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Quantitative identification and source apportionment of anthropogenic heavy metals in marine sediment of Hong Kong

机译:香港海洋沉积物中人为重金属的定量鉴定和来源分摊

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摘要

Based on ten heavy metals collected twice annually at 59 sites from 1998 to 2004, enrichment factors (EFs), principal component analysis (PCA) and multivariate linear regression of absolute principal component scores (MLR-APCS) were used in identification and source apportionment of the anthropogenic heavy metals in marine sediment. EFs with Fe as a normalizer and local background as reference values was properly tested and suitable in Hong Kong, and Zn, Ni, Pb, Cu, Cd, Hg and Cr mainly originated from anthropogenic sources, while Al, Mn and Fe were derived from rocks weathering. Rotated PCA and GIS mapping further identified two types of anthropogenic sources and their impacted regions: (1) electronic industrial pollution, riparian runoff and vehicle exhaust impacted the entire Victoria Harbour, inner Tolo Harbour, Eastern Buffer, inner Deep Bay and Cheung Chau; and (2) discharges from textile factories and paint, influenced Tsuen Wan Bay and Kwun Tong typhoon shelter and Rambler Channel. In addition, MLR-APCS was successfully introduced to quantitatively determine the source contributions with uncer- tainties almost less than 8%: the first anthropogenic sources were responsible for 50.0, 45.1, 86.6, 78.9 and 87.5% of the Zn, Pb, Cu, Cd and Hg, respectively, whereas 49.9% of the Ni and 58.4% of the Cr came from the second anthropogenic sources.
机译:根据1998年至2004年每年在59个站点上每年两次收集的十种重金属,利用富集因子(EFs),主成分分析(PCA)和绝对主成分评分的多元线性回归(MLR-APCS)来识别和鉴定来源。海洋沉积物中的人为重金属。以Fe为归一化剂并以当地背景为参考值的EFs在香港经过适当测试并适用,Zn,Ni,Pb,Cu,Cd,Hg和Cr主要来源于人为来源,而Al,Mn和Fe则来源于人为来源岩石风化。旋转的PCA和GIS地图进一步确定了两种类型的人为源及其受影响的区域:(1)电子工业污染,河岸径流和车辆尾气影响了整个维多利亚港,吐露港内,东部缓冲区,后海湾内和长洲; (2)纺织厂和油漆的排放物,影响了荃湾湾及观塘避风塘及蓝巴勒海峡。此外,成功地引入了MLR-APCS来定量确定不确定度几乎小于8%的污染源:第一个人为污染源占Zn,Pb,Cu, Cd和Hg分别来自第二种人为来源,而Ni的49.9%和Cr的58.4%。

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