Earlier on Wednesday, ChilternRailways announced its services would not stop at Wembley Stadium Station after 1200 BST on Wednesday for safety reasons.
Airport spokesman James Godfrey said there were already plans for ChilternRailways to call at south Kidlington at a new station due to be built at Water Eaton Parkway in 2013.