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Volumn 199, Issue 1-4, 2009, Pages 389-405

Filtered stepwise clustering method for predicting fate of contaminants in groundwater remediation systems: A case study in western Canada

Author keywords

Contaminant fate; Groundwater contamination; Multivariate analysis; Prediction; Remediation

Indexed keywords

AQUIFER REMEDIATION; CLUSTERING METHODS; CONTAMINANT FATE; CONTAMINANT TRANSPORT; DECISION MAKERS; DECISION VARIABLES; GROUND WATER REMEDIATION; GROUNDWATER CONTAMINATION; MULTIVARIATE ANALYSIS; PREDICTION; PUMP-AND-TREAT; REAL-WORLD; REMEDIATION DESIGN; REMEDIATION STRATEGIES; SOLUTION SPACE; STATISTICAL RELATIONSHIP; SUBSURFACE MODEL;

EID: 65849106078     PISSN: 00496979     EISSN: 15732932     Source Type: Journal    
DOI: 10.1007/s11270-008-9887-5     Document Type: Article
Times cited : (7)

References (42)
  • 1
    • 0022699762 scopus 로고
    • Regression approximations for transport model constraint sets in combined aquifer simulation-optimization studies.
    • W. M. Alley 1986 Regression approximations for transport model constraint sets in combined aquifer simulation-optimization studies Water Resources Research 22 4 581 586 doi:10.1029/WR022i004p00581 (Pubitemid 180715)
    • (1986) WATER RESOUR. RES. , vol.22 , pp. 581-586
    • Alley, W.M.1
  • 2
    • 0032840214 scopus 로고    scopus 로고
    • Comparison of a genetic algorithm and mathematical programming to the design of groundwater cleanup systems
    • A. H. Aly R. C. Peralta 1999 Comparison of genetic algorithm and mathematical programming to the design of groundwater cleanup systems Water Resources Research 35 8 2415 2425 doi:10.1029/1998WR900128 (Pubitemid 29375371)
    • (1999) Water Resources Research , vol.35 , Issue.8 , pp. 2415-2425
    • Aly, A.H.1    Peralta, R.C.2
  • 4
    • 0001408461 scopus 로고
    • How reliable is your capability index?
    • doi:10.2307/2347383
    • A. F. Bissel 1990 How reliable is your capability index? Applied Statistics 39 331 340 doi:10.2307/2347383
    • (1990) Applied Statistics , vol.39 , pp. 331-340
    • Bissel, A.F.1
  • 8
    • 0036916832 scopus 로고    scopus 로고
    • Groundwater cleanup: The optimization perspective (a literature review)
    • doi:10.1080/03052150215715
    • D. C. M. Cunha 2002 Groundwater cleanup: The optimization perspective (a literature review) Engineering Optimization 34 689 702 doi:10.1080/ 03052150215715
    • (2002) Engineering Optimization , vol.34 , pp. 689-702
    • Cunha, D.C.M.1
  • 9
    • 0013097850 scopus 로고
    • Optimal groundwater management: 1-simulated annealing
    • D. E. Dougherty R. Marryott 1991 Optimal groundwater management: 1-simulated annealing Water Resources Research 19 2 305 319
    • (1991) Water Resources Research , vol.19 , Issue.2 , pp. 305-319
    • Dougherty, D.E.1    Marryott, R.2
  • 10
    • 0028992785 scopus 로고
    • Modeling for optimal management of agricultural and domestic wastewater loading to streams
    • DOI 10.1029/94WR02980
    • M. S. Ejaz R. C. Peralta 1995 Modeling for optimal management of agricultural and domestic wastewater loading to streams Water Resources Research 31 4 1087 1096 doi:10.1029/94WR02980 (Pubitemid 26436516)
    • (1995) Water Resources Research , vol.31 , Issue.4 , pp. 1087-1096
    • Ejaz, M.S.1    Peralta, R.C.2
  • 14
    • 0026802527 scopus 로고
    • A stepwise cluster analysis method for predicting air quality in an urban environment
    • G. H. Huang 1992 A stepwise cluster analysis method for the prediction of air quality in an urban environment Atmospheric Environment 26B 3 349 357 (Pubitemid 23374548)
    • (1992) Atmospheric Environment, Part B , vol.26 B , Issue.3 , pp. 349-357
    • Guohe Huang1
  • 15
    • 0037391349 scopus 로고    scopus 로고
    • Integrated simulation-optimization approach for real-time dynamic modeling and process control of surfactant-enhanced remediation at petroleum-contaminated sites
    • DOI 10.1061/(ASCE)1090-025X(2003)7:2(95)
    • Y. F. Huang J. B. Li G. H. Huang A. Chakma X. S. Qin 2003 An integrated simulation-optimization approach for real-time dynamic modeling and process control of surfactant-enhanced remediation at petroleum-contaminated sites Practice Periodical of Hazardous, Toxic, and Radioactive Waste Management 7 2 95 105 doi:10.1061/(ASCE)1090-025X(2003)7:2(95) (Pubitemid 36435135)
    • (2003) Practice Periodical of Hazardous, Toxic, and Radioactive Waste Management , vol.7 , Issue.2 , pp. 95-105
    • Huang, Y.F.1    Li, J.B.2    Huang, G.H.3    Chakma, A.4    Qin, X.S.5
  • 16
    • 0030816075 scopus 로고    scopus 로고
    • Pump-and-treat optimization using well locations and pumping rates as decision variables
    • C. Huang A. S. Mayer 1997 Pump-and-treat optimization using well locations and pumping rates as decision variables Water Resources Research 33 5 1001 1012 doi:10.1029/97WR00366 (Pubitemid 27201532)
    • (1997) Water Resources Research , vol.33 , Issue.5 , pp. 1001-1012
    • Huang, C.1    Mayer, A.S.2
  • 18
    • 0034161355 scopus 로고    scopus 로고
    • Accuracy of neural network approximators in simulation-optimization
    • DOI 10.1061/(ASCE)0733-9496(2000)126:2(48)
    • V. M. Johnson L. L. Rogers 2000 Accuracy of neural network approximators in simulation-optimization Journal of Water Resources Planning and Management 126 2 48 56 doi:10.1061/(ASCE)0733-9496(2000)126:2(48) (Pubitemid 30221564)
    • (2000) Journal of Water Resources Planning and Management , vol.126 , Issue.2 , pp. 48-56
    • Johnson, V.M.1    Rogers, L.L.2
  • 20
  • 23
    • 0025637915 scopus 로고
    • Simulating physical processes and economic behavior in saline, irrigated agriculture: Model development
    • L. J. Lefkoff S. M. Gorelick 1990 Simulating physical processes and economic behavior in saline, irrigated agriculture: Model development Water Resources Research 26 7 1359 1369
    • (1990) Water Resources Research , vol.26 , Issue.7 , pp. 1359-1369
    • Lefkoff, L.J.1    Gorelick, S.M.2
  • 25
    • 0027380906 scopus 로고
    • Optimal groundwater management 2. Application of simulated annealing to a field-scale contamination site
    • R. A. Marryott D. E. Dougherty R. L. Stollar 1993 Optimal groundwater management. II. Application of simulated annealing to a field-scale contamination site Water Resources Research 29 4 847 860 doi:10.1029/92WR02801 (Pubitemid 23384001)
    • (1993) Water Resources Research , vol.29 , Issue.4 , pp. 847-860
    • Marryott, R.A.1    Dougherty, D.E.2    Stollar, R.L.3
  • 27
    • 0028667840 scopus 로고
    • Genetic algorithm solution of groundwater management models
    • DOI 10.1029/94WR00554
    • D. C. McKinney M. D. Lin 1994 Genetic algorithm solution of groundwater management models Water Resources Research 30 6 1897 1906 doi:10.1029/94WR00554 (Pubitemid 283608)
    • (1994) Water Resources Research , vol.30 , Issue.6 , pp. 1897-1906
    • McKinney, D.C.1    Min-Der Lin2
  • 28
    • 0030089382 scopus 로고    scopus 로고
    • Pump-and-treat ground-water remediation system optimization
    • DOI 10.1061/(ASCE)0733-9496(1996)122:2(128)
    • D. C. McKinney M. D. Lin 1996 Pump-and-treat groundwater remediation system optimization Journal of Water Resources Planning and Management 122 2 128 136 doi:10.1061/(ASCE)0733-9496(1996)122:2(128) (Pubitemid 28149331)
    • (1996) Journal of Water Resources Planning and Management - ASCE , vol.122 , Issue.2 , pp. 128-136
    • McKinney, D.C.1    Min-Der-Lin2
  • 29
    • 0032558883 scopus 로고    scopus 로고
    • Application of artificial neural network and genetic algorithm in flow and transport simulations
    • DOI 10.1016/S0309-1708(98)00002-5, PII S0309170898000025
    • J. Morshed J. J. Kaluarachchi 1998 Application of artificial neural network and genetic algorithm in flow and transport simulations Advances in Water Resources 22 2 145 158 doi:10.1016/S0309-1708(98)00002-5 (Pubitemid 29118687)
    • (1998) Advances in Water Resources , vol.22 , Issue.2 , pp. 145-158
    • Morshed, J.1    Kaluarachchi, J.J.2
  • 31
    • 0028174533 scopus 로고
    • Optimization of groundwater remediation using artificial neural networks with parallel solute transport modeling
    • DOI 10.1029/93WR01494
    • L. L. Rogers F. U. Dowla 1994 Optimiztion of groundwater remediation using artificial neural networks and parallel solute transport modeling Water Resources Research 30 2 457 481 doi:10.1029/93WR01494 (Pubitemid 24405841)
    • (1994) Water Resources Research , vol.30 , Issue.2 , pp. 457-481
    • Rogers, L.L.1    Dowla, F.U.2
  • 32
    • 0028988614 scopus 로고
    • Optimal field-scale groundwater remediation using neural networks and the genetic algorithm
    • L. L. Rogers F. U. Dowla V. M. Johnson 1995 Optimal field-scale groundwater remediation using neural networks and the genetic algorithm Environmental Science & Technology 29 5 1145 1155 doi:10.1021/es00005a003 (Pubitemid 26437898)
    • (1995) Environmental Science & Technology , vol.29 , Issue.5 , pp. 1145-1155
    • Rogers, L.L.1    Dowla, F.U.2    Johnson, V.M.3
  • 35
    • 67349246920 scopus 로고
    • USEPA (US Environmental Protection Agency). Office of Emergency and Remedial Response Washington, D.C.
    • USEPA (US Environmental Protection Agency) (1992). Publication 9355.4-05A1, P392-963347. Washington, D.C.: Office of Emergency and Remedial Response.
    • (1992) Publication 9355.4-05A1, P392-963347
  • 36
    • 0019057216 scopus 로고
    • CLOSED-FORM EQUATION FOR PREDICTING THE HYDRAULIC CONDUCTIVITY OF UNSATURATED SOILS.
    • M. T. van Genuchten 1980 A closed-form equation for predicting the hydraulic conductivity of unsaturated soils Soil Science Society of America Journal 44 892 898 (Pubitemid 11452039)
    • (1980) Soil Science Society of America Journal , vol.44 , Issue.5 , pp. 892-898
    • Van Genuchten, M.T.1
  • 37
    • 0001158397 scopus 로고
    • Recent advances in simulation-optimization groundwater management modeling. U.S. National Rep. Prepared for Int. Union of Geophys. 1991-1994
    • doi:10.1029/95RG00394
    • B. J. Wagner 1995 Recent advances in simulation-optimization groundwater management modeling. U.S. National Rep. Prepared for Int. Union of Geophys. 1991-1994 Reviews of Geophysics 33 Supplement 1021 1028 doi:10.1029/95RG00394
    • (1995) Reviews of Geophysics , vol.33 , Issue.SUPPL. , pp. 1021-1028
    • Wagner, B.J.1
  • 38
    • 79955750805 scopus 로고    scopus 로고
    • University of North Carolina-Chapel Hill, TR95-041, Chapel Hill, USA
    • Welch, G., & Bisshop, G. (2006). An introduction to the Kalman filter. University of North Carolina-Chapel Hill, TR95-041, Chapel Hill, USA.
    • (2006) An Introduction to the Kalman Filter
    • Welch, G.1    Bisshop, G.2
  • 39
    • 33746594699 scopus 로고
    • Statistical inference in geology
    • T. W. Anderson (Ed.) New York: Wiley
    • Wilks, S. S. (1963). Statistical inference in geology. In T. W. Anderson (Ed.), Contributions to mathematical statistics (pp 112-128). New York: Wiley.
    • (1963) Contributions to Mathematical Statistics , pp. 112-128
    • Wilks, S.S.1
  • 40
    • 0037391309 scopus 로고    scopus 로고
    • Bioslurping model for assessing light hydrocarbon recovery in contaminated unconfined aquifer. II: Optimization analysis
    • DOI 10.1061/(ASCE)1090-025X(2003)7:2(131)
    • H. K. Yen N. B. Chang 2003 Bioslurping model to assess the light hydrocarbon recovery in a contaminated unconfined aquifer (II): Optimization analysis Practice Periodicals of Hazardous, Toxic, and Radioactive Waste Management-ASCE 7 2 131 138 (Pubitemid 36435138)
    • (2003) Practice Periodical of Hazardous, Toxic, and Radioactive Waste Management , vol.7 , Issue.2 , pp. 131-138
    • Yen, H.-K.1    Chang, N.-B.2
  • 41
    • 0037392989 scopus 로고    scopus 로고
    • Bioslurping model for assessing light hydrocarbon recovery in contaminated unconfined aquifer. I: Simulation analysis
    • DOI 10.1061/(ASCE)1090-025X(2003)7:2(114)
    • H. K. Yen N. B. Chang T. F. Lin 2003 Bioslurping model to assess the light hydrocarbon recovery in a contaminated unconfined aquifer (I): Simulation analysis Practice Periodicals of Hazardous, Toxic, and Radioactive Waste Management-ASCE 7 2 114 130 (Pubitemid 36435137)
    • (2003) Practice Periodical of Hazardous, Toxic, and Radioactive Waste Management , vol.7 , Issue.2 , pp. 114-130
    • Yen, H.-K.1    Chang, N.-B.2    Lin, T.-F.3
  • 42
    • 0032897859 scopus 로고    scopus 로고
    • An integrated global and local optimization approach for remediation system design
    • DOI 10.1029/1998WR900032
    • (Pubitemid 29054155)
    • (1999) Water Resources Research , vol.35 , Issue.1 , pp. 137-148
    • Zheng, C.1    Wang, P.P.2


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