There is also an established line of Gould's in New England going back to the 1600's. The Descendants of Zaccheus Gould of Topsfield, Massachusetts, lists several generations; I believe it can be found online.
My ancestor James Gould grew up in New Hampshire, left for Cape Breton, Canada, and then returned to New Hampshire. Two of his children stayed in Canada and two came to the US @1830. Some others Goulds were Loyalists who permanently moved to Canada.
Hope this helps!