The branch of paleontology that deals with the study of plant fossils.
physiology
noun
A branch of biology that deals with the functions and activities of life or of living matter (as organs, tissues, or cells) and of the physical and chemical phenomena involved.
How often have the words paleobotany and physiology occurred in a corpus of books? (source: Google Ngram Viewer )