ArticleTemperature (Austin, Tex.)2023
Beyond heat exposure - new methods to quantify and link personal heat exposure, stress, and strain in diverse populations and climates: The journal
Article in Temperature (Austin, Tex.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Who Can Avoid the Heat? Inter-Individual Differences in 24-hr Heat Exposure Reveal Disparities in Heat Adaptation and Stress.GeoHealth · 2026Article
- Deadly heat stress conditions are already occurring for submission to Nature Communications.Nature communications · 2026Article
- Heat shock proteins in male infertility: recent advances and clinical implications.Frontiers in cell and developmental biology · 2026Review
- The development of an adaptive heat stress compensability classification applied to the United States.International journal of biometeorology · 2025Article
- Biological Mechanisms for Allen's Rule: DNA Methylation as Mediator of the Association Between In Utero Exposure to Environmental Heat and Tibial Growth in Childhood.American journal of human biology : the official journal of the Human Biology Council · 2025Article
- Advancing extreme heat risk assessments to better capture individually-experienced temperatures: A new approach to describe individual and subgroup vulnerabilities.Environmental health perspectives · 2025Article
- The Imperative for Hazard- and Place-Specific Assessment of Heat Vulnerability.Environmental health perspectives · 2025Article
- Association between wet-bulb globe temperature with peptic ulcer disease in different geographic regions in a large Taiwanese population study.BMC gastroenterology · 2025Article
- Aligning thermal physiology and biometeorological research for heat adaptation and resilience in a changing climate.Journal of applied physiology (Bethesda, Md. : 1985) · 2024Article
- Concurrent Heat and Air Pollution Exposures among People Experiencing Homelessness.Environmental health perspectives · 2024Article
- A physiological approach for assessing human survivability and liveability to heat in a changing climate.Nature communications · 2023Article
- Commonly used indices disagree about the effect of moisture on heat stress.NPJ climate and atmospheric science · 2023Article
- Humidity's Role in Heat-Related Health Outcomes: A Heated Debate.Environmental health perspectives · 2023Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Fine-scale personal heat exposure (PHE) information can help prevent or minimize weather-related deaths, illnesses, and reduced work productivity. Common methods to estimate heat risk do not simultaneously account for the intensity, frequency, and duration of thermal exposures, nor do they include inter-individual factors that modify physiological response. This study demonstrates new whole-body net thermal load estimations to link PHE to heat stress and strain over time. We apply a human-environment heat exchange model to examine how time-varying net thermal loads differ across climate contexts, personal attributes, and spatiotemporal scales. First, we investigate summertime climatic PHE impacts for three US cities: Phoenix, Miami, and New York. Second, we model body morphology and acclimatization for three profiles (middle-aged male/female; female >65 years). Finally, we quantify model sensitivity using representative data at synoptic and micro-scales. For all cases, we compare required and potential evaporative heat losses that can lead to dangerous thermal exposures based on (un)compensable heat stress. Results reveal misclassifications in heat stress or strain due to incomplete environmental data and assumed equivalent physiology and activities between people. Heat strain is most poorly represented by PHE alone for the elderly, non-acclimatized, those engaged in strenuous activities, and when negating solar radiation. Moreover, humid versus dry heat across climates elicits distinct thermal responses from the body. We outline criteria for inclusive PHE evaluations connecting heat exposure, stress, and strain while using physiological-based methods to avoid misclassifications. This work underlines the value of moving from "one-size-fits-all" thermal indices to "fit-for-purpose" approaches using personalized information.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.