Chen Qiqi, Liu Yuxia, Zhang Meng, Lin Kuangfei, Wang Zhiping, Liu Lili
State Environmental Protection Key Laboratory of Environmental Risk Assessment and Control on Chemical Process, East China University of Science and Technology, Shanghai 200237, China.
School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.
Sci Total Environ. 2024 Dec 10;955:177199. doi: 10.1016/j.scitotenv.2024.177199. Epub 2024 Nov 2.
Gehu Lake, as a key upstream reservoir of Taihu Lake, China, plays a crucial role in improving the water quality, and eutrophication control of the Taihu Lake Basin. Although the microbial communities are significantly important in maintaining the ecological health of lake, the microbial response to water quality, especially for eutrophication has been rarely reported in Gehu Lake. In this study, the water quality parameters and the corresponding effects on the structure and function of microbial communities were determined seasonally. It was found that the poorest water quality in summer (Water Quality Index = 116.52) with severe eutrophication (Trophic Level Index >70), was primarily driven by agricultural non-point sources (33.4%) and seasonal pollution (23.8%). The chemical oxygen demand (COD) was the most important indicator of water quality that affected the concentration of Chlorophyll-a (Chla) according to Pearson correlation analysis (p < 0.001), random forest modeling (p < 0.01), and structural equation modeling (path coefficient = 0.926). Redundancy analysis revealed that total nitrogen, total phosphorus, Chla, and COD significantly influenced the microbial community (p < 0.05). Microbial co-occurrence networks demonstrated significantly seasonal variations, and winter exhibited a more complex structure under lower temperature and limited nutrients compared to the other seasons. In addition, the Chla-sensitive microbial species that involved in nitrogen and phosphorus metabolism were identified as the biological indicators of eutrophication in response to the changes of seasonal water quality. These findings have taken insights into the interactions between water quality and microbial communities, and might provide the basis for improvement of the ecological and environmental management of Gehu Lake, as well as the control of eutrophication in Taihu Lake.
太湖上游重要的控制性水库隔湖在改善太湖流域水质和富营养化控制方面发挥着关键作用。尽管微生物群落对于维持湖泊的生态健康具有重要意义,但微生物对水质的响应,尤其是对富营养化的响应,在隔湖中鲜有报道。本研究在季节尺度上测定了水质参数及其对微生物群落结构和功能的相应影响。研究发现,夏季水质最差(水质指数=116.52),富营养化严重(营养水平指数>70),主要由农业非点源(33.4%)和季节性污染(23.8%)驱动。根据 Pearson 相关性分析(p<0.001)、随机森林模型(p<0.01)和结构方程模型(路径系数=0.926),化学需氧量(COD)是影响叶绿素 a(Chla)浓度的最重要水质指标。冗余分析表明,总氮、总磷、Chla 和 COD 显著影响微生物群落(p<0.05)。微生物共生网络显示出明显的季节性变化,与其他季节相比,冬季在较低温度和有限养分条件下表现出更复杂的结构。此外,鉴定出参与氮磷代谢的对 Chla 敏感的微生物物种作为富营养化的生物指标,以响应季节性水质变化。这些发现深入了解了水质和微生物群落之间的相互作用,为隔湖生态环境管理以及太湖富营养化控制提供了依据。