Township of Rock Creek is a civil located in Jefferson County, Kansas. It appears on the Meriden USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 980.97 feet (299.00 m) above sea level. The nearest populated place is Rock Creek, approximately 1.6 miles to the NNE.