East Nelson Lake is a lake located in Morrison County, Minnesota. It appears on the Motley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,240.19 feet (378.01 m) above sea level. The nearest populated place is Motley, approximately 3.1 miles to the NNW.