Nelse Lake is a swamp located in Cherry County, Nebraska. It appears on the Card Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,815.06 feet (1,162.83 m) above sea level. The nearest populated place is Jennings (historical), approximately 14.9 miles to the WSW.