Nelson Lake is a lake located in Becker County, Minnesota. It appears on the Big Cormorant Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,376.72 feet (419.62 m) above sea level. The nearest populated place is Cormorant, approximately 5.3 miles to the SSE.