68 research outputs found
Local hydrological conditions influence tree diversity and composition across the Amazon basin
- Author
- Ahuite Reategui Manuel Augusto
- Alonso Alfonso
- Amaral Iêda Leão
- Andrade Ana
- Araujo‐Murakami Alejandro
- Arroyo Luzmila
- Aymard Corredor Gerardo A.
- Baider Claudia
- Baker Tim R.
- Balslev Henrik
- Barbosa Edelcilio Marques
- Barbosa Flávia Rodrigues
- Barlow Jos
- Berenguer Erika
- Bonates Luiz Carlos de Matos
- Brienen Roel
- Camargo José Luís
- Cano Angela
- Cardenas Revilla Juan David
- Carim Marcelo de Jesus Veiga
- Carlos Montero Juan
- Carpanedo Rainiellen de Sá
- Carvalho Fernanda Antunes
- Castaño Arboleda Nicolás
- Castilho Carolina V.
- Cerón Carlos
- Coelho de Souza Fernanda
- Coelho Luiz de Souza
- Comiskey James A.
- Costa Flávia R.C.
- Costa Janaina Barbosa Pedrosa
- Cárdenas López Dairon
- Dallmeier Francisco
- Dantas do Amaral Dário
- de Almeida Matos Francisca Dionízia
- de Medeiros Marcelo Brilhante
- de Toledo José Julio
- Di Fiore Anthony
- Dávila Nállarett
- Farfan‐Rios William
- Farias Emanuelle de Sousa
- Feldpausch Ted R.
- Ferreira Joice
- Ferreira Leandro Valle
- Fuentes Alfredo
- Garcia‐Cabrera Karina
- García‐Villacorta Roosevelt
- Gonzales Therany
- Gribel Rogerio
- Guedes Marcelino Carneiro
- Guevara Juan Ernesto
- Guimarães José Renan da Silva
- Honorio Coronado Euridice
- Huamantupa‐Chuquimaco Isau
- Killeen Timothy J.
- Klitgaard Bente
- Laurance Susan G.W.
- Laurance William F.
- Licona Juan Carlos
- Lima Filho Diogenes de Andrada
- Lloyd Jon
- Magnusson William E.
- Manzatto Angelo Gilberto
- Marca‐Zevallos Manuel J.
- Marimon Beatriz S.
- Marimon‐Junior Ben Hur
- Mesones Italo
- Milliken William
- Miranda Ires Paula de Andrade
- Mogollón Hugo F.
- Monteagudo Mendoza Abel
- Mostacedo Bonifacio
- Moulatlet Gabriel M.
- Neill David
- Noronha Janaína Costa
- Núñez Vargas Percy
- Oliveira Alexandre A.
- Palacios Cuenca Walter
- Pansini Susamar
- Pansonato Marcelo Petratti
- Pauletto Daniela
- Peres Carlos
- Phillips Juan Fernando
- Phillips Oliver L.
- Pitman Nigel C.A.
- Prieto Adriana
- Ramos José Ferreira
- Reis Neidiane Farias Costa
- Rincón Lorena M.
- Rivas‐Torres Gonzalo Francisco
- Rodrigues Domingos de Jesus
- Rudas Agustín
- Ríos Paredes Marcos
- Salomão Rafael P.
- Sampaio Adeilza Felipe
- Schietti Juliana
- Sierra Rodrigo
- Silman Miles R.
- Simon Marcelo Fragomeni
- Sousa Thaiane R.
- Stevenson Pablo R.
- Stropp Juliana
- Tello J. Sebastián
- Ter Steege Hans
- Terborgh John
- Tirado Milton
- Umaña Maria Natalia
- Valderrama Sandoval Elvis H.
- Valenzuela Gamarra Luis
- Valverde Fernando Cornejo
- Vela César I.A.
- Villarroel Daniel
- von Hildebrand Patricio
- Vos Vincent Antoine
- Vriesendorp Corine
- Vásquez Rodolfo
- Wang Ophelia
- Young Kenneth R.
- Publication venue
- 'Wiley'
- Publication date
- 01/01/2022
- Field of study
Tree diversity and composition in Amazonia are known to be strongly determined by the water supplied by precipitation. Nevertheless, within the same climatic regime, water availability is modulated by local topography and soil characteristics (hereafter referred to as local hydrological conditions), varying from saturated and poorly drained to well-drained and potentially dry areas. While these conditions may be expected to influence species distribution, the impacts of local hydrological conditions on tree diversity and composition remain poorly understood at the whole Amazon basin scale. Using a dataset of 443 1-ha non-flooded forest plots distributed across the basin, we investigate how local hydrological conditions influence 1) tree alpha diversity, 2) the community-weighted wood density mean (CWM-wd) – a proxy for hydraulic resistance and 3) tree species composition. We find that the effect of local hydrological conditions on tree diversity depends on climate, being more evident in wetter forests, where diversity increases towards locations with well-drained soils. CWM-wd increased towards better drained soils in Southern and Western Amazonia. Tree species composition changed along local soil hydrological gradients in Central-Eastern, Western and Southern Amazonia, and those changes were correlated with changes in the mean wood density of plots. Our results suggest that local hydrological gradients filter species, influencing the diversity and composition of Amazonian forests. Overall, this study shows that the effect of local hydrological conditions is pervasive, extending over wide Amazonian regions, and reinforces the importance of accounting for local topography and hydrology to better understand the likely response and resilience of forests to increased frequency of extreme climate events and rising temperatures
Study on multi-ELVES in the Pierre Auger Observatory
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez Ramírez Adriana
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 04/10/2021
- Field of study
Since 2013, the four sites of the Fluorescence Detector (FD) of the Pierre Auger Observatory record ELVES with a dedicated trigger. These UV light emissions are correlated to distant lightning strikes. The length of recorded traces has been increased from 100 μs (2013), to 300 μs (2014-16), to 900 μs (2017-present), to progressively extend the observation of the light emission towards the vertical of the causative lightning and beyond. A large fraction of the observed events shows double ELVES within the time window, and, in some cases, even more complex structures are observed. The nature of the multi-ELVES is not completely understood but may be related to the different types of lightning in which they are originated. For example, it is known that Narrow Bipolar Events can produce double ELVES, and Energetic In-cloud Pulses, occurring between the main negative and upper positive charge layer of clouds, can induce double and even quadruple ELVES in the ionosphere. This report shows the seasonal and daily dependence of the time gap, amplitude ratio, and correlation between the pulse widths of the peaks in a sample of 1000+ multi-ELVES events recorded during the period 2014-20. The events have been compared with data from other satellite and ground-based sensing devices to study the correlation of their properties with lightning observables such as altitude and polarity
A search for ultra-high-energy photons at the Pierre Auger Observatory exploiting air-shower universality
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 04/10/2021
- Field of study
The Pierre Auger Observatory is the most sensitive detector to primary photons with energies above ∼0.2 EeV. It measures extensive air showers using a hybrid technique that combines a fluorescence detector (FD) with a ground array of particle detectors (SD). The signatures of a photon-induced air shower are a larger atmospheric depth at the shower maximum (Xmax) and a steeper lateral distribution function, along with a lower number of muons with respect to the bulk of hadron-induced background. Using observables measured by the FD and SD, three photon searches in different energy bands are performed. In particular, between threshold energies of 1-10 EeV, a new analysis technique has been developed by combining the FD-based measurement of Xmax with the SD signal through a parameter related to its muon content, derived from the universality of the air showers. This technique has led to a better photon/hadron separation and, consequently, to a higher search sensitivity, resulting in a tighter upper limit than before. The outcome of this new analysis is presented here, along with previous results in the energy ranges below 1 EeV and above 10 EeV. From the data collected by the Pierre Auger Observatory in about 15 years of operation, the most stringent constraints on the fraction of photons in the cosmic flux are set over almost three decades in energy
Outreach activities at the Pierre Auger Observatory
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero Mora Karen Salomé
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 05/10/2021
- Field of study
The ultra-high-energy cosmic-ray sky above 32 EeV viewed from the Pierre Auger Observatory
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 04/10/2021
- Field of study
Large-scale and multipolar anisotropies of cosmic rays detected at the Pierre Auger Observatory with energies above 4 EeV
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio de
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 04/10/2021
- Field of study
Expected performance of the AugerPrime Radio Detector
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 04/10/2021
- Field of study
Search for upward-going showers with the Fluorescence Detector of the Pierre Auger Observatory
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 05/10/2021
- Field of study
The depth of the shower maximum of air showers measured with AERA
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 05/10/2021
- Field of study
Extraction of the Muon Signals Recorded with the Surface Detector of the Pierre Auger Observatory Using Recurrent Neural Networks
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Terasa
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- Giaccarl Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- Lopes Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saffi Steven J.
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Oliveira Clara Keiko
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 01/01/2021
- Field of study
We present a method based on the use of Recurrent Neural Networks to extract the muon component from the time traces registered with water-Cherenkov detector (WCD) stations of the Surface Detector of the Pierre Auger Observatory. The design of the WCDs does not allow to separate the contribution of muons to the time traces obtained from the WCDs from those of photons, electrons and positrons for all events. Separating the muon and electromagnetic components is crucial for the determination of the nature of the primary cosmic rays and properties of the hadronic interactions at ultra-high energies.
We trained a neural network to extract the muon and the electromagnetic components from the WCD traces using a large set of simulated air showers, with around 450 000 simulated events. For training and evaluating the performance of the neural network, simulated events with energies between 1018.5, eV and 1020 eV and zenith angles below 60 degrees were used. We also study the performance of this method on experimental data of the Pierre Auger Observatory and show that our predicted muon lateral distributions agree with the parameterizations obtained by the AGASA collaboration
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