Copper Mine Branch is a stream located in Clay County, North Carolina. It appears on the Shooting Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,202.13 feet (671.21 m) above sea level. The nearest populated place is Shooting Creek, approximately 1.9 miles to the ESE.