Cowpen Bay is a swamp located in Polk County, Florida. It appears on the Dundee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 101.71 feet (31.00 m) above sea level. The nearest populated place is Dundee, approximately 4.7 miles to the WSW.