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. 2022 Jun 17;9(1):326.
doi: 10.1038/s41597-022-01405-3.

Wet-Bulb Globe Temperature, Universal Thermal Climate Index, and Other Heat Metrics for US Counties, 2000-2020

Affiliations

Wet-Bulb Globe Temperature, Universal Thermal Climate Index, and Other Heat Metrics for US Counties, 2000-2020

Keith R Spangler et al. Sci Data. .

Abstract

Epidemiologic research on extreme heat consistently finds significant impacts on human morbidity and mortality. However, most of these analyses do not use spatially explicit measures of heat (typically assessing exposures at major cities using the nearest weather station), and they frequently consider only ambient temperature or heat index. The field is moving toward more expansive analyses that use spatially resolved gridded meteorological datasets and alternative assessments of heat, such as wet-bulb globe temperature (WBGT) and universal thermal climate index (UTCI), both of which require technical geoscientific skills that may be inaccessible to many public health researchers. To facilitate research in this domain, we created a database of population-weighted, spatially explicit daily heat metrics - including WBGT, UTCI, heat index, dewpoint temperature, net effective temperature, and humidex - for counties in the conterminous United States derived from the ERA5-Land gridded data set and using previously validated equations and algorithms. We also provide an R package to calculate these metrics, including gold-standard algorithms for estimating WBGT and UTCI, to facilitate replication.

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Conflict of interest statement

Dr. Wellenius has received consulting income from the Health Effects Institute (Boston, MA) and recently served as a paid visiting scientist at Google LLC (Mountain View, CA). The authors declare that they have no competing conflicts of interest with respect to the content of this manuscript.

Figures

Fig. 1
Fig. 1
Schematic overview of the creation of the heatmetrics database.

References

    1. Sarofim, M. C. et al. In The Impacts of Climate Change on Human Health in the United States: A Scientific Assessment (ed. Crimmins, A. et al.) Ch. 2: Temperature-related death and illness 10.7930/J0MG7MDX (U.S. Global Change Research Program, 2016).
    1. Gasparrini A, et al. Temporal Variation in Heat-Mortality Associations: A Multicountry Study. Environ. Health Persp. 2015;123:1200–1207. doi: 10.1289/ehp.1409070. - DOI - PMC - PubMed
    1. Medina-Ramon M, Schwartz J. Temperature, temperature extremes, and mortality: a study of acclimatisation and effect modification in 50 US cities. Occup. Environ. Med. 2007;64:827–833. doi: 10.1136/oem.2007.033175. - DOI - PMC - PubMed
    1. Knowlton K, et al. The 2006 California heat wave: impacts on hospitalizations and emergency department visits. Environ. Health Persp. 2009;117:61–67. doi: 10.1289/ehp.11594. - DOI - PMC - PubMed
    1. Bobb JF, Peng RD, Bell ML, Dominici F. Heat-related mortality and adaptation to heat in the United States. Environ. Health Persp. 2014;122:811–816. doi: 10.1289/ehp.1307392. - DOI - PMC - PubMed