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Article

The Response of Cloud Dynamic Structure and Microphysical Processes to Glaciogenic Seeding: A Numerical Study

1
China Meteorological Administration Aerosol-Cloud and Precipitation Key Laboratory, Nanjing University of Information Science and Technology, Nanjing 210044, China
2
Tai’an Meteorological Bureau, Tai’an 271000, China
*
Author to whom correspondence should be addressed.
Atmosphere 2025, 16(12), 1381; https://doi.org/10.3390/atmos16121381
Submission received: 29 October 2025 / Revised: 2 December 2025 / Accepted: 4 December 2025 / Published: 5 December 2025

Abstract

Stratocumulus clouds are cloud systems composed of stratiform clouds with embedded convective clouds, possessing strong catalytic potential and serving as key target cloud systems for weather modification operations. In this study, the parameterization of ice nucleation for silver iodide (AgI) particles was applied to the Thompson microphysics scheme in the WRF model. Numerical experiments were designed for a stratocumulus cloud that occurred over the Hulunbuir region, northeastern China, on 31 May 2021, to investigate how the structure and evolution of cloud macro- and microphysical properties and precipitation formation respond to glaciogenic seeding. The simulation results indicate that AgI nucleation increased ice concentrations at 4–5 km altitude, enhancing ice crystal formation through condensation–freezing and deposition nucleation and the growth of ice particles through auto-conversion and riming, leading to increased precipitation. The results also show that owing to the non-uniform distribution of supercooled water within this stratocumulus cloud system, the consumption of AgI and the enhanced ice nucleation release latent heat more strongly in regions with higher supercooled water content. This leads to more pronounced isolated updrafts, altering the structure of shear lines and subsequently influencing regional precipitation distribution after silver iodide seeding concludes. These findings reveal that seeding influences both the microphysical and dynamic structures within clouds and highlight the non-uniform seeding effects within cloud systems. This study contributes to a deeper understanding of the effects of artificial seeding on stratocumulus clouds in high-latitude regions and holds significant reference value for artificial weather modification efforts in mixed-phase stratiform clouds.
Keywords: numerical simulation; stratocumulus clouds; silver iodide; seeding effect numerical simulation; stratocumulus clouds; silver iodide; seeding effect

Share and Cite

MDPI and ACS Style

Liu, Z.; Yin, Y.; Chen, Q.; Zou, Z.; Liang, X. The Response of Cloud Dynamic Structure and Microphysical Processes to Glaciogenic Seeding: A Numerical Study. Atmosphere 2025, 16, 1381. https://doi.org/10.3390/atmos16121381

AMA Style

Liu Z, Yin Y, Chen Q, Zou Z, Liang X. The Response of Cloud Dynamic Structure and Microphysical Processes to Glaciogenic Seeding: A Numerical Study. Atmosphere. 2025; 16(12):1381. https://doi.org/10.3390/atmos16121381

Chicago/Turabian Style

Liu, Zhuo, Yan Yin, Qian Chen, Zeyong Zou, and Xuran Liang. 2025. "The Response of Cloud Dynamic Structure and Microphysical Processes to Glaciogenic Seeding: A Numerical Study" Atmosphere 16, no. 12: 1381. https://doi.org/10.3390/atmos16121381

APA Style

Liu, Z., Yin, Y., Chen, Q., Zou, Z., & Liang, X. (2025). The Response of Cloud Dynamic Structure and Microphysical Processes to Glaciogenic Seeding: A Numerical Study. Atmosphere, 16(12), 1381. https://doi.org/10.3390/atmos16121381

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