geospt: Geostatistical Analysis and Design of Optimal Spatial Sampling Networks
Version 1.0-2

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.

AuthorCarlos Melo <cmelo@udistrital.edu.co>, Al Santacruz, Oscar Melo <oomelom@unal.edu.co>
Date of publication2015-08-13 08:35:24
MaintainerAl Santacruz <amsantac@unal.edu.co>
LicenseGPL (>= 2)
Version1.0-2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("geospt")

Getting started

Package overview

Popular man pages

bestnet: Generate a SpatialPoints object corresponding to the best...
est.variograms: Variogram Estimator
extractFormula: geospt internal function
geospt-package: Geostatistical Analysis and Design of Optimal Spatial...
preci: Empirical data related to rainfall
rbf.cv1: Generates a RMSPE value, result of cross validation...
rbf.tcv: table of rbf cross validation, leave-one-out
See all...

All man pages Function index File listing

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...

Functions

Files

inst
inst/CITATION
NAMESPACE
demo
demo/00Index
demo/geosptDemo.R
data
data/preci.rda
data/COSha30.rda
data/lalib.rda
data/COSha30map.rda
data/COSha10.rda
data/COSha10map.rda
R
R/simPtsOptNet.R
R/bp.with.outlier.label.R
R/rbf.R
R/seqPtsOptNet.R
R/rbf.tcv.R
R/est.variograms.R
R/extractFormula.R
R/RBF.phi.R
R/rbf.cv1.R
R/rbf.cv.R
R/criterio.cv.R
R/pocket.plot.R
R/graph.rbf.R
R/network.design.r
R/bestnet.R
R/samplePts.R
MD5
DESCRIPTION
man
man/geospt-package.Rd
man/seqPtsOptNet.Rd
man/preci.Rd
man/rbf.cv.Rd
man/COSha30map.Rd
man/COSha30.Rd
man/rbf.Rd
man/bp.with.outlier.label.Rd
man/COSha10map.Rd
man/lalib.Rd
man/graph.rbf.Rd
man/extractFormula.Rd
man/RBF.phi.Rd
man/COSha10.Rd
man/bestnet.Rd
man/simPtsOptNet.Rd
man/network.design.Rd
man/rbf.cv1.Rd
man/criterio.cv.Rd
man/samplePts.Rd
man/rbf.tcv.Rd
man/pocket.plot.Rd
man/est.variograms.Rd
geospt documentation built on May 19, 2017, 8:23 p.m.

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