With stepwise regression analysis on the basis of the criterion from Prediction Error Sum of Squares (PRESS) and on the basis of the criterion from Residual Sum of Squares (RSS),the forecasting model of precipitation over Zhoushan in Rainy season (May to September) were studied.Moreover,the scheme of forecast ensemble by forecast results of two predictive method is proposed.Results show that effects of the prediction of this scheme are superior.