This dissertation describes the isolation and structural elucidation of natural products from various plant materials. Chromatographic and spectroscopic techniques were used to isolate and determine the structures of terpenes, terpenoids, and other secondary metabolites. Several hitherto unknown compounds were characterized, including (+)-axinyssene from Otostegia integrifolia, guaia-1(10),11-diene and guaia-9,11-diene from Peucedanum tauricum, four sesquiterpenoids from Chloranthus spicatus, isoligustilide from Meum athamanticum, and two diterpenes and four sesquiterpenes from Rad