Elemental inheritance evaluation for geochemical elements in soil of the Daliangshan, China

IF 1 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS
Zhen-Jie Zhang, Hong Liu, Y. Ouyang
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引用次数: 0

Abstract

The inheritance and migration characters of different elements in the soil profile can serve agriculture, environmental protection, mineral exploration, and other related research fields. These characters are mainly determined by the various geochemical behaviors of different elements. However, the elemental behaviors for the same element might be varied wildly due to various physical, chemical, and biological environments in local places. Because the transformation of rock to soil includes rock-weathering and pedogenic processes. Here, we propose a framework for evaluating the elemental inheritance and migration characters from the underlying rocks or C horizons during rock-weathering and pedogenic processes in local places. In this framework, random forest regression was used to evaluate the importance of controlling factors, i.e., parent material or rock, climate, vegetation, and topography, for individual elements during both processes. Further hierarchical clustering analysis was used to group elements into three inheritance categories according to their controlling factors. The framework was then used in the Daliangshan area. At last, we give some suggestions on the assessment of mineral resources, environment, and agriculture according to the elemental inheritance categories in the Daliangshan area. The methodological approach can be transferred to other local places. Thematic collection: This article is part of the Applications of Innovations in Geochemical Data Analysis collection available at: https://www.lyellcollection.org/topic/collections/applications-of-innovations-in-geochemical-data-analysis Supplementary material: https://doi.org/10.6084/m9.figshare.c.6274063
大凉山土壤地球化学元素的元素继承评价
土壤剖面中不同元素的继承和迁移特征可以为农业、环境保护、矿产勘探等相关研究领域服务。这些特征主要由不同元素的各种地球化学行为决定。然而,由于当地不同的物理、化学和生物环境,同一元素的元素行为可能会有很大的差异。因为岩石向土壤的转化包括岩石风化和成土过程。在这里,我们提出了一个评估当地岩石风化和成土过程中下伏岩石或C层元素继承和迁移特征的框架。在该框架中,随机森林回归用于评估控制因素的重要性,即母体材料或岩石、气候、植被和地形,在这两个过程中对单个元素的重要性。进一步的层次聚类分析用于将元素根据其控制因素分为三个遗传类别。该框架随后被用于大凉山地区。最后,根据大凉山地区的元素遗传类型,对大凉山地区矿产资源、环境和农业的评价提出了建议。方法论方法可以转移到其他地方。专题汇编:本文是地球化学数据分析创新应用汇编的一部分,可在以下网站获取:https://www.lyellcollection.org/topic/collections/applications-of-innovations-in-geochemical-data-analysis补充材料:https://doi.org/10.6084/m9.figshare.c.6274063
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Geochemistry-Exploration Environment Analysis
Geochemistry-Exploration Environment Analysis 地学-地球化学与地球物理
CiteScore
3.60
自引率
16.70%
发文量
30
审稿时长
1 months
期刊介绍: Geochemistry: Exploration, Environment, Analysis (GEEA) is a co-owned journal of the Geological Society of London and the Association of Applied Geochemists (AAG). GEEA focuses on mineral exploration using geochemistry; related fields also covered include geoanalysis, the development of methods and techniques used to analyse geochemical materials such as rocks, soils, sediments, waters and vegetation, and environmental issues associated with mining and source apportionment. GEEA is well-known for its thematic sets on hot topics and regularly publishes papers from the biennial International Applied Geochemistry Symposium (IAGS). Papers that seek to integrate geological, geochemical and geophysical methods of exploration are particularly welcome, as are those that concern geochemical mapping and those that comprise case histories. Given the many links between exploration and environmental geochemistry, the journal encourages the exchange of concepts and data; in particular, to differentiate various sources of elements. GEEA publishes research articles; discussion papers; book reviews; editorial content and thematic sets.
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