Assessing the water quality of River Ganga in Varanasi, India, through WQI, NPI, and multivariate techniques: a comprehensive study

G. Singh, Supriya Chaudhary, Deepak Gupta, Virendra Kumar Mishra
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Abstract

The present research was conducted to study the water quality of the Ganga River in Varanasi. Water quality from nine different sampling points (S1–S9) from the River Ganga at Varanasi was examined for different water quality parameters, and multivariate statistical analyses were carried out. Subsequently, several indices, such as water quality index and Nemerow pollution index (NPI), were calculated. The results indicated that water in the Ganga River at Varanasi had high levels of coliform concentrations, altered pH, and elevated dissolved oxygen/biochemical oxygen demand and chemical oxygen demand values. The weighted arithmetic water quality index values revealed that sites S8, S9, and S2 were the most polluted and unfit for bathing and drinking. Most of the sampling sites have NPI values greater than 1 for several parameters, indicating high levels of pollution. The study revealed that the water quality is poor for bathing and drinking at most of the sites throughout the year. In addition, the upstream water quality assessment revealed that water quality was good compared with the heavily contaminated downstream region. This knowledge can be useful for environmentalists, policymakers, and water resource managers to develop strategic plans to preserve the cultural and aesthetic worth of the Ganga River in the future.
通过 WQI、NPI 和多元技术评估印度瓦拉纳西恒河的水质:一项综合研究
本研究旨在研究瓦拉纳西恒河的水质。对瓦拉纳西恒河九个不同采样点(S1-S9)的水质进行了不同水质参数的检测,并进行了多元统计分析。随后,还计算了若干指数,如水质指数和内默洛污染指数(NPI)。结果表明,瓦拉纳西恒河中的水大肠菌群浓度较高,pH 值改变,溶解氧/生化需氧量和化学需氧量值升高。加权算术水质指数值显示,S8、S9 和 S2 采样点污染最严重,不适合沐浴和饮用。大多数采样点的几个参数的 NPI 值都大于 1,表明污染程度很高。研究表明,大部分采样点的水质全年都很差,不适合沐浴和饮用。此外,上游水质评估显示,与污染严重的下游地区相比,水质良好。这些知识有助于环境学家、政策制定者和水资源管理者制定战略计划,以在未来保护恒河的文化和美学价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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