Use of geostatistical models in DNAPL source zone architecture and dissolution profiles assessment in spatially variable aquifer
Following the accidental subsurface release of dense nonaqueous phase liquids (DNAPLs), spatial variability of physical and chemical soil/contaminant properties can exert a controlling influence on infiltration pathways and organic entrapment. DNAPL spreading, fingering, and pooling typically result...
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Published in | Environmental earth sciences Vol. 70; no. 5; pp. 1983 - 1991 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Springer-Verlag
01.11.2013
Springer Berlin Heidelberg Springer Nature B.V |
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Online Access | Get full text |
ISSN | 1866-6280 1866-6299 |
DOI | 10.1007/s12665-013-2713-4 |
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Abstract | Following the accidental subsurface release of dense nonaqueous phase liquids (DNAPLs), spatial variability of physical and chemical soil/contaminant properties can exert a controlling influence on infiltration pathways and organic entrapment. DNAPL spreading, fingering, and pooling typically result in source zones characterized by irregular contaminated regions with complex boundaries. Spatial variability in aquifer properties also influences subsequent DNAPL dissolution and aqueous transport dynamics. An increasing number of studies have investigated the effects of subsurface heterogeneity on the fate of DNAPL; however, previous work was limited to the examination of the behavior of single-component DNAPL in systems with simple and well-defined aqueous and solid surface chemistry. From a DNAPL remediation point of view, such an idealized assumption will bring a large discrepancy between the designs based on the model simulation and the reality. The research undertaken in this study seeks to stochastically explore the influence of spatially variable porous media on DNAPL entrapment and dissolution profiles in the saturated groundwater aquifer. A 3D, multicomponent, multiphase, compositional model, UTCHEM, was used to simulate natural gradient water flooding processes in spatially variable soils. Porosity was assumed to be uniform or simulated using sequential Gaussian simulation (SGS) and sequential indicator simulation (SIS). Soil permeability was treated as a spatially random variable and modeled independently of porosity, and a geostatistical method was used to generate random distributions of soil permeability using SGS and SIS (derived from measured grain size distribution curves). Equally possible 3D ensembles of aquifer realizations with spatially variable permeability accounting of physical heterogeneity could be generated. Tetrachloroethene (PCE) was selected as a DNAPL representative as it was frequently discovered at many contaminated groundwater sites worldwide, including Thailand. The randomly generated permeability fields were incorporated into UTCHEM to simulate DNAPL source zone architecture under 96-L hypothetical PCE spill in heterogeneous media and stochastic analysis was conducted based on the simulated results. Simulations revealed considerable variations in the predicted PCE source zone architecture with a similar degree of heterogeneity, and complex initial PCE source zone distribution profoundly affected PCE recovery time in heterogeneous media when subject to natural gradient water flush. The necessary time to lower PCE concentrations below Thai groundwater quality standard ranged from 39 years to more than 55 years, suggesting that spatial variability of subsurface formation significantly affected the dissolution behavior of entrapped PCE. The temporal distributions of PCE saturation were significantly altered owing to natural gradient water flush. Therefore, soil heterogeneity is a critical factor to design strategies for characterization and remediation of DNAPL contaminated sites. The systematic and comprehensive design algorithm developed and described herein perhaps serves as a template for application at other DNAPL sites in Thailand. |
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AbstractList | Following the accidental subsurface release of dense nonaqueous phase liquids (DNAPLs), spatial variability of physical and chemical soil/contaminant properties can exert a controlling influence on infiltration pathways and organic entrapment. DNAPL spreading, fingering, and pooling typically result in source zones characterized by irregular contaminated regions with complex boundaries. Spatial variability in aquifer properties also influences subsequent DNAPL dissolution and aqueous transport dynamics. An increasing number of studies have investigated the effects of subsurface heterogeneity on the fate of DNAPL; however, previous work was limited to the examination of the behavior of single-component DNAPL in systems with simple and well-defined aqueous and solid surface chemistry. From a DNAPL remediation point of view, such an idealized assumption will bring a large discrepancy between the designs based on the model simulation and the reality. The research undertaken in this study seeks to stochastically explore the influence of spatially variable porous media on DNAPL entrapment and dissolution profiles in the saturated groundwater aquifer. A 3D, multicomponent, multiphase, compositional model, UTCHEM, was used to simulate natural gradient water flooding processes in spatially variable soils. Porosity was assumed to be uniform or simulated using sequential Gaussian simulation (SGS) and sequential indicator simulation (SIS). Soil permeability was treated as a spatially random variable and modeled independently of porosity, and a geostatistical method was used to generate random distributions of soil permeability using SGS and SIS (derived from measured grain size distribution curves). Equally possible 3D ensembles of aquifer realizations with spatially variable permeability accounting of physical heterogeneity could be generated. Tetrachloroethene (PCE) was selected as a DNAPL representative as it was frequently discovered at many contaminated groundwater sites worldwide, including Thailand. The randomly generated permeability fields were incorporated into UTCHEM to simulate DNAPL source zone architecture under 96-L hypothetical PCE spill in heterogeneous media and stochastic analysis was conducted based on the simulated results. Simulations revealed considerable variations in the predicted PCE source zone architecture with a similar degree of heterogeneity, and complex initial PCE source zone distribution profoundly affected PCE recovery time in heterogeneous media when subject to natural gradient water flush. The necessary time to lower PCE concentrations below Thai groundwater quality standard ranged from 39 years to more than 55 years, suggesting that spatial variability of subsurface formation significantly affected the dissolution behavior of entrapped PCE. The temporal distributions of PCE saturation were significantly altered owing to natural gradient water flush. Therefore, soil heterogeneity is a critical factor to design strategies for characterization and remediation of DNAPL contaminated sites. The systematic and comprehensive design algorithm developed and described herein perhaps serves as a template for application at other DNAPL sites in Thailand. Following the accidental subsurface release of dense nonaqueous phase liquids (DNAPLs), spatial variability of physical and chemical soil/contaminant properties can exert a controlling influence on infiltration pathways and organic entrapment. DNAPL spreading, fingering, and pooling typically result in source zones characterized by irregular contaminated regions with complex boundaries. Spatial variability in aquifer properties also influences subsequent DNAPL dissolution and aqueous transport dynamics. An increasing number of studies have investigated the effects of subsurface heterogeneity on the fate of DNAPL; however, previous work was limited to the examination of the behavior of single-component DNAPL in systems with simple and well-defined aqueous and solid surface chemistry. From a DNAPL remediation point of view, such an idealized assumption will bring a large discrepancy between the designs based on the model simulation and the reality. The research undertaken in this study seeks to stochastically explore the influence of spatially variable porous media on DNAPL entrapment and dissolution profiles in the saturated groundwater aquifer. A 3D, multicomponent, multiphase, compositional model, UTCHEM, was used to simulate natural gradient water flooding processes in spatially variable soils. Porosity was assumed to be uniform or simulated using sequential Gaussian simulation (SGS) and sequential indicator simulation (SIS). Soil permeability was treated as a spatially random variable and modeled independently of porosity, and a geostatistical method was used to generate random distributions of soil permeability using SGS and SIS (derived from measured grain size distribution curves). Equally possible 3D ensembles of aquifer realizations with spatially variable permeability accounting of physical heterogeneity could be generated. Tetrachloroethene (PCE) was selected as a DNAPL representative as it was frequently discovered at many contaminated groundwater sites worldwide, including Thailand. The randomly generated permeability fields were incorporated into UTCHEM to simulate DNAPL source zone architecture under 96-L hypothetical PCE spill in heterogeneous media and stochastic analysis was conducted based on the simulated results. Simulations revealed considerable variations in the predicted PCE source zone architecture with a similar degree of heterogeneity, and complex initial PCE source zone distribution profoundly affected PCE recovery time in heterogeneous media when subject to natural gradient water flush. The necessary time to lower PCE concentrations below Thai groundwater quality standard ranged from 39 years to more than 55 years, suggesting that spatial variability of subsurface formation significantly affected the dissolution behavior of entrapped PCE. The temporal distributions of PCE saturation were significantly altered owing to natural gradient water flush. Therefore, soil heterogeneity is a critical factor to design strategies for characterization and remediation of DNAPL contaminated sites. The systematic and comprehensive design algorithm developed and described herein perhaps serves as a template for application at other DNAPL sites in Thailand. Issue Title: Topical Issue: Groundwater Resources Management Following the accidental subsurface release of dense nonaqueous phase liquids (DNAPLs), spatial variability of physical and chemical soil/contaminant properties can exert a controlling influence on infiltration pathways and organic entrapment. DNAPL spreading, fingering, and pooling typically result in source zones characterized by irregular contaminated regions with complex boundaries. Spatial variability in aquifer properties also influences subsequent DNAPL dissolution and aqueous transport dynamics. An increasing number of studies have investigated the effects of subsurface heterogeneity on the fate of DNAPL; however, previous work was limited to the examination of the behavior of single-component DNAPL in systems with simple and well-defined aqueous and solid surface chemistry. From a DNAPL remediation point of view, such an idealized assumption will bring a large discrepancy between the designs based on the model simulation and the reality. The research undertaken in this study seeks to stochastically explore the influence of spatially variable porous media on DNAPL entrapment and dissolution profiles in the saturated groundwater aquifer. A 3D, multicomponent, multiphase, compositional model, UTCHEM, was used to simulate natural gradient water flooding processes in spatially variable soils. Porosity was assumed to be uniform or simulated using sequential Gaussian simulation (SGS) and sequential indicator simulation (SIS). Soil permeability was treated as a spatially random variable and modeled independently of porosity, and a geostatistical method was used to generate random distributions of soil permeability using SGS and SIS (derived from measured grain size distribution curves). Equally possible 3D ensembles of aquifer realizations with spatially variable permeability accounting of physical heterogeneity could be generated. Tetrachloroethene (PCE) was selected as a DNAPL representative as it was frequently discovered at many contaminated groundwater sites worldwide, including Thailand. The randomly generated permeability fields were incorporated into UTCHEM to simulate DNAPL source zone architecture under 96-L hypothetical PCE spill in heterogeneous media and stochastic analysis was conducted based on the simulated results. Simulations revealed considerable variations in the predicted PCE source zone architecture with a similar degree of heterogeneity, and complex initial PCE source zone distribution profoundly affected PCE recovery time in heterogeneous media when subject to natural gradient water flush. The necessary time to lower PCE concentrations below Thai groundwater quality standard ranged from 39 years to more than 55 years, suggesting that spatial variability of subsurface formation significantly affected the dissolution behavior of entrapped PCE. The temporal distributions of PCE saturation were significantly altered owing to natural gradient water flush. Therefore, soil heterogeneity is a critical factor to design strategies for characterization and remediation of DNAPL contaminated sites. The systematic and comprehensive design algorithm developed and described herein perhaps serves as a template for application at other DNAPL sites in Thailand.[PUBLICATION ABSTRACT] |
Author | Rodphai, Suwit Putthividhya, Aksara |
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CitedBy_id | crossref_primary_10_1007_s10661_023_11578_y crossref_primary_10_1016_j_enggeo_2018_08_008 |
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References | LemkeLDAbriolaLMGoovaertsPDense nonaqueous phase liquid (DNAPL) source zone characterization: influence of hydraulic property correlation on predictions of DNAPL infiltration and entrapmentWater Resour Res200440W01511 SchadHVincenzoCGiovanniGDonatorPGeostatistical analysis of hydraulic conductivity related data based on core samples from a heterogeneous fluvial aquiferStatistics of spatial processes: theory and applications1993BariIt Stat Soc205212 DrummondCDLemkeLDRathfelderKMHahnEJAbriolaLMWickramanayakeGBGavaskarARGuptaNSimulation of surfactant-enhanced PCE recovery at a pilot test field siteTreating dense nonaqueous phase liquids (DNAPLs): remediation of chlorinated and recalcitrant compounds2000ColumbusBatelle7784 GoovaertsPImpact of the simulation algorithm, magnitude of ergodic fluctuations and number of realizations on the spaces of uncertainty of flow propertiesStoch Environ Res Risk Assess19991316118210.1007/s004770050037 BearJDynamics of fluids in porous media1972New YorkElsevier SrivastavaRMYarusJMChambersRLAn overview of stochastic methods for reservoir characterizationStochastic modeling and geostatistics: principles, methods, and case studies1994TulsaAmerican Association of Petroleum Geology116 DeutschCVJournelAGGSLIB: Geostatistical software library and user’s guide19982New YorkOxford University Press CV Deutsch (2713_CR2) 1998 CD Drummond (2713_CR3) 2000 P Goovaerts (2713_CR4) 1999; 13 J Bear (2713_CR1) 1972 H Schad (2713_CR6) 1993 LD Lemke (2713_CR5) 2004; 40 RM Srivastava (2713_CR7) 1994 |
References_xml | – reference: SrivastavaRMYarusJMChambersRLAn overview of stochastic methods for reservoir characterizationStochastic modeling and geostatistics: principles, methods, and case studies1994TulsaAmerican Association of Petroleum Geology116 – reference: BearJDynamics of fluids in porous media1972New YorkElsevier – reference: GoovaertsPImpact of the simulation algorithm, magnitude of ergodic fluctuations and number of realizations on the spaces of uncertainty of flow propertiesStoch Environ Res Risk Assess19991316118210.1007/s004770050037 – reference: SchadHVincenzoCGiovanniGDonatorPGeostatistical analysis of hydraulic conductivity related data based on core samples from a heterogeneous fluvial aquiferStatistics of spatial processes: theory and applications1993BariIt Stat Soc205212 – reference: DeutschCVJournelAGGSLIB: Geostatistical software library and user’s guide19982New YorkOxford University Press – reference: DrummondCDLemkeLDRathfelderKMHahnEJAbriolaLMWickramanayakeGBGavaskarARGuptaNSimulation of surfactant-enhanced PCE recovery at a pilot test field siteTreating dense nonaqueous phase liquids (DNAPLs): remediation of chlorinated and recalcitrant compounds2000ColumbusBatelle7784 – reference: LemkeLDAbriolaLMGoovaertsPDense nonaqueous phase liquid (DNAPL) source zone characterization: influence of hydraulic property correlation on predictions of DNAPL infiltration and entrapmentWater Resour Res200440W01511 – start-page: 1 volume-title: Stochastic modeling and geostatistics: principles, methods, and case studies year: 1994 ident: 2713_CR7 – start-page: 205 volume-title: Statistics of spatial processes: theory and applications year: 1993 ident: 2713_CR6 – volume: 13 start-page: 161 year: 1999 ident: 2713_CR4 publication-title: Stoch Environ Res Risk Assess doi: 10.1007/s004770050037 – volume-title: Dynamics of fluids in porous media year: 1972 ident: 2713_CR1 – volume-title: GSLIB: Geostatistical software library and user’s guide year: 1998 ident: 2713_CR2 – start-page: 77 volume-title: Treating dense nonaqueous phase liquids (DNAPLs): remediation of chlorinated and recalcitrant compounds year: 2000 ident: 2713_CR3 – volume: 40 start-page: W01511 year: 2004 ident: 2713_CR5 publication-title: Water Resour Res doi: 10.1029/2004WR003061 |
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SubjectTerms | algorithms Aquifers Biogeosciences chemistry Contaminants dense nonaqueous phase liquids Earth and Environmental Science Earth Sciences Environmental Science and Engineering Geochemistry Geology Geostatistics groundwater Groundwater management Groundwater pollution Heterogeneity Hydrology/Water Resources Nonaqueous phase liquids Permeability Porosity Porous media Remediation Resource management simulation models soil heterogeneity Soil permeability Soils Surface chemistry Terrestrial Pollution Tetrachloroethylene Thailand Thematic Issue Water quality Water resources |
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Title | Use of geostatistical models in DNAPL source zone architecture and dissolution profiles assessment in spatially variable aquifer |
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