{ "_id": "6a2138f2cd65a98ecbd2762d", "Package": "SOMEnv", "Type": "Package", "Title": "SOM Algorithm for the Analysis of Multivariate Environmental\nData", "Version": "0.1.1", "Authors@R": "c(\nperson(\"Sabina\", \"Licen\", role=c(\"aut\", \"cre\"), email= \"slicen@units.it\"),\nperson(\"Marco\", \"Franzon\", role=c(\"aut\"), email = \"franzonmarco94@gmail.com\"),\nperson(\"Tommaso\", \"Rodani\", role=c(\"aut\"), email = \"tommaso.rodani@gmail.com\"),\nperson(\"Pierluigi\", \"Barbieri\", role=c(\"aut\"), email = \"barbierip@units.it\")\n)", "Maintainer": "Sabina Licen ", "Description": "Analysis of multivariate environmental high frequency data\nby Self-Organizing Map and k-means clustering algorithms. By\nmeans of the graphical user interface it provides a comfortable\nway to elaborate by self-organizing map algorithm rather big\ndatasets (txt files up to 100 MB ) obtained by environmental\nhigh-frequency monitoring by sensors/instruments. The functions\npresent in the package are based on 'kohonen' and 'openair'\npackages implemented by functions embedding Vesanto et al.\n(2001)\n\nheuristic rules for map initialization parameters, k-means\nclustering algorithm and map features visualization. Cluster\nprofiles visualization as well as graphs dedicated to the\nvisualization of time-dependent variables Licen et al. (2020)\n are provided.", "License": "GPL-2", "Encoding": "UTF-8", "RoxygenNote": "7.1.1", "URL": "https://github.com/SomEnv/somenv", "BugReports": "https://github.com/SomEnv/somenv/issues", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-04 08:32:12 UTC", "User": "root" }, "Author": "Sabina Licen [aut, cre], Marco Franzon [aut], Tommaso Rodani\n[aut], Pierluigi Barbieri [aut]", "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev libxml2-dev\nlibx11-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", "MD5sum": "0020fb3105c23db0057e81b8964f5291", "_user": "somenv", "_type": "src", "_file": "SOMEnv_0.1.1.tar.gz", "_fileid": "6cad65f861276b6ebc724c8e6ca6208a05cd7412d1419db0c238f7247eea7c51", "_filesize": 177001, "_sha256": 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