Plate Prairie is a flat located in Collier County, Florida. It appears on the Deep Lake SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6.56 feet (2.00 m) above sea level. The nearest populated place is Weavers Station, approximately 4.4 miles to the S.