Catfish Bay is a bay located in Clinton County, New York. It appears on the Rouses Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 91.86 feet (28.00 m) above sea level. The nearest populated place is Rouses Point, approximately 2.5 miles to the N.