Multiobjective management of water allocation to sustainable irrigation planning and optimal cropping pattern

Journal of Irrigation and Drainage Engineering

Volumn 142, Issue 1, 2016, Pages

  Lalehzari, R ^a   Boroomand Nasab, S ^a   Moazed, H ^a   Haghighi, A ^a  

^a SHAHID CHAMRAN UNIVERSITY OF AHVAZ   (Iran)

Author keywords

Effective rainfall; Groundwater; Nondominated sorting; Yield production

Indexed keywords

ARID REGIONS; COMPUTER PROGRAMMING; FRUITS; FUNCTIONS; GENETIC ALGORITHMS; GROUNDWATER; GROUNDWATER RESOURCES; IRRIGATION; SCHEDULING; SURFACE WATER RESOURCES; WATER MANAGEMENT; WATER SUPPLY;

ARID AND SEMI-ARID REGIONS; EFFECTIVE RAINFALL; MULTI-OBJECTIVE OPTIMIZATION TECHNIQUES; MULTIOBJECTIVE MANAGEMENT; MULTIOBJECTIVE PROGRAMMING; NON-DOMINATED SORTING; NONDOMINATED SORTING GENETIC ALGORITHM; YIELD PRODUCTION;

MULTIOBJECTIVE OPTIMIZATION;

CROP YIELD; CROPPING PRACTICE; GENETIC ALGORITHM; GROUNDWATER; MULTIOBJECTIVE PROGRAMMING; NUMERICAL MODEL; OPTIMIZATION; RAINFALL; RESOURCE ALLOCATION; WATER RESOURCE;

IRAN; KHUZESTAN;

ALLIUM CEPA; CUCUMIS; HORDEUM; LYCOPERSICON ESCULENTUM; TRITICUM AESTIVUM; ZEA MAYS;

EID: 84951058582     PISSN: 07339437     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)IR.1943-4774.0000933     Document Type: Article

References (47)

1. Abul'Wafa, A. R. (2013). "Optimization of economic/emission load dispatch for hybrid generating systems using controlled elitist NSGA-II". Electr. Power Syst. Res., 105(1), 142-151.
2. Alvarez, J. F. O., Valero, J. A. J., Benito, J. M. T., and Mata, E. L. (2004). "MOPECO: An economic optimization model for irrigation water management". Irrig. Sci., 23(2), 61-75.
3. Anwar, A. A., and Haq, Z. U. (2013). "Genetic algorithms for the sequential irrigation scheduling problem". Irrig. Sci., 31(4), 815-829.
4. Bergez, J. E. (2013). "Using a genetic algorithm to define worst-best and best-worst options of a DEXi-type model: Application to the MASC model of cropping-system sustainability". Comput. Electron. Agric., 90(1), 93-98.
5. Cai, R., Mullen, J. D., Wetzstein, M. E., and Bergstrom, J. C. (2013). "The impacts of crop yield and price volatility on producers' cropping patterns: A dynamic optimal crop rotation model". Agric. Syst., 116(1), 52-59.
6. Choudhari, S. A., and Raj, P. A. (2010). "Multiobjective multireservoir operation in fuzzy environment". Water Res. Manage., 24(10), 2057-2073.
7. Deb, K., Pratap, A., Agarwal, S., and Meyarivan, T. (2002). "A fast and elitist multi-objective genetic algorithm: NSGA-II". IEEE Trans. Evol. Comput., 6(2), 181-197.
8. Delavar, M., Moghadasi, M., and Morid, S. (2012). " A real-time model for optimal water allocation in irrigation systems during droughts". J. Irrig. Drain. Eng., 138(6), 517-524.
9. Doorenbos, J., and Kassam, A. H. (1979). "Yield response to water. FAO irrigation and drainage". FAO, Rome.
10. Fallah-Mehdipour, E., Bozorg Haddad, O., and Marino, M. A. (2013). "Extraction of multi-crop planning rules in a reservoir system: Application of evolutionary algorithms". J. Irrig. Drain. Eng., 10.1061/(ASCE)IR.1943-4774.0000572, 490-498.
11. Ganji, A., Ponnambalam, K., Khalili, D., and Karamouz, M. (2006). "A new stochastic optimization model for deficit irrigation". Irrig. Sci., 25(1), 63-73.
12. Georgiou, P. E., and Papamichail, D. M. (2008). "Optimization model of an irrigation reservoir for water allocation and crop planning under various weather conditions". Irrig. Sci., 26(6), 487-504.
13. Ghahraman, B., and Sepaskhah, A. R. (2002). "Optimal allocation water from a single purpose reservoir to an irrigation project with pre-determined multiple cropping patterns". Irrig. Sci., 21(3), 127-137.
14. Gorantiwar, S. D., and Smout, I. K. (2003). "Allocation of scarce water resources using deficit irrigation in rotational systems". J. Irrig. Drain. Eng., 10.1061/(ASCE)0733-9437(2003)129:3(155), 155-163.
15. Gorantiwar, S. D., and Smout, I. K. (2005). "Performance assessment of irrigation water management of heterogeneous irrigation schemes: A framework for evaluation". Irrig. Drain. Syst., 19(1), 1-36.
16. Groot, J. C. J., Oomen, G. J. M., and Rossing, W. A. H. (2012). "Multi-objective optimization and design of farming systems". Agric. Syst., 110(1), 63-77.
17. Gurav, J. B., and Regulwar, D. G. (2012). "Multi objective sustainable irrigation planning with decision parameters and decision variables fuzzy in nature". Water Res. Manage., 26(10), 3005-3021.
18. Haghighi, A., and Zahedi Asl, A. (2014). "Uncertainty analysis of water supply networks using the fuzzy set theory and NSGA-II". Eng. Appl. Artif. Intell., 32(1), 270-282.
19. Haq, Z. U., and Anwar, A. (2010). "Irrigation scheduling with genetic algorithms". J. Irrig. Drain. Eng., 10.1061/(ASCE)IR.1943-4774.0000238, 704-714.
20. Hsiao, T. C., Steduto, P., and Fereres, E. (2007). "A systematic and quantitative approach to improve water use efficiency in agriculture". Irrig. Sci., 25(3), 209-231.
21. Huang, J., Ridoutt, B. G., Chang, X., Zheng, H., and Chen, F. (2012). "Cropping pattern modifications change water resource demands in the Beijing metropolitan area". J. Integr. Agric., 11(11), 1914-1923.
22. Khashei, A., Kouchakzadeh, M., and Ghahraman, B. (2011). "Developing a pumping model for groundwater resources for optimal cropping pattern and intensification (case study: Nayshabour plain)". Ph.D. thesis, Tarbiat Modares Univ., Tehran, Iran.
23. Kumar, D. N., Raju, K. S., and Ashok, B. (2006). "Optimal reservoir operation for irrigation of multiple crops using genetic algorithms". J. Irrig. Drain. Eng., 10.1061/(ASCE)0733-9437(2006)132:2(123), 123-129.
24. Kumar, D. N. and Reddy, M. J. (2007). "Multipurpose reservoir operation using particle swarm optimization". J. Water Res. Plan. Manage., 10.1061/(ASCE)0733-9496(2007)133:3(192), 192-201.
25. MATLAB [Computer software]. Natick, MA, MathWorks.
26. Montazar, A. (2013). "A decision tool for optimal irrigated crop planning and water resources sustainability". J. Global Optim., 55(3), 641-654.
27. Moradi-Jalal, M., Bozorg Hadad, O., Karney, B. W., and Marino, M. A. (2007). "Reservoir operation in assigning optimal multi-crop irrigation areas". Agric. Water Manage., 90(1-2), 149-159.
28. Nabi-Nejad, S., and Mousavi, S. J. (2011). "Simulation-optimization for basin-wide optimum water allocation considering system's performance and equity measures". J. Water Waste., 78(1), 70-79.
29. Noory, H., Liaghat, A. M., Parsinejad, M., and Bozorg Haddad, O., (2012). "Optimizing irrigation water allocation and multicrop planning using discrete PSO algorithm". J. Irrig. Drain. Eng., 10.1061/(ASCE)IR.1943-4774.0000426, 437-444.
30. Parsinejad, M., Bemani Yazdi, A., Araghinejad, S., Nejadhashemi, A. P., and Sarai Tabrizi, M. (2013). "Optimal water allocation in irrigation networks based on real time climatic data". Agric. Water Manage., 117(1), 1-8.
31. Rabie, Z., Honar, T., and Kazemi, A. R. (2013). "Optimal, simultaneous land and water allocation under resource limitation conditions, using soil water balance (case study of Doroudzan dam irrigation and drainage network)". J. Irrig. Drain., 2(7), 159-166.
32. Ramezani, H., Liaghat, A., Parsinejad, M., Tavakkoli, A. R., and Bozorg Haddad, O. (2012). "Development of an optimization model for water allocation in irrigated and rainfed lands to increase economical productivity". Ph.D. thesis, Tehran Univ., Tehran, Iran.
33. Reddy, M. J., and Kumar, D. N. (2007). "Multi-objective particle swarm optimization for generating optimal trade-offs in reservoir operation". Hydrol. Pro., 21(21), 2897-2909.
34. Reed, P., Kollat, J. B., and Devireddy, V. K. (2007). "Using interactive archives in evolutionary multiobjective optimization: A case study for long-term groundwater monitoring design". Environ. Modell. Soft., 22(5), 683-692.
35. Rini, D. P., Shamsuddin, S. M., and Yuhaniz, S. S. (2011). "Particle swarm optimization: Technique, system and challenge". Int. J. Comput. Appl., 14(1), 19-27.
36. Safavi, H. R., and Alijanian, M. A. (2011). "Optimal crop planning and conjunctive use of surface water and groundwater resources using fuzzy dynamic programming". J. Irrig. Drain. Eng., 10.1061/(ASCE)IR.1943-4774.0000300, 383-397.
37. Sarkar, R. and Ray, T. (2009). "An improved evolutionary algorithm for solving multi-objective crop planning models". Comput. Electron. Agric., 68(2), 191-199.
38. Sedighizadeh, M., Faramarzi, H., and Sarvi, M. (2014). "Hybrid approach to FACTS devices allocation using multi-objective function with NSPSO and NSGA-II algorithms in fuzzy framework". Electr. Power Energy Syst., 62(1), 586-598.
39. Shangguan, Z., Shao, M., Horton, H., 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.
40. Singh, A., and Panda, S. N. (2012). "Development and application of an optimization model for the maximization of net agricultural return". Agric. Water Manage., 115(1), 267-275.
41. Solis, F. J., Gonzalez-Sanchez, A. G., and Larre, M. (2009). "A new method for optimal cropping pattern". Adv. Artif. Intell., 5845(1), 566-577.
42. Srinivas, N. and Deb, K., (1994). "Multi-objective optimization using non-dominated sorting in genetic algorithms". Evol.Com., 2(3), 221-248.
43. Sulis, A. and Sechi, G.M. (2013). "Comparison of generic simulation models for water resource systems". Environ. Modell. Soft., 40(1), 214-225.
44. Wang, Y., Chen, Y., and Peng, S. (2011). "A GIS framework for changing cropping pattern under different climate conditions and irrigation availability scenarios". Water Res. Manage., 25(13), 3073-3090.
45. Zamanifar, M., Fani, B., Golshan, M. E. H., and Karshenas, H. R. (2014). "Dynamic modeling and optimal control of DFIG wind energy systems using DFT and NSGA-II". Electr. Power Syst. Res., 108(1), 50-58.
46. Zeng, X., Kang, S., Li, F., Zhang, L., and Guo, P. (2010). "Fuzzy multi-objective linear programming applying to crop area planning". Agric. Water Manage., 98(1), 134-142.
47. Zheng, F., and Zecchin, A. (2014). "An efficient decomposition and dual-stage multi-objective optimization method for water distribution systems with multiple supply sources". Environ. Model. Soft., 55(1), 143-155.