Juniper Bay is a swamp located in Walton County, Florida. It appears on the Liberty USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 229.78 feet (70.04 m) above sea level. The nearest populated place is Glendale, approximately 0.7 miles to the E.