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, B. Pirzadeh, S. A. Hashemi Monfared, 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, B. Pirzadeh, S. A. Hashemi Monfared, 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}
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.
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.