Hydrochemical characteristics, control factors and health risk assessment of groundwater in typical arid region Hotan Area, Chinese Xinjiang

IF 7.6 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Environmental Pollution Pub Date : 2024-11-12 DOI:10.1016/j.envpol.2024.125301
Wei Fan , Jinlong Zhou , Jianghua Zheng , Yanhong Guo , Lina Hu , Ruiqi Shan
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Abstract

The Hotan region of Xinjiang is an arid region in northwest China, where water resources are scarce, and groundwater is the main water supply. In this study, a self-organizing map (SOM), positive matrix factorization (PMF), hydrochemical diagrams, and health risk assessment model were used to analyze the sources and controlling factors of groundwater chemistry, and evaluate health risks of nitrate and fluoride. The results showed that the evaporation process and water-rock interaction were the main factors influencing groundwater chemistry in the region. Based on the SOM, 239 groundwater samples were divided into six clusters. The main hydrochemical types were Cl-Na, HCO3-Na, and SO4-Ca. Natural factors such as evaporation, water-rock interaction and cation exchange play important roles in Cluster 1–2 and 4–6, while Cluster 3 is mainly polluted by nitrate. Fluoride pollution, primarily caused by geological processes, and nitrate pollution, caused by human activities, cannot be ignored. Attention should be paid to the high non-carcinogenic risk of fluoride and nitrate exposure through drinking water, especially for children. These results provide a theoretical basis for the rational development and utilization of local water resources and ecological environmental protection. The study suggested that the combined method of the SOM and PMF provides a reliable approach for interpreting nonlinear and high-dimensional hydrochemical data.

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中国新疆和田地区典型干旱区地下水的水化学特征、控制因素及健康风险评估
新疆和田地区是中国西北部的干旱地区,水资源匮乏,地下水是主要的水源。本研究采用自组织图(SOM)、正矩阵因式分解(PMF)、水化学图和健康风险评估模型,分析了地下水化学成分的来源和控制因素,并对硝酸盐和氟化物的健康风险进行了评估。结果表明,蒸发过程和水岩相互作用是影响该地区地下水化学性质的主要因素。根据 SOM,239 个地下水样本被划分为六个群组。主要水化学类型为 Cl-Na、HCO3-Na 和 SO4-Ca。蒸发、水岩作用和阳离子交换等自然因素在 1-2 组和 4-6 组中发挥了重要作用,而 3 组主要受到硝酸盐污染。主要由地质过程造成的氟化物污染和人类活动造成的硝酸盐污染不容忽视。应注意通过饮用水接触氟化物和硝酸盐的高非致癌风险,尤其是对儿童而言。这些结果为当地水资源的合理开发利用和生态环境保护提供了理论依据。研究表明,SOM 和 PMF 的组合方法为解释非线性和高维水化学数据提供了一种可靠的方法。
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来源期刊
Environmental Pollution
Environmental Pollution 环境科学-环境科学
CiteScore
16.00
自引率
6.70%
发文量
2082
审稿时长
2.9 months
期刊介绍: Environmental Pollution is an international peer-reviewed journal that publishes high-quality research papers and review articles covering all aspects of environmental pollution and its impacts on ecosystems and human health. Subject areas include, but are not limited to: • Sources and occurrences of pollutants that are clearly defined and measured in environmental compartments, food and food-related items, and human bodies; • Interlinks between contaminant exposure and biological, ecological, and human health effects, including those of climate change; • Contaminants of emerging concerns (including but not limited to antibiotic resistant microorganisms or genes, microplastics/nanoplastics, electronic wastes, light, and noise) and/or their biological, ecological, or human health effects; • Laboratory and field studies on the remediation/mitigation of environmental pollution via new techniques and with clear links to biological, ecological, or human health effects; • Modeling of pollution processes, patterns, or trends that is of clear environmental and/or human health interest; • New techniques that measure and examine environmental occurrences, transport, behavior, and effects of pollutants within the environment or the laboratory, provided that they can be clearly used to address problems within regional or global environmental compartments.
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