Abstract
The soybean [Glycine max (L.) Merr.] industry is interested in cultivar and climate effects on seed composition. These factors may underlie the known geographic variation in seed protein and oil concentrations. Regression analyses were used to test hypotheses of the effect of temperature and cultivar on oil and protein concentrations of soybean seed using a large data set from the U.S.A. Soybean Uniform Tests. The data set included 20 cultivars representing 10 maturity groups across 60 locations (latitude 29.4 to 47.5° N) for a total of 1863 cultivar by location by year observations. Temperature was determined for each observation as the average daily mean temperature from predicted first pod (first pod at least 5 mm long), using the SOYGRO phenology model, to observed maturity. The mean temperature ranged from 14.6 to 28.7°C among the observations. Linear, quadratic, and linear plateau regression models of oil and protein concentrations vs. temperature were evaluated. The quadratic model gave the best-adjusted R 2 values for oil and protein with temperature, of 0.239 and 0.003, respectively. The analyses showed that the oil concentration increased with increasing temperature and approached a maximum at a mean temperature of 28°C. Unaccounted variation in the protein concentration may be from other factors such as photoperiod, water stress, or high temperatures during seed fill. Protein plus oil had a linear relationship with temperature (adjusted partial R 2=0.183). These data document the contribution of climate and cultivar to geographic variability of oil and protein concentrations in the United States.
Similar content being viewed by others
References
Bils, R.F., and R.W. Howell, Biochemical and Cytological Changes in Developing Soybean Cotyledons, Crop Sci. 3:304–308 (1963).
Hymowitz, T., F.I. Collins, J. Panczer, and W.M. Walker, Relationship Between the Content of Oil, Protein, and Sugar in Soybean Seed, Agron. J. 64:613–616 (1972).
Watanabe, I., and T. Nagasawa, Appearance and Chemical Composition of Soybean Seeds in Germplasm Collection of Japan II. Correlations Among Protein, Lipid and Carbohydrate Percentage, Japan Jour. Crop Sci. 59:661–666 (1990).
Weber, C.R., Inheritance and Interrelation of Some Agronomic and Chemical Characters in an Interspecific Cross in Soybeans. Glycine max × G. ussuriensis, Iowa Agricultural Experiment Station Research Bulletin No. 374, Ames, 1950.
Burton, J.W. Quantitative Genetics; Results Relevant to Soybean Breeding, in Soybeans: Improvement, Production, and Uses, 2nd edn., Agronomy Monograph No. 16, edited by J.R. Wilcox, Agronomy Society of America-Crop Science Society of America-Soil Science Society of America, Madison, pp. 589–629, 1987.
Hurburgh, C.R., Jr., T.J. Brumm, J.M. Guinn, and R.A. Hartwig, Protein and Oil Patterns in U.S. and World Soybean Markets, J. Am. Oil Chem. Soc. 67:966–973 (1990).
Gibson, L.R., and R.E. Mullen, Soybean Seed Composition Under High Day and Night Growth Temperatures, Ibid.:733–737 (1996).
Keirstead, C.H., Marketing Study of Factors Affecting the Quantity and Value of Products Obtained from Soybeans, U.S. Department of Agriculture, Production and Marketing Administration, U.S. Government Printing Office, Washington, DC, 1952, 35 pp.
Serretti, C., Influence of High Protein, Genotype, and Environment on Protein Quality of Soybean, Master’s Thesis, Kansas State University, Manhattan, Kansas, 1993.
Kane, M.V., C.C. Steele, L.J. Grabau, C.T. MacKown, and D.F. Hildebrand, Early-Maturing Soybean Cropping System: III. Protein and Oil Contents and Oil Composition, Agron. J. 89:464–469 (1997).
Sato, K., and T. Ikeda, The Growth Responses of Soybean to Photoperiod and Temperature. IV. The Effect of Temperature During the Ripening Period on the Yield and Characters of Seeds, Jpn. J. Crop. Sci. 48:283–290 (1979).
Wolf, R.B., J.F. Cavins, R. Kleiman, and L.T. Black, Effect of Temperature on Soybean Seed Constitutents: Oil, Protein, Moisture, Fatty Acids, Amino Acids, and Sugars, J. Am. Oil Chem. Soc. 59:230–232 (1982).
Dornbos, D.L., Jr., and R.E. Mullen, Soybean Seed Protein and Oil Contents and Fatty Acid Composition Adjustments by Drought and Temperature, Ibid.:228–231 (1992).
Cure, J.D., R.P. Patterson, C.D. Raper, Jr., and W.A. Jackson, Assimilate Distribution in Soybeans as Affected by Photoperiod During Seed Development, Crop Sci. 22:1245–1250 (1982).
Breene, W.M., S. Lin, L. Hardman, and J. Orf, Protein and Oil Content of Soybeans from Different Geographic Locations, J. Am. Oil Chem. Soc. 65:1927–1931 (1988).
Voldeng, H.D., E.R. Cober, D.J. Home, C. Gillard, and M.J. Morrison, Fifty-eight years of Genetic Improvement of Shortseason Soybean Cultivars in Canada, Crop Sci. 37:428–431 (1997).
Wilcox, J.R., W.T. Schapaugh, Jr., R.L. Bernard, R.L. Cooper, W.R. Fehr, and M.H. Nichaus, Genetic Improvement of Soybean in the Midwest, Ibid.:803–805 (1979).
Piper, E.L., K.J. Boote, and J.W. Jones, Evaluation and Improvement of Crop Models Using Regional Cultivar Trial Data, App. Eng. Agric. 14:435–446 (1998).
Piper, E.L., K.J. Boote, J.W. Jones, and S.S. Grimm, Comparison of Two Phenology Models for Predicting Flowering and Maturity Date of Soybean, Crop Sci. 36:1606–1614 (1996).
Steel, R.G.D., and J.H. Torrie, Principles and Procedures of Statistics, 2nd edn., McGraw-Hill, New York, 1980, pp. 311–344.
Piper, E.L., M.L. Swearingin, and W.E. Nyquist, Postemergence Wheel-Traffic Effects on Plant Population and Yield in Solid-Seeded Soybean, J. Prod. Agric. 2:250–256 (1989).
SAS, SAS® Procedures Guide for Personal Computers, Release 6.03 Edition, SAS Institute Inc., Cary, 1988, 441 pp.
Cartter, J.L., and T.H. Hopper, Influence of Variety, Environment, and Fertility Level on the Chemical Composition of Soybean Seed, USDA Technical Bulletin 787, U.S. Government Printing Office, Washington, DC, 1942.
Howell, R.W., and J.L. Cartter, Physiological Factors Affecting Composition of Soybeans: II. Response of Oil and Other Constituents of Soybeans to Temperature Under Controlled Conditions, Agron. J. 50:664–667 (1958).
Maestri, D.M., D.O. Labuckas, J.M. Meriles, A.L. Lamarque, J.A. Zygadlo, and C.A. Guzman, Seed Composition of Soybean Cultivars Evaluated in Different Regions, J. Sci. Food Agric. 77:494–498 (1998).
Serretti, C., W.T. Schapaugh, Jr., and R.C. Leffel, Amino Acid Profile of High Seed Protein Soybean, Crop Sci. 34:207–209 (1994).
Hildebrand, P.E., Modified Stability Analysis of Farmer-Managed, On-Farm Trials, Agron. J. 76:271–274 (1984).
Raun, W.R., H.J. Barreto, and R.L. Westerman, Use of Stability Analysis for Long-Term Soil Fertility Experimnts, Ibid.:159–167 (1993).
Weiss, M.G., C.R. Weber, L.F. Williams, and A.H. Probst, Correlation of Agronomic Characters and Temperature With Seed Compositional Characters in Soybeans, as Influenced by Variety and Time of Planting, Ibid.:289–297 (1952).
Rose, I.A., Effects of Moisture Stress on the Oil and Protein Components of Soybean Seeds, Aust. J. Agric. Res. 39:163–170 (1988).
Author information
Authors and Affiliations
Corresponding author
About this article
Cite this article
Piper, E.L., Boote, K.I. Temperature and cultivar effects on soybean seed oil and protein concentrations. J Am Oil Chem Soc 76, 1233–1241 (1999). https://doi.org/10.1007/s11746-999-0099-y
Received:
Accepted:
Issue Date:
DOI: https://doi.org/10.1007/s11746-999-0099-y