Nelson Lake is a lake located in Meeker County, Minnesota. It appears on the Grove City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,217.88 feet (371.21 m) above sea level. The nearest populated place is Atwater, approximately 2.5 miles to the W.