The Heat Is On: Observations and Trends of Heat Stress Metrics during Florida Summers

Caitlyn McAllister aMeteorology Program, Applied Aviation Sciences Department, Embry-Riddle Aeronautical University, Daytona Beach, Florida

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Aaron Stephens aMeteorology Program, Applied Aviation Sciences Department, Embry-Riddle Aeronautical University, Daytona Beach, Florida

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Shawn M. Milrad aMeteorology Program, Applied Aviation Sciences Department, Embry-Riddle Aeronautical University, Daytona Beach, Florida

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Abstract

Extreme heat is annually the deadliest weather hazard in the United States and is strongly amplified by climate change. In Florida, summer heat waves have increased in frequency and duration, exacerbating negative human health impacts on a state with a substantial older population and industries (e.g., agriculture) that require frequent outdoor work. However, the combined impacts of temperature and humidity (heat stress) have not been previously investigated. For eight Florida cities, this study constructs summer climatologies and trend analyses (1950–2020) of two heat stress metrics: heat index (HI) and wet-bulb globe temperature (WBGT). While both incorporate temperature and humidity, WBGT also includes wind and solar radiation and is a more comprehensive measure of heat stress on the human body. With minor exceptions, results show increases in average summer daily maximum, mean, and minimum HI and WBGT throughout Florida. Daily minimum HI and WBGT exhibit statistically significant increases at all eight stations, emphasizing a hazardous rise in nighttime heat stress. Corresponding to other recent studies, HI and WBGT increases are largest in coastal subtropical locations in central and southern Florida (i.e., Daytona Beach, Tampa, Miami, and Key West) but exhibit no conclusive relationship with urbanization changes. Danger (103°–124°F; 39.4°–51.1°C) HI and high (>88°F; 31.1°C) WBGT summer days exhibit significant frequency increases across the state. Especially at coastal locations in the Florida Peninsula and Keys, danger HI and high WBGT days now account for >20% of total summer days, emphasizing a substantial escalation in heat stress, particularly since 2000.

Significance Statement

Extreme heat is the deadliest U.S. weather hazard. Although Florida is known for its warm and humid climate, it is not immune from heat stress (combined temperature and humidity) impacts on human health, particularly given its older population and prevalence of outdoor (e.g., agriculture) work. We analyze summer trends in two heat stress metrics at eight Florida cities since 1950. Results show that heat stress is increasing significantly, particularly at coastal locations in central and southern Florida and at night. The number of dangerous heat stress days per summer is also increasing across Florida, especially since 2000. Our analysis emphasizes that despite some acclimation, Florida is still susceptible to a serious escalation in extreme heat as the climate warms.

© 2022 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Stephens’s current affiliation: Department of Geological and Atmospheric Sciences, Iowa State University, Ames, Iowa.

Corresponding author: Shawn M. Milrad, milrads@erau.edu

Abstract

Extreme heat is annually the deadliest weather hazard in the United States and is strongly amplified by climate change. In Florida, summer heat waves have increased in frequency and duration, exacerbating negative human health impacts on a state with a substantial older population and industries (e.g., agriculture) that require frequent outdoor work. However, the combined impacts of temperature and humidity (heat stress) have not been previously investigated. For eight Florida cities, this study constructs summer climatologies and trend analyses (1950–2020) of two heat stress metrics: heat index (HI) and wet-bulb globe temperature (WBGT). While both incorporate temperature and humidity, WBGT also includes wind and solar radiation and is a more comprehensive measure of heat stress on the human body. With minor exceptions, results show increases in average summer daily maximum, mean, and minimum HI and WBGT throughout Florida. Daily minimum HI and WBGT exhibit statistically significant increases at all eight stations, emphasizing a hazardous rise in nighttime heat stress. Corresponding to other recent studies, HI and WBGT increases are largest in coastal subtropical locations in central and southern Florida (i.e., Daytona Beach, Tampa, Miami, and Key West) but exhibit no conclusive relationship with urbanization changes. Danger (103°–124°F; 39.4°–51.1°C) HI and high (>88°F; 31.1°C) WBGT summer days exhibit significant frequency increases across the state. Especially at coastal locations in the Florida Peninsula and Keys, danger HI and high WBGT days now account for >20% of total summer days, emphasizing a substantial escalation in heat stress, particularly since 2000.

Significance Statement

Extreme heat is the deadliest U.S. weather hazard. Although Florida is known for its warm and humid climate, it is not immune from heat stress (combined temperature and humidity) impacts on human health, particularly given its older population and prevalence of outdoor (e.g., agriculture) work. We analyze summer trends in two heat stress metrics at eight Florida cities since 1950. Results show that heat stress is increasing significantly, particularly at coastal locations in central and southern Florida and at night. The number of dangerous heat stress days per summer is also increasing across Florida, especially since 2000. Our analysis emphasizes that despite some acclimation, Florida is still susceptible to a serious escalation in extreme heat as the climate warms.

© 2022 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Stephens’s current affiliation: Department of Geological and Atmospheric Sciences, Iowa State University, Ames, Iowa.

Corresponding author: Shawn M. Milrad, milrads@erau.edu
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  • Brouillet, A., and S. Joussaume, 2019: Investigating the role of the relative humidity in the occurrence of temperature and heat stress extremes in CMIP5 projections. Geophys. Res. Lett., 46, 11 43511 443, https://doi.org/10.1029/2019GL084156.

    • Search Google Scholar
    • Export Citation
  • Budd, G. M., 2008: Wet-bulb globe temperature (WBGT)—Its history and its limitations. J. Sci. Med. Sport, 11, 2032, https://doi.org/10.1016/j.jsams.2007.07.003.

    • Search Google Scholar
    • Export Citation
  • Carter, L., and Coauthors, 2018: Southeast. Impacts, Risks, and Adaptation in the United States: Fourth National Climate Assessment, D. R. Reidmiller et al., Eds., Vol. II, U.S. Global Change Research Program, 743808, https://doi.org/10.7930/NCA4.2018.CH19.

    • Search Google Scholar
    • Export Citation
  • Cloutier-Bisbee, S. R., A. Raghavendra, and S. M. Milrad, 2019: Heatwaves in Florida: Climatology, trends, and related precipitation events. J. Appl. Meteor. Climatol., 58, 447466, https://doi.org/10.1175/JAMC-D-18-0165.1.

    • Search Google Scholar
    • Export Citation
  • Diamond, H. J., and Coauthors, 2013: U.S. Climate Reference Network after one decade of operations. Bull. Amer. Meteor. Soc., 94, 485498, https://doi.org/10.1175/BAMS-D-12-00170.1.

    • Search Google Scholar
    • Export Citation
  • Diffenbaugh, N. S., and M. Ashfaq, 2010: Intensification of hot extremes in the United States. Geophys. Res. Lett., 37, L15701, https://doi.org/10.1029/2010GL043888.

    • Search Google Scholar
    • Export Citation
  • Dimiceli, V. E., S. F. Piltz, and S. A. Amburn, 2013: Black globe temperature estimate for the WBGT Index. IAENG Transactions on Engineering Technologies, H. Kim, S. Ao, and B. Rieger, Eds., Springer, 323334.

    • Search Google Scholar
    • Export Citation
  • Di Napoli, C., F. Pappenberger, and H. L. Cloke, 2019: Verification of heat stress thresholds for a health-based heat-wave definition. J. Appl. Meteor. Climatol., 58, 11771194, https://doi.org/10.1175/JAMC-D-18-0246.1.

    • Search Google Scholar
    • Export Citation
  • Easterling, D. R., and Coauthors, 2017: Precipitation change in the United States. Climate Science Special Report: Fourth National Climate Assessment, D. J. Wuebbles et al., Eds., Vol. I, U.S. Global Change Research Program, 207230, https://doi.org/10.7930/J0H993CC.

    • Search Google Scholar
    • Export Citation
  • Florida Department of Health, 2015: Health effects of summer heat in Florida. Accessed 28 May 2021, http://www.floridahealth.gov/environmental-health/climate-and-health/_documents/heat-profile.pdf.

    • Search Google Scholar
    • Export Citation
  • Folkerts, M. A., P. Bröde, W. J. Wouter Botzen, M. L. Martinius, N. Gerrett, C. N. Harmsen, and H. A. M. Daanen, 2020: Long term adaptation to heat stress: Shifts in the minimum mortality temperature in the Netherlands. Front. Physiol., 11, 225, https://doi.org/10.3389/fphys.2020.00225.

    • Search Google Scholar
    • Export Citation
  • Garland, R. M., M. Matooane, F. A. Engelbrecht, M.-J. M. Bopape, W. A. Landman, M. Naidoo, J. Van der Merwe, and C. Y. Wright, 2015: Regional projections of extreme apparent temperature days in Africa and the related potential risk to human health. Int. J. Environ. Res. Public Health, 12, 12 57712 604, https://doi.org/10.3390/ijerph121012577.

    • Search Google Scholar
    • Export Citation
  • Greene, S., L. Kalkstein, D. Mills, and J. Samenow, 2011: An examination of climate change on extreme heat events and climate–mortality relationships in large U.S. cities. Wea. Climate Soc., 3, 281292, https://doi.org/10.1175/WCAS-D-11-00055.1.

    • Search Google Scholar
    • Export Citation
  • Grundstein, A., and J. Dowd, 2011: Trends in extreme apparent temperatures over the United States, 1949–2010. J. Appl. Meteor. Climatol., 50, 16501653, https://doi.org/10.1175/JAMC-D-11-063.1.

    • Search Google Scholar
    • Export Citation
  • Grundstein, A., C. Williams, M. Phan, and E. Cooper, 2015: Regional heat safety thresholds for athletics in the contiguous United States. Appl. Geogr., 56, 5560, https://doi.org/10.1016/j.apgeog.2014.10.014.

    • Search Google Scholar
    • Export Citation
  • Habeeb, D., J. Vargo, and B. Stone Jr., 2015: Rising heat wave trends in large U.S. cities. Nat. Hazards, 76, 16511665, https://doi.org/10.1007/s11069-014-1563-z.

    • Search Google Scholar
    • Export Citation
  • Heo, S., M. L. Bell, and J.-T. Lee, 2019: Comparison of health risks by heat wave definition: Applicability of wet-bulb globe temperature for heat wave criteria. Environ. Res., 168, 158170, https://doi.org/10.1016/j.envres.2018.09.032.

    • Search Google Scholar
    • Export Citation
  • Herrera-Estrada, J. E., and J. Sheffield, 2017: Uncertainties in future projections of summer droughts and heat waves over the contiguous United States. J. Climate, 30, 62256246, https://doi.org/10.1175/JCLI-D-16-0491.1.

    • Search Google Scholar
    • Export Citation
  • Hersbach, H., and Coauthors, 2020: The ERA5 global reanalysis. Quart. J. Roy. Meteor. Soc., 146, 19992049, https://doi.org/10.1002/qj.3803.

    • Search Google Scholar
    • Export Citation
  • Hussain, M. M., M. D. Manjurul, and I. Mahmud, 2019: pyMannKendall: A python package for non-parametric Mann Kendall family of trend tests. J. Open Source Software, 4, 1556, https://doi.org/10.21105/joss.01556.

    • Search Google Scholar
    • Export Citation
  • Keellings, D., and P. Waylen, 2014: Increased risk of heat waves in Florida: Characterizing changes in bivariate heat wave risk using extreme value analysis. Appl. Geogr., 46, 9097, https://doi.org/10.1016/j.apgeog.2013.11.008.

    • Search Google Scholar
    • Export Citation
  • Keellings, D., and P. Waylen, 2015: Investigating teleconnection drivers of bivariate heat waves in Florida using extreme value analysis. Climate Dyn., 44, 33833391, https://doi.org/10.1007/s00382-014-2345-8.

    • Search Google Scholar
    • Export Citation
  • Keellings, D., and H. Moradkhani, 2020: Spatiotemporal evolution of heat wave severity and coverage across the United States. Geophys. Res. Lett., 47, e2020GL087097, https://doi.org/10.1029/2020GL087097.

    • Search Google Scholar
    • Export Citation
  • Lemke, B., and T. Kjellstrom, 2012: Calculating workplace WBGT from meteorological data: A tool for climate change assessment. Ind. Health, 50, 267278, https://doi.org/10.2486/indhealth.MS1352.

    • Search Google Scholar
    • Export Citation
  • Li, C., X. Zhang, F. Zwiers, Y. Fang, and A. M. Michalak, 2017: Recent very hot summers in Northern Hemispheric land areas measured by wet bulb globe temperature will be the norm within 20 years. Earth’s Future, 5, 12031216, https://doi.org/10.1002/2017EF000639.

    • Search Google Scholar
    • Export Citation
  • Li, J., Y. D. Chen, T. Y. Gan, and N.-C. Lau, 2018: Elevated increased in human-perceived temperature under climate warming. Nat. Climate Change, 8, 4347, https://doi.org/10.1038/s41558-017-0036-2.

    • Search Google Scholar
    • Export Citation
  • Liao, W., and Coauthors, 2018: Stronger contributions of urbanization to heat wave trends in wet climates. Geophys. Res. Lett., 45, 11 31011 317, https://doi.org/10.1029/2018GL079679.

    • Search Google Scholar
    • Export Citation
  • Liljegren, J. C., R. A. Carhart, P. Lawday, S. Tschopp, and R. Sharp, 2008: Modeling the wet bulb globe temperature using standard meteorological measurements. J. Occup. Environ. Hyg., 5, 645655, https://doi.org/10.1080/15459620802310770.

    • Search Google Scholar
    • Export Citation
  • Limaye, V. S., J. Vargo, M. Harkey, T. Holloway, and J. A. Patz, 2018: Climate change and heat-related excess mortality in the eastern USA. EcoHealth, 15, 485496, https://doi.org/10.1007/s10393-018-1363-0.

    • Search Google Scholar
    • Export Citation
  • Little, C. M., R. M. Horton, R. E. Kopp, M. Oppenheimer, G. A. Vecchi, and G. Villarini, 2015: Joint projections of U.S. East Coast sea level and storm surge. Nat. Climate Change, 5, 11141120, https://doi.org/10.1038/nclimate2801.

    • Search Google Scholar
    • Export Citation
  • McGregor, G., and J. Vanos, 2018: Heat: A primer for public health researchers. Public Health, 161, 138146, https://doi.org/10.1016/j.puhe.2017.11.005.

    • Search Google Scholar
    • Export Citation
  • Meehl, G. A., J. M. Arblaster, and G. Branstator, 2012: Mechanisms contributing to the warming hole and the consequent U.S. east–west differential of heat extremes. J. Climate, 25, 63946408, https://doi.org/10.1175/JCLI-D-11-00655.1.

    • Search Google Scholar
    • Export Citation
  • Mora, C., and Coauthors, 2017: Global risk of deadly heat. Nat. Climate Change, 7, 501506, https://doi.org/10.1038/nclimate3322.

  • Newth, D., and D. Gunasekera, 2018: Projected changes in wet-bulb globe temperature under alternative climate scenarios. Atmosphere, 9, 187, https://doi.org/10.3390/atmos9050187.

    • Search Google Scholar
    • Export Citation
  • Nissan, H., K. Burkart, E. C. de Perez, M. Van Aalst, and S. Mason, 2017: Defining and predicting heat waves in Bangladesh. J. Appl. Meteor. Climatol., 56, 26532670, https://doi.org/10.1175/JAMC-D-17-0035.1.

    • Search Google Scholar
    • Export Citation
  • NWS New York, 2021: Excessive heat page. Accessed 24 May 2021, https://www.weather.gov/okx/excessiveheat.

  • Oklahoma Mesonet, 2016: Wet bulb globe temperature category work/rest and water intake. Accessed 24 May 2021, http://www.mesonet.org/images/site/WBGT_Mesonet_Work_Rest_Info.May2016.pdf.

    • Search Google Scholar
    • Export Citation
  • Oleson, K. W., A. Monaghan, O. Wilhelmi, M. Barlage, N. Brunsell, J. Feddema, L. Hu, and D. F. Steinhoff, 2015: Interactions between urbanization, heat stress, and climate change. Climatic Change, 129, 525541, https://doi.org/10.1007/s10584-013-0936-8.

    • Search Google Scholar
    • Export Citation
  • Ono, M., and M. Tonouchi, 2014: Estimation of wet-bulb globe temperature using generally measured meteorological indices. Japan Soc. Biometeor., 50, 147157, https://doi.org/10.11227/seikisho.50.147.

    • Search Google Scholar
    • Export Citation
  • Ortiz, L. E., and J. E. Gonzalez, 2018: New York City impacts on a regional heat wave. J. Appl. Meteor. Climatol., 57, 837851, https://doi.org/10.1175/JAMC-D-17-0125.1.

    • Search Google Scholar
    • Export Citation
  • Partridge, T. F., J. M. Winter, E. C. Osterberg, D. W. Hyndman, A. D. Kendall, and F. J. Magilligan, 2018: Spatially distinct seasonal patterns and forcings of the U.S. warming hole. Geophys. Res. Lett., 45, 20552063, https://doi.org/10.1002/2017GL076463.

    • Search Google Scholar
    • Export Citation
  • Perkins, S. E., 2015: A review on the scientific understanding of heat waves—Their measurement, driving mechanisms, and changes at the global scale. Atmos. Res., 164–165, 242267, https://doi.org/10.1016/j.atmosres.2015.05.014.

    • Search Google Scholar
    • Export Citation
  • Perkins, S. E., L. V. Alexander, and J. R. Nairn, 2012: Increasing frequency, intensity, and duration of observed global heat waves and warm spells. Geophys. Res. Lett., 39, 2012GL053361, https://doi.org/10.1029/2012GL053361.

    • Search Google Scholar
    • Export Citation
  • Raghavendra, A., A. Dai, S. M. Milrad, and S. R. Cloutier-Bisbee, 2019: Floridian heatwaves and extreme precipitation: Future climate projections. Climate Dyn., 52, 495508, https://doi.org/10.1007/s00382-018-4148-9.

    • Search Google Scholar
    • Export Citation
  • Ramamurthy, P., and E. Bou-Zeid, 2017: Heat waves and urban heat islands: A comparative analysis of multiple cities. J. Geophys. Res. Atmos., 122, 168178, https://doi.org/10.1002/2016JD025357.

    • Search Google Scholar
    • Export Citation
  • Rastogi, D., F. Lehner, and M. Ashfaq, 2020: Revisiting recent U.S. heat waves in a warmer and more humid climate. Geophys. Res. Lett., 47, https://doi.org/10.1029/2019GL086736.

    • Search Google Scholar
    • Export Citation
  • Raymond, C., D. Singh, and R. M. Horton, 2017: Spatiotemporal patterns and synoptics of extreme wet-bulb temperature in the contiguous United States. J. Geophys. Res. Atmos., 122, 13 10813 124, https://doi.org/10.1002/2017JD027140.

    • Search Google Scholar
    • Export Citation
  • Raymond, C., T. Matthews, and R. M. Horton, 2020: The emergence of heat and humidity too severe for human tolerance. Sci. Adv., 6, eaaw1838, https://doi.org/10.1126/sciadv.aaw1838.

    • Search Google Scholar
    • Export Citation
  • Rennie, J., J. E. Bell, K. E. Kunkel, S. Herring, H. Cullen, and A. M. Abadi, 2019: Development of a submonthly temperature product to monitor near-real-time climate conditions and assess long-term heat events in the United States. J. Appl. Meteor. Climatol., 58, 26532674, https://doi.org/10.1175/JAMC-D-19-0076.1.

    • Search Google Scholar
    • Export Citation
  • Rennie, J., M. A. Palecki, S. P. Heuser, and H. J. Diamond, 2021: Developing and validating heat exposure products using the U.S. Climate Reference Network. J. Appl. Meteor. Climatol., 60, 543558, https://doi.org/10.1175/JAMC-D-20-0282.1.

    • Search Google Scholar
    • Export Citation
  • Rogers, J. C., 2013: The 20th century cooling trend over the southeastern United States. Climate Dyn., 40, 341352, https://doi.org/10.1007/s00382-012-1437-6.

    • Search Google Scholar
    • Export Citation
  • Rothfusz, L. P., 1990: The heat index “equation” (or, more than you ever wanted to know about heat index). NWS Southern Region Headquarters Tech. Attachment SR-90-23, 2 pp., https://www.weather.gov/media/ffc/ta_htindx.PDF.

    • Search Google Scholar
    • Export Citation
  • Schoof, J. T., T. W. Ford, and S. C. Pryor, 2017: Recent changes in U.S. regional heat wave characteristics in observations and reanalyses. J. Appl. Meteor. Climatol., 56, 26212636, https://doi.org/10.1175/JAMC-D-16-0393.1.

    • Search Google Scholar
    • Export Citation
  • Shiva, J. S., D. G. Chandler, and K. E. Kunkel, 2019: Localized changes in heat wave properties across the United States. Earth’s Future, 7, 300319, https://doi.org/10.1029/2018EF001085.

    • Search Google Scholar
    • Export Citation
  • Smith, A., N. Lott, and R. Vose, 2011: The Integrated Surface Database: Recent developments and partnerships. Bull. Amer. Meteor. Soc., 92, 704708, https://doi.org/10.1175/2011BAMS3015.1.

    • Search Google Scholar
    • Export Citation
  • Smith, T. T., B. F. Zaitchik, and J. M. Gohlke, 2013: Heat waves in the United States: Definitions, patterns, and trends. Climatic Change, 118, 811825, https://doi.org/10.1007/s10584-012-0659-2.

    • Search Google Scholar
    • Export Citation
  • Steadman, R. G., 1984: A universal scale of apparent temperature. J. Climate Appl. Meteor., 23, 16741687, https://doi.org/10.1175/1520-0450(1984)023<1674:AUSOAT>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Stull, R. S., 2011: Wet-bulb temperature from relative humidity and air temperature. J. Appl. Meteor. Climatol., 50, 22672269, https://doi.org/10.1175/JAMC-D-11-0143.1.

    • Search Google Scholar
    • Export Citation
  • Takakura, J., S. Fujimori, K. Takahashi, Y. Hijioka, and Y. Honda, 2019: Site-specific hourly resolution wet bulb globe temperature reconstruction from gridded daily resolution climate variables for planning climate change adaptation measures. Int. J. Biometeor., 63, 787800, https://doi.org/10.1007/s00484-019-01692-3.

    • Search Google Scholar
    • Export Citation
  • Taylor, M. A., and L. A. Clarke, 2018: Future Caribbean climates in a world of rising temperatures: The 1.5 vs. 2.0 dilemma. J. Climate, 31, 29072926, https://doi.org/10.1175/JCLI-D-17-0074.1.

    • Search Google Scholar
    • Export Citation
  • Vose, R. S., and Coauthors, 2014: Improved historical temperature and precipitation time series for U.S. climate divisions. J. Appl. Meteor. Climatol., 53, 12321251, https://doi.org/10.1175/JAMC-D-13-0248.1.

    • Search Google Scholar
    • Export Citation
  • Weatherly, J. W., and M. A. Rosenbaum, 2017: Future projections of heat and fire-risk indices for the contiguous United States. J. Appl. Meteor. Climatol., 56, 863876, https://doi.org/10.1175/JAMC-D-16-0068.1.

    • Search Google Scholar
    • Export Citation
  • Weinberger, K. R., D. Harris, K. R. Spangler, A. Zanobetti, and G. A. Wellenius, 2020: Estimating the number of excess deaths attributable to heat in 297 United States counties. Environ. Epidemiol., 4, e096, https://doi.org/10.1097/EE9.0000000000000096.

    • Search Google Scholar
    • Export Citation
  • Willett, K. M., and S. Sherwood, 2012: Exceedance of heat index thresholds for 15 regions under a warming climate using the wet-bulb globe temperature. Int. J. Climatol., 32, 161177, https://doi.org/10.1002/joc.2257.

    • Search Google Scholar
    • Export Citation
  • Wouters, H., and Coauthors, 2017: Heat stress increase under climate change twice as large in cities as in rural areas: A study for a densely populated midlatitude maritime region. Geophys. Res. Lett., 44, 89979007, https://doi.org/10.1002/2017GL074889.

    • Search Google Scholar
    • Export Citation
  • Xu, Z., G. FitzGerald, Y. Guo, B. Jalaludin, and S. Tong, 2016: Impact of heatwave on mortality under different heatwave definitions: A systematic review and meta-analysis. Environ. Int., 89–90, 193203, https://doi.org/10.1016/j.envint.2016.02.007.

    • Search Google Scholar
    • Export Citation
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