Most recently, in 2006 researchers from Iowa State University and the University of North Carolina recognised and described a third species, Arundinaria appalachiana Triplett, Weakley & L.G. Clark.
One of the more recent and thorough surveys of Arundinaria was undertaken by Floyd Alonzo McClure in 1973 and includes only one species, namely Arundinaria gigantea.