The calculated distance (air line) between Alcochete and Rio de Mouro is approximately 20 miles respectively 32 kilometers.
By car or train, the actual journey to Rio de Mouro is certainly longer, as only the direct route (as the crow flies) between Alcochete and Rio de Mouro has been calculated here.
Air line (approximately)
32 kilometers
17 nautical miles