Kansas National Guard Armory Norton is a military located in Norton County, Kansas. It appears on the Norton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,337.20 feet (712.38 m) above sea level. The nearest populated place is Norton, approximately 0.6 miles to the S.