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Determination of Surrogate Indicators for Phosphorus and Solids in Urban Stormwater: Application of Multivariate Data Analysis Techniques

机译:确定城市雨水中磷和固体的替代指标:多元数据分析技术的应用

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摘要

Solids and phosphorus found within urban stormwater have the potential to cause environmental damage to ecological systems in receiving waters. The evaluation of these pollutants in urban stormwater is usually undertaken by physico-chemical monitoring programs which sample streamflow for laboratory assessment. In this study, data from two such monitoring programs have been examined for the catchment characteristics which influence solids and phosphorus discharge behaviour and the potential for the use of surrogate indicators to predict stream-flow concentrations. The study involved partitioning of the components on the basis of the dissolved and particulate fractions. Investigation of the physical and chemical behaviour of solids and phosphorus by univariate and multivariate data analysis techniques led to the identification of interrelationships among the measured parameters. Thus, using turbidity and conductivity, relationships were developed for suspended and dissolved solids. Similarly, relationships were developed for dissolved and particulate phosphorus using suspended and dissolved solids. These relationships have the potential to enhance rapid generation of vital information from site-based measurements and to reduce the requirements for laboratory-based analysis of indicator concentrations in urban stormwater.
机译:在城市雨水中发现的固体和磷有可能对接收水域的生态系统造成环境破坏。通常通过理化监测程序对城市雨水中的这些污染物进行评估,该程序会采样水流以进行实验室评估。在这项研究中,检查了来自两个这样的监测程序的数据的流域特征,这些特征影响了固体和磷的排放行为,以及使用替代指标预测水流浓度的潜力。该研究涉及根据溶解和颗粒部分对成分进行分配。通过单变量和多变量数据分析技术对固体和磷的物理和化学行为进行研究,从而确定了所测参数之间的相互关系。因此,利用浊度和电导率,建立了悬浮和溶解固体之间的关系。类似地,使用悬浮和溶解的固体来建立溶解磷和颗粒磷的关系。这些关系有可能增强基于现场测量的重要信息的快速生成,并减少对基于实验室的城市雨水中指示剂浓度进行分析的要求。

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