Rock Spring Pond is a lake located in Union County, South Carolina. It appears on the Glenn Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 481.57 feet (146.78 m) above sea level. The nearest populated place is Kennedy Mill, approximately 1.1 miles to the NNE.