Upper Pine Lake is a lake located in Pine County, Minnesota. It appears on the Giese USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,101.35 feet (335.69 m) above sea level. The nearest populated place is Finlayson, approximately 4.7 miles to the ENE.