“…The past decade has witnessed a number of rare heavy rainfall events in many countries leading to catastrophic flooding or landslides, as exemplified by recent events in Zhengzhou, China (Yin et al., 2022), New York, USA (The Washington Post, 2021), western Germany (Reuters, 2021), Milan Malpensa Airport, Italy (Wanted in Milan, 2021), and Singapore (FloodList, 2021). Zhengzhou was hit by massive flooding on 20 July 2021 due to an unprecedented 622.7 mm of rain that fell in 24 hr, which led to 292 known deaths and affected more than 11 million people, despite having invested over $80 million since 2016 in upgrading urban infrastructure (Li & Wang, 2022; Yin et al., 2022). The intensity and frequency of heavy rainfall events are expected to increase under a warming climate, as highlighted in recent studies and the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (Qing et al., 2022; Seneviratne et al., 2021; Zhu et al., 2018).…”