In recent years, artificial neural networks have been investigated to substitute the ARMA models in estimating time series data. Abrahart and See (2000) compared ARMA models to artificial neural network (ANN) for forecasting river flow data for two contrasting catchments. The relative
performance between the ANN and ARMA forecasts were quite similar at each station using common data inputs.