I see that the tune doesn't work in the version in the Digital Tradition (click). I'll see if I can transcribe and post a MIDI later. It's in The Essential Ewan MacColl Songbook, and on the radio-ballad CD, The Big Hewer. Yes, it does sound Japanese to me.
-Joe Offer-