We tend to focus on leaves and flowers in order to identify trees; but in fact it is the branch and twig pattern that is really helpful.  It is also the pattern that we see for at least half of the year.  Here is the big Cucumber Magnolia looking just as pretty in the winter as in the summer, with its characteristic open, curving up, smooth twigs:

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