Future global meteorological drought hot spots: A study based on CORDEX data
- Autores
- Spinoni, Jonathan; Barbosa, Paulo; Bucchignani, Edoardo; Cassano, John; Cavazos, Tereza; Christensen, Jens H.; Christensen, Ole B.; Coppola, Erika; Evans, Jason; Geyer, Beate; Giorgi, Filippo; Hadjinicolaou, Panos; Jacob, Daniela; Katzfey, Jack; Koenigk, Torben; Laprise, René; Lennard, Christopher J.; Kurnaz, M. Levent; Delei, L.I.; Llopart, Marta; McCormick, Niall; Naumann, Gustavo; Nikulin, Grigory; Ozturk, Tugba; Panitz, Hans Juergen; da Rocha, Rosmeri Porfirio; Rockel, Burkhardt; Solman, Silvina Alicia; Syktus, Jozef; Tangang, Fredolin; Vautard, Robert; Vautard, Robert; Vogt, Jürgen V.; Winger, Katja; Zittis, George; Dosio, Alessandro
- Año de publicación
- 2020
- Idioma
- inglés
- Tipo de recurso
- artículo
- Estado
- versión publicada
- Descripción
- Two questions motivated this study: 1) Will meteorological droughts become more frequent and severe during the twenty-first century? 2) Given the projected global temperature rise, to what extent does the inclusion of temperature (in addition to precipitation) in drought indicators play a role in future meteorological droughts? To answer, we analyzed the changes in drought frequency, severity, and historically undocumented extreme droughts over 1981–2100, using the standardized precipitation index (SPI; including precipitation only) and standardized precipitation-evapotranspiration index (SPEI; indirectly including temperature), and under two representative concentration pathways (RCP4.5 and RCP8.5). As input data, we employed 103 high-resolution (0.448) simulations from the Coordinated Regional Climate Downscaling Experiment (CORDEX), based on a combination of 16 global circulation models (GCMs) and 20 regional circulation models (RCMs). This is the first study on global drought projections including RCMs based on such a large ensemble of RCMs. Based on precipitation only,;15% of the global land is likely to experience more frequent and severe droughts during 2071–2100 versus 1981–2010 for both scenarios. This increase is larger (;47% under RCP4.5,;49% under RCP8.5) when precipitation and temperature are used. Both SPI and SPEI project more frequent and severe droughts, especially under RCP8.5, over southern South America, the Mediterranean region, southern Africa, southeastern China, Japan, and southern Australia. A decrease in drought is projected for high latitudes in Northern Hemisphere and Southeast Asia. If temperature is included, drought characteristics are projected to increase over North America, Amazonia, central Europe and Asia, the Horn of Africa, India, and central Australia; if only precipitation is considered, they are found to decrease over those areas.
Fil: Spinoni, Jonathan. Joint Research Centre; Italia
Fil: Barbosa, Paulo. Joint Research Centre; Italia
Fil: Bucchignani, Edoardo. Centro Euro Mediterraneo Sui Cambiamenti Climatici.; Italia
Fil: Cassano, John. State University of Colorado at Boulder; Estados Unidos
Fil: Cavazos, Tereza. Centro de Investigacion Cientifica y de Educacion Super; México
Fil: Christensen, Jens H.. Danish Meteorological Institute; Dinamarca
Fil: Christensen, Ole B.. Danish Meteorological Institute; Dinamarca
Fil: Coppola, Erika. The Abdus Salam. International Centre for Theoretical Physics; Italia
Fil: Evans, Jason. University of New South Wales. Faculty of Science; Australia
Fil: Geyer, Beate. Institute of Coastal Research; Alemania
Fil: Giorgi, Filippo. The Abdus Salam. International Centre for Theoretical Physics; Italia
Fil: Hadjinicolaou, Panos. Environment And Water Research Center; Chipre
Fil: Jacob, Daniela. Climate Service Center; Alemania
Fil: Katzfey, Jack. Commonwealth Scientific And Industrial Research Organis; Australia
Fil: Koenigk, Torben. Swedish Meteorological And Hydrological; Suecia
Fil: Laprise, René. Université du Québec a Montreal; Canadá
Fil: Lennard, Christopher J.. University of Cape Town; Sudáfrica
Fil: Kurnaz, M. Levent. Bogazici University; Turquía
Fil: Delei, L.I.. Chinese Academy of Sciences; República de China
Fil: Llopart, Marta. Universidade Estadual Paulista Julio de Mesquita Filho; Brasil
Fil: McCormick, Niall. European Commission Joint Research Centre; España
Fil: Naumann, Gustavo. European Commission Joint Research Centre; España
Fil: Nikulin, Grigory. No especifíca;
Fil: Ozturk, Tugba. No especifíca;
Fil: Panitz, Hans Juergen. No especifíca;
Fil: da Rocha, Rosmeri Porfirio. No especifíca;
Fil: Rockel, Burkhardt. No especifíca;
Fil: Solman, Silvina Alicia. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Centro de Investigaciones del Mar y la Atmósfera. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Centro de Investigaciones del Mar y la Atmósfera; Argentina
Fil: Syktus, Jozef. The University of Queensland; Australia. University of Queensland; Australia
Fil: Tangang, Fredolin. No especifíca;
Fil: Vautard, Robert. No especifíca;
Fil: Vautard, Robert. Centre National de la Recherche Scientifique; Francia
Fil: Vogt, Jürgen V.. European Commission Joint Research Centre; España
Fil: Winger, Katja. Université du Québec a Montreal; Canadá
Fil: Zittis, George. No especifíca;
Fil: Dosio, Alessandro. No especifíca; - Materia
-
REGIONAL CLIMATE MODELS
DROUGHTS
GLOBAL
FUTURE SCENARIOS - Nivel de accesibilidad
- acceso abierto
- Condiciones de uso
- https://creativecommons.org/licenses/by/2.5/ar/
- Repositorio
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/144302
Ver los metadatos del registro completo
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Future global meteorological drought hot spots: A study based on CORDEX dataSpinoni, JonathanBarbosa, PauloBucchignani, EdoardoCassano, JohnCavazos, TerezaChristensen, Jens H.Christensen, Ole B.Coppola, ErikaEvans, JasonGeyer, BeateGiorgi, FilippoHadjinicolaou, PanosJacob, DanielaKatzfey, JackKoenigk, TorbenLaprise, RenéLennard, Christopher J.Kurnaz, M. LeventDelei, L.I.Llopart, MartaMcCormick, NiallNaumann, GustavoNikulin, GrigoryOzturk, TugbaPanitz, Hans Juergenda Rocha, Rosmeri PorfirioRockel, BurkhardtSolman, Silvina AliciaSyktus, JozefTangang, FredolinVautard, RobertVautard, RobertVogt, Jürgen V.Winger, KatjaZittis, GeorgeDosio, AlessandroREGIONAL CLIMATE MODELSDROUGHTSGLOBALFUTURE SCENARIOShttps://purl.org/becyt/ford/1.5https://purl.org/becyt/ford/1Two questions motivated this study: 1) Will meteorological droughts become more frequent and severe during the twenty-first century? 2) Given the projected global temperature rise, to what extent does the inclusion of temperature (in addition to precipitation) in drought indicators play a role in future meteorological droughts? To answer, we analyzed the changes in drought frequency, severity, and historically undocumented extreme droughts over 1981–2100, using the standardized precipitation index (SPI; including precipitation only) and standardized precipitation-evapotranspiration index (SPEI; indirectly including temperature), and under two representative concentration pathways (RCP4.5 and RCP8.5). As input data, we employed 103 high-resolution (0.448) simulations from the Coordinated Regional Climate Downscaling Experiment (CORDEX), based on a combination of 16 global circulation models (GCMs) and 20 regional circulation models (RCMs). This is the first study on global drought projections including RCMs based on such a large ensemble of RCMs. Based on precipitation only,;15% of the global land is likely to experience more frequent and severe droughts during 2071–2100 versus 1981–2010 for both scenarios. This increase is larger (;47% under RCP4.5,;49% under RCP8.5) when precipitation and temperature are used. Both SPI and SPEI project more frequent and severe droughts, especially under RCP8.5, over southern South America, the Mediterranean region, southern Africa, southeastern China, Japan, and southern Australia. A decrease in drought is projected for high latitudes in Northern Hemisphere and Southeast Asia. If temperature is included, drought characteristics are projected to increase over North America, Amazonia, central Europe and Asia, the Horn of Africa, India, and central Australia; if only precipitation is considered, they are found to decrease over those areas.Fil: Spinoni, Jonathan. Joint Research Centre; ItaliaFil: Barbosa, Paulo. Joint Research Centre; ItaliaFil: Bucchignani, Edoardo. Centro Euro Mediterraneo Sui Cambiamenti Climatici.; ItaliaFil: Cassano, John. State University of Colorado at Boulder; Estados UnidosFil: Cavazos, Tereza. Centro de Investigacion Cientifica y de Educacion Super; MéxicoFil: Christensen, Jens H.. Danish Meteorological Institute; DinamarcaFil: Christensen, Ole B.. Danish Meteorological Institute; DinamarcaFil: Coppola, Erika. The Abdus Salam. International Centre for Theoretical Physics; ItaliaFil: Evans, Jason. University of New South Wales. Faculty of Science; AustraliaFil: Geyer, Beate. Institute of Coastal Research; AlemaniaFil: Giorgi, Filippo. The Abdus Salam. International Centre for Theoretical Physics; ItaliaFil: Hadjinicolaou, Panos. Environment And Water Research Center; ChipreFil: Jacob, Daniela. Climate Service Center; AlemaniaFil: Katzfey, Jack. Commonwealth Scientific And Industrial Research Organis; AustraliaFil: Koenigk, Torben. Swedish Meteorological And Hydrological; SueciaFil: Laprise, René. Université du Québec a Montreal; CanadáFil: Lennard, Christopher J.. University of Cape Town; SudáfricaFil: Kurnaz, M. Levent. Bogazici University; TurquíaFil: Delei, L.I.. Chinese Academy of Sciences; República de ChinaFil: Llopart, Marta. Universidade Estadual Paulista Julio de Mesquita Filho; BrasilFil: McCormick, Niall. European Commission Joint Research Centre; EspañaFil: Naumann, Gustavo. European Commission Joint Research Centre; EspañaFil: Nikulin, Grigory. No especifíca;Fil: Ozturk, Tugba. No especifíca;Fil: Panitz, Hans Juergen. No especifíca;Fil: da Rocha, Rosmeri Porfirio. No especifíca;Fil: Rockel, Burkhardt. No especifíca;Fil: Solman, Silvina Alicia. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Centro de Investigaciones del Mar y la Atmósfera. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Centro de Investigaciones del Mar y la Atmósfera; ArgentinaFil: Syktus, Jozef. The University of Queensland; Australia. University of Queensland; AustraliaFil: Tangang, Fredolin. No especifíca;Fil: Vautard, Robert. No especifíca;Fil: Vautard, Robert. Centre National de la Recherche Scientifique; FranciaFil: Vogt, Jürgen V.. European Commission Joint Research Centre; EspañaFil: Winger, Katja. Université du Québec a Montreal; CanadáFil: Zittis, George. No especifíca;Fil: Dosio, Alessandro. No especifíca;Amer Meteorological Soc2020-05info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/144302Spinoni, Jonathan; Barbosa, Paulo; Bucchignani, Edoardo; Cassano, John; Cavazos, Tereza; et al.; Future global meteorological drought hot spots: A study based on CORDEX data; Amer Meteorological Soc; Journal Of Climate; 33; 9; 5-2020; 3635-36610894-8755CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/http://journals.ametsoc.org/doi/10.1175/JCLI-D-19-0084.1info:eu-repo/semantics/altIdentifier/doi/10.1175/JCLI-D-19-0084.1info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-15T15:11:50Zoai:ri.conicet.gov.ar:11336/144302instacron: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:34982025-10-15 15:11:50.949CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse |
dc.title.none.fl_str_mv |
Future global meteorological drought hot spots: A study based on CORDEX data |
title |
Future global meteorological drought hot spots: A study based on CORDEX data |
spellingShingle |
Future global meteorological drought hot spots: A study based on CORDEX data Spinoni, Jonathan REGIONAL CLIMATE MODELS DROUGHTS GLOBAL FUTURE SCENARIOS |
title_short |
Future global meteorological drought hot spots: A study based on CORDEX data |
title_full |
Future global meteorological drought hot spots: A study based on CORDEX data |
title_fullStr |
Future global meteorological drought hot spots: A study based on CORDEX data |
title_full_unstemmed |
Future global meteorological drought hot spots: A study based on CORDEX data |
title_sort |
Future global meteorological drought hot spots: A study based on CORDEX data |
dc.creator.none.fl_str_mv |
Spinoni, Jonathan Barbosa, Paulo Bucchignani, Edoardo Cassano, John Cavazos, Tereza Christensen, Jens H. Christensen, Ole B. Coppola, Erika Evans, Jason Geyer, Beate Giorgi, Filippo Hadjinicolaou, Panos Jacob, Daniela Katzfey, Jack Koenigk, Torben Laprise, René Lennard, Christopher J. Kurnaz, M. Levent Delei, L.I. Llopart, Marta McCormick, Niall Naumann, Gustavo Nikulin, Grigory Ozturk, Tugba Panitz, Hans Juergen da Rocha, Rosmeri Porfirio Rockel, Burkhardt Solman, Silvina Alicia Syktus, Jozef Tangang, Fredolin Vautard, Robert Vautard, Robert Vogt, Jürgen V. Winger, Katja Zittis, George Dosio, Alessandro |
author |
Spinoni, Jonathan |
author_facet |
Spinoni, Jonathan Barbosa, Paulo Bucchignani, Edoardo Cassano, John Cavazos, Tereza Christensen, Jens H. Christensen, Ole B. Coppola, Erika Evans, Jason Geyer, Beate Giorgi, Filippo Hadjinicolaou, Panos Jacob, Daniela Katzfey, Jack Koenigk, Torben Laprise, René Lennard, Christopher J. Kurnaz, M. Levent Delei, L.I. Llopart, Marta McCormick, Niall Naumann, Gustavo Nikulin, Grigory Ozturk, Tugba Panitz, Hans Juergen da Rocha, Rosmeri Porfirio Rockel, Burkhardt Solman, Silvina Alicia Syktus, Jozef Tangang, Fredolin Vautard, Robert Vogt, Jürgen V. Winger, Katja Zittis, George Dosio, Alessandro |
author_role |
author |
author2 |
Barbosa, Paulo Bucchignani, Edoardo Cassano, John Cavazos, Tereza Christensen, Jens H. Christensen, Ole B. Coppola, Erika Evans, Jason Geyer, Beate Giorgi, Filippo Hadjinicolaou, Panos Jacob, Daniela Katzfey, Jack Koenigk, Torben Laprise, René Lennard, Christopher J. Kurnaz, M. Levent Delei, L.I. Llopart, Marta McCormick, Niall Naumann, Gustavo Nikulin, Grigory Ozturk, Tugba Panitz, Hans Juergen da Rocha, Rosmeri Porfirio Rockel, Burkhardt Solman, Silvina Alicia Syktus, Jozef Tangang, Fredolin Vautard, Robert Vogt, Jürgen V. Winger, Katja Zittis, George Dosio, Alessandro |
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 author author author author |
dc.subject.none.fl_str_mv |
REGIONAL CLIMATE MODELS DROUGHTS GLOBAL FUTURE SCENARIOS |
topic |
REGIONAL CLIMATE MODELS DROUGHTS GLOBAL FUTURE SCENARIOS |
purl_subject.fl_str_mv |
https://purl.org/becyt/ford/1.5 https://purl.org/becyt/ford/1 |
dc.description.none.fl_txt_mv |
Two questions motivated this study: 1) Will meteorological droughts become more frequent and severe during the twenty-first century? 2) Given the projected global temperature rise, to what extent does the inclusion of temperature (in addition to precipitation) in drought indicators play a role in future meteorological droughts? To answer, we analyzed the changes in drought frequency, severity, and historically undocumented extreme droughts over 1981–2100, using the standardized precipitation index (SPI; including precipitation only) and standardized precipitation-evapotranspiration index (SPEI; indirectly including temperature), and under two representative concentration pathways (RCP4.5 and RCP8.5). As input data, we employed 103 high-resolution (0.448) simulations from the Coordinated Regional Climate Downscaling Experiment (CORDEX), based on a combination of 16 global circulation models (GCMs) and 20 regional circulation models (RCMs). This is the first study on global drought projections including RCMs based on such a large ensemble of RCMs. Based on precipitation only,;15% of the global land is likely to experience more frequent and severe droughts during 2071–2100 versus 1981–2010 for both scenarios. This increase is larger (;47% under RCP4.5,;49% under RCP8.5) when precipitation and temperature are used. Both SPI and SPEI project more frequent and severe droughts, especially under RCP8.5, over southern South America, the Mediterranean region, southern Africa, southeastern China, Japan, and southern Australia. A decrease in drought is projected for high latitudes in Northern Hemisphere and Southeast Asia. If temperature is included, drought characteristics are projected to increase over North America, Amazonia, central Europe and Asia, the Horn of Africa, India, and central Australia; if only precipitation is considered, they are found to decrease over those areas. Fil: Spinoni, Jonathan. Joint Research Centre; Italia Fil: Barbosa, Paulo. Joint Research Centre; Italia Fil: Bucchignani, Edoardo. Centro Euro Mediterraneo Sui Cambiamenti Climatici.; Italia Fil: Cassano, John. State University of Colorado at Boulder; Estados Unidos Fil: Cavazos, Tereza. Centro de Investigacion Cientifica y de Educacion Super; México Fil: Christensen, Jens H.. Danish Meteorological Institute; Dinamarca Fil: Christensen, Ole B.. Danish Meteorological Institute; Dinamarca Fil: Coppola, Erika. The Abdus Salam. International Centre for Theoretical Physics; Italia Fil: Evans, Jason. University of New South Wales. Faculty of Science; Australia Fil: Geyer, Beate. Institute of Coastal Research; Alemania Fil: Giorgi, Filippo. The Abdus Salam. International Centre for Theoretical Physics; Italia Fil: Hadjinicolaou, Panos. Environment And Water Research Center; Chipre Fil: Jacob, Daniela. Climate Service Center; Alemania Fil: Katzfey, Jack. Commonwealth Scientific And Industrial Research Organis; Australia Fil: Koenigk, Torben. Swedish Meteorological And Hydrological; Suecia Fil: Laprise, René. Université du Québec a Montreal; Canadá Fil: Lennard, Christopher J.. University of Cape Town; Sudáfrica Fil: Kurnaz, M. Levent. Bogazici University; Turquía Fil: Delei, L.I.. Chinese Academy of Sciences; República de China Fil: Llopart, Marta. Universidade Estadual Paulista Julio de Mesquita Filho; Brasil Fil: McCormick, Niall. European Commission Joint Research Centre; España Fil: Naumann, Gustavo. European Commission Joint Research Centre; España Fil: Nikulin, Grigory. No especifíca; Fil: Ozturk, Tugba. No especifíca; Fil: Panitz, Hans Juergen. No especifíca; Fil: da Rocha, Rosmeri Porfirio. No especifíca; Fil: Rockel, Burkhardt. No especifíca; Fil: Solman, Silvina Alicia. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Centro de Investigaciones del Mar y la Atmósfera. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Centro de Investigaciones del Mar y la Atmósfera; Argentina Fil: Syktus, Jozef. The University of Queensland; Australia. University of Queensland; Australia Fil: Tangang, Fredolin. No especifíca; Fil: Vautard, Robert. No especifíca; Fil: Vautard, Robert. Centre National de la Recherche Scientifique; Francia Fil: Vogt, Jürgen V.. European Commission Joint Research Centre; España Fil: Winger, Katja. Université du Québec a Montreal; Canadá Fil: Zittis, George. No especifíca; Fil: Dosio, Alessandro. No especifíca; |
description |
Two questions motivated this study: 1) Will meteorological droughts become more frequent and severe during the twenty-first century? 2) Given the projected global temperature rise, to what extent does the inclusion of temperature (in addition to precipitation) in drought indicators play a role in future meteorological droughts? To answer, we analyzed the changes in drought frequency, severity, and historically undocumented extreme droughts over 1981–2100, using the standardized precipitation index (SPI; including precipitation only) and standardized precipitation-evapotranspiration index (SPEI; indirectly including temperature), and under two representative concentration pathways (RCP4.5 and RCP8.5). As input data, we employed 103 high-resolution (0.448) simulations from the Coordinated Regional Climate Downscaling Experiment (CORDEX), based on a combination of 16 global circulation models (GCMs) and 20 regional circulation models (RCMs). This is the first study on global drought projections including RCMs based on such a large ensemble of RCMs. Based on precipitation only,;15% of the global land is likely to experience more frequent and severe droughts during 2071–2100 versus 1981–2010 for both scenarios. This increase is larger (;47% under RCP4.5,;49% under RCP8.5) when precipitation and temperature are used. Both SPI and SPEI project more frequent and severe droughts, especially under RCP8.5, over southern South America, the Mediterranean region, southern Africa, southeastern China, Japan, and southern Australia. A decrease in drought is projected for high latitudes in Northern Hemisphere and Southeast Asia. If temperature is included, drought characteristics are projected to increase over North America, Amazonia, central Europe and Asia, the Horn of Africa, India, and central Australia; if only precipitation is considered, they are found to decrease over those areas. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-05 |
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/11336/144302 Spinoni, Jonathan; Barbosa, Paulo; Bucchignani, Edoardo; Cassano, John; Cavazos, Tereza; et al.; Future global meteorological drought hot spots: A study based on CORDEX data; Amer Meteorological Soc; Journal Of Climate; 33; 9; 5-2020; 3635-3661 0894-8755 CONICET Digital CONICET |
url |
http://hdl.handle.net/11336/144302 |
identifier_str_mv |
Spinoni, Jonathan; Barbosa, Paulo; Bucchignani, Edoardo; Cassano, John; Cavazos, Tereza; et al.; Future global meteorological drought hot spots: A study based on CORDEX data; Amer Meteorological Soc; Journal Of Climate; 33; 9; 5-2020; 3635-3661 0894-8755 CONICET Digital CONICET |
dc.language.none.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
info:eu-repo/semantics/altIdentifier/url/http://journals.ametsoc.org/doi/10.1175/JCLI-D-19-0084.1 info:eu-repo/semantics/altIdentifier/doi/10.1175/JCLI-D-19-0084.1 |
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 |
dc.publisher.none.fl_str_mv |
Amer Meteorological Soc |
publisher.none.fl_str_mv |
Amer Meteorological Soc |
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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1846083266536275968 |
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12.891075 |