It's easier to do a vertical stitch, as opposed to a horizontal. In a vertical stitch with a reasonably wide lens, it's possible to take care of all the traffic and most of the trees. It's also important to do the second image rather quickly, so that shadows don't move so much.
Cheers,
Kumar