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Universal thermal climate index associations with mortality, hospital admissions, and road accidents in Bavaria
When meteorological conditions deviate from the optimal range for human well-being, the risks of illness, injury, and death increase, and such impacts are feared in particular with more frequent and intense extreme weather conditions resulting from climate change. Thermal indices, such as the univer...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8598056/ https://www.ncbi.nlm.nih.gov/pubmed/34788302 http://dx.doi.org/10.1371/journal.pone.0259086 |
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author | Ghada, Wael Estrella, Nicole Ankerst, Donna P. Menzel, Annette |
author_facet | Ghada, Wael Estrella, Nicole Ankerst, Donna P. Menzel, Annette |
author_sort | Ghada, Wael |
collection | PubMed |
description | When meteorological conditions deviate from the optimal range for human well-being, the risks of illness, injury, and death increase, and such impacts are feared in particular with more frequent and intense extreme weather conditions resulting from climate change. Thermal indices, such as the universal thermal climate index (UTCI), can better assess human weather-related stresses by integrating multiple weather components. This paper quantifies and compares the seasonal and spatial association of UTCI with mortality, morbidity, and road accidents in the federal state of Bavaria, Germany. Linear regression was applied to seasonally associate daily 56 million hospital admissions and 2.5 million death counts (1995–2015) as well as approximately 930,000 road accidents and 1.7 million people injured (2002–2015) with spatially interpolated same day- and lagged- (up to 14 days) average UTCI values. Additional linear regressions were performed stratifying by age, gender, region, and district. UTCI effects were clear in all three health outcomes studied: Increased UTCI resulted in immediate (1–2 days) rises in morbidity and even more strongly in mortality in summer, and lagged (up to 14 days) decreases in fall, winter, and spring. The strongest UTCI effects were found for road accidents where increasing UTCI led to immediate decreases in daily road accidents in winter but pronounced increases in all other seasons. Differences in UTCI effects were observed e.g. between in warmer north-western regions (Franconia, more districts with heat stress-related mortality, but hospital admissions for lung, heart and external reasons decreasing with summer heat stress), the touristic alpine regions in the south (immediate effect of increasing UTCI on road accidents in summer), and the colder south-eastern regions (increasing hospital admissions for lung, heart and external reasons in winter with UTCI). Districts with high percentages of elderly suffered from higher morbidity and mortality, particularly in winter. The influences of UTCI as well as the spatial and temporal patterns of this influence call for improved infrastructure planning and resource allocation in the health sector. |
format | Online Article Text |
id | pubmed-8598056 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-85980562021-11-18 Universal thermal climate index associations with mortality, hospital admissions, and road accidents in Bavaria Ghada, Wael Estrella, Nicole Ankerst, Donna P. Menzel, Annette PLoS One Research Article When meteorological conditions deviate from the optimal range for human well-being, the risks of illness, injury, and death increase, and such impacts are feared in particular with more frequent and intense extreme weather conditions resulting from climate change. Thermal indices, such as the universal thermal climate index (UTCI), can better assess human weather-related stresses by integrating multiple weather components. This paper quantifies and compares the seasonal and spatial association of UTCI with mortality, morbidity, and road accidents in the federal state of Bavaria, Germany. Linear regression was applied to seasonally associate daily 56 million hospital admissions and 2.5 million death counts (1995–2015) as well as approximately 930,000 road accidents and 1.7 million people injured (2002–2015) with spatially interpolated same day- and lagged- (up to 14 days) average UTCI values. Additional linear regressions were performed stratifying by age, gender, region, and district. UTCI effects were clear in all three health outcomes studied: Increased UTCI resulted in immediate (1–2 days) rises in morbidity and even more strongly in mortality in summer, and lagged (up to 14 days) decreases in fall, winter, and spring. The strongest UTCI effects were found for road accidents where increasing UTCI led to immediate decreases in daily road accidents in winter but pronounced increases in all other seasons. Differences in UTCI effects were observed e.g. between in warmer north-western regions (Franconia, more districts with heat stress-related mortality, but hospital admissions for lung, heart and external reasons decreasing with summer heat stress), the touristic alpine regions in the south (immediate effect of increasing UTCI on road accidents in summer), and the colder south-eastern regions (increasing hospital admissions for lung, heart and external reasons in winter with UTCI). Districts with high percentages of elderly suffered from higher morbidity and mortality, particularly in winter. The influences of UTCI as well as the spatial and temporal patterns of this influence call for improved infrastructure planning and resource allocation in the health sector. Public Library of Science 2021-11-17 /pmc/articles/PMC8598056/ /pubmed/34788302 http://dx.doi.org/10.1371/journal.pone.0259086 Text en © 2021 Ghada et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Ghada, Wael Estrella, Nicole Ankerst, Donna P. Menzel, Annette Universal thermal climate index associations with mortality, hospital admissions, and road accidents in Bavaria |
title | Universal thermal climate index associations with mortality, hospital admissions, and road accidents in Bavaria |
title_full | Universal thermal climate index associations with mortality, hospital admissions, and road accidents in Bavaria |
title_fullStr | Universal thermal climate index associations with mortality, hospital admissions, and road accidents in Bavaria |
title_full_unstemmed | Universal thermal climate index associations with mortality, hospital admissions, and road accidents in Bavaria |
title_short | Universal thermal climate index associations with mortality, hospital admissions, and road accidents in Bavaria |
title_sort | universal thermal climate index associations with mortality, hospital admissions, and road accidents in bavaria |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8598056/ https://www.ncbi.nlm.nih.gov/pubmed/34788302 http://dx.doi.org/10.1371/journal.pone.0259086 |
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