Using the empirical orthogonal function(EOF)and the optimum subset regression(OSR),the statistical forecast model of dryness and wetness was established.The model includs both the principal feature of predictant and the optimum grouping of predictor.The result shows that the EOF-OSR model is important for the actural operational predictions.