Canoe Creek is a stream located in Burke County, North Carolina. It appears on the Morganton South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,003.94 feet (306.00 m) above sea level. The nearest populated place is Hickory Grove (historical), approximately 0.5 miles to the ESE.