Chinese Academy of Geological Sciences, Beijing 100037, China.
Nanjing Center, China Geological Survey, Nanjing 210016, China.
Int J Environ Res Public Health. 2022 May 19;19(10):6204. doi: 10.3390/ijerph19106204.
Since the mainstream of the Yangtze River lower reach is an important drinking water source for residents alongside it, it is essential to investigate the concentration, distribution characteristics and health risks of heavy metals in the water. In this study, a total of 110 water samples were collected on both the left and right banks from the upstream to the downstream. Principal component analysis (PCA) was used to determine the sources of heavy metals. Their non-carcinogenic and carcinogenic risks were studied with health risk assessment models, and uncertainties were determined through Monte Carlo simulation. Results showed that concentrations of all heavy metals were significantly lower than the relevant authoritative standards in the studied area. From the upstream to the downstream, Ni, Cu and Cr had similar concentration distribution rules and mainly originated from human industrial activities. Pb, Cd and Zn had a fluctuating but increasing trend, which was mainly due to the primary geochemistry, traffic pollution and agricultural activities. The maximum As concentration appeared in the upstream mainly because of the carbonatite weathering or mine tail water discharge. Concentrations of Zn, As, Cd and Pb on the left bank were higher than those on the right bank, while concentrations of Cu, Ni and Cr on the right bank were higher than those on the left bank. The non-carcinogenic risk index (HI) was less than 1 (except of L11), and HI on the left bank was higher than that on the right bank. The carcinogenic risk (CR) was generally larger than 1.0 × 10, CR on the right bank overall was higher than that on the left bank, and the health risk of kids was greater than that of adults. Furthermore, Monte Carlo simulation results and the actual calculated values were basically the same.
由于长江下游干流是沿岸居民的重要饮用水源,因此调查水中重金属的浓度、分布特征和健康风险至关重要。本研究共采集了 110 个左右岸水样,从上游到下游。主成分分析(PCA)用于确定重金属的来源。采用健康风险评估模型研究其非致癌和致癌风险,并通过蒙特卡罗模拟确定不确定性。结果表明,研究区域内所有重金属的浓度均明显低于相关权威标准。从上游到下游,Ni、Cu 和 Cr 的浓度分布规律相似,主要来源于人类工业活动。Pb、Cd 和 Zn 的浓度呈波动上升趋势,主要是由于原生地球化学、交通污染和农业活动的影响。As 的最大浓度出现在上游,主要是由于碳酸盐风化或矿山尾水排放。左岸的 Zn、As、Cd 和 Pb 浓度高于右岸,而右岸的 Cu、Ni 和 Cr 浓度高于左岸。非致癌风险指数(HI)小于 1(除 L11 外),左岸的 HI 高于右岸。致癌风险(CR)普遍大于 1.0×10,右岸的 CR 总体高于左岸,儿童的健康风险大于成人。此外,蒙特卡罗模拟结果与实际计算值基本一致。