Little Joe Spring is a spring located in Harding County, South Dakota. It appears on the Battleship Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,284.32 feet (1,001.06 m) above sea level. The nearest populated place is Reva, approximately 6.5 miles to the SE.