Miller researches coastal dune vegetation and the forces that influence plant communities on barrier islands, especially in the northern Gulf of Mexico. He has been conducting a long-term study of the vegetation at several locations to isolate the effects of hurricanes, drought, geomorphology and succession on both the vegetation living on dunes and the structure of the dunes themselves.