RS data usually give soil moisture only for the upper 5 centimeters or even less depending on vegetation type. So this data is a main source of uncertainty in hydrology modeling.
If you have only 1000 km2 it is better use discharge measurements as an indicator of average soil moisture on the watershed and then map it back according to topography based on Topmodel theory.