메뉴 건너뛰기




Volumn 408, Issue 10, 2010, Pages 2189-2198

Locating monitoring wells in groundwater systems using embedded optimization and simulation models

Author keywords

Embedded optimization and simulation models; Groundwater monitoring; Pollution source identification; Probabilistic Support Vector Machines (PSVMs)

Indexed keywords

GROUNDWATER MONITORING; POLLUTION SOURCES; PROBABILISTIC SUPPORT VECTOR MACHINES (PSVMS); SIMULATION MODEL;

EID: 77649270900     PISSN: 00489697     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2010.02.004     Document Type: Article
Times cited : (36)

References (32)
  • 1
    • 0001472036 scopus 로고    scopus 로고
    • Genetic algorithms in search of groundwater pollution sources
    • Advances in groundwater pollution control and remediation, Kluwer Acad Publ, The Netherlands
    • Aral M.M., and Guan J. Genetic algorithms in search of groundwater pollution sources. Advances in groundwater pollution control and remediation. NATO ASI Series 2 Environment. vol. 9 (1996), Kluwer Acad Publ, The Netherlands 347-369
    • (1996) NATO ASI Series 2 Environment. , vol.9 , pp. 347-369
    • Aral, M.M.1    Guan, J.2
  • 2
    • 10944274219 scopus 로고    scopus 로고
    • Support vectors-based groundwater head observation networks design
    • 10.1029/2004WR003304
    • Asefa T., Kemblowski M.W., Urroz G., McKee M., and Khalil A. Support vectors-based groundwater head observation networks design. Water Resour Res 40 (2004) W11509 10.1029/2004WR003304
    • (2004) Water Resour Res , vol.40
    • Asefa, T.1    Kemblowski, M.W.2    Urroz, G.3    McKee, M.4    Khalil, A.5
  • 3
    • 18944381810 scopus 로고    scopus 로고
    • Support vector machines (SVMs) for monitoring network design
    • Asefa T., Kemblowski M., Urroz G., and McKee M. Support vector machines (SVMs) for monitoring network design. Ground Water 43 3 (2005) 413-422
    • (2005) Ground Water , vol.43 , Issue.3 , pp. 413-422
    • Asefa, T.1    Kemblowski, M.2    Urroz, G.3    McKee, M.4
  • 4
    • 0035653415 scopus 로고    scopus 로고
    • State of the art report on mathematical methods for groundwater pollution source identification
    • Atmadja J., and Bagtzoglou A.C. State of the art report on mathematical methods for groundwater pollution source identification. Environ Forensics 2 3 (2001) 205-214
    • (2001) Environ Forensics , vol.2 , Issue.3 , pp. 205-214
    • Atmadja, J.1    Bagtzoglou, A.C.2
  • 5
    • 2442715509 scopus 로고    scopus 로고
    • Convergence assessment of numerical Monte Carlo simulations in groundwater hydrology
    • Ballio F., and Guadagnini A. Convergence assessment of numerical Monte Carlo simulations in groundwater hydrology. Water Resour Res 40 4 (2004) W046031-W046035
    • (2004) Water Resour Res , vol.40 , Issue.4
    • Ballio, F.1    Guadagnini, A.2
  • 6
    • 64549141125 scopus 로고    scopus 로고
    • A conflict-resolution model for the conjunctive use of surface and groundwater resources that considers water-quality issues: a case study
    • Bazargan-Lari M.R., Kerachian R., and Mansoori A. A conflict-resolution model for the conjunctive use of surface and groundwater resources that considers water-quality issues: a case study. Environ Manage 43 3 (2009) 470-482
    • (2009) Environ Manage , vol.43 , Issue.3 , pp. 470-482
    • Bazargan-Lari, M.R.1    Kerachian, R.2    Mansoori, A.3
  • 7
    • 0033536893 scopus 로고    scopus 로고
    • Groundwater recharge modelling using the Monte Carlo technique, Manawatu region, New Zealand
    • Bekesi G., and McConchie J. Groundwater recharge modelling using the Monte Carlo technique, Manawatu region, New Zealand. J Hydrol 224 (1999) 137-148
    • (1999) J Hydrol , vol.224 , pp. 137-148
    • Bekesi, G.1    McConchie, J.2
  • 8
    • 0003710380 scopus 로고    scopus 로고
    • Software available at http://www.csie.ntu.edu.tw/~cjlin/libsvm
    • Chang C.C., and Lin C.J. LIBSVM: a library for support vector machines (2001). http://www.csie.ntu.edu.tw/~cjlin/libsvm Software available at http://www.csie.ntu.edu.tw/~cjlin/libsvm
    • (2001) LIBSVM: a library for support vector machines
    • Chang, C.C.1    Lin, C.J.2
  • 9
    • 0028975081 scopus 로고
    • Using genetic algorithms to solve a multiobjective groundwater monitoring problem
    • Cieniawski S.E., Eheart J.W., and Ranjithan S. Using genetic algorithms to solve a multiobjective groundwater monitoring problem. Water Resour Res 31 2 (1995) 399-409
    • (1995) Water Resour Res , vol.31 , Issue.2 , pp. 399-409
    • Cieniawski, S.E.1    Eheart, J.W.2    Ranjithan, S.3
  • 10
    • 4744339650 scopus 로고    scopus 로고
    • Optimal identification of unknown pollution sources using linked optimization simulation methodology
    • I.I.T, Kanpur, India
    • Datta B., and Chakrabarty D. Optimal identification of unknown pollution sources using linked optimization simulation methodology. Proc., Symp. on Advances in Geotechnical Engineering (SAGE 2003) (2003), I.I.T, Kanpur, India 368-379
    • (2003) Proc., Symp. on Advances in Geotechnical Engineering (SAGE 2003) , pp. 368-379
    • Datta, B.1    Chakrabarty, D.2
  • 11
    • 69849111676 scopus 로고    scopus 로고
    • Simultaneous identification of unknown groundwater pollution sources and estimation of aquifer parameters
    • Datta B., Chakrabarty D., and Dhar A. Simultaneous identification of unknown groundwater pollution sources and estimation of aquifer parameters. J Hydrol 376 (2009) 48-57
    • (2009) J Hydrol , vol.376 , pp. 48-57
    • Datta, B.1    Chakrabarty, D.2    Dhar, A.3
  • 12
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • Deb K., Pratap A., Agarwal S., and Meyarivan T. A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans Evol Comput 6 2 (2002) 182-197
    • (2002) IEEE Trans Evol Comput , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 13
    • 0020767488 scopus 로고
    • Identifying sources of groundwater pollution: an optimization approach
    • Gorelick S.M., Evans B., and Remson I. Identifying sources of groundwater pollution: an optimization approach. Water Resour Res 19 3 (1983) 779-790
    • (1983) Water Resour Res , vol.19 , Issue.3 , pp. 779-790
    • Gorelick, S.M.1    Evans, B.2    Remson, I.3
  • 14
    • 0004322686 scopus 로고    scopus 로고
    • User's documentation for MODFLOW-96, an update to the U.S. Geological Survey modular finite-difference groundwater flow model
    • U.S. Geological Survey
    • Harbaugh A.W., and McDonald M.G. User's documentation for MODFLOW-96, an update to the U.S. Geological Survey modular finite-difference groundwater flow model. Open file report 96-485 (1996), U.S. Geological Survey
    • (1996) Open file report 96-485
    • Harbaugh, A.W.1    McDonald, M.G.2
  • 15
    • 0036868465 scopus 로고    scopus 로고
    • Monitoring and evaluation scheme using the multiple-criteria-decision-making technique: application to irrigation projects
    • Karamouz M., Kerachian R., Zahraie B., and Araghi-Nejhad S. Monitoring and evaluation scheme using the multiple-criteria-decision-making technique: application to irrigation projects. J Irrig Drain E-ASCE 128 6 (2002) 341-350
    • (2002) J Irrig Drain E-ASCE , vol.128 , Issue.6 , pp. 341-350
    • Karamouz, M.1    Kerachian, R.2    Zahraie, B.3    Araghi-Nejhad, S.4
  • 16
    • 20844458468 scopus 로고    scopus 로고
    • Applicability of statistical learning algorithms in groundwater quality modeling
    • Khalil A., Almasri M.N., McKee M., and Kaluarachchi J.J. Applicability of statistical learning algorithms in groundwater quality modeling. Water Resour Res 41 5 (2005) 1-16
    • (2005) Water Resour Res , vol.41 , Issue.5 , pp. 1-16
    • Khalil, A.1    Almasri, M.N.2    McKee, M.3    Kaluarachchi, J.J.4
  • 18
    • 0034746116 scopus 로고    scopus 로고
    • Optimal identification of groundwater pollution sources and parameter estimation
    • Mahar P.S., and Datta B. Optimal identification of groundwater pollution sources and parameter estimation. J Water Resour Pl-ASCE 127 1 (2001) 20-29
    • (2001) J Water Resour Pl-ASCE , vol.127 , Issue.1 , pp. 20-29
    • Mahar, P.S.1    Datta, B.2
  • 19
    • 53549087552 scopus 로고    scopus 로고
    • Assessment of the groundwater salinity monitoring network of the Tehran region: application of the discrete entropy theory
    • Masoumi F., and Kerachian R. Assessment of the groundwater salinity monitoring network of the Tehran region: application of the discrete entropy theory. Water Sci Technol 58 4 (2008) 765-771
    • (2008) Water Sci Technol , vol.58 , Issue.4 , pp. 765-771
    • Masoumi, F.1    Kerachian, R.2
  • 20
    • 74349091978 scopus 로고    scopus 로고
    • Optimal redesign of groundwater quality monitoring networks: a case study
    • Masoumi F., and Kerachian R. Optimal redesign of groundwater quality monitoring networks: a case study. Environ Monit Assess 161 1-4 (2010) 247-257
    • (2010) Environ Monit Assess , vol.161 , Issue.1-4 , pp. 247-257
    • Masoumi, F.1    Kerachian, R.2
  • 21
    • 67650588333 scopus 로고    scopus 로고
    • A stochastic conflict resolution model for trading pollutant discharge permits in river systems
    • Niksokhan M.H., Kerachian R., and Amin P. A stochastic conflict resolution model for trading pollutant discharge permits in river systems. Environ Monit Assess 154 1-4 (2009) 219-232
    • (2009) Environ Monit Assess , vol.154 , Issue.1-4 , pp. 219-232
    • Niksokhan, M.H.1    Kerachian, R.2    Amin, P.3
  • 22
    • 52649101979 scopus 로고    scopus 로고
    • Potential well locations in in situ bioremediation design using neural network embedded Monte Carlo approach
    • Prasad R.K., and Mathur S. Potential well locations in in situ bioremediation design using neural network embedded Monte Carlo approach. Pract Period Hazard Toxic Radioact Waste Manag ASCE 12 4 (2008) 260-269
    • (2008) Pract Period Hazard Toxic Radioact Waste Manag ASCE , vol.12 , Issue.4 , pp. 260-269
    • Prasad, R.K.1    Mathur, S.2
  • 23
    • 77649273389 scopus 로고    scopus 로고
    • Simulation and optimization of contaminated groundwater remediation process. Water Resources Management Co. (WRMC), Ministry of Energy, Islamic Republic of Iran
    • Technical Report;
    • Safavi HR, SokhakLari K. Simulation and optimization of contaminated groundwater remediation process. Water Resources Management Co. (WRMC), Ministry of Energy, Islamic Republic of Iran, Technical Report; 2006.
    • (2006)
    • Safavi, H.R.1    SokhakLari, K.2
  • 24
    • 4744346835 scopus 로고    scopus 로고
    • Identification of unknown groundwater pollution sources using artificial neural network
    • I.I.T, Kharagpur, India
    • Singh R.M., Datta B., and Jain A. Identification of unknown groundwater pollution sources using artificial neural network. Proc., Int. Conf. on Advances in Civil Engineering (ACE 2002) (2002), I.I.T, Kharagpur, India 83-93
    • (2002) Proc., Int. Conf. on Advances in Civil Engineering (ACE 2002) , pp. 83-93
    • Singh, R.M.1    Datta, B.2    Jain, A.3
  • 25
    • 33947708401 scopus 로고    scopus 로고
    • Artificial neural network modeling for identification of unknown pollution sources in groundwater with partially missing concentration observation data
    • Singh R.M., and Datta B. Artificial neural network modeling for identification of unknown pollution sources in groundwater with partially missing concentration observation data. Water Resour Manag 21 (2007) 557-572
    • (2007) Water Resour Manag , vol.21 , pp. 557-572
    • Singh, R.M.1    Datta, B.2
  • 26
    • 34447501976 scopus 로고    scopus 로고
    • Assessing the sensitivity of water networks to noisy mass loads using Monte Carlo simulation
    • Tan R.R., Foo D.C.Y., and Manan Z.A. Assessing the sensitivity of water networks to noisy mass loads using Monte Carlo simulation. Comput Chem Eng 31 10 (2007) 1355-1363
    • (2007) Comput Chem Eng , vol.31 , Issue.10 , pp. 1355-1363
    • Tan, R.R.1    Foo, D.C.Y.2    Manan, Z.A.3
  • 27
    • 54049114256 scopus 로고    scopus 로고
    • Support vector machines for detection of electrocardiographic changes in partial epileptic patients
    • Übeyli E.D. Support vector machines for detection of electrocardiographic changes in partial epileptic patients. Eng Appl Artif Intell 21 8 (2008) 1196-1203
    • (2008) Eng Appl Artif Intell , vol.21 , Issue.8 , pp. 1196-1203
    • Übeyli, E.D.1
  • 29
    • 33144471291 scopus 로고    scopus 로고
    • A Markov random field model of contamination source identification in porous media flow
    • Wang J., and Zabaras N. A Markov random field model of contamination source identification in porous media flow. Int J Heat Mass Transfer 49 5-6 (2006) 939-950
    • (2006) Int J Heat Mass Transfer , vol.49 , Issue.5-6 , pp. 939-950
    • Wang, J.1    Zabaras, N.2
  • 30
    • 51349159085 scopus 로고    scopus 로고
    • Probability estimates for multi-class classification by pairwise coupling
    • Wu T.F., Lin C.J., and Weng R.C. Probability estimates for multi-class classification by pairwise coupling. J Mach Learn Res 5 (2004) 975-1005
    • (2004) J Mach Learn Res , vol.5 , pp. 975-1005
    • Wu, T.F.1    Lin, C.J.2    Weng, R.C.3
  • 31
    • 22344448898 scopus 로고    scopus 로고
    • Cavitation detection of butterfly valve using support vector machines
    • Yang B.S., Hwang W.W., Ko M.H., and Lee S.J. Cavitation detection of butterfly valve using support vector machines. J Sound Vib 287 1-2 (2005) 25-43
    • (2005) J Sound Vib , vol.287 , Issue.1-2 , pp. 25-43
    • Yang, B.S.1    Hwang, W.W.2    Ko, M.H.3    Lee, S.J.4
  • 32
    • 0003601415 scopus 로고    scopus 로고
    • MT3DMS: a modular three-dimensional multi-species 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, Vicksburg, MS
    • Zheng C., and Wang P.P. MT3DMS: a modular three-dimensional multi-species transport model for simulation of advection, dispersion and chemical reactions of contaminants in groundwater systems, documentation and user's guide. Contract Report SERDP-99-1 (1999), U.S. Army Engineer Research and Development Center, Vicksburg, MS
    • (1999) Contract Report SERDP-99-1
    • Zheng, C.1    Wang, P.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.