Simulation and Optimization Modeling for the Management of Groundwater Resources. I: Distinct Applications
Publication: Journal of Irrigation and Drainage Engineering
Volume 140, Issue 4
Abstract
The management of groundwater resources is a critical issue against the backdrop of the increasing water demand for agricultural, industrial, and domestic uses and dwindling water resources. Various simulation and optimization approaches have been used to solve the groundwater management problems. This paper presents an overview of the simulation and optimization modeling approaches used in groundwater resources conservation and management. The main objective of this review is to analyze simulation and optimization modeling approaches and to provide an assessment of their applications reported in literature. Conclusions are provided based on this evaluation, which could be useful for system managers and planners for selecting the suitable modeling approach for their specific uses.
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Acknowledgments
The author extends great gratitude to the editors and anonymous reviewers of the journal, whose constructive and insightful comments and suggestions have led to considerable improvement to the early version of the manuscript.
References
Afzal, J., David, H. N., and Weatherhead, E. K. (1992). “Optimization model for alternative use of different quality irrigation water.” J. Irrig. Drain. Eng., 218–228.
Aguado, E., and Remson, I. (1980). “Groundwater management with fixed charges.” J. Water Resour. Plann. Manage., 375–382.
Aguado, E., Remson, I., Pikul, M. F., and Thomas, W. A. (1974). “Optimal pumping for aquifer dewatering.” J. Hydraul. Div., 100, 860–877.
Ahlfeld, D. P., and Heidari, M. (1994). “Applications of optimal hydraulic control to groundwater systems.” J. Water Resour. Plann. Manage., 350–365.
Ahlfeld, D. P., Mulvey, J. M., Pinder, G. F., and Wood, E. F. (1988). “Contaminated groundwater remediation design using simulation, optimization, and sensitivity theory, 1, Model development.” Water Resour. Res., 24(3), 431–441.
Aly, A. H., and Peralta, R. C. (1999). “Comparison of a genetic algorithm and mathematical programming to the design of groundwater clean up system.” Water Resour. Res., 35(8), 2415–2426.
Andrews, R. W. (1981). “Seawater intrusion in the Costa de Hermisillo, Mexico: A numerical analysis of water management proposals.” Groundwater, 19(6), 635–647.
Andricevic, R., and Kitanidis, P. K. (1990). “Optimisation of the pumping schedule in aquifer remediation under uncertainty.” Water Resour. Res., 26(5), 875–885.
Anwar, A. A., and Clarke, D. (2001). “Irrigation scheduling using mixed integer linear programming.” J. Irrig. Drain. Eng., 63–69.
Aron, G., and Scott, V. H. (1971). “Dynamic programming for conjunctive use.” J. Hydraul. Div., 97, 705–721.
Atwood, D. F., and Gorelick, S. M. (1985). “Hydraulic gradient control for groundwater contaminant removal.” J. Hydrol., 76(1–2), 85–106.
Ayers, J. F., and Vacher, H. L. (1983). “A numerical model describing unsteady flow in a fresh water lens.” Water Resour. Bull., 19, 785–790.
Ayvaz, M. T. (2009). “Application of harmony search algorithm to the solution of groundwater management models.” Adv. Water Resour., 32(6), 916–924.
Azaiez, M. N., Hariga, M., and Al–Harkan, I. (2005). “A chance-constrained multi-period model for a special multi-reservoir system.” Comput. Oper. Res., 32(5), 1337–1351.
Babajimopoulos, C., Panoras, A., Georgoussis, H., Arampatzis, G., Hatzigiannakis, E., and Papamichail, D. (2007). “Contribution to irrigation from shallow water table under field conditions.” Agric. Water Manage., 92(3), 205–210.
Bahceci, D., Dinc, N., Tari, A. F., Agar, A. I., and Sonmez, B. (2006). “Water and salt balance studies using SALTMOD to improve subsurface drainage design in the Konya-Cumra Plain, Turkey.” Agric. Water Manage., 85(3), 261–271.
Bastiaanssen, W. G. M., Allen, R. G., Droogers, P., D’Urso, G., and Steduto, P. (2007). “Twenty five years modeling irrigated and drained soils: State of the art.” Agric. Water Manage., 92(3), 111–125.
Bauer, P., Held, R. J., Zimmermann, S., Linn, F., and Kinzelbach, W. (2006). “Coupled flow and salinity transport modelling in semi–arid environments: The Shashe River Valley, Botswana.” J. Hydrol., 316(1–4), 163–183.
Belman, C., Wesseling, J. G., and Feddes, R. A. (1983). “Simulation model of the water balance for the cropped soil: SWATRE.” J. Hydrol., 63(3–4), 271–286.
Benhachmi, M. K., Ouazar, D., Naji, A., Cheng, A. H.-D., and Harrouni, K. E. (2001). “Optimal management in saltwater-intruded coastal aquifers by simple genetic algorithm.” First Int. Conf. on Saltwater Intrusion and Coastal Aquifers-Monitoring, Modeling, and Management, Essaouira, Morocco.
Ben-Itzhak, L. L., and Gvirtzman, H. (2005). “Groundwater flow along and across structural folding: An example from the Judean desert, Israel.” J. Hydrol., 312(1–4), 51–69.
Beven, K. (2002). “Towards an alternative blueprint for a physically based digitally simulated hydrologic response modeling system.” Hydrol. Process., 16(2), 189–206.
Beven, K. (2006). “A manifesto for the equifinality thesis.” J. Hydrol., 320(1–2), 18–36.
Bhattacharjya, R. K., and Datta, B. (2005). “Optimal management of coastal aquifer using linked simulation optimization approach.” Water Resour. Manage., 19(3), 295–320.
Bobba, A. G., Bukata, R. P., and Jerome, J. H. (1992). “Digitally processed satellite data as a tool in detecting potential groundwater flow systems.” J. Hydrol., 131(1–4), 25–62.
Boonstra, J., and Bhutta, M. N. (1996). “Groundwater recharge in irrigated agriculture: The theory and practice of inverse modeling.” J. Hydrol., 174(3–4), 357–374.
Boonstra, J., and de Ridder, N. A. (1990). “Numerical modelling of groundwater basins.” ILRI Publication 29, Wageningen, The Netherlands.
Bresler, E. (1973). “Simultaneous transport of solutes and water under transient unsaturated flow conditions.” Water Resour. Res., 9(4), 975–986.
Brodie, R. S. (1998). “Integrating GIS and RDBMS technologies during construction of a regional groundwater model.” Environ. Model. Software, 14(2–3), 119–128.
Brunner, P., Hendricks Franssen, H. J., Kgotlhang, L., Bauer-Gottwein, P., and Kinzelbach, W. (2007). “How can remote sensing contribute in groundwater modeling?” Hydrogeol. J., 15(1), 5–18.
Brunner, P., Li, H. T., Kinzelbach, W., Li, W. P., and Dong, X. G. (2008). “Extracting phreatic evaporation from remotely sensed maps of evapotranspiration.” Water Resour. Res., 44, W08428.
Budge, T. J., and Sharp, J. M., Jr. (2009). “Modeling the usefulness of spatial correlation analysis on Karst systems.” Ground Water, 47(3), 427–437.
Cai, X., McKinney, D. C., and Lasdon, L. (2001). “Solving nonlinear water management models using a combined genetic algorithm and linear programming approach.” Adv. Water Resour., 24(6), 667–676.
Cai, X., McKinney, D. C., and Lasdon, L. S. (2003). “Integrated hydrologic-agronomic-economic model for river basin management.” J. Water Resour. Plann. Manage., 4–17.
Casola, W. H., Narayanan, R., Duffy, C., and Bishop, A. B. (1986). “Optimal control model for groundwater management.” J. Water Resour. Plann. Manage., 183–197.
Chandio, A. S., Lee, T. S., and Mirjat, M. S. (2012). “The extent of waterlogging in the lower Indus Basin (Pakistan) – A modeling study of groundwater levels.” J. Hydrol., 426–427, 103–111.
Cheng, A. H. D., Halhal, D., Naji, A., and Ouazar, D. (2000). “Pumping optimization in saltwater–intruded coastal aquifers.” Water Resour. Res., 36(8), 2155–2165.
Chiadamrong, N., and Kawtummachai, R. (2008). “A methodology to support decision–making on sugar distribution for export channel: A case study of Thai sugar industry.” Comput. Electron. Agric., 64(2), 248–261.
Chiu, Y. C., Nishikawa, T., and Yeh, W. W. G. (2010). “Optimal pump and recharge management model for nitrate removal in the Warren groundwater basin, California.” J. Water Resour. Plann. Manage., 299–308.
Choudhury, B. J. (1994). “Synergism of multispectral satellite observations for estimating regional land surface evaporation.” Remote Sens. Environ., 49(3), 264–274.
Chowdary, V. M., Rao, N. H., and Sarma, P. B. S. (2003). “GIS-based decision support system for groundwater assessment in large irrigation project areas.” Agric. Water Manage., 62(3), 229–252.
Cirkel, D. G., Witte, J.-P. M., and van der Zee, S. E. A. T. M. (2010). “Estimating seepage intensities from groundwater level time series by inverse modelling: A sensitivity analysis on wet meadow scenarios.” J. Hydrol., 385(1–4), 132–142.
Colarullo, S. J., Heidari, M., and Maddock, T. I. I. I. (1984). “Identification of an optimal groundwater strategy in a contaminated aquifer.” Water Resour. Bull., 20(5), 747–760.
Culver, T. B., and Shoemaker, C. A. (1992). “Dynamic optimal control for groundwater remediation with flexible management periods.” Water Resour. Res., 28(3), 629–641.
Danskin, W. R., and Gorelick, S. M. (1985). “A policy evaluation tool: Management of a multiaquifer system using controlled stream recharge.” Water Resour. Res., 21(11), 1731–1747.
Das, A., and Datta, B. (2001). “Application of optimisation techniques in groundwater quantity and quality management.” Sadhana, 26(4), 293–316.
Datta, B., and Dhiman, S. D. (1996). “Chance-constrained optimal monitoring network design for pollutants in ground water.” J. Water Resour. Plann. Manage., 180–188.
Davis, L. (1991). Handbook of genetic algorithm, Van Nostrand Reinhold, New York.
Dawoud, M., Darwish, M., and El-Kady, M. (2005). “GIS-based groundwater management model for western Nile delta.” Water Resour. Manage., 19(5), 585–604.
de Vries, T. T., and Anwar, A. A. (2006). “Irrigation scheduling with travel times.” J. Irrig. Drain. Eng., 220–227.
Dhar, A., and Datta, B. (2009). “Saltwater intrusion management of coastal aquifers. I: Linked simulation-optimization.” J. Hydrol. Eng., 1263–1272.
Din, M. M. N., King, I. P., and Tangi, K. K. (1987). “Salinity management model: II Applications.” J. Irrig. Drain. Eng., 454–468.
Doble, R., Simmons, C., Jolly, I., and Walker, G. (2006). “Spatial relationships between vegetation cover and irrigation-induced groundwater discharge on a semi-arid floodplain, Australia.” J. Hydrol., 329(1–2), 75–97.
Don, N. C., Araki, H., Yamanishi, H., and Koga, K. (2005). “Simulation of groundwater flow and environmental effects resulting from pumping.” Environ. Geol., 47(3), 361–374.
Duan, Q. Y., Sorooshian, S., and Gupta, V. (1992). “Effective and efficient global optimization for conceptual rainfall-runoff models.” Water Resour. Res., 28(4), 1015–1031.
Easwaramoorthy, K., Govindawamy, R., and Singh, I. (1989). “Integrated use of water resources in the lower Bhawani project in India.” Int. J. Water Res. Dev., 55(4), 274–286.
Emch, P. G., and Yeh, W. G. (1998). “Management model for conjunctive use of coastal surface water and groundwater.” J. Water Resour. Plann. Manage., 129–139.
Espinoza, F., and Minsker, B. (2006). “Development of the enhanced self-adaptive hybrid genetic algorithm e-SAHGA.” Water Resour. Res., 42(8), W08501.
Espinoza, F. P., Minska, B. S., and Goldberg, D. E. (2005). “Adaptive hybrid genetic algorithm for ground water remediation design.” J. Water Resour. Plann. Manage., 14–24.
Feddes, R. A., Kowalik, P. J., and Zaradny, H. (1978). “Simulation of field water use and crop yield.” Wageningen Center for Agriculture and Documentation, Wageningen, The Netherlands.
Ferguson, I., and Maxwell, R. (2011). “Hydrologic and land-energy feedbacks of agricultural water management practices.” Environ. Res. Lett., 6(1), 014006.
Finney, B. A., Samsuhadi, S., and Willis, R. (1992). “Quasi–three dimensional optimization model of Jakarta basin.” J. Water Resour. Plann. Manage., 18–31.
Fogel, D. B. (1994). “An introduction to simulated evolutionary optimization.” IEEE Trans. Neural Networks, 5(1), 3–14.
Fogg, G. E., and LaBolle, E. M. (2006). “Motivation of synthesis, with an example on groundwater quality sustainability.” Water Resour. Res., 42(3), W03S05.
Freyberg, D. L. (1988). “An exercise in ground-water model calibration and prediction.” Ground Water, 26(3), 350–360.
Futagami, T., Tamai, N., and Yatsuzuka, M. (1976). “FEM coupled with LP for water pollution control.” J. Hydraul. Div., 102, 881–897.
Galeati, G., and Gambolati, G. (1988). “Optimal dewatering schemes in the foundation design of an electronuclear plant.” Water Resour. Res., 24(4), 541–552.
Garcia, L. A., Foged, N., and Cardon, G. E. (2006). “Development of GIS-based model to estimate relative reductions in crop yield due to salinity and waterlogging.” J. Irrig. Drain. Eng., 553–563.
Gaur, S., Chahar, B. R., and Graillot, D. (2011). “Analytic elements method and particle swarm optimization based simulation-optimization model for groundwater management.” J. Hydrol., 402(3–4), 217–227.
Gedeon, M., Wemaere, I., and Marivoet, J. (2007). “Regional groundwater model of north-east Belgium.” J. Hydrol., 335(1–2), 133–139.
Giordano, M. (2009). “Global groundwater? Issues and solutions.” Ann. Rev. Environ. Resour., 34(1), 153–178.
Gogu, R. C., Carabin, G., Hallet, V., Peters, V., and Dassargues, A. (2001). “GIS-based hydrogeological databases and groundwater modelling.” Hydrogeol. J., 9(6), 555–569.
Gorelick, S. M., Remson, I., and Cottle, R. W. (1979). “Management model of a groundwater system with a transient pollutant source.” Water Resour. Res., 15(5), 1243–1249.
Gorelick, S. M., Voss, C. I., Gill, P. E., Murray, M., Saunders, M. A., and Wright, M. M. (1984). “Aquifer reclamation design: The use of contaminant transport simulation combined with nonlinear programming.” Water Resour. Res., 20(4), 415–427.
Gupta, P., Khepar, S. D., and Kaushal, M. P. (1987). “Conjunctive use approach for management of irrigated agriculture.” J. Agric. Eng., 24(3), 307–316.
Haimes, Y. Y., and Dreizen, Y. C. (1977). “Management of groundwater and surface water via decomposition.” Water Resour. Res., 13(1), 69–77.
Haiso, C. T., and Chang, L. C. (2002). “Dynamic optimal groundwater management with inclusion of fixed costs.” J. Water Resour. Plann. Manage., 57–65.
Hallaji, K., and Yazicigil, H. (1996). “Optimal management of coastal aquifer in Southern Turkey.” J. Water Resour. Plann. Manage., 233–244.
Harou, J. J., Pulido-Velazquez, M., Rosenberg, D. E., Medellín-Azuara, J., Lund, J. R., and Howitt, R. E. (2009). “Hydro-economic models: Concepts, design, applications, and future prospects.” J. Hydrol., 375(3–4), 627–643.
Haupt, R. L., and Haupt, S. E. (1998). Practical genetic algorithms, Wiley, Hoboken, NJ.
Helweig, T. G., Madramootoo, C. A., and Dodds, G. T. (2002). “Modeling nitrate losses in drainage water using DRAINMOD 5.0.” Agric. Water Manage., 56(2), 153–168.
Hendricks Franssen, H. J., Brunner, P., Makobo, P., and Kinzelbach, W. (2008). “Equally likely inverse solutions to a groundwater flow problem including pattern information from remote sensing images.” Water Resour. Res., 44(1), W01419.
Herzog, L. B., Larson, D. R., Abert, C. C., Wilson, D. S., and Roadcap, S. G. (2003). “Hydrostratigraphic modeling of a complex, glacial-drift aquifer system for importation into MODFLOW.” Ground Water, 41(1), 57–65.
Hilton, A. B. C., and Culver, T. B. (2000). “Constraint handling for genetic algorithms in optimal remediation design.” J. Water Resour. Plann. Manage., 128–137.
Holland, J. H. (1975). Adaption in natural and artificial systems, University of Michigan Press, Ann Arbor, MI.
Hollanders, P., Schultz, B., Shaoli, W., and Lingen, C. (2005). “Drainage and salinity assessment in the Huinong Canal irrigation district, Ningxia, China.” Irrig. Drain., 54(2), 155–173.
Horng, J. S., Richard, C., and Peralta, C. (2005). “Optimal in situ bioremediation design by hybrid genetic algorithm – Simulated annealing.” J. Water Resour. Plann. Manage., 67–78.
Howard, K. W. F., and Maier, H. (2007). “Road de-icing salt as a potential constraint on urban growth in the greater Toronto area, Canada.” J. Contam. Hydrol., 91(1–2), 146–170.
Hsu, N.-S., Cheng, W.-C., Cheng, W.-M., Wei, C.-C., and Yeh, W. W. G. (2008). “Optimization and capacity expansion of a water distribution system.” Adv. Water Resour., 31(5), 776–786.
Hsu, N.-S., and Wei, C.-C. (2007). “A multipurpose reservoir real-time operation model for flood control during typhoon invasion.” J. Hydrol., 336(3–4), 282–293.
Hu, L.-T., Chen, C.-X., Jiao, J. J., and Wang, Z.-J. (2007). “Simulated groundwater interaction with rivers and springs in the Heihe river basin.” Hydrol. Process., 21(20), 2794–2806.
Huang, C., and Mayer, A. S. (1997). “Pump-and-treat optimization using well locations and pumping rates as a decision variable.” Water Resour. Res., 33(5), 1001–1012.
Huang, Y., Li, Y. P., Chen, X., and Ma, Y. G. (2012). “Optimization of the irrigation water resources for agricultural sustainability in Tarim River basin, China.” Agric. Water Manage., 107, 74–85.
Humphreys, E., et al. (2006). “Integration of approaches to increasing water use efficiency in rice-based systems in southeast Australia.” Field Crops Res., 97(1), 19–33.
Hunt, R. J., Anderson, M. P., and Kelson, V. A. (1998). “Improving a complex finite-difference ground water flow model through the use of an analytic element screening model.” Ground Water, 36(6), 1011–1017.
Illangasekare, T. H., Morel-Seytoux, H. J., and Edward, J. K. (1984). “Application of a physically based distributed parameter model for arid zone surface-groundwater management.” J. Hydrol., 74(3–4), 233–257.
Izbicki, J. A., Stamos, C. L., Nishikawa, T., and Martin, P. (2004). “Comparison of groundwater flow model particle-tracking results and isotopic data in the Mojave River ground-water basin, southern California, USA.” J. Hydrol., 292, 30–47.
Kampf, S. K., and Burges, S. J. (2007). “Parameter estimation for a physics-based distributed hydrologic model using measured outflow fluxes and internal moisture states.” Water Resour. Res., 43(12), W12414.
Karamouz, M., Ahmadi, A., and Nazif, S. (2009). “Development of management schemes in irrigation planning: Economic and crop pattern consideration.” Trans. Civ. Eng., 16(6), 457–466.
Karamouz, M., Kerachian, R., and Zahraie, B. (2004). “Monthly water resources and irrigation planning, case study of conjunctive use of surface and groundwater resources.” J. Irrig. Drain. Eng., 391–402.
Karatzas, G. P., and Pinder, G. F. (1993). “Groundwater management using numerical simulation and the outer approximation method for global optimisation.” Water Resour. Res., 29(10), 3371–3378.
Karmakar, S., and Mujumdar, P. P. (2006). “Grey fuzzy optimization model for water quality management of a river system.” Adv. Water Resour., 29(7), 1088–1105.
Karterakis, S. M., Karatzas, G. P., Nikolos, I. K., and Papadopoulou, M. P. (2007). “Application of linear programming and differential evolutionary optimization methodologies for the solution of coastal subsurface water management problems subject to environmental criteria.” J. Hydrol., 342(3–4), 270–282.
Kasahara, T., and Hill, A. R. (2006). “Hyporheic exchange flows induced by constructed riffles and steps in lowland streams in southern Ontario, Canada.” Hydrol. Process., 20(20), 4287–4305.
Kashaigili, J. J., Mashauri, D. A., and Abdo, G. (2003). “Groundwater management by using mathematical modeling: Case of the Makutupora groundwater basin in Dodoma Tanzania.” Botswana J. Technol., 12(1), 19–24.
Katsifarakis, K. L., and Petala, Z. (2006). “Combining genetic algorithms and boundary elements to optimize coastal aquifers’ management.” J. Hydrol., 327(1–2), 200–207.
Keshari, A. K., and Datta, B. (1996). “Multiobjective management of a contaminated aquifer for agricultural use.” Water Resour. Manage., 10(5), 373–395.
Khakbaz, B., Imam, B., Hsu, K., and Sorooshian, S. (2012). “From lumped to distributed via semi-distributed: Calibration strategies for semi-distributed hydrologic models.” J. Hydrol., 418–419, 61–77.
Khan, S. (2007). “Equivalent cropping area and whole farm water balance approaches to reduce net recharge to shallow saline groundwater from rice based cropping systems.” Paddy Water Environ., 5(3), 143–152.
Khare, D., Jat, M. K., and Sunder, J. D. (2007). “Assessment of water resources allocation options: Conjunctive use planning in a link canal command.” Resour. Conserv. Recycl., 51(2), 487–506.
Khepar, S. D., and Chaturvedi, M. C. (1982). “Optimum cropping and groundwater management.” J. Am. Water Resour. Assoc., 18(4), 655–660.
Khouri, N. (1998). “Potential of dry-drainage for controlling soil salinity.” Can. J. Civ. Eng., 25(2), 195–205.
Kirkpatrick, S., Gelatt, C. D., and Vecchi, M. P. (1983). “Optimisation by simulated annealing.” Science, 220(4598), 671–680.
Kite, G., and Droogers, P. (2000). “Comparing evapotranspiration estimates from satellites, hydrological models and field data.” J. Hydrol., 229(1–2), 3–18.
Kite, G. W., and Pietroniro, A. (1996). “Remote sensing applications in hydrology.” Hydrol. Sci., 41(4), 563–592.
Kollet, S., and Maxwell, R. (2006). “Integrated surface-groundwater flow modeling: A free surface overland flow boundary condition in a parallel groundwater flow model.” Adv. Water Resour., 29(7), 945–958.
Konikow, L. F., and Bredehoeft, J. D. (1992). “Ground water models cannot be validated.” Adv. Water Resour., 15(1), 75–83.
Konikow, L. F., and Kendy, E. (2005). “Groundwater depletion: A global problem.” Hydrogeol. J., 13(1), 317–320.
Krajewski, W. F., Lakshmi, V., Georgakakos, K. P., and Jain, S. C. (1991). “A Monte Carlo study of rainfall sampling effect on a distributed catchment model.” Water Resour. Res., 27(1), 119–128.
Kumar, R., and Singh, J. (2003). “Regional water management modeling for decision support in irrigated agriculture.” J. Irrig. Drain. Eng., 432–439.
Kupper, E., Querner, E. P., Morabito, J. A., and Menenti, M. (2002). “Using the SIMGRO regional hydrological model to evaluate salinity control measures in an irrigation area.” Agric. Water Manage., 56(1), 1–15.
Leblanc, M., Favreau, G., Tweed, S., Leduc, C., Razack, M., and Mofor, L. (2007). “Remote sensing for groundwater modelling in large semiarid areas: Lake Chad Basin, Africa.” Hydrogeol. J., 15(1), 97–100.
Leblanc, M., Leduc, C., Razack, M., Lemoalle, J., Dagorne, D., and Mofor, L. (2003). “Application of remote sensing and GIS for groundwater modelling of large semiarid areas: Example of the Lake Chad Basin, Africa.” Hydrology of Mediterranean and semiarid regions, IAHS Publ. 278, E. Servat, W. Najem, C. Leduc, and A. Shakeel, eds., IAHS, Wallingford, U.K., 186–192.
Lee, S., and Kitanidis, P. K. (1991). “Optimal estimation and scheduling in aquifer remediation with incomplete information.” Water Resour. Res., 27(9), 2203–2217.
Lefkoff, L. J., and Gorelick, S. M. (1986). “Design and cost analysis of rapid aquifer restoration systems using flow simulation and quadratic programming.” Ground Water, 24(6), 777–790.
Lerner, D. N., and Kumar, P. B. (1991). “Defining the catchment of a borehole in an unconsolidated valley aquifer with limited data.” Q. J. Eng. Geol. Hydrogeol., 24(3), 323–331.
Li, H. T., Kinzelbach, W., Brunner, P., Li, W. P., and Dong, X. G. (2008). “Topography representation methods for improving evaporation simulation in groundwater modelling.” J. Hydrol., 356(1–2), 199–208.
Lin, L., Jin-Zhong, Y., Bin, Z., and Yan, Z. (2010). “A simplified numerical model of 3-D groundwater and solute transport at large scale area.” J. Hydrodyn., 22(3), 319–328.
Lin, Y. C., and Medina, M. A. (2003). “Incorporating transient storage in conjunctive stream-aquifer modeling.” Adv. Water Resour., 26(9), 1001–1019.
Liu, C.-W., et al. (2006). “Sustainable groundwater management in Kinmen Island.” Hydrol. Process., 20(20), 4363–4372.
Liu, J., Zheng, C., Zheng, L., and Lei, Y. (2008). “Ground water sustainability, methodology and application to the North China Plain.” Ground Water, 466(6), 897–909.
Loaiciga, H. A., Charbeneau, R. J., Everett, L. G., Fogg, G. E., Hobbs, B. F., and Rouhani, S. (1992). “Review of groundwater quality monitoring network design.” J. Hydraul. Eng., 11–37.
Lu, H., Huang, G., and He, L. (2011). “An inexact rough-interval fuzzy linear programming method for generating conjunctive water-allocation strategies to agricultural irrigation systems.” Appl. Math. Modell., 35(9), 4330–4340.
Maddock, T., III. (1972). “Algebraic technological functions from a simulation model.” Water Resour. Res., 8(1), 129–134.
Mainuddin, M., Gupta, A. D., and Onta, P. R. (1997). “Optimal crop planning model for an existing groundwater irrigation project in Thailand.” Agric. Water Manage., 33(1), 43–62.
Maji, C. C., and Heady, E. O. (1978). “Inter temporal allocation of irrigation water in the Mayurakshi Project (India): An application of chance constrained linear programming.” Water Resour. Res., 14(2), 190–196.
Male, J. W., and Mueller, F. A. (1992). “Model for prescribing groundwater use permits.” J. Water Resour. Plann. Manage., 543–561.
Mandare, A. B., Ambast, S. K., Tyagi, N. K., and Singh, J. (2008). “On-farm water management in saline groundwater area under scarce canal water supply condition in the northwest India.” Agric. Water Manage., 95(5), 516–526.
Manguerra, H. B., and Garcia, L. A. (1995). “Irrigation-drainage design and management model: Validation and application.” J. Irrig. Drain. Eng., 83–94.
Mantoglou, A. (2003). “Pumping management of coastal aquifers using analytical models of salt water intrusion.” Water Resour. Res., 39(12), 1–12.
Mantoglou, A., and Papantoniou, M. (2008). “Optimal design of pumping networks in coastal aquifers using sharp interface models.” J. Hydrol., 361(1–2), 52–63.
Mantoglou, A., Papantoniou, M., and Giannoulopoulos, P. (2004). “Management of coastal aquifers based on nonlinear optimization and evolutionary algorithms.” J. Hydrol., 297(1–4), 209–228.
Mao, X., Jia, J., Liu, C., and Hou, Z. (2005). “A simulation and prediction of agricultural irrigation on groundwater in well irrigation area of the piedmont of Mt. Taihang, North China.” Hydrol. Process., 19(10), 2071–2084.
Maskey, S., Jonoski, A., and Solomatine, D. P. (2002). “Groundwater remediation strategy using global optimization algorithms.” J. Water Resour. Plann. Manage., 431–440.
Matsukawa, J., Finney, B. A., and Willis, R. (1992). “Conjunctive use planning in Mad River basin, California.” J. Water Resour. Plann. Manage., 115–132.
Maxwell, R., and Kollet, S. (2008). “Quantifying the effects of three-dimensional subsurface heterogeneity on Hortonian runoff processes using a coupled numerical, stochastic approach.” Adv. Water Resour., 31(5), 807–817.
McKinney, D. C., and Lin, M. (1994). “Genetic algorithm solution of groundwater management models.” Water Resour. Res., 30(6), 1897–1906.
McKinney, D. C., and Lin, M. D. (1995). “Approximate mixed integer nonlinear programming methods for optimal aquifer remediation design.” Water Resour. Res., 31(3), 731–740.
Meijerink, A. M. J. (1996). “Remote sensing applications to hydrology: Groundwater.” Hydrol. Sci. J., 41(4), 549–561.
Mercer, J. W., and Faust, C. R. (1980a). “Ground-water modelling: Applications.” Ground Water, 18(5), 486–497.
Mercer, J. W., and Faust, C. R. (1980b). “Ground-water modelling: Mathematical models.” Ground Water, 18(3), 212–227.
Mercer, J. W., and Faust, C. R. (1980c). “Ground-water modelling: An overview.” Ground Water, 18(2), 108–115.
Meyer, P. D., and Brill, E. D. (1988). “A method for locating wells in a groundwater monitoring network under conditions of uncertainty.” Water Resour. Res., 24(8), 1277–1282.
Michael, H. A., and Voss, C. I. (2008). “Evaluation of the sustainability of deep groundwater as an arsenic-safe resource in the Bengal Basin.” Proc. Natl. Acad. Sci., 105(25), 8531–8536.
Michaud, J., and Sorooshian, S. (1994). “Comparison of simple versus complex distributed runoff models on a mid-sized semiarid watershed.” Water Resour. Res., 30(3), 593–605.
Misirli, F., and Yazicigil, H. (1997). “Optimal ground-water pollution containment with fixed charges.” J. Water Resour. Plann. Manage., 2–12.
Mohan, S., and Jothiprakash, V. (2003). “Development of priority-based policies for conjunctive use of surface and groundwater.” Water Int., 28(2), 254–267.
Molz, F. J., and Bell, L. C. (1977). “Head gradient control in aquifers used for fluid storage.” Water Resour. Res., 13(4), 795–798.
Montazar, A., Riazi, H., and Behbahani, S. M. (2010). “Conjunctive water use planning in an irrigation command area.” Water Resour. Manage., 24(3), 577–596.
Moradi-Jalal, M., Haddad, O. B., Karney, B. W., and Mariño, M. A. (2007). “Reservoir operation in assigning optimal multi-crop irrigation areas.” Agric. Water Manage., 90(1–2), 149–159.
Moreaux, M., and Reynaud, A. (2006). “Urban freshwater needs and spatial cost externalities for coastal aquifers: A theoretical approach.” Reg. Sci. Urban Econ., 36(2), 163–186.
Morel-Seytoux, H. J., and Daly, C. J. (1975). “A discrete kernel generator for stream-aquifer studies.” Water Resour. Res., 11(2), 253–260.
Murray, D., and Yakowitz, S. (1979). “Constrained differential dynamic programming and its application to multireservoir control.” Water Resour. Res., 15(5), 1017–1027.
Mylopoulos, N., Mylopoulos, Y., Tolikas, D., and Veranis, N. (2007). “Groundwater modelling and management in a complex lake-aquifer system.” Water Resour. Manage., 21(2), 469–494.
Nicklow, J., et al. (2010). “State of the art for genetic algorithm and beyond in water resources planning and management.” J. Water Resour. Plann. Manage., 412–432.
Noory, H., van der Zee, S. E. A. T. M., Liaghat, A.-M., Parsinejad, M., and van Dam, J. C. (2011). “Distributed agro-hydrological modeling with SWAP to improve water and salt management of the Voshmgir irrigation and drainage network in Northern Iran.” Agric. Water Manage., 98(6), 1062–1070.
Onta, P. R., Gupta, A. D., and Harboe, R. (1991). “Multistep planning model for conjunctive use of surface and groundwater resources.” J. Water Resour. Plann. Manage., 662–678.
Oosterbaan, R. J., and Abu Senna, M. (1989). “Using saltmod to predict drainage and salinity in the Nile deltas.” Annual Rep., ILRI, Wageningen, The Netherlands, 63–74.
Oosterbaan, R. J., and de Lima, P. (1989). “SALTMOD manual.” International Institute for Land Reclamation and Improvement, Wageningen, The Netherlands.
Osman, Y. Z., and Bruen, M. P. (2002). “Modelling stream-aquifer seepage in an alluvial aquifer: An improved loosing-stream package for MODFLOW.” J. Hydrol., 264(1–4), 69–86.
Panda, S. N., Kaushal, M. P., and Khepar, S. D. (1983). “Irrigation planning of a command area in Punjab: An application of deterministic linear programming.” J. Agric. Eng., 10(2), 47–60.
Panday, S., and Huyakorn, P. (2004). “A fully coupled physically-based spatially distributed model for evaluating surface/subsurface flow.” Adv. Water Resour., 27(4), 361–382.
Park, C., and Aral, M. (2004). “Multi-objective optimization of pumping rates and well placement in coastal aquifers.” J. Hydrol., 290(1–2), 80–99.
Pint, C. D., Hunt, R. J., and Anderson, M. J. (2003). “Flowpath delineation and ground water age, Allequash Basin, Wisconsin.” Ground Water, 41(7), 895–902.
Pisinaras, V., Petalas, C., Tsihrintzis, V. A., and Zagana, E. (2007). “A groundwater flow model for water resources management in the Ismarida plain, North Greece.” Environ. Model. Assess., 12(2), 75–89.
Prasad, A. S., Umamahesh, N. V., and Viswanath, G. K. (2006). “Optimal irrigation planning under water scarcity.” J. Irrig. Drain. Eng., 228–237.
Qahman, K., Larabi, A., Ouazar, D., Naji, A., and Cheng, A. H. D. (2005). “Optimal and sustainable extraction of groundwater in coastal aquifers.” Stochastic Environ. Res. Risk Assess., 19(2), 99–110.
Querner, E. P. (1988). “Description of a regional groundwater flow model SIMGRO and some applications.” Agric. Water Manage., 14(1–4), 209–218.
Querner, E. P., Morábito, J. A., Manzanera, M., Pazos, J., Ciancaglini, N., and Menenti, M. (1997). “The use of hydrological models in the irrigated areas of Mendoza, Argentina.” Agric. Water Manage., 35(1–2), 11–28.
Rai, S. N., and Singh, R. N. (1995). “Two-dimensional modelling of water table fluctuation in response to localised transient recharge.” J. Hydrol., 167(1–4), 167–174.
Raju, K. S., and Kumar, D. N. (2004). “Irrigation planning using genetic algorithms.” Water Resour. Manage., 18(2), 163–176.
Rana, T., Khan, S., and Rahimi, M. (2008). “Spatio-temporal optimisation of agricultural drainage using groundwater models and genetic algorithms, an example from the Murray irrigation area.” Hydrogeol. J., 16(6), 1145–1157.
Rao, S. V. N., Murthy, S. B., Thandaveswara, B. S., and Mishra, G. C. (2004). “Conjunctive use of surface and groundwater for coastal and deltic systems.” J. Water Resour. Plann. Manage., 255–267.
Rao, S. V. N., Thandaveswara, B. S., Bhallamudi, S. M., and Srivivasulu, V. (2003). “Optimal groundwater management in deltaic regions using simulated annealing and neural networks.” Water Resour. Manage., 17(6), 409–428.
Ratzlaff, S. A., Aral, M. M., and Al–Khayyal, F. (1992). “Optimal design of ground-water capture systems using segmental velocity-direction constraints.” Ground Water, 30, 6507–6512.
Ritzel, B. J., Eheart, J. W., and Ranjithan, S. (1994). “Using genetic algorithms to solve a multiple objective groundwater pollution containment problem.” Water Resour. Res., 30(5), 1589–1603.
Ritzema, H. P., Satyanarayana, T. V., Raman, S., and Boonstra, J. (2008). “Subsurface drainage to combat waterlogging and salinity in irrigated lands in India: Lessons learned in farmers’ fields.” Agric. Water Manage., 95(3), 179–189.
Rodell, M., Velicogna, I., and Famiglietti, J. S. (2009). “Satellite based estimates of groundwater depletion in India.” Nature, 460(7258), 999–1002.
Salazar, R., Stone, J., Yakowitz, D., and Slack, D. (2005). “Multicriteria analysis in an irrigation district in Mexico.” J. Irrig. Drain. Eng., 514–524.
Sanford, W. E., and Pope, J. P. (2010). “Current challenges using models to forecast seawater intrusion: Lessons from the eastern shore of Virginia, USA.” Hydrogeol. J., 18(1), 73–93.
Sarangi, A., Singh, M., Bhattacharya, A. K., and Singh, A. K. (2006). “Subsurface drainage performance study using SALTMOD and ANN models.” Agric. Water Manage., 84(3), 240–248.
Schmid, T., Koch, M., and Gumuzzio, J. (2005). “Multisensor approach to determine changes of wetland characteristics in semiarid environments (central Spain).” IEEE Trans. Geosci. Remote Sens., 43(11), 2516–2525.
Scibek, J., and Allen, D. M. (2006). “Comparing modelled responses of two high-permeability, unconfined aquifers to predicted climate change.” Global Planet. Change, 50(1–2), 50–62.
Sedki, A., and Ouazar, D. (2011). “Simulation-optimization modeling for sustainable groundwater development, a Moroccan coastal aquifer case study.” Water Resour. Manage., 25(11), 2855–2875.
Sedki, A., Ouazar, D., and El Mazoudi, E. (2009). “Evolving neural network using real coded genetic algorithm for daily rainfall-runoff forecasting.” Expert Syst. Appl., 36(3), 4523–4527.
Sethi, L. N., Kumar, D. N., Panda, S. N., and Mal, B. C. (2002). “Optimal crop planning and conjunctive use of water resources in a coastal river basin.” Water Resour. Manage., 16(2), 145–169.
Shamir, U., Bear, J., and Gamliel, A. (1984). “Optimal annual operation of a coastal aquifer.” Water Resour. Res., 20(4), 435–444.
Shang, S., and Mao, X. (2006). “Application of a simulation based optimization model for winter wheat irrigation scheduling in North China.” Agric. Water Manage., 85(3), 314–322.
Shangguan, Z., Shao, M., Horton, R., Lei, T., Qin, L., and Ma, J. (2002). “A model for regional optimal allocation of irrigation water resources under deficit irrigation and its applications.” Agric. Water Manage., 52(2),139–154.
Sherif, M., Kacimov, A., Javadi, A., and Ebraheem, A. Z. (2012). “Modeling groundwater flow and seawater intrusion in the coastal aquifer of Wadi Ham, UAE.” Water Resour. Manage., 26(3), 751–774.
Singh, A. (2010). “Decision support for on-farm water management and long-term agricultural sustainability in a semi-arid region of India.” J. Hydrol., 391(1–2), 63–76.
Singh, A. (2011). “Estimating long-term regional groundwater recharge for the evaluation of potential solution alternatives to waterlogging and salinisation.” J. Hydrol., 406(3–4), 245–255.
Singh, A. (2012a). “Development and application of a watertable model for the assessment of waterlogging in irrigated semi-arid regions.” Water Resour. Manage., 26(15), 4435–4448.
Singh, A. (2012b). “Optimal allocation of resources for the maximization of net agricultural return.” J. Irrig. Drain. Eng., 830–836.
Singh, A. (2012c). “An overview of the optimization modelling applications.” J. Hydrol., 466–467, 167–182.
Singh, A. (2012d). “Validation of SaltMod for a semi-arid part of northwest India and some options for control of waterlogging.” Agric. Water Manage., 115, 194–202.
Singh, A. (2013a). “Groundwater modelling for the assessment of water management alternatives.” J. Hydrol., 481, 220–229.
Singh, A. (2013b). “Irrigation planning and management through optimization modelling.” Water Resour. Manage.
Singh, A. (2013c). “Optimization modelling for seawater intrusion management.” J. Hydrol.
Singh, A. (2013d). “Optimizing the use of land and water resources for maximizing farm income by mitigating the hydrological imbalances.” J. Hydrol. Eng.
Singh, A. (2014). “Simulation and optimization modeling for the management of groundwater resources. 2: Combined applications.” J. Irrig. Drain. Eng.
Singh, A., and Panda, S. N. (2012a). “Effect of saline irrigation water on mustard (Brassica Juncea) crop yield and soil salinity in a semi-arid area of North India.” Exp. Agric., 48(1), 99–110.
Singh, A., and Panda, S. N. (2012b). “Integrated salt and water balance modelling for the management of waterlogging and salinization. 1: Validation of SAHYSMOD.” J. Irrig. Drain. Eng., 955–963.
Singh, A., and Panda, S. N. (2012c). “Integrated salt and water balance modelling for the management of waterlogging and salinization. 2: Application of SAHYSMOD.” J. Irrig. Drain. Eng., 964–971.
Singh, A., Panda, S. N., Flugel, W. A., and Krause, P. (2012). “Waterlogging and farmland salinisation: Caused and remedial measures in an irrigated semi-arid region of India.” Irrig. Drain., 61(3), 357–365.
Singh, D. K., Jaiswal, C. S., Reddy, K. S., Singh, R. M., and Bhandarkar, D. M. (2001). “Optimal cropping pattern in a canal command area.” Agric. Water Manage., 50(1), 1–8.
Singh, M., Bhattacharya, A. K., Nair, T. V. R., and Singh, A. K. (2002a). “Nitrogen losses through subsurface drainage effluent in coastal rice fields from India.” Agric. Water Manage., 52(3), 249–260.
Singh, M., Bhattacharya, A. K., Singh, A. K., and Singh, A. (2002b). “Application of SALTMOD in coastal clay soils in India.” Irrig. Drain. Syst., 16(3), 213–231.
Singh, R., Helmers, M. J., and Zhiming, Q. (2006). “Calibration and validation of DRAINMOD to design subsurface drainage systems for Iowa’s tile landscapes.” Agric. Water Manage., 85(3), 221–332.
Smith, M. B., et al. (2004). “The distributed model intercomparison project (DMIP): Motivation and experiment design.” J. Hydrol., 298(1–4), 4–26.
Sondhi, S. K., Kaushal, M. P., and Panesar, P. S. (1996). “Computer simulation model for groundwater basins.” Bull. PAU/1996/T/609/E. PAU, Ludhiana and ICAR, New Delhi, India.
Sophocleous, M. (2010). “Review: Groundwater management practices, challenges, and innovations in the High Plains aquifer, USA—Lessons and recommended actions.” Hydrogeol. J., 18(3), 559–575.
Sophocleous, M. A., Koelliker, J. K., Govindaraju, R. S., Birdie, T., Ramireddygari, S. R., and Perkins, S. P. (1999). “Integrated numerical modeling for basin-wide water management: The case of the Rattlesnake Creek basin in south-central Kansas.” J. Hydrol., 214(1–4), 179–196.
Sophocleous, M. A., and Perkins, S. P. (2000). “Methodology and application of combined watershed and ground-water models in Kansas.” J. Hydrol., 236(3–4), 185–201.
Sorooshian, S., and Gupta, V. K. (1995). “Model calibration.” Computer models of watershed hydrology, V. P. Singh, ed., Water Resources, Highlands Ranch, CO, 23–68.
Srinivasulu, A., Rao, C. S., Lakshmi, G. V., Satyanarayana, T. V., and Boonstra, J. (2004). “Model studies on salt and water balances at Konanki pilot area, Andhra Pradesh, India.” Irrig. Drain. Syst., 18(1), 1–17.
Srinivasulu, A., Satyanarayana, T. V., and Hemakumar, H. V. (2005). “Subsurface drainage in a pilot area in Nagarjuna Sagar right canal command, India.” Irrig. Drain. Syst., 19(1), 61–70.
Storey, R. G., Howard, K. W. F., and Williams, D. D. (2003). “Factors controlling riffle-scale hyporheic exchange flows and their seasonal changes in a gaining stream: A three-dimensional groundwater flow model.” Water Resour. Res., 39(2), 1034.
Suryavanshi, A. R., and Reddy, J. M. (1986). “Optimal operation schedule of irrigation distribution systems.” Agric. Water Manage., 11(1), 23–30.
Tan, Q., Huang, G. H., and Cai, Y. P. (2011). “Radial interval chance-constrained programming for agricultural non-point source water pollution control under uncertainty.” Agric. Water Manage., 98(10), 1595–1606.
Thiam, E.-H. I., and Singh, V. P. (1998). “Spatial and temporal variability of salinity in Casamance River Basin, southern Senegal, West Africa.” Hydrol. Process., 12(7), 1095–1110.
Tiedeman, G., and Gorelick, S. M. (1993). “Analysis of uncertainty in optimal groundwater contaminant capture design.” Water Resour. Res., 29(7), 2139–2153.
Ting, C. S., Zhou, Y., de Vries, J. J., and Simmers, I. (1998). “Development of a preliminary groundwater flow model for water resources management in the Pingtung Plain, Taiwan.” Ground Water, 36(1), 20–36.
Tran, L. D., Doc, L., Schilizzi, S., Chalak, M., and Kingwell, R. (2011). “Optimizing competitive uses of water for irrigation and fisheries.” Agric. Water Manage., 101(1), 42–51.
Trowsdale, S. A., and Lerner, D. N. (2003). “Implications of flow patterns in the sandstone aquifer beneath the mature conurbation of Nottingham (UK) for source protection.” Q. J. Eng. Geol. Hydrogeol., 36(3), 197–206.
Trowsdale, S. A., and Lerner, D. N. (2007). “A modelling approach to determine the origin of urban ground water.” J. Contam. Hydrol., 91(1–2), 171–183.
Tsihrintzis, V. A., Hamid, R., and Fuentes, H. R. (1996). “Use of geographic information systems (GIS) in water resources: A review.” Water Resour. Manage., 10(4), 251–257.
Tyagi, N. K. (1988). “Managing salinity through conjunctive use of water resources.” Ecol. Modell., 40(1), 11–24.
Tyagi, N. K., and Narayana, V. V. D. (1984). “Water use planning for alkali soils under reclamation.” J. Irrig. Drain. Eng., 192–207.
Tyagi, N. K., Tyagi, K. C., Pillai, N. N., and Willardson, L. S. (1993). “Decision support for irrigation system improvement in saline environment.” Agric. Water Manage., 23(4), 285–301.
Tyson, H. N., and Weber, E. M. (1964). “Use of electronic computer in the simulation of dynamic behaviour of groundwater basin.” Proc., ASCE Water Resources Conf., Milwaukee.
Uddameri, V., and Kuchanur, M. (2007). “Simulation-optimization approach to assess groundwater availability in Refugio County, TX.” Environ. Geol., 51(6), 921–929.
Vanegas Chacon, E. A. (1993). “Using Saltmod to predict desalinization in the Leziria Grande Polder, Portugal.” M.Sc. thesis, Wageningen Agricultural Univ., The Netherlands, 11–74.
van Genuchten, M. T. (1982). “A comparison of numerical solutions of the one-dimensional saturated-unsaturated flow and mass transport equations.” Adv. Water Resour., 5(1), 47–55.
Van Laarhoven, P. J. M., and Aarts, E. H. L. (1987). Simulated annealing, theory and applications, Kluwer Academic, Boston.
van Walsum, P. E. V., and Veldhuizen, A. A. (2011). “Integration of models using shared state variables: Implementation in the regional hydrologic modelling system SIMGRO.” J. Hydrol., 409(1–2), 363–370.
Varni, M., and Carrera, J. (1998). “Simulation of groundwater age distributions.” Water Resour. Res., 34(12), 3271–3281.
Vedula, S., and Kumar, D. N. (1996). “An integrated model for optimal reservoir operation for irrigation of multiple crops.” Water Resour. Res., 32(4), 1101–1108.
Vedula, S., Mujumdar, P. P., and Sekhar, G. C. (2005). “Conjunctive use modeling for multicrop irrigation.” Agric. Water Manage., 73(3), 193–221.
Vedula, S., and Roger, P. (1981). “Multiobjective analysis of irrigation planning in river basin development.” Water Resour. Res., 17(5), 1304–1310.
Vermulst, J. A. P. H., and De Lange, W. J. (1999). “An analytic-based approach for coupling models for unsaturated and saturated groundwater flow at different scales.” J. Hydrol., 226(3–4), 262–273.
Wanakule, N., Mays, L. W., and Lasdon, L. S. (1986). “Optimal management of large-scale aquifers: Methodology and applications.” Water Resour. Res., 22(4), 447–465.
Wang, M., and Cheng, C. (1997). “Optimal remediation policy under general conditions.” Groundwater, 35(5), 757–764.
Wang, W., and Ahlfeld, D. P. (1994). “Optimal groundwater remediation with well location as a decision variable, model development.” Water Resour. Res., 30(5), 1605–1618.
Wang, Y., Xiao, D., Li, Y., and Li, X. (2008). “Soil salinity evolution and its relationship with dynamics of groundwater in the oasis of inland river basins: Case study from the Fubei region of Xinjiang Province, China.” Environ. Monit. Assess., 140(1–3), 291–302.
Watkins, D. W., Jr., and McKinney, D. C. (1998). “Decomposition methods for water resources optimization models with fixed costs.” Adv. Water Resour., 21(4), 283–295.
Wei, C.–C., and Hsu, N.–S. (2009). “Optimal tree-based release rules for real-time flood control operations on a multipurpose multireservoir system.” J. Hydrol., 365(3–4), 213–224.
Wesseling, J. G., and van den Broek, B. J. (1988). “Prediction of irrigation scheduling with the numerical model SWATRE.” Agric. Water Manage., 14(1–4), 299–306.
Willis, R. (1976). “Optimal groundwater quality management: Well injection of waste water.” Water Resour. Res., 12(1), 47–53.
Willis, R. (1979). “A planning model for the management of groundwater quality.” Water Resour. Res., 15(6), 1305–1312.
Willis, R. (1983). “A unified approach to regional groundwater management, in groundwater hydraulics.” Water resources monograph series, J. S. Rosenshein and G. D. Bennett, eds., American Geophysical Union, Washington, DC.
Willis, R., and Finney, B. A. (1988). “Planning model for optimal control of saltwater intrusion.” J. Water Resour. Plann. Manage., 163–178.
Willis, R., and Newman, B. A. (1977). “Management model for groundwater development.” J. Water Resour. Plann. Manage., 159–171.
Wondzell, S. M., LaNier, J., and Haggerty, R. (2009). “Evaluation of alternative groundwater flow models for simulating hyporheic exchange in a small mountain stream.” J. Hydrol., 364(1–2), 142–151.
Workman, S. R., and Skaggs, R. W. (1989). “Comparison of two drainage simulation models using field data.” Trans. ASAE, 32(6), 1933–1938.
Wu, J., Zheng, L., and Liu, D. (2007). “Optimizing groundwater development strategies by genetic algorithm, a case study for balancing the needs for agricultural irrigation and environmental protection in northern China.” Hydrogeol. J., 15(7), 1265–1278.
Xie, X., and Cui, Y. (2011). “Development and test of SWAT for modeling hydrological processes in irrigation districts with paddy rice.” J. Hydrol., 396(1–2), 61–71.
Xu, X., Huang, G., Zhan, H., Qu, Z., and Huang, Q. (2012). “Integration of SWAP and MODFLOW-2000 for modeling groundwater dynamics in shallow water table areas.” J. Hydrol., 412–413, 170–181.
Yang, C.-C., Chang, L.-C., Chen, C.-S., and Yeh, M.-S. (2009). “Multi-objective planning for conjunctive use of surface and subsurface water using genetic algorithm and dynamics programming.” Water Resour. Manage., 23(3), 417–437.
Zhang, L., Potter, N., Hickel, K., Zhang, Y., and Shao, Q. (2008). “Water balance modeling over variable time scales based on the Budyko framework—Model development and testing.” J. Hydrol., 360(1–4), 117–131.
Zhao, X., Fritzel, T. L. B., Quinodoz, H. A. M., Bethke, C. M., and Torgersen, T. (1998). “Controls on the distribution and isotopic composition of helium in deep ground-water flows.” Geology, 26(4), 291–294.
Zhou, Q., Liu, H. H., Bodvarsson, G. S., and Odenburg, C. M. (2003). “Flow and transport in unsaturated fractured rock of multi-scale heterogeneity of hydrogeologic properties.” J. Contam. Hydrol., 60(1–2), 1–30.
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Journal of Irrigation and Drainage Engineering
Volume 140 • Issue 4 • April 2014
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© 2013 American Society of Civil Engineers.
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Received: Aug 20, 2013
Accepted: Nov 11, 2013
Published online: Dec 18, 2013
Published in print: Apr 1, 2014
Discussion open until: May 18, 2014
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