Gee...fifteen-pound rats? There are poisons that will kill them, but they kill desirable species too.
Alligators like eating nutria but Louisiana is thick with both nutria and alligators.
Mountain lions will also eat nutria, but they like eating people's dogs better. AND you have to import mountain lions.