“…Precipitation variability, manifesting in swing between extreme floods and droughts, poses significant risks to human lives, environment, society and properties, and challenges water management (e.g., Cayan et al, 1999;IPCC, 2012;Ralph et al, 2006;Warner et al, 2012). For example, an increase in extreme heavy rainfall under global warming has been reported widely in the literature (e.g., Gao et al, 2016;O'Gorman, 2015;Pendergrass & Gerber, 2016;Swain et al, 2018). For example, an increase in extreme heavy rainfall under global warming has been reported widely in the literature (e.g., Gao et al, 2016;O'Gorman, 2015;Pendergrass & Gerber, 2016;Swain et al, 2018).…”