IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v20y2023i15p6531-d1211217.html
   My bibliography  Save this article

Broad Scale Spatial Modelling of Wet Bulb Globe Temperature to Investigate Impact of Shade and Airflow on Heat Injury Risk and Labour Capacity in Warm to Hot Climates

Author

Listed:
  • Andrew Hall

    (Gulbali Institute, Charles Sturt University, Albury, NSW 2640, Australia)

  • Ana Horta

    (Gulbali Institute, Charles Sturt University, Albury, NSW 2640, Australia)

Abstract

While shade and air flow are recognised factors that reduce outdoor heat exposure, the level of reduction in terms of labour capacity at varying air temperature and humidity levels is poorly understood. This study investigated cooling effects on the commonly used heat index, wet bulb globe temperature (WBGT), and subsequent impact on labour capacity, for a range of air flow and shade conditions in warm to hot climates. We modelled heat exposure using a physics-based method to map WBGT for a case study region which experiences a range of heat categories with varying levels of health risks for outdoor workers. Continent-scale modelling confirmed significant spatial variability in the effect of various shade and wind speed scenarios across a range of real-world mid-summer daytime conditions. At high WBGTs, increasing shade or air flow for outdoor workers lowered heat exposure and increases labour capacity, with shade giving the greatest benefit, but cooling varied considerably depending upon underlying air temperature and humidity. Shade had the greater cooling effect; reducing incident radiation by 90% decreased WBGT by 2–6 °C depending on location. Wind had a lower cooling effect in the hottest regions, with a decreasing exponential relationship between wind speed and WBGT observed.

Suggested Citation

  • Andrew Hall & Ana Horta, 2023. "Broad Scale Spatial Modelling of Wet Bulb Globe Temperature to Investigate Impact of Shade and Airflow on Heat Injury Risk and Labour Capacity in Warm to Hot Climates," IJERPH, MDPI, vol. 20(15), pages 1-17, August.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:15:p:6531-:d:1211217
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/20/15/6531/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/20/15/6531/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. John P. Dunne & Ronald J. Stouffer & Jasmin G. John, 2013. "Reductions in labour capacity from heat stress under climate warming," Nature Climate Change, Nature, vol. 3(6), pages 563-566, June.
    2. Andrew P. Hunt & Matt Brearley & Andrew Hall & Rodney Pope, 2023. "Climate Change Effects on the Predicted Heat Strain and Labour Capacity of Outdoor Workers in Australia," IJERPH, MDPI, vol. 20(9), pages 1-12, April.
    3. Xingcai Liu, 2020. "Reductions in Labor Capacity from Intensified Heat Stress in China under Future Climate Change," IJERPH, MDPI, vol. 17(4), pages 1-15, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Cai, Yiyong & Newth, David & Finnigan, John & Gunasekera, Don, 2015. "A hybrid energy-economy model for global integrated assessment of climate change, carbon mitigation and energy transformation," Applied Energy, Elsevier, vol. 148(C), pages 381-395.
    2. Agarwala, Matthew & Burke, Matt & Klusak, Patrycja & Mohaddes, Kamiar & Volz, Ulrich & Zenghelis, Dimitri, 2021. "Climate Change And Fiscal Sustainability: Risks And Opportunities," National Institute Economic Review, National Institute of Economic and Social Research, vol. 258, pages 28-46, November.
    3. Zander, Kerstin K. & Mathew, Supriya, 2019. "Estimating economic losses from perceived heat stress in urban Malaysia," Ecological Economics, Elsevier, vol. 159(C), pages 84-90.
    4. Paul A. Schulte & Ivo Iavicoli & Luca Fontana & Stavroula Leka & Maureen F. Dollard & Acran Salmen-Navarro & Fernanda J. Salles & Kelly P. K. Olympio & Roberto Lucchini & Marilyn Fingerhut & Francesco, 2022. "Occupational Safety and Health Staging Framework for Decent Work," IJERPH, MDPI, vol. 19(17), pages 1-28, August.
    5. Boqiang Lin & Tong Su, 2023. "Uncertainties and green bond markets: Evidence from tail dependence," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(4), pages 4458-4475, October.
    6. Marie-Noëlle WOILLEZ, 2019. "Revue de littérature sur le changement climatique au Maroc : observations, projections et impacts," Working Paper 7ae2aa2d-befc-471b-94be-9, Agence française de développement.
    7. Hong Tang & Qian Di, 2022. "The Effect of Prenatal Exposure to Climate Anomaly on Adulthood Cognitive Function and Job Reputation," IJERPH, MDPI, vol. 19(5), pages 1-12, February.
    8. Christopher W. Callahan & Justin S. Mankin, 2022. "National attribution of historical climate damages," Climatic Change, Springer, vol. 172(3), pages 1-19, June.
    9. Lopez-Uribe, Maria del Pilar & Castells-Quintana, David & McDermott, Thomas K. J., 2017. "Geography, institutions and development: a review ofthe long-run impacts of climate change," LSE Research Online Documents on Economics 65147, London School of Economics and Political Science, LSE Library.
    10. Yeri Choi & Sugie Lee & Hyunbin Moon, 2018. "Urban Physical Environments and the Duration of High Air Temperature: Focusing on Solar Radiation Trapping Effects," Sustainability, MDPI, vol. 10(12), pages 1-14, December.
    11. Victor Ongoma & Haishan Chen & Chujie Gao & Aston Matwai Nyongesa & Francis Polong, 2018. "Future changes in climate extremes over Equatorial East Africa based on CMIP5 multimodel ensemble," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 90(2), pages 901-920, January.
    12. Casey, Gregory & Fried, Stephie & Gibson, Matthew, 2024. "Understanding climate damages: Consumption versus investment," European Economic Review, Elsevier, vol. 167(C).
    13. Osberghaus, Daniel & Schenker, Oliver, 2022. "International trade and the transmission of temperature shocks," ZEW Discussion Papers 22-035, ZEW - Leibniz Centre for European Economic Research.
    14. Newth, David & Valenzuela, Ernesto & Cai, Yiyong & Gunasekera, Don, 2015. "Welfare and Production Implications of Climate Change-Induced Impacts in Labour Capacity: Assessment warming to 2100 from 302 CMIP5 Earth System Models," Conference papers 332659, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    15. Shih-Yu Lee & Shih-Chun Candice Lung & Ping-Gin Chiu & Wen-Cheng Wang & I-Chun Tsai & Thung-Hong Lin, 2022. "Northern Hemisphere Urban Heat Stress and Associated Labor Hour Hazard from ERA5 Reanalysis," IJERPH, MDPI, vol. 19(13), pages 1-15, July.
    16. Laura C. Bowling & Keith A. Cherkauer & Charlotte I. Lee & Janna L. Beckerman & Sylvie Brouder & Jonathan R. Buzan & Otto C. Doering & Jeffrey S. Dukes & Paul D. Ebner & Jane R. Frankenberger & Benjam, 2020. "Agricultural impacts of climate change in Indiana and potential adaptations," Climatic Change, Springer, vol. 163(4), pages 2005-2027, December.
    17. Lucas R. Vargas Zeppetello & Susan C. Cook-Patton & Luke A. Parsons & Nicholas H. Wolff & Timm Kroeger & David S. Battisti & Joseph Bettles & June T. Spector & Arjun Balakumar & Yuta J. Masuda, 2022. "Consistent cooling benefits of silvopasture in the tropics," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    18. Marie-Noëlle WOILLEZ, 2024. "Vietnam in the face of extreme heat events," Working Paper 9b519a1c-93ab-4b16-89c2-1, Agence française de développement.
    19. Nico, Gianluigi & Azzarri, Carlo, 2022. "Weather variability and extreme shocks in Africa: Are female or male farmers more affected?," IFPRI discussion papers 2115, International Food Policy Research Institute (IFPRI).
    20. Lin, Boqiang & Su, Tong, 2022. "Green bond vs conventional bond: Outline the rationale behind issuance choices in China," International Review of Financial Analysis, Elsevier, vol. 81(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:20:y:2023:i:15:p:6531-:d:1211217. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.