In 1810 Flüggé established the first botanical garden in Hamburg. He is remembered for his research of grasses in the genus Paspalum. The plant genus Flueggea from the family Phyllanthaceae is named in his honor. In 1810 he published the monograph Graminum Monographiae. Pars 1, Paspalum, Reimaria.