Soil moisture dynamics and dominant controls at different spatial scales over semiarid and semi-humid areas

•Soil moisture dynamics (SMC) studied in the 0–500 cm profile at three spatial scales.•SMC vertical changes in the 0–500 cm soil profile divided into four changing layers.•SMC dominant controls determined at three spatial scales by partial least squares regression.•SMC dominant controls varied in diverse soil layers and different spatial scales.