Lying in the Canadian Arctic Archipelago it is a part of the Queen Elizabeth Islands , with Cape Columbia being the most northerly point of land in Canada . Lying within the Canadian Arctic Archipelago it is considered part of the Queen Elizabeth Islands , with Cape Columbia being the most northerly point of land in Canada .