Shelter Creek is a stream located in Ellis County, Kansas. It appears on the Pfeifer USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,854.80 feet (565.34 m) above sea level. The nearest populated place is Pfeifer, approximately 2.8 miles to the ENE.