Casper Gulch Spring is a spring located in Harding County, South Dakota. It appears on the McKenzie Butte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,238.25 feet (987.02 m) above sea level. The nearest populated place is Ladner, approximately 9.7 miles to the NW.