Simulating crop phenological responses to water deficits

Response of Crops to Limited Water: Understanding and Modeling Water Stress Effects on Plant Growth Processes

Volumn , Issue , 2015, Pages 277-300

  McMaster, Gregory S ^b   White, Jeffrey W ^b   Weiss, Albert ^c   Baenziger, P Stephen ^d   Wilhelm, W W ^b   Porter, J R ^e   Jamieson, Peter D ^a  

^a Agricultural Systems Research Unit ^*

^b AGRICULTURAL RESEARCH SERVICE   (United States)

^c UNIVERSITY OF NEBRASKA LINCOLN   (United States)

^d UNIVERSITY OF NEBRASKA LINCOLN   (United States)

^e UNIVERSITY OF COPENHAGEN   (Denmark)

Author keywords

Crop phenological response simulation; Csm cropgro; Irius; Phenology mms; Shootgro; Water deficits

Indexed keywords

EID: 85103026085     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.2134/advagricsystmodel1.c10     Document Type: Chapter

References (87)

1. Abrecht, D.G., and P.S. Carberry. 1993. The infl uence of water defi cit prior to tassel initi ati on on maize growth, development and yield. Field Crops Res. 31:55-69.
2. Andales, A.A., J.D. Derner, P.N.S. Bartling, L.R. Ahuja, G.H. Dunn, R.H. Hart, and J.D. Hanson. 2005. Evaluati on of GPFARM for simulati on of forage producti on and cow-calf weights. Rangeland Ecol. Manage. 58:247-255.
3. Anderson, W.K., R.C.G. Smith, and J.R. McWilliam. 1978. A systems approach to the adaptati on of sunfl ower to new environments: I. Phenology and development. Field Crops Res. 1:141-152.
4. Arnold, J.G., M.A. Weltz, E.E. Alberts, and D.C. Flanagan. 1995. Plant growth component. p. 8.1-8.41. In D.C. Flanagan et al. (ed.) USDA-water erosion predicti on project: Hillslope profi le and watershed model documentati on. NSERL Rep. no. 10. USDA-ARS Natl. Soil Erosion Res. Lab., West Lafayett e, IN.
5. Baker, C.K., J.N. Gallagher, and J.L. Monteith. 1980. Daylength change and leaf appearance in winter wheat. Plant Cell Environ. 3:285-287.
6. Barth, C., M. De Tullio, and P.L. Conklin. 2006. The role of ascorbic acid in the control of fl owering ti me and the onset of senescence. J. Exp. Bot. 57:1657-1665.
7. Beveridge, C. 2000. Commentary: The ups and downs of signalling between root and shoot. New Phytol. 147:413-416.
8. Brooking, I.R. 1996. The temperature response of vernalizati on in wheat-a developmental analysis. Ann. Bot. (London) 78:507-512.
9. Brooking, I.R., P.D. Jamieson, and J.R. Porter. 1995. The infl uence of daylength on the fi nal leaf number in spring wheat. Field Crops Res. 41:155-165.
10. Campos, H., M. Cooper, J.E. Habben, G.O. Edmeades, and J.R. Schussler. 2004. Improving drought tolerance in maize: A view from industry. Field Crops Res. 90:19-34.
11. Childs, K.L., F.R. Miller, M.M. Cordonnier-Pratt, L.H. Pratt, P.W. Morgan, and J.E. Mullet. 1997. The sorghum photoperiod sensiti vity gene, Ma3, encodes a phytochrome B. Plant Physiol. 113:611-619.
12. Constable, G., and A. Hearn. 1978. Agronomic and physiological responses of soybean and sorghum crops to water defi cits: I. Growth, development and yield. Funct. Plant Biol. 5:159-167.
13. Donatelli, M., G.L. Hammer, and R.L. Vanderlip. 1992. Genotype and water limitati on eff ects on phenology, growth, and transpirati on effi ciency in grain sorghum. Crop Sci. 32:781-786.
14. Ehrler, W.L., S.B. Idso, R.D. Jackson, and R.J. Reginato. 1978. Diurnal changes in plant water potenti al and canopy temperature of wheat as aff ected by drought. Agron. J. 70:999-1004.
15. El-Zik, K.M., V.T. Walhood, and H. Yamada. 1977. Eff ect of management inputs on yield and fi ber quality of cott on (Gossypium hirsutum L.) grown in diff erent row patt erns. p. 98. In 1977 Agronomy abstracts. ASA, Madison, WI.
16. Farre, I., and J.M. Faci. 2006. Comparati ve response of maize (Zea mays L.) and sorghum (Sorghum bicolor L. Moench) to defi cit irrigati on in a Mediterranean environment. Agric. Water Manage. 83:135-143.
17. Flanagan, D.C., and M.A. Nearing (ed.) 1995. USDA-water erosion predicti on project: Hillslope profi le and watershed model documentati on. NSERL Rep. no. 10. USDA-ARS Natl. Soil Erosion Res. Lab., West Lafayett e, IN.
18. Gardner, B.R., B.L. Blad, D.P. Garrity, and D.G. Watt s. 1981. Relati onships between crop temperature, grain yield, evapotranspirati on and phenological development in two hybrids of moisture stressed sorghum. Irrig. Sci. 2:213-224.
19. Grant, R.F., B.A. Kimball, P.J. Pinter, Jr., G.W. Wall, R.L. Garcia, R.L. LaMorte, and D.J. Hunsaker. 1995. Energy exchange between the wheat ecosystem and the atmosphere under ambient vs. elevated atmospheric CO2 concentrati ons: Testi ng of the model ECOSYS with data from the free air CO2 enrichment (FACE) experiment. Agron. J. 87:446-457.
20. Grimes, D.W., W.L. Dickens, and H. Yamada. 1978. Early-season water management for cott on. Agron. J. 70:1009-1012.
21. Guinn, G., J.R. Mauney, and K.E. Fry. 1981. Irrigati on scheduling and plant populati on eff ects on growth, bloom rates, boll abscission, and yield of cott on. Agron. J. 73:529-534.
22. Hay, R.K.M., and J.R. Porter. 2006. The physiology of crop yield. 2nd ed. Blackwell Publishing, Oxford, UK.
23. Herzog, H. 1986. Source and sink during the reproducti ve period of wheat. Paul Parey Sci. Publ., Berlin, Germany.
24. Hoogenboom, G., J.W. Jones, P.W. Wilkens, C.H. Porter, W.D. Batchelor, L.A. Hunt, K.J. Boote, U. Singh, U.O. Uryasev, W.T. Bowen, A.J. Gijsman, A. du Toit, J.W. White, and G.Y. Tsuji. 2004. Decision support system for agrotechnology transfer. Version 4.0 [CD-ROM]. Univ. of Hawaii, Honolulu, HI.
25. Hott a, C.T., M.J. Gardner, K.E. Hubbard, S.J. Baek, N. Dalchau, D. Suhita, A.N. Dodd, and A.A.R. Webb. 2007. Modulati on of environmental responses of plants by circadian clocks. Plant Cell Environ. 30:333-349.
26. Hsaio, T.C. 1973. Plant responses to water stress. Ann. Rev. Plant Physiol. 24:519-570.
27. Hodges, T. (ed.) 1991. Predicti ng crop phenology. CRC Press, Boca Raton, FL.
28. Hunt, L.A., and S. Pararajasingham. 1995. CROPSIM-WHEAT: A model describing the growth and development of wheat. Can. J. Plant Sci. 75:619-632.
29. Jama, A.O., and M.J. Ott man. 1993. Timing of the fi rst irrigati on in corn and water stress conditi oning. Agron. J. 85:1159-1164.
30. Jamieson, P.D., I.R. Brooking, J.R. Porter, and D.R. Wilson. 1995. Predicti on of leaf appearance in wheat: A questi on of temperature. Field Crops Res. 41:35-44.
31. Jamieson, P.D., I.R. Brooking, M.A. Semenov, and J.R. Porter. 1998a. Making sense of wheat development: A criti que of methodology. Field Crops Res. 55:117-127.
32. Jamieson, P.D., M.A. Semenov, I.R. Brooking, and G.S. Francis. 1998b. Sirius: A mechanisti c model of wheat response to environmental variati on. Eur. J. Agron. 8:161-179.
33. Jamieson, P.D., I.R. Brooking, M.A. Semenov, G.S. McMaster, J.W. White, and J.R. Porter. 2007. Reconciling alternati ve models of phenological development in winter wheat. Field Crops Res. 103:36-41.
34. Johansen, C., L. Krishnamurthy, N.P. Saxena, and S.C. Sethi. 1994. Genotypic variati on in moisture response of chickpea grown under line-source in a semi-arid tropical environment. Field Crops Res. 37:103-112.
35. Jones, J.W., G. Hoogenboom, C.H. Porter, K.J. Boote, W.D. Batchelor, L.A. Hunt, P.W. Wilkens, U. Singh, A.J. Gijsman, and J.T. Ritchie. 2003. The DSSAT cropping system model. Eur. J. Agron. 18:235-265.
36. Ketring, D.L., and T.G. Wheless. 1989. Thermal ti me requirements for phenological development of peanut. Agron. J. 81:910-917.
37. Kiniry, J.R., J.R. Williams, P.W. Gassman, and P. Debaeke. 1992. A general process-oriented model for two competi ng plant species. Trans. ASAE 35:801-810.
38. Kozlowski, T.T., and S.G. Pallardy. 2002. Acclimati on and adapti ve responses of woody plants to environmental stresses. Bot. Rev. 68:270-334.
39. Kramer, P.J., and J.S. Boyer. 1995. Water relati ons of plants and soils. Academic Press, London.
40. Laurie, D.A., S. Griffi ths, R.P. Dunford, V. Christodoulou, S.A. Taylor, J. Cockram, J. Beales, and A. Turner. 2004. Comparati ve geneti c approaches to the identi fi cati on of fl owering ti me genes in temperate cereals. Field Crops Res. 90:87-99.
41. Marc, J., and J.H. Palmer. 1976. Relati onship between water potenti al and leaf and infl orescence initi ati on in Helianthus annuus. Physiol. Plant. 36:101-104.
42. McMaster, G.S. 1997. Phenology, development, and growth of the wheat (Triti cum aesti vum L.) shoot apex: A review. Adv. Agron. 59:63-118.
43. McMaster, G.S. 2005. Phytomers, phyllochrons, phenology and temperate cereal development. J. Agric. Sci. (Cambridge) 143:137-150.
44. McMaster, G.S., J.C. Ascough, II, M.J. Shaff er, L.A. Deer-Ascough, P.F. Byrne, D.C. Nielsen, S.D. Haley, A.A. Andales, and G.H. Dunn. 2003a. GPFARM plant model parameters: Complicati ons of varieti es and the genotype ??environment interacti on in wheat. Trans. ASAE 46:1337-1346.
45. McMaster, G.S., J.A. Morgan, and W.W. Wilhelm. 1992a. Simulati ng winter wheat spike development and growth. Agric. For. Meteorol. 60:193-220.
46. McMaster, G.S., and W.W. Wilhelm. 1997. Growing degree-days: One equati on, two interpretati ons. Agric. For. Meteorol. 87:291-300.
47. McMaster, G.S., and W.W. Wilhelm. 2003. Phenological responses of wheat and barley to water and temperature: Improving simulati on models. J. Agric. Sci. (Cambridge) 141:129-147.
48. McMaster, G.S., W.W. Wilhelm, and A.B. Frank. 2005. Developmental sequences for simulati ng crop phenology for water-limiti ng conditi ons. Aust. J. Agric. Res. 56:1277-1288.
49. McMaster, G.S., W.W. Wilhelm, and J.A. Morgan. 1992b. Simulati ng winter wheat shoot apex phenology. J. Agric. Sci. (Cambridge) 119:1-12.
50. McMaster, G.S., W.W. Wilhelm, D.B. Palic, J.R. Porter, and P.D. Jamieson. 2003b. Spring wheat leaf appearance and temperature: Extending the paradigm. Ann. Bot. (London) 91:697-705.
51. Millar, A.J. 2004. Input signals to the plant circadian clock. J. Exp. Bot. 55:277-283.
52. Morgan, J.M. 1977. Diff erences in osmoregulati on between wheat genotypes. Nature 270:234-235.
53. NeSmith, D.S., and J.T. Ritchie. 1992a. Eff ects of soil water-defi ci6ts during tassel emergence on development and yield component of maize (Zea mays). Field Crops Res. 28:251-256.
54. NeSmith, D.S., and J.T. Ritchie. 1992b. Maize (Zea mays L.) response to a severe soil water-defi cit during grain-fi lling. Field Crops Res. 29:23-35.
55. NeSmith, D.S., and J.T. Ritchie. 1992c. Short- and long-term responses of corn to a preanthesis soil water defi cit. Agron. J. 84:107-113.
56. Nutt onson, M.Y. 1948. Some preliminary observati ons of phenological data as a tool in the study of photoperiodic and thermal requirements of various plant material. p. 29-143. In A.E. Murneck and R.O. Whyte (ed.) Vernalizati on and photoperiodism. A symposium. Chronica Botanica Co., Waltham, MA.
57. Porter, J.R. 1984. A model of canopy development in winter wheat. J. Agric. Sci. (Cambridge) 102:383-392.
58. Porter, J.R. 1993. AFRCWHEAT2: A model of the growth and development of wheat incorporati ng responses to water and nitrogen. Eur. J. Agron. 2:64-77.
59. Reamur, R.A.F.d. 1735. Observati ons du thermometre, faites a Paris pendant I’annee 1735, compares avec celles qui ont ete faites sous la ligne, a l’lsle de France, a Alger et en quelques-unes de nos isles de I’ Amerique. p. 545-576. Mem. Acad. des Sci., Paris.
60. Rett a, A., L.A. Deer-Ascough, L.W. Wagner, D.C. Flanagan, and D.V. Armbrust. 2001. Common plant growth model for WEPP and WEPS. p. 380-383. In J.C. Ascough II and D.C. Flanagan (ed.) Proc. Symp. Soil Erosion Research for the 21st Century, Honolulu, HI. 3-5 January. ASAE, St. Joseph, MI.
61. Rickman, R.W., and B. Klepper. 1995. The phyllochron: Where do we go in the future? Crop Sci. 35:44-49.
62. Rickman, R.W., S.E. Waldman, and B. Klepper. 1996. MODWht3: A development-driven wheat growth simulati on. Agron. J. 88:176-185.
63. Ritchie, J.T. 1991. Wheat phasic development. p. 31-54. In J. Hanks and J.T. Ritchie (ed.) Modeling plant and soil systems. ASA, CSSA, and SSSA, Madison, WI.
64. Ritchie, J.T., and D.S. NeSmith. 1991. Temperature and crop development. p. 6-29. In J. Hanks and J.T. Ritchie (ed.) Modeling plant and soil systems. ASA, CSSA, and SSSA, Madison, WI.
65. Robertson, M.J., I.R. Brooking, and J.T. Ritchie. 1996. The temperature response of vernalizati on in wheat: Modelling the eff ect on the fi nal number of mainstem leaves. Ann. Bot. (London) 78:371-381.
66. Robins, J.S., and C.E. Domingo. 1956. Moisture defi cits in relati on to the growth and development of dry beans. Agron. J. 48:67-70.
67. Rosales-Serna, R., J. Kohashi-Shibata, J.A. Acosta-Gallegos, C. Trejo-Lopez, J. Orti z-Cereceres, and J.D. Kelly. 2004. Biomass distributi on, maturity accelerati on and yield in drought-stressed common bean culti vars. Field Crops Res. 85:203-211.
68. Rosenow, D.T., J.E. Quisenberry, C.W. Wendt, and L.E. Clark. 1983. Drought tolerant sorghum and cott on germplasm. Agric. Water Manage. 7:207-222.
69. Sionit, N., and P.J. Kramer. 1977. Eff ect of water stress during diff erent stages of growth of soybean. Agron. J. 69:274-278.
70. Streck, N.A., A. Weiss, Q. Wue, and P.S. Baenziger. 2003. Incorporati ng a chronology response into the predicti on of leaf appearance rate in winter wheat. Ann. Bot. (London) 92:181-190.
71. Thain, S.C., G. Murtas, J.R. Lynn, R.B. McGrath, and A.J. Millar. 2002. The circadian clock that controls gene expression in Arabidopsis is ti ssue specifi c. Plant Physiol. 130:102-110.
72. Turner, A., J. Beales, S. Faure, R.P. Dunford, and D.A. Laurie. 2005. The pseudo-response regulator Ppd-H1 provides adaptati on to photoperiod in barley. Science 310:1031-1034.
73. Weir, A.H., P.L. Bragg, J.R. Porter, and J.H. Rayner. 1984. A winter wheat crop simulati on model without water or nutrient limitati ons. J. Agric. Sci. (Cambridge) 102:371-382.
74. Westgate, M.E., and C.M. Peterson. 1993. Flower and pod development in water-defi cient soybeans (Glycine max L. Merr.). J. Exp. Bot. 44:109-117.
75. White, J.W., and J. Izquierdo. 1991. Physiology of yield potenti al and stress tolerance. p. 287-382. In A. Schoonhoven and O. Voysest (ed.) Common beans; research for crop improvement. C.A.B. Internati onal, Wallingford, UK.
76. Wilhelm, W.W., and G.S. McMaster. 1995. Importance of the phyllochron in studying development and growth in grasses. Crop Sci. 35:1-3.
77. Wilhelm, W.W., G.S. McMaster, R.W. Rickman, and B. Klepper. 1993. Above-ground vegetati ve development and growth of winter wheat as infl uenced by nitrogen and water availability. Ecol. Modell. 68:183-203.
78. Williams, J.R., C.A. Jones, J.R. Kiniry, and D.A. Spanel. 1989. The EPIC crop growth model. Trans. ASAE 32:497-511.
79. Wolf, J. 2002. Comparison of two soya bean simulati on models under climate change. I. Model calibrati on and sensiti vity analyses. Clim. Res. 20:55-70.
80. Xue, Q., A. Weiss, and P.S. Baenziger. 2004. Predicti ng leaf appearance in fi eld-grown winter wheat: Evaluati ng linear and non-linear models. Ecol. Modell. 175:261-270.
81. Yan, L., A. Loukoianov, G. Tranquilli, M. Helguera, T. Fahima, and J. Dubcovsky. 2003. Positi onal cloning of the wheat vernalizati on gene VRN1. Proc. Natl. Acad. Sci. USA 100:6263-6268.
82. Yan, L., D. Fu, C. Li, A. Blechl, G. Tranquilli, M. Bonafede, A. Sanchez, M. Valarik, S. Yasuda, and J. Dubcovsky. 2006. The wheat and barley vernalizati on gene VRN3 is an orthologue of FT. Proc. Natl. Acad. Sci. USA 103:19581-19586.
83. Yan, W., and L.A. Hunt. 1999. An equati on modeling the temperature response of plant growth and development using only the cardinal temperatures. Ann. Bot. (London) 84:607-614.
84. Yang, J.C., J.H. Zhang, Y.X. Ye, Z.Q. Wang, Q.S. Zhu, and L.J. Liu. 2004. Involvement of abscisic acid and ethylene in the responses of rice grains to water stress during fi lling. Plant Cell Environ. 27:1055-1064.
85. Yan, L., A. Loukoianov, A. Blechl, G. Tranquilli, W. Ramakrishna, P. SanMiguel, J.L. Bennetzen, V. Echenique, and J. Dubcovsky. 2004. The wheat VRN2 gene is a fl owering repressor downregulated by vernalizati on. Science 303:1640-1644.
86. Zalud, Z., G.S. McMaster, and W.W. Wilhelm. 2003. Evaluati ng SHOOTGRO 4.0 as a potenti al winter wheat management tool in the Czech Republic. Eur. J. Agron. 19:495-507.
87. Zhang, J., W. Jia, J. Yang, and A.M. Ismail. 2006. Role of ABA in integrati ng plant responses to drought and salt stresses. Field Crops Res. 97:111-119.