Little Goose Lake is a lake located in Cass County, Minnesota. It appears on the Shovel Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,414.21 feet (431.05 m) above sea level. The nearest populated place is Shovel Lake, approximately 5.0 miles to the NE.