Cowhouse Bay is a swamp located in Columbia County, Florida. It appears on the Fairview USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 137.80 feet (42.00 m) above sea level. The nearest populated place is Deep Creek, approximately 2.6 miles to the SW.