Nelson Island is a island located in Johnson County, Kansas. It appears on the Edwardsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 764.35 feet (232.97 m) above sea level. The nearest populated place is Holliday, approximately 0.4 miles to the SW.