Pine Island is a island located in Rusk County, Wisconsin. It appears on the Flambeau Ridge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,056.96 feet (322.16 m) above sea level. The nearest populated place is Rivers Edge, approximately 1.5 miles to the N.