Barnum Bay is a bay located in Adams County, Wisconsin. It appears on the Arkdale NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 923.54 feet (281.49 m) above sea level. The nearest populated place is New Rome, approximately 3.5 miles to the NNE.