The Scottish Government has signed a lease with the owner of Castle Kennedy airfield, near Stranraer.
The transformation plan aims to reduce traffic at this northern entrance and create more parking spaces to make the station easier to use.
The Grade Two listed Ribblehead Viaduct was nearly lost forever three decades ago when the Government planned to close the route.