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Volumn 31, Issue 2, 2008, Pages 269-286

Calibration of subsurface batch and reactive-transport models involving complex biogeochemical processes

Author keywords

Biogeochemical processes; Calibration; Multi start nonlinear regression; Parameter estimation; Particle swarm optimization; Reactive transport; Subsurface modeling

Indexed keywords

ALGORITHMS; BIODEGRADATION; COMPUTER SIMULATION; GRAPHIC METHODS; LINEAR REGRESSION; NITRATES; PARAMETER ESTIMATION; TRANSPORT PROPERTIES;

EID: 37049025006     PISSN: 03091708     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.advwatres.2007.08.005     Document Type: Article
Times cited : (19)

References (106)
  • 1
    • 0033865254 scopus 로고    scopus 로고
    • A compartmentalized solute transport model for redox zones in contaminated aquifers, 2. Field-scale simulations
    • Abrams R.H., and Loague K. A compartmentalized solute transport model for redox zones in contaminated aquifers, 2. Field-scale simulations. Water Resour Res 36 8 (2000) 2015-2029
    • (2000) Water Resour Res , vol.36 , Issue.8 , pp. 2015-2029
    • Abrams, R.H.1    Loague, K.2
  • 2
    • 0032840214 scopus 로고    scopus 로고
    • Comparison of a genetic algorithm and mathematical programming to the design of groundwater cleanup systems
    • Aly A.H., and Peralta R.C. Comparison of a genetic algorithm and mathematical programming to the design of groundwater cleanup systems. Water Resour Res 35 8 (1999) 2415-2425
    • (1999) Water Resour Res , vol.35 , Issue.8 , pp. 2415-2425
    • Aly, A.H.1    Peralta, R.C.2
  • 3
    • 0025919031 scopus 로고
    • Oxidation-reduction capacities of aquifer solids
    • Barcelona M.J., and Holm T.R. Oxidation-reduction capacities of aquifer solids. Environ Sci Technol 25 9 (1991) 1565-1572
    • (1991) Environ Sci Technol , vol.25 , Issue.9 , pp. 1565-1572
    • Barcelona, M.J.1    Holm, T.R.2
  • 5
    • 15744398025 scopus 로고    scopus 로고
    • Numerical methods for improving sensitivity analysis and parameter estimation of virus transport simulated using sorptive-reactive processes
    • Barth G., and Hill M.C. Numerical methods for improving sensitivity analysis and parameter estimation of virus transport simulated using sorptive-reactive processes. J Contam Hydrol 76 3-4 (2005) 251-277
    • (2005) J Contam Hydrol , vol.76 , Issue.3-4 , pp. 251-277
    • Barth, G.1    Hill, M.C.2
  • 6
    • 0002256849 scopus 로고
    • Relative curvature measures of nonlinearity
    • Bates D.M., and Watts D.G. Relative curvature measures of nonlinearity. J Roy Stat Soc B 42 1 (1980) 1-25
    • (1980) J Roy Stat Soc B , vol.42 , Issue.1 , pp. 1-25
    • Bates, D.M.1    Watts, D.G.2
  • 7
    • 0024785025 scopus 로고
    • An evaluation of mathematical models of the transport of biologically reacting solutes in saturated soils and aquifers
    • Baveye P., and Volocchi A. An evaluation of mathematical models of the transport of biologically reacting solutes in saturated soils and aquifers. Water Resour Res 25 6 (1989) 1413-1421
    • (1989) Water Resour Res , vol.25 , Issue.6 , pp. 1413-1421
    • Baveye, P.1    Volocchi, A.2
  • 8
    • 0023523402 scopus 로고
    • Water quality modeling: a review of the analysis of uncertainty
    • Beck M.B. Water quality modeling: a review of the analysis of uncertainty. Water Resour Res 23 8 (1987) 1393-1442
    • (1987) Water Resour Res , vol.23 , Issue.8 , pp. 1393-1442
    • Beck, M.B.1
  • 9
    • 84979452357 scopus 로고
    • Uncertainty, identifiability and the propagation of prediction errors: A case study of Lake Ontario
    • Beck M.B., and Halfon E. Uncertainty, identifiability and the propagation of prediction errors: A case study of Lake Ontario. J Forecast 10 1-2 (1991) 135-161
    • (1991) J Forecast , vol.10 , Issue.1-2 , pp. 135-161
    • Beck, M.B.1    Halfon, E.2
  • 10
    • 37049039420 scopus 로고    scopus 로고
    • Beielstein T, Parsopoulos KE, Vrahatis MN. Tuning PSO parameters through sensitivity analysis: Technical Report, Reihe Computational Intelligence CI 124{minus 45 degree rule}/02. Collaborative Research Center, Department of Computer Science, University of Dortmund (available online at http://ls11-www.cs.uni-dortmund.de/people/tom/); 2002.
  • 11
    • 37049037242 scopus 로고    scopus 로고
    • Automatic calibration of a semi-distributed hydrologic model using particle swarm optimization
    • (Fall Meeting Suppl), Abstract H54B-07
    • Bekele E.G., and Nicklow J.W. Automatic calibration of a semi-distributed hydrologic model using particle swarm optimization. Eos Trans AGU 86 52 (2005) (Fall Meeting Suppl), Abstract H54B-07
    • (2005) Eos Trans AGU , vol.86 , Issue.52
    • Bekele, E.G.1    Nicklow, J.W.2
  • 12
    • 0035987604 scopus 로고    scopus 로고
    • Rigorous uncertainty assessment in contaminant transport inverse modeling: a case study of fluoride diffusion through clay liners
    • Bell L.S., Binning P.J., Kuczera G., and Kau P.M. Rigorous uncertainty assessment in contaminant transport inverse modeling: a case study of fluoride diffusion through clay liners. J Contam Hydrol 57 1-2 (2003) 1-20
    • (2003) J Contam Hydrol , vol.57 , Issue.1-2 , pp. 1-20
    • Bell, L.S.1    Binning, P.J.2    Kuczera, G.3    Kau, P.M.4
  • 13
    • 1842734917 scopus 로고    scopus 로고
    • A split operator approach to reactive transport with the forward particle tracking Eulerian Lagrangian localized adjoint method
    • Bell L.S.J., and Binning P.J. A split operator approach to reactive transport with the forward particle tracking Eulerian Lagrangian localized adjoint method. Adv Water Resour 27 4 (2004) 323-334
    • (2004) Adv Water Resour , vol.27 , Issue.4 , pp. 323-334
    • Bell, L.S.J.1    Binning, P.J.2
  • 15
    • 33644526990 scopus 로고    scopus 로고
    • A manifesto for the equifinality thesis
    • Beven K. A manifesto for the equifinality thesis. J Hydrol 320 1-2 (2006) 18-36
    • (2006) J Hydrol , vol.320 , Issue.1-2 , pp. 18-36
    • Beven, K.1
  • 16
    • 0037196232 scopus 로고    scopus 로고
    • Modelling of transport and biogeochemical processes in pollution plumes: literature review and model development
    • Brun A., and Engesgaard P. Modelling of transport and biogeochemical processes in pollution plumes: literature review and model development. J Hydrol 256 (2002) 211-227
    • (2002) J Hydrol , vol.256 , pp. 211-227
    • Brun, A.1    Engesgaard, P.2
  • 18
    • 0033597586 scopus 로고    scopus 로고
    • Evaluation of confidence intervals for a steady-state leaky aquifer model
    • Christensen S., and Cooley R.L. Evaluation of confidence intervals for a steady-state leaky aquifer model. Adv Water Resour 22 8 (1999) 807-817
    • (1999) Adv Water Resour , vol.22 , Issue.8 , pp. 807-817
    • Christensen, S.1    Cooley, R.L.2
  • 19
    • 37049017329 scopus 로고    scopus 로고
    • Clement T. RT3D - A modular computer code for simulating reactive multi-species transport in 3-dimensional groundwater aquifers. Richlands (WA): Battelle Pacific Northwest National Laboratory; 1997. Report No.: PNNL-SA-28967.
  • 20
    • 37049014031 scopus 로고    scopus 로고
    • Clerc M. TRIBES - an example of optimization by particulate swarm without parameters of control. In: Optimization by Particulate Swarm (OEP 2003), Paris, France; 2003.
  • 22
    • 37049018785 scopus 로고    scopus 로고
    • Cooley RL, Naff RL. Regression modeling of ground-water flow: U.S. Geological Survey; 1990. Report No.: TWRI 3-B4.
  • 23
    • 37049010467 scopus 로고    scopus 로고
    • Craig JR, Matott LS. Visual Bluebird User's Manual: Version 2.0. Buffalo (NY) (available from www.groundwater.buffalo.edu): University at Buffalo, Department of Civil, Structural, and Environmental Engineering; 2005.
  • 24
    • 4143053545 scopus 로고    scopus 로고
    • Inverse problem of multicomponent reactive chemical transport in porous media: formulation and applications
    • 10.1029/2004WR003248
    • Dai Z., and Samper J. Inverse problem of multicomponent reactive chemical transport in porous media: formulation and applications. Water Resour Res 40 7 (2004) W07407 10.1029/2004WR003248
    • (2004) Water Resour Res , vol.40 , Issue.7
    • Dai, Z.1    Samper, J.2
  • 25
    • 0037373555 scopus 로고    scopus 로고
    • Ground water model calibration using pilot points and regularization
    • Doherty J. Ground water model calibration using pilot points and regularization. Ground Water 41 2 (2003) 170-177
    • (2003) Ground Water , vol.41 , Issue.2 , pp. 170-177
    • Doherty, J.1
  • 26
    • 37049026178 scopus 로고    scopus 로고
    • Doherty J. PEST: Model-independent parameter estimation, User Manual, 5th edition. Brisbane (Australia): Watermark Numerical Computing; 2004.
  • 27
    • 33746238525 scopus 로고    scopus 로고
    • An advanced regularization methodology for use in watershed model calibration
    • Doherty J., and Skahill B.E. An advanced regularization methodology for use in watershed model calibration. J Hydrol 327 3-4 (2006) 564-577
    • (2006) J Hydrol , vol.327 , Issue.3-4 , pp. 564-577
    • Doherty, J.1    Skahill, B.E.2
  • 29
    • 0030617990 scopus 로고    scopus 로고
    • River bank filtration: modelling of the changes in water chemistry with emphasis on nitrogen species
    • Doussan C., Poitevin G., Ledoux E., and Detay M. River bank filtration: modelling of the changes in water chemistry with emphasis on nitrogen species. J Contam Hydrol 25 1 (1997) 129-156
    • (1997) J Contam Hydrol , vol.25 , Issue.1 , pp. 129-156
    • Doussan, C.1    Poitevin, G.2    Ledoux, E.3    Detay, M.4
  • 31
    • 0027047735 scopus 로고
    • A geochemical transport model for redox-controlled movement of mineral fronts in groundwater flow systems: a case of nitrate removal by oxidation of pyrite
    • Engesgaard P., and Kipp K.L. A geochemical transport model for redox-controlled movement of mineral fronts in groundwater flow systems: a case of nitrate removal by oxidation of pyrite. Water Resour Res 28 10 (1992) 2829-2843
    • (1992) Water Resour Res , vol.28 , Issue.10 , pp. 2829-2843
    • Engesgaard, P.1    Kipp, K.L.2
  • 32
    • 37049021304 scopus 로고    scopus 로고
    • Environmental Protection Agency. Protocol for Developing Nutrient TMDLs: Environmental Protection Agency, Office of Water; 1999. Report No.: EPA 841-B-99-007.
  • 33
    • 37049003929 scopus 로고    scopus 로고
    • Environmental Protection Agency. The twenty needs report: how research can improve the TMDL program: Environmental Protection Agency, Office of Water; 2002. Report No.: EPA 841-B-02-002.
  • 34
    • 37049022551 scopus 로고    scopus 로고
    • Environmental Security Technology Certification Program (ESTCP). Cost and performance report: Application of flow and transport optimization codes to groundwater pump-and-treat systems: US Department of Defense; 2004. Report No.: ESTCP CU-0010 (available from: www.estcp.org/documents/techdocs/CU-0010.pdf).
  • 35
    • 27544500819 scopus 로고    scopus 로고
    • A new optimization method: big bang-big crunch
    • Erol O.K., and Eksin I. A new optimization method: big bang-big crunch. Adv Eng Softw 37 2 (2006) 106-111
    • (2006) Adv Eng Softw , vol.37 , Issue.2 , pp. 106-111
    • Erol, O.K.1    Eksin, I.2
  • 37
    • 1642338206 scopus 로고    scopus 로고
    • A general paradigm to model reaction-based biogeochemical processes in batch systems
    • 10.1029/2002WR001694
    • Fang Y., Yeh G.T., and Burgos W.D. A general paradigm to model reaction-based biogeochemical processes in batch systems. Water Resour Res 39 4 (2003) 1083 10.1029/2002WR001694
    • (2003) Water Resour Res , vol.39 , Issue.4 , pp. 1083
    • Fang, Y.1    Yeh, G.T.2    Burgos, W.D.3
  • 39
    • 33846829888 scopus 로고    scopus 로고
    • Parameter estimation and uncertainty analysis for a watershed model
    • Gallagher M., and Doherty J. Parameter estimation and uncertainty analysis for a watershed model. Environ Modell Softw 22 7 (2007) 1000-1020
    • (2007) Environ Modell Softw , vol.22 , Issue.7 , pp. 1000-1020
    • Gallagher, M.1    Doherty, J.2
  • 40
    • 0036567969 scopus 로고    scopus 로고
    • Solving the inverse problem of parameter estimation by genetic algorithms: the case of a groundwater contaminant transport model
    • Giacobbo F., Marseguerra M., and Zio E. Solving the inverse problem of parameter estimation by genetic algorithms: the case of a groundwater contaminant transport model. Ann Nucl Energ 29 8 (2002) 967-981
    • (2002) Ann Nucl Energ , vol.29 , Issue.8 , pp. 967-981
    • Giacobbo, F.1    Marseguerra, M.2    Zio, E.3
  • 41
    • 33748060863 scopus 로고    scopus 로고
    • Multiobjective particle swarm optimization for parameter estimation in hydrology
    • 10.1029/2005WR004528
    • Gill M.K., Kaheil Y.H., Khalil A., Mckee M., and Bastidas L. Multiobjective particle swarm optimization for parameter estimation in hydrology. Water Resour Res 42 7 (2006) W07417 10.1029/2005WR004528
    • (2006) Water Resour Res , vol.42 , Issue.7
    • Gill, M.K.1    Kaheil, Y.H.2    Khalil, A.3    Mckee, M.4    Bastidas, L.5
  • 43
    • 33644624171 scopus 로고    scopus 로고
    • Optimal design of groundwater remediation systems using fuzzy set theory
    • Guan J., and Aral M.M. Optimal design of groundwater remediation systems using fuzzy set theory. Water Resour Res 33 5 (2004) 1001-1012
    • (2004) Water Resour Res , vol.33 , Issue.5 , pp. 1001-1012
    • Guan, J.1    Aral, M.M.2
  • 44
    • 0032143681 scopus 로고    scopus 로고
    • A hybrid optimization approach to the estimation of distributed parameters in two-dimensional confined aquifers
    • Heidari M., and Ranjithan S.R. A hybrid optimization approach to the estimation of distributed parameters in two-dimensional confined aquifers. J Am Water Resour As 34 4 (1998) 909-920
    • (1998) J Am Water Resour As , vol.34 , Issue.4 , pp. 909-920
    • Heidari, M.1    Ranjithan, S.R.2
  • 45
    • 37049028305 scopus 로고    scopus 로고
    • Hem JD. Study and interpretation of the chemical characteristics of natural water, 3rd ed.: USGS; 1985. Report No.: USGS WSP 2254.
  • 46
    • 37049026851 scopus 로고    scopus 로고
    • Hill MC. Methods and guidelines for effective model calibration: USGS; 1998. Report No.: USGS WRI 98-4005.
  • 47
    • 0032144374 scopus 로고    scopus 로고
    • Kinetic modeling of microbially-driven redox chemistry of subsurface environments: coupling transport, microbial metabolism and geochemistry
    • Hunter K.S., Wang Y., and Capellen P.V. Kinetic modeling of microbially-driven redox chemistry of subsurface environments: coupling transport, microbial metabolism and geochemistry. J Hydrol 209 (1998) 53-80
    • (1998) J Hydrol , vol.209 , pp. 53-80
    • Hunter, K.S.1    Wang, Y.2    Capellen, P.V.3
  • 48
    • 33645947036 scopus 로고    scopus 로고
    • Ten iterative steps in development and evaluation of environmental models
    • Jakeman A.J., Letcher R.A., and Norton J.P. Ten iterative steps in development and evaluation of environmental models. Environ Modell Softw 21 5 (2006) 602-614
    • (2006) Environ Modell Softw , vol.21 , Issue.5 , pp. 602-614
    • Jakeman, A.J.1    Letcher, R.A.2    Norton, J.P.3
  • 49
    • 4344717635 scopus 로고    scopus 로고
    • Katare S, Kalos A, West D. A hybrid swarm optimizer for efficient parameter estimation. In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC2004); 100; 2004. pp. 309-315, doi: doi:10.1109/CEC.2004.1330872.
  • 50
    • 33644550945 scopus 로고    scopus 로고
    • Calibration of conceptual hydrological models revisited: 1. Overcoming numerical artefacts
    • Kavetski D. Calibration of conceptual hydrological models revisited: 1. Overcoming numerical artefacts. J Hydrol 320 1-2 (2006) 173-186
    • (2006) J Hydrol , vol.320 , Issue.1-2 , pp. 173-186
    • Kavetski, D.1
  • 51
    • 0032409103 scopus 로고    scopus 로고
    • Reactive transport modeling of redox geochemistry: approaches to chemical disequilibrium and reaction rate estimation at a site in northern Wisconsin
    • Keating E.H., and Bahr J.M. Reactive transport modeling of redox geochemistry: approaches to chemical disequilibrium and reaction rate estimation at a site in northern Wisconsin. Water Resour Res 34 12 (1998) 3573-3584
    • (1998) Water Resour Res , vol.34 , Issue.12 , pp. 3573-3584
    • Keating, E.H.1    Bahr, J.M.2
  • 53
    • 0029535737 scopus 로고    scopus 로고
    • Kennedy J, Eberhart RC. Particle swarm optimization. In: Proceedings of the IEEE international conference on neural networks. Piscataway, NJ; 1995. p. 1942-1948.
  • 54
    • 0036607061 scopus 로고    scopus 로고
    • Modeling enhanced in situ denitrification in groundwater
    • Killingstad M.W., Widdowson M.A., and Smith R.L. Modeling enhanced in situ denitrification in groundwater. J Environ Eng 128 6 (2002) 491-504
    • (2002) J Environ Eng , vol.128 , Issue.6 , pp. 491-504
    • Killingstad, M.W.1    Widdowson, M.A.2    Smith, R.L.3
  • 55
    • 9144238757 scopus 로고    scopus 로고
    • Bacterial sulfate reduction limits natural arsenic contamination in groundwater
    • Kirk M.F., Holm T.R., Park J., Jin Q., Sanford R.A., Fouke B.W., et al. Bacterial sulfate reduction limits natural arsenic contamination in groundwater. Geology 32 11 (2004) 953-956
    • (2004) Geology , vol.32 , Issue.11 , pp. 953-956
    • Kirk, M.F.1    Holm, T.R.2    Park, J.3    Jin, Q.4    Sanford, R.A.5    Fouke, B.W.6
  • 56
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • Kirkpatrick S., Gelatt J.C., and Vecchi M. Optimization by simulated annealing. Science 220 (1983) 671-680
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, J.C.2    Vecchi, M.3
  • 57
    • 0032033477 scopus 로고    scopus 로고
    • The effect of distribution of iron-oxyhydroxide grain coatings on the transport of bacterial cells in porous media
    • Knapp E.P., Herman J.S., Hornberger G.M., and Mills A.L. The effect of distribution of iron-oxyhydroxide grain coatings on the transport of bacterial cells in porous media. Environ Geol 33 4 (1998) 243-248
    • (1998) Environ Geol , vol.33 , Issue.4 , pp. 243-248
    • Knapp, E.P.1    Herman, J.S.2    Hornberger, G.M.3    Mills, A.L.4
  • 58
    • 37049027657 scopus 로고    scopus 로고
    • Kraemer SR, Spruill TB, Tesoriero AJ, Mew HE, Farrell KM. Modeling to evolve understanding of the shallow ground water flow system beneath the Lizzie Research Station, North Carolina In: Guidebook of the Carolina Geological Society Annual Field Trip; 2003; Durham (NC): Carolina Geological Society; 2003. p. 35-46.
  • 59
    • 0000873069 scopus 로고
    • A Method for the Solution of Certain Problems in Least Squares
    • Levenberg K. A Method for the Solution of Certain Problems in Least Squares. Q Appl Math 2 (1944) 164-168
    • (1944) Q Appl Math , vol.2 , pp. 164-168
    • Levenberg, K.1
  • 60
    • 84995038412 scopus 로고
    • Nonlinearity measures: a case study
    • Linssen H.N. Nonlinearity measures: a case study. Stat Neerl 29 (1975) 93-99
    • (1975) Stat Neerl , vol.29 , pp. 93-99
    • Linssen, H.N.1
  • 61
    • 0037146816 scopus 로고    scopus 로고
    • Reduction kinetics of Fe(III), Co(III), U(VI), Cr(VI), and Tc(VII) in cultures of dissimilatory metal-reducing bacteria
    • Liu C., Gorby Y.A., Zachara J.M., Fredrickson J.K., and Brown C.F. Reduction kinetics of Fe(III), Co(III), U(VI), Cr(VI), and Tc(VII) in cultures of dissimilatory metal-reducing bacteria. Biotechnol Bioeng 80 6 (2002) 637-649
    • (2002) Biotechnol Bioeng , vol.80 , Issue.6 , pp. 637-649
    • Liu, C.1    Gorby, Y.A.2    Zachara, J.M.3    Fredrickson, J.K.4    Brown, C.F.5
  • 62
    • 0035164086 scopus 로고    scopus 로고
    • Uncertainties of monod kinetic parameters nonlinearly estimated from batch experiments
    • Liu C., and Zachara J.M. Uncertainties of monod kinetic parameters nonlinearly estimated from batch experiments. Environ Sci Technol 35 1 (2001) 133-141
    • (2001) Environ Sci Technol , vol.35 , Issue.1 , pp. 133-141
    • Liu, C.1    Zachara, J.M.2
  • 63
    • 0034749386 scopus 로고    scopus 로고
    • Multicomponent simulation of wastewater-derived nitrogen and carbon in shallow unconfined aquifers II. Model application to a field site
    • MacQuarrie K.T., Sudicky E.A., and Robertson W.D. Multicomponent simulation of wastewater-derived nitrogen and carbon in shallow unconfined aquifers II. Model application to a field site. J Contam Hydrol 47 (2001) 85-104
    • (2001) J Contam Hydrol , vol.47 , pp. 85-104
    • MacQuarrie, K.T.1    Sudicky, E.A.2    Robertson, W.D.3
  • 64
    • 0000169232 scopus 로고
    • An algorithm for least-squares estimation of nonlinear parameters
    • Marquardt D. An algorithm for least-squares estimation of nonlinear parameters. SIAM J Appl Math 11 (1963) 431-441
    • (1963) SIAM J Appl Math , vol.11 , pp. 431-441
    • Marquardt, D.1
  • 65
    • 24044465520 scopus 로고    scopus 로고
    • Identification of dynamic models for horizontal subsurface constructed wetlands
    • Marsili-Libelli S., and Checchi N. Identification of dynamic models for horizontal subsurface constructed wetlands. Ecol Model 187 2-3 (2005) 201-218
    • (2005) Ecol Model , vol.187 , Issue.2-3 , pp. 201-218
    • Marsili-Libelli, S.1    Checchi, N.2
  • 66
    • 0036842567 scopus 로고    scopus 로고
    • Groundwater remediation strategy using global optimization algorithms
    • Maskey S., Jonoski A., and Solomatine D.P. Groundwater remediation strategy using global optimization algorithms. J Water Resour Plann Manage 128 6 (2002) 431-440
    • (2002) J Water Resour Plann Manage , vol.128 , Issue.6 , pp. 431-440
    • Maskey, S.1    Jonoski, A.2    Solomatine, D.P.3
  • 67
    • 37049039211 scopus 로고    scopus 로고
    • Matott LS. Nighthawk Documentation and User's Guide; Version 1.0. Buffalo, NY (available online at www.groundwater.buffalo.edu): University at Buffalo, Department of Civil, Structural and Environmental Engineering; 2007.
  • 68
    • 37049030986 scopus 로고    scopus 로고
    • Matott LS. Ostrich: an Optimization Software Tool, Documentation and User's Guide, Version 1.6. Buffalo, NY (available from www.groundwater.buffalo.edu): University at Buffalo, Department of Civil, Structural, and Environmental Engineering; 2005.
  • 69
    • 33750307951 scopus 로고    scopus 로고
    • Application of heuristic optimization techniques and algorithm tuning to multi-layered sorptive barrier design
    • Matott L.S., Bartelt-Hunt S.L., Rabideau A.J., and Fowler K.R. Application of heuristic optimization techniques and algorithm tuning to multi-layered sorptive barrier design. Environ Sci Technol 40 20 (2006) 6354-6360
    • (2006) Environ Sci Technol , vol.40 , Issue.20 , pp. 6354-6360
    • Matott, L.S.1    Bartelt-Hunt, S.L.2    Rabideau, A.J.3    Fowler, K.R.4
  • 70
    • 33644628495 scopus 로고    scopus 로고
    • Pump-and-treat optimization using analytic element method flow models
    • Matott L.S., Rabideau A.J., and Craig J.R. Pump-and-treat optimization using analytic element method flow models. Adv Water Resour 29 5 (2006) 760-775
    • (2006) Adv Water Resour , vol.29 , Issue.5 , pp. 760-775
    • Matott, L.S.1    Rabideau, A.J.2    Craig, J.R.3
  • 71
    • 0035892715 scopus 로고    scopus 로고
    • Reactive transport modeling of processes controlling the distribution and natural attenuation of phenolic compounds in a deep sandstone aquifer
    • Mayer K.U., Benner S.G., Frind E.O., Thornton S.F., and Lerner D.N. Reactive transport modeling of processes controlling the distribution and natural attenuation of phenolic compounds in a deep sandstone aquifer. J Contam Hydrol 53 3-4 (2001) 341-368
    • (2001) J Contam Hydrol , vol.53 , Issue.3-4 , pp. 341-368
    • Mayer, K.U.1    Benner, S.G.2    Frind, E.O.3    Thornton, S.F.4    Lerner, D.N.5
  • 72
    • 0028163698 scopus 로고
    • Modeling reactive transport of organic compounds in groundwater using a partial redox disequilibrium approach
    • McNab W.W., and Narasimhan T.N. Modeling reactive transport of organic compounds in groundwater using a partial redox disequilibrium approach. Water Resour Res 30 9 (1994) 2619-2635
    • (1994) Water Resour Res , vol.30 , Issue.9 , pp. 2619-2635
    • McNab, W.W.1    Narasimhan, T.N.2
  • 73
    • 29944433778 scopus 로고    scopus 로고
    • Comparison of function approximation, heuristic, and derivative-based methods for automatic calibration of computationally expensive groundwater bioremediation models
    • 10.1029/2005WR004134
    • Mugunthan P., Shoemaker C.A., and Regis R.G. Comparison of function approximation, heuristic, and derivative-based methods for automatic calibration of computationally expensive groundwater bioremediation models. Water Resour Res 41 (2005) W11427 10.1029/2005WR004134
    • (2005) Water Resour Res , vol.41
    • Mugunthan, P.1    Shoemaker, C.A.2    Regis, R.G.3
  • 74
    • 37049029383 scopus 로고    scopus 로고
    • Nicholson TJ, Babendreier JE, Meyer PD, Mohanty S, Hicks BB, Leavesley GH. Proceedings of the International Workshop on Uncertainty, Sensitivity, and Parameter Estimation for Multimedia Environmental Modeling. Rockville, MD; 2003. Report No.: EPA/600/R-04/117.
  • 75
    • 37049029582 scopus 로고    scopus 로고
    • Parkhurst DL, Appelo CAJ. User's guide to PHREEQC (version 2) - a computer program for speciation, batch-reaction, one-dimensional transport, and inverse geochemical calculations: USGS; 1999. Report No.: USGS WRI 99-4259.
  • 76
    • 37049032081 scopus 로고    scopus 로고
    • Pascual P, Stiber N, Sunderland E. Draft guidance on the development, evaluation, and application of regulatory environmental models. Washington (DC): U.S. EPA Council for Regulatory Environmental Modeling; 2003 (available online at www.epa.gov/ord/crem/library/CREM%20Guidance%20Draft%2012_03.pdf).
  • 77
    • 22244490375 scopus 로고    scopus 로고
    • Multimodel ranking and inference in ground water modeling
    • Poeter E., and Anderson D. Multimodel ranking and inference in ground water modeling. Ground Water 43 4 (2005) 597-605
    • (2005) Ground Water , vol.43 , Issue.4 , pp. 597-605
    • Poeter, E.1    Anderson, D.2
  • 78
    • 37049005117 scopus 로고    scopus 로고
    • Poeter EP, Hill MC. Documentation of UCODE: A computer code for universal inverse modeling: US Geological Survey; 1998. Report No.: WRI 98-4080.
  • 79
    • 0026311926 scopus 로고
    • Nitrate reduction in an unconfined sandy aquifer: water chemistry, reduction processes, and geochemical modeling
    • Postma D., Boesen C., Kristiansen H., and Larsen F. Nitrate reduction in an unconfined sandy aquifer: water chemistry, reduction processes, and geochemical modeling. Water Resour Res 27 8 (1991) 2027-2045
    • (1991) Water Resour Res , vol.27 , Issue.8 , pp. 2027-2045
    • Postma, D.1    Boesen, C.2    Kristiansen, H.3    Larsen, F.4
  • 80
    • 21744439943 scopus 로고    scopus 로고
    • Influence of numerical precision on the calibration of AEM-based groundwater flow models
    • Rabideau A.J., Matott L.S., Jankovic I., Craig J.R., and Becker M.W. Influence of numerical precision on the calibration of AEM-based groundwater flow models. Environ Geol 48 1 (2005) 57-67
    • (2005) Environ Geol , vol.48 , Issue.1 , pp. 57-67
    • Rabideau, A.J.1    Matott, L.S.2    Jankovic, I.3    Craig, J.R.4    Becker, M.W.5
  • 81
    • 37049038586 scopus 로고    scopus 로고
    • Raghavan V. A comparison between gradient-based and heuristic algorithms for inverse modeling of two-dimensional groundwater flow, M.S. Thesis, State University of New York at Buffalo, NY, 2003.
  • 82
    • 0020925944 scopus 로고
    • Confirmation of water quality models
    • Reckhow K.H., and Chapra S.C. Confirmation of water quality models. Ecol Model 20 2-3 (1983) 113-133
    • (1983) Ecol Model , vol.20 , Issue.2-3 , pp. 113-133
    • Reckhow, K.H.1    Chapra, S.C.2
  • 83
    • 0348011425 scopus 로고    scopus 로고
    • Modelling guidelines - terminology and guiding principles
    • Refsgaard J.C., and Henriksen H.J. Modelling guidelines - terminology and guiding principles. Adv Water Resour 27 1 (2004) 71-82
    • (2004) Adv Water Resour , vol.27 , Issue.1 , pp. 71-82
    • Refsgaard, J.C.1    Henriksen, H.J.2
  • 84
    • 16244368843 scopus 로고    scopus 로고
    • Quality assurance in model based water management - review of existing practice and outline of new approaches
    • Refsgaard J.C., Henriksen H.J., Harrar B., Scholten H., and Kassahun A. Quality assurance in model based water management - review of existing practice and outline of new approaches. Environ Modell Softw 20 10 (2005) 1201-1215
    • (2005) Environ Modell Softw , vol.20 , Issue.10 , pp. 1201-1215
    • Refsgaard, J.C.1    Henriksen, H.J.2    Harrar, B.3    Scholten, H.4    Kassahun, A.5
  • 85
    • 33748416660 scopus 로고    scopus 로고
    • A framework for dealing with uncertainty due to model structure error
    • Refsgaard J.C., van der Sluijs J.P., Brown J., and van der Keur P. A framework for dealing with uncertainty due to model structure error. Adv Water Resour 29 11 (2006) 1586-1597
    • (2006) Adv Water Resour , vol.29 , Issue.11 , pp. 1586-1597
    • Refsgaard, J.C.1    van der Sluijs, J.P.2    Brown, J.3    van der Keur, P.4
  • 88
    • 6344278349 scopus 로고    scopus 로고
    • Sidle WC, Allen D. Importance of groundwater sulfate to acidification in the Goose River watershed, Maine. Water Resour Res 2004;40(W09402):doi:10.1029/2004WR003101.
  • 89
    • 33748470118 scopus 로고    scopus 로고
    • Efficient accommodation of local minima in watershed model calibration
    • Skahill B.E., and Doherty J. Efficient accommodation of local minima in watershed model calibration. J Hydrol 329 1-2 (2006) 122-139
    • (2006) J Hydrol , vol.329 , Issue.1-2 , pp. 122-139
    • Skahill, B.E.1    Doherty, J.2
  • 90
    • 0002391575 scopus 로고    scopus 로고
    • Two strategies of adaptive cluster covering with descent and their comparison to other algorithms
    • Solomatine D.P. Two strategies of adaptive cluster covering with descent and their comparison to other algorithms. J Global Optim 14 1 (1999) 55-79
    • (1999) J Global Optim , vol.14 , Issue.1 , pp. 55-79
    • Solomatine, D.P.1
  • 91
    • 0033384302 scopus 로고    scopus 로고
    • Automatic calibration of groundwater models using global optimization techniques
    • Solomatine D.P., Dibike Y.B., and Kukuric N. Automatic calibration of groundwater models using global optimization techniques. Hydrol Sci J 44 6 (1999) 879-894
    • (1999) Hydrol Sci J , vol.44 , Issue.6 , pp. 879-894
    • Solomatine, D.P.1    Dibike, Y.B.2    Kukuric, N.3
  • 92
    • 37049019624 scopus 로고    scopus 로고
    • Spruill TB, Tesoriero HE, Mew HE, Farrell KM, Harden SL, Colosimo AB, et al. Geochemistry and Characteristics of Nitrogen Transport at a Confined Animal Feeding Operation in a Coastal Plain Agricultural Watershed, and Implications for Nutrient Loading in the Neuse River Basin, North Carolina, 1999-2002: USGS; 2005. Report No.: USGS SIR 2004-5283.
  • 93
    • 15444363727 scopus 로고    scopus 로고
    • Nitrogen transport and transformations in a coastal plain watershed: Influence of geomorphology on flow paths and residence times
    • 10.1029/2003WR002953
    • Tesoriero A.J., Spruill T.B., Mew H.E., Farrell K.M., and Harden S.L. Nitrogen transport and transformations in a coastal plain watershed: Influence of geomorphology on flow paths and residence times. Water Resour Res 41 2 (2005) W02008 10.1029/2003WR002953
    • (2005) Water Resour Res , vol.41 , Issue.2
    • Tesoriero, A.J.1    Spruill, T.B.2    Mew, H.E.3    Farrell, K.M.4    Harden, S.L.5
  • 94
    • 28244473669 scopus 로고    scopus 로고
    • A hybrid regularized inversion methodology for highly parameterized environmental models
    • 10.1029/2005WR003995
    • Tonkin M.J., and Doherty J. A hybrid regularized inversion methodology for highly parameterized environmental models. Water Resour Res 41 10 (2005) W10412 10.1029/2005WR003995
    • (2005) Water Resour Res , vol.41 , Issue.10
    • Tonkin, M.J.1    Doherty, J.2
  • 95
    • 37049011157 scopus 로고    scopus 로고
    • Tucker R, M. Clay Minerals: Their Importance and Function in Soils. Raleigh, NC: North Carolina Department of Agriculture and Consumer Services; 1999. Report No.: NCDA& CS Soil Fertility Note 13 (available online at www.ncagr.com/agronomi/pdffiles/sfn13.pdf).
  • 96
    • 37049030362 scopus 로고    scopus 로고
    • U.S. Environmental Protection Agency. Health Effects from Exposure to High Levels of Sulfate in Drinking Water Study. Washington (DC): US EPA Office of Water: US Environmental Protection Agency; 1999. Report No.: EPA 815-R-99-001.
  • 97
    • 0032144358 scopus 로고    scopus 로고
    • Hydrogeochemical transport modeling of 24 years of Rhine water infiltration in the dunes of the Amsterdam water supply
    • van Breuklen B.M., Appelo C.A., and Olsthoorn T.N. Hydrogeochemical transport modeling of 24 years of Rhine water infiltration in the dunes of the Amsterdam water supply. J Hydrol 209 (1998) 281-296
    • (1998) J Hydrol , vol.209 , pp. 281-296
    • van Breuklen, B.M.1    Appelo, C.A.2    Olsthoorn, T.N.3
  • 98
    • 22544448996 scopus 로고    scopus 로고
    • Inverse modeling of groundwater flow using model reduction
    • 10.1029/2004WR003698
    • Vermeulen P.T.M., Heemink A.W., and Valstar J.R. Inverse modeling of groundwater flow using model reduction. Water Resour Res 41 6 (2005) W06003 10.1029/2004WR003698
    • (2005) Water Resour Res , vol.41 , Issue.6
    • Vermeulen, P.T.M.1    Heemink, A.W.2    Valstar, J.R.3
  • 99
    • 33750367168 scopus 로고    scopus 로고
    • Model inversion of transient nonlinear groundwater flow models using model reduction
    • 10.1029/2005WR004536
    • Vermeulen P.T.M., te Stroet C.B.M., and Heemink A.W. Model inversion of transient nonlinear groundwater flow models using model reduction. Water Resour Res 42 9 (2006) W09417 10.1029/2005WR004536
    • (2006) Water Resour Res , vol.42 , Issue.9
    • Vermeulen, P.T.M.1    te Stroet, C.B.M.2    Heemink, A.W.3
  • 100
    • 0042316787 scopus 로고    scopus 로고
    • Modeling kinetic processes controlling hydrogen and acetate concentrations in an aquifer-derived microcosm
    • Watson I.A., Oswald S.E., Mayer K.U., Wu Y., and Banwart S.A. Modeling kinetic processes controlling hydrogen and acetate concentrations in an aquifer-derived microcosm. Environ Sci Technol 37 17 (2003) 3910-3919
    • (2003) Environ Sci Technol , vol.37 , Issue.17 , pp. 3910-3919
    • Watson, I.A.1    Oswald, S.E.2    Mayer, K.U.3    Wu, Y.4    Banwart, S.A.5
  • 101
    • 0031811167 scopus 로고    scopus 로고
    • Detecting influential observations in nonlinear regression modeling of groundwater flow
    • Yager R. Detecting influential observations in nonlinear regression modeling of groundwater flow. Water Resour Res 34 7 (1998) 1623-1633
    • (1998) Water Resour Res , vol.34 , Issue.7 , pp. 1623-1633
    • Yager, R.1
  • 103
    • 0033064794 scopus 로고    scopus 로고
    • Comparison of optimization methods for ground-water bioremediation
    • Yoon J.-H., and Shoemaker C.A. Comparison of optimization methods for ground-water bioremediation. J Water Resour Plan Manage 125 1 (1999) 54-63
    • (1999) J Water Resour Plan Manage , vol.125 , Issue.1 , pp. 54-63
    • Yoon, J.-H.1    Shoemaker, C.A.2
  • 104
    • 37049026417 scopus 로고    scopus 로고
    • Zheng C. MT3D: a modular three-dimensional transport model for simulation of advection, dispersion, and chemical reactions of contaminants in groundwater systems. Ada (OK): US EPA Robert S. Kerr Environmental Research Laboratory; 1990. Report No.: 74280.
  • 105
    • 0030206974 scopus 로고    scopus 로고
    • Parameter structure identification using tabu search and simulated annealing
    • Zheng C., and Wang P. Parameter structure identification using tabu search and simulated annealing. Adv Water Resour 19 4 (1996) 215-224
    • (1996) Adv Water Resour , vol.19 , Issue.4 , pp. 215-224
    • Zheng, C.1    Wang, P.2
  • 106
    • 37048999924 scopus 로고    scopus 로고
    • Zheng C, Wang PP. MT3DMS: A modular three-dimensional multispecies transport model for simulation of advection, dispersion, and chemical reactions of contaminants in groundwater systems; Documentation and user's guide: U.S. Army Engineer Research and Development Center; 1999. Report No.: SERDP-99-1.


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