Rocky Spring Branch is a stream located in Davidson County, North Carolina. It appears on the Lexington West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 691.95 feet (210.91 m) above sea level. The nearest populated place is Montclair, approximately 1.5 miles to the N.