Birch Cove is a valley 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 2,135.83 feet (651.00 m) above sea level. The nearest populated place is Shooting Creek, approximately 3.8 miles to the SSE.