After comparing the removal effect of Vallisneria natans on Cu2+, Zn2+, Cd2+, Pb2+, and the responses of chlorophyll fluorescence parameters at low, medium and high concentration levels, our results showed that:(1) Among the four heavy metals, Vallisneria natans has the best removal effect on Cu2+ and the highest absorption of Zn2+. The maximum absorption of Cu2+, Zn2+,Cd2+ and Pb2+ by bitter grass were 4.21, 25.3, 0.231 and 0.509 μg/g respectively, the attenuation ratio of the medium mass concentration group of Cu2+ was the highest (47.33%),and that of the low mass concentration group of Zn2+, Cd2+, Pb2+ was the highest (33.13%, 29.2%, 45.7%);(2) Under heavy metal stress, the chlorophyll a content of Vallisneria natans in the Cu2+ and Zn2+ high mass concentration groups decreased less than that in the Cd2+ and Pb2+ high mass concentration groups, and the order of the decrease in chlorophyll b content was Zn2+ >Cu2+ >Cd2+ >Pb2+, and the high mass concentration group decreased significantly. (3) The maximum photochemical efficiency (Fv/Fm) and potential photochemical efficiency (Fv/F0) of Vallisneria natans increased in different degrees under Cu2+ and Zn2+ stress, but decreased significantly under Cd2+ and Pb2+ stress. The photochemical quenching coefficient (Qp), non-photochemical quenching efficiency (Qn) and the quantum yield of regulatory energy dissipation (YNPQ) all decreased with the increase of heavy metal mass concentration, in which the decrease of Qp in Zn2+, Cu2+, Cd2+, Pb2+ mass concentration groups decreased in turn, while the effective quantum yield (YⅡ) increased with the increase of heavy metal mass concentration. In general, Vallisneria natans is more suitable for removing Cu2+ and Zn2+ in water. The research results may lay a foundation for the ecological restoration of heavy metal polluted rivers. [ABSTRACT FROM AUTHOR]