A objective method and automatic operational system by using Kalman filter technique based on the factors of T63 output products for casting the 48hours' maximum and minimum temperature are given.The results show that the forecasting method can complement the defect that the temperature forcasting in prefecture observatory mainly depends on subjective method and has a certain ability to forecast the temperature.