“…With the influence of climate change and extreme El Niño events (Ward, et al, 2014;Cai, et al, 2014), flood events caused by extreme precipitation are occurring frequently in many regions around the world (Kirezci, et al, 2020;Najibi and Devineni, 2018;Almazroui, 2020). From 2020 to 2023, catastrophic floods caused by several extreme rainfall events were reported in Germany (Tradowsky, et al, 2023), China (Hsu, et al, 2021), Italy (Valente, et al, 2023), Japan (Kobayashi, et al, 2023), Pakistan (Nanditha, et al, 2023) and other developed or developing countries and regions, even in some desert areas (e.g., Taklimakan Desert (Li and Yao, 2023) and Atacama Desert (Cabré, et al, 2023)). Research shows that under a high emissions scenario, in latitudes above 40 o north, compound flooding could become more than 2.5 times as frequent by 2100 compared to present (Bevacqua, et al, 2020).…”