“…Identifying the runoff from the rainfall events is required for investigating the forecasting of the stream ow from rainfall (Smith, 1965). Such forecasts are essential for deciding design factors of hydraulic infrastructures, early warnings of oods or droughts, operating reservoir or hydropower plants, and planning irrigation and water resources management activities (Bakhtiari, 2018;Ferraro, Costabile, Costanzo, Petaccia, & Macchione, 2020;Li et al, 2020;Ren, Hong, Li, Kang, & Li, 2020;Yang, Magnusson, Huang, Beldring, & Xu, 2020). The relationship between rainfall and runoff is always very di cult to be structured because of the immense spatial and temporal variability of rainfall and the physical characteristics of the watershed, as well as a few hydrological features of the watershed that should be included in the model process (Choi, Shin, & Kim, 2020;Gan, He, & Qin, 2020;Ling et al, 2019).…”