Department of Environmental Engineering, Middle East Technical University, 06800, Ankara, Turkey.
Water Management Institute, Ankara University, 06135, Ankara, Turkey.
Environ Sci Pollut Res Int. 2021 May;28(19):24830-24846. doi: 10.1007/s11356-021-13013-6. Epub 2021 Mar 2.
The European Water Framework Directive (WFD) (2000/60/EC) is the most visionary piece of European environmental legislation that aims to achieve good water status of both surface water and groundwater bodies. The Directive provides a fundamental basis for surface water monitoring activities in the European Member States. The objective of this study is to investigate the occurrence of micropollutants in the Yesilirmak River and to develop a cost-effective monitoring strategy based on spatiotemporal data. A 2-year seasonal monitoring program was conducted between 2016 and 2018, and the water samples were analyzed for 45 priority substances as defined by the WFD and 250 national river basin-specific pollutants. In the basin, 166 pollutants were quantified in at least one of the samples with individual concentrations ranging from 6 × 10μg/L to 100 mg/L. Fifty-four pollutants with a frequency of occurrence greater than 5% were selected for further evaluation. Based on statistical evaluation of the data, 20 pollutants were identified as the pollutants of primary concern. These 20 pollutants were grouped under three categories (metals, biocides, and industrial organic compounds) and their spatiotemporal distributions in the basin were assessed to establish a monitoring strategy specific to each pollutant category. The results of the study revealed that the common season for the monitoring of all pollutant categories was the spring. This study provides a generic methodology for the development of a cost-effective water quality monitoring strategy, which can be applicable for use in different basins and pollutant datasets.
《欧盟水框架指令》(WFD)(2000/60/EC)是欧洲环境立法中最具远见的法规之一,旨在实现地表水和地下水的良好水质状况。该指令为欧洲成员国的地表水监测活动提供了基本依据。本研究的目的是调查耶希尔利姆克河(Yesilirmak River)中微量污染物的存在情况,并基于时空数据制定具有成本效益的监测策略。在 2016 年至 2018 年期间进行了为期两年的季节性监测计划,对水样进行了 45 种优先物质的分析,这些物质是根据 WFD 定义的,还有 250 种国家河流流域特有的污染物。在流域内,至少有一个样本中检测到了 166 种污染物,其单个浓度范围从 6×10μg/L 到 100mg/L。对频率大于 5%的 54 种污染物进行了进一步的评估。基于对数据的统计评估,确定了 20 种作为主要关注污染物。这 20 种污染物分为三类(金属、杀生剂和工业有机化合物),并评估了它们在流域中的时空分布,以制定针对每个污染物类别的监测策略。研究结果表明,所有污染物类别的共同监测季节是春季。本研究提供了一种通用的方法,用于制定具有成本效益的水质监测策略,可适用于不同流域和污染物数据集。