Anderson Lake is a lake located in Clearwater County, Minnesota. It appears on the Leonard USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,276.12 feet (388.96 m) above sea level. The nearest populated place is Leonard, approximately 4.7 miles to the S.