Evaluation of earth system models outputs over the continental Portuguese coast: a historical comparison between CMIP5 and CMIP6
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , , , |
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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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 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
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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info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
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) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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