Earle Cove is a bay located in Queen Anne's County, Maryland. It appears on the Centreville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.36 feet (0.11 m) above sea level. The nearest populated place is Corsica Landing Estates, approximately 0.4 miles to the ENE.