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Statistical analysis of geochemical processes, speciation and bioavailability of trace metals in a tropical coastal lagoon

机译:热带沿海泻湖中地球化学过程,微量金属的形态和生物利用度的统计分析

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摘要

In water systems, water quality and geochemical properties of sediments determine the speciation of trace metals, metal transport, and sediment-water exchange, influencing metal availability and its potential effects on biota. Studies from temperate climates have shown that iron-ore mining and tailing wastewaters, besides being a source of trace metals, usually show high levels of dissolved ions and particulate suspended matter, thus having the potential of indirectly changing metal bioavailability. For the first time in the tropics, we identified the effects of iron-ore mining and processing on metal bioavailability in a coastal lagoon. With an extensive sampling scheme, we investigated the potential sources of metals; the links among metal levels in water, sediments, and invertebrates; and the contrasting effects on metal speciation and bioavailability. The metals Fe, Mn, Al, Cr, Zn, Cu, Ni, Pb, Cd, Hg, and As were measured in water, sediments (surface and profiles), and invertebrates from Mãe-Bá Lagoon and in the sites directly influenced by the mining operations (tailing dams and nearby rivers). In addition, samples from two other lagoons, considered pristine, were analyzed. The study area is located in the southeast of Brazil (Iron Quadrangle Region and a coastal area of Espírito Santo State). General water characteristics included pH, dissolved organic carbon, alkalinity, and anion composition. Water metal speciation was assessed by a speciation model (Chemical Equilibria in Aquatic Systems). Grain-size distribution, organic carbon, carbonate, and acid volatile sulfide (AVS) were determined in sediments. Statistical methods included comparison of means by Mann-Whitney test, ordination and correlation analyses, and analysis of regression for geochemical normalization of metals with grain size. The dissolved metal concentrations, the total metal levels in sediments, and the normalization based on the fine sediment fraction showed that the mining operations constitute potential sources of Fe, Mn, Cr, Cu, Ni, Pb, As, and Hg to Mãe-Bá Lagoon. However, trace metal availability was reduced because of increased pH, hardness, and sulfide content (356 μmol/g) in the sites influenced by the mining. The lagoon showed similar water chemistry as in the mining sites, with metal bioavailability further decreased by the presence of dissolved organic carbon and chloride. Although AVS levels in the lagoon were low (0.48-56 μmol/g), metal bioavailability was reduced because of the presence of organic matter. Metal levels in invertebrates confirmed the predicted low metal bioavailability in Mãe-Bá Lagoon. The lagoon was considered moderately contaminated only by Hg and As. The iron-ore mining and processing studied here constitute potential sources of metal pollution into the tropical lagoon. Contrary to expectations, however, it also contributes to reducing the overall metal bioavailability in the lagoon. These findings are believed to be useful for evaluating metal exposure in a more integrated way, identifying not only the sources of pollution but also how they can affect the components involved in metal speciation and bioavailability in water systems, leading to new insights.
机译:在水系统中,沉积物的水质和地球化学特性决定了痕量金属的形态,金属的运输以及沉积物与水的交换,影响了金属的有效性及其对生物群的潜在影响。来自温带气候的研究表明,铁矿石开采和尾矿废水除作为痕量金属的来源外,通常还显示出高水平的溶解离子和颗粒状悬浮物,因此具有间接改变金属生物利用度的潜力。在热带地区,我们首次确定了铁矿石开采和加工对沿海泻湖中金属生物利用度的影响。通过广泛的抽样方案,我们研究了潜在的金属来源;水,沉积物和无脊椎动物中金属含量之间的联系;以及对金属形态和生物利用度的对比影响。在Mãe-Bá泻湖中的水,沉积物(表面和剖面)和无脊椎动物中以及在受直接影响的地点中测量了金属Fe,Mn,Al,Cr,Zn,Cu,Ni,Pb,Cd,Hg和As采矿作业(尾水坝和附近河流)。此外,还分析了另外两个泻湖的样品,这些泻湖被认为是原始的。研究区域位于巴西的东南部(铁四边形地区和圣埃斯皮里图州沿海地区)。一般的水特征包括pH值,溶解的有机碳,碱度和阴离子组成。水金属形态通过形态模型(水生系统中的化学平衡)进行评估。确定了沉积物中的粒度分布,有机碳,碳酸盐和酸挥发性硫化物(AVS)。统计方法包括通过Mann-Whitney检验进行均值比较,排序和相关分析,以及对具有晶粒尺寸的金属进行地球化学标准化的回归分析。溶解的金属浓度,沉积物中的总金属含量以及基于细沉积物分数的归一化表明,采矿作业构成了Mãe-Bá的铁,锰,铬,铜,镍,铅,砷和汞的潜在来源泻湖。但是,由于受采矿影响的地点的pH值,硬度和硫化物含量(356μmol/ g)增加,因此痕量金属的可用性降低。泻湖显示出与采矿场类似的水化学性质,由于存在溶解的有机碳和氯化物,金属的生物利用度进一步降低。尽管泻湖中的AVS水平较低(0.48-56μmol/ g),但由于存在有机物,金属的生物利用度降低。无脊椎动物中的金属含量证实了Mãe-Bá泻湖中预计的低金属生物利用度。泻湖被认为仅受到汞和砷的中等污染。这里研究的铁矿石开采和加工构成了热带泻湖中金属污染的潜在来源。但是,与预期相反,它也有助于降低泻湖中金属的总体生物利用度。这些发现被认为对于以更综合的方式评估金属暴​​露是有用的,不仅可以识别污染源,还可以识别它们如何影响水系统中与金属形态和生物利用度有关的成分,从而获得新的见解。

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