Pelican Island is a island located in Cass County, Minnesota. It appears on the Whipholt USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,297.01 feet (395.33 m) above sea level. The nearest populated place is Brevik, approximately 4.4 miles to the ESE.