Cherry Lake is a lake located in Lake County, Florida. It appears on the Clermont West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 93.24 feet (28.42 m) above sea level. The nearest populated place is Groveland, approximately 3.4 miles to the SW.