A reassessment of the history of the temporal resolution of rainfall data at the global scale

Autores
Morbidelli, Renato; Flammini, Alessia; Echeta, Odinakachukwu; Albano, Raffaele; Anzolin, Gabriel; Zumr, David; Badi, Wafae; Berni, Nicola; Bertola, Miriam; Bodoque, José María; Brandsma, Theo; Cauteruccio, Arianna; Cesanelli, Andrés; Hanchane, Mohamed; Hurtado, Santiago Ignacio; Mazzoglio, Paola; Newman, Noah; Peruccacci, Silvia; Ricetti, Lorenzo; Russo, Fabio Andrés; Sarochar, Rubén Horacio; Segovia Cardozo, Daniel A.; Segovia Cardozo, Sergio; Serafeim, Athanasios V.; Sojka, Mariusz; Speranza, Gabriella; Urban, Grzegorz; Versace, Cosimo; Watega, Andrzej; Zubelzu, Sergio; Saltalippi, Carla
Año de publicación
2025
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
The availability of rainfall data is of paramount importance in most hydrological studies and is directly dependent on the type of sensors used as well as the recording systems adopted. In fact, these elements have a crucial influence on the temporal resolution (ta) of stored rainfall data, which in turn affects the types of analysis that can be conducted, making knowledge of ta on a global scale of particular interest to the entire scientific community and also for engineers. For rain gauges installed more than 70?80 years ago the earliest recordings were manual with coarse temporal resolution. Instead, mechanical recordings on paper rolls began in the early decades of the last century, while digital recordings began only in the last four decades, making analyses requiring long time series of sub-hourly rainfall data impossible. This paper presents a significant update of a previous historical analysis of the time-resolution of ta (Morbidelli et al., 2020) by which 126,438 stations, located in 77 different geographical areas, were collected into a database, quintupling the number of stations of the previous database and including areas not considered before. It was found that a high percentage of rain gauge stations currently provides useful data at any time-resolution, but there is an increasing development of rainfall networks characterized by very inexpensive, volunteer-operated stations that acquire one data per day (ta = 1440 min), allowing only limited rainfall-related analyses. The invitation for all rain gauge network operators to contribute additional data to the database remains open.
Fil: Morbidelli, Renato. Università di Perugia; Italia
Fil: Flammini, Alessia. Università di Perugia; Italia
Fil: Echeta, Odinakachukwu. University of Lagos; Nigeria
Fil: Albano, Raffaele. University of Basilicata; Italia
Fil: Anzolin, Gabriel. Universidade Federal de Santa Catarina; Brasil
Fil: Zumr, David. Universidad Técnica Checa de Praga; República Checa
Fil: Badi, Wafae. Universidad Técnica Checa de Praga; República Checa
Fil: Berni, Nicola. Universidad Técnica Checa de Praga; República Checa
Fil: Bertola, Miriam. Universidad Técnica Checa de Praga; República Checa
Fil: Bodoque, José María. Universidad de Castilla-La Mancha; España
Fil: Brandsma, Theo. Royal Netherlands Meteorological Institute; Países Bajos
Fil: Cauteruccio, Arianna. Università degli Studi di Genova; Italia
Fil: Cesanelli, Andrés. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Instituto de Astrofísica La Plata. Universidad Nacional de La Plata. Facultad de Ciencias Astronómicas y Geofísicas. Instituto de Astrofísica La Plata; Argentina
Fil: Hanchane, Mohamed. Cadi Ayyad University; Marruecos
Fil: Hurtado, Santiago Ignacio. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Patagonia Norte. Estación Experimental Agropecuaria San Carlos de Bariloche. Instituto de Investigaciones Forestales y Agropecuarias Bariloche. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Patagonia Norte. Instituto de Investigaciones Forestales y Agropecuarias Bariloche; Argentina
Fil: Mazzoglio, Paola. Politecnico di Torino; Italia
Fil: Newman, Noah. State University of Colorado at Boulder; Estados Unidos
Fil: Peruccacci, Silvia. Università di Perugia; Italia
Fil: Ricetti, Lorenzo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Instituto de Astrofísica La Plata. Universidad Nacional de La Plata. Facultad de Ciencias Astronómicas y Geofísicas. Instituto de Astrofísica La Plata; Argentina
Fil: Russo, Fabio Andrés. Università di Roma; Italia
Fil: Sarochar, Rubén Horacio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Instituto de Astrofísica La Plata. Universidad Nacional de La Plata. Facultad de Ciencias Astronómicas y Geofísicas. Instituto de Astrofísica La Plata; Argentina
Fil: Segovia Cardozo, Daniel A.. Universidad Politécnica de Madrid; España
Fil: Segovia Cardozo, Sergio. Universidad Privada Boliviana.; Bolivia
Fil: Serafeim, Athanasios V.. Università degli Studi di Cagliari; Italia
Fil: Sojka, Mariusz. Uniwersytet Przyrodniczy w Poznaniu; Polonia
Fil: Speranza, Gabriella. Functional Centre of Civil Protection; Italia
Fil: Urban, Grzegorz. National Research Institute; Polonia
Fil: Versace, Cosimo. CIMA Research Foundation; Italia
Fil: Watega, Andrzej. Uniwersytet Rolniczy; Polonia
Fil: Zubelzu, Sergio. Universidad Politécnica de Madrid; España
Fil: Saltalippi, Carla. Universita Degli Studi Di Perugia. Department Of Agricultural, Food And Environmental Sciences;
Materia
Hydrology history
Rainfall data measurements
Rainfall time resolution
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/277914

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network_name_str CONICET Digital (CONICET)
spelling A reassessment of the history of the temporal resolution of rainfall data at the global scaleMorbidelli, RenatoFlammini, AlessiaEcheta, OdinakachukwuAlbano, RaffaeleAnzolin, GabrielZumr, DavidBadi, WafaeBerni, NicolaBertola, MiriamBodoque, José MaríaBrandsma, TheoCauteruccio, AriannaCesanelli, AndrésHanchane, MohamedHurtado, Santiago IgnacioMazzoglio, PaolaNewman, NoahPeruccacci, SilviaRicetti, LorenzoRusso, Fabio AndrésSarochar, Rubén HoracioSegovia Cardozo, Daniel A.Segovia Cardozo, SergioSerafeim, Athanasios V.Sojka, MariuszSperanza, GabriellaUrban, GrzegorzVersace, CosimoWatega, AndrzejZubelzu, SergioSaltalippi, CarlaHydrology historyRainfall data measurementsRainfall time resolutionhttps://purl.org/becyt/ford/1.5https://purl.org/becyt/ford/1The availability of rainfall data is of paramount importance in most hydrological studies and is directly dependent on the type of sensors used as well as the recording systems adopted. In fact, these elements have a crucial influence on the temporal resolution (ta) of stored rainfall data, which in turn affects the types of analysis that can be conducted, making knowledge of ta on a global scale of particular interest to the entire scientific community and also for engineers. For rain gauges installed more than 70?80 years ago the earliest recordings were manual with coarse temporal resolution. Instead, mechanical recordings on paper rolls began in the early decades of the last century, while digital recordings began only in the last four decades, making analyses requiring long time series of sub-hourly rainfall data impossible. This paper presents a significant update of a previous historical analysis of the time-resolution of ta (Morbidelli et al., 2020) by which 126,438 stations, located in 77 different geographical areas, were collected into a database, quintupling the number of stations of the previous database and including areas not considered before. It was found that a high percentage of rain gauge stations currently provides useful data at any time-resolution, but there is an increasing development of rainfall networks characterized by very inexpensive, volunteer-operated stations that acquire one data per day (ta = 1440 min), allowing only limited rainfall-related analyses. The invitation for all rain gauge network operators to contribute additional data to the database remains open.Fil: Morbidelli, Renato. Università di Perugia; ItaliaFil: Flammini, Alessia. Università di Perugia; ItaliaFil: Echeta, Odinakachukwu. University of Lagos; NigeriaFil: Albano, Raffaele. University of Basilicata; ItaliaFil: Anzolin, Gabriel. Universidade Federal de Santa Catarina; BrasilFil: Zumr, David. Universidad Técnica Checa de Praga; República ChecaFil: Badi, Wafae. Universidad Técnica Checa de Praga; República ChecaFil: Berni, Nicola. Universidad Técnica Checa de Praga; República ChecaFil: Bertola, Miriam. Universidad Técnica Checa de Praga; República ChecaFil: Bodoque, José María. Universidad de Castilla-La Mancha; EspañaFil: Brandsma, Theo. Royal Netherlands Meteorological Institute; Países BajosFil: Cauteruccio, Arianna. Università degli Studi di Genova; ItaliaFil: Cesanelli, Andrés. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Instituto de Astrofísica La Plata. Universidad Nacional de La Plata. Facultad de Ciencias Astronómicas y Geofísicas. Instituto de Astrofísica La Plata; ArgentinaFil: Hanchane, Mohamed. Cadi Ayyad University; MarruecosFil: Hurtado, Santiago Ignacio. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Patagonia Norte. Estación Experimental Agropecuaria San Carlos de Bariloche. Instituto de Investigaciones Forestales y Agropecuarias Bariloche. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Patagonia Norte. Instituto de Investigaciones Forestales y Agropecuarias Bariloche; ArgentinaFil: Mazzoglio, Paola. Politecnico di Torino; ItaliaFil: Newman, Noah. State University of Colorado at Boulder; Estados UnidosFil: Peruccacci, Silvia. Università di Perugia; ItaliaFil: Ricetti, Lorenzo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Instituto de Astrofísica La Plata. Universidad Nacional de La Plata. Facultad de Ciencias Astronómicas y Geofísicas. Instituto de Astrofísica La Plata; ArgentinaFil: Russo, Fabio Andrés. Università di Roma; ItaliaFil: Sarochar, Rubén Horacio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Instituto de Astrofísica La Plata. Universidad Nacional de La Plata. Facultad de Ciencias Astronómicas y Geofísicas. Instituto de Astrofísica La Plata; ArgentinaFil: Segovia Cardozo, Daniel A.. Universidad Politécnica de Madrid; EspañaFil: Segovia Cardozo, Sergio. Universidad Privada Boliviana.; BoliviaFil: Serafeim, Athanasios V.. Università degli Studi di Cagliari; ItaliaFil: Sojka, Mariusz. Uniwersytet Przyrodniczy w Poznaniu; PoloniaFil: Speranza, Gabriella. Functional Centre of Civil Protection; ItaliaFil: Urban, Grzegorz. National Research Institute; PoloniaFil: Versace, Cosimo. CIMA Research Foundation; ItaliaFil: Watega, Andrzej. Uniwersytet Rolniczy; PoloniaFil: Zubelzu, Sergio. Universidad Politécnica de Madrid; EspañaFil: Saltalippi, Carla. Universita Degli Studi Di Perugia. Department Of Agricultural, Food And Environmental Sciences;Elsevier Science2025-06info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/277914Morbidelli, Renato; Flammini, Alessia; Echeta, Odinakachukwu; Albano, Raffaele; Anzolin, Gabriel; et al.; A reassessment of the history of the temporal resolution of rainfall data at the global scale; Elsevier Science; Journal of Hydrology; 654; 6-2025; 1-180022-1694CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://linkinghub.elsevier.com/retrieve/pii/S0022169425001799info:eu-repo/semantics/altIdentifier/doi/10.1016/j.jhydrol.2025.132841info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-12-23T14:07:51Zoai:ri.conicet.gov.ar:11336/277914instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-12-23 14:07:52.112CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv A reassessment of the history of the temporal resolution of rainfall data at the global scale
title A reassessment of the history of the temporal resolution of rainfall data at the global scale
spellingShingle A reassessment of the history of the temporal resolution of rainfall data at the global scale
Morbidelli, Renato
Hydrology history
Rainfall data measurements
Rainfall time resolution
title_short A reassessment of the history of the temporal resolution of rainfall data at the global scale
title_full A reassessment of the history of the temporal resolution of rainfall data at the global scale
title_fullStr A reassessment of the history of the temporal resolution of rainfall data at the global scale
title_full_unstemmed A reassessment of the history of the temporal resolution of rainfall data at the global scale
title_sort A reassessment of the history of the temporal resolution of rainfall data at the global scale
dc.creator.none.fl_str_mv Morbidelli, Renato
Flammini, Alessia
Echeta, Odinakachukwu
Albano, Raffaele
Anzolin, Gabriel
Zumr, David
Badi, Wafae
Berni, Nicola
Bertola, Miriam
Bodoque, José María
Brandsma, Theo
Cauteruccio, Arianna
Cesanelli, Andrés
Hanchane, Mohamed
Hurtado, Santiago Ignacio
Mazzoglio, Paola
Newman, Noah
Peruccacci, Silvia
Ricetti, Lorenzo
Russo, Fabio Andrés
Sarochar, Rubén Horacio
Segovia Cardozo, Daniel A.
Segovia Cardozo, Sergio
Serafeim, Athanasios V.
Sojka, Mariusz
Speranza, Gabriella
Urban, Grzegorz
Versace, Cosimo
Watega, Andrzej
Zubelzu, Sergio
Saltalippi, Carla
author Morbidelli, Renato
author_facet Morbidelli, Renato
Flammini, Alessia
Echeta, Odinakachukwu
Albano, Raffaele
Anzolin, Gabriel
Zumr, David
Badi, Wafae
Berni, Nicola
Bertola, Miriam
Bodoque, José María
Brandsma, Theo
Cauteruccio, Arianna
Cesanelli, Andrés
Hanchane, Mohamed
Hurtado, Santiago Ignacio
Mazzoglio, Paola
Newman, Noah
Peruccacci, Silvia
Ricetti, Lorenzo
Russo, Fabio Andrés
Sarochar, Rubén Horacio
Segovia Cardozo, Daniel A.
Segovia Cardozo, Sergio
Serafeim, Athanasios V.
Sojka, Mariusz
Speranza, Gabriella
Urban, Grzegorz
Versace, Cosimo
Watega, Andrzej
Zubelzu, Sergio
Saltalippi, Carla
author_role author
author2 Flammini, Alessia
Echeta, Odinakachukwu
Albano, Raffaele
Anzolin, Gabriel
Zumr, David
Badi, Wafae
Berni, Nicola
Bertola, Miriam
Bodoque, José María
Brandsma, Theo
Cauteruccio, Arianna
Cesanelli, Andrés
Hanchane, Mohamed
Hurtado, Santiago Ignacio
Mazzoglio, Paola
Newman, Noah
Peruccacci, Silvia
Ricetti, Lorenzo
Russo, Fabio Andrés
Sarochar, Rubén Horacio
Segovia Cardozo, Daniel A.
Segovia Cardozo, Sergio
Serafeim, Athanasios V.
Sojka, Mariusz
Speranza, Gabriella
Urban, Grzegorz
Versace, Cosimo
Watega, Andrzej
Zubelzu, Sergio
Saltalippi, Carla
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.subject.none.fl_str_mv Hydrology history
Rainfall data measurements
Rainfall time resolution
topic Hydrology history
Rainfall data measurements
Rainfall time resolution
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.5
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv The availability of rainfall data is of paramount importance in most hydrological studies and is directly dependent on the type of sensors used as well as the recording systems adopted. In fact, these elements have a crucial influence on the temporal resolution (ta) of stored rainfall data, which in turn affects the types of analysis that can be conducted, making knowledge of ta on a global scale of particular interest to the entire scientific community and also for engineers. For rain gauges installed more than 70?80 years ago the earliest recordings were manual with coarse temporal resolution. Instead, mechanical recordings on paper rolls began in the early decades of the last century, while digital recordings began only in the last four decades, making analyses requiring long time series of sub-hourly rainfall data impossible. This paper presents a significant update of a previous historical analysis of the time-resolution of ta (Morbidelli et al., 2020) by which 126,438 stations, located in 77 different geographical areas, were collected into a database, quintupling the number of stations of the previous database and including areas not considered before. It was found that a high percentage of rain gauge stations currently provides useful data at any time-resolution, but there is an increasing development of rainfall networks characterized by very inexpensive, volunteer-operated stations that acquire one data per day (ta = 1440 min), allowing only limited rainfall-related analyses. The invitation for all rain gauge network operators to contribute additional data to the database remains open.
Fil: Morbidelli, Renato. Università di Perugia; Italia
Fil: Flammini, Alessia. Università di Perugia; Italia
Fil: Echeta, Odinakachukwu. University of Lagos; Nigeria
Fil: Albano, Raffaele. University of Basilicata; Italia
Fil: Anzolin, Gabriel. Universidade Federal de Santa Catarina; Brasil
Fil: Zumr, David. Universidad Técnica Checa de Praga; República Checa
Fil: Badi, Wafae. Universidad Técnica Checa de Praga; República Checa
Fil: Berni, Nicola. Universidad Técnica Checa de Praga; República Checa
Fil: Bertola, Miriam. Universidad Técnica Checa de Praga; República Checa
Fil: Bodoque, José María. Universidad de Castilla-La Mancha; España
Fil: Brandsma, Theo. Royal Netherlands Meteorological Institute; Países Bajos
Fil: Cauteruccio, Arianna. Università degli Studi di Genova; Italia
Fil: Cesanelli, Andrés. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Instituto de Astrofísica La Plata. Universidad Nacional de La Plata. Facultad de Ciencias Astronómicas y Geofísicas. Instituto de Astrofísica La Plata; Argentina
Fil: Hanchane, Mohamed. Cadi Ayyad University; Marruecos
Fil: Hurtado, Santiago Ignacio. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Patagonia Norte. Estación Experimental Agropecuaria San Carlos de Bariloche. Instituto de Investigaciones Forestales y Agropecuarias Bariloche. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Patagonia Norte. Instituto de Investigaciones Forestales y Agropecuarias Bariloche; Argentina
Fil: Mazzoglio, Paola. Politecnico di Torino; Italia
Fil: Newman, Noah. State University of Colorado at Boulder; Estados Unidos
Fil: Peruccacci, Silvia. Università di Perugia; Italia
Fil: Ricetti, Lorenzo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Instituto de Astrofísica La Plata. Universidad Nacional de La Plata. Facultad de Ciencias Astronómicas y Geofísicas. Instituto de Astrofísica La Plata; Argentina
Fil: Russo, Fabio Andrés. Università di Roma; Italia
Fil: Sarochar, Rubén Horacio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Instituto de Astrofísica La Plata. Universidad Nacional de La Plata. Facultad de Ciencias Astronómicas y Geofísicas. Instituto de Astrofísica La Plata; Argentina
Fil: Segovia Cardozo, Daniel A.. Universidad Politécnica de Madrid; España
Fil: Segovia Cardozo, Sergio. Universidad Privada Boliviana.; Bolivia
Fil: Serafeim, Athanasios V.. Università degli Studi di Cagliari; Italia
Fil: Sojka, Mariusz. Uniwersytet Przyrodniczy w Poznaniu; Polonia
Fil: Speranza, Gabriella. Functional Centre of Civil Protection; Italia
Fil: Urban, Grzegorz. National Research Institute; Polonia
Fil: Versace, Cosimo. CIMA Research Foundation; Italia
Fil: Watega, Andrzej. Uniwersytet Rolniczy; Polonia
Fil: Zubelzu, Sergio. Universidad Politécnica de Madrid; España
Fil: Saltalippi, Carla. Universita Degli Studi Di Perugia. Department Of Agricultural, Food And Environmental Sciences;
description The availability of rainfall data is of paramount importance in most hydrological studies and is directly dependent on the type of sensors used as well as the recording systems adopted. In fact, these elements have a crucial influence on the temporal resolution (ta) of stored rainfall data, which in turn affects the types of analysis that can be conducted, making knowledge of ta on a global scale of particular interest to the entire scientific community and also for engineers. For rain gauges installed more than 70?80 years ago the earliest recordings were manual with coarse temporal resolution. Instead, mechanical recordings on paper rolls began in the early decades of the last century, while digital recordings began only in the last four decades, making analyses requiring long time series of sub-hourly rainfall data impossible. This paper presents a significant update of a previous historical analysis of the time-resolution of ta (Morbidelli et al., 2020) by which 126,438 stations, located in 77 different geographical areas, were collected into a database, quintupling the number of stations of the previous database and including areas not considered before. It was found that a high percentage of rain gauge stations currently provides useful data at any time-resolution, but there is an increasing development of rainfall networks characterized by very inexpensive, volunteer-operated stations that acquire one data per day (ta = 1440 min), allowing only limited rainfall-related analyses. The invitation for all rain gauge network operators to contribute additional data to the database remains open.
publishDate 2025
dc.date.none.fl_str_mv 2025-06
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/277914
Morbidelli, Renato; Flammini, Alessia; Echeta, Odinakachukwu; Albano, Raffaele; Anzolin, Gabriel; et al.; A reassessment of the history of the temporal resolution of rainfall data at the global scale; Elsevier Science; Journal of Hydrology; 654; 6-2025; 1-18
0022-1694
CONICET Digital
CONICET
url http://hdl.handle.net/11336/277914
identifier_str_mv Morbidelli, Renato; Flammini, Alessia; Echeta, Odinakachukwu; Albano, Raffaele; Anzolin, Gabriel; et al.; A reassessment of the history of the temporal resolution of rainfall data at the global scale; Elsevier Science; Journal of Hydrology; 654; 6-2025; 1-18
0022-1694
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/https://linkinghub.elsevier.com/retrieve/pii/S0022169425001799
info:eu-repo/semantics/altIdentifier/doi/10.1016/j.jhydrol.2025.132841
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
application/pdf
application/pdf
dc.publisher.none.fl_str_mv Elsevier Science
publisher.none.fl_str_mv Elsevier Science
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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