应用多元线性回归模型确定高扰动喜马拉雅下游河流及其附近地下水水源的微生物水质变化

Q4 Environmental Science Pollution Research Pub Date : 2023-01-01 DOI:10.53550/pr.2023.v42i01.024
Renu Sharma, D. Slathia
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引用次数: 0

摘要

本研究以总大肠菌群和粪便大肠菌群的MPN指数/100毫升为标准,调查了喜马拉雅河下游的Behlol河及其附近地区的地下水资源的微生物质量,并应用相关和线性回归等统计工具,推断出有利于数据解释的参数关联。MPN/100 ml指标分析显示,地表水采样点S2及附近地下水采样点G2和G3微生物污染严重,表明地表水污染对地下水水源的影响。地下水污染率随距离地表水站点的增加而降低,表明地下水污染主要是由工业和生活废物联合排放到Behlol河。该研究还通过菌落培养特征和生化测试确定了肠杆菌科的埃希氏菌、肠杆菌、克雷伯氏菌、柠檬酸杆菌、变形杆菌、沙门氏菌和志贺氏菌等细菌属。在本研究中,从有序线性相关和回归中获得的显著关系为传统技术的系统研究提供了更好的选择;减少了分析量,因此可以作为水质监测的一种快速方法
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APPLICATION OF MULTIPLE LINEAR REGRESSION MODELS TO DETERMINE MICROBIAL WATER QUALITY CHANGES ACROSS HIGHLY DISTURBED LOWER HIMALAYAN STREAM AND THE GROUNDWATER SOURCES IN THE PROXIMITY, JAMMU (INDIA)
The study investigated the microbial quality of Behlol stream- a Lower Himalayan stream and groundwater sources in its proximity areas in terms of MPN index/100 ml for total and faecal coliforms and application of statistical tools like correlation and linear regression to deduce beneficial parametric associations for easy interpretation of the data. MPN/100 ml index analysis revealed severe microbial contamination at the surface water sampling site S2 and the nearby groundwater sites G2 and G3 indicating the impact of surface water pollution on the groundwater sources. The authors observed that the rate of groundwater contamination decreased with the increase in distance from the surface water sites suggesting that the groundwater pollution is mainly contributed by the release of combined industrial and sewage wastes into the Behlol stream. The study also identified bacterial genera like Escherichia, Enterobacter, Klebsiella, Citrobacter, Proteus, Salmonella, and Shigella, belonging to the family Enterobacteriaceae via colony cultural characteristics and biochemical tests. A significant relationship obtained from an orderly linear correlation and regression in this study provides a better alternative for a systematic study over the conventional techniques; reducing the quantum of analysis and can therefore be treated as a rapid method for water quality monitoring
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Pollution Research
Pollution Research Environmental Science-Water Science and Technology
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期刊介绍: POLLUTION RESEARCH is one of the leading enviromental journals in world and is widely subscribed in India and abroad by Institutions and Individuals in Industry, Research and Govt. Departments.
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