Determining optimum sowing date of wheat using CSM-CERES-Wheat model

Journal of the Saudi Society of Agricultural Sciences

Volumn 14, Issue 2, 2015, Pages 189-199

  Andarzian, Bahram ^a   Hoogenboom, Gerrit ^b   Bannayan, Mohammad ^c   Shirali, Mahvash ^d   Andarzian, Behnam ^e  

^a Agricultural and Natural Resources Research Institute of Khuzestan   (Iran)

^b WASHINGTON STATE UNIVERSITY   (United States)

^c FERDOWSI UNIVERSITY OF MASHHAD   (Iran)

^d Ramin Agricultural and Natural Resources University Ahwaz   (Iran)

^e SHAHID CHAMRAN UNIVERSITY OF AHVAZ   (Iran)

Author keywords

Crop modeling; CSM CERES Wheat; Sowing date; Sowing window; Wheat

Indexed keywords

EID: 84961800012     PISSN: 1658077X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jssas.2014.04.004     Document Type: Article

References (60)

1. Andarzian, B., Bakshshandeh. A.M., Bannayan, M., Emam.Y., 2007. Modeling and Simulation Growth, Development and Yield of Wheat. Shahid Chamran University of Ahvaz, Ahvaz, Iran. (Ph.D Thesis, in Persian).
2. Andarzian, B., Bakhshandeh, A.M., Bannayan, M., Eman, Y., Fathia, G., Alami Saeed, K., WheatPot: a simple model for spring wheat yield potential using monthly weather data. Biosyst. Eng. 99 (2008), 487–495.
3. Andarzian, B., Bannayan, M., Bakhshandeh, A.M., Emam, Y., Evaluation of the CERES-Wheat model in Ahvaz conditions. Iran. Field Crops Res. 6 (2009), 11–22 (in Persian).
4. Anderson, W.K., Smith, W.R., Yield advantage of two semi-dwarf compared with two tall wheats depends on sowing time. Aust. J. Agric. Res. 41 (1990), 811–826.
5. Arora, V.K., Singh, H., Singh, B., Analyzing wheat productivity responses to climatic, irrigation and fertilizer–nitrogen regimes in a semi-arid sub–tropical environment using the CERES-Wheat model. Agric. Water Manage. 94 (2007), 22–30.
6. Bannayan, M., Crout, N.M.J., Hoogenboom, G., Application of the CERES-Wheat model for within–season prediction of wheat yield in United Kingdom. Agron. J. 95 (2003), 114–125.
7. Bannayan, M., Kobayashi, K., Marashi, H., Hoogenboom, G., Gene-based modeling for rice: an opportunity to enhance the simulation of rice growth and development?. J. Theor. Biol. 249 (2007), 593–605.
8. Bannayan, M., Eyshi Rezaei, E., Hoogenboom, G., Determining optimum sowing dates for rainfed wheat using the precipitation uncertainty model and adjusted crop evapotranspiration. Agric. Water Manage. 126 (2013), 56–63.
9. Bassu, S., Asseng, A., Motzo, R., Giunta, F., Optimizing sowing date of durum wheat in a variable Mediterranean environment. Field Crops Res. 111 (2009), 109–118.
10. Connor, D.J., Theiveyanathan, S., Rimmington, G.M., Development, growth, water-use and yield of a spring and a winter wheat in response to time of sowing. Aust. J. Agric. Res. 43 (1992), 493–516.
11. Dettori, M., Cesaraccio, C., Motroni, A., Spano, D., Duce, P., Using CERES-Wheat to simulate durum wheat production and phenology in southern Sardina, Italy. Field Crops Res. 120 (2011), 179–188.
12. Evans, L.T., The influence of irradiance before and after anthesis on grain yield and its components in micro-plats of wheat grown in a constant day-length and temperature regime. Field Crops Res. 1 (1978), 5–9.
13. Farooq, M., Bramley, H., Palata, J.A., Siddique, K.H.M., Heat stress in wheat during reproductive and grain-filling phases. Crit. Rev. Plant Sci. 30 (2011), 1–17.
14. Fischer, R.A., Yield potential in a dwarf spring wheat and the effect of shadding. Crop Sci. 15 (1975), 607–613.
15. Ghaffari, A., Cook, H.F., Lee, H.C., Simulating winter wheat yields under temperate conditions: exploring different management scenarios. Eur. J. Agron. 15 (2001), 231–2440.
16. Godwin, D.C., Singh, U., 1998. Nitrogen balance and crop response to nitrogen in upland and lowland cropping systems, pp. 157–177. In: Tsuji, G.Y., Hoogenboom, G., Thornton, P.K. (Eds.) Understanding Options for Agricultural Production. Kluwer. Academic. Publi. Dordreeht, the Netherlands.
17. Gomez-Macpherson, H., Richards, R.A., Effect of sowing time on yield and agronomic characteristics of wheat in south-eastern Australia. Aust. J. Agric. Res. 46 (1995), 1381–1399.
18. Gonzalez, F.G., Slafer, G.A., Miralles, D.J., Floret development and spike growth as affected by photoperiod during stem elongation in wheat. Field Crops Res. 81 (2003), 29–38.
19. Heng, L.K., Baethegen, W.E., Moutoonnet, P., 2000. The collection of a minimum data set and the application of DSSAT for optimizing wheat yield in irrigated cropping systems, pp. 7–17. In: Optimizing Nitrogen Fertilizer Application to Irrigated Wheat, IAEA TECDOC-1164, p. 245.
20. Heng, L.K., Asseng, S., Mejahed, K., Rusan, M., Optimizing wheat productivity in two rainfed environments of the west Asia-North Africa region using simulation model. Eur. J. Agron. 26 (2007), 121–129.
21. Hoogenboom, G., Jones, J.W., Wilkens, R.W., Batcheloro, W.D., Hunt, L.A., Boot, K.J., Singh, U., Uryasev, O., Bowen, W.T., Gijsman, A.J., du Toit, A., White, J.W., Tsuji, G.Y., Decision support system for Agro-technology Transfer Version 4.5 [CD- ROM]. 2010, University of Hawaii, Honolulu, HI.
22. Hundal, S.S., Kaur, P., Application of the CERES-Wheat model to yield predictions in the irrigated plains of the Indian Punjab. J. Agric. Sci. Cambridge. 129 (1997), 13–18.
23. Hunt, L.A., Boot, K.J., Data for model operation, calibration and evaluation. Tsuji, G.Y., Hoogenboom, G., Thornton, P.K., (eds.) Understanding Options for Agricultural Production, 1998, Kluwer Academic publishers, Dordrecht, The Netherland, 9–39.
24. Hunt, L.A., Pararajasingham, S., Jones, J.W., Hoogenboom, G., Imamura, D.T., Ogoshi, R.M., GENCALC-Software to facilitate the use of crop models for analyzing field experiments. Agron. J. 85 (1993), 1090–1094.
25. Jamieson, P.D., Porter, J.R., Wilson, D.R., A test of computer simulation model ARC- WHEAT1 on wheat crops grown in New Zealand. Field Crops. Res. 27 (1991), 337–350.
26. Jessop, R.S., Ivins, J.D., The effect of date of sowing on the growth and yield of spring cereals. J. Agric. Sci. 75 (1970), 553–557.
27. Johenen, T., Boettcher, U., Kage, H., A variable thermal time of the double ridge to flag leaf emergence phase improves the predictive quality of a CERES-Wheat type phenology model. Comput. Electron. Agric. 89 (2012), 62–69.
28. Jones, J.W., Hoogenboom, G., Porter, C.H., Boot, K.J., Batchelor, W.D., Hunts, L.A., Wilkens, P.W., Singh, U., Gijsman, A.J., Ritchie, J.T., DSSAT cropping system model. Eur. J. Agron. 18 (2003), 235–265.
29. Kaur, M., Singh, K.N., Singh, H., Singh, P., Tabasum, S., Evaluation of Model CERES-wheat (Ver. 4.0) under temperate condition of Kashmir valley. World J. Agric. Sci. 3:6 (2007), 825–832.
30. Kumar, R., Singh, K.K., Gupta, B.R.D., Baxla, A.K., Rathore, L.S., Attri, S.D., Optimum sowing dates for soybean in centeral India using CROPGRO and ClimProb symbiosis. Meteorol. Appl. 9 (2002), 247–254.
31. Loague, K., Green, R.E., Statistical and graphical methods for evaluating solute transport models; overview and application. J. Contam. Hydrol. 7 (1991), 51–73.
32. Mathews, R., Stephens, W., Hess, T., Middleton, T., Graves, A., Application of crop/soil simulation model in tropical agricultural systems. Adv. Argon. 76 (2002), 31–124.
33. Nain, A.S., Kersebaum, K.Ch., Calibration and validation of CERES-Wheat model for simulating water and nutrients in Germany. Kersebaum, K.Ch., et al. (eds.) Modeling Water and Nutrient Dynamics in Soil-Crop-Systems, 2007, Springer, 161–181.
34. Ortiz-Monasterio, J.I., Dhillon, S.S., Fischer, R.A., Date of sowing effects on grain yield and yield components of irrigated spring wheat cultivars and relationships with radiation and temperature in Ludhiana, India. Field Crops Res. 37 (1994), 169–184.
35. Owiss, T., Pala, M., Ryan, J., Management alternatives for improved durum wheat production under supplemental irrigation in Syria. Eur. J. Agron. 11 (1999), 255–266.
36. Porter, J.R., Gawith, M., Temperature and growth and development of wheat: a review. Eur. J. Agron. 10 (1999), 23–36.
37. Precetti, L., Hollington, P.A., Application of the CERES-Wheat simulation model to durum wheat in two diverse Mediterranean environments. Eur. J. Agron. 6 (1997), 125–139.
38. Radmehr, M., Ayeneh, G.A., Mamghani, R., Responses of late, medium and early maturity bread wheat genotypes to different sowing date. I. Effect of sowing date on phonological, morphological, and grain yield of four breed wheat genotypes. Iran. J. Seed. Sapling 21:2 (2003), 175–189 (in Persian).
39. Ritchie, J.T., Model for predicting evapotranspiration from the soil–plant–atmosphere. Plant Soil 58 (1972), 81–96.
40. Ritchie, J.T., Wheat phasic development. Hanks, J., Ritchie, J.T., (eds.) Modeling Plant and Soil Systems, 1991, ASA, CSSA, SSSA, Madison, WI, 31–54.
41. Ritchie, J.T., Otter-Nacke, S., Description and performance of CERES-Wheat: a User–oriented wheat yield model. USDA-ARS 38 (1985), 159–175.
42. Ritchie, J.T., Singh, U., Godwin, D.C., Bowen, W.T., Cereal growth, development and yield. Tsuji, G.Y., Hoogenboom, G., Thornton, P.K., (eds.) Understanding options for agricultural production, 1998, Kluwer Academic publishers, Dordrecht, The Netherland, 79–98.
43. Savin, R., Satorre, E.H., Hall, A.J., Slafer, G.A., Assessing strategies for wheat cropping in monsoonal climate of pampas using the CERES-Wheat simulation model. Field Crops Res. 42 (1995), 81–910.
44. Simane, B., Van Keulen, H., Stol, W., Struik, P.C., Application of a crop growth model (SUCROS–87) to asses the effect of moisture stress on yield potential durum wheat in Ethiopia. Agric. Syst. 44 (1994), 337–3530.
45. Slafer, G.A., Abeledo, L.G., Miralles, D.J., Gonzalez, F.G., Whitechurch, E.M., Photoperiod sensitivity during stem elongation phase as an avenue to rise potential yield in wheat. Euphytica 119 (2001), 191–197.
46. Sofield, M., Evans, L.T., Cook, M.G., Wardlaw, G.F., Factors influencing the rate and duration of grain filling in wheat. Aust. J. Plant physiol. 4 (1977), 785–797.
47. Soler, C.M.T., Sentelhas, P.C., Hoogenboom, G., Application of the CSM-CERES-Maize model for sowing date evaluation and yield forecasting for maize grown off-season in a subtropical environment. Eur. J. Agron. 18 (2007), 165–177.
48. Spiertz, J.H.J., Tenhag, B.A., Kupers, L.J.P., Relation between green area duration and grain yield in some varieties of spring wheat. Neth. J. Agric. Sci. 19 (1971), 211–222.
49. Spiertz, J.H.J., Hamer, R.J., Xu, H., Primo-Martin, C., Don, C., Van der Putten, P.E.L., Heat stress in wheat: effects on grain growth and quality traits. Eur. J. Agron. 25 (2006), 89–95.
50. Stapper, M., Fischer, R.A., Genotype, sowing date and plant spacing influence on high-yielding irrigated wheat in southern New South Wales. I. Phasic development, canopy growth and spike production. Aust. J. Agric. Res. 41 (1990), 997–1019.
51. Stapper, M., Harris, H.C., Assessing the productivity of wheat genotypes in a Mediterranean climate, using a crop simulation model. Field Crops Res. 20 (1989), 129–152.
52. Timsina, J., Humphreys, E., Performance of CERES–rice and CERES-Wheat models in rice–wheat systems: a review. Agric. Syst. 90 (2006), 5–31.
53. Timsina, J., Sigh, U., Singh, Y., Lansigan, F.P., Addressing sustainability of RW systems: testing and applications of CERES and SUCROS models. Proceedings of the International Rice Research Conference, 13–17 February 1995, 1995, IRRI, Los Banos, Philippines pp. 663–656.
54. Timsina, J., Godwin, D., Humphreys, E., Singh, Y., Singh, B., Kukal, S.S., Smith, D., Evaluation of options for increasing yield and water productivity of wheat in Punjab, India using The DSSAT–CSM-CERES-wheat model. Agric. Water Manage. 95 (2008), 1099–1110.
55. Tsuji, G., Uehara, G., Balas, S., DSSAT. Version 3, Vol. 1–3. 1998, University of Hawaii, Honolulu, HI.
56. Turner, N.C., Agronomic options for improving rainfall use efficiency of crops in dryland farming systems. J. Exp. Bot. 55 (2004), 2413–2425.
57. Wahid, A., Gelani, S., Ashraf, M., Foolad, M.R., Heat tolerance in plants: an overview. Environ. Exp. Bot. 61 (2007), 199–223.
58. Willmott, C.J., Akleson, G.S., Davis, R.E., Feddema, J.J., Klink, K.M., Legates, D.R., Odonnell, J., Rowe, C.M., Statistic for the evaluation and comparison of models. J. Geophys. Res. 90 (1985), 8995–9005.
59. Zahedi, M., Jenner, C.F., Analysis of effects in wheat of high temperature on grain filling attributes estimated from mathematical models of grain filling. J. Agric. Sci. 141 (2003), 203–212.
60. Zhang, X., Wang, S., Sun, H., Chen, S., Sho, L., Liu, X., Contribution of cultivar, fertilizer and weather to yield variation of winter wheat over three decades: a case study in the North China Plain. Eur. J. Argon. 50 (2013), 52–59.