Peanut Island is a island located in Palm Beach County, Florida. It appears on the Riviera Beach USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1.16 feet (0.35 m) above sea level. The nearest populated place is Riviera Beach, approximately 0.7 miles to the W.