Cooper 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 1,423.88 feet (434.00 m) above sea level. The nearest populated place is Prairie Portage, approximately 24.7 miles to the WSW.