Heat index and adjusted temperature as surrogates for wet bulb globe temperature to screen for occupational heat stress
Abstract
Ambient temperature and relative humidity are readily ava-ilable and thus tempting metrics for heat stress assessment. Two methods of using air temperature and relative humidity to create an index are Heat Index and Adjusted Temperature. The purposes of this article are: (1) to examine how well Heat Index and Adjusted Temperature estimated the wet bulb globe temperature (WBGT) index, and (2) to suggest how Heat Index and Adjusted Temperature can be used to screen for heat stress level. Psychrometric relationships were used to estimate values of actual WBGT for conditions of air temperature, relative humidity, and radiant heat at an air speed of 0.5 m/s. A relationship between Heat Index [°F] and WBGT [°C] was described by WBGT = -0.0034 HI(2) + 0.96 HI - 34. At lower Heat Index values, the equation estimated WBGTs that were ± 2 °C-WBGT around the actual value, and to about ± 0.5 °C-WBGT for Heat Index values > 100 °F. A relationship between Adjusted Temperature [°F] and WBGT [°C] was described by WBGT = 0.45 Tadj - 16. The actual WBGT was between 1 °C-WBGT below the estimated value and 1.4 °C-WBGT above. That is, there was a slight bias toward overestimating WBGT from Adjusted Temperature. Heat stress screening tables were constructed for metabolic rates of 180, 300, and 450 W. The screening decisions were divided into four categories: (1) < alert limit, (2) < exposure limit, (3) hourly time-weighted averages (TWAs) of work and recovery, and (4) a caution zone for an exposure > exposure limit at rest. The authors do not recommend using Heat Index or Adjusted Temperature instead of WBGT, but they may be used to screen for circumstances when a more detailed analysis using WBGT is appropriate. A particular weakness is accounting for radiant heat; and neither air speed nor clothing was considered.
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The WBGT index incorporates radiant heat, while the HI and HD indices do not.
“The WBGT index incorporates radiant heat, while the other two indices do not.”
From Assessment of Heat Stress Exposure among Construction Workers in the Hot Desert Climate of Saudi Arabia (2019) · cites this paper as Bernard and Iheanacho, 2015
Cites
Modeling the Wet Bulb Globe Temperature Using Standard Meteorological Measurements
Liljegren, J. C., Carhart, R. A., Lawday, P., Tschopp, S., & Sharp, R. (2008) · Journal of Occupational and Environmental Hygiene · doi:10.1080/15459620802310770 · Cited by 404 · cited 1× · see citing works
“For direct sunlight, the peak difference could be closer to 12◦C (22◦F).(15,22,23) The result would be an under-estimation of WBGT by 1.”
BackgroundCalculating Workplace WBGT from Meteorological Data: A Tool for Climate Change Assessment
LEMKE, B., & KJELLSTROM, T. (2012) · Industrial Health · doi:10.2486/indhealth.ms1352 · Cited by 394 · see citing works
Prediction of Workplace Wet Bulb Global Temperature
Bernard, T. E. (1999) · Applied Occupational and Environmental Hygiene · doi:10.1080/104732299303296 · Cited by 128 · see citing works
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Al-Bouwarthan, M., Quinn, M. M., Kriebel, D., & Wegman, D. H. (2019) · Annals of Work Exposures and Health · doi:10.1093/annweh/wxz033 · Cited by 144 · see citing works
- Authors
- Bernard, T. E., & Iheanacho, I.
- Affiliations
- University of South Florida (US)
- Corresponding author
- Bernard, Thomas E.
- ORCID
- Bernard, Thomas E.
- Venue
- Journal of Occupational and Environmental Hygiene
- Publisher
- Informa UK Limited
- Published
- 2015-04-15
- Volume
- 12
- Issue
- 5
- Pages
- 323-333
- ISSN
- 1545-9624 (ISSN-L)
- 1545-9632
- OpenAlex
- W1993156348
- Cited by
- 58
- References
- 3
- Citations by year
- 2026: 18 · 2025: 7 · 2024: 5 · 2023: 3 · 2022: 4 · 2021: 6 · 2020: 3 · 2019: 5 · 2018: 3 · 2017: 1 · 2016: 3
- FWCI
- 1.72
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Occupational and Environmental Hygiene (publishedVersion)
- PubMed (publishedVersion)
- Funders
- U.S. Forest Service
- National Institute for Occupational Safety and Health (CDC/NIOSH T42-OH008438, T42 OH 008438)
- Topics
- Health Sciences › Medicine › Physiology › Thermoregulation and physiological responses
- Health Sciences › Health Professions › Occupational Therapy › Occupational Health and Safety in Workplaces
- Life Sciences › Agricultural and Biological Sciences › Animal Science and Zoology › Effects of Environmental Stressors on Livestock
- Keywords
- heat index, wet bulb globe temperature, occupational heat stress, relative humidity, air temperature, thermal radiation, metabolic rate, exposure limits, time-weighted average exposure
- MeSH terms
- Energy Metabolism, Environmental Monitoring, Hot Temperature, Humans, Humidity, Occupational Exposure, Heat Stress Disorders
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