The stepwise regression analysis of soil moisture and meteorological factors was carried out based on the soil moisture data of Xichang dry land and whether the last measured values was added to the selected factors. The results showed that the precipitation, evaporation and rainless days of the selected factors were more closely related to soil moisture, and after adding the last measured values as a factor, the fitting accuracy and prediction accuracy of the regression equation are obviously improved.