Little Pelican Lake is a lake located in Stearns County, Minnesota. It appears on the Holdingford USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,154.95 feet (352.03 m) above sea level. The nearest populated place is Saint Anna, approximately 1.0 miles to the N.