Short-term runoff forecasting using an adaptive network-based fuzzy inference system (ANFIS)

Madani M.H., Talei A., Jansson P-E., Liang J., 2nd European Conference on Flood Risk Management, 20-22 Nov 2012, Rotterdam, Netherlands, 2012

This study presents an application of an Adaptive Network-based Fuzzy Inference System (ANFIS), as a neuro-computational technique, for short-term runoff forecasting in one of the sub-catchments of Rönne basin, South Sweden. Klippan_2 sub-catchment with total area of 241.3 km2 is a part of Rönne river catchment which drains a large area of about 1900 km2 in the southern Sweden and empties into the Kattegat area of Baltic Sea on the Swedish west coast. Results showed that ANFIS is a superior model to autoregressive model with exogenous inputs (ARX)