“…Kourgialas and Karatzas, 2011), although other statistical methods such as machine learning are also commonly used (Tehrany et al, 2014(Tehrany et al, , 2015. In certain geographical contexts where resources are scarce (inexistence of input data to run hydrologic and hydraulic flood models, insufficient time to conduct field studies of fluvial geomorphology, or other financial or technical constraints) the availability of tools that provide hazard assessments less dependent on such requirements is a valuable asset (AOS, 1991;Hagen et al, 2010;Nobre et al, 2011;Yan et al, 2014aYan et al, , 2014b. A comprehensive application of this approach along with data provided by geomorphological analysis, flow levels, topographic bases, and historical hydrological records was developed for the Arno river basin (Morelli et al, 2014).…”