Nelson Reservoir is a reservoir located in Kearney County, Nebraska. It appears on the Upland SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,114.47 feet (644.49 m) above sea level. The nearest populated place is Upland, approximately 4.4 miles to the SW.