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geoR (version 1.6-32)

Analysis of geostatistical data

Description

Geostatistical analysis including traditional, likelihood-based and Bayesian methods.

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Version

Install

install.packages('geoR')

Monthly Downloads

7,172

Version

1.6-32

License

GPL (>= 2)

Maintainer

Paulo Ribeiro Jr

Last Published

October 5th, 2010

Functions in geoR (1.6-32)

as.geodata

Converts an Object to the Class "geodata"

dup.coords

Locates duplicated coordinates

image.krige.bayes

Plots Results of the Predictive Distribution

hist.krige.bayes

Plots Sample from Posterior Distributions

xvalid

Cross-validation by kriging

head

Head observations in a regional confined aquifer

camg

Calcium and magnesium content in soil samples

elevation

Surface Elevations

ca20

Calcium content in soil samples

globalvar

Computes global variance

grf

Simulation of Gaussian Random Fields

hoef

Data for spatial analysis of experiments

proflik

Computes Profile Likelihoods

kattegat

Kattegat basin salinity data

Ksat

Saturated Hydraulic Conductivity

geoR-defunct

Defunct Functions in the Package geoR

gambia

Gambia Malaria Data

legend.krige

Add a legend to a image with kriging results

lines.variomodel.likGRF

Adds a Variogram Line to a Variogram Plot

wrc

Points of a water retention curve data set

krige.bayes

Bayesian Analysis for Gaussian Geostatistical Models

coords.aniso

Geometric Anisotropy Correction

krweights

Computes kriging weights

eyefit

Interactive Variogram Estimation

krige.conv

Spatial Prediction -- Conventional Kriging

jitterDupCoords

Jitters (duplicated) coordinates.

boxcox.geodata

Box-Cox transformation for geodata objects

SIC

Spatial Interpolation Comparison data

loglik.GRF

Log-Likelihood for a Gaussian Random Field

parana

Rainfall Data from Parana State, Brasil

boxcox.fit

Parameter Estimation for the Box-Cox Transformation

lines.variomodel.krige.bayes

Adds a Bayesian Estimate of the Variogram to a Plot

geoR-internal

geoR internal functions

image.grf

Image, Contour or Perspective Plot of Simulated Gaussian Random Field

ksline

Spatial Prediction -- Conventional Kriging

locations.inside

Select prediction locations inside borders

isaaks

Data from Isaaks and Srisvastava's book

landim1

Data from Landim's book

summary.likGRF

Summarizes Parameter Estimation Results for Gaussian Random Fields

subarea

Selects a Subarea from a Geodata Object

output.control

Defines output options for prediction functions

image.kriging

Image or Perspective Plot with Kriging Results

likfitBGCCM

Fits the bivariate Gaussian common component geostatistical model

likfit

Likelihood Based Parameter Estimation for Gaussian Random Fields

lines.variomodel.grf

Lines with True Variogram for Simulated Data

matern

Computer Values of the Matern Correlation Function

variog.model.env

Envelops for Empirical Variograms Based on Model Parameters

names.geodata

Lists names of the key elements of a geodata object

statistics.predictive

Summary statistics from predictive distributions

lines.variomodel

Adds a Line with a Variogram Model to a Variogram Plot

polygrid

Coordinates of Points Inside a Polygon

wolfcamp

Wolfcamp Aquifer Data

sample.posterior

Samples from the posterior distribution

plot.grf

Plots Variograms for Simulated Data

summary.geodata

Summaries for geodata object

variog

Compute Empirical Variograms

variog.mc.env

Envelops for Empirical Variograms Based on Permutation

.nlmP

Adapts nlm for Constraints in the Parameter Values

summary.variofit

Summarize Results of Variogram Estimation

sample.prior

Sample the prior distribution

read.geodata

Reads and Converts Data to geoR Format

nearloc

Near location to a point

plot.geodata

Exploratory Geostatistical Plots

set.coords.lims

Sets Limits to Scale Plots

print.BGCCM

Prints an summary of of the output from likfitBGCCM.

sample.geodata

Sampling from geodata objects

varcovBGCCM

Covariance matrix for the bivariate Gaussian common component geostatistical model

wrappers

Wrappers for the C functions used in geoR

predict.BGCCM

Prediction for the bivariate Gaussian common component geostatistical model

s100 and s121

Simulated Data-Sets which Illustrate the Usage of the Package geoR

lines.variogram.envelope

Adds Envelopes Lines to a Variogram Plot

plot.proflik

Plots Profile Likelihoods

plot.variogram

Plot Empirical Variogram

variofit

Variogram Based Parameter Estimation

s256i

Simulated Data-Set which Illustrate the Usage of krige.bayes

soil250

Soil chemistry properties data set

Kriging example data from Webster and Oliver

cite.geoR

Citing Package geoR in Publications

lines.variogram

Line with a Empirical Variogram

tce

TCE concentrations in groundwater in a vertical cross section

trend.spatial

Builds the Trend Matrix

practicalRange

Pratical range for correlation functions

plot.krige.bayes

Plots Prior and/or Posterior Distributions

subset.geodata

Method for subsetting geodata objects

variog4

Computes Directional Variograms

boxcox

The Box-Cox Transformed Normal Distribution

pars.limits

Set limits for the parameter values

lines.variomodel.variofit

Adds a Line with a Fitted Variogram Model to a Variogram Plot

points.geodata

Plots Spatial Locations and Data Values

InvChisquare

The (Scaled) Inverse Chi-Squared Distribution

coords2coords

Operations on Coordinates

cov.spatial

Computes Value of the Covariance Function

plot.variog4

Plot Directional Variograms

plot.xvalid

Plot Cross-Validation Results

soja98

Soya bean production and other variables in a uniformity trial

varcov.spatial

Computes Covariance Matrix and Related Results

pred_grid

Generates a 2D Prediction Grid