Rice Pond Bay is a swamp located in Bladen County, North Carolina. It appears on the Elizabethtown South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 50.45 feet (15.38 m) above sea level. The nearest populated place is White Lake, approximately 2.7 miles to the NNE.