Flat Creek is a stream located in Rowan County, North Carolina. It appears on the High Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 562.25 feet (171.37 m) above sea level. The nearest populated place is Newsom, approximately 1.5 miles to the ESE.