Close-up of the flowers of an Astilbe cultivar. Astilbes have dense plumes of small feathery flowers. They are native to Asia and North America, growing in mountain ravines and woodland areas. They are a popular garden plant, well suited to growing in shady areas or by the edges of ponds.