Based on a large number of data analysis of historical drought years of soil moisture, using the soil moisture recession curve, the abnormal values of automatic monitoring were filtered to ensure the reliability of the automatic monitored moisture data, which can meet the requirement of the production precision, so as to reduce the frequency of manual monitoring, and save the cost of monitoring. Otherwise, the soil moisture recession curve can be used to forecast soil moisture under the condition of no rain.