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. Author manuscript; available in PMC: 2023 Mar 27.
Published in final edited form as: Int J Biometeorol. 2019 Feb 2;63(3):405–427. doi: 10.1007/s00484-019-01673-6

Table 1.

Examples of common direct and rationale indices of heat stress

Air temperature Heat index Humidex Wet Bulb Globe
Temperature (WBGT)
Universal Thermal
Climate Index
(UTCI)
Typea Direct Simplified rationale Direct Direct Rationale
Measured or derived Measured Derived Derived Derived Derived
Equation NA See footnoteb See footnoteb WBGT = 0.7Tnwb + 0.2Tg + 0.1Ta Mathematical model
Heat stress quantification Environmental inputsc T a Ta, RH, or Td Ta, vapor pressure or Td Ta, Tnwb, Tg, Vw Ta, Vw, RH, MRT
Model assumptions/-range of validity NA Shaded Shaded Sun exposure Sun exposure
Ta: 26.67–43.33 °C (80–110 °F) Ta: 21–43 °C (70–109 °F) Ta: wami weatherd Ta: all ranges
Humidity: RH ≥ 40% Humidity: vapor pressure > 10 mb Humidity: Tnwb range 5–40 °C Humidity: RH or vapor pressure, all ranges
MET = 180 W·m−2 MET: non-active MET: Nonspecific; the WBGT limit values set by ACGIH and ISO 7243 (2017) are used for resting (115 W), low (180 W), moderate (300 W), high (415 W), and very high (520 W) work rates. Differing work rates may be used in athletic or military situations based on easy, moderate, or hard work MET = 135 W m−2
Vw: wind speed and person movement = 2.57 m s−1 (5 kts) Vw: “ventilated” from wind speed Vw: natural ventilation, all ranges Vw: wind speed of 0.5–30.3 m s−1 and person movement of 1.1 m s−1
Clothing: trousers, T-shirt Clothing: unknown Clothing: “light” (0.60 clo)e Clothing: varies with Ta
Public data availability Common from weather station data Common; derived from weather standard station data Common; derived from weather standard station data Uncommon; in situ collection Less common, derived from standard weather station data plus solar radiation data
Ease of interpretation Simple Moderate Moderate Moderate Complex
Sample applications Some National Weather Service (NWS) forecast offices in arid climates use Ta to inform issuance of heat alerts, such as the HeatRisk tool in Phoenix Inform issuance of heat alerts via NWS Environment Canada issuance of heat alerts; CCOHS for outdoor work Used for activity modification in athletics, the military, and occupational safety General thermal comfort of population; occupational heat exposure
Reference(s) Hawkins et al. (2017) Rothfusz (1990) Masterton and Richardson (1979) Yaglou and Minard (1957) Bröde et al. (2012)
NOAA (2017) Hawkins et al. (2017) ISO 7243 (2017)
Armstrong et al. (2007)
NIOSH (2016)
Government of Canada (2017) Departments of Army and Air Force (2003)
ACGIH (2017)
CCOHS (2017)
b

Full equations can be found in Gosling et al. (2014)

c

Air temperature (Ta), relative humidity (RH), dew point temperature (Td), natural wet bulb temperature (Tnwb), globe temperature (Tg), mean radiant temperature (MRT), wind speed (Vw), and metabolic activity (MET)

d

ISO 7243 states that for accurate WBGT, the Tnwb should measure a range of 5–40 °C and the Tg should measure a range of 20–120 °C

e

WBGT can be adjusted for changes to clothing/equipment (see ISO 7243 (2017) and Havenith and Fiala (2015))

ACGIH the American Conference of Governmental Industrial Hygienists, CCOHS Canadian Centre for Occupational Health and Safety