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Volumn 28, Issue 10, 2014, Pages 2813-2832

Application of Neural Networks and Optimization Model in Conjunctive Use of Surface Water and Groundwater

Author keywords

Artificial neural networks; Chou Shui alluvial fan; Conjunctive use; Groundwater; Network system; Optimization model

Indexed keywords

IRRIGATION; LANDFORMS; LINEAR PROGRAMMING; MATHEMATICAL MODELS; NEURAL NETWORKS; OPTIMIZATION; SURFACE WATERS; WATER LEVELS; WATER SUPPLY;

EID: 84903539566     PISSN: 09204741     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11269-014-0639-6     Document Type: Article
Times cited : (28)

References (37)
  • 1
    • 84903535736 scopus 로고    scopus 로고
    • Aquaveo Inc
    • Aquaveo Inc., (2009) GMS Tutorials http://www. aquaveo. com/gms-65tutorialsf 2
    • (2009) GMS Tutorials
  • 2
    • 22344432020 scopus 로고    scopus 로고
    • Optimal management of coastal aquifers using linked simulation optimization approach
    • Bhattacharjya RK, Datta B (2005) Optimal management of coastal aquifers using linked simulation optimization approach. Water Resour Manag 19(3): 295-320.
    • (2005) Water Resour Manag , vol.19 , Issue.3 , pp. 295-320
    • Bhattacharjya, R.K.1    Datta, B.2
  • 3
    • 84903514247 scopus 로고    scopus 로고
    • Hydrogeology and groundwater resources in Chou-Shui alluvial fan
    • Central Geological Survey, Taiwan (in Chinese)
    • Central Geological Survey (2007) Hydrogeology and groundwater resources in Chou-Shui alluvial fan. Conference of Geophysical Environment and Resources, Taiwan (in Chinese).
    • (2007) Conference of Geophysical Environment and Resources
  • 4
    • 84903526361 scopus 로고    scopus 로고
    • Changhwa Irrigation Association, Taiwan (in Chinese)
    • Changhwa Irrigation Association, Taiwan (2008) Statistics of irrigation condition (in Chinese).
    • (2008) Statistics of irrigation condition
  • 5
    • 77950629577 scopus 로고    scopus 로고
    • Optimal safe groundwater yield for land conservation in a seashore area under uncertainty
    • Chen HW, Ning SK, Yu RF, Chen JC (2010) Optimal safe groundwater yield for land conservation in a seashore area under uncertainty. Resour Conserv Recycl 54(8): 481-488.
    • (2010) Resour Conserv Recycl , vol.54 , Issue.8 , pp. 481-488
    • Chen, H.W.1    Ning, S.K.2    Yu, R.F.3    Chen, J.C.4
  • 6
    • 84903534893 scopus 로고    scopus 로고
    • Water budget of Chou-Shui alluvial fan using groundwater hydrograph analysis method
    • Central Geological Survey (in Chinese)
    • Chiang CR, Huang CC, Chen RE (2006) Water budget of Chou-Shui alluvial fan using groundwater hydrograph analysis method. Proceedings No. 19, Central Geological Survey (in Chinese).
    • (2006) Proceedings No. 19
    • Chiang, C.R.1    Huang, C.C.2    Chen, R.E.3
  • 7
    • 69949085092 scopus 로고    scopus 로고
    • Optimal control algorithms and neural network for dynamic groundwater management
    • Chu HJ, Chang LC (2009) Optimal control algorithms and neural network for dynamic groundwater management. Hydrol Process 23: 2765-2773.
    • (2009) Hydrol Process , vol.23 , pp. 2765-2773
    • Chu, H.J.1    Chang, L.C.2
  • 8
    • 0344984214 scopus 로고    scopus 로고
    • Artificial neural network approach for predicting transient water levels in a multilayered groundwater system under variable state, pumping and climate conditions
    • Coppola EA, Szidaroszky F, Poulton M, Charles E (2003) Artificial neural network approach for predicting transient water levels in a multilayered groundwater system under variable state, pumping and climate conditions. J Hydrol Eng 8(6): 348-360.
    • (2003) J Hydrol Eng , vol.8 , Issue.6 , pp. 348-360
    • Coppola, E.A.1    Szidaroszky, F.2    Poulton, M.3    Charles, E.4
  • 10
    • 70549102051 scopus 로고    scopus 로고
    • Saltwater intrusion management of coastal aquifers. I: linked simulation-optimization
    • Dhar A, Datta B (2009) Saltwater intrusion management of coastal aquifers. I: linked simulation-optimization. J Hydrol Eng 14(12): 1263-1272.
    • (2009) J Hydrol Eng , vol.14 , Issue.12 , pp. 1263-1272
    • Dhar, A.1    Datta, B.2
  • 11
    • 0029413253 scopus 로고
    • Maximizing conjunctive use of surface and ground water under surface water quality constraints
    • Ejaz MS, Peralta RC (1995) Maximizing conjunctive use of surface and ground water under surface water quality constraints. Adv Water Resour 18(2): 67-75.
    • (1995) Adv Water Resour , vol.18 , Issue.2 , pp. 67-75
    • Ejaz, M.S.1    Peralta, R.C.2
  • 12
    • 0032079941 scopus 로고    scopus 로고
    • Management model for conjunctive use of coastal surface water and groundwater
    • Emch G, Yeh W-G (1998) Management model for conjunctive use of coastal surface water and groundwater. J Water Resour Plan Manag 124(3): 129-139.
    • (1998) J Water Resour Plan Manag , vol.124 , Issue.3 , pp. 129-139
    • Emch, G.1    Yeh, W.-G.2
  • 13
    • 0020642405 scopus 로고
    • A review of distributed parameter groundwater management modeling methods
    • Gorelick SM (1983) A review of distributed parameter groundwater management modeling methods. Water Resour Res 19(2): 305-319.
    • (1983) Water Resour Res , vol.19 , Issue.2 , pp. 305-319
    • Gorelick, S.M.1
  • 14
    • 0036497204 scopus 로고    scopus 로고
    • Network flow optimization model for basin-scale water supply planning
    • Hsu NS, Cheng KW (2002) Network flow optimization model for basin-scale water supply planning. J Water Resour Plan Manag 128(2): 102-112.
    • (2002) J Water Resour Plan Manag , vol.128 , Issue.2 , pp. 102-112
    • Hsu, N.S.1    Cheng, K.W.2
  • 15
    • 20344369583 scopus 로고    scopus 로고
    • Groundwater level forecasting using artificial neural networks
    • Ioannis N, Daliakopoulos PC, Ioannis K (2005) Groundwater level forecasting using artificial neural networks. J Hydrol 309: 229-240.
    • (2005) J Hydrol , vol.309 , pp. 229-240
    • Ioannis, N.1    Daliakopoulos, P.C.2    Ioannis, K.3
  • 16
    • 8644267514 scopus 로고    scopus 로고
    • Monthly water resources and irrigation planning: case study of conjunctive use of surface and groundwater resources
    • Karamouz M, Kerchian R, Zahrie B (2004) Monthly water resources and irrigation planning: case study of conjunctive use of surface and groundwater resources. J Irrig Drain Eng 130(5): 391-402.
    • (2004) J Irrig Drain Eng , vol.130 , Issue.5 , pp. 391-402
    • Karamouz, M.1    Kerchian, R.2    Zahrie, B.3
  • 17
    • 38149120415 scopus 로고    scopus 로고
    • Application of genetic algorithms and artificial neural networks in conjunctive use of surface and groundwater resources
    • Karamouz M, Tabari MMR, Kerachian R (2007) Application of genetic algorithms and artificial neural networks in conjunctive use of surface and groundwater resources. Water Int 32(1): 163-176.
    • (2007) Water Int , vol.32 , Issue.1 , pp. 163-176
    • Karamouz, M.1    Tabari, M.M.R.2    Kerachian, R.3
  • 18
    • 62349136438 scopus 로고    scopus 로고
    • Pumping optimization of coastal aquifers based on evolutionary algorithms and surrogate modular neural networks models
    • Kourakos G, Mantoglou A (2009) Pumping optimization of coastal aquifers based on evolutionary algorithms and surrogate modular neural networks models. Adv Water Resour 32: 507-521.
    • (2009) Adv Water Resour , vol.32 , pp. 507-521
    • Kourakos, G.1    Mantoglou, A.2
  • 19
    • 84878764449 scopus 로고    scopus 로고
    • Estimating pumping rates and identifying potential recharge zones for groundwater management in multi-aquifers system
    • Lin HT, Ke KY, Tan YC, Wu SC, Hsu G, Chen PC, Fang ST (2013) Estimating pumping rates and identifying potential recharge zones for groundwater management in multi-aquifers system. Water Resour Manag 27(9): 3293-3306.
    • (2013) Water Resour Manag , vol.27 , Issue.9 , pp. 3293-3306
    • Lin, H.T.1    Ke, K.Y.2    Tan, Y.C.3    Wu, S.C.4    Hsu, G.5    Chen, P.C.6    Fang, S.T.7
  • 20
    • 4544247422 scopus 로고    scopus 로고
    • Decision support system for managing ground water resources in the Choushui river alluvial fan in Taiwan
    • Liu CW (2004) Decision support system for managing ground water resources in the Choushui river alluvial fan in Taiwan. J Am Water Resour Assoc 40(2): 431-442.
    • (2004) J Am Water Resour Assoc , vol.40 , Issue.2 , pp. 431-442
    • Liu, C.W.1
  • 21
  • 23
    • 10344261518 scopus 로고    scopus 로고
    • Multiobjective optimization for sustainable groundwater management in semiarid regions
    • McPhee J, Yeh W-G (2004) Multiobjective optimization for sustainable groundwater management in semiarid regions. J Water Resour Plan Manag 130(6): 490-497.
    • (2004) J Water Resour Plan Manag , vol.130 , Issue.6 , pp. 490-497
    • McPhee, J.1    Yeh, W.-G.2
  • 24
    • 50449094792 scopus 로고    scopus 로고
    • Artificial neural networks as an alternative approach to groundwater numerical modeling and environmental design
    • Nikolos IK, Stergiadi M, Papadopoulou MP, Karatzas GP (2008) Artificial neural networks as an alternative approach to groundwater numerical modeling and environmental design. Hydrol Process 22: 3337-3348.
    • (2008) Hydrol Process , vol.22 , pp. 3337-3348
    • Nikolos, I.K.1    Stergiadi, M.2    Papadopoulou, M.P.3    Karatzas, G.P.4
  • 25
    • 0026156821 scopus 로고
    • Embedding and response matrix techniques for maximizing steady-state ground-water extraction: computational comparison
    • Peralta RC, Azammia H, Takahashi S (1991a) Embedding and response matrix techniques for maximizing steady-state ground-water extraction: computational comparison. Ground Water 29(3): 357-364.
    • (1991) Ground Water , vol.29 , Issue.3 , pp. 357-364
    • Peralta, R.C.1    Azammia, H.2    Takahashi, S.3
  • 26
    • 0025956599 scopus 로고
    • SECTAR: model for economically optimal sustained groundwater yield planning
    • Peralta RC, Asghari K, Shulstad RN (1991b) SECTAR: model for economically optimal sustained groundwater yield planning. J Irrig Drain Eng 117(IRl): 5-24.
    • (1991) J Irrig Drain Eng , vol.117 , Issue.IRl , pp. 5-24
    • Peralta, R.C.1    Asghari, K.2    Shulstad, R.N.3
  • 27
    • 33751243013 scopus 로고    scopus 로고
    • Economic optimization of conjunctive use of surface water and groundwater at the basin scale
    • Pulido-Velázquez M, Andreu J, Sahuquillo A (2006) Economic optimization of conjunctive use of surface water and groundwater at the basin scale. J Water Resour Plan Manag 132(6): 454-467.
    • (2006) J Water Resour Plan Manag , vol.132 , Issue.6 , pp. 454-467
    • Pulido-Velázquez, M.1    Andreu, J.2    Sahuquillo, A.3
  • 29
    • 77955056109 scopus 로고    scopus 로고
    • Simulation-optimization modeling of conjunctive use of surface water and groundwater
    • Safavi HR, Darzi F, Mariño MA (2009) Simulation-optimization modeling of conjunctive use of surface water and groundwater. Water Resour Manag 24: 1965-1988.
    • (2009) Water Resour Manag , vol.24 , pp. 1965-1988
    • Safavi, H.R.1    Darzi, F.2    Mariño, M.A.3
  • 30
    • 33144460939 scopus 로고    scopus 로고
    • Identification of groundwater pollution sources using GA-based linked simulation optimization model
    • Singh R, Datta B (2006) Identification of groundwater pollution sources using GA-based linked simulation optimization model. J Hydrol Eng 11(2): 101-109.
    • (2006) J Hydrol Eng , vol.11 , Issue.2 , pp. 101-109
    • Singh, R.1    Datta, B.2
  • 31
    • 0034174396 scopus 로고    scopus 로고
    • Artificial neural networks in hydrology. II: hydrologic applications
    • The ASCE Task Committee on Application of Artificial Neural Networks in Hydrology
    • The ASCE Task Committee on Application of Artificial Neural Networks in Hydrology (2000) Artificial neural networks in hydrology. II: hydrologic applications. J Hydrol Eng 5(2): 124-137.
    • (2000) J Hydrol Eng , vol.5 , Issue.2 , pp. 124-137
  • 33
    • 0023976949 scopus 로고
    • Planning model for optimal control of saltwater intrusion
    • Willis R, Finney B (1988) Planning model for optimal control of saltwater intrusion. J Water Resour Plan Manag 114(2): 163-178.
    • (1988) J Water Resour Plan Manag , vol.114 , Issue.2 , pp. 163-178
    • Willis, R.1    Finney, B.2
  • 34
    • 0021549082 scopus 로고
    • Optimization model for ground-water planning
    • Willis R, Liu P (1984) Optimization model for ground-water planning. J Water Resour Plan Manag 110(3): 333-347.
    • (1984) J Water Resour Plan Manag , vol.110 , Issue.3 , pp. 333-347
    • Willis, R.1    Liu, P.2
  • 36
    • 0037200134 scopus 로고    scopus 로고
    • Short-term inflow forecasting using an artificial neural network model
    • Xu ZX, Li JY (2002) Short-term inflow forecasting using an artificial neural network model. Hydrol Process 16: 2423-2439.
    • (2002) Hydrol Process , vol.16 , pp. 2423-2439
    • Xu, Z.X.1    Li, J.Y.2


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