Blueberry Island is a island located in Pine County, Minnesota. It appears on the Cedar Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 953.24 feet (290.55 m) above sea level. The nearest populated place is Mission Creek, approximately 5.8 miles to the WNW.