Now showing items 1-3 of 3
ANN and fuzzy logic models for simulating event-based rainfall-runoff
(American Society of Civil Engineers, 2006-12)
This study presents the development of artificial neural network (ANN) and fuzzy logic (FL) models for predicting event-based rainfall runoff and tests these models against the kinematic wave approximation (KWA). A three-layer ...
Fuzzy logic for rainfall-runoff modelling considering soil moisture
This study developed Mamdani-type fuzzy logic model to simulate daily discharge as a function of soil moisture measured at three different depths (10, 20 and 40 cm) and rainfall. The model was applied to 13 km2 size Colorso ...
Coupling soil moisture and precipitation observations for predicting hourly runoff at small catchment scale
The importance of soil moisture is recognized in rainfall-runoff processes. This study quantitatively investigates the use of soil moisture measured at 10, 20, and 40cm soil depths along with rainfall in predicting runoff. ...