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 1,393.14 feet (424.63 m) above sea level. The nearest populated place is Leonard, approximately 3.4 miles to the SE.