Management zones definition using soil chemical and physical attributes in a soybean area

Engenharia Agricola

Volumn 33, Issue 5, 2013, Pages 952-964

  Bazzi, Claudio L ^a   Souza, Eduardo G ^b   Uribe Opazo, Miguel A ^b   Nóbrega, Lúcia H P ^b   Rocha, Davi M ^b  

^a UNIVERSIDADE TECNOLÓGICA FEDERAL DO PARANÁ   (Brazil)

^b UNIVERSIDADE ESTADUAL DO OESTE DO PARANÁ   (Brazil)

Author keywords

Autocorrelation; Cross correlation; Fuzzy clustering; Management zones; Precision agriculture; Spatial variability

Indexed keywords

EID: 84890038133     PISSN: 01006916     EISSN: 18094430     Source Type: Journal    
DOI: 10.1590/S0100-69162013000500007     Document Type: Article

References (18)

1. Bezdek, C. J. Pattern recognition with fuzzy objective function algorithms. New York: Plenum Press, 1981. 256 p.
2. Bonham, C.D.; Reich, R.M; Leader, K.K. Spatial cross-correlation of Bouteloua gracilis with site factors, Grassland Science, Tochigi, v.41, n.1, p.196-201, 1995.
3. Costa, J.M.; Oliveira, E.F. de. Fertilidade do solo e nutrição de plantas: culturas: soja-milho-trigo-algodão-feijão. 2. ed. Campo Mourão: COAMO, COODETEC, 2001. 93 p.
4. Doerge, T.A. Management zones concepts. Site-specific management guidelines. Norcross: Potash & Phosphate Institute, 2000, 135 p.
5. Franzen, D.W., and T.R. Peck. Field soil sampling density for variable rate fertilization. Journal of Prodution Agriculture, Madison, v.8, n.4, p.568-574, 1995.
6. Iliadis, L.S.; Vangeloudh, M.; Spartalis, S. An inteligent system employing an enhanced fuzzy C-Means clustering model: Application in the case of forest fires. Computers and Eletronics in Agriculture, Netherlands, v.70, n.1, p.276-284, 2010.
7. Khosla, R.; Inmann, D.; Westfall, D.G.; Reich, R. M.; Frasier, M.; Mzuku, M.; Koch, B.; Hornung, A. A synthesis of multi-disciplinary research in precision agriculture: site-specific management zones in the semi-arid western Great Plains of the USA. Precision Agriculture, Dordrecht, v.9, n.1, p. 85-100, 2008.
8. Mielke, P.W.J; Berry, K.J. Permutation methods: a distance function approach. New York: Springer, 2007. 439 p.
9. Ortega, R.A.; Santibáñez, O.A. Determination of management zones in corn (Zea mays L.) based in soil fertility. Computers and Eletronics in Agriculture, Netherlands, v.58, n.1, p.49-59, 2007.
10. Pimentel, F.G.; Garcia, G.H. Estatística aplicada a experimentos agronômicos e florestais. Piracicaba: Biblioteca de Ciências Agrárias Luiz de Queiroz, 2002. 307 p.
11. Pedroso, M; Taylor, J.; Tisseyre, B.; Charnomordic, B.; Guillaume, S. A segmentation algorithm for the delineation of agricultural management zones. Computers and Eletronics in Agriculture, Netherlands, v.70, n.1, p.199-208. 2010.
12. Rodrigues Jr, F.A.; Vieira, L.B.; Queiroz, D.M.; Santos, N.T. Geração de zonas de manejo para cafeicultura empregando-se sensor SPAD e análise foliar. Campina Grande. Revista Brasileira de Engenharia Agrícola e Ambiental, Campina Grande, v.15, n.8, p.778-787, 2011.
13. Roudier, P.; Tisseyre, B.; Poilvé, H.; Roger, J.M. Management zone delineation using a modified watershed algorithm. Precision Agriculture, Dordrecht, v.9, n.5, p.233-250, 2008.
14. Suszek, G.; Souza, E.G.; Uribe-Opazo, M.A.; Nóbrega, L.H.P. Determination of management zones from normalized and standardized equivalent productivity maps in the soybean culture. Engenharia Agrícola, Jaboticabal, v.32, n.5, p.895-905, 2012.
15. Tavares-Silva, C. A.; Souza, E. G.; Nóbrega, L. H. P.; Santos, D.; Gonçalves Jr., A. C. Analysis of Ca, Mg attributes and Al saturation (m%) and dry mass of cover crops under crop rotation. International Journal of Food, Agriculture and Environment, Rome, v. 10, p. 441-444, 2012.
16. Taylor, J.A.; Mcbratney, A.B.; Whelan, B.M. Establishing management classes for broadacre agricultural production. Agronomy Journal, Madison, v.99, p.1366-1376, 2007.
17. Xiang, L. Delineation and Scale Effect of Precision Agriculture Management Zones Using Yield Monitor Data Over Four Years. Agriculture Sciences, Maryland, v.6, n.2, p.180-188, 2007.
18. Yan, L.; Zhou, S.; Feng. L.; Hong-Yi, L. Delineation of site-specific management zones using fuzzy clustering analysis in a coastal saline land. Computer and Electronics in Agriculture, Netherlands, v.1, n.25, p.174-186, 2007.