Phycology Section, Patrick Center for Environmental Research, Academy of Natural Sciences of Drexel University, Philadelphia, PA 19103, USA.
Tetra Tech, Inc., Owings Mills, MD 21117, USA.
Sci Total Environ. 2016 Aug 15;562:914-927. doi: 10.1016/j.scitotenv.2016.03.173. Epub 2016 Apr 27.
Over-enrichment leading to excess algal growth is a major problem in rivers and streams. Regulations to protect streams typically incorporate nutrient criteria, concentrations of phosphorus and nitrogen that should not be exceeded in order to protect biological communities. A major challenge has been to develop an approach for both categorizing streams based on their biological conditions and determining scientifically defensible nutrient criteria to protect the biotic integrity of streams in those categories. To address this challenge, we applied the Biological Condition Gradient (BCG) approach to stream diatom assemblages to develop a system for categorizing sites by level of impairment, and then examined the related nutrient concentrations to identify potential nutrient criteria. The six levels of the BCG represent a range of ecological conditions from natural (1) to highly disturbed (6). A group of diatom experts developed a set of rules and a model to assign sites to these levels based on their diatom assemblages. To identify potential numeric nutrient criteria, we explored the relation of assigned BCG levels to nutrient concentrations, other anthropogenic stressors, and possible confounding variables using data for stream sites in New Jersey (n=42) and in surrounding Mid-Atlantic states, USA (n=1443). In both data sets, BCG levels correlated most strongly with total phosphorus and the percentage of forest in the watershed, but were independent of pH. We applied Threshold Indicator Taxa Analysis (TITAN) to determine change-points in the diatom assemblages along the BCG gradient. In both data sets, statistically significant diatom changes occurred between BCG levels 3 and 4. Sites with BCG levels 1 to 3 were dominated by species that grow attached to surfaces, while sites with BCG scores of 4 and above were characterized by motile diatoms. The diatom change-point corresponded with a total phosphorus concentration of about 50μg/L.
过度富营养化导致藻类过度生长是河流和溪流的主要问题。为了保护生物群落,保护溪流的法规通常包含营养标准,即磷和氮的浓度不应超过,以保护生物群落。一个主要的挑战是开发一种方法,既能根据溪流的生物状况对其进行分类,又能确定科学上可辩护的营养标准,以保护这些类别中的溪流生物完整性。为了解决这一挑战,我们应用了生物条件梯度(BCG)方法对溪流硅藻组合进行了研究,开发了一种系统,根据受损程度对站点进行分类,然后检查相关的营养浓度,以确定潜在的营养标准。BCG 的六个级别代表了从自然(1)到高度干扰(6)的一系列生态条件。一组硅藻专家制定了一套规则和模型,根据硅藻组合将站点分配到这些级别。为了确定潜在的数字营养标准,我们使用新泽西州(n=42)和美国周边大西洋中部各州(n=1443)的溪流站点的数据,探讨了分配的 BCG 级别与营养浓度、其他人为压力源和可能的混杂变量之间的关系。在这两个数据集,BCG 级别与总磷和流域内森林的百分比相关性最强,但与 pH 值无关。我们应用阈值指示种分析(TITAN)来确定硅藻组合沿 BCG 梯度的变化点。在这两个数据集,BCG 水平 3 和 4 之间的硅藻变化均具有统计学意义。BCG 水平为 1 到 3 的站点主要由附着在表面生长的物种组成,而 BCG 得分在 4 及以上的站点则以运动硅藻为特征。硅藻变化点对应于总磷浓度约为 50μg/L。