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应用多元统计方法评估印度北方邦卡利河的水质时空变化。

Assessment of spatial and temporal variations in water quality by the application of multivariate statistical methods in the Kali River, Uttar Pradesh, India.

机构信息

Amity Institute of Environmental Sciences, Amity University Uttar Pradesh, Sector-125, Noida, U.P., 201313, India.

Water Technology Centre, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.

出版信息

Environ Monit Assess. 2020 May 26;192(6):394. doi: 10.1007/s10661-020-08307-0.

DOI:10.1007/s10661-020-08307-0
PMID:32458103
Abstract

The Kali River is a significant source of surface water as well as the main tributary of River Hindon that flows through major cities of western Uttar Pradesh, India. It flows throughout the urban and industrial regions; hence, it carries various amounts of pollutant. Therefore, a study was conducted to examine spatial-temporal variations in river water quality by determining physicochemical variables and heavy metal concentrations at seventeen sampling stations (S-S) throughout the river stretch. Various physicochemical variables, namely pH, EC, TDS, turbidity, BOD, COD, TH, TA, Ca, Mg, Na, K, HCO, Cl, SO, NO, and PO were higher in summer than in winter. The order of mean metal concentrations was Fe > Pb > Mn > Ni > Zn > Cu > Cr > Cd. The relationships among measured physicochemical variables and pollution index were examined. Furthermore, multivariate statistical methods were used to assess spatial-temporal variation in water quality to identify current pollution sources and validate results. Water quality index and comprehensive pollution index indicated that the Kali River was less polluted from S to S. However, downstream sampling sites were polluted. Pollution starts from S and drastically increases at and beyond S because of effluents from industries and sugar mills in Muzaffarnagar. The study suggests cleaning the downstream region of river to restore human health and flora and fauna in the river ecosystem.

摘要

卡利河是地表水的重要来源,也是印度北方邦西部流经主要城市的欣顿河的主要支流。它流经城市和工业区,因此携带了各种污染物。因此,进行了一项研究,通过在整个河流流域的十七个采样站(S-S)测定理化变量和重金属浓度,来检测河流水质的时空变化。在夏季,各种理化变量,如 pH 值、电导率、总溶解固体、浊度、BOD、COD、总硬度、总酸度、钙、镁、钠、钾、碳酸氢盐、氯、硫酸盐、硝酸盐和磷酸盐的浓度均高于冬季。金属浓度均值的顺序为 Fe > Pb > Mn > Ni > Zn > Cu > Cr > Cd。还检验了实测理化变量与污染指数之间的关系。此外,还采用多元统计方法评估水质的时空变化,以确定当前的污染源并验证结果。水质指数和综合污染指数表明,从 S 到 S,卡利河的污染程度较低。然而,下游的采样点受到了污染。污染始于 S,在 S 和 S 以外的地方急剧增加,这是由于 Muzaffarnagar 的工业和糖厂的废水造成的。该研究建议清理河流下游地区,以恢复人类健康和河流生态系统中的动植物。

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