WANG Li-li, WANG Zhen-long, DU Fu-hui, WANG Jian, XU Ying-ying, FAN Yue
Water Saving Irrigation. 2020, (7):
54-58.
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It is very important to accurately grasp the dynamic change of soil moisture for making irrigation plan. Seven factors of hydrometeorology including soil water, groundwater depth, rainfall, water surface evaporation, wind speed, sunshine hours, temperature and absolute humidity were used in Wudaogou experimental station from 1991 to 2018. Through correlation analysis, four key factors of hydrometeorology were selected. Taking the most influential as the initial variables and adding them to four factors one by one, the multiple regression prediction models of soil moisture content in different growth stages and different soil layers (0~0.2, 0.2~0.4, 0.4~0.6, 0.6~0.8, 0.8~1.0, 0~0.5 m) of summer maize were established. The results showed that the correlation between soil moisture and meteorological factors in different soil layers was consistent; the correlation between soil moisture with groundwater depth and absolute humidity was the largest; the correlation between soil moisture with air temperature and absolute humidity was the most significant in flowering maturity period; in other growth stages, the correlation between soil moisture with groundwater depth and absolute humidity was the largest; with the increase of key influencing factors, the prediction accuracy was improved; when the influencing factors were 4, R2 was 0.99 at most; the soil moisture models of different soil layers had better prediction ability; with the increase of depth, the average relative error could be controlled within 0.1.This study is of great significance to grasp the changes of soil water in each growth stage of crops and guide the precise irrigation of crops.