Comparison of weather station and climate reanalysis data for modelling temperature-related mortality
Main Author: | |
---|---|
Publication Date: | 2022 |
Other Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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. |
id |
RCAP_acfb2ef0664d15ea487dee978c4762a7 |
---|---|
oai_identifier_str |
oai:repositorio.insa.pt:10400.18/8456 |
network_acronym_str |
RCAP |
network_name_str |
Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
repository_id_str |
https://opendoar.ac.uk/repository/7160 |
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 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 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.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 instacron:RCAAP |
instname_str |
FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia |
instacron_str |
RCAAP |
institution |
RCAAP |
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 |
_version_ |
1833599368357216256 |