In art history class, many years ago, I saw a Roman encaustic painting that had a beardless Jesus. The professor assumed that he was painted the way a Roman who had never seen him would paint him. Spain was a Roman outpost, so it would not surprise me if the image was also Roman style.
Makes sense.