Trees are a symbol of wisdom in many cultures. The Professors are supposed to guide you along your Pokemon journey, symbolizing experience and wisdom, hence being named after the most patient of plants.
Of course, that's only a theory. Only Gamefreak knows. It's pretty much become a tradition by now. I don't think they'd break it.