Pelican Lake is a lake located in Alger County, Michigan. It appears on the Au Sable Point SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 917.78 feet (279.74 m) above sea level. The nearest populated place is Sunrise Landing, approximately 3.1 miles to the SE.