Soil moisture is notoriously difficult to measure, but multiple attempts have been made in the past to retrieve at least rough estimates of this important geophysical variable from space, using a variety of techniques. The most promising approach currently being pursued is by using microwaves.
The SMOS mission of the European Space Agency (ESA), launched in November 2009, is a good example of a successful mission with a long track record. Note, however, that this technology generates estimates at a fairly broad spatial resolution (35-50 km). Hence, if you plan to compare such values to field observations, you will need to elaborate a sophisticated sampling scheme in order to generate meaningful comparisons. In any case, look at the following web sites as a start:
There can be multiple satellite data products depending on spatial and temporal resolution. You can get the 10-km spatial resolution NASA-USDA Enhanced SMAP Global soil moisture data from Google Earth Engine.
For a more specific area, I would suggest going to the following two websites, specify your spatial range, go through the data products available for your intended region and choose according to your requirements.