Rice Bayou is a stream located in Tangipahoa County, Louisiana. It appears on the Ponchatoula NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1.64 feet (0.50 m) above sea level. The nearest populated place is Lees Landing, approximately 1.1 miles to the SE.