The calculated distance (air line) between Jacksonville and Fleming Island is approximately 17 miles respectively 27 kilometers.
By car or train, the actual journey to Fleming Island is certainly longer, as only the direct route (as the crow flies) between Jacksonville and Fleming Island has been calculated here.
Air line (approximately)
27 kilometers
15 nautical miles