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肯尼亚八大湖泊水质评估、多变量分析及重金属的人体健康风险

Water quality assessment, multivariate analysis and human health risks of heavy metals in eight major lakes in Kenya.

机构信息

Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, 430074, China; Sino-Africa Joint Research Center, Chinese Academy of Sciences, Wuhan, 430074, China; University of Chinese Academy of Sciences, Beijing, 100049, China.

Botany Department, Jomo Kenyatta University of Agriculture and Technology, P. O Box 62000, Nairobi, 00200, Kenya.

出版信息

J Environ Manage. 2021 Nov 1;297:113410. doi: 10.1016/j.jenvman.2021.113410. Epub 2021 Jul 31.

Abstract

This study evaluates water quality, concentrations and health risks of heavy metals (HMs) in eight major lakes in Kenya namely Naivasha, Elementaita, Nakuru, Baringo, Bogoria, Turkana, Victoria and Magadi. Water quality was assessed using water quality index (WQI) and pollution evaluation index (PEI), while human health risk associated with ingestion and dermal contact of HMs was assessed using hazard quotients (HQ) and hazard index (HI). Principal component analysis (PCA) and hierarchical cluster analysis (HCA) were used to deduce the probable sources of the HMs. The average concentration of aluminium (Al), molybdenum (Mo), manganese (Mn), nickel (Ni), arsenic (As), zinc (Zn), selenium (Se), lead (Pb), chromium (Cr), mercury (Hg), cobalt (Co) and cadmium (Cd) in the eight lakes was 824.6, 66.1, 58.9, 16.2, 8.40, 7.84, 6.91, 4.65, 2.66, 0.86, 0.78 and 0.46, respectively, all in μg/L. Al, Mn, As, and Mo were relatively high in Rift Valley lakes and exceeded the maximum permissible levels for drinking water. Notably, high HM concentrations were recorded at the entry points of rivers and areas with high human activities. Lake Magadi had the highest average WQI of 158.8 followed by lake Elementaita (128.4), Bogoria (79.5), Nakuru (73.3), Turkana (57.6), Victoria (52.3), Baringo (42.6) and Naivasha (25.5). Lake Magadi also had the highest average PEI of 40.0 followed by Elementaita (30.1), Bogoria (16.2), Nakuru (15.7), Victoria (10.8), Baringo (9.57), Turkana (9.53) and Naivasha (5.12). Based on WQI, Lake Naivasha water was excellent for drinking, Lake Victoria, Turkana, Baringo, Nakuru, and Bogoria had good water, but water from Lake Elementaita and Magadi was of poor quality. PEI classified the lakes as minimally polluted except Lake Magadi. Multivariate analysis concluded that Pb, Cr, Ni and Se had anthropogenic sources, mainly agricultural and urban runoff, but other HMs had natural influence. Although the HMs did not pose any health risks through dermal contact, HQingestion was >1 for adults and children consuming water from Lake Elementaita, Nakuru, Bogoria and Magadi due to non-carcinogenic risks associated with As, Zn and Mo. These results are important for formulating the necessary remediation policies to improve water quality in the eight lakes.

摘要

本研究评估了肯尼亚的 8 个主要湖泊(纳瓦沙、埃尔门泰塔湖、纳库鲁、巴林戈、博戈里亚、图尔卡纳、维多利亚和马加迪)的水质、重金属(HM)浓度和健康风险。使用水质指数(WQI)和污染评价指数(PEI)评估水质,使用危害系数(HQ)和危害指数(HI)评估与 HM 摄入和皮肤接触相关的人类健康风险。主成分分析(PCA)和层次聚类分析(HCA)用于推断 HM 的可能来源。8 个湖泊中铝(Al)、钼(Mo)、锰(Mn)、镍(Ni)、砷(As)、锌(Zn)、硒(Se)、铅(Pb)、铬(Cr)、汞(Hg)、钴(Co)和镉(Cd)的平均浓度分别为 824.6、66.1、58.9、16.2、8.40、7.84、6.91、4.65、2.66、0.86、0.78 和 0.46,μg/L。裂谷湖和锰、砷和钼的浓度相对较高,超过了饮用水的最大允许水平。值得注意的是,在河流入湖口和人类活动密集地区记录到了较高的 HM 浓度。马加迪湖的平均 WQI 最高,为 158.8,其次是埃尔门泰塔湖(128.4)、博戈里亚湖(79.5)、纳库鲁湖(73.3)、图尔卡纳湖(57.6)、维多利亚湖(52.3)、巴林戈湖(42.6)和纳瓦沙湖(25.5)。马加迪湖的平均 PEI 也最高,为 40.0,其次是埃尔门泰塔湖(30.1)、博戈里亚湖(16.2)、纳库鲁湖(15.7)、维多利亚湖(10.8)、巴林戈湖(9.57)、图尔卡纳湖(9.53)和纳瓦沙湖(5.12)。根据 WQI,纳瓦沙湖的水适合饮用,维多利亚湖、图尔卡纳湖、巴林戈湖、纳库鲁湖和博戈里亚湖的水水质良好,但埃尔门泰塔湖和马加迪湖的水水质较差。PEI 将这些湖泊归类为轻度污染,除了马加迪湖。多元分析得出结论,Pb、Cr、Ni 和 Se 具有人为来源,主要是农业和城市径流,但其他 HM 具有自然影响。尽管通过皮肤接触摄入 HM 不会造成任何健康风险,但由于摄入 As、Zn 和 Mo 与非致癌风险相关,成年人和儿童从埃尔门泰塔湖、纳库鲁湖、博戈里亚湖和马加迪湖摄入水时,HQ 摄入值>1。这些结果对于制定必要的修复政策以改善这 8 个湖泊的水质非常重要。

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