Shelfer Bay is a lake located in Jackson County, Florida. It appears on the Sneads USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 127.64 feet (38.90 m) above sea level. The nearest populated place is Inwood, approximately 1.9 miles to the SSE.