Magnolia Island is a island located in Lake County, Florida. It appears on the Leesburg West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 65.81 feet (20.06 m) above sea level. The nearest populated place is Okahumpka (historical), approximately 2.1 miles to the ESE.