Cherry Lake is a lake located in Madison County, Florida. It appears on the Cherry Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 148.86 feet (45.37 m) above sea level. The nearest populated place is Cherry Lake, approximately 2.3 miles to the SSW.