HiClimR: Hierarchical Climate Regionalization
Version 1.2.3

A tool for Hierarchical Climate Regionalization applicable to any correlation-based clustering. It adds several features and a new clustering method (called, 'regional' linkage) to hierarchical clustering in R ('hclust' function in 'stats' library): data regridding, coarsening spatial resolution, geographic masking (by continents, regions, or countries), data filtering by mean and/or variance thresholds, data preprocessing (detrending, standardization, and PCA), faster correlation function with preliminary big data support, different clustering methods, hybrid hierarchical clustering, multi-variate clustering (MVC), cluster validation, and visualization of region maps.

AuthorHamada S. Badr [aut, cre], Benjamin F. Zaitchik [aut], Amin K. Dezfuli [aut]
Date of publication2015-08-06 07:15:42
MaintainerHamada S. Badr <badr@jhu.edu>
LicenseGPL (>= 2)
Version1.2.3
URL https://github.com/hsbadr/HiClimR
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("HiClimR")

Getting started

README.md

Popular man pages

coarseR: Coarsening spatial resolution for gridded data
fastCor: Fast correlation for large matrices
geogMask: Geographic mask from longitude and latitute
grid2D: Generate longitude and latitude grid matrices
minSigCor: Minimum significant correlation for a sample size
validClimR: Validation of Hierarchical Climate Regionalization
WorldMask: World Mask for Geographic Masking in HiClimR
See all...

All man pages Function index File listing

Man pages

coarseR: Coarsening spatial resolution for gridded data
fastCor: Fast correlation for large matrices
geogMask: Geographic mask from longitude and latitute
grid2D: Generate longitude and latitude grid matrices
HiClimR: Hierarchical Climate Regionalization
minSigCor: Minimum significant correlation for a sample size
TestCase: Test Data for Functionality Demonstration of 'HiClimR'...
validClimR: Validation of Hierarchical Climate Regionalization
WorldMask: World Mask for Geographic Masking in HiClimR

Functions

Files

inst
inst/CITATION
src
src/HiClimR.f90
NAMESPACE
data
data/TestCase.rda
data/WorldMask.rda
R
R/geogMask.R
R/fastCor.R
R/validClimR.R
R/HiClimR.R
R/minSigCor.R
R/coarseR.R
R/grid2D.R
README.md
MD5
DESCRIPTION
man
man/geogMask.Rd
man/validClimR.Rd
man/fastCor.Rd
man/grid2D.Rd
man/minSigCor.Rd
man/TestCase.Rd
man/HiClimR.Rd
man/coarseR.Rd
man/WorldMask.Rd
HiClimR documentation built on May 19, 2017, 7:02 p.m.

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