National Marine Environmental Monitoring Center, Dalian, 116023, China.
Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, 18 Shuangqing Road, Haidian District, Beijing, 100085, China.
Sci Rep. 2019 Jul 4;9(1):9668. doi: 10.1038/s41598-019-46047-5.
Mesozooplankton communities in marine ecosystems are mainly influenced by both anthropogenic pollutants (e.g. nutrients and heavy metals) and natural variables (e.g. temperature, salinity and geographic distance). To achieve a deeper understanding of the effects of anthropogenic pollutants on mesozooplankton communities, we analyzed the community structure of mesozooplankton from 91 stations representing five typical estuarine regions in the Bohai Sea and assessed the relative importance of anthropogenic pollutants and natural variables by using multiple statistical approaches. Cd was identified as the leading pollutant for observed community variation among the five regions, followed by NH-N and COD. Redundancy analysis (RDA) model demonstrated that mesozooplankton communities were largely determined by both anthropogenic pollutants and natural variables, and the indicator species of mesozooplankton also varied when responding to different factors. Variance partitioning analysis showed both anthropogenic pollutants and natural variables posed significant influences (ANOVA, P < 0.05) on the mesozooplankton community structure, but the explanatory power of anthropogenic pollutants overrode the natural variables. These observations highlighted the importance of anthropogenic pollutants in the shifts of zooplankton structures among different regions. Our results obtained in this study provided new insights into the mechanism of the influence of anthropogenic pollutants on mesozooplankton communities in estuarine areas.
海洋生态系统中的中型浮游动物群落主要受到人为污染物(如营养物质和重金属)和自然变量(如温度、盐度和地理距离)的影响。为了更深入地了解人为污染物对中型浮游动物群落的影响,我们分析了来自渤海五个典型河口地区的 91 个站位的中型浮游动物群落结构,并使用多种统计方法评估了人为污染物和自然变量的相对重要性。Cd 被确定为五个区域之间观察到的群落变化的主要污染物,其次是 NH-N 和 COD。冗余分析(RDA)模型表明,中型浮游动物群落主要由人为污染物和自然变量决定,并且当对不同因素做出响应时,中型浮游动物的指示物种也会发生变化。方差分解分析表明,人为污染物和自然变量对中型浮游动物群落结构都有显著影响(ANOVA,P < 0.05),但人为污染物的解释力超过了自然变量。这些观察结果强调了人为污染物在不同区域浮游动物结构变化中的重要性。本研究的结果为河口地区人为污染物对中型浮游动物群落影响的机制提供了新的见解。