Lake Pembroke 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 107.82 feet (32.86 m) above sea level. The nearest populated place is West Lake Wales, approximately 2.7 miles to the NNE.