A spatial downscaling approach for the SMAP passive surface soil moisture product using random forest regression

Overall, this study suggests that the proposed RF-based downscaling method is able to capture the variation of SSM well, and it should be helpful to improve the resolution of passive microwave soil moisture data and facilitate their applications at small scales.