Rocky Branch is a stream located in Chatham County, North Carolina. It appears on the Colon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 196.22 feet (59.81 m) above sea level. The nearest populated place is Blacknel, approximately 1.5 miles to the ESE.