geospt: Geostatistical Analysis and Design of Optimal Spatial Sampling Networks

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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.

Author
Carlos Melo <cmelo@udistrital.edu.co>, Al Santacruz, Oscar Melo <oomelom@unal.edu.co>
Date of publication
2015-08-13 08:35:24
Maintainer
Al Santacruz <amsantac@unal.edu.co>
License
GPL (>= 2)
Version
1.0-2

View on CRAN

Man pages

bestnet
Generate a SpatialPoints object corresponding to the best...
bp.with.outlier.label
geospt internal function
COSha10
Soil organic carbon database at a sampling depth of 0-10 cm
COSha10map
Map of total soil carbon stock (t/ha) at 0-10 cm depth
COSha30
Soil organic carbon database at a sampling depth of 0-30 cm
COSha30map
Map of total soil carbon stock (t/ha) at 0-30 cm depth
criterio.cv
Cross-validation summaries
est.variograms
Variogram Estimator
extractFormula
geospt internal function
geospt-package
Geostatistical Analysis and Design of Optimal Spatial...
graph.rbf
Graph that describes the behavior of the optimized _eta_ and...
lalib
Map of boundary enclosing La Libertad Research Center
network.design
Generating 'ASEPE' associated with a conditioned network...
pocket.plot
graphs the probability or standardized variance in the...
preci
Empirical data related to rainfall
rbf
gaussian, exponential, trigonometric, thin plate spline,...
rbf.cv
rbf cross validation leave-one-out
rbf.cv1
Generates a RMSPE value, result of cross validation...
RBF.phi
radial basis function evaluation
rbf.tcv
table of rbf cross validation, leave-one-out
samplePts
sample _n_ point locations in (or on) a spatial object
seqPtsOptNet
Design of optimal sampling networks through the sequential...
simPtsOptNet
Design of optimal sampling networks through the simultaneous...

Files in this package

geospt
geospt/inst
geospt/inst/CITATION
geospt/NAMESPACE
geospt/demo
geospt/demo/00Index
geospt/demo/geosptDemo.R
geospt/data
geospt/data/preci.rda
geospt/data/COSha30.rda
geospt/data/lalib.rda
geospt/data/COSha30map.rda
geospt/data/COSha10.rda
geospt/data/COSha10map.rda
geospt/R
geospt/R/simPtsOptNet.R
geospt/R/bp.with.outlier.label.R
geospt/R/rbf.R
geospt/R/seqPtsOptNet.R
geospt/R/rbf.tcv.R
geospt/R/est.variograms.R
geospt/R/extractFormula.R
geospt/R/RBF.phi.R
geospt/R/rbf.cv1.R
geospt/R/rbf.cv.R
geospt/R/criterio.cv.R
geospt/R/pocket.plot.R
geospt/R/graph.rbf.R
geospt/R/network.design.r
geospt/R/bestnet.R
geospt/R/samplePts.R
geospt/MD5
geospt/DESCRIPTION
geospt/man
geospt/man/geospt-package.Rd
geospt/man/seqPtsOptNet.Rd
geospt/man/preci.Rd
geospt/man/rbf.cv.Rd
geospt/man/COSha30map.Rd
geospt/man/COSha30.Rd
geospt/man/rbf.Rd
geospt/man/bp.with.outlier.label.Rd
geospt/man/COSha10map.Rd
geospt/man/lalib.Rd
geospt/man/graph.rbf.Rd
geospt/man/extractFormula.Rd
geospt/man/RBF.phi.Rd
geospt/man/COSha10.Rd
geospt/man/bestnet.Rd
geospt/man/simPtsOptNet.Rd
geospt/man/network.design.Rd
geospt/man/rbf.cv1.Rd
geospt/man/criterio.cv.Rd
geospt/man/samplePts.Rd
geospt/man/rbf.tcv.Rd
geospt/man/pocket.plot.Rd
geospt/man/est.variograms.Rd