Articles | Volume 25, issue 17
https://doi.org/10.5194/acp-25-9583-2025
https://doi.org/10.5194/acp-25-9583-2025
Research article
 | 
01 Sep 2025
Research article |  | 01 Sep 2025

Impact of topographic wind conditions on dust particle size distribution: insights from a regional dust reanalysis dataset

Xinyue Huang, Wenyu Gao, and Hosein Foroutan

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Cited articles

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Alfaro, S. C., Bouet, C., Khalfallah, B., Shao, Y., Ishizuka, M., Labiadh, M., Marticorena, B., Laurent, B., and Rajot, J. L.: Unraveling the Roles of Saltation Bombardment and Atmospheric Instability on Magnitude and Size Distribution of Dust Emission Fluxes: Lessons From the JADE and WIND-O-V Experiments, J. Geophys. Res.-Atmos., 127, e2021JD035983, https://doi.org/10.1029/2021jd035983, 2022. 
Bacanin, N., Perisic, M., Jovanovic, G., Damaševičius, R., Stanisic, S., Simic, V., Zivkovic, M., and Stojic, A.: The explainable potential of coupling hybridized metaheuristics, XGBoost, and SHAP in revealing toluene behavior in the atmosphere, Sci. Total Environ., 929, 172195, https://doi.org/10.1016/j.scitotenv.2024.172195, 2024. 
Berkson, J.: Application of the Logistic Function to Bio-Assay, J. Am. Stat. Assoc., 39, 357–365, https://doi.org/10.2307/2280041, 1944. 
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This study investigates the relationship between the size of windblown dust aerosols and wind conditions over topography at a regional scale, utilizing 10 years of dust reanalysis data. Linear regression and machine learning models suggest that greater wind speeds and land slopes, particularly under uphill winds, are associated with increased fractions of coarser dust. Moreover, these positive correlations weaken during summer and afternoon events, probably related to the haboob storms.
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