Walnut Creek is a stream located in Wilson County, Kansas. It appears on the Middletown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 878.71 feet (267.83 m) above sea level. The nearest populated place is Middletown, approximately 0.8 miles to the WNW.

Nearby Features