“…Rainfall in MJ accounts for nearly a third of annual rainfall and has large interannual variability (figure S1), and extensive studies have investigated the physical processes and mechanisms of the MJ rainfall interannual variations (Gu et al 2018, Sun et al 2018, Peng et al 2021, Gao and Li 2023, Jin et al 2023, Li et al 2024. Previous studies have revealed that SST anomalies over the Pacific, Atlantic Ocean and Maritime Continent could exert influences on the MJ rainfall (Li et al 2018, Liu and Zhu 2021, Jin et al 2023. So far, many dynamical forecast systems and empirical regression models have been built to predict the MJ rainfall with moderate skills (Yim et al 2014, Zhao and Yang 2014, Xing et al 2017, Xing and Huang 2019, Martin et al 2020, Li et al 2023a.…”