dendrophilia
A paraphilia characterized by sexual attraction to trees, or other large plants. The person may have actual sexual contact with trees, may venerate them as phallic symbols, or both. Also called dendrophily.
Since there is no other term that is inclusive to other kinds of plant life, this may make sense as being the fetish tag for plants in general.