Rock Springs is a spring located in Greene County, Indiana. It appears on the Koleen USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 586.75 feet (178.84 m) above sea level. The nearest populated place is Koleen, approximately 1.1 miles to the W.