Cited by 362Urban Heat Island MitigationEnvironmental Justice and Health DisparitiesClimate Change and Health Impacts

Disproportionately higher exposure to urban heat in lower-income neighborhoods: a multi-city perspective

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Chakraborty, T, Hsu, A, Manya, D, Sheriff, G·2019·Environmental Research Letters

Abstract

A growing literature documents the effects of heat stress on premature mortality and other adverse health outcomes. Urban heat islands (UHI) can exacerbate these adverse impacts in cities by amplifying heat exposure during the day and inhibiting the body’s ability to recover at night. Since the UHI intensity varies not only across, but also within cities, intra-city variation may lead to differential impact of urban heat stress on different demographic groups. To examine these differential impacts, we combine satellite observations with census data to evaluate the relationship between distributions of both UHI and income at the neighborhood scale for 25 cities around the world. We find that in most (72%) cases, poorer neighborhoods experience elevated heat exposure, an incidental consequence of the intra-city distribution of income in cities. This finding suggests that policymakers should consider designing city-specific UHI reduction strategies to mitigate its impacts on the most socioeconomically vulnerable populations who may be less equipped to adapt to environmental stressors. Since the strongest contributor of intra-urban UHI variability among the physical characteristics considered in this study is a neighborhood’s vegetation density, increasing green space in lower income neighborhoods is one strategy urban policymakers can adopt to ameliorate some of UHI’s inequitable burden on economically disadvantaged residents.

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  • Small-scale case studies have found disparities in the distribution of urban heat island intensity within single cities or differences in exposure among population groups within a few cities in different countries.

    “Small-scale case studies have found disparities in the distribution of urban heat island intensity within single cities23 or differences in exposure among population groups within a few cities in different countries24–26.”

    From Disproportionate exposure to urban heat island intensity across major US cities (2021) · cites this paper as [25]

    The Conclusion reports unequal urban heat exposure across socioeconomic groups in cities in both developed and developing countries. But §2.1 says this study examines 25 cities, and the Introduction contrasts it with limited case studies; describing this source as a small-scale study of only a few cities is not supported. (LLM, conf=0.88)

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  • These findings provide comprehensive evidence supporting the narrative presented by earlier case studies that minority and low-income communities bear the brunt of the urban heat island effect, air temperature, and heat stress in individual or multicity studies.

    “These findings provide comprehensive evidence supporting the narrative presented by earlier case studies that minority and low-income communities bear the brunt of the urban heat island effect23,25,26,29–32,35, air temperature23, and heat stress31 in individual or multicity studies.”

    From Disproportionate exposure to urban heat island intensity across major US cities (2021) · cites this paper as [25]

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  • Results from ref. 25 are difficult to generalize because the sociodemographic information comes from a variety of sources with distinct definitions and methods, and the sample of global cities was chosen in response to data constraints rather than random sampling.

    “While illustrative, these results are difficult to generalize since the sociodemographic information comes from a variety of sources with distinct definitions and methods, and the sample of global cities was chosen in response to data constraints rather than random sampling.”
  • Ref. 25 found that the distribution of annual urban heat island exposure and income at the neighborhood level tended to favor those with higher incomes in 18 out of 25 selected global cities.

    “Examining the relationship between the distribution of annual urban heat island exposure and income at the neighborhood level, ref. 25 find that the distribution tended to favor those with higher incomes in 18 out of 25 selected global cities.”

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Research works printed but not linked: 40

  1. Bontemps S, Defourny P, Radoux J, Van Bogaert E, Lamarche C, Achard F and Zülkhe M 2013 Consistent global land cover maps for climate modelling communities: current achievements of the ESA's land cover CCI Proc. ESA Living Planet Symp. pp 9-13
  2. Brueckner J K and Fansler D A 1983 The economics of urban sprawl: theory and evidence on the spatial sizes of cities Rev. Econ. Stat. 65 479-82 Center for International Earth Science Information Network- CIESIN-Columbia University 2012 National Aggregates of Geospatial Data Collection: Population, Landscape, And Climate Estimates, Version 3 (PLACE III) (Palisades, NY: NASA Socioeconomic Data and Applications Center (SEDAC)) (https://doi.org/10.7927/H4F769GP) · DOI
  3. Chakraborty T and Lee X 2019 A simplified urban-extent algorithm to characterize surface urban heat islands on a global scale and examine vegetation control on their spatiotemporal variability Int. J. Appl. Earth Obs. Geoinf. 74 269-80 · DOI · Paper page
  4. Chakraborty T, Sarangi C and Tripathi S N 2017 Understanding diurnality and inter-seasonality of a sub-tropical urban heat island Bound. Layer Meteorol. 163 287-309 · DOI
  5. Chan E Y Y, Goggins W B, Kim J J and Griffiths S M 2012 A study of intracity variation of temperature-related mortality and socioeconomic status among the Chinese population in Hong Kong J. Epidemiol. Community Health 66 322-7 · DOI
  6. Cullen J B and Levitt S D 1996 Crime, Urban Flight, and the Consequences for Cities (No. w5737) (Cambridge, MA: National Bureau of Economic Research) (https://doi.org/ 10.3386/w5737) · DOI
  7. Danielson J J and Gesch D B 2011 Global Multi-Resolution Terrain Elevation Data 2010 (GMTED2010) (Reston, VA: US Geological Survey) (No. 2011-1073) (https://doi.org/ 10.3133/ofr20111073) European Environmental Agency 2018 Unequal exposure and unequal impacts: social vulnerability to air pollution, noise and extreme temperatures in Europe Report No. 22/2018 (Copenhagen, Denmark: European Environmental Agency) · DOI
  8. Gerland P et al 2014 World population stabilization unlikely this century Science 346 234-7 · DOI
  9. Glaeser E L, Kahn M E and Rappaport J 2008 Why do the poor live in cities? The role of public transportation J. Urban Econ. 63 1-24 · DOI
  10. Gorelick N, Hancher M, Dixon M, Ilyushchenko S, Thau D and Moore R 2017 Google earth engine: planetary-scale geospatial analysis for everyone Remote Sens. Environ. 202 18-27 · DOI
  11. Gronlund C J 2014 Racial and socioeconomic disparities in heat- related health effects and their mechanisms: a review Current Epidemiol. Rep. 1 165-73 · DOI
  12. Heaviside C, Macintyre H and Vardoulakis S 2017 The Urban Heat Island: implications for health in a changing environment Curr. Environ. Health Rep. 4 296-305 · DOI · Paper page
  13. Hoffmann M 2011 Climate Governance at the Crossroads: Experimenting with a Global Response after Kyoto (New York: Oxford University Press)
  14. Hu X M and Xue M 2016 Influence of synoptic sea-breeze fronts on the urban heat island intensity in Dallas-Fort Worth, Texas Mon. Weather Rev. 144 1487-507 · DOI
  15. Jenerette G D, Harlan S L, Brazel A, Jones N, Larsen L and Stefanov W L 2007 Regional relationships between surface temperature, vegetation, and human settlement in a rapidly urbanizing ecosystem Landscape Ecol. 22 353-65 · DOI
  16. Kistler R, Kalnay E, Collins W, Saha S, White G, Woollen J and van den Dool H 2001 The NCEP-NCAR 50-year reanalysis: monthly means CD-ROM and documentation Bull. Am. Meteorol. Soc. 82 247-68 · DOI
  17. Klaiber H A, Abbott J K and Smith V K 2017 Some like it (Less) hot: extracting trade-off measures for physically coupled amenities J. Assoc. Environ. Resour. Economists 4 1053-79 · DOI
  18. Li H, Meier F, Lee X, Chakraborty T, Liu J, Schaap M and Sodoudi S 2018 Interaction between urban heat island and urban pollution island during summer in Berlin Sci. Total Environ. 636 818-28 · DOI
  19. Lindley S J, Handley J F, Theuray N, Peet E and McEvoy D 2006 Adaptation strategies for climate change in the urban environment: assessing climate change related risk in UK urban areas J. Risk Res. 9 543-68 · DOI
  20. Lorenz M O 1905 Methods of measuring the concentration of wealth Publ. Am. Stat. Assoc. 9 209-19 · DOI
  21. Maguire K and Sheriff G 2011 Comparing distributions of environmental outcomes for regulatory environmental justice analysis Int. J. Environ. Res. Public Health 8 1707-26 · DOI
  22. Milan B F and Creutzig F 2015 Reducing urban heat wave risk in the 21st century Curr. Opin. Environ. Sustainability 14 221-31 · DOI
  23. Nayak S G, Shrestha S, Kinney P L, Ross Z, Sheridan S C, Pantea C I and Hwang S A 2018 Development of a heat vulnerability index for New York State Public Health 161 127-37 OECD 2018 Divided Cities: Understanding Intra-urban Inequalities (Paris: OECD Publishing) ch 2 (https://doi.org/10.1787/ 9789264300385-en) · DOI
  24. Oke T R 1982 The energetic basis of the urban heat island Q. J. R. Meteorol. Soc. 108 1-24 · DOI · Paper page
  25. Qu Y, Liang S, Liu Q, He T, Liu S and Li X 2015 Mapping surface broadband albedo from satellite observations: a review of literatures on algorithms and products Remote Sens. 7 990-1020 · DOI
  26. Rizwan A M, Dennis L Y and Chunho L I U 2008 A review on the generation, determination and mitigation of Urban Heat Island J. Environ. Sci. 20 120-8 · DOI
  27. Rouse J Jr, Haas R H, Schell J A and Deering D W 1974 Monitoring vegetation systems in the Great Plains with ERTS NASA Goddard Space Flight Center 3DERTS-1 Symp. vol 1 section A pp 309-17 (https://ntrs.nasa.gov/archive/nasa/casi.ntrs. nasa.gov/19740022614.pdf)
  28. Rubel F and Kottek M 2010 Observed and projected climate shifts 1901-2100 depicted by world maps of the Köppen-Geiger climate classification Meteorol. Z. 19 135-41 · DOI
  29. Shahmohamadi P, Che-Ani A I, Etessam I, Maulud K N A and Tawil N M 2011 Healthy environment: the need to mitigate urban heat island effects on human health Proc. Eng. 20 61-70 · DOI · Paper page
  30. Solecki W D, Rosenzweig C, Parshall L, Pope G, Clark M, Cox J and Wiencke M 2005 Mitigation of the heat island effect in urban New Jersey Glob. Environ. Change B 6 39-49 · DOI
  31. Taha H 1997 Urban climates and heat islands: albedo, evapotranspiration, and anthropogenic heat Energy Build. 25 99-103 · DOI
  32. Tan J, Zheng Y, Tang X, Guo C, Li L, Song G and Chen H 2010 The urban heat island and its impact on heat waves and human health in Shanghai Int. J. Biometeorol. 54 75-84 · DOI · Paper page
  33. Tewari M, Yang J, Kusaka H, Palou F S, Watson C and Treinish L 2019 Interaction of urban heat islands and heat waves under current and future climate conditions and their mitigation using green and cool roofs in New York City and Phoenix, Arizona Environ. Res. Lett. 14 034002 · DOI
  34. Tomlinson C J, Chapman L, Thornes J E and Baker C J 2011 Including the urban heat island in spatial heat health risk assessment strategies: a case study for Birmingham, UK Int. J. Health Geogr. 10 42 · DOI
  35. Wagstaff A, Paci P and Van Doorslaer E 1991 On the measurement of inequalities in health Soc. Sci. Med. 33 545-57 · DOI · Paper page
  36. Wan Z and Dozier J 1996 A generalized split-window algorithm for retrieving land-surface temperature from space IEEE Trans. Geosci. Remote Sens. 34 892-905 · DOI
  37. Wilhelmi O V and Hayden M H 2010 Connecting people and place: a new framework for reducing urban vulnerability to extreme heat Environ. Res. Lett. 5 014021 · DOI
  38. Zha Y, Gao J and Ni S 2003 Use of normalized difference built-up index in automatically mapping urban areas from TM imagery Int. J. Remote Sens. 24 583-94 · DOI
  39. Zhao L, Lee X and Schultz N M 2017 A wedge strategy for mitigation of urban warming in future climate scenarios Atmos. Chem. Phys. 17 9067-80 · DOI
  40. Zhao L, Lee X, Smith R B and Oleson K 2014 Strong contributions of local background climate to urban heat islands Nature 511 216-9 · DOI · Paper page

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Authors
Chakraborty, T., Hsu, A., Manya, D., & Sheriff, G.
Affiliations
  • Yale University (US)
  • Yale-NUS College (SG)
  • Arizona State University (US)
Corresponding author
Hsu, A
Venue
Environmental Research Letters
Published
2019-09-30
Volume
14
Issue
10
Pages
105003
ISSN
1748-9326 (ISSN-L)
OpenAlex
W2968473890
Cited by
362
References
4
Citations by year
2026: 93 · 2025: 84 · 2024: 74 · 2023: 49 · 2022: 30 · 2021: 22 · 2020: 10
FWCI
6.57
Type
journal article
Language
en
Open access
Locations
  • Environmental Research Letters (publishedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
Funders
Samuel Family Foundation (AWDR14157)
Topics
  • Physical Sciences › Environmental Science › Environmental Engineering › Urban Heat Island Mitigation
  • Social Sciences › Sociology and Political Science › Environmental Justice and Health Disparities
  • Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Climate Change and Health Impacts
Keywords
urban heat island, urban heat stress, socioeconomic disparities, neighborhood income, heat exposure, green spaces, vegetation density, health disparities, satellite thermal imagery

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