Abstract:In Honghe district,strong rainfall in May or April is the key weather,it is significant for agriculture and industry to predict the strong rainfall successfully.So, based on the assumption thatthe similiar atmospheric situation makes the similiar results,Shepard interpolation is drawn intoweather forecast and one kind of nonlinear nonmedel method is obtained.