Intercomparison of daily maximum and minimum temperature gridded products over mainland Spain

Data Availability Statement: In this study, no new data have been generated. PTI-Clima v0 and HUMID01 are currently not disclosed to the public; STEAD and Iberia01 are publicly available through the Digital.CSIC repository. Iberia01 is made available under the Open Database Licence; the ROCIO-IBEB d...

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Autores: Herrera, Sixto, González Rouco, Fidel, Serrano-Notivoli, Roberto, Garrido, Juan Luis, Beguería, Santiago, Gutiérrez, José M., Quintana-Seguí, Pere, Iturbide, Maialen, Rodríguez, Esteban, Morata, Ana, Peral, Candelas
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2025
País:España
Institución:Consejo Superior de Investigaciones Científicas (CSIC)
Repositorio:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/409272
Acceso en línea:http://hdl.handle.net/10261/409272
Access Level:acceso abierto
Palabra clave:Iberian Peninsula
Intercomparison
Interpolation
Mainland Spain
Maximum and minimum temperatures
http://metadata.un.org/sdg/13
Take urgent action to combat climate change and its impacts
datasets
climate variability
temperature data
Spain
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oai_identifier_str oai:digital.csic.es:10261/409272
network_acronym_str ES
network_name_str España
repository_id_str
dc.title.none.fl_str_mv Intercomparison of daily maximum and minimum temperature gridded products over mainland Spain
title Intercomparison of daily maximum and minimum temperature gridded products over mainland Spain
spellingShingle Intercomparison of daily maximum and minimum temperature gridded products over mainland Spain
Herrera, Sixto
Iberian Peninsula
Intercomparison
Interpolation
Mainland Spain
Maximum and minimum temperatures
http://metadata.un.org/sdg/13
Take urgent action to combat climate change and its impacts
datasets
climate variability
temperature data
Spain
title_short Intercomparison of daily maximum and minimum temperature gridded products over mainland Spain
title_full Intercomparison of daily maximum and minimum temperature gridded products over mainland Spain
title_fullStr Intercomparison of daily maximum and minimum temperature gridded products over mainland Spain
title_full_unstemmed Intercomparison of daily maximum and minimum temperature gridded products over mainland Spain
title_sort Intercomparison of daily maximum and minimum temperature gridded products over mainland Spain
dc.creator.none.fl_str_mv Herrera, Sixto
González Rouco, Fidel
Serrano-Notivoli, Roberto
Garrido, Juan Luis
Beguería, Santiago
Gutiérrez, José M.
Quintana-Seguí, Pere
Iturbide, Maialen
Rodríguez, Esteban
Morata, Ana
Peral, Candelas
author Herrera, Sixto
author_facet Herrera, Sixto
González Rouco, Fidel
Serrano-Notivoli, Roberto
Garrido, Juan Luis
Beguería, Santiago
Gutiérrez, José M.
Quintana-Seguí, Pere
Iturbide, Maialen
Rodríguez, Esteban
Morata, Ana
Peral, Candelas
author_role author
author2 González Rouco, Fidel
Serrano-Notivoli, Roberto
Garrido, Juan Luis
Beguería, Santiago
Gutiérrez, José M.
Quintana-Seguí, Pere
Iturbide, Maialen
Rodríguez, Esteban
Morata, Ana
Peral, Candelas
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Ministerio de Ciencia, Innovación y Universidades (España)
Agencia Estatal de Investigación (España)
European Commission
Beguería, Santiago [0000-0002-3974-2947]
Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv Iberian Peninsula
Intercomparison
Interpolation
Mainland Spain
Maximum and minimum temperatures
http://metadata.un.org/sdg/13
Take urgent action to combat climate change and its impacts
datasets
climate variability
temperature data
Spain
topic Iberian Peninsula
Intercomparison
Interpolation
Mainland Spain
Maximum and minimum temperatures
http://metadata.un.org/sdg/13
Take urgent action to combat climate change and its impacts
datasets
climate variability
temperature data
Spain
description Data Availability Statement: In this study, no new data have been generated. PTI-Clima v0 and HUMID01 are currently not disclosed to the public; STEAD and Iberia01 are publicly available through the Digital.CSIC repository. Iberia01 is made available under the Open Database Licence; the ROCIO-IBEB dataset is freely distributed for use in research work, and commercial use is not permitted (for information on the commercial use of this grid you must contact AEMET). The work and products carried out, in whole or in part, with this data must also be public and must be made available to the scientific community free of charge. Likewise, to guarantee access to the updated original source, redistribution of data to third parties is not permitted; the EMO-1arcmin dataset is provided under the licence Creative Commons Attribution 4.0 International; CHELSA-W5E5 is publicly available through the ISIMIP Repository under the CC0 1.0 Universal Public Domain Dedication licence; E-OBS v27e, ECMWF-ERA5-Land and CERRA-SFC datasets are publicly available from the Copernicus Climate Data Store under the terms of use defined for the Copernicus Products.
publishDate 2025
dc.date.none.fl_str_mv 2025
2025
2025
dc.type.none.fl_str_mv info:eu-repo/semantics/article
http://purl.org/coar/resource_type/c_6501
Publisher's version
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/10261/409272
url http://hdl.handle.net/10261/409272
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv #PLACEHOLDER_PARENT_METADATA_VALUE#
#PLACEHOLDER_PARENT_METADATA_VALUE#
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-111481RB-I00
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/RYC2021-034330-I
Herrera, Sixto; González Rouco, Fidel; Serrano-Notivoli, Roberto; Garrido, Juan Luis; Beguería, Santiago; Gutiérrez, José M.; Quintana-Seguí, Pere; Iturbide, Maialen; Rodríguez, Esteban; Morata, Ana; Peral, Candelas; 2025; Supporting Information: Intercomparison of daily maximum and minimum temperature gridded products over mainland Spain [Dataset]; Wiley-VCH; https://doi.org/10.1002/joc.70111
https://doi.org/10.1002/joc.70111
Sí
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv John Wiley & Sons
Royal Meteorological Society (Great Britain)
publisher.none.fl_str_mv John Wiley & Sons
Royal Meteorological Society (Great Britain)
dc.source.none.fl_str_mv reponame:DIGITAL.CSIC. Repositorio Institucional del CSIC
instname:Consejo Superior de Investigaciones Científicas (CSIC)
instname_str Consejo Superior de Investigaciones Científicas (CSIC)
reponame_str DIGITAL.CSIC. Repositorio Institucional del CSIC
collection DIGITAL.CSIC. Repositorio Institucional del CSIC
repository.name.fl_str_mv
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spelling Intercomparison of daily maximum and minimum temperature gridded products over mainland SpainHerrera, SixtoGonzález Rouco, FidelSerrano-Notivoli, RobertoGarrido, Juan LuisBeguería, SantiagoGutiérrez, José M.Quintana-Seguí, PereIturbide, MaialenRodríguez, EstebanMorata, AnaPeral, CandelasIberian PeninsulaIntercomparisonInterpolationMainland SpainMaximum and minimum temperatureshttp://metadata.un.org/sdg/13Take urgent action to combat climate change and its impactsdatasetsclimate variabilitytemperature dataSpainData Availability Statement: In this study, no new data have been generated. PTI-Clima v0 and HUMID01 are currently not disclosed to the public; STEAD and Iberia01 are publicly available through the Digital.CSIC repository. Iberia01 is made available under the Open Database Licence; the ROCIO-IBEB dataset is freely distributed for use in research work, and commercial use is not permitted (for information on the commercial use of this grid you must contact AEMET). The work and products carried out, in whole or in part, with this data must also be public and must be made available to the scientific community free of charge. Likewise, to guarantee access to the updated original source, redistribution of data to third parties is not permitted; the EMO-1arcmin dataset is provided under the licence Creative Commons Attribution 4.0 International; CHELSA-W5E5 is publicly available through the ISIMIP Repository under the CC0 1.0 Universal Public Domain Dedication licence; E-OBS v27e, ECMWF-ERA5-Land and CERRA-SFC datasets are publicly available from the Copernicus Climate Data Store under the terms of use defined for the Copernicus Products.The sensitivity to the observational reference has been reported in recent studies, highlighting the importance of observational uncertainty in climate research. These studies stress the importance of properly comparing available datasets, recognising their respective strengths and limitations. Here, we conduct a comprehensive analysis of the various datasets of maximum and minimum daily temperatures available for mainland Spain. We examined 10 publicly available daily gridded datasets of maximum and minimum temperatures, analysing multiple evaluation dimensions to identify the key strengths and limitations of each dataset: statistical distribution, extreme events, temporal structure and spells and spatial patterns. We conclude that observational uncertainty is greater for minimum temperatures than for maximum temperatures. This uncertainty is not strictly linked to the type of dataset (interpolation, analysis or reanalysis) or its spatial domain (national, European or global) but rather to specific datasets which vary depending on the analysis dimension. Overall, the most stable dataset across all evaluated indices is STEAD, whereas the PTI-Clima v0 dataset exhibits some underestimation of extremes and spells but performs well in capturing central parameters and temporal correlations.This study was supported by the MCIN/AEI (RYC2021-034330-I), Agencia Estatal de Investigación (PID2019-111481RB-I00) and European Commission – NextGenerationEU.Peer reviewedJohn Wiley & SonsRoyal Meteorological Society (Great Britain)Ministerio de Ciencia, Innovación y Universidades (España)Agencia Estatal de Investigación (España)European CommissionBeguería, Santiago [0000-0002-3974-2947]Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]202520252025info:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501Publisher's versioninfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10261/409272reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)Inglés#PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE#info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-111481RB-I00info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/RYC2021-034330-IHerrera, Sixto; González Rouco, Fidel; Serrano-Notivoli, Roberto; Garrido, Juan Luis; Beguería, Santiago; Gutiérrez, José M.; Quintana-Seguí, Pere; Iturbide, Maialen; Rodríguez, Esteban; Morata, Ana; Peral, Candelas; 2025; Supporting Information: Intercomparison of daily maximum and minimum temperature gridded products over mainland Spain [Dataset]; Wiley-VCH; https://doi.org/10.1002/joc.70111https://doi.org/10.1002/joc.70111Síinfo:eu-repo/semantics/openAccessoai:digital.csic.es:10261/4092722026-05-22T06:33:51Z
score 15,81155

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