Abha Khakurdikar (ORCID: https://orcid.org/0000-0002-4857-5255)
- Sonja Mayotte (ORCID: https://orcid.org/0000-0001-8957-8033)
- Rodrigo Pelayo
- Luis A. Anchordoqui (ORCID: https://orcid.org/0000-0003-1463-7136)
- Fabian Gobbi
- Jonathan Biteau
- Baobiao Yue
- Paolo Privitera
- Shayoni Panja
- Lorenzo Apollonio (ORCID: https://orcid.org/0009-0008-5625-5893)
- Srijan Sehgal
- Miroslav Hrabovský
- Joao dos Anjos
- Mario E. Bertaina
- Diego Melo
- Vlastimil Jílek (ORCID: https://orcid.org/0000-0001-5774-7285)
- Veronika Vašíčková
- Alexandra Fernandes (ORCID: https://orcid.org/0000-0002-9187-4007)
- Ugo GIACCARI
- J. Rautenberg
- Luiz Augusto Pereira
- Sara Martinelli
- Diego Ravignani
- Jaime de Oliveira
- Petr Schovanek
- Libor Nožka
- Jannis Pawlowsky
- Juan Manuel Figueira
- Federico Campuzano
- Frederik Krieger
- Sven Querchfeld
- Matthias Kleifges
- Luciana Andrade Dourado
- Tomáš Fodran (ORCID: https://orcid.org/0009-0000-9529-0853)
- Matias Jorge Tueros (ORCID: https://orcid.org/0000-0003-1570-1419)
- G. Cataldi (ORCID: https://orcid.org/0000-0001-8066-7718)
- Megha Mogarkar
- Jhansi Bhavani Vuta
- Eric-Teunis de Boone
- Mohamed Ismaiel
- Karolina Syrokvas
- Matteo Tambone
- Pim van Dillen
Publication Details
- Published
- 2025-09-24
- DOI
- https://doi.org/10.22323/1.501.0331
- Citations
- 1
- Primary Topic
- Superconducting Materials and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.67
Funders
- Strong
- Ministerul Cercetării, Inovării şi Digitalizării
- European Commission
- Deutsche Forschungsgemeinschaft
- Agence Nationale de la Recherche
- Fundação de Amparo à Pesquisa do Estado de São Paulo
- Ministerstvo Školství, Mládeže a Tělovýchovy
- Grantová Agentura České Republiky
- Bundesministerium für Bildung und Forschung
- Fonds De La Recherche Scientifique - FNRS
- Consejo Nacional de Investigaciones Científicas y Técnicas
- Fonds Wetenschappelijk Onderzoek
- Consejo Nacional de Ciencia y Tecnología
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek
- Conselho Nacional de Desenvolvimento Científico e Tecnológico
- Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro
- Centre National de la Recherche Scientifique
- Financiadora de Estudos e Projetos
- Istituto Nazionale di Astrofisica
- Universidad Nacional Autónoma de México
- Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii
- Ministério da Ciência, Tecnologia, Inovações e Comunicações
- Vlaamse regering
- Istituto Nazionale di Fisica Nucleare
- Ministerium für Kultur und Wissenschaft des Landes Nordrhein-Westfalen
- Helmholtz Alliance for Astroparticle Physics
- Ministero dell'Università e della Ricerca
- Fundação para a Ciência e a Tecnologia
- Agencia Nacional de Promoción Científica y Tecnológica
- Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México
- Institut National de Physique Nucléaire et de Physique des Particules