Department of Environmental Engineering, Gebze Technical University, Turkey.
Chemosphere. 2018 Oct;208:782-792. doi: 10.1016/j.chemosphere.2018.06.031. Epub 2018 Jun 7.
Mining activities in addition to the geology of Mustafakemalpaşa catchment have for long been linked to its deteriorating water and sediment quality. This study assessed contamination levels of heavy metals and other major elements (Pb, As, B, Cd, Zn, Cr, Mo, Co, Ni, Cu, and Ag) in surface sediments of the area, and identified possible pollution sources. Sediment quality indicators, such as contamination factor (CF), enrichment factor (EF), geo-accumulation index (I) and sediment quality guidelines were used, in addition to multivariate statistical technics; Pearson Correlation Matrix (PCM), Principal Component Analysis (PCA) and Hierarchical Cluster Analysis (HCA). The highest contamination (annual average > 110 mg kg) was revealed by B, Cr, Ni, Zn and As. Moreover, As, Cd and Ni levels exceeded their respective probable effect concentrations (PEC), posing a potential negative impact to biota. The highest I values were recorded for Cr, B, Ni, As and Zn, and occurred near urban settlements and mining sites, particularly of coal and chromium. The present study also suggests use of site rank index (SRI) as an alternative to pollution load index (PLI), since the former is derived from the data of interest and eliminates arbitrary classifications. The sources of heavy metals in the sediments were attributed to fly ashes of coal-powered plants, urban waste leachate and weathering of sulfide ore minerals for Pb, Zn and Cu; urban-industrial wastes and mining wastes for Ni. Although Cr, As, Cd and B were ascribed to natural occurrence, their presences in river sediment is accelerated by mining.
采矿活动以及 Mustafakemalpaşa 流域的地质条件长期以来一直与该地区水质和沉积物质量的恶化有关。本研究评估了该地区表层沉积物中重金属和其他主要元素(Pb、As、B、Cd、Zn、Cr、Mo、Co、Ni、Cu 和 Ag)的污染水平,并确定了可能的污染源。除了多元统计技术外,还使用了沉积物质量指标,如污染因子(CF)、富集因子(EF)、地质累积指数(I)和沉积物质量指南;以及 Pearson 相关矩阵(PCM)、主成分分析(PCA)和层次聚类分析(HCA)。B、Cr、Ni、Zn 和 As 的污染最为严重(年平均值>110mg/kg)。此外,As、Cd 和 Ni 的水平超过了各自的可能效应浓度(PEC),对生物群构成潜在的负面影响。Cr、B、Ni、As 和 Zn 的 I 值最高,发生在城市住区和采矿区附近,特别是煤炭和铬矿。本研究还建议使用站点等级指数(SRI)作为污染负荷指数(PLI)的替代方法,因为前者源自感兴趣的数据,消除了任意分类。沉积物中重金属的来源归因于燃煤电厂的飞灰、城市废物沥滤液和硫化物矿石的风化,导致 Pb、Zn 和 Cu 的形成;以及城市工业废物和采矿废物导致 Ni 的形成。尽管 Cr、As、Cd 和 B 被认为是自然发生的,但采矿活动加速了它们在河流沉积物中的存在。