Pats Island is a island located in Marion County, Florida. It appears on the Juniper Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 54.06 feet (16.48 m) above sea level. The nearest populated place is Yellow Bluff, approximately 2.5 miles to the NNE.