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A catchment analysis approach to the interpretation of regional stream sediment data: examples from the Canadian Cordillera

机译:地区流沉积物数据解释的集水区分分析方法:加拿大科特里拉的实例

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The geochemistry of a stream sediment sample reflects the integrated effects of eroding lithological units within the catchment basin from which it has been derived, their relative contributions to the stream sediment load, the de-coupling of elements during weathering and hydrodynamic sorting, and deposition/precipitation of secondary minerals. These processes all have the potential to mask subtle responses from commodity and pathfinder elements derived from mineral occurrences within a catchment. In addition, the catchment area relative to the area of exposed mineralisation within the catchment determines the degree to which a geochemical response related to that mineralisation is diluted. Several approaches have been developed to filter the masking effects of various processes affecting stream sediment geochemistry. These include the calculation of weighted average geochemical background for individual elements based on the relative proportions of each lithological unit exposed within the catchment, multiple regression analysis of stream sediment data given the areal extent of each lithological unit, levelling of geochemical data using the dominant lithological unit, and regression analysis of commodity or pathfinder elements against principal components that can be attributed to specific geochemical processes. Alternative approaches to the interpretation of regional stream sediment data include fractal analysis and the use of machine learning algorithms.
机译:流沉积物样品的地球化学反映了侵蚀岩石学单位的综合效果,其从其推导出来,它们的相对贡献对流沉积物负载,在耐候和流体动力学过程中的元件的去耦合,以及沉积/次级矿物的沉淀。这些过程都具有掩盖从集水区内源自矿物发生的商品和探测器元素的微妙反应。此外,集水区相对于暴露在集水区内的暴露矿化区域确定与该矿化相关的地球化学响应的程度稀释。已经开发了几种方法来过滤影响流沉积地球化学的各种过程的掩蔽效果。这些包括基于在集水区内暴露的每个岩性单元的相对比例的相对比例来计算各个元素的加权平均地球化学背景,鉴于每个岩性单元的面积区域,流动沉积物数据的多元回归分析,使用主导岩性测量地球化学数据的调平对可归因于特定地球化学过程的主要组成部分的商品或探路器元素的单位和回归分析。区域流沉积物数据解释的替代方法包括分形分析和机器学习算法的使用。

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  • 来源
    《PACRIM Congress》|2019年|354p|共3页
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  • 作者

    D.C. Arne;

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  • 原文格式 PDF
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  • 中图分类 TD8-532;
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