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Statistical assessment for spatio-temporal water quality in Angkor, Cambodia

机译:柬埔寨吴哥时空水质的统计评估

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Comprehensive water quality monitoring was conducted to assess the water quality conditions and to determine the impact of urban infrastructure on ambient water quality in Angkor, Cambodia. During this study, surface water, groundwater, and sediment samples were collected for two distinctive seasons in 2006-2007 at 58 monitoring sites along and near the Siem Reap River, in Tole Sap Lake (TSL), and West Baray, the primary water resources in this region. To assess the seasonal and spatial variability of 27 water quality parameters, multivariate analysis of variance, hierarchical cluster analysis, and the Kruskal-Wallis test were conducted using the obtained data. Differences and relationships between the surface water and groundwater were also investigated using t-test and correlation analysis, respectively. The results of these tests showed that the bacterial indicators need special attention as the urban infrastructure of the downtown area caused increased levels of these bacterial indicators in both surface water and groundwater. However, for most parameters, though surface water showed strong seasonal variations, groundwater presented relatively stable conditions between seasons (p>0.05) with site-specific geochemical conditions. Sediment quality illustrated that pollution levels of 10 trace metals were the highest in TSL because of its unique characteristic (river with backward flow), but did not reflect any potential enrichment from urban development. Overall, the results reveal that while the urban infrastructure in this region has not significantly affected most of the water quality parameters, bacteria and coliphages are still a main concern due to their contributions in widespread waterborne diseases. Thus, careful mitigation plans for reducing each pollutant source are needed in the Angkor area.
机译:进行了全面的水质监测,以评估水质状况,并确定柬埔寨吴哥的城市基础设施对环境水质的影响。在这项研究中,从2006年至2007年的两个独特季节收集了地表水,地下水和沉积物样本,这些区域分别位于暹粒河及其附近的58个监测点,位于托勒萨普湖(TSL)和主要水资源西巴拉伊在这个地区。为了评估27个水质参数的季节和空间变异性,使用获得的数据进行了方差的多元分析,层次聚类分析和Kruskal-Wallis检验。还分别使用t检验和相关分析研究了地表水和地下水之间的差异和关系。这些测试的结果表明,细菌指示剂需要特别注意,因为市区的城市基础设施导致地表水和地下水中这些细菌指示剂的含量增加。然而,对于大多数参数而言,尽管地表水表现出强烈的季节性变化,但在特定地点的地球化学条件下,地下水在各个季节之间表现出相对稳定的条件(p> 0.05)。沉积物质量表明,由于其独特的特征(逆流河),TSL中的10种微量金属的污染水平最高,但没有反映出城市发展带来的任何潜在富集。总体而言,结果表明,尽管该地区的城市基础设施并未显着影响大多数水质参数,但细菌和大肠菌仍是主要问题,因为它们对广泛的水传播疾病做出了贡献。因此,在吴哥地区需要认真的缓解计划,以减少每种污染物的来源。

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