“…Many areas of the United States (U.S.) are vulnerable to socioeconomic disruptions caused by extreme precipitation and resulting floods [Easterling et al, 2000;Spierre and Wake, 2010;Stevenson and Schumacher, 2014]. Recent examples include the October 2015 South Carolina flooding resulting from a series of prolific rainfall events that shattered or surpassed countless records throughout the state causing 17 casualties and about $12 billion in damage [Leberfinger, 2015;Mizzell et al, 2016], the August 2016 Louisiana flooding as extreme rainfall of more than 0.6 m fell over many areas sending rivers to record levels [Watson et al, 2017], and the January-February 2017 California flooding as heavy rainfall associated with atmospheric rivers [Rosen, 2017] pounded the state threatening the safety of reservoir dams and causing record-setting flooding and mudslides [Branson-Pott and Hamilton, 2017]. Unfortunately, regions of the U.S. are likely to see more of these catastrophic flooding events as there has been an increasing trend over the recent decades in both the frequency and particularly the intensity of extreme precipitation, and this trend is likely to continue into the future [Karl et al, 1995;Karl and Knight, 1998;Kunkel et al, 1994Kunkel et al, , 1999Kunkel et al, , 2003Kunkel et al, , 2007Easterling et al, 2000;Groisman et al, 2005Groisman et al, , 2012Alexander et al, 2006;Pryor et al, 2009;Matonse and Frei, 2013;Muschinski and Katz, 2013;Horton et al, 2014;Wuebbles et al, 2014;Ning et al, 2015;Yu et al, 2016].…”