Gum Bayou is a gut located in Humphreys County, Mississippi. It appears on the Belzoni USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 101.80 feet (31.03 m) above sea level. The nearest populated place is Brooklyn, approximately 2.4 miles to the N.