Walnut Creek is a stream located in Jefferson County, Kansas. It appears on the Valley Falls USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 906.75 feet (276.38 m) above sea level. The nearest populated place is Valley Falls, approximately 0.6 miles to the SSW.