Long Island is a island located in Cook County, Minnesota. It appears on the Munker Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,490.73 feet (454.37 m) above sea level. The nearest populated place is Prairie Portage, approximately 25.5 miles to the WSW.