Several sensors are available for measuring soil moisture from space (ASCAT, SMOS, SMAP, AMSR-E, AMSR2, ESA CCI, ...). These datasets have nearly daily temporal resolution and 25X25 km space resolution. Many related answers with more details are available on RG (e.g., https://www.researchgate.net/post/which_are_the_better_satellites_for_soil_moisture_studying_in_arid_zones; https://www.researchgate.net/post/How_can_I_get_the_soil_moisture_products_freely_online; ...).