Comparison of weather station and climate reanalysis data for modelling temperature-related mortality

Bibliographic Details
Main Author: Mistry, Malcolm N.
Publication Date: 2022
Other Authors: Schneider, Rochelle, Masselot, Pierre, Royé, Dominic, Armstrong, Ben, Kyselý, Jan, Orru, Hans, Sera, Francesco, Tong, Shilu, Lavigne, Éric, Urban, Aleš, Madureira, Joana, García-León, David, Ibarreta, Dolores, Ciscar, Juan-Carlos, Feyen, Luc, de Schrijver, Evan, de Sousa Zanotti Stagliorio Coelho, Micheline, Pascal, Mathilde, Tobias, Aurelio, Alahmad, Barrak, Abrutzky, Rosana, Saldiva, Paulo Hilario Nascimento, Correa, Patricia Matus, Orteg, Nicolás Valdés, Kan, Haidong, Osorio, Samuel, Indermitte, Ene, Jaakkola, Jouni J.K., Ryti, Niilo, Schneider, Alexandra, Huber, Veronika, Katsouyanni, Klea, Analitis, Antonis, Entezari, Alireza, Mayvaneh, Fatemeh, Michelozzi, Paola, de’Donato, Francesca, Hashizume, Masahiro, Kim, Yoonhee, Diaz, Magali Hurtado, De la Cruz Valencia, César, Overcenco, Ala, Houthuijs, Danny, Ameling, Caroline, Rao, Shilpa, Seposo, Xerxes, Nunes, Baltazar, Holobaca, Iulian-Horia, Kim, Ho, Lee, Whanhee, Íñiguez, Carmen, Forsberg, Bertil, Åström, Christofer, Ragettli, Martina S., Guo, Yue-Liang Leon, Chen, Bing-Yu, Colistro, Valentina, Zanobetti, Antonella, Schwartz, Joel, Dang, Tran Ngoc, Van Dung, Do, Guo, Yuming, Vicedo-Cabrera, Ana M., Gasparrini, Antonio
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10400.18/8456
Summary: Epidemiological analyses of health risks associated with non-optimal temperature are traditionally based on ground observations from weather stations that offer limited spatial and temporal coverage. Climate reanalysis represents an alternative option that provide complete spatio-temporal exposure coverage, and yet are to be systematically explored for their suitability in assessing temperature-related health risks at a global scale. Here we provide the first comprehensive analysis over multiple regions to assess the suitability of the most recent generation of reanalysis datasets for health impact assessments and evaluate their comparative performance against traditional station-based data. Our findings show that reanalysis temperature from the last ERA5 products generally compare well to station observations, with similar non-optimal temperature-related risk estimates. However, the analysis offers some indication of lower performance in tropical regions, with a likely underestimation of heat-related excess mortality. Reanalysis data represent a valid alternative source of exposure variables in epidemiological analyses of temperature-related risk.
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spelling Comparison of weather station and climate reanalysis data for modelling temperature-related mortalityMCCComparisonWeather StationClimate Reanalysis DataMortalityTemperatureDeterminantes da Saúde e da DoençaEpidemiological analyses of health risks associated with non-optimal temperature are traditionally based on ground observations from weather stations that offer limited spatial and temporal coverage. Climate reanalysis represents an alternative option that provide complete spatio-temporal exposure coverage, and yet are to be systematically explored for their suitability in assessing temperature-related health risks at a global scale. Here we provide the first comprehensive analysis over multiple regions to assess the suitability of the most recent generation of reanalysis datasets for health impact assessments and evaluate their comparative performance against traditional station-based data. Our findings show that reanalysis temperature from the last ERA5 products generally compare well to station observations, with similar non-optimal temperature-related risk estimates. However, the analysis offers some indication of lower performance in tropical regions, with a likely underestimation of heat-related excess mortality. Reanalysis data represent a valid alternative source of exposure variables in epidemiological analyses of temperature-related risk.Nature ResearchRepositório Científico do Instituto Nacional de SaúdeMistry, Malcolm N.Schneider, RochelleMasselot, PierreRoyé, DominicArmstrong, BenKyselý, JanOrru, HansSera, FrancescoTong, ShiluLavigne, ÉricUrban, AlešMadureira, JoanaGarcía-León, DavidIbarreta, DoloresCiscar, Juan-CarlosFeyen, Lucde Schrijver, Evande Sousa Zanotti Stagliorio Coelho, MichelinePascal, MathildeTobias, AurelioAlahmad, BarrakAbrutzky, RosanaSaldiva, Paulo Hilario NascimentoCorrea, Patricia MatusOrteg, Nicolás ValdésKan, HaidongOsorio, SamuelIndermitte, EneJaakkola, Jouni J.K.Ryti, NiiloSchneider, AlexandraHuber, VeronikaKatsouyanni, KleaAnalitis, AntonisEntezari, AlirezaMayvaneh, FatemehMichelozzi, Paolade’Donato, FrancescaHashizume, MasahiroKim, YoonheeDiaz, Magali HurtadoDe la Cruz Valencia, CésarOvercenco, AlaHouthuijs, DannyAmeling, CarolineRao, ShilpaSeposo, XerxesNunes, BaltazarHolobaca, Iulian-HoriaKim, HoLee, WhanheeÍñiguez, CarmenForsberg, BertilÅström, ChristoferRagettli, Martina S.Guo, Yue-Liang LeonChen, Bing-YuColistro, ValentinaZanobetti, AntonellaSchwartz, JoelDang, Tran NgocVan Dung, DoGuo, YumingVicedo-Cabrera, Ana M.Gasparrini, Antonio2023-01-25T12:50:29Z2022-03-252022-03-25T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.18/8456eng2045-232210.1038/s41598-022-09049-4info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-02-26T14:24:31Zoai:repositorio.insa.pt:10400.18/8456Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T21:39:42.995775Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Comparison of weather station and climate reanalysis data for modelling temperature-related mortality
title Comparison of weather station and climate reanalysis data for modelling temperature-related mortality
spellingShingle Comparison of weather station and climate reanalysis data for modelling temperature-related mortality
Mistry, Malcolm N.
MCC
Comparison
Weather Station
Climate Reanalysis Data
Mortality
Temperature
Determinantes da Saúde e da Doença
title_short Comparison of weather station and climate reanalysis data for modelling temperature-related mortality
title_full Comparison of weather station and climate reanalysis data for modelling temperature-related mortality
title_fullStr Comparison of weather station and climate reanalysis data for modelling temperature-related mortality
title_full_unstemmed Comparison of weather station and climate reanalysis data for modelling temperature-related mortality
title_sort Comparison of weather station and climate reanalysis data for modelling temperature-related mortality
author Mistry, Malcolm N.
author_facet Mistry, Malcolm N.
Schneider, Rochelle
Masselot, Pierre
Royé, Dominic
Armstrong, Ben
Kyselý, Jan
Orru, Hans
Sera, Francesco
Tong, Shilu
Lavigne, Éric
Urban, Aleš
Madureira, Joana
García-León, David
Ibarreta, Dolores
Ciscar, Juan-Carlos
Feyen, Luc
de Schrijver, Evan
de Sousa Zanotti Stagliorio Coelho, Micheline
Pascal, Mathilde
Tobias, Aurelio
Alahmad, Barrak
Abrutzky, Rosana
Saldiva, Paulo Hilario Nascimento
Correa, Patricia Matus
Orteg, Nicolás Valdés
Kan, Haidong
Osorio, Samuel
Indermitte, Ene
Jaakkola, Jouni J.K.
Ryti, Niilo
Schneider, Alexandra
Huber, Veronika
Katsouyanni, Klea
Analitis, Antonis
Entezari, Alireza
Mayvaneh, Fatemeh
Michelozzi, Paola
de’Donato, Francesca
Hashizume, Masahiro
Kim, Yoonhee
Diaz, Magali Hurtado
De la Cruz Valencia, César
Overcenco, Ala
Houthuijs, Danny
Ameling, Caroline
Rao, Shilpa
Seposo, Xerxes
Nunes, Baltazar
Holobaca, Iulian-Horia
Kim, Ho
Lee, Whanhee
Íñiguez, Carmen
Forsberg, Bertil
Åström, Christofer
Ragettli, Martina S.
Guo, Yue-Liang Leon
Chen, Bing-Yu
Colistro, Valentina
Zanobetti, Antonella
Schwartz, Joel
Dang, Tran Ngoc
Van Dung, Do
Guo, Yuming
Vicedo-Cabrera, Ana M.
Gasparrini, Antonio
author_role author
author2 Schneider, Rochelle
Masselot, Pierre
Royé, Dominic
Armstrong, Ben
Kyselý, Jan
Orru, Hans
Sera, Francesco
Tong, Shilu
Lavigne, Éric
Urban, Aleš
Madureira, Joana
García-León, David
Ibarreta, Dolores
Ciscar, Juan-Carlos
Feyen, Luc
de Schrijver, Evan
de Sousa Zanotti Stagliorio Coelho, Micheline
Pascal, Mathilde
Tobias, Aurelio
Alahmad, Barrak
Abrutzky, Rosana
Saldiva, Paulo Hilario Nascimento
Correa, Patricia Matus
Orteg, Nicolás Valdés
Kan, Haidong
Osorio, Samuel
Indermitte, Ene
Jaakkola, Jouni J.K.
Ryti, Niilo
Schneider, Alexandra
Huber, Veronika
Katsouyanni, Klea
Analitis, Antonis
Entezari, Alireza
Mayvaneh, Fatemeh
Michelozzi, Paola
de’Donato, Francesca
Hashizume, Masahiro
Kim, Yoonhee
Diaz, Magali Hurtado
De la Cruz Valencia, César
Overcenco, Ala
Houthuijs, Danny
Ameling, Caroline
Rao, Shilpa
Seposo, Xerxes
Nunes, Baltazar
Holobaca, Iulian-Horia
Kim, Ho
Lee, Whanhee
Íñiguez, Carmen
Forsberg, Bertil
Åström, Christofer
Ragettli, Martina S.
Guo, Yue-Liang Leon
Chen, Bing-Yu
Colistro, Valentina
Zanobetti, Antonella
Schwartz, Joel
Dang, Tran Ngoc
Van Dung, Do
Guo, Yuming
Vicedo-Cabrera, Ana M.
Gasparrini, Antonio
author2_role author
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author
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author
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dc.contributor.none.fl_str_mv Repositório Científico do Instituto Nacional de Saúde
dc.contributor.author.fl_str_mv Mistry, Malcolm N.
Schneider, Rochelle
Masselot, Pierre
Royé, Dominic
Armstrong, Ben
Kyselý, Jan
Orru, Hans
Sera, Francesco
Tong, Shilu
Lavigne, Éric
Urban, Aleš
Madureira, Joana
García-León, David
Ibarreta, Dolores
Ciscar, Juan-Carlos
Feyen, Luc
de Schrijver, Evan
de Sousa Zanotti Stagliorio Coelho, Micheline
Pascal, Mathilde
Tobias, Aurelio
Alahmad, Barrak
Abrutzky, Rosana
Saldiva, Paulo Hilario Nascimento
Correa, Patricia Matus
Orteg, Nicolás Valdés
Kan, Haidong
Osorio, Samuel
Indermitte, Ene
Jaakkola, Jouni J.K.
Ryti, Niilo
Schneider, Alexandra
Huber, Veronika
Katsouyanni, Klea
Analitis, Antonis
Entezari, Alireza
Mayvaneh, Fatemeh
Michelozzi, Paola
de’Donato, Francesca
Hashizume, Masahiro
Kim, Yoonhee
Diaz, Magali Hurtado
De la Cruz Valencia, César
Overcenco, Ala
Houthuijs, Danny
Ameling, Caroline
Rao, Shilpa
Seposo, Xerxes
Nunes, Baltazar
Holobaca, Iulian-Horia
Kim, Ho
Lee, Whanhee
Íñiguez, Carmen
Forsberg, Bertil
Åström, Christofer
Ragettli, Martina S.
Guo, Yue-Liang Leon
Chen, Bing-Yu
Colistro, Valentina
Zanobetti, Antonella
Schwartz, Joel
Dang, Tran Ngoc
Van Dung, Do
Guo, Yuming
Vicedo-Cabrera, Ana M.
Gasparrini, Antonio
dc.subject.por.fl_str_mv MCC
Comparison
Weather Station
Climate Reanalysis Data
Mortality
Temperature
Determinantes da Saúde e da Doença
topic MCC
Comparison
Weather Station
Climate Reanalysis Data
Mortality
Temperature
Determinantes da Saúde e da Doença
description Epidemiological analyses of health risks associated with non-optimal temperature are traditionally based on ground observations from weather stations that offer limited spatial and temporal coverage. Climate reanalysis represents an alternative option that provide complete spatio-temporal exposure coverage, and yet are to be systematically explored for their suitability in assessing temperature-related health risks at a global scale. Here we provide the first comprehensive analysis over multiple regions to assess the suitability of the most recent generation of reanalysis datasets for health impact assessments and evaluate their comparative performance against traditional station-based data. Our findings show that reanalysis temperature from the last ERA5 products generally compare well to station observations, with similar non-optimal temperature-related risk estimates. However, the analysis offers some indication of lower performance in tropical regions, with a likely underestimation of heat-related excess mortality. Reanalysis data represent a valid alternative source of exposure variables in epidemiological analyses of temperature-related risk.
publishDate 2022
dc.date.none.fl_str_mv 2022-03-25
2022-03-25T00:00:00Z
2023-01-25T12:50:29Z
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/10400.18/8456
url http://hdl.handle.net/10400.18/8456
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2045-2322
10.1038/s41598-022-09049-4
dc.rights.driver.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 Nature Research
publisher.none.fl_str_mv Nature Research
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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