The calculated distance (air line) between Fuenlabrada and Valdemoro is approximately 9 miles respectively 14 kilometers.
By car or train, the actual journey to Valdemoro is certainly longer, as only the direct route (as the crow flies) between Fuenlabrada and Valdemoro has been calculated here.
Air line (approximately)
14 kilometers
8 nautical miles