Flag Island is a island located in Lake of the Woods County, Minnesota. It appears on the Flag Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,090.58 feet (332.41 m) above sea level. The nearest populated place is Penasse, approximately 4.5 miles to the NW.