Evaluation of earth system models outputs over the continental Portuguese coast: a historical comparison between CMIP5 and CMIP6

Detalhes bibliográficos
Autor(a) principal: Pereira, Humberto
Data de Publicação: 2023
Outros Autores: Picado, Ana, Sousa, Magda C., Alvarez, Ines, Dias, João M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/37794
Resumo: In the last decades, climate change has been accelerating, affecting, directly and indirectly, the environment, animal habitats, and daily human life. Earth System Models (ESMs) are valuable tools for studying these impacts, and their performance over coastal regions is critical for understanding how physical and biogeochemical processes are evolving through time and how they may change in the future. The continental Portuguese coast, characterized by an important upwelling system, hosts highly productive and nutrient-rich regions with a large diversity of transitional habitats and systems. Therefore, this study aims to evaluate and score the ESMs from the 5th and 6th phases of the Coupled Model Intercomparison Project that better reproduce, simultaneously, physical and biogeochemical ocean properties along the continental Portuguese coast. The analysis was carried out through the computation of a score (SR) between CMIP historical outputs and data from the Iberian-Biscay-Ireland ocean reanalysis system at four selected locations along the coast, considering two physical and four biochemical variables. Results reveal that ESMs perform better for the physical properties than for the biochemical ones, as well as lower differences and variance between CMIP6 models, reflecting an improvement from CMIP5. The Max Planck Institute (MPI) models obtained the best overall classification by delivering a consistently good performance for all variables.
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spelling Evaluation of earth system models outputs over the continental Portuguese coast: a historical comparison between CMIP5 and CMIP6CMIPESMs performanceEvaluation scoreHydrographyBiogeochemistryIn the last decades, climate change has been accelerating, affecting, directly and indirectly, the environment, animal habitats, and daily human life. Earth System Models (ESMs) are valuable tools for studying these impacts, and their performance over coastal regions is critical for understanding how physical and biogeochemical processes are evolving through time and how they may change in the future. The continental Portuguese coast, characterized by an important upwelling system, hosts highly productive and nutrient-rich regions with a large diversity of transitional habitats and systems. Therefore, this study aims to evaluate and score the ESMs from the 5th and 6th phases of the Coupled Model Intercomparison Project that better reproduce, simultaneously, physical and biogeochemical ocean properties along the continental Portuguese coast. The analysis was carried out through the computation of a score (SR) between CMIP historical outputs and data from the Iberian-Biscay-Ireland ocean reanalysis system at four selected locations along the coast, considering two physical and four biochemical variables. Results reveal that ESMs perform better for the physical properties than for the biochemical ones, as well as lower differences and variance between CMIP6 models, reflecting an improvement from CMIP5. The Max Planck Institute (MPI) models obtained the best overall classification by delivering a consistently good performance for all variables.Elsevier2023-05-19T11:12:57Z2023-08-01T00:00:00Z2023-08info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/37794eng1463-500310.1016/j.ocemod.2023.102207Pereira, HumbertoPicado, AnaSousa, Magda C.Alvarez, InesDias, João M.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T12:13:52Zoai:ria.ua.pt:10773/37794Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:08:23.780419Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Evaluation of earth system models outputs over the continental Portuguese coast: a historical comparison between CMIP5 and CMIP6
title Evaluation of earth system models outputs over the continental Portuguese coast: a historical comparison between CMIP5 and CMIP6
spellingShingle Evaluation of earth system models outputs over the continental Portuguese coast: a historical comparison between CMIP5 and CMIP6
Pereira, Humberto
CMIP
ESMs performance
Evaluation score
Hydrography
Biogeochemistry
title_short Evaluation of earth system models outputs over the continental Portuguese coast: a historical comparison between CMIP5 and CMIP6
title_full Evaluation of earth system models outputs over the continental Portuguese coast: a historical comparison between CMIP5 and CMIP6
title_fullStr Evaluation of earth system models outputs over the continental Portuguese coast: a historical comparison between CMIP5 and CMIP6
title_full_unstemmed Evaluation of earth system models outputs over the continental Portuguese coast: a historical comparison between CMIP5 and CMIP6
title_sort Evaluation of earth system models outputs over the continental Portuguese coast: a historical comparison between CMIP5 and CMIP6
author Pereira, Humberto
author_facet Pereira, Humberto
Picado, Ana
Sousa, Magda C.
Alvarez, Ines
Dias, João M.
author_role author
author2 Picado, Ana
Sousa, Magda C.
Alvarez, Ines
Dias, João M.
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Pereira, Humberto
Picado, Ana
Sousa, Magda C.
Alvarez, Ines
Dias, João M.
dc.subject.por.fl_str_mv CMIP
ESMs performance
Evaluation score
Hydrography
Biogeochemistry
topic CMIP
ESMs performance
Evaluation score
Hydrography
Biogeochemistry
description In the last decades, climate change has been accelerating, affecting, directly and indirectly, the environment, animal habitats, and daily human life. Earth System Models (ESMs) are valuable tools for studying these impacts, and their performance over coastal regions is critical for understanding how physical and biogeochemical processes are evolving through time and how they may change in the future. The continental Portuguese coast, characterized by an important upwelling system, hosts highly productive and nutrient-rich regions with a large diversity of transitional habitats and systems. Therefore, this study aims to evaluate and score the ESMs from the 5th and 6th phases of the Coupled Model Intercomparison Project that better reproduce, simultaneously, physical and biogeochemical ocean properties along the continental Portuguese coast. The analysis was carried out through the computation of a score (SR) between CMIP historical outputs and data from the Iberian-Biscay-Ireland ocean reanalysis system at four selected locations along the coast, considering two physical and four biochemical variables. Results reveal that ESMs perform better for the physical properties than for the biochemical ones, as well as lower differences and variance between CMIP6 models, reflecting an improvement from CMIP5. The Max Planck Institute (MPI) models obtained the best overall classification by delivering a consistently good performance for all variables.
publishDate 2023
dc.date.none.fl_str_mv 2023-05-19T11:12:57Z
2023-08-01T00:00:00Z
2023-08
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10773/37794
url http://hdl.handle.net/10773/37794
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1463-5003
10.1016/j.ocemod.2023.102207
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dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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