The spatial distribution pattern and influencing factors of Chromium (Cr) in topsoil of eastern and central China

IF 12.2 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL
Siyuan Li, Qingye Hou, Zhongfang Yang, Tao Yu
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Abstract

Chromium (Cr) is a potentially hazardous heavy metal, and identifying its spatial driving factors is essential for effective soil management. However, China has a vast territory, and the spatial distribution of soil Cr is influenced by differences in geological background and environmental conditions, as well as the superposition of anthropogenic activities. This poses significant challenges in accurately identifying the factors that influence Cr distribution and their interactions. This study utilized large-scale geochemical data comprising 376,743 samples to investigate the spatial distribution pattern of Cr in topsoil on a regional scale, particularly in eastern and central China. Furthermore, the contributions of various factors to Cr distribution were quantified, and their interrelationships were clarified through the method that combines Geodetector and interpretable machine learning model. The results indicate that TFe2O3 concentration and parent rocks are the main factors controlling Cr distribution. In the topsoil developed from mafic rocks, the contributions of soil properties, climate, anthropogenic activities, and topography to the distribution of Cr concentration are 41.9%, 31.6%, 13.5%, and 13.0%, respectively. The partial least squares path model reveals that whether the impacts are direct or indirect, climatic and topographical factors consistently influence soil Cr concentration in the same direction. Industrial and agricultural activities directly increase soil Cr levels, while soil properties indirectly reduce Cr concentration through migration or dilution. Our findings provide crucial insights into the regional spatial variability of soil Cr and offer scientific evidence for formulating effective soil remediation and management strategies.

Abstract Image

中国东部和中部表层土壤中铬的空间分布格局及影响因素
铬(Cr)是一种潜在的有害重金属,识别其空间驱动因素对土壤有效管理至关重要。然而,中国地域辽阔,土壤铬的空间分布受到地质背景和环境条件差异以及人为活动叠加的影响。这对准确识别影响Cr分布及其相互作用的因素提出了重大挑战。利用376,743个样本的大尺度地球化学数据,研究了中国东部和中部地区表土中Cr的空间分布格局。此外,通过地理探测器和可解释机器学习模型相结合的方法,量化了各种因素对Cr分布的贡献,并阐明了它们之间的相互关系。结果表明,TFe2O3浓度和母岩是控制Cr分布的主要因素。在基性岩发育的表土中,土壤性质、气候、人为活动和地形对Cr浓度分布的贡献分别为41.9%、31.6%、13.5%和13.0%。偏最小二乘路径模型表明,无论是直接影响还是间接影响,气候因子和地形因子对土壤Cr浓度的影响在同一方向上是一致的。工业和农业活动直接增加了土壤中Cr的含量,而土壤性质通过迁移或稀释间接降低了Cr的浓度。研究结果为土壤Cr的区域空间变异性提供了重要见解,并为制定有效的土壤修复和管理策略提供了科学依据。
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来源期刊
Journal of Hazardous Materials
Journal of Hazardous Materials 工程技术-工程:环境
CiteScore
25.40
自引率
5.90%
发文量
3059
审稿时长
58 days
期刊介绍: The Journal of Hazardous Materials serves as a global platform for promoting cutting-edge research in the field of Environmental Science and Engineering. Our publication features a wide range of articles, including full-length research papers, review articles, and perspectives, with the aim of enhancing our understanding of the dangers and risks associated with various materials concerning public health and the environment. It is important to note that the term "environmental contaminants" refers specifically to substances that pose hazardous effects through contamination, while excluding those that do not have such impacts on the environment or human health. Moreover, we emphasize the distinction between wastes and hazardous materials in order to provide further clarity on the scope of the journal. We have a keen interest in exploring specific compounds and microbial agents that have adverse effects on the environment.
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