Other packages > Find by keyword >

HiClimR  

Hierarchical Climate Regionalization
View on CRAN: Click here


Download and install HiClimR package within the R console
Install from CRAN:
install.packages("HiClimR")

Install from Github:
library("remotes")
install_github("cran/HiClimR")

Install by package version:
library("remotes")
install_version("HiClimR", "2.2.1")



Attach the package and use:
library("HiClimR")
Maintained by
Hamada S. Badr
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-05-07
Latest Update: 2022-01-20
Description:
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, contiguity-constrained clustering, 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, multivariate clustering (MVC), cluster validation, visualization of regionalization results, and exporting region map and mean timeseries into NetCDF-4 file. The technical details are described in Badr et al. (2015) .
How to cite:
Hamada S. Badr (2014). HiClimR: Hierarchical Climate Regionalization. R package version 2.2.1, https://cran.r-project.org/web/packages/HiClimR. Accessed 07 Aug. 2026.
Previous versions and publish date:
1.0.9 (2014-05-07 19:26), 1.1.0 (2014-05-16 01:12), 1.1.1 (2014-07-14 23:33), 1.1.2 (2014-07-27 08:10), 1.1.3 (2014-08-28 20:02), 1.1.4 (2014-09-02 13:01), 1.1.5 (2014-11-13 08:06), 1.1.6 (2015-03-02 00:21), 1.2.0 (2015-03-27 21:05), 1.2.1 (2015-05-24 18:56), 1.2.2 (2015-07-22 05:32), 1.2.3 (2015-08-06 07:15), 2.1.1 (2019-01-03 17:20), 2.1.3 (2019-01-11 10:20), 2.1.4 (2019-01-20 21:40), 2.1.5 (2019-12-10 18:20), 2.1.6 (2020-02-22 11:40), 2.1.7 (2020-11-05 13:50), 2.1.8 (2021-01-05 19:10), 2.1.9 (2021-04-02 17:10), 2.2.0 (2021-05-31 14:20), (2026-07-09 08:06)
Other packages that cited HiClimR R package
View HiClimR citation profile
Other R packages that HiClimR depends, imports, suggests or enhances
Complete documentation for HiClimR
Functions, R codes and Examples using the HiClimR R package
Some associated functions: HiClimR . HiClimR2nc . TestCase . WorldMask . coarseR . fastCor . geogMask . grid2D . minSigCor . validClimR . 
Some associated R codes: HiClimR.R . HiClimR2nc.R . coarseR.R . fastCor.R . geogMask.R . grid2D.R . minSigCor.R . validClimR.R .  Full HiClimR package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA