Soil Moisture Mapping from Satellite Images for Better Irrigation Management

Is anyone using satellite images particularly with synthetic aperture radar to produce soil moisture maps? If you are creating soil moisture map with satellite images please share your experience and detailed methodology you have adopted. Were you able to create high quality detailed soil moisture maps for day to day use and determining irrigation inputs with your adopted method?