Rocky Branch is a stream located in Bedford County, Virginia. It appears on the Bedford USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 717.24 feet (218.61 m) above sea level. The nearest populated place is Joppa Mill, approximately 0.9 miles to the ESE.