Crop Modeling and Applications: A Cotton Example

Advances in Agronomy

Volumn 59, Issue C, 1997, Pages 225-290

  Raja Reddy, K ^a   Hodges, Harry F ^a   Mckinion, James M ^b  

^a MISSISSIPPI STATE UNIVERSITY   (United States)

^b USDA ARS Crop Simulation Research Unit Mississippi State   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 77956707383     PISSN: 00652113     EISSN: None     Source Type: Book Series    
DOI: 10.1016/S0065-2113(08)60056-5     Document Type: Chapter

References (172)

1. Ackerson R.C., and Krieg D.R. Stomatal and non-stomatal regulation of water use in cotton, corn, and sorghum. Plant Physiol. 60 (1977) 850-853
2. Acock A., and Trent A. The soybean crop simulator, GLYCIM: Documentation for the modular version 91. In "Responses of Vegetation to Carbon Dioxide No. 017." (1991), U. S. Department of Energy and USDA, U.S. Department of Energy, Carbon Dioxide Research Division, Office of Energy Research, Washington, DC
3. Acock B. Effects of carbon dioxide on photosynthesis, plant growth, and other processes. In: Kimball B.A. (Ed). In "Impact of Carbon Dioxide, Trace Gases, and Climate Change on Global Agriculture" (1990), ASA, Madison, WI 45-60 ASA Spec. Publ. No. 53
4. Acock B. Modeling canopy photosynthetic responses to carbon dioxide, light interception, temperature, and leaf traits. In: Boote K.J., and Loomis R.L. (Eds). In "Modeling Crop Photosynthesis-From Biochemistry to Canopy" (1991), CSSA, Madison, WI 109-140 CSSA Spec. Publ. No. 19
5. Adams R.M., Rosenzweig C., Peart R.M., Ritchie J.T., McCarl B.A., Glyer J.D., Curry R.B., Jones J.M., Boote K.J., and Allen Jr. L.H. Global climate change and U.S. agriculture. Nature 345 (1990) 219-224
6. Baker D.N., and Acock B. A conceptual model of stress effects. In: Mauney J.R., and McDsteward J. (Eds). In "Cotton Physiology" (1986), The Cotton Foundation, Memphis, TN
7. Baker D.N., and Landivar J.A. The simulation of plant development in GOSSYM. In: Hodges T. (Ed). In "Predicting Crop Phenology" (1991), CRC Press, Boca Raton, FL 153-170
8. Baker D.N., Lambert J.R., and McKinion J.M. "GOSSYM: A Simulator of Cotton Crop Growth and Yield.". South Carolina Agric. Exp. Sta. Tech. Bull. 1089 (1983) Clemson, SC
9. Baker J.T., and Allen Jr. L.H. Assessment of the impact of rising carbon dioxide and other potential climate changes on vegetation. Environ. Pollut. 83 (1994) 223-235
10. 2 concentrations. J. Exp. Bot. 43 (1992) 959-964
11. Bauer A., Frank A.B., and Blank A.L. Estimation of spring wheat leaf growth rates and anthesis from air temperature. Agron. J. 75 (1984) 829-835
12. Ben-Porath A., and Baker D.N. Taproot restriction effects on growth, earliness, and dry matter partitioning of cotton. Crop Sci. 30 (1990) 809-814
13. Bloom A.J., Chaplin III F.S., and Mooney H.A. Resource limitation in plants-An economic analogy. Annu. Rev. Ecol. Systems 16 (1985) 363-392
14. Booch G. "Object Oriented Design." (1991), Benjamin/Cummings, New York
15. Boone M.Y.L., Porter D.O., and McKinion J.M. Calibration of GOSSYM: Theory and practice. Computers Elec. Agric. 9 (1993) 193-203
16. Boone M.Y.L., Porter D.O., and McKinion J.M. "The RHIZOS 1991: A simulator of crop growth rhizospheres,". USDA-ARS Bull. 39 (1995), U.S. Government Printing Office, Washington, DC
17. Boote K.J., Gallaher R.N., Robertson W.K., Hinson K., and Hammond L.C. Effect of foliar fertilization on photosynthesis, leaf nitrogen, and yield of soybeans. Agron. J. 70 (1978) 787-791
18. Boote K.S., and Loomis R.L. The prediction of canopy assimilation. In: Boote K.J., and Loomis R.L. (Eds). In "Modeling Crop Photosynthesis-From Biochemistry to Canopy" (1991), CSSA, Madison, WI 109-140 CSSA Spec. Publ. No. 19
19. Boquet, D. J. (1989). Fertilizer N effects on cotton growth and fruiting patterns. In "Proceedings Beltwide Cotton Production Research Conference," pp. 489-491. National Cotton Council, Memphis, TN
20. Boyer J.S. Plant productivity and environment. Science 218 (1982) 443-448
21. Cogn'ee M. Temperature and development in Mediterranean cotton cultivation. Cot. Fib. Trop. XLIII (1988) 85-100
22. Connor D.J., Hall A.J., and Sadras V.O. Effect of nitrogen content on the photosynthetic characteristics of sunflower leaves. Aust. J. Plant Physiol. 20 (1993) 251-266
23. 2 concentrations and temperature on growth, yield and grain quality of cereal crops. Aust. J. Plant Physiol. 21 (1994) 741-758
24. Constable G.A. Growth and light receipt by mainstem cotton leaves in relation to plant density in the field. Agric. For. Meteorol. 37 (1986) 279-292
25. Constable G.A. Mapping the production and survival of fruit on field grown cotton. Agron. J. 83 (1991) 374-378
26. Constable G.A., and Rawson H.M. Carbon production and utilization in cotton: Inferences from a carbon budget. Aust. J. Plant Physiol. 7 (1980) 539-553
27. Cook M.G., and Evans L.T. Nutrient responses of seedlings of wild and domesticated Oryza species. Field Crops Res. 6 (1983) 205-218
28. Curry G.L., and Feldman R.M. "Mathematical Foundations of Population Dynamics," (1987), Texas A&M Univ. Press, College Station 246
29. 2 using simulation. Trans. ASAE 33 (1990) 1383-1390
30. Dale J.E. Growth and photosynthesis in the first leaf of barley. I. The effect of time of application of nitrogen. Ann. Bot. 36 (1972) 967-979
31. Dale J.E., and Wilson R.G. A comparison of leaf and ear development in barley cultivars as affected by nitrogen supply. J. Agric. Sci. (Cambridge) 90 (1978) 503-508
32. Davidson H.R., and Campbell C.A. The effect of temperature, moisture and nitrogen on the rate of development of spring wheat as measured by degree days. Can. J. Plant Sci. 63 (1983) 833-846
33. Evans J.R. Nitrogen and photosynthesis in the flag leaf of wheat, Triticum aestivum, L. Plant Physiol. 72 (1983) 297-302
34. 3 chloroplast. In: Boote K.J., and Loomis R.L. (Eds). In "Modeling Crop Photosynthesis-From Biochemistry to Canopy" (1991), CSSA, Madison, WI 109-140 CSSA Spec. Publ. No. 19
35. Evans P.S. Intercalary growth in aerial shoot of Eleocaris acuta R. Br. Prodr. Ann. Bot. 29 (1965) 205-217
36. Farquhar G.D., and Sharkey T.D. Stomatal conductance and photosynthesis. Annu. Rev. Plant Physiol. 33 (1982) 317-345
37. Feldman R.G., Curry G., and Wehrly T. Statistical data analysis in the computer age. Science 253 (1984) 390-395
38. Fernandez, C. J., Cothern, J. T., and McInnes, K. J. (1993). Whole plant photosynthetic rates of cotton under nitrogen stress. In "Proceeding Beltwide Cotton Conferences" (D. J. Herber and D. A. Ritcher, eds.), pp. 1256-1258. National Cotton Council, Memphis, TN
39. Fisher G., Frohberg K., Parry M.L., and Rosenzweig C. Climate change and world food supply, demand, and trade. In: Rosenzweig C., et al. (Ed). In "Climate Change and Agriculture: Analysis of Potential International Impacts" (1995), ASA, Madison, WI ASA Spec. Publ. No. 59
40. Gardner R., Dale V., and O'Neill R. Error propagation and uncertainty in process modeling. In: Dixon R.K., et al. (Ed). In "Process Modeling of Forest Growth Responses to Environmental Stress" (1990), Timber Press, Portland, OR 208-219
41. Garratt M. "Statistical Techniques for Validating Computer Simulation Models.". US/IBP Grassland Biome Preprint No. 286 (1975), Colorado State Univ. Press, Fort Collins
42. Gepts P. Characterizing plant phenology: Growth and development scales. In: Wisol K., and Hesketh J.D. (Eds). In "Plant Growth Modeling for Resource Management, Vol. II: Quantifying Plant Processes" (1987), CRC Press, Boca Raton, FL 3-24
43. Gerik, T. J., Rosenthal, W. D., Stockle, C. O., and Jackson, B. S. (1989). Analysis of cotton fruiting, In "Proceeding Beltwide Cotton Conferences" (D. J. Herber and D. A. Ritcher., eds.), pp. 64-69. National Cotton Council, Memphis, TN
44. Gerik, T. J., Oosterhuis, D. M., and Baker, W. H. (1993). Cotton monitoring: Crop nutrition and fertilizer management. In "Proceeding Beltwide Cotton Conferences" (D. J. Herber and D. A. Ritcher, eds.), pp. 1184-1190. National Cotton Council, Memphis, TN
45. Goudriaan J., and Van Keulen H. The direct and indirect effects of nitrogen shortage on photosynthesis and transpiration in maize and sunflower. Netherlands J. Agric. Sci. 27 (1979) 227-234
46. Guinn G. Hormonal relations during reproduction. In: Mauney J.R., and McDsteward J. (Eds). In "Cotton Physiology" (1986), The Cotton Foundation, Memphis, TN
47. Gutschick V.P. Modeling photosynthesis and water-use efficiency of canopies as affected by leaf and canopy traits. In: Boote K.J., and Loomis R.L. (Eds). In "Modeling Crop Photosynthesis-From Biochemistry to Canopy" (1991), CSSA, Madison, WI 109-140 CSSA Spec. Publ. No. 19
48. Hansen J., Fung I., Lacis A., Lebedeff S., Rind D., Ruedy R., Russell G., and Stone P. Global climate changes as forecast by the GISS 3-D model. J. Geophys. Res. 98 (1988) 9341-9364
49. 3 leaves to environmental factors. In: Boote K.J., and Loomis R.L. (Eds). In "Modeling Crop Photosynthesis-From Biochemistry to Canopy" (1991), CSSA, Madison, WI 109-140 CSSA Spec. Publ. No. 19
50. Hearn A.B. Growth and performance of cotton in a desert environment. 1. Morphological development of the crop. J. Agric. Sci. (Cambridge) 73 (1969) 65-74
51. Hearn A.B. OZCOT: A simulation model for cotton crop management. Argic. Sys. 44 (1994) 257-259
52. Hesketh J.D., and Low A. Effect of temperature on components of yield and fibre quality of cotton varieties of diverse origin. Cotton Grower Rev. 45 (1968) 243-257
53. Hesketh J.D., Baker D.N., and Duncan W.G. Simulation of growth and yield in cotton. II. Environmental control of morphogenesis. Crop Sci. 12 (1972) 436-439
54. Hodges, H. F., and Reddy, K. R. (1995). Temperature effects on cotton growth and development. "V Congresso Brasileiro de Fisiologia Vegetal, Lavras, Minas Gerais, Brazil, 16-20 July 1995," pp. 35-58
55. Hodges H.F., Reddy V.R., and Reddy K.R. Mepiquat chloride and temperature effects on photosynthesis and respiration of fruiting cotton. Crop Sci. 31 (1991) 1302-1308
56. Hodges H.F., Reddy K.R., McKinion J.M., and Reddy V.R. Temperature effects on cotton. Mississippi Agric. Forestry Exp. Sta. Bull. 990 (1993) Mississippi State, MS
57. Hodges H.F., Whisler F.D., Bridges S.M., Reddy K.R., and McKinion J.M. Simulation in crop management-GOSSYM/COMAX. In: Peart R.M., and Curry R.B. (Eds). In "Agricultural Systems Modeling and Simulation" (1996), Marcel Dekker, New York
58. Hodges T. Temperature and water stress effects on phenology. In: Hodges T. (Ed). In "Predicting Crop Phenology" (1991), CRC Press, Boca Raton, FL 7-13
59. Holt S.J., Stewart J.McD., and McNew R.W. Flower bud development in greenhouse-grown cotton. Crop Sci. 34 (1994) 973-976
60. Hsiao T.L. Plant responses to water stress. Annu. Rev. Plant Physiol. 24 (1973) 519-570
61. Hutmacher R.B., and Krieg D.R. Photosynthetic rate control in cotton: Stomatal and nonstomatal factors. Plant Physiol. 73 (1983) 658-661
62. Intergovernmental Panel on Climate Change (IPCC). "Intergovernmental Panel on Climate Change, Working Group 1. In: Houghton J.T., and Ephraums J.J. (Eds). Climate Change, the IPCC Scientific Assessment" (1990), Cambridge Univ. Press, Cambridge, UK
63. Jackson B.S. Simulating yield development using cotton model COTTAM. In: Hodges T. (Ed). In "Predicting Crop Phenology" (1991), CRC Press, Boca Raton, FL 171-180
64. Jackson R.D. Canopy temperature and crop water stress. In "Advances in Irrigation," 1 (1988), Academic Press, San Diego 43-85
65. Jackson W.A., and Gerik T.J. Boll shedding and boll load in nitrogen-stressed cotton. Agron. J. 82 (1990) 483-488
66. Jordon W.R., and Ritchie J.T. Influence of soil water stress on evaporation, root absorption and internal water status of cotton. Plant Physiol. 48 (1971) 783-788
67. Kaufman P.B., Cassell S.J., and Adams P.A. On the nature of intercalary growth and cellular differentiation in internodes of Avena sativa. Bot. Gaz. 126 (1965) 1-13
68. 2 -A modern record, Mauna Loa. In: Boden T.A., Sepanski E.J., and Stoss F.W. (Eds). In "Trends" 91: A Compendium of Data on Global Change" (1991), Oak Ridge National Laboratory, Oak Ridge, TN 12-15 ORNL/CDIAC-46, Carbon Dioxide Information Analysis Center
69. 2 enrichment on energy balance and evaporation of cotton. Agric. For. Meteorol. 70 (1994) 1-20
70. Kiniry J.R., and Bonhomme R. Predicting maize phenology. In: Hodges T. (Ed). In "Predicting Crop Phenology (1991), CRC Press, Boca Raton, FL 115-131
71. Kleijnen J. Experimentation with models: Statistical design and analysis techniques. In: Cellier F.E. (Ed). In "Progress in Modeling and Simulation" (1982), Academic Press, London 173-185
72. Ladewig A., and Thomas J.K. "A Follow-Up Evaluation of the GOSSYM-COMAX Cotton Program," (1992), Texas Agric. Ext. Serv., College Station, TX 47
73. Landivar J.A., Baker D.N., and Jenkins J.N. The application of GOSSYM to genetic feasibility studies. I. Analysis of fruit abscission and yield in okra-leaf cotton. Crop Sci. 23 (1983) 497-506
74. Law A. Statistical analysis of simulation output data. Oper. Res. 31 (1983) 983-1029
75. Lemmon H.E. COMAX: An expert system for cotton crop management. Science 223 (1986) 29-33
76. Loague K., and Green R.E. Statistical and graphical methods for evaluating solute transport models: Overview and application. J. Contam. Hydrol. 7 (1991) 51-73
77. Longnecker N.E., Kirby E.J.M., and Robson A.D. Leaf emergence, tiller growth and apical development of nitrogen-deficient spring wheat. Crop Sci. 12 (1993) 154-160
78. Low A., Hesketh J.D., and Muramoto H. Some environmental effects on the varietal node number of the first fruiting branch. Cotton Growers Rev. 46 (1969) 181-188
79. Lu Z., Radin J.W., Turcotte J.L., Percy R., and Zeiger E. High yields in advanced lines of pima cotton are associated with higher stomatal conductance, reduced leaf area and low leaf temperature. Physiol. Plant. 92 (1994) 226-272
80. Manabe S., and Wetherald R.T. Large-scale changes of soil wetness induced by an increase in atmospheric carbon dioxide. J. Atmos. Sci. 44 (1987) 1211-1235
81. Marani A., Baker D.N., Reddy V.R., and McKinion J.M. Effect of water stress on canopy senescence and carbon exchange rates in cotton. Crop Sci. 25 (1985) 798-802
82. Mauney J.R. Morphology of the cotton plant. In: Elliot F.C., Hoover M., and Porter W.K. (Eds). In "Advances in Production and Utilization of Quality of Cotton" (1968), Iowa State Univ. Press, Ames 532
83. Mauney J.R. Anatomy and morphology of cultivated cottons. In: Kohl R.J., and Lewis C.F. (Eds). In "Cotton" (1984), ASA-CSSA-SSSA, Madison, WI 59-80 Agronomy Monograph No. 24
84. McKinion J.M., and Baker D.N. Dynamic crop modeling: A synergism of computers, experimental research and the scientific methods. In: Lauenroth W.K., Skogerboe G.V., and Flug M. (Eds). In "Analysis of Ecological Systems: State-of-the-Art in Ecological Modeling" (1983), Elsevier, New York 503-510
85. McKinion J.M., Baker D.N., Whisler F.D., and Lambert J.R. Application of the GOSSYM/COMAX system to cotton crop management. Agric. Sys. 31 (1989) 55-65
86. McMichael B.L., and Hesketh J.D. Field investigations of the response of cotton to water deficits. Field Crops Res. 5 (1982) 319-333
87. Moragham B., Hesketh J.D., and Low A. The effects of temperature and photoperiod on earliness of floral initiation among strains of cotton. Cotton Growers Rev. 45 (1968) 91-100
88. Morrison T.A., Kessler J.R., and Buxton D.R. Maize internode elongation patterns. Crop Sci. 34 (1994) 1055-1060
89. Mutsaers H.J.W. Leaf growth in cotton (Gossypium hirsutum L.)1. Growth in area of main-stem and fruiting branch leaves. Ann. Bot 51 (1983) 503-520
90. Mutsaers H.J.W. Leaf growth in cotton (Gossypium hirsutum L.) 2. The influence of temperature, light, water stress and root restriction on the growth and initiation of leaves. Ann. Bot 51 (1983) 521-529
91. Mutsaers H.J.W. KUTUN: A morphogenetic model for cotton (Gossypium hirsutum L.). Agric. Sys. 14 (1984) 229-257
92. Norman J.M., and Arkebauer T.J. Predicting canopy photosynthesis and light-use efficiency from leaf characteristics. In: Boote K.J., and Loomis R.L. (Eds). In "Modeling Crop Photosynthesis--From Biochemistry to Canopy" (1991), CSSA, Madison, WI 109-140 CSSA Spec. Publ. No. 19
93. Olson R.L., and Wagner T.L. WHIMS, a knowledge based expert system for cotton pest management. AI Appl. 6 (1992) 41-58
94. Oosterhuis D.M., Chipamaunga J., and Bate G.C. Nitrogen uptake of field grown cotton. I. Distribution in plant component in relation to fertilization and yield. Exp. Agric. 19 (1983) 91-101
95. Osman A.M., Goodman P.J., and Cooper J.P. The effect of nitrogen, phosphorus and potassium on rate of growth and photosynthesis in wheat. Photosynthetica 11 (1977) 66-75
96. Parker, P. W., Baker, W. H., McConnel, S. J., Maples, R. I., and Varvil, J. J. (1993). Cotton responses to foliar nitrogen application. In "Proceeding Beltwide Cotton Conferences" (D. J. Herber and D. A. Ritcher, eds.), pp. 1364-1366. National Cotton Council, Memphis, TN
97. Parkin T.B., and Robinson J.A. Analysis of lognormal data. Adv. Soil Sci. 20 (1992) 193-235
98. Pearson R.W., Ratliff L.F., and Taylor H.M. Effect of soil temperature, strength and pH on cotton seedling root elongation. Agron. J. 62 (1970) 243-246
99. Pritsker A. "Introduction to Simulation and Slam II." (1984), Halsted Press/Wiley, New York
100. Radin J.W. Control of plant growth by nitrogen: Differences between cereals and broad leaf species. Plant Cell Environ. 6 (1983) 65-68
101. Radin J.W. Reconciling water-use efficiencies of cotton in field and laboratory. Crop Sci. 32 (1992) 13-18
102. Radin J.W., and Boyer J.S. Control of leaf expansion by nitrogen nutrition in sunflower plants. Role of hydraulic conductivity and turgor. Plant Physiol. 69 (1982) 771-775
103. Radin J.W., and Matthews M.A. Water transport properties of cortical cells in roots of nitrogen- and phosphorus-deficient cotton seedlings. Plant Physiol. 89 (1989) 264-268
104. Radin J.W., and Mauney J.R. The Nitrogen Stress Syndrome. In: Mauney J.R., and Stewart J.M. (Eds). In "Cotton Physiology" (1986), The Cotton Foundation, Memphis, TN 91-105
105. Radin J.W., and Parker L.L. Water relations of cotton plants under nitrogen deficiency. I. Dependence upon leaf structure. Plant Physiol 64 (1979) 495-498
106. Radin J.W., and Parker L.L. Water relations of cotton plants under nitrogen deficiency. II. Environmental interactions on stomata. Plant Physiol 64 (1979) 499-501
107. Radin J.W., and Sell C.R. Growth of cotton plants on nitrate and ammonia nitrogen. Crop Sci. 15 (1975) 707-710
108. Radin J.W., Mauney J.R., and Kerridge P.C. Water uptake by cotton roots during fruit filling in relation to irrigation frequency. Crop Sci. 29 (1989) 1000-1005
109. Rawson H.M. Yield responses to two wheat genotypes to carbon dioxide and temperature in field studies using temperature gradient tunnels. Aust. J. Plant Physiol. 22 (1995) 23-32
110. Reddy K.R., Hodges H.F., McKinion J.M., and Wall G.W. Temperature effects on pima cotton growth and development. Agron. J 84 (1992) 237-243
111. Reddy K.R., Reddy V.R., and Hodges H.F. Temperature effects on early season cotton growth and development. Agron. J 84 (1992) 229-237
112. Reddy K.R., Hodges H.F., and Reddy V.R. Temperature effects on cotton fruit retention. Agron. J 84 (1992) 26-30
113. Reddy K.R., Hodges H.F., and McKinion J.M. Temperature effects on pima cotton leaf growth and development. Agron. J 85 (1993) 681-686
114. Reddy K.R., Hodges H.F., and McKinion J.M. A temperature model for cotton phenology. Biotronic 22 (1993) 47-59
115. Reddy K.R., Hodges H.F., and McKinion J.M. Carbon dioxide and temperature effects on pima cotton development. Agron. J 87 (1995) 820-826
116. Reddy K.R., Boone M.K., Reddy A.R., Hodges H.F., Turner S., and McKinion J.M. Developing and validating a model for a plant growth regulator. Agron. J 87 (1995) 1100-1105
117. Reddy K.R., Hodges H.F., and McKinion J.M. Cotton crop responses to a changing environment. In: Rosenzweig C., et al. (Ed). In "Climate Change and Agriculture: Analysis of Potential International Impacts" (1995), ASA, Madison, WI 3-30 ASA Spec. Publ. No. 59
118. Reddy K.R., Hodges H.F., and McKinion J.M. Carbon dioxide and temperature effects on pima cotton growth. Agric. Ecosys. Environ 54 (1995) 17-29
119. Reddy, K. R., Hodges, H. F., and McKinion, J. M. (1996a). Modeling temperature effects on cotton internode and leaf growth. Crop Sci., in press
120. 2 and temperature on cotton growth and stomatal characteristics. Submitted for publication
121. Reddy V.R. Modeling ethephon and temperature interaction in cotton. Computers Elec. Agric. 13 (1995) 27-35
122. Reddy V.R., Baker D.N., and Jenkins J.N. Validation of GOSSYM: Part II. Mississippi conditions. Agric. Sys. 17 (1985) 133-154
123. Reddy V.R., Baker D.N., and McKinion J.M. Analysis of effects of atmospheric carbon dioxide and ozone on cotton yield trends. J. Environ. Qual 18 (1989) 427-432
124. Reddy V.R., Baker D.N., and McKinion J.M. Analysis of atmospheric carbon dioxide and ozone on cotton yield trends. J. Environ. Qual 18 (1989) 427-432
125. Reddy V.R., Reddy K.R., and Baker D.N. Temperature effect on growth and development of cotton during the fruiting period. Agron. J. 83 (1991) 211-217
126. Reddy V.R., Reddy K.R., Acock M.C., and Trent A. Carbon dioxide enrichment and temperature effects on root growth in cotton. Biotronic 23 (1994) 47-57
127. Reddy V.R., Reddy K.R., and Acock B. Carbon dioxide and temperature effects on cotton leaf initiation and development. Biotronic 23 (1994) 59-74
128. Reddy V.R., Reddy K.R., and Hodges H.F. Carbon dioxide enrichment and temperature effects on cotton canopy photosynthesis, transpiration, and water-use efficiency. Field Crops Res. 41 (1995) 13-23
129. Reich P.B., and Walters M.B. Photosynthesis-nitrogen relations in Amazonian tree species. II. Variation in nitrogen vis-a-vis specific leaf area influences mass- and area-based expression. Oecologia 97 (1994) 73-81
130. Reynolds M. Estimating the error in model predictions. For. Sci. 30 (1984) 454-469
131. Ritchie J.T., and NeSmith D.S. Temperature and crop development. In: Hanks J., and Ritchie J.T. (Eds). In "Modeling Plant and Soil Systems" (1991), ASA, Madison, WI 5-29 ASA Monograph No. 31
132. Robson M.J., and Deacon M.J. Nitrogen deficiency in small closed communities of S24 ryegrass. II. Changes in the weight and chemical composition of single leaves during their growth and death. Ann. Bot. 42 (1978) 1199-1213
133. 2 . In: Trabalka J.R., and Reichle D.E. (Eds). In "The Changing Carbon Cycle: A Global Analysis" (1986), Springer-Verlag, New York 474-490
134. Ryle G.J.A., and Hesketh J.D. Carbon dioxide uptake in nitrogen-deficient plants. Crop Sci. 9 (1969) 451-454
135. Sachs R.M. Stem elongation. Annu. Rev. Plant Physiol. 16 (1965) 73-97
136. Sadras V.O. Compensatory growth in cotton after loss of reproductive organs. Field Crops Res. 40 (1995) 1-18
137. Schneider S.H. The greenhouse effect-Science and policy. Science 243 (1989) 771-781
138. Sequeira R.A., Sharpe P.J.H., Stone N.D., El-Zik K.M., and Makela M.E. Object oriented simulation: Plant growth and discrete organ to organ interaction. Ecol. Modl. 58 (1991) 55-89
139. Sequeira R.A., Olson R.L., Willers J.L., and McKinion J.M. Automating the parameterization of mathematical models using genetic algorithms. Computers Elec. Agric. 11 (1994) 265-290
140. Shaffer M. Estimating confidence bands for soil-crop simulation models. Soil Sci. Soc. Am. J. 52 (1988) 1782-1789
141. Shannon R. "Systems Simulation: The Art and Science." (1975), Prentice Hall, Englewood Cliffs, NJ
142. Shimshi D., and Kafkafi U. The effect of supplemental irrigation and nitrogen fertilization on wheat, Triticum aestivum L. Irrigation Sci. 1 (1978) 27-38
143. Sinclair R.O. Canopy carbon assimilation and crop radiation-use efficiency dependence on leaf nitrogen content. In: Boote K.J., and Loomis R.L. (Eds). In "Modeling Crop Photosynthesis-From Biochemistry to Canopy" (1991), CSSA, Madison, WI 109-140 CSSA Spec. Publ. No. 19
144. Sinclair R.O., and Horie T. Leaf nitrogen, photosynthesis, and crop radiation use efficiency: A review. Crop Sci. 29 (1989) 90-98
145. Sinclair T.R. Mineral nutrition and plant growth response to climate change. J. Exp. Bot. 43 (1992) 1141-1146
146. Single W.V. The influence of nitrogen supply on the fertility of the wheat ear. Aust. J. Exp. Agric. Animal Hus. 4 (1964) 165-168
147. 14 C to water stress. Plant Physiol. 64 (1979) 852-856
148. Talpaz H., Da Roza G.D., and Hearn A.B. Parameter estimation and calibration of simulation models as a non-linear optimization problem. Agric. Sys. 23 (1987) 107-116
149. Terry N. Developmental physiology of sugar-beet. II. Effects of temperature and nitrogen supply on the growth, soluble carbohydrate content and nitrogen content of leaves and roots. J. Exp. Bot. 21 (1970) 477-498
150. Tewolde, H., Fernandez, C. J., and Foss, D. (1993). Growth, yield and maturity of nitrogen and phosphorus deficient pima cotton. In "Proceeding Beltwide Cotton Conferences" (D. J. Herber and D. A. Ritcher, eds.), pp. 1184-1190. National Cotton Council, Memphis, TN
151. Tolley-Henry L., and Raper C.D. Expansion and photosynthetic rate of leaves of soybean plants during onset of and recovery from nitrogen stress. Bot. Gaz. 147 (1986) 400-406
152. Turner N.C., Hearn A.B., Begg J.E., and Constable G.A. Cotton (Gossypium hirsutum L.): Physiological and morphological responses to water deficits and their relationship to yield. Field Crops Res. 14 (1986) 153-170
153. U.S. Department of Agriculture (USDA). "Agricultural Statistics 1989." (1989), U.S., Government Printing Office, Washington, DC
154. Wagner T.L., Akins D.C., Willers J.L., and Williams M.R. User's guide for rbWHIMS: An expert system for managing cotton arthropod pests in the Midsouth. Mississippi Agric. Exp. Sta. Tech. Bull 207 (1995) Mississippi State, MS
155. Wagner T.L., Williams M.R., Willers J.L., Akins D.C., Olson R.L., and McKinion J.M. Knowledge-base of rbWHIMS: An expert system for managing cotton arthropod pests in the Midsouth. Mississippi Agric. Exp. Sta. Tech. Bull. 205 (1995) Mississippi State, MS
156. Waldeigh C.H. Growth status of the cotton plants as influenced by the supply of nitrogen. Arkansas Agric. Exp. Sta. Bull. No. 446 (1944) Fayetteville, AR
157. Wall G.W., Amthor J.S., and Kimball B.A. COTCO2: A cotton growth simulation model for global change. Agric. For. Meteorol. 70 (1994) 289-342
158. Wardlaw I.F., and Wrigley C.W. Heat tolerance in temperate cereals: An overview. Aust. J. Plant Phsyiol. 21 (1994) 695-703
159. 2 with an atmospheric general circulation model coupled to a simple mixed-layer ocean model. J. Geophys. Res. 89 (1984) 9475-9503
160. Welch S.M., Croft B.A., and Michels M.F. Validation of pest management models. Environ. Soc. Am. 10 (1981) 425-432
161. Wells R., and Meredith W.R. Comparative growth of obsolete and modern cotton cultivars. III. Relationship of yield to observed growth characteristics. Crop Sci. 24 (1984) 868-872
162. Whisler F.D., Lambert J.R., and Landivar J.A. "Predicting Tillage Effects on Cotton Growth and Yield. Predicting Tillage Effects on Soil Physical Properties and Processes," (1982), ASA, CSSA, SSSA, Madison, WI 179-198
163. Whisler F.D., Acock B., Baker D.N., Fye R.E., Hodges H.F., Lambert J.R., Lemon H.E., McKinion J.M., and Reddy V.R. Crop simulation models in agronomic systems. Adv. Agron. 40 (1986) 142-208
164. Whisler F.D., Reddy V.R., Baker D.N., and McKinion J.M. Analysis of the effects of soil compaction on cotton yield trends. Agric. Sys. 42 (1993) 199-207
165. Willers, J. L., Yatham, S. R., Williams, M. R., and Akins, D. C. (1992). Utilization of the line-intercept method to estimate the coverage, density, and average length of row skips in cotton and other row crops. In "Proceedings of Applied Statistics in Agriculture: Kansas State University." Kansas State Univ., Manhattan
166. Willers J.L., Wagner T.L., Sequeira R.A., Theseira G.W., and Boykin D.L. Analysis of deterministic simulation models using methods applicable to two-way treatment structures without replication. Agron. J. 87 (1995) 478-492
167. Williams M.R., Wagner T.L., Willers J.L., and Olson R.L. Scouting protocol for arthropod pests of cotton in the Midsouth. Mississippi Agric. For. Exp. Sta. Bull. 977 (1991) Mississippi State, MS
168. Williams, M. R., Wagner, T. L., and Willers, J. L. (1995). Revised protocol for scouting arthropod pests of cotton in the Midsouth. Mississippi Agric. For. Exp. Sta. Bull., Mississippi State, MS (in press)
169. 2 climate sensitivity experiment with global climate model including a simple ocean. J. Geophys. Res. 92 (1987) 13315-13343
170. 4 plants. Oecologia (Berlin) 44 (1979) 68-74
171. 2 during ontogeny. Plant Physiol. 78 (1985) 821-825
172. Yoshida S., and Coronel V. Nitrogen nutrition, leaf resistance and leaf photosynthetic rate of the rice plant. Soil Sci. Plant Nutr. 22 (1976) 207-211