Peters Creek is a stream located in Doniphan County, Kansas. It appears on the Halls USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 794.09 feet (242.04 m) above sea level. The nearest populated place is Wathena, approximately 0.9 miles to the N.