Little Pine Key is a island located in Monroe County, Florida. It appears on the Big Pine Key USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2.37 feet (0.72 m) above sea level. The nearest populated place is Big Pine, approximately 4.8 miles to the SSW.