I've seen turkeys fly up in trees many times when dogs come through. I've seen them in trees in the middle of the day for unknown reasons. I've seen them in trees eating acorns right off the branches in the middle of the day. It's not that uncommon for it to happen. Usually when they are in trees during the day, something spooked them.