Downscaling satellite-derived soil moisture in the Three North region using ensemble machine learning and multiple-source knowledge integration

This study presents a reliable framework for downscaling satellite-derived soil moisture, leveraging ensemble machine learning and multiple knowledge sources, and demonstrates the superiority of the Bayesian-based method over four individual machine learning methods.