Spruce Pine Island is a island located in Pike County, Kentucky. It appears on the Elkhorn City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 793.85 feet (241.97 m) above sea level. The nearest populated place is Elkhorn City, approximately 0.7 miles to the NW.