“…Informed societal adjustment to potential climatic changes requires in depth understanding of Earth's atmospheric response to various natural and man‐made forcings, including greenhouse gas emission scenarios associated with different rates of economic and population growth [see e.g., IPCC, ; Vrac et al ., ; Fowler et al ., ; Wetterhall et al ., ; Johnson and Sharma , ; Raje and Mujumdar , ; Palatella et al ., ; Annan et al ., ; Hasson et al ., , among others]. For the latter purpose, one needs accurate estimates of hydrological variables at a regional level and fine temporal scales (e.g., daily), suitable to run hydrologic models, and conduct impact studies [see e.g., Wilby and Harris , ; Perkins et al ., ; Kjellström et al ., ; Wilby , ; Evans and McCabe , ; Stoll et al ., ; Teutschbein et al ., ; Sulis et al ., ; Deidda et al ., ; Langousis and Kaleris , ; Camici et al ., ; Piras et al ., ; La Jeunesse et al ., ; Dentoni et al ., ; Majone et al ., ; Maurer et al ., ; Herrmann et al ., ].…”