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intamap (version 1.5-7)

Procedures for Automated Interpolation

Description

Geostatistical interpolation has traditionally been done by manually fitting a variogram and then interpolating. Here, we introduce classes and methods that can do this interpolation automatically. Pebesma et al (2010) gives an overview of the methods behind and possible usage .

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Version

Install

install.packages('intamap')

Monthly Downloads

639

Version

1.5-7

License

GPL (>= 2)

Maintainer

Last Published

October 30th, 2023

Functions in intamap (1.5-7)

coarsenGrid

Coarsening of a spatial grid
getInterpolationMethodNames

get interpolation method names
interpolate

spatial interpolation
methodParameters

generate string for generation of method parameters
intamap-package

A package providing methods for automatic interpolation: pre-processing, parameter estimation, spatial prediction and post processing
unbiasedKrige

Unbiased kriging
summaryIntamap

summary intamap objects
generateTimeModels

Generate time models
intamap

Example data for the intamap package
timeModels

models for estimating prediction time in intamap package
rotateAnisotropicData

rotateAnisotropicData
getIntamapParams

Setting parameters for the intamap package
predictTime

Time prediction for intamap package methods
intamapExampleObject

Simulated Intamap Object
preProcess

pre-processing of data
yamamotoKrige

kriging and simulation with alternative kriging variance
spatialPredict

Spatial prediction
plotIntamap

plot intamap objects
postProcess

pre-process data
estimateTimeModel

estimateTimeModel
blockPredict

Spatial block prediction
copulaEstimation

ML-estimation of the spatial copula model parameters
estimateParameters

Automatic estimation of correlation structure parameters
bayesCopula

Performs spatial interpolation using copulas
conformProjections

Getting conformed projections
checkSetup

check setup
createIntamapObject

Create an object for interpolation within the intamap package
estimateAnisotropy

estimateAnisotropy