Authors
Manpreet Singh, Lahcen Akerkouch, Margaret C Morrissey, Michael R Szymanski, Erica M Filep, Sean Langan, Douglas J Casa, Jaques Reifman, Jose E Rubio
Published in
Scientific reports. Jul 11, 2026. Epub Jul 11, 2026.
Abstract
Prolonged exposure to Arctic-like conditions can lead to adverse physiological outcomes, significantly affecting the health, performance, and operational readiness of civilians and military personnel. In this study, we extended our previously developed, anatomically realistic, three-dimensional thermoregulatory virtual human model to more comprehensively predict changes in core body temperature and skin temperature of peripheral body regions (dorsum hand, fingertip, face, dorsum foot, and toe-tip) and the cheek under extreme cold-air temperatures down to -40.0 °C and wind speeds ranging from 0.1 to 3.0 m·s-1. To assess model performance, we computed the root mean square error (RMSE) between model predictions and experimental data as well as the fraction of model predictions that lie within two standard errors of the mean experimental data from eight cold-air exposure studies involving 75 unique subjects. Overall, we observed a reasonable agreement between model predictions and the experimental measurements, with average RMSEs of about 0.2 °C for core body temperature, 0.5 to 1.8 °C for mean skin, 1.6 to 2.7 °C for fingertip, 1.2 to 3.5 °C for toe-tip, and 2.1 to 2.7 °C for cheek skin temperature. As such, the extended model can serve as a valuable tool to inform the development of guidelines to help mitigate the risk of cold-related injuries during prolonged exposures to extreme-cold environments.
PMID:
42436168
Bibliographic data and abstract were imported from PubMed on 12 Jul 2026.
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