Township of Rock Creek is a civil located in Cowley County, Kansas. It appears on the Wilmot USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,217.19 feet (371.00 m) above sea level. The nearest populated place is Rock, approximately 1.2 miles to the WNW.