Township of Coal Creek is a civil located in Montgomery County, Indiana. It appears on the Wingate USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 800.52 feet (244.00 m) above sea level. The nearest populated place is New Richmond, approximately 2.3 miles to the NE.