Forest vegetation of the Obed River gorge system in the Cumberland Plateau in Tennessee was sampled using 327 0.04 ha plots. Environmental variables were recorded for each of the plots. Cluster analysis using a minimum information technique (MINFO) and canopy importance values was used to classify ten plant community types: river birch, beech-tulip poplar, tulip poplar, white oak, hemlock, sweet birch-hemlock-chestnut oak, chestnut oak-white oak, white pine-white oak-chestnut oak, white oak-scarlet oak, and Virginia pine types. Canopy basal area ranged from 19.8 m2/ha (Virginia pine type) to 35.5 m2/ha (river birch type); canopy density ranged from 353.9 stems/ ha (beech-tulip poplar type) to 520.2 stems/ha (tulip poplar type). Reciprocal averaging ordination identified two gradients, a gradient arraying plant populations from xeric to mesic taxa and a second gradient separating mesic deciduous taxa from hemlock. Ordination scores correlated to environmental variables such that the first axis represented a gradient incorporating topographic position and soil moisture and the second gradient related to gorge width and probably protection. Division of the data set into subsets and reordinating supported this interpretation. Negative exponential, negative-power, and polynomial regression models of the diameter distribution curves were statistically significant for each type and for the distributions of many individual canopy species. Disturbance history of the vegetation was reflected in the diameter-class distributions of arboreal species, but only the river birch, tulip poplar and sweet birch-hemlock-chestnut oak types appeared to be successional.