Cemetery Island is a island located in Monroe County, Indiana. It appears on the Hindustan USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 629.59 feet (191.90 m) above sea level. The nearest populated place is Fleener, approximately 1.2 miles to the N.