Tree Wisdom: The Definitive Guidebook to the myth, folklore and healing power of trees by Jacqueline Memory Paterson
The book has a lot of the folklore associated with the trees. It is informative and easy to read. This you can read from cover to cover. It has a few black and white illustrations. I would recommend these books to read.