Square Lake is a lake located in Palm Beach County, Florida. It appears on the Riviera Beach USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 9.17 feet (2.80 m) above sea level. The nearest populated place is Palm Lake Estates South, approximately 1.6 miles to the SSE.