Pedotransfer Functions Analysis
using Data Mining
The general goal of this research line is to develop models to evaluate pedotransfer functions, both identifying their potential and limitations based on error analysis.
Status: Inactive
Papers published
02
BOSCHI, R.S. ; BOCCA, F. F. ; ASSAD, M.L.R.C.L. ; ASSAD, E. D.. How accurate are pedotransfer functions for bulk density for Brazilian soils?. Scientia Agricola, v. 75, p. 70-78, 2018.
1
BOSCHI, R. S.; RODRIGUES, L. H. A.; LOPES-ASSAD, M. L. R. C. Analysis of Patterns of Pedotransfer Function Estimates: An Approach Based on Classification Trees. Soil Science Society of America Journal, v. 79, p. 1-10, 2015.
02
BOSCHI, R.S. ; RODRIGUES, L. H. A. ; ASSAD, M.L.R.C.L. Using Classification Trees to Evaluate the Performance of Pedotransfer Functions. Vadose Zone Journal, v. 13, p. 1-8, 2014.
Participation in events
1
BOSCHI, R. S.; BOCCA, F. F. ; LOPES ASSAD, M.L. ; ASSAD, E. D. . Are pedotransfer functions for bulk density accurate in a different environment from those used to develop them?. In: 3rd Brazilian Soil Physics Meeting, 2015, Curitiba. 3rd Brazilian Soil Physics Meeting, 2015.
1
VELOSO, M. P. V.; RODRIGUES, L. H. A.. Use of Data Mining Techniques to obtain rules and standards regarding Pedotransfer Functions developed for Soil Water Retention. In: XXIII Congresso de Iniciação Científica da Unicamp, 2015.
1
RODRIGUES, L. H. A.; VELOSO, M.P.V. Visual Identification of Errors for Soil Water Retention Pedotransfer Functions. In: International Conference of Agricultural Engineering - AgEng 2014 Zurich, 2014, Zurich, Switzerland. Proceedings of the AgEng 2014, 2014.
1
BOSCHI, R.S. ; RODRIGUES, L. H. A. ; ASSAD, M.L.R.C.L. . Evaluation of Pedotransfer Functions On Estimating Soil Water Retention By Using Decision Tree Induction Technique. In: International Annual Meetings 'Water, Food, Energy & Innovation for a Sustainable World', 2013, Tampa, Florida, USA. Proceedings of the 2013 International Annual Meeting "Water, Food, Energy & Innovation for a Sustainable World". Madison, WI, USA: American Society of Agronomy, Crop Science Society of America and Soil Science Society of America, 2013. v. 1. p. 1-1.