Groundwater Assessment in Udham Singh Nagar, Uttarakhand, India Using Multivariate Statistical Techniques, WQI, and HPI

B. Kotlia, Shahditta Bakshi
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Abstract

We conducted a study to assess the variations in groundwater quality and metal pollution and identify the sources in the U S Nagar district of Uttarakhand state of India using multivariate statistical techniques. The two essential indicators of any developed society are Safe drinking water and decontamination. This research aims to undertake drinking water quality analyses of the groundwater and the sources of contamination in Udham Singh Nagar district, Uttarakhand. We produced results of 250 samples collected from hand pumps (Govt. and Private) and artesian wells. We measured 19 parameters which nine physicochemical parameters (pH, electrical conductivity, total dissolved solids, dissolved oxygen, oxidation and reduction potential, salinity, fluoride, chloride, nitrate), 7 Heavy metals (Lead, nickel, chromium, copper, iron, manganese, zinc) along with three metals (potassium, magnesium, sodium). Water quality index, Heavy metal pollution index, PCA (Principal component analysis)/FA (factor analysis), and CA (Cluster analysis) methods were applied. WQI index shows five samples (2 %) comes under the excellent, 211 samples (84.4 %) fall under good quality, and 34 samples (13.6 %) have poor water quality wqi status as per Yadav index. Further, referring to the Ramakrishnaiah index, 216 samples (86.4 %) fall under excellent quality and only 13 samples (13.6 %) come under good water quality. For HPI, as per Indian Standard, nearly 40.4% of samples show a low degree of pollution, 33.2% of samples show a medium degree of pollution, and 26.4% show a High degree of pollution. According to the International HPI standard, 46% of samples show a low degree of pollution, 38% have a medium degree, and 16% show a high-grade degree of pollution. The results of PCA show that groundwater has mainly geogenic (geochemical alteration and weathering of source rock like carbonate, dolomite, quartzite, etc.) followed by anthropogenic sources (agrogenic, domestic sewage and industrial wastes etc.). The results obtained through the PCA are also moderately supported by Cluster analysis. The cations which were over the limit in groundwater samples are presented in chronological order Fe > Pb > Ni > Mg > Mn > Zn > Cu, and significant anions were over the limit F¯ > Cl¯, and the rest was under the limit. The highly heavy metal-contaminated drinking groundwater sample, being used for drinking purpose, is deteriorating and need a proper treatment strategy before domestic water supply.
利用多元统计技术、WQI 和 HPI 评估印度北阿坎德邦 Udham Singh Nagar 的地下水情况
我们开展了一项研究,利用多元统计技术评估印度北阿坎德邦 U S Nagar 地区地下水质量和金属污染的变化,并确定其来源。安全饮用水和净化是任何发达社会的两个基本指标。本研究旨在对北阿坎德邦 Udham Singh Nagar 地区的地下水进行饮用水水质分析并确定污染源。我们从手泵(政府和私人)和自流井中采集了 250 个样本,并得出了结果。我们测量了 19 个参数,其中包括 9 个物理化学参数(pH 值、电导率、溶解固体总量、溶解氧、氧化还原电位、盐度、氟化物、氯化物、硝酸盐)、7 种重金属(铅、镍、铬、铜、铁、锰、锌)和 3 种金属(钾、镁、钠)。应用了水质指数、重金属污染指数、PCA(主成分分析)/FA(因子分析)和 CA(聚类分析)方法。水质指数显示,根据 Yadav 指数,5 个样本(2%)水质为优,211 个样本(84.4%)水质为良,34 个样本(13.6%)水质为差。此外,根据 Ramakrishnaiah 指数,216 个样本(86.4%)水质为优,只有 13 个样本(13.6%)水质为良。根据印度标准,近 40.4% 的样本显示出低度污染,33.2% 的样本显示出中度污染,26.4% 的样本显示出高度污染。根据国际 HPI 标准,46% 的样本呈现低度污染,38% 的样本呈现中度污染,16% 的样本呈现高度污染。PCA 的结果显示,地下水的污染源主要是地质源(源岩的地球化学改变和风化,如碳酸盐岩、白云岩、石英岩等),其次是人为源(农业源、生活污水和工业废水等)。聚类分析也适度支持 PCA 得出的结果。地下水样本中超标的阳离子按时间顺序排列为 Fe > Pb > Ni > Mg > Mn > Zn > Cu,重要的阴离子超标率为 F¯ > Cl¯,其余均在限值以下。受重金属严重污染的饮用水地下水样本用于饮用,水质正在恶化,需要在供应生活用水之前采取适当的处理策略。
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