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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 22 Dec. 2024.
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)
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
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