The application of artificial neural network to rainfall mid range forecasting was discussed by combining it with statistics means. The statistics means was used to forecast rain or not. Then ANN was used to develop rainfall forecast model. Studies suggest that ANN is an effectual way to improve rainfall forecast, but it was unfavorable for heavy rain forecast.