A new stochastic optimization model for deficit irrigation

Irrigation Science

Volumn 25, Issue 1, 2006, Pages 63-73

  Ganji, A ^a,b   Ponnambalam, K ^a   Khalili, D ^b   Karamouz, M ^c  

^a UNIVERSITY OF WATERLOO   (Canada)

^b SHIRAZ UNIVERSITY   (Iran)

^c UNIVERSITY OF TEHRAN   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

CROPS; MATHEMATICAL MODELS; OPTIMIZATION; RANDOM PROCESSES;

DEFICIT IRRIGATION; OPTIMAL IRRIGATION; OPTIMIZATION MODEL; SYSTEM BENEFITS;

IRRIGATION;

CROPS; IRRIGATION; MATHEMATICAL MODELS; OPTIMIZATION; RANDOM PROCESSES;

CROP PRODUCTION; IRRIGATION SYSTEM; SOIL MOISTURE; STOCHASTICITY; UNCERTAINTY ANALYSIS; WATER USE;

FARM CROPS; IRRIGATION; MATHEMATICAL MODELS; OPTIMIZATION;

EID: 33749262620     PISSN: 03427188     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00271-006-0035-y     Document Type: Article

References (28)

1. Chen JY, Tang CY, Sakura Y, Kondoh A, Shen YJ, Song XF (2004) Measurement and analysis of the redistribution of soil moisture and solutes in a maize field in the lower reaches of the Yellow River. Hydrol Process 18:2263-2273
2. Cox DR, Isham V (1968) The virtual waiting-time and related processes. Adv Appl Probab 18:558-573
3. Doorenbos J, Kassam AH (1979) Yield response to water. Irrigation and drainage paper, No. 33. FAO, United Nations, Rome
4. English MJ (1981) The uncertainty of crop models in irrigation optimization. Trans ASAE 24(4):917-921
5. English M, James L, Chen CF (1990) Deficit irrigation II: observation in Columbia Basin. J Irrig Drain Eng 116:413-426
6. Fletcher S, Ponnambalam K (1998) A constrained state formulation for the stochastic control of multi-reservoir systems. Water Resour Res 34(2):257-270
7. Ganji A, Ponnambalam K, Khalili D, Karamouz M (2006) Grain yield reliability analysis with crop water demand uncertainity. Stoch Env Res Risk Assess (in press). DOI: 10.1007/s00477-005-0020-7
8. Ghahraman B, Sepaskhah AR (1997) Use of a water deficit sensitivity index for partial irrigation scheduling of wheat and barley. Irrig Sci 18:11-16
9. Hill WR, Hanks RJ, Wright JL (1982) Crop yields model adapted to irrigation scheduling programs. Research report 99. Utah Agricultural Experimental Station, Utah University, Logan
10. Jensen ME (1986) Water consumption by agricultural plants. In: Kozlowski TT (ed) Water deficit and plant growth. Academic, New York, pp 1-22
11. Kipkorir EC, Raes D (2002) Transformation of yield response factor into Jensen's sensitivity index. Irrig Drain Syst 16:47-52
12. Kuo SF, Liu CW (2003) Simulation and optimization model for irrigation planning and management. Hydrol Process 17:3141-3159
13. Laio F, Porporato A, Fernandez-Illescas CP, Rodriguez-Iturbe I (2001) Plants in water-controlled ecosystems: active role in hydrological processes and response to water stress IV. Discussion of real cases. Adv Water Res 24(7):745-762
14. Mannocchi F, Mecarelli P (1994) Optimization analysis of deficit irrigation systems. J Irrig Drain Eng 120:484-502
15. Martin DL, Stegman EC, Fereres E (1990) Irrigation scheduling principle. In: Hoffman GJ, Howell TA, Solomon KH (eds) Management of farm irrigation system. ASAE Monograph, pp 149-175
16. Milly PCD (1993) An analytic solution of the stochastic storage problem applicable to soil water. Water Resour Res 29(11):3755-3758
17. Nairizi S, Rydzewski JR (1976) Effects of dated soil moisture stress on crop yields. Exp Agric 13:51-59
18. Paul S, Danda SN, Nagesh Kumar D (2000) Optimal irrigation: a multilevel approach. J Irrig Drain Eng 126(3):149-154
19. Porporato A, Laio F, Ridolfi L, Rodriguez-Iturbe I (2001) Plants in water-controlled ecosystems: active role in hydrological processes and response to water stress III. Vegetation water stress. Adv Water Res 24(7):725-744
20. Ramirez JA, Bras RL (1985) Conditional distribution of Neyman-Scott models for storm arrivals and their use in irrigation scheduling. Water Resour Res 21(3):317-330
21. Rao NH, Sarma PBS, Chander S (1990) Optimal multi crop allocation of seasonal and intra seasonal irrigation. Water Resour Res 26:551-559
22. Rodriguez-Iturbe I, Porporato A, Ridolfi L, Isham V, Cox D (1999) Probabilistic modelling of water balance at a point: the role of climate, soil and vegetation. Proc R Soc Lond 455:3789-3805
23. Sunantara J, Ramfrez J (1997) Optimal stochastic multicrop and interseasonal irrigation control. J Water Resour Plan Manage 123(1):39-48
24. Tsakiris GP (1982) A method for applying crop sensitivity factors in irrigation scheduling. Agric Water Manage 5:335-343
25. Vedula S, Nagesh Kumar D (1996) An integrated model for optimal reservoir operation for irrigation of multiple crops. Water Resour Res 32(4):1101-1108
26. Villalobos FG, Fereres E (1989) A simulation model for irrigation scheduling under variable rainfall. Trans ASAE 32(1):181-188
27. Yoo C, Kim S, Valdes JB (2005) Sensitivity of soil moisture field evolution to rainfall forcing. Hydrol Process 19:1855-1869
28. Zhang X, Pei D, Chen S (2004) Root growth and soil water utilization of winter wheat in the North China Plain. Hydrol Process 18:2275-2287