Pine Prairie Bay is a lake located in Bradley County, Arkansas. It appears on the Marsden USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 67.55 feet (20.59 m) above sea level. The nearest populated place is Careyville Landing, approximately 3.9 miles to the W.