{"title":"Elemental inheritance evaluation for geochemical elements in soil of the Daliangshan, China","authors":"Zhen-Jie Zhang, Hong Liu, Y. Ouyang","doi":"10.1144/geochem2022-010","DOIUrl":null,"url":null,"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.\n \n Thematic collection:\n This article is part of the Applications of Innovations in Geochemical Data Analysis collection available at:\n https://www.lyellcollection.org/topic/collections/applications-of-innovations-in-geochemical-data-analysis\n \n \n Supplementary material:\n https://doi.org/10.6084/m9.figshare.c.6274063\n","PeriodicalId":55114,"journal":{"name":"Geochemistry-Exploration Environment Analysis","volume":" ","pages":""},"PeriodicalIF":1.0000,"publicationDate":"2022-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Geochemistry-Exploration Environment Analysis","FirstCategoryId":"89","ListUrlMain":"https://doi.org/10.1144/geochem2022-010","RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"GEOCHEMISTRY & GEOPHYSICS","Score":null,"Total":0}
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
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.