Preprints
https://doi.org/10.5194/egusphere-2025-4947
https://doi.org/10.5194/egusphere-2025-4947
20 Nov 2025
 | 20 Nov 2025
Status: this preprint is open for discussion and under review for Atmospheric Chemistry and Physics (ACP).

Surface PM2.5 Air Pollution in 2022 India: Emission Updates, WRF-Chem Model Evaluation, and Source Attribution

Mi Zhou, Denise L. Mauzerall, Viswanath Velamuri, Sri Harsha Kota, Malini Nambiar, and Yuanyu Xie

Abstract. India experiences some of the highest PM2.5 concentrations globally. Understanding the spatiotemporal variations of PM2.5 and its source attribution requires robust air quality modeling supported by up-to-date emission inventories. Here we present the first WRF-Chem model evaluation and source attribution analysis for India for 2022, supported by updates in sectoral emission inventories and model schemes. We incorporate an updated residential emission inventory reflecting recent transitions to cleaner fuels in Indian households and develop a plant-level inventory for Indian coal-fired power plants. Further major improvements include model updates to the secondary organic aerosol scheme and an improved representation of near-surface pollutant mixing. Collectively our improvements result in a simulation with annual PM2.5 bias of only 0.2±16.9 μg/m3 (0 ± 31 %) across 288 surface monitoring sites in South Asia. We find that, compared to earlier studies, in 2022 India's residential sector remained the dominant source of PM2.5 in the Indo-Gangetic Plain, but nationally ranked second in population-weighted (PW) mean PM2.5 concentrations contributing 15 % (7.3 μg/m3). Instead, industrial emissions emerged as the largest domestic contributor to national PW mean PM2.5 (18 %, 8.6 μg/m3), with urban hotspots including Delhi and Mumbai. The power sector contributions ranked third nationally (13 %, 6.1 μg/m3) and was particularly influential in central India. Transboundary transport contributed more than any individual domestic source nationally (27 %, 12.8 μg/m3). These findings highlight the benefits of India's partial residential sector transition toward cleaner fuels, while underscoring the growing consequence of industrial and power sector emissions that have limited pollution controls.

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Mi Zhou, Denise L. Mauzerall, Viswanath Velamuri, Sri Harsha Kota, Malini Nambiar, and Yuanyu Xie

Status: open (until 01 Jan 2026)

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Mi Zhou, Denise L. Mauzerall, Viswanath Velamuri, Sri Harsha Kota, Malini Nambiar, and Yuanyu Xie
Mi Zhou, Denise L. Mauzerall, Viswanath Velamuri, Sri Harsha Kota, Malini Nambiar, and Yuanyu Xie
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Latest update: 20 Nov 2025
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Short summary
India faces some of the world's highest air pollution levels. Using an improved air quality model and updated emission data for 2022, our study shows that industrial emissions have overtaken household fuels as the largest source of fine particle pollution in India. Cleaner household energy has helped reduce pollution, yet growing industrial and power sector emissions remain a major challenge for current and future air quality.
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