Package: HiClimR
Type: Package
Version: 2.2.1
Title: Hierarchical Climate Regionalization
Authors@R: c(
    person(given = "Hamada S.",
           family = "Badr",
           email = "badr@jhu.edu",
           role = c("aut", "cre"),
           comment = c(ORCID = "0000-0002-9808-2344")),
    person(given = "Benjamin F.",
           family = "Zaitchik",
           email = "zaitchik@jhu.edu",
           role = c("aut"),
           comment = c(ORCID = "0000-0002-0698-0658")),
    person(given = "Amin K.",
           family = "Dezfuli",
           email = "amin.dezfuli@nasa.gov",
           role = c("aut"),
           comment = c(ORCID = "0000-0003-3274-8542")))
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) <doi:10.1007/s12145-015-0221-7>.
License: GPL-3
URL: https://hsbadr.github.io/HiClimR/,
        https://github.com/hsbadr/HiClimR
BugReports: https://github.com/hsbadr/HiClimR/issues
Depends: R (>= 2.10)
Imports: graphics, grDevices, stats, utils, ncdf4
Suggests: covr, devtools, knitr, rmarkdown, roxygen2, spelling,
        testthat
VignetteBuilder: knitr
Encoding: UTF-8
RoxygenNote: 7.1.2
LazyData: yes
LazyLoad: yes
Biarch: yes
ByteCompile: yes
NeedsCompilation: yes
SystemRequirements: NetCDF (>= 4.1)
Language: en-US
Packaged: 2022-01-20 18:52:03 UTC; hbadr1
Author: Hamada S. Badr [aut, cre] (<https://orcid.org/0000-0002-9808-2344>),
  Benjamin F. Zaitchik [aut] (<https://orcid.org/0000-0002-0698-0658>),
  Amin K. Dezfuli [aut] (<https://orcid.org/0000-0003-3274-8542>)
Maintainer: Hamada S. Badr <badr@jhu.edu>
Repository: CRAN
Date/Publication: 2022-01-20 20:02:52 UTC
Built: R 4.6.0; x86_64-apple-darwin20; 2026-04-26 17:30:34 UTC; unix
Archs: HiClimR.so.dSYM
