Tropical cyclones (TCs) are one of the severe weather systems, which often cause huge economic losses and casualties with extreme winds, storm surges, and/or torrential rainfall in the coastal regions and on some inlands (M. Wang et al., 2021;Yu, 2015). Accurate forecast of TC rainfall is necessary for management of fresh water resources and rainfall-induced disaster warning system (Wu et al., 2018).In recent years, many progresses have been made in TC track forecasting, owing to the advancements in observational technology, numerical models and our understanding of underlying physics. However, the improvements in TC intensity and precipitation forecasts are nearly stagnant (DeMaria et al., 2005). TC rainfall remains challenging for deep scientific understanding in the research community and operational forecasts worldwide.Anthropogenic and natural aerosols are recognized as significant substances affecting the radiation budget and static stability of the atmosphere (Forster et al., 2021). There are two dominant mechanisms by which aerosols affect weather and climate: aerosol-radiation interactions (ARI) and aerosol-cloud interactions (ACI). ARI arises from aerosol scattering and absorption, which alters the radiation budget in the atmosphere, while ACI is rooted in the fact that aerosols serve as cloud condensation and ice nuclei (Li et al., 2017). During the past decades, a large number of studies on ACI were carried out. It was found that aerosols substantially affect cloud microphysics and consequently the rate of latent heat release, dynamics, and finally the precipitation of convective storms (A. P.