on the basis of SP and RBF model, the combination techonolegy was used to build a combination model of BOD and DO, and applied to water quality forecast in Panyu Shiqiao urban river. The results show that the model has minimum error in the three model, and the prediction accuracy also be improved, it means the combination forecasting method of BOD and DO is more effective in a complex water environment.