“…Similarly, the simulation performance of low flow events significantly affects the prediction errors of water quality concentrations (van Griensven et al, 2006). Thus, the term ''flow regime" was put forward (Langbein and Iseri, 1960), and the ecologically relevant metrics (ERMs) system was gradually formed to describe overall flow paradigm using magnitude, frequency, variability, timing, duration and rating of flow events (Richter et al, 1996;Olden and Poff, 2003;Poff et al, 1997Poff et al, , 2010aKnight et al, 2008Knight et al, , 2012Kennard et al, 2010). It is necessary and urgent to enrich WRIs to predict the entire flow regimes, which will provide hydrological foundations for the integrated water resources management, particularly for flood control, river environment improvement and restoration, and water project regulations.…”