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18-Year Ambient PM2.5 Exposure and Night Light Trends in Indian Cities: Vulnerability Assessment

Category: Urban Air Quality

Accepted Manuscripts
DOI: 10.4209/aaqr.2017.10.0425
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Rupali Pal1, Sourangsu Chowdhury2, Sagnik Dey 2, Anu Rani Sharma3

  • 1 TERI University, New Delhi 110070, India
  • 2 Centre for Atmospheric Sciences, Indian Institute of Technology Delhi, New Delhi 110016, India
  • 3 Department of Natural Resources, TERI School of Advanced Studies, New Delhi 110070, India


18-year (1998–2015) statistics of ambient PM2.5 exposure in 100+ cities of India.
Annual PM2.5 exposure increased by 63.0 ± 8.6% in the last two decades.
Night light data are used as proxy to urbanization rate.
51 out of the 60 cities under 'smart city' mission are vulnerable to air pollution.


Exposure to ambient fine particulate matter (PM2.5) is identified as one of the leading risk factors for morbidity and mortality in India. Here we estimate ambient PM2.5 exposure and its 18-year (1998–2015) trend in 109 Indian cities using satellite data and further classify them into six (index 1 for low vulnerability to 6 for extreme vulnerability) vulnerable classes. PM2.5 exposure shows a rapid increase in Delhi and the cities in Uttar Pradesh, Bihar, Jharkhand, West Bengal, Punjab, Haryana, Rajasthan, Madhya Pradesh, Chhattisgarh and Odisha. Amongst the cities with population more than 0.5 million (as per 2011 census), Thiruvananthapuram is the least vulnerable and Aligarh is the most vulnerable city based on 18-year statistics. Only 27 cities are identified as 'low' to 'moderately' vulnerable to ambient air pollution. The median incremental rate of annual PM2.5 exposure increases by 57.9% (from 0.9 to 1.15 µg m–3 per year) with the night-light counts (a proxy for urbanization rate) increasing from < 20th percentile to > 80th percentile. 51 out of the 60 Indian cities chosen for the 'smart city' mission are highly vulnerable to PM2.5 exposure (vulnerability index > 2), thereby facing a challenge to achieve the core objective (i.e., sustainable environment) of the mission. Our results will facilitate prioritizing clean-air action plan for the cities based on their vulnerability rankings to achieve maximum health benefit of the exposed population.


PM2.5 Remote sensing Indian city Night light Health-risk Vulnerability

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