Tropical cyclones (TCs) over the western North Pacific (WNP) bring about enormous disasters to the Pacific islands and coastal regions (Peduzzi et al., 2012;Qin et al., 2023;Q. Zhang et al., 2009). Understanding variations in TC genesis, which largely determine the subsequent track, impact regions and the associated damages, would greatly benefit seasonal forecasting and thus the disaster mitigation for these regions (Camargo, Barnston, et al., 2007;Klotzbach et al., 2019).Sea surface temperature (SST) anomalies across the tropical and subtropical oceans including the Pacific Ocean, Atlantic Ocean and Indian Ocean, were found to play important roles in variations of the WNP TC genesis (Cai