Nelson Lake is a lake located in Cherry County, Nebraska. It appears on the Eli USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,187.76 feet (971.63 m) above sea level. The nearest populated place is Eli, approximately 4.6 miles to the SW.