Anderson Island is a island located in Bayfield County, Wisconsin. It appears on the Namekagon Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,405.43 feet (428.38 m) above sea level. The nearest populated place is Namekagon, approximately 2.5 miles to the ESE.