Smallmouth Bass in the Park. Rainbow trout, brown trout, and the native brook trout are the fish that are primarily targeted by fisherman inside the park. However, the streams of the Great Smoky Mountains do offer other angling opportunities. Smallmouth bass are another native game fish species that can be found in a number of the large lower elevation streams in the national park.