Global short-term mortality risk and burden associated with tropical cyclones from 1980 to 2019: a multi-country time-series study

Bibliographic Details
Main Author: Huang, WZ
Publication Date: 2023
Other Authors: Li, SS, Vogt, T, Xu, RB, Tong, SL, Molina, T, Masselot, P, Gasparrini, A, Armstrong, B, Pascal, M, Royé, D, Ng, CFS, Vicedo-Cabrera, AM, Schwartz, J, Lavigne, E, Kan, HD, Goodman, P, Zeka, A, Hashizume, M, Diaz, MH, Valencia, CD, Seposo, X, Nunes, B, Madureira, J, Kim, H, Lee, W, Tobias, A, Iñiguez, C, Guo, YL, Pan, SC, Zanobetti, A, Dang, TN, Dung, DV, Geiger, T, Otto, C, Johnson, A, Hales, S, Yu, P, Yang, ZY, Ritchie, EA, Guo, YM
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: https://hdl.handle.net/10216/154094
Summary: Background The global spatiotemporal pattern of mortality risk and burden attributable to tropical cyclones is unclear. We aimed to evaluate the global short-term mortality risk and burden associated with tropical cyclones from 1980 to 2019.Methods The wind speed associated with cyclones from 1980 to 2019 was estimated globally through a parametric wind field model at a grid resolution of 0 & BULL;5 & DEG;x 0 & BULL;5 & DEG;. A total of 341 locations with daily mortality and temperature data from 14 countries that experienced at least one tropical cyclone day (a day with maximum sustained wind speed associated with cyclones & GE;17 & BULL;5 m/s) during the study period were included. A conditional quasi-Poisson regression with distributed lag non-linear model was applied to assess the tropical cyclone-mortality association. A meta-regression model was fitted to evaluate potential contributing factors and estimate grid cell-specific tropical cyclone effects.Findings Tropical cyclone exposure was associated with an overall 6% (95% CI 4-8) increase in mortality in the first 2 weeks following exposure. Globally, an estimate of 97 430 excess deaths (95% empirical CI [eCI] 71 651-126 438) per decade were observed over the 2 weeks following exposure to tropical cyclones, accounting for 20 & BULL;7 (95% eCI 15 & BULL;2-26 & BULL;9) excess deaths per 100 000 residents (excess death rate) and 3 & BULL;3 (95% eCI 2 & BULL;4-4 & BULL;3) excess deaths per 1000 deaths (excess death ratio) over 1980-2019. The mortality burden exhibited substantial temporal and spatial variation. East Asia and south Asia had the highest number of excess deaths during 1980-2019: 28 744 (95% eCI 16 863-42 188) and 27 267 (21 157-34 058) excess deaths per decade, respectively. In contrast, the regions with the highest excess death ratios and rates were southeast Asia and Latin America and the Caribbean. From 1980-99 to 2000-19, marked increases in tropical cyclone-related excess death numbers were observed globally, especially for Latin America and the Caribbean and south Asia. Grid cell-level and country-level results revealed further heterogeneous spatiotemporal patterns such as the high and increasing tropical cyclone-related mortality burden in Caribbean countries or regions. Interpretation Globally, short-term exposure to tropical cyclones was associated with a significant mortality burden, with highly heterogeneous spatiotemporal patterns. In-depth exploration of tropical cyclone epidemiology for those countries and regions estimated to have the highest and increasing tropical cyclone-related mortality burdens is urgently needed to help inform the development of targeted actions against the increasing adverse health impacts of tropical cyclones under a changing climate.
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spelling Global short-term mortality risk and burden associated with tropical cyclones from 1980 to 2019: a multi-country time-series studyBackground The global spatiotemporal pattern of mortality risk and burden attributable to tropical cyclones is unclear. We aimed to evaluate the global short-term mortality risk and burden associated with tropical cyclones from 1980 to 2019.Methods The wind speed associated with cyclones from 1980 to 2019 was estimated globally through a parametric wind field model at a grid resolution of 0 & BULL;5 & DEG;x 0 & BULL;5 & DEG;. A total of 341 locations with daily mortality and temperature data from 14 countries that experienced at least one tropical cyclone day (a day with maximum sustained wind speed associated with cyclones & GE;17 & BULL;5 m/s) during the study period were included. A conditional quasi-Poisson regression with distributed lag non-linear model was applied to assess the tropical cyclone-mortality association. A meta-regression model was fitted to evaluate potential contributing factors and estimate grid cell-specific tropical cyclone effects.Findings Tropical cyclone exposure was associated with an overall 6% (95% CI 4-8) increase in mortality in the first 2 weeks following exposure. Globally, an estimate of 97 430 excess deaths (95% empirical CI [eCI] 71 651-126 438) per decade were observed over the 2 weeks following exposure to tropical cyclones, accounting for 20 & BULL;7 (95% eCI 15 & BULL;2-26 & BULL;9) excess deaths per 100 000 residents (excess death rate) and 3 & BULL;3 (95% eCI 2 & BULL;4-4 & BULL;3) excess deaths per 1000 deaths (excess death ratio) over 1980-2019. The mortality burden exhibited substantial temporal and spatial variation. East Asia and south Asia had the highest number of excess deaths during 1980-2019: 28 744 (95% eCI 16 863-42 188) and 27 267 (21 157-34 058) excess deaths per decade, respectively. In contrast, the regions with the highest excess death ratios and rates were southeast Asia and Latin America and the Caribbean. From 1980-99 to 2000-19, marked increases in tropical cyclone-related excess death numbers were observed globally, especially for Latin America and the Caribbean and south Asia. Grid cell-level and country-level results revealed further heterogeneous spatiotemporal patterns such as the high and increasing tropical cyclone-related mortality burden in Caribbean countries or regions. Interpretation Globally, short-term exposure to tropical cyclones was associated with a significant mortality burden, with highly heterogeneous spatiotemporal patterns. In-depth exploration of tropical cyclone epidemiology for those countries and regions estimated to have the highest and increasing tropical cyclone-related mortality burdens is urgently needed to help inform the development of targeted actions against the increasing adverse health impacts of tropical cyclones under a changing climate.Elsevier20232023-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/10216/154094eng2542-519610.1016/S2542-5196(23)00143-2Huang, WZLi, SSVogt, TXu, RBTong, SLMolina, TMasselot, PGasparrini, AArmstrong, BPascal, MRoyé, DNg, CFSVicedo-Cabrera, AMSchwartz, JLavigne, EKan, HDGoodman, PZeka, AHashizume, MDiaz, MHValencia, CDSeposo, XNunes, BMadureira, JKim, HLee, WTobias, AIñiguez, CGuo, YLPan, SCZanobetti, ADang, TNDung, DVGeiger, TOtto, CJohnson, AHales, SYu, PYang, ZYRitchie, EAGuo, YMinfo: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:RCAAP2025-02-27T16:54:25Zoai:repositorio-aberto.up.pt:10216/154094Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T21:56:42.995982Repositórios 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 Global short-term mortality risk and burden associated with tropical cyclones from 1980 to 2019: a multi-country time-series study
title Global short-term mortality risk and burden associated with tropical cyclones from 1980 to 2019: a multi-country time-series study
spellingShingle Global short-term mortality risk and burden associated with tropical cyclones from 1980 to 2019: a multi-country time-series study
Huang, WZ
title_short Global short-term mortality risk and burden associated with tropical cyclones from 1980 to 2019: a multi-country time-series study
title_full Global short-term mortality risk and burden associated with tropical cyclones from 1980 to 2019: a multi-country time-series study
title_fullStr Global short-term mortality risk and burden associated with tropical cyclones from 1980 to 2019: a multi-country time-series study
title_full_unstemmed Global short-term mortality risk and burden associated with tropical cyclones from 1980 to 2019: a multi-country time-series study
title_sort Global short-term mortality risk and burden associated with tropical cyclones from 1980 to 2019: a multi-country time-series study
author Huang, WZ
author_facet Huang, WZ
Li, SS
Vogt, T
Xu, RB
Tong, SL
Molina, T
Masselot, P
Gasparrini, A
Armstrong, B
Pascal, M
Royé, D
Ng, CFS
Vicedo-Cabrera, AM
Schwartz, J
Lavigne, E
Kan, HD
Goodman, P
Zeka, A
Hashizume, M
Diaz, MH
Valencia, CD
Seposo, X
Nunes, B
Madureira, J
Kim, H
Lee, W
Tobias, A
Iñiguez, C
Guo, YL
Pan, SC
Zanobetti, A
Dang, TN
Dung, DV
Geiger, T
Otto, C
Johnson, A
Hales, S
Yu, P
Yang, ZY
Ritchie, EA
Guo, YM
author_role author
author2 Li, SS
Vogt, T
Xu, RB
Tong, SL
Molina, T
Masselot, P
Gasparrini, A
Armstrong, B
Pascal, M
Royé, D
Ng, CFS
Vicedo-Cabrera, AM
Schwartz, J
Lavigne, E
Kan, HD
Goodman, P
Zeka, A
Hashizume, M
Diaz, MH
Valencia, CD
Seposo, X
Nunes, B
Madureira, J
Kim, H
Lee, W
Tobias, A
Iñiguez, C
Guo, YL
Pan, SC
Zanobetti, A
Dang, TN
Dung, DV
Geiger, T
Otto, C
Johnson, A
Hales, S
Yu, P
Yang, ZY
Ritchie, EA
Guo, YM
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
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dc.contributor.author.fl_str_mv Huang, WZ
Li, SS
Vogt, T
Xu, RB
Tong, SL
Molina, T
Masselot, P
Gasparrini, A
Armstrong, B
Pascal, M
Royé, D
Ng, CFS
Vicedo-Cabrera, AM
Schwartz, J
Lavigne, E
Kan, HD
Goodman, P
Zeka, A
Hashizume, M
Diaz, MH
Valencia, CD
Seposo, X
Nunes, B
Madureira, J
Kim, H
Lee, W
Tobias, A
Iñiguez, C
Guo, YL
Pan, SC
Zanobetti, A
Dang, TN
Dung, DV
Geiger, T
Otto, C
Johnson, A
Hales, S
Yu, P
Yang, ZY
Ritchie, EA
Guo, YM
description Background The global spatiotemporal pattern of mortality risk and burden attributable to tropical cyclones is unclear. We aimed to evaluate the global short-term mortality risk and burden associated with tropical cyclones from 1980 to 2019.Methods The wind speed associated with cyclones from 1980 to 2019 was estimated globally through a parametric wind field model at a grid resolution of 0 & BULL;5 & DEG;x 0 & BULL;5 & DEG;. A total of 341 locations with daily mortality and temperature data from 14 countries that experienced at least one tropical cyclone day (a day with maximum sustained wind speed associated with cyclones & GE;17 & BULL;5 m/s) during the study period were included. A conditional quasi-Poisson regression with distributed lag non-linear model was applied to assess the tropical cyclone-mortality association. A meta-regression model was fitted to evaluate potential contributing factors and estimate grid cell-specific tropical cyclone effects.Findings Tropical cyclone exposure was associated with an overall 6% (95% CI 4-8) increase in mortality in the first 2 weeks following exposure. Globally, an estimate of 97 430 excess deaths (95% empirical CI [eCI] 71 651-126 438) per decade were observed over the 2 weeks following exposure to tropical cyclones, accounting for 20 & BULL;7 (95% eCI 15 & BULL;2-26 & BULL;9) excess deaths per 100 000 residents (excess death rate) and 3 & BULL;3 (95% eCI 2 & BULL;4-4 & BULL;3) excess deaths per 1000 deaths (excess death ratio) over 1980-2019. The mortality burden exhibited substantial temporal and spatial variation. East Asia and south Asia had the highest number of excess deaths during 1980-2019: 28 744 (95% eCI 16 863-42 188) and 27 267 (21 157-34 058) excess deaths per decade, respectively. In contrast, the regions with the highest excess death ratios and rates were southeast Asia and Latin America and the Caribbean. From 1980-99 to 2000-19, marked increases in tropical cyclone-related excess death numbers were observed globally, especially for Latin America and the Caribbean and south Asia. Grid cell-level and country-level results revealed further heterogeneous spatiotemporal patterns such as the high and increasing tropical cyclone-related mortality burden in Caribbean countries or regions. Interpretation Globally, short-term exposure to tropical cyclones was associated with a significant mortality burden, with highly heterogeneous spatiotemporal patterns. In-depth exploration of tropical cyclone epidemiology for those countries and regions estimated to have the highest and increasing tropical cyclone-related mortality burdens is urgently needed to help inform the development of targeted actions against the increasing adverse health impacts of tropical cyclones under a changing climate.
publishDate 2023
dc.date.none.fl_str_mv 2023
2023-01-01T00:00:00Z
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 https://hdl.handle.net/10216/154094
url https://hdl.handle.net/10216/154094
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language eng
dc.relation.none.fl_str_mv 2542-5196
10.1016/S2542-5196(23)00143-2
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dc.format.none.fl_str_mv application/pdf
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