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Multivariate statistical study of heavy metal enrichment in sediments of the Pearl River Estuary

机译:珠江口沉积物中重金属富集的多元统计研究

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摘要

The concentrations and chemical partitioning of heavy metals in the sediment cores of the Pearl River Estuary were studied. Based on Pearson correlation coefficients and principal component analysis results, Al was selected as the concentration normalizer for Pb, while Fe was used as the normalizing element for Co, Cu, Ni and Zn. In each profile, sections with metal concentrations exceeding the upper 95% prediction interval of the linear regression model were regarded as metal enrichment layers. The heavy metal accumulation mainly occurred at sites in the western shallow water areas and east channel, which reflected the hydraulic conditions and influence from riparian anthropogenic activities. Heavy metals in the enrichment sections were evaluated by a sequential extraction method for possible chemical forms in sediments. Since the residual, Fe/Mn oxides and organic/sulfide fractions were dominant geochemical phases in the enriched sections, the bioavailability of heavy metals in sediments was generally low. The ~(206)Pb/~(207)Pb ratios in the metal-enriched sediment sections also revealed the influence of anthropogenic sources. The spatial distribution of cumulative heavy metals in the sediments suggested that the Zn and Cu mainly originated from point sources, while the Pb probably came from non-point sources in the estuary.
机译:研究了珠江口沉积物芯中重金属的浓度和化学分配。根据Pearson相关系数和主成分分析结果,选择Al作为Pb的浓度归一化剂,而Fe作为Co,Cu,Ni和Zn的归一化元素。在每个剖面中,金属浓度超过线性回归模型的上限95%预测区间的部分都被视为金属富集层。重金属的积累主要发生在西部浅水区和东部航道的地点,这反映了水力条件和河岸人为活动的影响。通过顺序萃取法评估了富集区中的重金属,以确定沉积物中可能的化学形式。由于富集区的残留,Fe / Mn氧化物和有机/硫化物组分是主要的地球化学相,因此沉积物中重金属的生物利用度通常较低。富金属沉积物中剖面的〜(206)Pb /〜(207)Pb比也揭示了人为源的影响。沉积物中累积的重金属的空间分布表明,锌和铜主要来自点源,而铅可能来自河口的非点源。

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