Flat Lake Creek is a stream located in Randolph County, Arkansas. It appears on the Pocahontas USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 270.36 feet (82.41 m) above sea level. The nearest populated place is Engelberg, approximately 1.1 miles to the ENE.