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R EMpirical Orthogonal TEleconnections

This is the package that accompanies the publication

remote: Empirical Orthogonal Teleconnections in R
Tim Appelhans, Florian Detsch, Thomas Nauss
Journal of Statistical Software, 65(10), 1–19.
DOI: https://doi.org/10.18637/jss.v065.i10

For detailed descriptions of the algorithm & methodology please have a look at:

Empirical Orthogonal Teleconnections
H. M. van den Dool, S. Saha, Å Johansson
Journal of Climate, Volume 13, Issue 8 (April 2000) pp. 1421-1435
DOI: https://doi.org/10.1175/1520-0442(2000)013%3C1421:EOT%3E2.0.CO;2

Empirical Methods in Short-Term Climate Prediction
H. M. van den Dool
Oxford University Press, Oxford, New York (2007)
DOI: https://doi.org/10.1093/oso/9780199202782.001.0001

Installation

For the stable release version of remote use

install.packages("remote")

Contact

Please file bug reports and feature requests at https://github.com/environmentalinformatics-marburg/remote/issues

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Version

Install

install.packages('remote')

Monthly Downloads

1,216

Version

1.2.3

License

GPL (>= 3) | file LICENSE

Maintainer

Tim Appelhans

Last Published

April 12th, 2025

Functions in remote (1.2.3)

eot

EOT analysis of a predictor and (optionally) a response RasterStack
nXplain

Number of EOTs needed for variance explanation
longtermMeans

Calculate long-term means from a 'RasterStack'
names

Names of Eot* objects
deseason

Create seasonal anomalies
subset

Subset modes in EotStacks
readEot

Read Eot* files from disk
nmodes

Number of modes of an EotStack
vdendool

Mean seasonal (DJF) 700 mb geopotential heights
plot

Plot an Eot* object
predict

EOT based spatial prediction
pacificSST

Monthly SSTs for the tropical Pacific Ocean
remote-package

R EMpirical Orthogonal TEleconnections
writeEot

Write Eot* objects to disk
deg2rad

Convert degrees to radians
anomalize

Create an anomaly RasterStack
calcVar

Calculate space-time variance of a RasterStack or RasterBrick
cutStack

Shorten a RasterStack
denoise

Noise filtering through principal components
EotMode-class

Class EotMode
EotStack-class

Class EotStack
covWeight

Create a weighted covariance matrix
australiaGPCP

Monthly GPCP precipitation data for Australia
EotCycle

Calculate a single EOT
getWeights

Calculate weights from latitude
geoWeight

Geographic weighting
lagalize

Create lagged RasterStacks