It also flows through Yellowstone National Park and feeds Yellowstone Lake . The Yellowstone River flows northward through Yellowstone National Park , feeding and draining Yellowstone Lake , then dropping over the Upper and Lower Yellowstone Falls at the head of the Grand Canyon of the Yellowstone within the confines of the park .