The calculated distance (air line) between Gainesville and Fleming Island is approximately 47 miles respectively 76 kilometers.
By car or train, the actual journey to Fleming Island is certainly longer, as only the direct route (as the crow flies) between Gainesville and Fleming Island has been calculated here.
Air line (approximately)
76 kilometers
41 nautical miles