Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Jun;32(30):17931-17951.
doi: 10.1007/s11356-025-36717-5. Epub 2025 Jul 8.

Influences of regional and trans-regional anthropogenic emissions on meteorology and cloud properties over western India assessed using WRF-Chem model

Affiliations

Influences of regional and trans-regional anthropogenic emissions on meteorology and cloud properties over western India assessed using WRF-Chem model

Shubham Dhaka et al. Environ Sci Pollut Res Int. 2025 Jun.

Abstract

Aerosols significantly influence meteorology and cloud properties over Indian region, nevertheless, high-resolution modeling studies required for addressing mitigation strategies have remained few. This is particularly the case for western India, a landmass adjoining global hotspot of enhanced aerosol loading - the Indo-Gangetic Plain (IGP) and strong dust source - the Thar desert. In this study, with the aid of high-resolution regional modeling we quantify and differentiate the impact of regional versus trans-regional anthropogenic aerosols on the meteorology and cloud properties over western India. The numerical simulations are performed for four months (January, April, August and November) representing contrasting seasons (winter, pre-monsoon, monsoon and post-monsoon) for the year 2019. Model results are seen to be in good agreement with the IMDAA and ERA5 reanalysis, satellite (CERES) data and radiosonde observations across different seasons. Interestingly, the sensitivity simulations reveal equal (or higher) trans-regional anthropogenic influence on the meteorology and cloud properties over western India when compared to the regional influence. Regional and trans-regional emissions combined reduce net surface-reaching shortwave radiation by up to 42 W/m2 across all seasons. Individually, regional and trans-regional emissions reduce net surface-reaching shortwave radiation by up to 23 and 30 W/m2 respectively across seasons. Regional and trans-regional emissions combined typically reduce near-surface (2m) temperature by up to ~ 0.6 K across all seasons. Regional emissions reduce near-surface (2m) temperature across all seasons by up to ~ 0.2 K. Trans-regional emissions also tend to lower 2m temperature by up to ~ 0.4 K except during the monsoon when some areas experience a temperature enhancement of up to 0.1 K. Strikingly, regional as well as trans-regional emissions enhance the near-surface temperature over coastal areas and the Arabian Sea during winter and post-monsoon. In line with change in temperature, aerosols tend to suppress the boundary layer height in winter and post-monsoon, which enhance near surface aerosol concentration. The trans-regional emissions lead to increase in cloud droplet number concentration and thereby the cloud optical thickness in the monsoon. In addition, a reduction in accumulated monthly precipitation by up to 37 mm, mainly due to trans-regional emissions, could exacerbate water resource challenges in the already water-stressed region of western India. Our study highlights a large role of trans-regional emissions in influencing the regional climate over western India and emphasizes the need for a coordinated mitigation approach.

Keywords: Aerosols; Black carbon; Clouds; Meteorology; Precipitation; Radiation; WRF-Chem.

PubMed Disclaimer

Conflict of interest statement

Declarations. Ethics approval and consent to participate: Not applicable. Consent to publish: Not applicable. Competing interests: The authors have no relevant financial or non-financial interests to disclose.

References

    1. Albrecht BA (1989) Aerosols, cloud microphysics, and fractional cloudiness. Science 245(4923):1227–1230. https://www.jstor.org/stable/1704234
    1. Allan RP, Shine KP, Slingo A, Pamment JA (1999) The dependence of clear-sky outgoing long-wave radiation on surface temperature and relative humidity. Q J R Meteorol Soc 125:2103–2126. https://doi.org/10.1256/smsqj.55808 - DOI
    1. Aswini MA, Tiwari S, Singh U, Kurian S, Patel A, Gunthe SS, Kumar A (2022) Aeolian Dust and Sea Salt in Marine Aerosols over the Arabian Sea during the Southwest Monsoon: Sources and Spatial Variability. ACS Earth Sp Chem 6:1044–1058. https://doi.org/10.1021/acsearthspacechem.1c00400 - DOI
    1. Ayantika DC, Krishnan R, Singh M, Swapna P, Sandeep N, Prajeesh AG, Vellore R (2021) Understanding the combined effects of global warming and anthropogenic aerosol forcing on the South Asian monsoon. Clim Dyn 56:1643–1662. https://doi.org/10.1007/s00382-020-05551-5 - DOI
    1. Barman N, Gokhale S (2023) Transported aerosols regulate the pre-monsoon rainfall over north-east India: a WRF-Chem modelling study. Atmos Chem Phys 23:6197–6215. https://doi.org/10.5194/acp-23-6197-2023 - DOI

LinkOut - more resources