Computational routines for the automatic selection of the best parameters used by interpolation methods to create thematic maps

•Optimization of selection of data interpolation methods used to create thematic maps.•Selection of the best semivariogram parameters.•Selection of the best exponent for inverse distance weighting interpolation method.•Selection of the best interpolation method. In precision agriculture, soil and pl...

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Veröffentlicht in:	Computers and electronics in agriculture 2019-02, Vol.157, p.49-62
Hauptverfasser:	Betzek, Nelson Miguel, Souza, Eduardo Godoy de, Bazzi, Claudio Leones, Schenatto, Kelyn, Gavioli, Alan, Magalhães, Paulo S. Graziano
Format:	Artikel
Sprache:	eng
Schlagworte:	Agricultural practices Agriculture Agrochemicals Agronomy Automation Corn Cross-validation Data acquisition Dependence Functions (mathematics) Interpolation Inverse distance Kriging Kriging interpolation Methods Organic chemistry Parameter identification Polynomials Production methods Routines Semivariogram Soybeans Statistical methods Test procedures Thematic mapping Triangulation
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