constrainedKriging: Constrained, Covariance-Matching Constrained and Universal Point or Block Kriging

Provides functions for efficient computations of nonlinear spatial predictions with local change of support. This package supplies functions for tow-dimensional spatial interpolation by constrained, covariance-matching constrained and universal (external drift) kriging for points or block of any shape for data with a nonstationary mean function and an isotropic weakly stationary variogram. The linear spatial interpolation methods, constrained and covariance-matching constrained kriging, provide approximately unbiased prediction for nonlinear target values under change of support. This package extends the range of geostatistical tools available in R and provides a veritable alternative to conditional simulation for nonlinear spatial prediction problems with local change of support.

AuthorChristoph Hofer
Date of publication2015-04-30 23:59:28
MaintainerChristoph Hofer <christoph.hofer@zhaw.ch>
LicenseGPL (>= 2)
Version0.2.4

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Files in this package

constrainedKriging
constrainedKriging/inst
constrainedKriging/inst/CITATION
constrainedKriging/inst/ChangeLog.txt
constrainedKriging/inst/doc
constrainedKriging/inst/doc/GPC_COPYRIGHT.txt
constrainedKriging/src
constrainedKriging/src/scalePixelCoord.h
constrainedKriging/src/point_block_cov.c
constrainedKriging/src/intboundaries.h
constrainedKriging/src/covariancefunctions.h
constrainedKriging/src/freqdist.h
constrainedKriging/NAMESPACE
constrainedKriging/data
constrainedKriging/data/meuse.blocks.rda
constrainedKriging/R
constrainedKriging/R/f.point.block.cov.R constrainedKriging/R/CKrige-methods.R constrainedKriging/R/preCKrige-methods.R constrainedKriging/R/f.pixconfig.R constrainedKriging/R/f.kriging.method.R constrainedKriging/R/f.calc.P.R constrainedKriging/R/f.intersect.area.R constrainedKriging/R/f.preCKrige.check.and.test.R constrainedKriging/R/summary.print.methods.R constrainedKriging/R/f.row.dist.R constrainedKriging/R/warnings.R constrainedKriging/R/f.polygons.preCKrige.R constrainedKriging/R/f.points.preCKrige.R constrainedKriging/R/f.covmat.support.R constrainedKriging/R/Class-preCKrigePoints.R constrainedKriging/R/plot.preCKrigePolygons.R constrainedKriging/R/f.centroid.polygon.R constrainedKriging/R/f.bbox.information.R constrainedKriging/R/f.kriging.functions.R constrainedKriging/R/f.bb.cov.one.configuration.R constrainedKriging/R/f.indicate.small.pred.locations.R constrainedKriging/R/f.intersect.max.area.R constrainedKriging/R/f.calc.Q.R constrainedKriging/R/f.pp.cov.R constrainedKriging/R/ck.colors.R constrainedKriging/R/f.point.rec.covmat.R constrainedKriging/R/f.points.CKrige.R constrainedKriging/R/f.polygons.CKrige.R constrainedKriging/R/f.polygoncovmat.R constrainedKriging/R/covmodlist.R constrainedKriging/R/f.build.pixel.R constrainedKriging/R/f.gpc.poly.R constrainedKriging/R/f.pixelcovmat.R constrainedKriging/R/f.pixelgrid.R constrainedKriging/R/AAA.R constrainedKriging/R/f.p.in.poly.R constrainedKriging/R/Class-preCKrigePolygons.R
constrainedKriging/MD5
constrainedKriging/DESCRIPTION
constrainedKriging/man
constrainedKriging/man/preCKrigePoints-class.Rd constrainedKriging/man/covmodel.Rd constrainedKriging/man/preCKrigePolygons-class.Rd constrainedKriging/man/internal.functions.Rd constrainedKriging/man/plot.preCKrigePolygons.Rd constrainedKriging/man/CKrige.Rd constrainedKriging/man/meuse.blocks.Rd constrainedKriging/man/preCKrige.Rd constrainedKriging/man/constrainedKriging-package.Rd

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