Geostatistical Analysis and Design of Optimal Spatial Sampling Networks

Estimation of the variogram through trimmed mean, radial basis functions (optimization, prediction and cross-validation), summary statistics from cross-validation, pocket plot, and design of optimal sampling networks through sequential and simultaneous points methods.


Reference manual

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1.0-2 by Alí Santacruz, 6 years ago

Browse source code at

Authors: Carlos Melo <[email protected]> , Alí Santacruz , Oscar Melo <[email protected]>

Documentation:   PDF Manual  

Task views: Analysis of Spatial Data, Design of Experiments (DoE) & Analysis of Experimental Data

GPL (>= 2) license

Imports limSolve, fields, gsl, plyr, TeachingDemos, sgeostat, grDevices, stats, methods, graphics, utils

Depends on gstat, genalg, MASS, sp, minqa

Imported by geosptdb.

See at CRAN