Abstract: In this thesis, we apply artificial neural network based on non-linear combinatorial forecasting method to stream flow forecast. Using the data from Taiyangtuo flood in 1996, we make combinatorial modeling and predictions of the two construeted models by using three-layer BP network. Compared to other approaches, this method improves prediction accuracy, and the results are satisfactory.