Shelter Island is a island located in Herkimer County, New York. It appears on the Old Forge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,699.48 feet (518.00 m) above sea level. The nearest populated place is Mountain Lodge, approximately 3.6 miles to the SW.