Walnut Creek is a stream located in Bourbon County, Kansas. It appears on the Cato USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 809.55 feet (246.75 m) above sea level. The nearest populated place is Dry Wood, approximately 2.0 miles to the SSW.