Heavy Metal Occurrence, Pathways, and Associated Socio-ecological Risks in Riverine Water: Application of Geographic Information System, Multivariate Statistics, and Risk Assessment Models

IF 3.8 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Water, Air, & Soil Pollution Pub Date : 2023-07-03 DOI:10.1007/s11270-023-06427-0
Kifayatullah Khan, Muhammad Younas, Muhammad Sajawal Khan, Xu Li, Muhammad Fawad, Noor Samad Shah, Jafar Ali, Sana Ullah, Muhammad Ayaz, Afsheen Maryam, Asmat Ali, Akhtar Zeb Khan, Sobhy Mostafa Ibrahim
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引用次数: 1

Abstract

Heavy metal (HM) pollution is one of the major issues of concern in the world due to its serious health consequences on humans and ecology. In this study, riverine water from the River Kabul in Pakistan was studied using inductively coupled plasma mass spectrometry (ICP-MS) to determine the variation, routes, and possible socio-ecological hazards of chromium (Cr), manganese (Mn), cobalt (Co), nickel (Ni), copper (Cu), zinc (Zn) cadmium (Cd), mercury (Hg), and lead (Pb). The results revealed significant HMs variation (p < 0.05) in the sequence of Cr > Zn > Ni > Cu > Cd > Pb > Mn > Co > Hg, indicating prevalent metal contaminations in the river. Multivariate statistics showed significant strong positive correlations (p ≤ 0.01) between the individual HMs contents along the monitoring sites. The strong-moderate levels of Cu, Co, Zn, Mn, Pb, and Cd in riverine systems were observed to be caused by surrounding industrial, agrochemicals, mining, and domestic wastewater discharges along with geogenic sources, the weak levels of Cr and Ni could be induced by erosion of mafic and ultramafic rocks, and mining activities, whereas the low contamination of Hg suggests minimal atmospheric deposition with fewer industrial discharges in the environment. The overall mass flux of the ∑HMs was estimated to be around 164.10 kg/year, with significant HM pollution index (HPI) and pollution index (PI) variations along the river characterizing the potential risk of HMs in decreasing order of Cd > Hg > Cr > Ni > Co > Pb > Mn > Cu > Zn and Cd > Hg > Ni > Pb > Cr > Co > Cu > Mn > Zn, respectively. Individual HM contamination was within the ecological risk threshold (ERI < 110), where, the chronic daily intake (CDIs), hazard quotients (HQs), health indices (HIs), and cancer risks (CRs) of Cd, Ni, Co, Cr, and Pb by daily riverine water ingestion and dermal contact posing considerable human health concerns. To protect the environment and public health, our findings suggest that untreated anthropogenic wastewater discharge into the river system be strictly controlled and regulated through public awareness campaigns and legislation prohibiting the use of herbicides and fertilizers containing high levels of Cr, Ni, Co, Cd, and Pb.

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河流水体重金属发生、途径及相关社会生态风险:地理信息系统、多元统计和风险评估模型的应用
重金属污染因其对人类健康和生态环境的严重影响而成为世界关注的主要问题之一。本研究采用电感耦合等离子体质谱法(ICP-MS)对巴基斯坦喀布尔河的河水进行了研究,以确定铬(Cr)、锰(Mn)、钴(Co)、镍(Ni)、铜(Cu)、锌(Zn)、镉(Cd)、汞(Hg)和铅(Pb)的变化、途径和可能的社会生态危害。结果显示,Cr > Zn > Ni > Cu > Cd > Pb > Mn > Co > Hg的HMs序列存在显著差异(p < 0.05),表明河流中普遍存在金属污染。多因素统计结果显示,各监测点各HMs含量呈显著正相关(p≤0.01)。河流系统中Cu、Co、Zn、Mn、Pb和Cd的强-中等水平是由周围的工业、农用化学品、采矿和生活废水排放以及地质源引起的,Cr和Ni的弱水平可能是由基性和超基性岩石的侵蚀以及采矿活动引起的,而Hg的低污染表明大气沉积最少,环境中工业排放较少。估算∑HM的总质量通量约为164.10 kg/年,HM污染指数(HPI)和污染指数(PI)沿河流的显著变化表征了HM的潜在风险,依次为Cd >、Hg >、Cr >、Ni >、Co >、Pb >、Mn >、Cu >、Zn和Cd >、Hg >、Ni >、Pb >、Cr >、Co >、Cu >、Zn。个体HM污染在生态风险阈值范围内(ERI < 110),其中,Cd、Ni、Co、Cr和Pb的慢性每日摄入量(cdi)、危害商(hq)、健康指数(HIs)和癌症风险(Cr)通过每日河流水摄入和皮肤接触引起了相当大的人类健康问题。为了保护环境和公众健康,我们的研究结果建议通过提高公众意识和立法禁止使用含有高含量Cr、Ni、Co、Cd和Pb的除草剂和肥料,严格控制和规范未经处理的人为废水排放到河流系统。
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来源期刊
Water, Air, & Soil Pollution
Water, Air, & Soil Pollution 环境科学-环境科学
CiteScore
4.50
自引率
6.90%
发文量
448
审稿时长
2.6 months
期刊介绍: Water, Air, & Soil Pollution is an international, interdisciplinary journal on all aspects of pollution and solutions to pollution in the biosphere. This includes chemical, physical and biological processes affecting flora, fauna, water, air and soil in relation to environmental pollution. Because of its scope, the subject areas are diverse and include all aspects of pollution sources, transport, deposition, accumulation, acid precipitation, atmospheric pollution, metals, aquatic pollution including marine pollution and ground water, waste water, pesticides, soil pollution, sewage, sediment pollution, forestry pollution, effects of pollutants on humans, vegetation, fish, aquatic species, micro-organisms, and animals, environmental and molecular toxicology applied to pollution research, biosensors, global and climate change, ecological implications of pollution and pollution models. Water, Air, & Soil Pollution also publishes manuscripts on novel methods used in the study of environmental pollutants, environmental toxicology, environmental biology, novel environmental engineering related to pollution, biodiversity as influenced by pollution, novel environmental biotechnology as applied to pollution (e.g. bioremediation), environmental modelling and biorestoration of polluted environments. Articles should not be submitted that are of local interest only and do not advance international knowledge in environmental pollution and solutions to pollution. Articles that simply replicate known knowledge or techniques while researching a local pollution problem will normally be rejected without review. Submitted articles must have up-to-date references, employ the correct experimental replication and statistical analysis, where needed and contain a significant contribution to new knowledge. The publishing and editorial team sincerely appreciate your cooperation. Water, Air, & Soil Pollution publishes research papers; review articles; mini-reviews; and book reviews.
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