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基于多元统计和 GIS 制图的土壤中潜在有毒元素的源和背景阈值:巴西亚马孙帕拉乌阿佩巴斯流域的高密度采样调查。

Source and background threshold values of potentially toxic elements in soils by multivariate statistics and GIS-based mapping: a high density sampling survey in the Parauapebas basin, Brazilian Amazon.

机构信息

Instituto Tecnológico Vale (ITV), Rua Boaventura da Silva, 955, Belém, PA, 66055-090, Brazil.

Department of Environmental Science and Technology, School of Environmental and Earth Sciences, Central University of Punjab, Bathinda, 151001, India.

出版信息

Environ Geochem Health. 2020 Jan;42(1):255-282. doi: 10.1007/s10653-019-00345-z. Epub 2019 Aug 10.

DOI:10.1007/s10653-019-00345-z
PMID:31401754
Abstract

A high-density regional-scale soil geochemical survey comprising 727 samples (one sample per each 5 × 5 km grid) was carried out in the Parauapebas sub-basin of the Brazilian Amazonia, under the Itacaiúnas Basin Geochemical Mapping and Background Project. Samples were taken from two depths at each site: surface soil, 0-20 cm and deep soil, 30-50 cm. The ground and sieved (< 75 µm) fraction was digested using aqua regia and analyzed for 51 elements by inductively coupled plasma mass spectrometry (ICPMS). All data were used here, but the principal focus was on the potential toxic elements (PTEs) and Fe and Mn to evaluate the spatial distribution patterns and to establish their geochemical background concentrations in soils. Geochemical maps as well as principal component analysis (PCA) show that the distribution patterns of the elements are very similar between surface and deep soils. The PCA, applied on clr-transformed data, identified four major associations: Fe-Ti-V-Sc-Cu-Cr-Ni (Gp-1); Zr-Hf-U-Nb-Th-Al-P-Mo-Ga (Gp-2); K-Na-Ca-Mg-Ba-Rb-Sr (Gp-3); and La-Ce-Co-Mn-Y-Zn-Cd (Gp-4). Moreover, the distribution patterns of elements varied significantly among the three major geological domains. The whole data indicate a strong imprint of local geological setting in the geochemical associations and point to a dominant geogenic origin for the analyzed elements. Copper and Fe in Gp-1 were enriched in the Carajás basin and are associated with metavolcanic rocks and banded-iron formations, respectively. However, the spatial distribution of Cu is also highly influenced by two hydrothermal mineralized copper belts. Ni-Cr in Gp-1 are highly correlated and spatially associated with mafic and ultramafic units. The Gp-2 is partially composed of high field strength elements (Zr, Hf, Nb, U, Th) that could be linked to occurrences of A-type Neoarchean granites. The Gp-3 elements are mobile elements which are commonly found in feldspars and other rock-forming minerals being liberated by chemical weathering. The background threshold values (BTV) were estimated separately for surface and deep soils using different methods. The '75th percentile', which commonly used for the estimation of the quality reference values (QRVs) following the Brazilian regulation, gave more restrictive or conservative (low) BTVs, while the 'M' was more realistic to define high BTVs that can better represent the so-called mineralized/normal background. Compared with CONAMA Resolution (No. 420/2009), the conservative BTVs of most of the toxic elements were below the prevention limits (PV), except Cu, but when the high BTVs are considered, Cu, Co, Cr and Ni exceeded the PV limits. The degree of contamination (C), based on the conservative BTVs, indicates low contamination, except in the Carajás basin, which shows many anomalies and had high contamination mainly from Cu, Cr and Ni, but this is similar between surface and deep soils indicating that the observed high anomalies are strictly related to geogenic control. This is supported when the C is calculated using the high BTVs, which indicates low contamination. This suggests that the use of only conservative BTVs for the entire region might overestimate the significance of anthropogenic contamination; thus, we suggest the use of high BTVs for effective assessment of soil contamination in this region. The methodology and results of this study may help developing strategies for geochemical mapping in other Carajás soils or in other Amazonian soils with similar characteristics.

摘要

在巴西亚马逊地区的伊塔卡努纳斯流域地球化学测绘和背景项目下,进行了一项高密度区域尺度的土壤地球化学调查,共采集了 727 个样本(每个 5×5 公里网格一个样本)。在每个采样点采集了两个深度的土壤样本:表层土壤(0-20 厘米)和深层土壤(30-50 厘米)。采用王水消解法对土壤进行消解,使用电感耦合等离子体质谱仪(ICPMS)分析了 51 种元素。这里使用了所有数据,但主要关注点是潜在有毒元素(PTE)和 Fe、Mn,以评估其空间分布模式并确定其在土壤中的地球化学背景浓度。地球化学图以及主成分分析(PCA)表明,表层土壤和深层土壤中元素的分布模式非常相似。应用于clr 变换数据的 PCA 确定了四个主要关联:Fe-Ti-V-Sc-Cu-Cr-Ni(Gp-1);Zr-Hf-U-Nb-Th-Al-P-Mo-Ga(Gp-2);K-Na-Ca-Mg-Ba-Rb-Sr(Gp-3);和 La-Ce-Co-Mn-Y-Zn-Cd(Gp-4)。此外,三个主要地质区域之间的元素分布模式差异显著。整体数据表明,局部地质背景对地球化学关联具有强烈的影响,并指出分析元素主要来自地球成因。Gp-1 中的 Cu 和 Fe 分别在卡拉加斯盆地中富集,与变质火山岩和条带状铁建造有关。然而,Cu 的空间分布也受到两个热液矿化铜带的强烈影响。Gp-1 中的 Ni-Cr 高度相关且空间相关,与镁铁质和超镁铁质单元有关。Gp-2 部分由高场强元素(Zr、Hf、Nb、U、Th)组成,可能与 A 型新太古代花岗岩的出现有关。Gp-3 元素是常见于长石和其他造岩矿物中的可迁移元素,在化学风化过程中被释放。使用不同的方法分别为表层土壤和深层土壤估算背景阈值(BTV)。“75 分位数”常用于根据巴西法规估算质量参考值(QRV),给出了更严格或保守(低)的 BTV,而“M”更能真实地定义高 BTV,可以更好地代表所谓的矿化/正常背景。与 CONAMA 决议(No. 420/2009)相比,除了 Cu 以外,大多数有毒元素的保守 BTV 都低于预防限值(PV),但当考虑高 BTV 时,Cu、Co、Cr 和 Ni 超过了 PV 限值。基于保守 BTV 的污染程度(C)表明污染程度低,除了卡拉加斯盆地,该地区有许多异常,主要受到 Cu、Cr 和 Ni 的高污染,但这在表层土壤和深层土壤中是相似的,表明观察到的高异常严格与地球成因控制有关。当使用高 BTV 计算 C 时,这一情况得到了支持,表明污染程度低。这表明,在整个区域仅使用保守 BTV 可能会高估人为污染的重要性;因此,我们建议在该地区使用高 BTV 来有效评估土壤污染。本研究的方法和结果可能有助于为其他卡拉加斯土壤或具有类似特征的亚马逊土壤的地球化学测绘制定策略。

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