Cleveland Creek is a stream located in Muskegon County, Michigan. It appears on the Big Blue Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 620.08 feet (189.00 m) above sea level. The nearest populated place is Lakewood, approximately 5.4 miles to the S.