It wouldn't be Ivan Drever's Tall Ships, Amos; that doesn't contain the line Dimplydoo quoted, and it doesn't mention Aberdeen.  As I said, the term was a common one and can be relied on to turn up in a good many songs about herring; what we need is the song with that title...