Tannery Creek is a stream located in Emmet County, Michigan. It appears on the Harbor Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 578.70 feet (176.39 m) above sea level. The nearest populated place is Bay View, approximately 0.8 miles to the SW.