The calculated distance (air line) between East Dereham and Southampton is approximately 158 miles respectively 255 kilometers.
By car or train, the actual journey to Southampton is certainly longer, as only the direct route (as the crow flies) between East Dereham and Southampton has been calculated here.
Air line (approximately)
255 kilometers
138 nautical miles