Empirical Modeling of Relationships between Sorghum Yield and Soil Properties

Precision Agriculture

Volumn 1, Issue 3, 1999, Pages 249-276

  Shatar, T M ^a   Mcbratney, A B ^a  

^a UNIVERSITY OF SYDNEY   (Australia)

Author keywords

Empirical modeling; Field scale; Yield response; Yield variation

Indexed keywords

EID: 0000692371     PISSN: 13852256     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1009968907612     Document Type: Article

References (23)

1. B. Acock and Y. A. Pachepsky, in Precision Agriculture '97 Volume I: Spatial Variability in Soil and Crop, edited by J. V. Stafford (BIOS Scientific Publishers Ltd., Oxford, 1997), p. 397.
2. V. Barnett, S. Landau, J. J. Colls, J. Craigon, R. A. C. Mitchell, and R. W. Payne, in Precision Agriculture: Spatial and Temporal Variability of Environmental Quality, edited by J. V. Lake, G. R. Bock, and J. A. Goode (John Wiley & Sons, Chichester, 1997), p. 79.
3. G. W. Buchleiter, W. C. Bausch, H. R. Duke, and D. F. Heermann, in Precision Agriculture '97 Volume I: Spatial Variability in Soil and Crop, edited by J. V. Stafford (BIOS Scientific Publishers Ltd., Oxford, 1997), p. 351.
4. C. A. Cambardella, T. S. Colvin, D. L. Karlen, S. D. Logsdon, E. C. Berry, J. K. Radke, T. C. Kaspar, T. B. Parkin, and D. B. Jaynes, in Proceedings of the Third International Conference on Precision Agriculture, edited by P. C. Robert, R. H. Rust, and W. E. Larson (ASA, CSSA, SSSA, Madison, 1996), p. 189.
5. C. Daniel and F. S. Wood, Fitting Equations to Data (Wiley-Interscience, New York, 1971), p. 86.
6. P. R. Day, Soil Science Society of America Proceedings 35, 54 (1956).
7. J. H. Friedman and W. Stuetzle, Journal of the American Statistical Association 76, 817 (1981).
8. W. H. Gardner, in Methods of Soil Analysis: Part 1 - Physical and Mineralogical Methods (2nd edn.), edited by A. Klute (Soil Science Society of America Inc, Madison, 1986), p. 493.
9. T. J. Hastie, in Statistical Models in S, edited by J. M. Chambers and T. J. Hastie (Wadsworth and Brooks/Cole Advanced Books and Software, California, 1992), p. 249.
10. T. J. Hastie and R. J. Tibshirani, Generalized Additive Models (Chapman and Hall, London, 1996), Chapter 6.
11. R. F. Isbell, The Australian Soil Classification (CSIRO Publishing, Melbourne, 1996), p. 102.
12. A. P. Mallarino, P. N. Hinz, and E. S. Oyarzabal, in Proceedings of the Third International Conference on Precision Agriculture, edited by P. C. Robert, R. H. Rust, and W. E. Larson (ASA, CSSA, SSSA, Madison, 1996), p. 151.
13. W. C. Mayaki, L. R. Stone, and I. D. Teare, Agronomy Journal 68, 532 (1976).
14. A. B. McBratney and M. J. Pringle, in Precision Agriculture '97 Volume I: Spatial Variability in Soil and Crop, edited by J. V. Stafford (BIOS Scientific Publishers Ltd., Oxford, 1997), p. 3.
15. A. B. McBratney, B. M. Whelan, and T. M. Shatar, in Precision Agriculture: Spatial and Temporal Variability of Environmental Quality, edited by J. V. Lake, G. R. Bock, and J. A. Goode (John Wiley & Sons, Chichester, 1997), p 141.
16. M. Moore, in Proceedings of the Seminar on Site Specific Farming, S. E. Olesen (Ed.) (Danish Institute of Plant and Soil Science, Tjele, 1995), p. 123.
17. Y. A. Pachepsky, D. Timlin, and G. Varallyay, Soil Science Society of America Journal 60, 727 (1996).
18. S. Pocknee, B. C. Boydell, H. M. Green, D. J. Waters, and C. K. Kvien, in Proceedings of the Third International Conference on Precision Agriculture, edited by P. C. Robert, R. H. Rust, and W. E. Larson (ASA, CSSA, SSSA, Madison, 1996), p. 159.
19. G. E. Rayment and F. R. Higginson, Australian Laboratory Handbook of Soil and Water Chemical Methods (Inkata Press, Melbourne, 1992).
20. Statistical Sciences, S-Plus Guide to Statistical and Mathematical Analysis (Statsci, Seattle, 1995).
21. K. A. Sudduth, S. T. Drummond, S. J. Birrell, and N. R. Kitchen, in Proceedings of the Third International Conference on Precision Agriculture, edited by P. C. Robert, R. H. Rust, and W. E. Larson (ASA, CSSA, SSSA, Madison, 1996), p. 129.
22. K. A. Sudduth, S. T. Drummond, S. J. Birrell, and N. R. Kitchen, in Precision Agriculture '97 Volume I: Spatial Variability in Soil and Crop, edited by J. V. Stafford (BIOS Scientific Publishers Ltd, Oxford, 1997), p. 439.
23. W. N. Venables and B. D. Ripley, Modern Applied Statistics with S-Plus (Springer-Verlag, New York, 1994), Chapters 10 and 13.