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地下水质量、健康风险评估以及铬矿周围重金属污染的源分布:GIS、可持续地下水管理、地统计学、南极海洋生物资源保护委员会和 PMF 受体模型的应用。

Groundwater Quality, Health Risk Assessment, and Source Distribution of Heavy Metals Contamination around Chromite Mines: Application of GIS, Sustainable Groundwater Management, Geostatistics, PCAMLR, and PMF Receptor Model.

机构信息

State Key Laboratory of Biogeology and Environmental Geology, School of Environmental Studies, China University of Geosciences, Wuhan 430074, China.

National Centre of Excellence in Geology, University of Peshawar, Peshawar 25130, Pakistan.

出版信息

Int J Environ Res Public Health. 2023 Jan 24;20(3):2113. doi: 10.3390/ijerph20032113.

Abstract

Groundwater contamination by heavy metals (HMs) released by weathering and mineral dissolution of granite, gneisses, ultramafic, and basaltic rock composition causes human health concerns worldwide. This paper evaluated the heavy metals (HMs) concentrations and physicochemical variables of groundwater around enriched chromite mines of Malakand, Pakistan, with particular emphasis on water quality, hydro-geochemistry, spatial distribution, geochemical speciation, and human health impacts. To better understand the groundwater hydrogeochemical profile and HMs enrichment, groundwater samples were collected from the mining region (n = 35), non-mining region (n = 20), and chromite mines water (n = 5) and then analyzed using ICPMS (Agilent 7500 ICPMS). The ranges of concentrations in the mining, non-mining, and chromite mines water were 0.02-4.5, 0.02-2.3, and 5.8-6.0 mg/L for CR, 0.4-3.8, 0.05-3.6, and 3.2-5.8 mg/L for Ni, and 0.05-0.8, 0.05-0.8, and 0.6-1.2 mg/L for Mn. Geochemical speciation of groundwater variables such as OH, H, Cr, Cr, Cr, Ni, Mn, and Mn was assessed by atomic fluorescence spectrometry (AFS). Geochemical speciation determined the mobilization, reactivity, and toxicity of HMs in complex groundwater systems. Groundwater facies showed 45% CaHCO, 30% NaHCO, 23.4% NaCl, and 1.6% Ca-Mg-Cl water types. The noncarcinogenic and carcinogenic risk of HMs outlined via hazard quotient (HQ) and total hazard indices (THI) showed the following order: Ni > Cr > Mn. Thus, the HHRA model suggested that children are more vulnerable to HMs toxicity than adults. Hierarchical agglomerative cluster analysis (HACA) showed three distinct clusters, namely the least, moderately, and severely polluted clusters, which determined the severity of HMs contamination to be 66.67% overall. The PCAMLR and PMF receptor model suggested geogenic (minerals prospects), anthropogenic (industrial waste and chromite mining practices), and mixed (geogenic and anthropogenic) sources for groundwater contamination. The mineral phases of groundwater suggested saturation and undersaturation. Nemerow's pollution index (NPI) values determined the unsuitability of groundwater for domestic purposes. The EC, turbidity, PO, Na, Mg, Ca, Cr, Ni, and Mn exceeded the guidelines suggested by the World Health Organization (WHO). The HMs contamination and carcinogenic and non-carcinogenic health impacts of HMs showed that the groundwater is extremely unfit for drinking, agriculture, and domestic demands. Therefore, groundwater wells around the mining region need remedial measures. Thus, to overcome the enrichment of HMs in groundwater sources, sustainable management plans are needed to reduce health risks and ensure health safety.

摘要

地下水受到来自花岗岩、片麻岩、超镁铁质和玄武岩风化和溶解的重金属(HM)的污染,这在全球范围内引起了人们对人类健康的关注。本文评估了巴基斯坦马尔坎德富含铬铁矿矿区周围地下水的重金属(HM)浓度和理化变量,特别关注水质、水文地球化学、空间分布、地球化学形态和对人类健康的影响。为了更好地了解地下水水文地球化学特征和重金属富集,从矿区(n=35)、非矿区(n=20)和铬铁矿矿区水中采集了地下水样本(n=5),然后使用 ICPMS(Agilent 7500 ICPMS)进行分析。矿区、非矿区和铬铁矿矿区水中的浓度范围分别为 CR 的 0.02-4.5、0.02-2.3 和 5.8-6.0 mg/L,Ni 的 0.4-3.8、0.05-3.6 和 3.2-5.8 mg/L,Mn 的 0.05-0.8、0.05-0.8 和 0.6-1.2 mg/L。通过原子荧光光谱法(AFS)评估了地下水变量(如 OH、H、Cr、Cr、Cr、Ni、Mn 和 Mn)的地球化学形态。地球化学形态决定了重金属在复杂地下水系统中的迁移、反应性和毒性。地下水相显示 45% CaHCO、30% NaHCO、23.4% NaCl 和 1.6% Ca-Mg-Cl 水类型。通过危害商(HQ)和总危害指数(THI)评估了重金属的非致癌和致癌风险,结果表明:Ni>Cr>Mn。因此,HHRA 模型表明儿童比成人更容易受到重金属毒性的影响。层次聚类分析(HACA)显示了三个不同的聚类,即最少、中等和严重污染聚类,这确定了重金属污染的严重程度总体上为 66.67%。PCAMLR 和 PMF 受体模型表明,地下水污染的来源有地质成因(矿产前景)、人为成因(工业废物和铬铁矿开采作业)和混合成因(地质成因和人为成因)。地下水的矿物相表明饱和和不饱和。内梅罗污染指数(NPI)值确定了地下水不适合家庭使用。EC、浊度、PO、Na、Mg、Ca、Cr、Ni 和 Mn 超过了世界卫生组织(WHO)建议的标准。重金属污染以及重金属对人类健康的致癌和非致癌影响表明,地下水极不适合饮用、农业和家庭需求。因此,矿区周围的地下水井需要采取补救措施。因此,为了减少重金属在地下水水源中的富集,需要制定可持续的管理计划,以降低健康风险,确保健康安全。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15e7/9916341/e6841c8b35ff/ijerph-20-02113-g001.jpg

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