Using Multicriteria Statistical Analysis for Interpreting the Spatiotemporal Fluctuations of Surface Water Quality in the Vietnamese Mekong Delta Province

Q3 Environmental Science
Nguyen Cong Thuan, Huynh Cong Khanh
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引用次数: 0

Abstract

This study evaluated variations in surface water quality indicators within the rivers and canals of Tien Giang province in the Vietnamese Mekong Delta. Water samples were collected at 34 locations, in the months of March, June, September, and November in 2021. Water quality was assessed through comparison with the National Technical Regulation on surface water quality (QCVN 08-MT: 2015/BTNMT, column A2). The pollution source was forecast using principal component analysis (PCA), whilst the similarity in water quality between locations was evaluated through cluster analysis (CA). Results show that surface waters were contaminated with organic matter, suspended solids, and nutrients. There was clear temporal pattern between rainy season (September and November) and dry season (March and June). PCA analysis predicted six pollution sources of which the three main sources were PC1, PC2, and PC3, explained 59.9% of variation in water quality. The parameters of temperature, biological oxygen demand, chemical oxygen demand, dissolved oxygen, total nitrogen, total suspended solids, nitrite, and sulfate exhibited influence on water quality. The CA results suggest that the 34 monitoring locations can be reduced to 29 locations, which would result in a 14.7% saving in monitoring costs. The results can be used to reevaluate the location and monitoring criteria for surface water quality in Tien Giang province.
基于多标准统计分析的越南湄公河三角洲地表水质量时空波动特征
本研究评估了越南湄公河三角洲天江省河流和运河内地表水质量指标的变化。于2021年3月、6月、9月和11月在34个地点采集了水样。通过对照《国家地表水水质技术法规》(QCVN 08-MT: 2015/BTNMT, A2栏)对水质进行评价。采用主成分分析(PCA)对污染源进行预测,并采用聚类分析(CA)对各地点水质相似性进行评价。结果表明,地表水受到有机物、悬浮物和营养物质的污染。雨季(9 - 11月)和旱季(3 - 6月)之间存在明显的时间格局。主成分分析法预测了6种污染源,其中PC1、PC2和PC3为主要污染源,对水质变化的贡献率为59.9%。温度、生物需氧量、化学需氧量、溶解氧、总氮、总悬浮物、亚硝酸盐和硫酸盐等参数对水质均有影响。CA结果表明,将34个监测点减少到29个监测点,可节省14.7%的监测成本。研究结果可用于重新评价天江省地表水水质定位和监测标准。
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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来源期刊
International journal of environmental science and development
International journal of environmental science and development Environmental Science-Environmental Science (all)
CiteScore
1.60
自引率
0.00%
发文量
23
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