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Modeling Soybean Growth for Crop Management
Abstract
ABSTRACT Asoybean (Glycine max (L.) Merr.) crop growth simulation model (SOYGRO) was developed to aid farm managers in making irrigation and pest management decisions. Non-linear first order differential equations describe dry matter rates of change, accumulation and depletion of protein pools, and changes in shell and seed numbers. Two data sets from defoliation and irrigation experiments were used for calibration and validation of the model. The model responds well to drought and defoliation stresses for two test cases. Sensitivity analyses of SOYGRO revealed that simulated yield was most sensitive to changes in gross photosynthesis and growth respiration. The sensitivity of simulated yield to changes in model parameters was increased by the occurrence of either water or defoliation stress.
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Cited by
The DSSAT cropping system model
Jones, J. W., Hoogenboom, G., Porter, C. H., Boote, K. J., Batchelor, W. D., Hunt, L. A., Wilkens, P. W., Singh, U., Gijsman, A. J., & Ritchie, J. T. (2003) · European Journal of Agronomy · doi:10.1016/s1161-0301(02)00107-7 · Cited by 4,465
Self-citationMcCown, R. L., Hammer, G. L., Hargreaves, J. N. G., Holzworth, D. P., & Freebairn, D. M. (1996) · Agricultural Systems · doi:10.1016/0308-521x(94)00055-v · Cited by 930
Modelling biomass production and yield of horticultural crops: a review
Marcelis, L. F. M., Heuvelink, E., & Goudriaan, J. (1998) · Scientia Horticulturae · doi:10.1016/s0304-4238(98)00083-1 · Cited by 503
COTCO2: a cotton growth simulation model for global change
Wall, G. W., Amthor, J. S., & Kimball, B. A. (1994) · Agricultural and Forest Meteorology · doi:10.1016/0168-1923(94)90064-7 · Cited by 55
Exploring the Use of the Environmental Productivity Index Concept for Crop Production and Modeling
Raja Reddy, K., Kakani, V. G., & Hodges, H. F. (2008) · Advances in Agricultural Systems Modeling · doi:10.2134/advagricsystmodel1.c13 · Cited by 28
Metadata
- Authors
- Wilkerson, G. G., Jones, J. W., Boote, K. J., Ingram, K. T., & Mishoe, J. W.
- Venue
- Transactions of the ASAE
- Published
- 1983
- Volume
- 26
- Issue
- 1
- Pages
- 0063-0073
- ISSN
- 0001-2351 (ISSN-L)
- 2151-0059
- OpenAlex
- W2056148320
- Cited by
- 244
- References
- 0
- FWCI
- 7.34
- Type
- journal article
- Language
- en
- Open access
- closed
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- Wilkerson, G. G., Jones, J. W., Boote, K. J., Ingram, K. T., & Mishoe, J. W. (1983). Modeling Soybean Growth for Crop Management. Transactions of the ASAE. https://doi.org/10.13031/2013.33877
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
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