The calculated distance (air line) between Merritt Island and Palm Bay is approximately 35 miles respectively 57 kilometers.
By car or train, the actual journey to Palm Bay is certainly longer, as only the direct route (as the crow flies) between Merritt Island and Palm Bay has been calculated here.
Air line (approximately)
57 kilometers
31 nautical miles