The calculated distance (air line) between Merritt Island and Melbourne is approximately 32 miles respectively 51 kilometers.
By car or train, the actual journey to Melbourne is certainly longer, as only the direct route (as the crow flies) between Merritt Island and Melbourne has been calculated here.
Air line (approximately)
51 kilometers
28 nautical miles