Joel Cove is a valley located in Clay County, North Carolina. It appears on the Rainbow Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,212.65 feet (979.22 m) above sea level. The nearest populated place is Rainbow Springs, approximately 3.3 miles to the E.