Riviera Bay is a bay located in Pinellas County, Florida. It appears on the Port Tampa USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -0.80 feet (-0.24 m) above sea level. The nearest populated place is Gandy, approximately 1.2 miles to the N.