Package: SOMEnv
Type: Package
Title: SOM Algorithm for the Analysis of Multivariate Environmental
        Data
Version: 1.1.2
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 <slicen@units.it>
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) <http://www.cis.hut.fi/projects/somtoolbox/package/papers/techrep.pdf>  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) <doi:10.4209/aaqr.2019.08.0414> are provided.
License: GPL-3
Encoding: UTF-8
Depends: R (>= 3.6.0)
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
Author: Sabina Licen [aut, cre],
  Marco Franzon [aut],
  Tommaso Rodani [aut],
  Pierluigi Barbieri [aut]
NeedsCompilation: no
Packaged: 2021-07-26 09:43:08 UTC; rstudio-user
Repository: CRAN
Date/Publication: 2021-07-26 13:30:02 UTC
Built: R 4.6.0; ; 2026-04-26 21:43:10 UTC; unix
