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Multivariate statistical analysis of surface water chemistry: A case study of Gharasoo River, Iran

机译:地表水化学的多元统计分析:以伊朗加拉苏河为例

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Regional water quality is a hot spot in the environmental sciences for inconsistency of pollutants. In this paper,the surface water quality of the Gharasoo River in western Iran is assessed incorporating multivariate statisticaltechniques. Parameters like EC, TDS, pH, HCO3-, Cl-, SO42-, Ca2+, Mg2+ and Na+ were analyzed. Principalcomponent and factor analysis is showed the parameters generated 3 significant factors, which explained73.06℅ of the variance in data sets. Factor 1 may be derived from agricultural activities and subsequent releaseof EC, TDS, SO42- and Na+ to the water. Factor 2 could be influenced by domestic pollution and explained thedeliverance of HCO3-, Cl- and Mg2+ into the water. Factor 3 contains hydro-geochemical variable Ca2+ and pH,originating from mineralization of the geological components of bed sediments and soils of watershed area.Likewise, the clustering analysis generated 3 groups of the stations as the groups had similar characteristicfeatures. Pearson correlation analysis showed significant correlations between HCO3- and Mg2+ (0.775), Ca2+(0.552) as well as TDS and Na+ (0.726). With reference to multivariate statistical analyses it can be concludedthat the agricultural, domestic and hydro-geochemical sources are releasing the pollutants into the GharasooRiver water.
机译:由于污染物的不一致性,区域水质是环境科学中的一个热点。本文采用多元统计技术对伊朗西部加拉苏河的地表水水质进行了评估。分析了EC,TDS,pH,HCO3-,Cl-,SO42-,Ca2 +,Mg2 +和Na +等参数。主成分分析和因子分析表明,该参数产生了3个显着因子,解释了数据集中方差的73.06%。因子1可能源自农业活动以及随后向水中释放的EC,TDS,SO42-和Na +。因子2可能受到家庭污染的影响,并解释了HCO3-,Cl-和Mg2 +向水中的输送。因子3包含水地球化学变量Ca2 +和pH,其源于分水岭地区河床沉积物和土壤的地质成分的矿化作用。同样,聚类分析生成了3个站的组,因为这些组具有相似的特征。皮尔逊相关分析显示HCO3-和Mg2 +(0.775),Ca2 +(0.552)以及TDS和Na +(0.726)之间存在显着相关性。参考多元统计分析,可以得出结论,农业,家庭和水文地球化学源正在将污染物释放到Gharasoo河水中。

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