首页> 美国卫生研究院文献>International Journal of Environmental Research and Public Health >Spatio-Temporal Variation of Groundwater Quality and Source Apportionment Using Multivariate Statistical Techniques for the Hutuo River Alluvial-Pluvial Fan China
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Spatio-Temporal Variation of Groundwater Quality and Source Apportionment Using Multivariate Statistical Techniques for the Hutuo River Alluvial-Pluvial Fan China

机译:利用多元统计技术对Hu河冲积扇的地下水水质时空变化及源分配

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摘要

Groundwater quality deterioration has become an environmental problem of widespread concern. In this study, we used a water quality index (WQI) and multivariate statistical techniques to assess groundwater quality and to trace pollution sources in the Hutuo River alluvial-pluvial fan, China. Measurement data of 17 variables in 27 monitoring sites from three field surveys were obtained and pretreated. Results showed that there were 53.09% of NO , 18.52% of SO and 83.95% of total hardness (TH) in samples that exceeded the Grade III standard for groundwater quality in China (GB/T 14848-2017). Based on WQI results, sampling sites were divided into three types: high-polluted sites, medium-polluted sites and low-polluted sites. The spatial variation in groundwater quality revealed that concentrations of total dissolved solids (TDS), Cl , TH and NO were the highest in high-polluted sites, followed by medium-polluted and low-polluted sites. The temporal variation in groundwater quality was controlled by the dilution of rainwater. A principal component analysis (PCA) revealed that the primary pollution sources of groundwater were domestic sewage, industrial sewage and water–rock interactions in the dry season. However, in the rainy and transition seasons, the main pollution sources shifted to domestic sewage and water–rock interactions, nonpoint pollution and industrial sewage. According to the absolute principal component scores-multivariate linear regression (APCS-MLR), most water quality parameters were primarily influenced by domestic sewage. Therefore, in order to prevent the continuous deterioration of groundwater quality, the discharge of domestic sewage in the Hutuo River alluvial-pluvial fan region should be controlled.
机译:地下水质量恶化已经成为广泛关注的环境问题。在这项研究中,我们使用了水质指数(WQI)和多元统计技术来评估中国the河冲积扇的地下水水质并追踪污染源。从三个现场调查中获得了27个监测点中17个变量的测量数据并进行了预处理。结果表明,超出中国地下水水质III级标准(GB / T 14848-2017)的样品中NO含量为53.09%,SO含量为18.52%,总硬度(TH)为83.95%。根据WQI的结果,采样点分为三种:高污染点,中污染点和低污染点。地下水水质的空间变化表明,高污染区的总溶解固体(TDS),Cl,TH和NO浓度最高,其次是中污染和低污染区。地下水水质的时间变化通过雨水的稀释来控制。主成分分析(PCA)显示,地下水的主要污染源是生活污水,工业污水以及旱季的水-岩相互作用。但是,在雨季和过渡季节,主要污染源转移到生活污水和水-岩相互作用,非点源污染和工业污水。根据绝对主成分评分-多元线性回归(APCS-MLR),大多数水质参数主要受到生活污水的影响。因此,为防止地下水水质持续恶化,应控制Hu河冲积扇区的生活污水排放。

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