Abstract. Surface soil moisture (SSM) is crucial for understanding the hydrological process of our earth surface. The passive microwave (PM) technique has long been primary tool estimating global SSM from view satellites, while coarse resolution (usually >?10 km) PM observations hampers its applications at finer scales. Although quantitative studies have proposed downscaling satellite PM-bas...