Assessment of Ambient Multipollutant Exposure and Health Impacts Over India Using the Novel Satellite‐Based Multi‐Pollutant Index
Ambient air pollutants are reported to have adverse health impacts, which could be better assessed by examining human exposure to multiple criteria pollutants or through a multi-pollutant Air Quality Index (AQI). As compared to AQIs developed using in situ measurements of pollutants across sparse monitoring stations, satellite-based products such as ambient PM<sub>2.5</sub> or NO<sub>2</sub> provide better spatiotemporal patterns. Here, we examine the long-term (2005-2019) air pollution exposure and health impacts over India with the novel Satellite-Based Multi-Pollutant Index (SMPI). The high spatial resolution (1 km × 1 km) SMPI over India reveals pollution exposure hotspots in most states and districts over the Indo-Gangetic Plain (IGP) and eastern states. The spatiotemporal patterns in SMPI exposure and its urban-rural heterogeneity were different from either PM<sub>2.5</sub> or NO<sub>2</sub>, highlighting the importance of multi-pollutant indices to comprehensively assess air quality. Furthermore, we found a strong association (1.05, 95% UI: 1.025-1.075) between SMPI and odds of Chronic Obstructive Pulmonary Disease (COPD), which increased with increasing co-pollutant exposures [1.03 (1.018-1.042) to 1.184 (1.156-2.212)]. The SMPI-COPD association was significantly higher among males, middle class, tribes, and older sub-populations, highlighting the need for future environmental policies prioritized for vulnerable population subgroups for larger health benefits.
Authors
- Sagnik Dey (ORCID: https://orcid.org/0000-0002-0604-0869)
- Sajeev Philip (ORCID: https://orcid.org/0000-0002-5456-7593)
- Randall V. Martin (ORCID: https://orcid.org/0000-0003-2632-8402)
- Debajit Sarkar (ORCID: https://orcid.org/0009-0001-4426-3617)
- Aaron van Donkelaar (ORCID: https://orcid.org/0000-0002-2998-8521)
- Subhadeep Ghosh
- D Ardra (ORCID: https://orcid.org/0009-0001-9862-8511)
Institutions
- Korea University (KR)
- Washington University in St. Louis (US)
- Department of Health (TW)
- Indian Institute of Technology Delhi (IN)
Publication Details
- Journal
- GeoHealth
- Published
- 2025-12-01
- DOI
- https://doi.org/10.1029/2025gh001409
- Primary Topic
- Air Quality and Health Impacts
- Type
- article
- Field-Weighted Citation Impact
- 0.00