Identification of Hickory Trees. Hickory trees (Carya spp.) are prized commercially for their very tough, hardwood, but many species produce edible fruit and can be cultivated as specimen trees. Grow them in a site with rich, well-drained soil and full-sun exposure. About one dozen hickory species are native to the United States. Of those, four are...