“…Studies looking in detail into individual rainfall event characteristics in RCM simulations are missing despite the fact that such characteristics of heavy rainfall events as event depth, duration, or intensity are relevant for urban hydrology (e.g. Einfalt et al, 1998;Barbosa et al, 2012;Willems et al, 2012) and determine characteristics of various hydrological processes as overland flow generation and shape of the resulting hydrograph (Singh, 1997), soil moisture dynamics (Wang et al, 2008;He et al, 2012), infiltration (Ran et al, 2012), rainfall erosion (Wischmeier and Smith, 1978), evaporation (Dunkerley, 2008a), storm sewer flow rates and direct runoff (Schilling, 1991;Giulianelli et al, 2006). Therefore considering these individual rainfall event characteristics is important also in RCM evaluation studies, which has been highlighted already by, for example, Westra et al (2014), who suggested (among other things) to focus on (spatial structure and) temporal evolution of rainfall events and their timing and intermittency.…”