Ensign Creek is a stream located in Shawnee County, Kansas. It appears on the Silver Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 890.68 feet (271.48 m) above sea level. The nearest populated place is Valencia, approximately 0.7 miles to the SW.