Shelter Cove is a bay located in Prince of Wales-Hyder County, Alaska. It appears on the Port Alexander B-1 NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 146.65 feet (44.70 m) above sea level. The nearest populated place is Rowan Bay, approximately 15.0 miles to the NW.