The Arctic Cordillera mountain system covers much of Ellesmere Island , so it has the most mountains in the Canadian Arctic Archipelago . The Arctic Cordillera mountain system covers much of Ellesmere Island , making it the most mountainous in the Canadian Arctic Archipelago .