Township of Cleveland is a civil located in Leelanau County, Michigan. It appears on the Glen Arbor USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 583.99 feet (178.00 m) above sea level. The nearest populated place is Port Oneida, approximately 1.9 miles to the W.