“…Analysis of future drought scenarios is a relevant concern in planning and management of water resources systems, particularly when water volumes must be allocated (Bruins, 2003). Prediction of future droughts should be undertaken considering the time and spatial variability of the water resources and their inherent uncertainty (Basson and Van Rooyen, 2001).…”