NOAA's Climate Prediction Center publishes some nice, high level maps, such as this one regarding soil moisture levels, but doesn't provide historical access to previous editions. At least not that I can find. This "git scraping" repo makes an archive of them and combines the images into an animated GIF.
Daily soil moisture (mm)
Daily soil moisture anomaly (mm)
Daily soil moisture percentile
