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Article

Determinants of Spatial Variation in Vulnerability to Extreme Temperatures in Austria from 1970 to 2020

1
Department for Environmental Health, Center for Public Health, Medical University of Vienna, 1090 Vienna, Austria
2
Karakalpakstan Medical Institute, Nukus 230100, Uzbekistan
3
Wegener Center for Climate and Global Change, University of Graz, 8010 Graz, Austria
*
Author to whom correspondence should be addressed.
Climate 2026, 14(1), 16; https://doi.org/10.3390/cli14010016
Submission received: 3 December 2025 / Revised: 12 January 2026 / Accepted: 12 January 2026 / Published: 13 January 2026
(This article belongs to the Section Weather, Events and Impacts)

Abstract

Vulnerability to heat and cold is influenced by many characteristics. This study analyzed determinants of vulnerability at the district level in the whole of Austria. Daily deaths (1970–2020) and daily temperatures per district were entered into time series models using negative binomial General Additive Models controlling for long-term and seasonal trends and for the day of the week. District-wise effect estimates of 111 districts in total were entered into linear meta-regression models seeking determinants of inter-district variation in heat and cold vulnerability. Generally, temperature effects on the daily number of deaths were highly significant in all districts, with higher death rates occurring when the same-day temperature exceeded a clear threshold and higher death rates with declining temperature averaged over the previous 14 days, in that case not showing any clear threshold effect. A higher heat vulnerability was observed for more densely populated areas, especially for the city of Vienna, for districts with a higher percentage of singles, of homeless people, of unemployed, and of migrants. Surprisingly, a higher percentage of outdoor workers seemed to be protective. Higher cold vulnerability was found for an increasingly autochthonous population, for districts with a higher employment rate, with more commuters, more agricultural workers, and more green spaces.
Keywords: temperature extremes; vulnerability; mortality; district-wise determinants; meta-regression temperature extremes; vulnerability; mortality; district-wise determinants; meta-regression

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MDPI and ACS Style

Moshammer, H.; Jury, M.; Hutter, H.-P.; Wallner, P. Determinants of Spatial Variation in Vulnerability to Extreme Temperatures in Austria from 1970 to 2020. Climate 2026, 14, 16. https://doi.org/10.3390/cli14010016

AMA Style

Moshammer H, Jury M, Hutter H-P, Wallner P. Determinants of Spatial Variation in Vulnerability to Extreme Temperatures in Austria from 1970 to 2020. Climate. 2026; 14(1):16. https://doi.org/10.3390/cli14010016

Chicago/Turabian Style

Moshammer, Hanns, Martin Jury, Hans-Peter Hutter, and Peter Wallner. 2026. "Determinants of Spatial Variation in Vulnerability to Extreme Temperatures in Austria from 1970 to 2020" Climate 14, no. 1: 16. https://doi.org/10.3390/cli14010016

APA Style

Moshammer, H., Jury, M., Hutter, H.-P., & Wallner, P. (2026). Determinants of Spatial Variation in Vulnerability to Extreme Temperatures in Austria from 1970 to 2020. Climate, 14(1), 16. https://doi.org/10.3390/cli14010016

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