There is a gander at our park lake that thinks ducks are small geese and every time there are new ones, especially large ones like mixed breeds or Pekins, he has to check them out. He was even caught mating with one of the ducks, injuring her because he was so big. Is your goose a gander? Perhaps he thought the duck was his mate and tried to mate her.