Rock Lake is a lake located in Glades County, Florida. It appears on the Palmdale USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 22.91 feet (6.98 m) above sea level. The nearest populated place is Harrisburg, approximately 2.5 miles to the W.