利用无网格局部彼得罗夫-加勒金方法揭示地下水流与污染物迁移耦合的复杂性

IF 3 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES
S. Zeinaddini Meimand, B. Pirzadeh, S. A. Hashemi Monfared, R. Memarzadeh
{"title":"利用无网格局部彼得罗夫-加勒金方法揭示地下水流与污染物迁移耦合的复杂性","authors":"S. Zeinaddini Meimand,&nbsp;B. Pirzadeh,&nbsp;S. A. Hashemi Monfared,&nbsp;R. Memarzadeh","doi":"10.1007/s13762-024-05633-5","DOIUrl":null,"url":null,"abstract":"<div><p>The study presents the development of the Meshless Local Petrov–Galerkin (MLPG) method to model and predict contaminant transport in porous media which is known as an important issue to prevent the pollution propagation in groundwater. The research focuses on the Rafsanjan Plain in southeastern Iran as a real case study, where no studies of meshless methods have been done. Computational models were implemented using MATLAB, integrating Radial Basis Functions (RBF) as the interpolation technique. The process commenced by establishing a groundwater flow model, where hydraulic head served as the foundational parameter for determining seepage velocity under unsteady-state conditions. Subsequently, the contamination transport was simulated within the aquifer for a period of six months. Comparative analysis between observed empirical data and the modeled values in both flow dynamics and contaminant transport revealed a significant and reasonable alignment. Analysis of the parameters showed that the value of the shape parameter (<span>\\({\\alpha }_{{\\text{c}}})\\)</span> can have the greatest impact on achieving a more accurate value. In this research, with <span>\\({\\alpha }_{{\\text{c}}}\\)</span>=6 in the contamination transport model, the most reliable outputs were obtained compared to the observed values. Furthermore, the assessment of the coefficient of determination (<i>R</i><sup>2</sup> = 0.97) was conducted to evaluate the acceptability of the calibrated parameters. The high <i>R</i><sup>2</sup> value suggests a robust correlation between the observed and simulated data, indicating that the model's parameters are within an acceptable range. This finding underscores the accuracy and reliability of the developed MLPG method for analyzing contaminant transport in unconfined aquifers, particularly in the context of the Rafsanjan Plain.</p></div>","PeriodicalId":589,"journal":{"name":"International Journal of Environmental Science and Technology","volume":"21 13","pages":"8661 - 8674"},"PeriodicalIF":3.0000,"publicationDate":"2024-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Disclosure of the intricacies in coupled groundwater flow and contaminant transport using mesh-less local Petrov–Galerkin method\",\"authors\":\"S. Zeinaddini Meimand,&nbsp;B. Pirzadeh,&nbsp;S. A. Hashemi Monfared,&nbsp;R. Memarzadeh\",\"doi\":\"10.1007/s13762-024-05633-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The study presents the development of the Meshless Local Petrov–Galerkin (MLPG) method to model and predict contaminant transport in porous media which is known as an important issue to prevent the pollution propagation in groundwater. The research focuses on the Rafsanjan Plain in southeastern Iran as a real case study, where no studies of meshless methods have been done. Computational models were implemented using MATLAB, integrating Radial Basis Functions (RBF) as the interpolation technique. The process commenced by establishing a groundwater flow model, where hydraulic head served as the foundational parameter for determining seepage velocity under unsteady-state conditions. Subsequently, the contamination transport was simulated within the aquifer for a period of six months. Comparative analysis between observed empirical data and the modeled values in both flow dynamics and contaminant transport revealed a significant and reasonable alignment. Analysis of the parameters showed that the value of the shape parameter (<span>\\\\({\\\\alpha }_{{\\\\text{c}}})\\\\)</span> can have the greatest impact on achieving a more accurate value. In this research, with <span>\\\\({\\\\alpha }_{{\\\\text{c}}}\\\\)</span>=6 in the contamination transport model, the most reliable outputs were obtained compared to the observed values. Furthermore, the assessment of the coefficient of determination (<i>R</i><sup>2</sup> = 0.97) was conducted to evaluate the acceptability of the calibrated parameters. The high <i>R</i><sup>2</sup> value suggests a robust correlation between the observed and simulated data, indicating that the model's parameters are within an acceptable range. This finding underscores the accuracy and reliability of the developed MLPG method for analyzing contaminant transport in unconfined aquifers, particularly in the context of the Rafsanjan Plain.</p></div>\",\"PeriodicalId\":589,\"journal\":{\"name\":\"International Journal of Environmental Science and Technology\",\"volume\":\"21 13\",\"pages\":\"8661 - 8674\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2024-05-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Environmental Science and Technology\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s13762-024-05633-5\",\"RegionNum\":4,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Environmental Science and Technology","FirstCategoryId":"93","ListUrlMain":"https://link.springer.com/article/10.1007/s13762-024-05633-5","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

该研究介绍了无网格局部 Petrov-Galerkin (MLPG) 方法的开发情况,该方法用于模拟和预测多孔介质中的污染物迁移,众所周知,这是防止地下水污染扩散的一个重要问题。这项研究以伊朗东南部的拉夫桑扬平原为实际案例,该地区尚未进行过无网方法的研究。计算模型使用 MATLAB 实现,并将径向基函数 (RBF) 作为插值技术。首先建立了地下水流模型,将水头作为确定非稳态条件下渗流速度的基础参数。随后,在含水层内模拟了六个月的污染迁移。在流动动力学和污染物迁移方面,对观测到的经验数据和模型值进行的比较分析表明,两者之间存在显著合理的一致性。参数分析表明,形状参数(\({\alpha }_{\text{c}}})的值对获得更精确的值影响最大。在这项研究中,污染传输模型中的\({\alpha }_{\text{c}}\)=6,与观测值相比获得了最可靠的输出。此外,还对判定系数(R2 = 0.97)进行了评估,以评价校准参数的可接受性。较高的 R2 值表明,观测数据和模拟数据之间具有很强的相关性,说明模型参数在可接受的范围内。这一结果突出表明了所开发的 MLPG 方法在分析无约束含水层污染物迁移方面的准确性和可靠性,特别是在拉夫桑扬平原的情况下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Disclosure of the intricacies in coupled groundwater flow and contaminant transport using mesh-less local Petrov–Galerkin method

Disclosure of the intricacies in coupled groundwater flow and contaminant transport using mesh-less local Petrov–Galerkin method

Disclosure of the intricacies in coupled groundwater flow and contaminant transport using mesh-less local Petrov–Galerkin method

The study presents the development of the Meshless Local Petrov–Galerkin (MLPG) method to model and predict contaminant transport in porous media which is known as an important issue to prevent the pollution propagation in groundwater. The research focuses on the Rafsanjan Plain in southeastern Iran as a real case study, where no studies of meshless methods have been done. Computational models were implemented using MATLAB, integrating Radial Basis Functions (RBF) as the interpolation technique. The process commenced by establishing a groundwater flow model, where hydraulic head served as the foundational parameter for determining seepage velocity under unsteady-state conditions. Subsequently, the contamination transport was simulated within the aquifer for a period of six months. Comparative analysis between observed empirical data and the modeled values in both flow dynamics and contaminant transport revealed a significant and reasonable alignment. Analysis of the parameters showed that the value of the shape parameter (\({\alpha }_{{\text{c}}})\) can have the greatest impact on achieving a more accurate value. In this research, with \({\alpha }_{{\text{c}}}\)=6 in the contamination transport model, the most reliable outputs were obtained compared to the observed values. Furthermore, the assessment of the coefficient of determination (R2 = 0.97) was conducted to evaluate the acceptability of the calibrated parameters. The high R2 value suggests a robust correlation between the observed and simulated data, indicating that the model's parameters are within an acceptable range. This finding underscores the accuracy and reliability of the developed MLPG method for analyzing contaminant transport in unconfined aquifers, particularly in the context of the Rafsanjan Plain.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
5.60
自引率
6.50%
发文量
806
审稿时长
10.8 months
期刊介绍: International Journal of Environmental Science and Technology (IJEST) is an international scholarly refereed research journal which aims to promote the theory and practice of environmental science and technology, innovation, engineering and management. A broad outline of the journal''s scope includes: peer reviewed original research articles, case and technical reports, reviews and analyses papers, short communications and notes to the editor, in interdisciplinary information on the practice and status of research in environmental science and technology, both natural and man made. The main aspects of research areas include, but are not exclusive to; environmental chemistry and biology, environments pollution control and abatement technology, transport and fate of pollutants in the environment, concentrations and dispersion of wastes in air, water, and soil, point and non-point sources pollution, heavy metals and organic compounds in the environment, atmospheric pollutants and trace gases, solid and hazardous waste management; soil biodegradation and bioremediation of contaminated sites; environmental impact assessment, industrial ecology, ecological and human risk assessment; improved energy management and auditing efficiency and environmental standards and criteria.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信