Township of Deep Creek is a civil located in Clinton County, Iowa. It appears on the Andover USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 711.94 feet (217.00 m) above sea level. The nearest populated place is Goose Lake, approximately 1.6 miles to the SSW.