“observacion de aves” is correct, it refers to the act itself, “observar” means look or watch. A bird watcher is called “observador de aves” and there are enough of them to warrant the publication of guides:
Sometimes I have seen “birding” translated as pajareando (derived from pajaro), bird) but this is best avoided as it is close to a slang term for masturbation.