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Social Inequities in Urban Heat and Greenspace: Analyzing Climate Justice in Delhi, India

Author

Listed:
  • Bruce C. Mitchell

    (National Community Reinvestment Coalition (NCRC), Washington, DC 20005, USA)

  • Jayajit Chakraborty

    (Department of Sociology & Anthropology, University of Texas at El Paso, El Paso, TX 79968, USA)

  • Pratyusha Basu

    (Department of Sociology & Anthropology, University of Texas at El Paso, El Paso, TX 79968, USA)

Abstract

Climate change and rapid urbanization currently pose major challenges for equitable development in megacities of the Global South, such as Delhi, India. This study considers how urban social inequities are distributed in terms of burdens and benefits by quantifying exposure through an urban heat risk index (UHRI), and proximity to greenspace through the normalized difference vegetation index (NDVI), at the ward level in Delhi. Landsat derived remote sensing imagery for May and September 2011 is used in a sensitivity analysis of varying seasonal exposure. Multivariable models based on generalized estimating equations (GEEs) reveal significant statistical associations ( p < 0 .05) between UHRI/NDVI and several indicators of social vulnerability. For example, the proportions of children (β = 0.922, p = 0.024) and agricultural workers (β = 0.394, p = 0.016) are positively associated with the May UHRI, while the proportions of households with assets (β = −1.978, p = 0.017) and households with electricity (β = −0.605, p = 0.010) are negatively associated with the May UHRI. In contrast, the proportions of children (β = 0.001, p = 0.633) and agricultural workers (β = 0.002, p = 0.356) are not significantly associated with the May NDVI, while the proportions of households with assets (β = 0.013, p = 0.010) and those with electricity (β = 0.008, p = 0.006) are positively associated with the May NDVI. Our findings emphasize the need for future research and policies to consider how socially vulnerable groups are inequitably exposed to the impact of climate change-related urban heat without the mitigating effects of greenspace.

Suggested Citation

  • Bruce C. Mitchell & Jayajit Chakraborty & Pratyusha Basu, 2021. "Social Inequities in Urban Heat and Greenspace: Analyzing Climate Justice in Delhi, India," IJERPH, MDPI, vol. 18(9), pages 1-16, April.
    • Handle: RePEc:gam:jijerp:v:18:y:2021:i:9:p:4800-:d:546838
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    References listed on IDEAS

    as
    1. Kevin Lanza & Casey P. Durand, 2021. "Heat-Moderating Effects of Bus Stop Shelters and Tree Shade on Public Transport Ridership," IJERPH, MDPI, vol. 18(2), pages 1-15, January.
    2. Payel Acharya & Bethany Boggess & Kai Zhang, 2018. "Assessing Heat Stress and Health among Construction Workers in a Changing Climate: A Review," IJERPH, MDPI, vol. 15(2), pages 1-16, February.
    3. Kathy V. Tran & Gulrez S. Azhar & Rajesh Nair & Kim Knowlton & Anjali Jaiswal & Perry Sheffield & Dileep Mavalankar & Jeremy Hess, 2013. "A Cross-Sectional, Randomized Cluster Sample Survey of Household Vulnerability to Extreme Heat among Slum Dwellers in Ahmedabad, India," IJERPH, MDPI, vol. 10(6), pages 1-29, June.
    4. Jayajit Chakraborty & Pratyusha Basu, 2021. "Air Quality and Environmental Injustice in India: Connecting Particulate Pollution to Social Disadvantages," IJERPH, MDPI, vol. 18(1), pages 1-14, January.
    5. Timothy W. Collins & Sara E. Grineski & Jayajit Chakraborty & Marilyn C. Montgomery & Maricarmen Hernandez, 2015. "Downscaling Environmental Justice Analysis: Determinants of Household-Level Hazardous Air Pollutant Exposure in Greater Houston," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 105(4), pages 684-703, July.
    6. Radhika Khosla & Ankit Bhardwaj, 2019. "Urbanization in the time of climate change: Examining the response of Indian cities," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 10(1), January.
    7. Jayajit Chakraborty & Pratyusha Basu, 2018. "Linking Industrial Hazards and Social Inequalities: Environmental Injustice in Gujarat, India," IJERPH, MDPI, vol. 16(1), pages 1-13, December.
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