Pine Island Lake is a lake located in Becker County, Minnesota. It appears on the Long Lost Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,596.72 feet (486.68 m) above sea level. The nearest populated place is Elbow Lake, approximately 4.7 miles to the W.