“…Since a cold and wet climate is favorable for the growth of C3 vegetation and a warm and dry climate is favorable for the growth of C4 vegetation, the abundance and climatic conditions of C3 and C4 vegetation can be inferred from stalagmite δ 13 C. In addition, Genty et al [41] believed that stalagmite δ 13 C can be used as an indicator of overlying biomass changes on the millennial timescale based on a study of the Villars Cave, thus reflecting the improvement or degradation in the ecological environment. Obviously, due to high correspondence between vegetation, biomass changes and climate factors (temperature and humidity), stalagmite δ 13 C can reflect climate change to a certain extent [23,26,27]. At the same time, various factors related to soil CO 2 have the same effects on stalagmite δ 13 C; that is, under good climate conditions, dense vegetation, large biomass and an increased C3/C4 ratio will lead to lighter δ 13 C, and vice versa [44].…”