remote: Empirical Orthogonal Teleconnections in R

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Empirical orthogonal teleconnections in R. 'remote' is short for 'R(-based) EMpirical Orthogonal TEleconnections'. It implements a collection of functions to facilitate empirical orthogonal teleconnection analysis. Empirical Orthogonal Teleconnections (EOTs) denote a regression based approach to decompose spatio-temporal fields into a set of independent orthogonal patterns. They are quite similar to Empirical Orthogonal Functions (EOFs) with EOTs producing less abstract results. In contrast to EOFs, which are orthogonal in both space and time, EOT analysis produces patterns that are orthogonal in either space or time.

Author
Tim Appelhans, Florian Detsch, Thomas Nauss
Date of publication
2016-09-17 18:03:36
Maintainer
Tim Appelhans <tim.appelhans@gmail.com>
License
GPL (>= 3) | file LICENSE
Version
1.2.1

View on CRAN

Man pages

anomalize
Create an anomaly RasterStack
australiaGPCP
Monthly GPCP precipitation data for Australia
calcVar
Calculate space-time variance of a RasterStack or RasterBrick
covWeight
Create a weighted covariance matrix
cutStack
Shorten a RasterStack
deg2rad
Convert degrees to radians
denoise
Noise filtering through principal components
deseason
Create seasonal anomalies
eot
EOT analysis of a predictor and (optionally) a response...
EotCycle
Calculate a single EOT
EotMode-class
Class EotMode
EotStack-class
Class EotStack
geoWeight
Geographic weighting
getWeights
Calculate weights from latitude
lagalize
Create lagged RasterStacks
longtermMeans
Calculate long-term means from a 'RasterStack'
names
Names of Eot* objects
nmodes
Number of modes of an EotStack
nXplain
Number of EOTs needed for variance explanation
pacificSST
Monthly SSTs for the tropical Pacific Ocean
plot
Plot an Eot* object
predict
EOT based spatial prediction
remote-package
R EMpirical Orthogonal TEleconnections
subset
Subset modes in EotStacks
vdendool
Mean seasonal (DJF) 700 mb geopotential heights
writeEot
Write Eot* objects to disk

Files in this package

remote
remote/inst
remote/inst/CITATION
remote/src
remote/src/Makevars
remote/src/Makevars.win
remote/src/RcppExports.cpp
remote/src/EotCppFun.cpp
remote/NAMESPACE
remote/data
remote/data/australiaGPCP.RData
remote/data/vdendool.RData
remote/data/pacificSST.RData
remote/data/datalist
remote/R
remote/R/geoWeight.R
remote/R/getWeights.R
remote/R/AAAremoteClasses.R
remote/R/subset.R
remote/R/nmodes.R
remote/R/plot.R
remote/R/deg2rad.R
remote/R/eot.R
remote/R/predict.R
remote/R/writeEot.R
remote/R/nXplain.R
remote/R/show.R
remote/R/covWeight.R
remote/R/deseason.R
remote/R/remote-package.R
remote/R/RcppExports.R
remote/R/print.R
remote/R/anomalize.R
remote/R/calcVar.R
remote/R/denoise.R
remote/R/cutStack.R
remote/R/lagalize.R
remote/R/names.R
remote/R/longtermMeans.R
remote/R/EotCycle.R
remote/README.md
remote/MD5
remote/DESCRIPTION
remote/man
remote/man/deg2rad.Rd
remote/man/EotCycle.Rd
remote/man/pacificSST.Rd
remote/man/names.Rd
remote/man/vdendool.Rd
remote/man/australiaGPCP.Rd
remote/man/EotMode-class.Rd
remote/man/anomalize.Rd
remote/man/deseason.Rd
remote/man/lagalize.Rd
remote/man/nXplain.Rd
remote/man/denoise.Rd
remote/man/predict.Rd
remote/man/eot.Rd
remote/man/longtermMeans.Rd
remote/man/getWeights.Rd
remote/man/calcVar.Rd
remote/man/EotStack-class.Rd
remote/man/writeEot.Rd
remote/man/nmodes.Rd
remote/man/remote-package.Rd
remote/man/plot.Rd
remote/man/geoWeight.Rd
remote/man/cutStack.Rd
remote/man/subset.Rd
remote/man/covWeight.Rd
remote/LICENSE