ArticlePLoS medicine2024
Tropical cyclone-specific mortality risks and the periods of concern: A multicountry time-series study.
Article in PLoS medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Tropical cyclones and acute coronary syndromes: a Chinese nationwide study.European heart journal · 2026Article
- Evolution of Long-Term Social Vulnerability After Tropical Cyclones in the United States.GeoHealth · 2026Article
- Tropical cyclone exposure and risk of adverse birth outcomes in urban and rural areas of Georgia.Environmental research communications · 2026Article
- Epigenome-wide analysis of DNA-methylation signatures following climate-related disasters.BMC medicine · 2026Article
- The Underexplored Patterns of Respiratory Risks Associated With Climate Disasters.Respirology (Carlton, Vic.) · 2026Article
- Cause specific mortality risks associated with tropical cyclones in multiple countries and territories: two stage, time series study.BMJ (Clinical research ed.) · 2025Article
- Climate-related disasters and biological aging based on DNA methylation: a twin and family study in Australian women.International journal of epidemiology · 2025Article
- Cyclone exposure and mortality risk of children under 5 years old: An observational study in 34 low- and middle-income countries.PLoS medicine · 2025Observational
- A scoping review and thematic analysis of the effects of tropical cyclones on diarrheal diseases.Environmental epidemiology (Philadelphia, Pa.) · 2025Review
- The Multi-Country Multi-City Collaborative Research Network: An international research consortium investigating environment, climate, and health.Environmental epidemiology (Philadelphia, Pa.) · 2024Article
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24 authors.
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Abstract
backgroundMore intense tropical cyclones (TCs) are expected in the future under a warming climate scenario, but little is known about their mortality effect pattern across countries and over decades. We aim to evaluate the TC-specific mortality risks, periods of concern (POC) and characterize the spatiotemporal pattern and exposure-response (ER) relationships on a multicountry scale. METHODS AND
findingsDaily all-cause, cardiovascular, and respiratory mortality among the general population were collected from 494 locations in 18 countries or territories during 1980 to 2019. Daily TC exposures were defined when the maximum sustained windspeed associated with a TC was ≥34 knots using a parametric wind field model at a 0.5° × 0.5° resolution. We first estimated the TC-specific mortality risks and POC using an advanced flexible statistical framework of mixed Poisson model, accounting for the population changes, natural variation, seasonal and day of the week effects. Then, a mixed meta-regression model was used to pool the TC-specific mortality risks to estimate the overall and country-specific ER relationships of TC characteristics (windspeed, rainfall, and year) with mortality. Overall, 47.7 million all-cause, 15.5 million cardiovascular, and 4.9 million respiratory deaths and 382 TCs were included in our analyses. An overall average POC of around 20 days was observed for TC-related all-cause and cardiopulmonary mortality, with relatively longer POC for the United States of America, Brazil, and Taiwan (>30 days). The TC-specific relative risks (RR) varied substantially, ranging from 1.04 to 1.42, 1.07 to 1.77, and 1.12 to 1.92 among the top 100 TCs with highest RRs for all-cause, cardiovascular, and respiratory mortality, respectively. At country level, relatively higher TC-related mortality risks were observed in Guatemala, Brazil, and New Zealand for all-cause, cardiovascular, and respiratory mortality, respectively. We found an overall monotonically increasing and approximately linear ER curve of TC-related maximum sustained windspeed and cumulative rainfall with mortality, with heterogeneous patterns across countries and regions. The TC-related mortality risks were generally decreasing from 1980 to 2019, especially for the Philippines, Taiwan, and the USA, whereas potentially increasing trends in TC-related all-cause and cardiovascular mortality risks were observed for Japan.
conclusionsThe TC mortality risks and POC varied greatly across TC events, locations, and countries. To minimize the TC-related health burdens, targeted strategies are particularly needed for different countries and regions, integrating epidemiological evidence on region-specific POC and ER curves that consider across-TC variability.
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