Deep-learning based reconstruction of the shower maximum Xmax using the water-Cherenkov detectors of the Pierre Auger Observatory

The successful installation, commissioning, and operation of the Pierre Auger Observatory would not have been possible without the strong commitment and effort from the technical and administrative staff in Malargue. We are very grateful to the following agencies and organizations for financial support. Argentina - Comision Nacional de Energia Atomica; Agencia Nacional de Promocion Cientifica y Tecnologica (ANPCyT); Consejo Nacional de Investigaciones Cientificas y Tecnicas (CONICET); Gobierno de la Provincia de Mendoza; Municipalidad de Malargue; NDM Holdings and Valle Las Lenas; in gratitude for their continuing cooperation over land access; Australia -the Australian Research Council; Brazil - Conselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPq); Financiadora de Estudos e Projetos (FINEP); Fundacao de Amparo a Pesquisa do Estado de Rio de Janeiro (FAPERJ); Sao Paulo Research Foundation (FAPESP) Grants No. 2019/10151-2, No. 2010/07359-6 and No. 1999/05404-3; Ministerio da Ciencia, Tecnologia, Inovacoes e Comunicacoes (MCTIC); Czech Republic Grant No. MSMT CR LTT18004, LM2015038, LM2018102, CZ.02.1.01/0.0/0.0/16_013/0001402, CZ.02.1.01/0.0/0.0/18_046/0016010 and CZ.02.1.01/0.0/0.0/17_049/0008422; France -Centre de Calcul IN2P3/CNRS; Centre National de la Recherche Scientifique (CNRS); Conseil Regional Ile-de-France; Departement Physique Nucleaire et Corpusculaire (PNC-IN2P3/CNRS); Departement Sciences de l'Univers (SDU-INSU/CNRS); Institut Lagrange de Paris (ILP) Grant No. LABEX ANR-10-LABX-63 within the Investissements d'Avenir Programme Grant No. ANR-11-IDEX-0004-02; Germany-Bundesministerium fur Bildung und Forschung (BMBF); Deutsche Forschungsgemeinschaft (DFG); Finanzministerium Baden-Wurttemberg; Helmholtz Alliance for Astroparticle Physics (HAP); Helmholtz-Gemeinschaft Deutscher Forschungszentren (HGF); Ministerium fur Innovation, Wissenschaft und Forschung des Landes Nordrhein-Westfalen; Ministerium fur Wissenschaft, Forschung und Kunst des Landes Baden-Wurttemberg; Italy - Istituto Nazionale di Fisica Nucleare (INFN); Istituto Nazionale di Astrofisica (INAF); Ministero dell'Istruzione, dell'Universita e della Ricerca (MIUR); CETEMPS Center of Excellence; Ministero degli Affari Esteri (MAE); Mexico-Consejo Nacional de Ciencia y Tecnologia (CONACYT) No. 167733; Universidad Nacional Autonoma de Mexico (UNAM); PAPIIT DGAPA-UNAM; The Netherlands - Ministry of Education, Culture and Science; Netherlands Organisation for Scientific Research (NWO); Dutch national e-infrastructure with the support of SURF Cooperative; Poland - Ministry of Science and Higher Education, grant No. DIR/WK/2018/11; National Science Centre, Grants No. 2013/08/M/ST9/00322, No. 2016/23/B/ST9/01635 and No. HARMONIA 5-2013/10/M/ST9/00062, UMO-2016/22/M/ST9/00198; Portugal - Portuguese national funds and FEDER funds within Programa Operacional Factores de Competitividade through Fundacao para a Ciencia e a Tecnologia (COMPETE); Romania-Romanian Ministry of Education and Research, the Program Nucleu within MCI (PN19150201/16N/2019 and PN-19060102) and project PNIII-P1-1.2-PCCDI-2017-0839/19PCCDI/2018 within PNCDI III; Slovenia - Slovenian Research Agency, grants P1-0031, P1-0385, I0-0033, N1-0111; Spain - Ministerio de Economia, Industria y Competitividad (FPA2017-85114-P and PID2019-104676GB-C32, Xunta de Galicia (ED431C 2017/07), Junta de Andalucia (SOMM17/6104/UGR, P18-FR-4314) Feder Funds, RENATA Red Nacional Tematica de Astroparticulas (FPA2015-68783-REDT) and Maria de Maeztu Unit of Excellence (MDM-2016-0692); USA -Department of Energy, Contracts No. DE-AC02-07CH11359, No. DE-FR02-04ER41300, No. DE-FG02-99ER41107 and No. DE-SC0011689; National Science Foundation, Grant No. 0450696; The Grainger Foundation; Marie Curie-IRSES/EPLANET; European Particle Physics Latin American Network; and UNESCO.The atmospheric depth of the air shower maximum X-max is an observable commonly used for the determination of the nuclear mass composition of ultra-high energy cosmic rays. Direct measurements of X-max are performed using observations of the longitudinal shower development with fluorescence telescopes. At the same time, several methods have been proposed for an indirect estimation of X-max from the characteristics of the shower particles registered with surface detector arrays. In this paper, we present a deep neural network (DNN) for the estimation of X-max The reconstruction relies on the signals induced by shower particles in the ground based water-Cherenkov detectors of the Pierre Auger Observatory. The network architecture features recurrent long short-term memory layers to process the temporal structure of signals and hexagonal convolutions to exploit the symmetry of the surface detector array. We evaluate the performance of the network using air showers simulated with three different hadronic interaction models. Thereafter, we account for long-term detector effects and calibrate the reconstructed X-max using fluorescence measurements. Finally, we show that the event-by-event resolution in the reconstruction of the shower maximum improves with increasing shower energy and reaches less than 25 g/cm(2) at energies above 2x10(19) eV.United States Department of Energy (DOE) DE-AC02-07CH11359 - DE-FR02-04ER41300 - DE- FG02-99ER41107 - DE-SC0011689Argentina - Comision Nacional de Energia AtomicaArgentina - Agencia Nacional de Promocion Cientifica y Tecnologica (ANPCyT)Argentina - Consejo Nacional de Investigaciones Cientificas y Tecnicas (CONICET)Argentina - Gobierno de la Provincia de MendozaArgentina - Municipalidad de MalargueAustralian Research CouncilConselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPQ) Fundacao de Apoio a Pesquisa do Distrito Federal (FAPDF)Brazil - Financiadora de Estudos e Projetos (FINEP)Fundacao Carlos Chagas Filho de Amparo a Pesquisa do Estado do Rio De Janeiro (FAPERJ)Fundacao de Amparo a Pesquisa do Estado de Sao Paulo (FAPESP) 2019/10151-2-2010/07359-6-1999/05404-3Brazil - Ministerio da Ciencia, Tecnologia, Inovacoes e Comunicacoes (MCTIC)Czech Republic Grant MSMT CR LTT18004 - LM2015038 - LM2018102 - CZ.02.1.01/0.0/0.0/16_013/0001402 - CZ.02.1.01/0.0/0.0/18_046/0016010 - CZ.02.1.01/0.0/0.0/17_049/0008422France - Centre de Calcul IN2P3/CNRSCentre National de la Recherche Scientifique (CNRS)France - Conseil Regional Ile-de-FranceFrance - Departement Physique Nucleaire et Corpusculaire (PNC-IN2P3/CNRS)France - Departement Sciences de l'Univers (SDU-INSU/CNRS)French National Research Agency (ANR) LABEX ANR-10-LABX-63 - ANR-11-IDEX-0004-02Federal Ministry of Education & Research (BMBF)German Research Foundation (DFG)Germany-Finanzministerium Baden-WurttembergGermany-Helmholtz Alliance for Astroparticle Physics (HAP)Germany-Helmholtz-Gemeinschaft Deutscher Forschungszentren (HGF)Germany-Ministerium fur Innovation, Wissenschaft und Forschung des Landes Nordrhein-WestfalenGermany-Ministerium fur Wissenschaft, Forschung und Kunst des Landes Baden-WurttembergItaly - Istituto Nazionale di Fisica Nucleare (INFN)Italy - Istituto Nazionale di Astrofisica (INAF)Italy - Ministero dell'Istruzione, dell'Universita e della Ricerca (MIUR)Italy - CETEMPS Center of ExcellenceItaly - Ministero degli Affari Esteri (MAE)Consejo Nacional de Ciencia y Tecnologia (CONACyT) 167733Mexico-Universidad Nacional Autonoma de Mexico (UNAM)Mexico-PAPIIT DGAPA-UNAMThe Netherlands - Ministry of Education, Culture and ScienceNetherlands Organization for Scientific Research (NWO)The Netherlands - SURF CooperativePoland - Ministry of Science and Higher Education DIR/WK/2018/11Poland - National Science Centre 2013/08/M/ST9/00322 - 2016/23/B/ST9/01635 -HARMONIA 5-2013/10/M/ST9/00062 - UMO-2016/22/M/ST9/00198Portugal - Portuguese national fundsPortugal - FEDER funds within Programa Operacional Factores de Competitividade through Fundacao para a Ciencia e a Tecnologia (COMPETE)Romania-Romanian Ministry of Education and ResearchRomania-Program Nucleu within MCI PN19150201/16N/2019 - PN-19060102Romania-PNCDI III PNIII-P1-1.2-PCCDI-2017-0839/19PCCDI/2018Slovenian Research Agency - Slovenia P1-0031 - P1-0385 - I0-0033 - N1-0111Spain - Ministerio de Economia, Industria y Competitividad FPA2017-85114-P - PID2019-104676GB-C32Spain - Xunta de Galicia ED431C 2017/07Junta de Andalucia SOMM17/6104/UGR - P18-FR-4314Spain - RENATA Red Nacional Tematica de Astroparticulas FPA2015-68783-REDTSpain - Maria de Maeztu Unit of Excellence MDM-2016-0692National Science Foundation (NSF) 0450696USA - Grainger FoundationUSA - Marie Curie-IRSES/EPLANETUSA - European Particle Physics Latin American NetworkUSA - UNESCOArgentina - NDM Holdings and Valle Las LenasThe Netherlands - Dutch national e-infrastructureSpain - Feder Fund

Maximizing the statistical diversity of an ensemble of bred vectors by using the geometric norm

It is shown that the choice of the norm has a great impact on the construction of ensembles of bred vectors. The geometric norm maximizes (in comparison with other norms such as the Euclidean one) the statistical diversity of the ensemble while at the same time it enhances the growth rate of the bred vector and its projection on the linearly most unstable direction (i.e., the Lyapunov vector). The geometric norm is also optimal in providing the least fluctuating ensemble dimension among all the spectrum of norms studied. The results are exemplified with numerical integrations of a toy model of the atmosphere (the Lorenz-96 model), but these findings are expected to be generic for spatially extended chaotic systems.D.P. acknowledges support by CSIC under the Junta de Ampliación de Estudios Programme (JAE-Doc). Financial support from the Ministerio de Ciencia e Innovacioón (Spain) under Projects FIS2009-12964-C05-05 and CGL2010-21869 is acknowledged

Design and implementation of the AMIGA embedded system for data acquisition

The successful installation, commissioning, and operation of the Pierre Auger Observatory would not have been possible without the strong commitment and effort from the technical and admin-istrative staff in Malargtie. We are very grateful to the following agencies and organizations for financial support: Comision Nacional de Energla Atomica, Agencia Nacional de Promocion Cientffica y Tec-nologica (ANPCyT) , Consejo Nacional de Investigaciones Cientfficas y Tecnicas (CONICET) , Gobierno de la Provincia de Mendoza, Municipalidad de Malargtie, NDM Holdings and Valle Las Leilas, in gratitude for their continuing cooperation over land access, Argentina; the Australian Research Council; Conselho Nacional de Desenvolvimento Cientffico e Tecnologico (CNPq) , Fi-nanciadora de Estudos e Projetos (FINEP) , FundagAo de Amparo a Pesquisa do Estado de Rio de Janeiro (FAPERJ) , SAo Paulo Research Foundation (FAPESP) Grants No. 2010/07359-6 and No. 1999/05404-3, Ministerio de Ciencia e Tecnologia (MCT) , Brazil; Grant No.MSMT CR LG15014, LO1305 and LM2015038 and the Czech Science Foundation Grant No. 14-17501S, Czech Republic; Centre de Calcul IN2P3/CNRS, Centre National de la Recherche Scientifique (CNRS) , Conseil Regional Ile-de-France, Departement Physique Nucleaire et Corpusculaire (PNC-IN2P3/CNRS) , Departement Sciences de l'Univers (SDU-INSU/CNRS) , Institut Lagrange de Paris (ILP) Grant No. LABEX ANR-10-LABX-63, within the Investissements d'Avenir Programme Grant No. ANR-11-IDEX-0004-02, France; Bundesministerium fur Bildung und Forschung (BMBF) , Deutsche Forschungsgemeinschaft (DFG) , Finanzministerium Baden-Wurttemberg, Helmholtz Al-liance for Astroparticle Physics (HAP) , Helmholtz-Gemeinschaft Deutscher Forschungszentren (HGF) , Ministerium fur Wissenschaft und Forschung, Nordrhein Westfalen, Ministerium fur Wis-senschaft, Forschung und Kunst, Baden-Wurttemberg, Germany; Istituto Nazionale di Fisica Nu-cleare (INFN) ,Istituto Nazionale di Astrofisica (INAF) , Ministero dell'Istruzione, dell'Universita e della Ricerca (MIUR) , Gran Sasso Center for Astroparticle Physics (CFA) , CETEMPS Cen-ter of Excellence, Ministero degli Affari Esteri (MAE) , Italy; Consejo Nacional de Ciencia y Tecnologia (CONACYT) No. 167733, Mexico; Universidad Nacional Autonoma de Mexico (UNAM) , PAPIIT DGAPA-UNAM, Mexico; Ministerie van Onderwijs, Cultuur en Wetenschap, Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWO) , Stichting voor Fundamenteel Onderzoek der Materie (FOM) , Netherlands; National Centre for Research and Development, Grants No. ERA-NET-ASPERA/01/11 and No. ERA-NET-ASPERA/02/11, National Science Cen-tre, Grants No. 2013/08/M/ST9/00322, No. 2013/08/M/ST9/00728 and No. HARMONIA 5 - 2013/10/M/ST9/00062, Poland; Portuguese national funds and FEDER funds within Programa Operacional Factores de Competitividade through Fundagdo para a Ciencia e a Tecnologia (COM-PETE) , Portugal; Romanian Authority for Scientific Research ANCS, CNDI-UEFISCDI partner-ship projects Grants No. 20/2012 and No.194/2012 and PN 16 42 01 02; Slovenian Research Agency, Slovenia; Comunidad de Madrid, Fondo Europeo de Desarrollo Regional (FEDER) funds, Ministerio de Economia y Competitividad, Xunta de Galicia, European Community 7th Frame-work Program, Grant No. FP7-PEOPLE-2012-IEF-328826, Spain; Science and Technology Fa-cilities Council, United Kingdom; Department of Energy, Contracts No. DE-AC02-07CH11359, No. DE-FR02-04ER41300, No. DE-FG02-99ER41107 and No. DE-SC0011689, National Science Foundation, Grant No. 0450696, The Grainger Foundation, U.S.A. ; NAFOSTED, Vietnam; Marie Curie-IRSES/EPLANET, European Particle Physics Latin American Network, European Union 7th Framework Program, Grant No. PIRSES-2009-GA-246806; and UNESCO.The Auger Muon Infill Ground Array (AMIGA) is part of the AugerPrime upgrade of the Pierre Auger Observatory. It consists of particle counters buried 2.3m underground next to the water-Cherenkov stations that form the 23.5 km2 large infilled array. The reduced distance between detectors in this denser area allows the lowering of the energy threshold for primary cosmic ray reconstruction down to about 1017 eV. At the depth of 2.3m the electromagnetic component of cosmic ray showers is almost entirely absorbed so that the buried scintillators provide an independent and direct measurement of the air showers muon content. This work describes the design and implementation of the AMIGA embedded system, which provides centralized control, data acquisition and environment monitoring to its detectors. The presented system was firstly tested in the engineering array phase ended in 2017, and lately selected as the final design to be installed in all new detectors of the production phase. The system was proven to be robust and reliable and has worked in a stable manner since its first deployment.Comision Nacional de Energla AtomicaANPCyTConsejo Nacional de Investigaciones Cientificas y Tecnicas (CONICET)Gobierno de la Provincia de MendozaMunicipalidad de MalargtieNDM HoldingsAustralian Research CouncilConselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPQ)Financiadora de Inovacao e Pesquisa (Finep)Fundacao de Amparo a Pesquisa do Estado de Sao Paulo (FAPESP) 2010/07359-6 1999/05404-3Ministerio de Ciencia e Tecnologia (MCT) , BrazilGrant Agency of the Czech Republic Czech Republic Government 14-17501SCentre de Calcul IN2P3/CNRSCentre National de la Recherche Scientifique (CNRS) Region Ile-de-France Departement Physique Nucleaire et Corpusculaire PNC-IN2P3/CNRS Departement Sciences de l'Univers (SDU-INSU/CNRS) French National Research Agency (ANR) LABEX ANR-10-LABX-63 ANR-11-IDEX-0004-02Federal Ministry of Education & Research (BMBF)German Research Foundation (DFG) Finanzministerium Baden-Wurttemberg, Helmholtz Al-liance for Astroparticle Physics (HAP) Helmholtz Association Ministerium fur Wissenschaft und Forschung, Nordrhein Westfalen Ministerium fur Wis-senschaft, Forschung und Kunst, Baden-Wurttemberg, GermanyIstituto Nazionale di Fisica Nucleare (INFN) Istituto Nazionale Astrofisica (INAF)Ministry of Education, Universities and Research (MIUR)Gran Sasso Center for Astroparticle Physics (CFA)CETEMPS Cen-ter of ExcellenceMinistry of Foreign Affairs and International Cooperation (Italy)Consejo Nacional de Ciencia y Tecnologia (CONACyT) 167733Mexico; Universidad Nacional Autonoma de Mexico (UNAM)Programa de Apoyo a Proyectos de Investigacion e Innovacion Tecnologica (PAPIIT)Universidad Nacional Autonoma de MexicoMinisterie van Onderwijs, Cultuur en Wetenschap Netherlands Organization for Scientific Research (NWO) FOM (The Netherlands) Netherlands GovernmentNational Centre for Research & Development, Poland ERA-NET-ASPERA/01/11 ERA-NET-ASPERA/02/11National Science Centre, Poland 2013/08/M/ST9/00322 2013/08/M/ST9/00728 HARMONIA 5 - 2013/10/M/ST9/00062Portuguese national fundsFEDER funds within Programa Operacional Factores de Competitividade through Fundagdo para a Ciencia e a Tecnologia (COM-PETE) , PortugalRomanian Authority for Scientific Research ANCSConsiliul National al Cercetarii Stiintifice (CNCS) Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii (UEFISCDI) 20/2012 194/2012 PN 16 42 01 02Slovenian Research Agency - SloveniaComunidad de MadridFondo Europeo de Desarrollo Regional (FEDER) funds, Ministerio de Economia y Competitividad,Xunta de Galicia ,European Community 7th Frame-work Program FP7-PEOPLE-2012-IEF-328826UK Research & Innovation (UKRI)Science & Technology Facilities Council (STFC)United States Department of Energy (DOE) DE-FG02-99ER41107 DE-SC0011689National Science Foundation (NSF) 0450696Grainger Foundation, U.S.ANational Foundation for Science & Technology Development (NAFOSTED)Marie Curie-IRSES/EPLANETEuropean Particle Physics Latin American Network European Commission PIRSES-2009-GA-246806UNESCOMSMT CR LG15014 LO1305 LM201503

Design, upgrade and characterization of the silicon photomultiplier front-end for the AMIGA detector at the Pierre Auger Observatory

The successful installation, commissioning, and operation of the Pierre Auger Observatory would not have been possible without the strong commitment and effort from the technical and administrative staff in Malargue. We are very grateful to the following agencies and organizations for financial support: Argentina -Comision Nacional de Energia Atomica; Agencia Nacional de Promocion Cientifica y Tecnologica (ANPCyT); Consejo Nacional de Investigaciones Cientificas y Tecnicas (CONICET); Gobierno de la Provincia de Mendoza; Municipalidad de Malargue; NDM Holdings and Valle Las Lenas; in gratitude for their continuing cooperation over land access; Australia -the Australian Research Council; Brazil -Conselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPq); Financiadora de Estudos e Projetos (FINEP); Fundacao de Amparo a Pesquisa do Estado de Rio de Janeiro (FAPERJ); Sao Paulo Research Foundation (FAPESP) Grants No. 2019/10151-2, No. 2010/07359-6 and No. 1999/05404-3; Ministerio da Ciencia, Tecnologia, Inovacoes e Comunicacoes (MCTIC); Czech Republic Grant No. MSMT CR LTT18004, LM2015038, LM2018102, CZ.02.1.01/0.0/0.0/16_013/0001402, CZ.02.1.01/0.0/0.0/18_046/0016010 and CZ.02.1.01/0.0/0.0/17_049/0008422; France -Centre de Calcul IN2P3/CNRS; Centre National de la Recherche Scientifique (CNRS); Conseil Regional Ile-de-France; Departement Physique Nucleaire et Corpusculaire (PNC-IN2P3/CNRS); Departement Sciences de l'Univers (SDU-INSU/CNRS); Institut Lagrange de Paris (ILP) Grant No. LABEX ANR-10-LABX-63 within the Investissements d'Avenir Programme Grant No. ANR-11-IDEX-0004-02; Germany-Bundesministerium fur Bildung und Forschung (BMBF); Deutsche Forschungsgemeinschaft (DFG); Finanzministerium Baden-Wurttemberg; Helmholtz Alliance for Astroparticle Physics (HAP); Helmholtz-Gemeinschaft Deutscher Forschungszentren (HGF); Ministerium fur Innovation, Wissenschaft und Forschung des Landes Nordrhein-Westfalen; Ministerium fur Wissenschaft, Forschung und Kunst des Landes Baden-Wurttemberg; Italy-Istituto Nazionale di Fisica Nucleare (INFN); Istituto Nazionale di Astrofisica (INAF); Ministero dell'Istruzione, dell'Universita e della Ricerca (MIUR); CETEMPS Center of Excellence; Ministero degli Affari Esteri (MAE); Mexico-Consejo Nacional de Ciencia y Tecnologia (CONACYT) No. 167733; Universidad Nacional Autonoma de Mexico (UNAM); PAPIIT DGAPA-UNAM; The Netherlands -Ministry of Education, Culture and Science; Netherlands Organisation for Scientific Research (NWO); Dutch national e-infrastructure with the support of SURF Cooperative; Poland-Ministry of Science and Higher Education, grant No. DIR/WK/2018/11; National Science Centre, Grants No. 2013/08/M/ST9/00322, No. 2016/23/B/ST9/01635 and No. HARMONIA 5-2013/10/M/ST9/00062, UMO-2016/22/M/ST9/00198; Portugal -Portuguese national funds and FEDER funds within Programa Operacional Factores de Competitividade through Fundacao para a Ciencia e a Tecnologia (COMPETE); Romania-Romanian Ministry of Education and Research, the Program Nucleu within MCI(PN19150201/16N/2019 and PN19060102) and project PN-III-P1-1.2-PCCDI-2017-0839/19PCCDI/2018 within PNCDI III; Slovenia -Slovenian Research Agency, grants P1-0031, P1-0385, I0-0033, N1-0111; Spain-Ministerio de Economia, Industria y Competitividad (FPA2017-85114-P and FPA2017-85197-P), Xunta de Galicia (ED431C 2017/07), Junta de Andalucia (SOMM17/6104/UGR), Feder Funds, RENATA Red Nacional Tematica de Astroparticulas (FPA2015-68783-REDT) and Maria de Maeztu Unit of Excellence (MDM-2016-0692); U.S.A. -Department of Energy, Contracts No. DE-AC02-07CH11359, No. DE-FR02-04ER41300, No. DE-FG02-99ER41107 and No. DE-SC0011689; National Science Foundation, Grant No. 0450696; The Grainger Foundation; Marie Curie-IRSES/EPLANET; European Particle Physics Latin American Network; and UNESCO.AMIGA (Auger Muons and Infill for the Ground Array) is an upgrade of the Pierre Auger Observatory to complement the study of ultra-high-energy cosmic rays (UHECR) by measuring the muon content of extensive air showers (EAS). It consists of an array of 61 water Cherenkov detectors on a denser spacing in combination with underground scintillation detectors used for muon density measurement. Each detector is composed of three scintillation modules, with 10 m(2) detection area per module, buried at 2.3 m depth, resulting in a total detection area of 30 m(2). Silicon photomultiplier sensors (SiPM) measure the amount of scintillation light generated by charged particles traversing the modules. In this paper, the design of the front-end electronics to process the signals of those SiPMs and test results from the laboratory and from the Pierre Auger Observatory are described. Compared to our previous prototype, the new electronics shows a higher performance, higher efficiency and lower power consumption, and it has a new acquisition system with increased dynamic range that allows measurements closer to the shower core. The new acquisition system is based on the measurement of the total charge signal that the muonic component of the cosmic ray shower generates in the detector.Argentina - Comision Nacional de Energia AtomicaArgentina - Agencia Nacional de Promocion Cientifica y Tecnologica (ANPCyT)Argentina - Consejo Nacional de Investigaciones Cientificas y Tecnicas (CONICET)Argentina - Gobierno de la Provincia de MendozaArgentina - Municipalidad de MalargueArgentina - NDM HoldingsArgentina - Valle Las LenasAustralian Research CouncilConselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPQ) Fundacao de Apoio a Pesquisa do Distrito Federal (FAPDF) Brazil - Financiadora de Estudos e Projetos (FINEP)Fundacao Carlos Chagas Filho de Amparo a Pesquisa do Estado do Rio De Janeiro (FAPERJ)Fundacao de Amparo a Pesquisa do Estado de Sao Paulo (FAPESP) 2019/10151-2 2010/07359-6 1999/05404-3Brazil - Ministerio da Ciencia, Tecnologia, Inovacoes e Comunicacoes (MCTIC)Brazil - Czech Republic Grant MSMT CR LTT18004 LM2015038 LM2018102 CZ.02.1.01/0.0/0.0/16_013/0001402 CZ.02.1.01/0.0/0.0/18_046/0016010 CZ.02.1.01/0.0/0.0/17_049/0008422France - Centre de Calcul IN2P3/CNRSCentre National de la Recherche Scientifique (CNRS)France - Conseil Regional Ile-de-FranceFrance - Departement Physique Nucleaire et Corpusculaire (PNC-IN2P3/CNRS)France - Departement Sciences de l'Univers (SDU-INSU/CNRS)French National Research Agency (ANR) LABEX ANR-10-LABX-63Institut Lagrange de Paris (ILP) within the Investissements d'Avenir Programme ANR-11-IDEX-0004-02Federal Ministry of Education & Research (BMBF)Bundesministerium fur Bildung und Forschung (BMBF)German Research Foundation (DFG)Germany - Finanzministerium Baden-WurttembergGermany - Helmholtz Alliance for Astroparticle Physics (HAP)Germany - Helmholtz-Gemeinschaft Deutscher Forschungszentren (HGF)Germany - Ministerium fur Innovation, Wissenschaft und Forschung des Landes Nordrhein-WestfalenGermany - Ministerium fur Wissenschaft, Forschung und Kunst des Landes Baden-WurttembergItaly - Istituto Nazionale di Fisica Nucleare (INFN)Italy - Istituto Nazionale di Astrofisica (INAF)Italy - Ministero dell'Istruzione, dell'Universita e della Ricerca (MIUR)Italy - CETEMPS Center of ExcellenceConsejo Nacional de Ciencia y Tecnologia (CONACyT) 167733Mexico - Universidad Nacional Autonoma de Mexico (UNAM)Mexico - PAPIIT DGAPA-UNAMNetherlands - Ministry of Education, Culture and ScienceNetherlands Organization for Scientific Research (NWO)Netherlands Organisation for Scientific Research (NWO)The Netherlands - SURF CooperativePoland - Ministry of Science and Higher Education DIR/WK/2018/11 Poland - National Science Centre 2013/08/M/ST9/00322 2016/23/B/ST9/01635 HARMONIA 5-2013/10/M/ST9/00062 UMO-2016/22/M/ST9/00198Portugal - Portuguese national funds Portugal - FEDER funds within Programa Operacional Factores de Competitividade through Fundacao para a Ciencia e a Tecnologia (COMPETE)Romania - Romanian Ministry of Education and Research Romania - Program Nucleu within MCI PN19150201/16N/2019 PN19060102 Romania - PNCDI III PN-III-P1-1.2-PCCDI-2017-0839/19PCCDI/2018Slovenian Research Agency - Slovenia P1-0031 P1-0385 I0-0033 N1-0111Spain - Ministerio de Economia, Industria y Competitividad FPA2017-85114-P FPA2017-85197-PSpain - Xunta de Galicia ED431C 2017/07Junta de Andalucia SOMM17/6104/UGRSpain - Feder FundsSpain - RENATA Red Nacional Tematica de Astroparticulas FPA2015-68783-REDTSpain - Maria de Maeztu Unit of Excellence MDM-2016-0692United States Department of Energy (DOE) DE-AC02-07CH11359National Science Foundation (NSF) 0450696U.S.A. - Grainger Foundation U.S.A. - Marie Curie-IRSES/EPLANET U.S.A. - European Particle Physics Latin American Network U.S.A. - UNESCOItaly - Ministero degli Affari Esteri (MAE)The Netherlands - Dutch national e-infrastructur

Spatio-temporal evolution of perturbations in ensembles initialized by bred, Lyapunov and singular vectors

We study the evolution of finite perturbations in the Lorenz ?96 model, a meteorological toy model of the atmosphere. The initial perturbations are chosen to be aligned along different dynamic vectors: bred, Lyapunov, and singular vectors. Using a particular vector determines not only the amplification rate of the perturbation but also the spatial structure of the perturbation and its stability under the evolution of the flow. The evolution of perturbations is systematically studied by means of the so-called mean-variance of logarithms diagram that provides in a very compact way the basic information to analyse the spatial structure. We discuss the corresponding advantages of using those different vectors for preparing initial perturbations to be used in ensemble prediction systems, focusing on key properties: dynamic adaptation to the flow, robustness, equivalence between members of the ensemble, etc. Among all the vectors considered here, the so-called characteristic Lyapunov vectors are possibly optimal, in the sense that they are both perfectly adapted to the flow and extremely robust.DP acknowledges the support by CSIC under the Junta de Ampliación de Estudios Programme (JAE-Doc). Financial support from the Ministerio de Educación y Ciencia (Spain) under projects FIS2006-12253-C06-04 and CGL2007-64387/CLI is acknowledged

Multiculturalism, Cross-cultural, Personal development in the EHEA

En el EEES conviven a diario en las aulas universitarias estudiantes de diferentes nacionalidades y culturas. Esta situación, propiciada en gran parte por el programa ERASMUS, dota a la universidad actual de un ámbito multicultural sin precedentes. Sin embargo, si queremos dar un paso más allá de la multiculturalidad será necesario una mayor involucración de docentes y discentes. En este contexto, nuestro objetivo es lograr la interculturalidad en las aulas actuales. Para ello hemos considerado el trabajo cooperativo en pequeños grupos como potenciador de dicho concepto. Adoptando un enfoque metodológico cualitativo, se preguntó a los estudiantes, mediante entrevistas personales su percepción del trabajo realizado. Los alumnos destacan las ventajas del trabajo cooperativo, con efectos positivos sobre el desarrollo personal de cada uno de los participantes con el consiguiente enriquecimiento tanto en la forma de trabajo como en el conocimiento más directo de distintos modos de vida y distintas formas de pensar y de afrontar los problemas.In the EHEA students from different nations and cultures live and learn side-by-side in university lecture halls every day. This situation, to a great extent fostered by the ERASMUS programme, creates an unprecedented multicultural environment in contemporary universities. However, if we want to take a step beyond multiculturalism, greater involvement is needed on the part of teachers and students. With this in mind, our aim is to achieve cross-cultural environment in the classrooms of today. In order to do this, we have considered teamwork in small groups to encourage this concept. Adopting a qualitative methodological focus, in individual interviews students were asked their view of the work carried out. The students highlighted the advantages of working in a team, it having positive effects upon the personal development of each of the participants and proving to be an enriching experience, both in the way they worked, as well as in the more direct knowledge acquired on different ways of life and ways of thinking and dealing with problems

Crisis y desigualdad de la empresa

La sociedad ha vivido importantes hitos históricos, sin embargo, la crisis de 2008 ha sido uno de los periodos peor recordados de la historia de nuestro país. Esto ha provocado que toda la población tenga una opinión propia sobre los efectos de ésta y las desigualdades que ha generado. Pero realmente, no se es consciente de todas las consecuencias que derivan. Además, se cree que, si hay una crisis en las empresas, esto no va a afectar a la población, pero no es del todo cierto. Se genera un círculo vicioso en el que, si las empresas se ven afectadas, acabarán viéndose afectados tanto sociedad como gobierno. Se estudiará en el presente Trabajo de fin de grado la situación real española tanto a nivel social, económico como gubernamental, a través de datos empíricos obtenidos, y qué efectos ha tenido dicha crisis en ellos. <br /

Las alcollas de cuerda seca total halladas en Porcuna (Jaén): En torno al ritual de las abluciones en época Almohade

In the present work we will study two extraordinary clay pots in “cuerda seca total” that are datable between the 12th and the 13th centuries and that are currently held in the Museum of Jaén. Although this type of pottery is traditionally known as bacín (large chamber-pots), its function, decoration, and epigraphy lead to the context of the Islamic ritual of ablutions. The issue of nomenclature applied to this typology is debated through the text, reviewing terms as “bacín” and “piletas for ablutions”. Besides, new terms are considered: “cadahe for ablutions” (qadaḥ) used in the treaty of ḥisba of al-Saqaṭī, and anīya, referred in the poems of Alhambra to the containers placed in the ṭīqān al-māʾ, to conclude offering the Arabic term “alcolla (pot) for ablutions” as the most suitable term to this type of containers. In addition, the question of metrology is considered to contribute to their characterization. Moreover, we will present a proposal for reading the Arabic inscription of the second piece, or alcolla B, and other similar pieces with epigraphic decoration are also analyzed.Finally, the context of the finding in Porcuna, the Islamic Bulkūna, is also considered, giving the hypothesis that may be these pieces were the clay vessels for ablutions used in a mīḍāʾa, or in a bath near a mosque placed in the Arab cemetery, next to the Martos Gate.En este trabajo se estudian dos excepcionales piezas de cerámica vidriada, datadas entre los siglos XII y XIII, decoradas con la técnica de la cuerda seca total y pertenecientes a la colección del Museo de Jaén. Aunque a esta tipología se la ha denominado tradicionalmente “bacín”, su función y decoración altamente esmerada, así como sus leyendas epigráficas, remiten al contexto de las abluciones rituales islámicas. Se analiza la cuestión de la terminología aplicada a estas piezas, revisando los términos de “bacín” y “piletas de abluciones”; igualmente, se trata la pertinencia de términos como “cadahe de abluciones”, que figura en el tratado de ḥisba de al-Saqaṭī, y el de anīya, que aparece en los versos de la Alhambra como recipiente colocado en las tacas del agua, para concluir con la propuesta del arabismo “alcolla”, orza, como el término más idóneo para este tipo cerámico. Así mismo se plantea el estudio de la metrología andalusí para contribuir a la caracterización de estas piezas. Por otro lado, se sugiere la lectura del epígrafe árabe de la segunda pieza o alcolla B y se analizan paralelismos con decoración epigráfica. Finalmente, se trata el contexto de su hallazgo en la localidad de Porcuna, la Bulkūna islámica, proponiendo su identificación con las vasijas para abluciones pertenecientes, quizás, al servicio de una mīḍāʾa, o a unos baños, próximos a una mezquita, que estaría junto al cementerio de la Puerta de Martos

Kink manifolds in a three-component scalar field theory

Preprint[EN] In this work we identify the manifold of solitary waves arising in a three-component scalar field model using the Bogomol'nyi arrangement of the energy functional. A rich structure of topological and non-topological kinks exists in the different sub-models contained in the theory. [ES] En este trabajo identificamos el colector de ondas solitarias procedentes de un modelo de campo escalar con tres componentes usando la disposición Bogomol'nyi de la energía funcional. Una estructura enriquecida de Plieges topológicos y no topológico existe en los diferentes sub-modelos contenidos en la teoría

Eco-socio-economic vulnerability assessment of Portuguese fisheries to climate change

Understanding ecological, and socio-economical vulnerabilities is fundamental towards developing and implementing regional adaptation strategies to climate change. The Portuguese coast is situated in a transition zone between temperate ecosystems to the north, and subtropical with Mediterranean characteristics, to the south, with distinct oceanographic regions (north, centre, and south), fish assemblages and socioeconomic realities of fish communities across these regions. We develop a framework to assess fisheries climate vulnerability in each port. A total of 32 ecological and socio-economic indicators were used to measure exposure, sensitivity, and adaptive capacity of the fishing sector to climate change by combining i) environmental projections ii) information from fishing communities (surveys at ports) and iii) landings and socio-economic data from official statistics offices. The vulnerability to climate change across regions, and its expected impact on fishing fleets and local communities, was low-moderate. Such information will enable fishing communities and decision makers to respond to expected climate change effects and direct/indirect associated activities. This framework comprises background information for developing mandatory EU climate adaptation plans that aim to improve the resilience of fisheries socio-economic systemsFundação para a Ciência e a Tecnologia | Ref. UIDB/04326/2020Fundação para a Ciência e a Tecnologia | Ref. UIDP/04326/2020Fundação para a Ciência e a Tecnologia | Ref. LA/P/0101/2020Fundação para a Ciência e a Tecnologia | Ref. SFRH/BD/11426/2022Ministerio de Ciencia e Innovación | Ref. FJC2020–043449-IFundação para a Ciência e a Tecnologia | Ref. SFRH/BD/06336/202Fundação para a Ciência e a Tecnologia | Ref. DL57/2016/CP1361/CT0008Fundação para a Ciência e a Tecnologia | Ref. 2022.04803.CEECINDPortugal 2020 | Ref. SAICT-45-2017-02Portugal 2020 | Ref. ALG-01-0145-FEDER-028518Portugal 2020 | Ref. PTDC/ASP-PES/28518/2017MAR2020-FEAMP | Ref. MAR-01.03.02-FEAMP-005