Township of Walnut Creek is a civil located in Mitchell County, Kansas. It appears on the Glen Elder South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,534.69 feet (467.77 m) above sea level. The nearest populated place is Glen Elder, approximately 4.3 miles to the N.