Jules Verne in his book "Journey to the Center of the Earth," ends his novel with the three protagonists escaping to the surface via the Stromboli volcano shaft.
The volcano is also mentioned in "Thus Spoke Zarathustra" by Friedrich Nietzsche.
Alexander Dumas also wrote about Stromboli.