Chemical Creek is a stream located in Marinette County, Wisconsin. It appears on the Coleman Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,233.34 feet (375.92 m) above sea level. The nearest populated place is Goodman, approximately 4.5 miles to the WNW.