Nelson Lake is a lake located in Otter Tail County, Minnesota. It appears on the Elizabeth USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,323.79 feet (403.49 m) above sea level. The nearest populated place is Rothsay, approximately 2.7 miles to the W.