The calculated distance (air line) between Ferndown and Southampton is approximately 23 miles respectively 36 kilometers.
By car or train, the actual journey to Southampton is certainly longer, as only the direct route (as the crow flies) between Ferndown and Southampton has been calculated here.
Air line (approximately)
36 kilometers
20 nautical miles