Goose Lake National Forest was established as the Goose Lake Forest Reserve by the U.S. Forest Service in Oregon on August 21, 1906 with . It became a National Forest on March 4, 1907. On July 1, 1908 the entire forest was added to Fremont National Forest and the name was discontinued.