Coal Creek is a stream located in Montgomery County, Kansas. It appears on the Independence USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 854.14 feet (260.34 m) above sea level. The nearest populated place is Blake, approximately 2.3 miles to the NW.