Long Lake is a lake located in Polk County, Florida. It appears on the Alturas USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 119.07 feet (36.29 m) above sea level. The nearest populated place is Alturas, approximately 0.9 miles to the NW.