Application of artificial neural networks in hydrological modeling: a case study of runoff simulation of a Himalayan glacier basin

The simulation of runoff from a Himalayan glacier basin using artificial neural network (ANN) is presented. The performance of ANN model is found superior compared to the energy balance model and the multiple regression model. The ANN is faster in learning and exhibits excellent system generalization characteristics.