Glover Cove is a valley located in Madison County, Alabama. It appears on the New Hope USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 616.80 feet (188.00 m) above sea level. The nearest populated place is Poplar Ridge, approximately 2.3 miles to the SE.