Shelter Island is a island located in Chippewa County, Michigan. It appears on the Marble Head USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 589.32 feet (179.62 m) above sea level. The nearest populated place is Johnswood, approximately 3.5 miles to the NW.