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沿海沉积物中主要和微量元素的来源解析与源汇传输:正矩阵因子分析和沉积物趋势分析的结合。

Source apportionment and source-to-sink transport of major and trace elements in coastal sediments: Combining positive matrix factorization and sediment trend analysis.

机构信息

Guangzhou Marine Geological Survey, China Geological Survey, Guangzhou 510760, People's Republic of China.

Guangzhou Marine Geological Survey, China Geological Survey, Guangzhou 510760, People's Republic of China.

出版信息

Sci Total Environ. 2019 Feb 15;651(Pt 1):344-356. doi: 10.1016/j.scitotenv.2018.09.198. Epub 2018 Sep 18.

DOI:10.1016/j.scitotenv.2018.09.198
PMID:30240918
Abstract

Major and trace elemental concentrations in coastal marine sediments were incorporated into positive matrix factorization (PMF) to identify potential sources and source contributions. Transport pathways of fine-grained sediments and sediment-bound elements were inferred from sediment trend analysis (STA). The spatial distribution patterns of 21 elements (Co, Cu, Ni, Sr, Zn, V, Ba, Sc, Ga, Pb, Cr, Zr, SiO, AlO, FeO, MgO, CaO, KO, MnO, TiO, and PO) coupled with sediment grain sizes were investigated. The natural and anthropogenic sources of the elements were distinguished by their medium enrichment factors (EFs). Seven sources were recognized by PMF: weathering products, anthropologic emissions, sand, older sediment, biogenic carbonates, products of siliceous organisms, and mine exploitation. Some land-derived elements, including weathering products, anthropogenic-related elements, and mining-related elements, had a significant positive correlation with sediment silt, clay, and organic carbon contents. The spatial patterns of the land-derived elements' concentrations and source contributions were consistent with the sediment transport pathways inferred from the STA. This result revealed that the delivery of the land-derived elements was determined by marine current flows and the associated sediment transport processes. Conversely, elements originating from marine sources, such as sand and older sediment, and from the biological activities of calcareous and siliceous organisms showed little response to sediment transport and deposition processes. Our study links the outputs of statistically oriented approaches (e.g., PMF) to a process-based understanding of elemental transport in marine environments.

摘要

海岸海洋沉积物中的主要和痕量元素浓度被纳入正矩阵因子分解(PMF)中,以识别潜在的来源和来源贡献。通过沉积物趋势分析(STA)推断细粒沉积物和沉积物结合元素的输运途径。研究了 21 种元素(Co、Cu、Ni、Sr、Zn、V、Ba、Sc、Ga、Pb、Cr、Zr、SiO、AlO、FeO、MgO、CaO、KO、MnO、TiO 和 PO)与沉积物粒度的空间分布模式。通过中富集因子(EF)区分元素的自然和人为来源。PMF 识别出 7 个来源:风化产物、人为排放、沙子、旧沉积物、生物碳酸盐、硅质生物产物和矿山开采。一些陆源元素,包括风化产物、人为相关元素和采矿相关元素,与沉积物粉砂、粘土和有机碳含量呈显著正相关。陆源元素浓度和来源贡献的空间格局与 STA 推断的沉积物输运途径一致。这一结果表明,陆源元素的输送取决于海流和相关的沉积物输运过程。相反,源自海洋的元素,如沙子和旧沉积物,以及钙质和硅质生物的生物活动产生的元素,对沉积物输运和沉积过程的响应很小。我们的研究将基于统计学的方法(如 PMF)的输出与对海洋环境中元素输运的基于过程的理解联系起来。

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