as a kid i caught them with a fishing rod and piece of red fabric on a hook, and would also shoot them with a pellet gun or a .22, or a gig, but never shot one with a bow.
Our neighbors pond has them. Hear them croaking every night, but don't think they would appreciate the hunting.