The Arboretum has an extensive and constantly expanding collection of trees and shrubs based loosely on the original Tyson estate plantings. These include groves of magnolias, hollies, conifers and japanese maples as well as individual specimens of other species. Some of the trees planted by the original owners still stand on the lawns.