From the bottom of the document that you cite:
> We note that the bearing from Array 1 to the most probable source of the Hum points well to the South of Zug Island. The bulk of our observations from both stations do not support the hypothesis that the source of the Hum emanates from Zug Island.
Even if it is from Zug Island, "unknown origin" is still appropriate until they know WHAT is causing it.