Nels Olson 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 1,319.23 feet (402.10 m) above sea level. The nearest populated place is Leonard, approximately 4.6 miles to the SSE.