Township of Sugar Creek is a civil located in Parke County, Indiana. It appears on the Wallace USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 646.33 feet (197.00 m) above sea level. The nearest populated place is Grange Corner, approximately 1.7 miles to the NE.