"This outward-bound chantey arose from the North Atlantic packet trade. Western Ocean is an English and Irish reference to the Atlantic, which lies to the west of the British Isles..."
The more modern version, Leave Her, Johnny, was reserved for the last spell at the pumps after the ship was fastened to the pier.