Walnut Creek is a stream located in Harvey County, Kansas. It appears on the Elbing USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,390.24 feet (423.75 m) above sea level. The nearest populated place is Annelly, approximately 3.9 miles to the S.