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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.

copied from cf-staging / r-hiclimr
Type Size Name Uploaded Downloads Labels
conda 587.7 kB | win-64/r-hiclimr-2.2.1-r43hb0f4521_3.conda  7 months and 6 days ago 431 main
conda 583.0 kB | win-64/r-hiclimr-2.2.1-r44hb0f4521_3.conda  7 months and 6 days ago 430 main
conda 582.1 kB | osx-64/r-hiclimr-2.2.1-r43h9612530_3.conda  7 months and 6 days ago 216 main
conda 577.8 kB | osx-64/r-hiclimr-2.2.1-r44h9612530_3.conda  7 months and 6 days ago 208 main
conda 583.3 kB | linux-64/r-hiclimr-2.2.1-r43hc4980d5_3.conda  7 months and 6 days ago 953 main
conda 579.6 kB | linux-64/r-hiclimr-2.2.1-r44hc4980d5_3.conda  7 months and 6 days ago 882 main
conda 588.0 kB | win-64/r-hiclimr-2.2.1-r41he816bda_2.conda  1 year and 8 months ago 476 main
conda 581.7 kB | osx-64/r-hiclimr-2.2.1-r43hfe07776_2.conda  1 year and 8 months ago 239 main
conda 582.0 kB | osx-64/r-hiclimr-2.2.1-r42hfe07776_2.conda  1 year and 8 months ago 269 main
conda 583.0 kB | linux-64/r-hiclimr-2.2.1-r43h61816a4_2.conda  1 year and 8 months ago 1602 main
conda 583.7 kB | linux-64/r-hiclimr-2.2.1-r42h61816a4_2.conda  1 year and 8 months ago 1579 main
conda 609.3 kB | win-64/r-hiclimr-2.2.1-r41he816bda_1.tar.bz2  2 years and 4 months ago 543 main
conda 602.4 kB | osx-64/r-hiclimr-2.2.1-r42h1e4e481_1.tar.bz2  2 years and 4 months ago 70 main
conda 602.4 kB | osx-64/r-hiclimr-2.2.1-r41h1e4e481_1.tar.bz2  2 years and 4 months ago 74 main
conda 603.3 kB | linux-64/r-hiclimr-2.2.1-r41h8da6f51_1.tar.bz2  2 years and 4 months ago 1866 main
conda 603.7 kB | linux-64/r-hiclimr-2.2.1-r42h8da6f51_1.tar.bz2  2 years and 4 months ago 1984 main
conda 624.4 kB | win-64/r-hiclimr-2.2.1-r40he816bda_0.tar.bz2  3 years and 1 month ago 708 main
conda 608.9 kB | win-64/r-hiclimr-2.2.1-r41he816bda_0.tar.bz2  3 years and 1 month ago 702 main
conda 601.9 kB | osx-64/r-hiclimr-2.2.1-r41h749f5a1_0.tar.bz2  3 years and 1 month ago 76 main
conda 601.5 kB | osx-64/r-hiclimr-2.2.1-r40h749f5a1_0.tar.bz2  3 years and 1 month ago 78 main
conda 603.3 kB | linux-64/r-hiclimr-2.2.1-r40h859d828_0.tar.bz2  3 years and 1 month ago 2129 main
conda 603.0 kB | linux-64/r-hiclimr-2.2.1-r41h859d828_0.tar.bz2  3 years and 1 month ago 2190 main

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