Xinjiang is the most important cotton producing area in China. In the cotton planting process, mulching drip irrigation technology is usually used, which has the functions of moisturizing and inhibiting weed growth, etc. After one planting cycle, residual mulching film in the soil will adhere to the soil, resulting in difficult mechanical recovery of mulching film. At present, the influence of various factors on the adhesion between soil and mulching film is unclear. In order to solve this problem, single-factor experiment and multi-factor experiment were used to verify the variation rule of soil adhesion. The results of single factor experiment showed that the effect of soil particle size on its adhesion increased first and then decreased, and the maximum adhesion appeared in the particle size of 8.47um to 33.87um. The influence of soil contact time on the adhesion of mulch film increased first and then stabilized, and reached the peak value at 5 minutes. When soil is affected by pressure, soil adhesion increases first and then decreases, and reaches the maximum at 1500N. Soil moisture content also affected the adhesion, reaching the maximum value at 22.87%. Multi-factor analysis showed that contact time, moisture content and particle size had significant effects together. The regression equation was established to predict the adhesion between film and soil, which provided theoretical support for the treatment of residual film and mechanized recovery.