Package: SOMEnv Type: Package Title: SOM Algorithm for the Analysis of Multivariate Environmental Data Version: 0.1.1 Authors@R: c( person("Sabina", "Licen", role=c("aut", "cre"), email= "slicen@units.it"), person("Marco", "Franzon", role=c("aut"), email = "franzonmarco94@gmail.com"), person("Tommaso", "Rodani", role=c("aut"), email = "tommaso.rodani@gmail.com"), person("Pierluigi", "Barbieri", role=c("aut"), email = "barbierip@units.it") ) Maintainer: Sabina Licen Description: Analysis of multivariate environmental high frequency data by Self-Organizing Map and k-means clustering algorithms. By means of the graphical user interface it provides a comfortable way to elaborate by self-organizing map algorithm rather big datasets (txt files up to 100 MB ) obtained by environmental high-frequency monitoring by sensors/instruments. The functions present in the package are based on 'kohonen' and 'openair' packages implemented by functions embedding Vesanto et al. (2001) heuristic rules for map initialization parameters, k-means clustering algorithm and map features visualization. Cluster profiles visualization as well as graphs dedicated to the visualization of time-dependent variables Licen et al. (2020) are provided. License: GPL-2 Encoding: UTF-8 RoxygenNote: 7.1.1 Imports: rlist, kohonen, shiny, dplyr, plyr, openair, colourpicker, shinycssloaders, shinycustomloader URL: https://github.com/SomEnv/somenv BugReports: https://github.com/SomEnv/somenv/issues NeedsCompilation: no Packaged: 2026-10-16 06:22:29 UTC; root Author: Sabina Licen [aut, cre], Marco Franzon [aut], Tommaso Rodani [aut], Pierluigi Barbieri [aut] Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libxml2-dev libx11-dev zlib1g-dev Repository: https://somenv.r-universe.dev Date/Publication: 2021-01-21 17:23:56 UTC RemoteUrl: https://github.com/somenv/somenv RemoteRef: HEAD RemoteSha: abce4cffa6aeb56a523b39b83cae93fca2b78d59 RemoteSubdir: SOMEnv