Discover one of the most beautiful places in Peru while going through the waters of one of the deepest canyons in the world. The Colca Canyon, 2 hours from the city of Arequipa, in southern Peru, is one of the deepest canyons in the world (3,191 meters), almost twice the depth of the Grand Canyon.