Rock Spring Branch is a stream located in Warren County, Virginia. It appears on the Linden USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 502.00 feet (153.01 m) above sea level. The nearest populated place is Shenandoah Farms, approximately 2.0 miles to the SW.