Shields Cove is a valley located in Grainger County, Tennessee. It appears on the Luttrell USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 916.38 feet (279.31 m) above sea level. The nearest populated place is Lea Springs, approximately 0.9 miles to the ESE.