HiClimR

Hierarchical Climate Regionalization

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.

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Description file content

Package
HiClimR
Version
2.1.4
Title
Hierarchical Climate Regionalization
Author
Hamada S. Badr [aut, cre], Benjamin F. Zaitchik [aut], Amin K. Dezfuli [aut]
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.
License
GPL (>= 2)
URL
BugReports
https://github.com/hsbadr/HiClimR/issues
Maintainer
Hamada S. Badr
Depends
R (>= 2.10)
Imports
graphics, grDevices, stats, utils, ncdf4
Suggests
devtools, knitr, rmarkdown, roxygen2
VignetteBuilder
knitr
Encoding
UTF-8
RoxygenNote
6.1.1
LazyData
yes
LazyLoad
yes
ByteCompile
yes
NeedsCompilation
yes
SystemRequirements
NetCDF (>= 4.1)
Packaged
2019-01-20 20:11:51 UTC; hbadr1
Repository
CRAN
Date/Publication
2019-01-20 20:40:02 UTC

install.packages('HiClimR')

2.1.4

30 days ago

https://github.com/hsbadr/HiClimR

Hamada S. Badr

GPL (>= 2)

Depends on

R (>= 2.10)

Imports

graphics, grDevices, stats, utils, ncdf4

Suggests

devtools, knitr, rmarkdown, roxygen2

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