“…The bulk of research on TCs has focused on the dynamics of TC genesis (Chia & Ropelewski, 2002; Gray, 1998), landfall (Chan & Liang, 2003; Kossin, 2018; Tuleya et al, 1984), track (Fraedrich & Leslie, 1989; Harr & Elsberry, 1991; Holland & Lander, 1993; Riehl & Shafer, 1944; Sun et al, 2017a), intensity (Camargo & Sobel, 2005; Emanuel et al, 2004), and destructiveness (Emanuel, 2005; Sun et al, 2017b). As the most active basin of TC frequency in the world (Chan, 2005), the TCs over the western North Pacific (WNP) cause serious social and economic destruction in the Asia‐Pacific region (Gao et al, 2018; Park et al, 2011; Peduzzi et al, 2012). A skillful seasonal prediction of TC activities is crucial for the preparation and reduction of TC‐related losses (Choi et al, 2016).…”