“…Tropical cyclones (TCs) are one of the most catastrophic natural hazards, causing thousands of deaths and billions of dollars in economic losses every year (Emanuel et al., 2012; Mori & Takemi, 2016; Weinkle et al., 2012; Zhang et al., 2009, 2017). Over the last few decades, TC intensity change has been extensively researched, and significant progress to our understanding has been achieved (Demaria et al., 2014; Leroux et al., 2018; Rogers, 2021; Wang, 2014, 2018; Wang & Wu, 2004). However, forecasting TC intensity change, especially rapid intensification, still faces great challenges (Demaria et al., 2014; Leroux et al., 2018), as intensity change is impacted by complex processes across multiple scales involving both environmental forcing and internal structures (Hendricks et al., 2010; Kaplan & Demaria, 2003; Rogers, 2021; Wang & Wu, 2004).…”