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印度南部讷加帕蒂南地区沿海含水层地下水盐度的水文地球化学和多元统计分析特征

Characterization of groundwater salinity by hydrogeochemical and multivariate statistical analysis in the coastal aquifer of Nagapattinam district, Southern India.

作者信息

Dhakate Ratnakar

机构信息

CSIR-National Geophysical Research Institute, (Council of Scientific & Industrial Research), Uppal Road, Hyderabad, 500007, India.

出版信息

Heliyon. 2024 Jun 4;10(11):e32396. doi: 10.1016/j.heliyon.2024.e32396. eCollection 2024 Jun 15.

Abstract

The impact of seawater intrusion from coast to inland terrain in the Cauvery River Basin (CRB) and Uppanar River Basin (URB) was evaluated based on major ion groundwater chemistry. TDS ranges from 229 to 2260 mg/l, and 408 to 3732 mg/l; Na range from 67 to 560 mg/l, and 74 to 1600 mg/l, and Cl range from 120 to 906 mg/l, and 110 to 3260 mg/l for CRB and URB respectively. Piper Diagram, Hydrochemical Facies Evolution Diagram (HFE-D), rock-water interaction (Gibbs Plots), various bivariate plots viz., TDS vs. Cl; Na vs. Cl; Ca vs. Cl; Ca vs. SO ; TH vs. TDS and Principal Component Analysis (PCA) (Cluster and Factor analysis) were used to identify the seawater intrusion from coast to inland aquifers and to understand hydrogeochemical characterization and salinization processes. Piper diagram shows that most of the samples are Na-Cl type, HFE-D diagram also shows that most of the samples were saline intrusion type and mixing behavior, while TH TDS plot shows hard fresh to hard brackish type from both the basins. PCA results clearly show the three factors, explaining 84.02 % and 76.67 % variance in URB and CRB. Factor-1 records 53.03 % alteration, with a strong confidence loading of TDS, Na, Cl, Ca, K, SO , Total Alkalinity (TA), and Total Hardness (TH) in URB indicating saline nature. A total variance of 46.23 % in CBR is more positively loaded with TH, Mg, Ca, and SO indicating rock-water interaction. Cluster analyses of these parameters illustrate the cluster distribution in CRB and URB. In URB, TDS, Na, and Cl ions make a cluster with a linkage distance of 5000 m, whereas in CRB, the TDS, Na, Cl, and TA ions make a cluster with a linkage distance of 2800 m. The factor and cluster analysis fetched out an effect of intensive use of fertilizers, aquaculture activities, and excessive groundwater exploitation. This technique gave the relationship between various chemical parameters in groundwater. Factor and cluster analysis have proven highly effective in groundwater quality studies. The study concluded that the study area has the threat of saline water intrusion in shallow aquifers with continuous influences of seawater mixing.

摘要

基于主要离子地下水化学,评估了科韦里河流域(CRB)和乌帕纳尔河流域(URB)从海岸到内陆地形的海水入侵影响。CRB的总溶解固体(TDS)范围为229至2260毫克/升,URB为408至3732毫克/升;钠(Na)范围分别为67至560毫克/升和74至1600毫克/升,氯(Cl)范围分别为120至906毫克/升和110至3260毫克/升。采用派珀图、水化学相演化图(HFE-D)、岩石-水相互作用图(吉布斯图)、各种双变量图,即TDS对Cl;Na对Cl;Ca对Cl;Ca对SO₄;总硬度(TH)对TDS以及主成分分析(PCA)(聚类和因子分析)来识别从海岸到内陆含水层的海水入侵,并了解水文地球化学特征和盐渍化过程。派珀图表明大多数样品为Na-Cl型,HFE-D图也表明大多数样品为盐分入侵型和混合行为,而TH-TDS图显示两个流域均为硬淡水到硬微咸水类型。PCA结果清楚地显示了三个因子,分别解释了URB和CRB中84.02%和76.67%的方差。因子1记录了53.03%的变化,URB中TDS、Na、Cl、Ca、K、SO₄、总碱度(TA)和总硬度(TH)具有很强的置信度负荷,表明其盐性特征。CBR中46.23%的总方差在TH、Mg、Ca和SO₄上的负荷更为正向,表明岩石-水相互作用。这些参数的聚类分析说明了CRB和URB中的聚类分布。在URB中,TDS、Na和Cl离子形成一个连锁距离为5000米的聚类,而在CRB中,TDS、Na、Cl和TA离子形成一个连锁距离为2800米的聚类。因子和聚类分析揭示了化肥的大量使用、水产养殖活动和过度开采地下水的影响。该技术给出了地下水中各种化学参数之间的关系。因子和聚类分析在地下水质量研究中已证明非常有效。研究得出结论,研究区域浅层含水层存在盐水入侵的威胁,且受到海水混合的持续影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3977/11200358/6d462563cfc5/gr1.jpg

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