Cline Creek is a stream located in Caldwell County, North Carolina. It appears on the Globe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,211.98 feet (369.41 m) above sea level. The nearest populated place is Maple Grove, approximately 2.4 miles to the W.