R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
SOMEnv
View on CRAN: Click
here
Download and install SOMEnv package within the R console
Install from CRAN:
install.packages("SOMEnv")
Install from Github:
library("remotes")
install_github("cran/SOMEnv")
Install by package version:
library("remotes")
install_version("SOMEnv", "1.1.2")
Attach the package and use:
library("SOMEnv")
Maintained by
Sabina Licen
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-01-25
Latest Update: 2021-07-26
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.
How to cite:
Sabina Licen (2021). SOMEnv: SOM Algorithm for the Analysis of Multivariate Environmental Data. R package version 1.1.2, https://cran.r-project.org/web/packages/SOMEnv. Accessed 04 May. 2025.
Other packages that cited SOMEnv R package
View SOMEnv citation profile
Other R packages that SOMEnv depends,
imports, suggests or enhances
Complete documentation for SOMEnv
Functions, R codes and Examples using
the SOMEnv R package
Some associated functions: BmusCentr . BmusClus . BoxClus . BoxUnits . ClusCol . CodeCoord . DailyBar . Freq . FreqD . FreqM . Hexa . HexaHits . HexaHitsQuant . HexaQerrs . HexaQerrsQuant . Hexagons . HexagonsClus . HexagonsVar . NClusChange . SOMtopol . SomEnvGUI . UmatGraph . db_indexR . kmeans_clustersRProg . paramQuant . som_dimR . som_initR . som_kmeansRProg . som_mdistR . som_umatR .
Some associated R codes: BmusCentr.R . BmusClus.R . BoxClus.R . BoxUnits.R . ClusCol.R . CodeCoord.R . DailyBar.R . Freq.R . FreqD.R . FreqM.R . Hexa.R . HexaHits.R . HexaHitsQuant.R . HexaQerrs.R . HexaQerrsQuant.R . Hexagons.R . HexagonsClus.R . HexagonsVar.R . NClusChange.R . SOMtopol.R . SomEnvGUI.R . UmatGraph.R . db_indexR.R . kmeans_clustersRProg.R . paramQuant.R . som_dimR.R . som_initR.R . som_kmeansRProg.R . som_mdistR.R . som_umatR.R . zzz.R . Full SOMEnv package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
tidyRSS
With the objective of including data from RSS feeds into your analysis, 'tidyRSS' parses RSS, Atom ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Robert Myles McDonnell (view profile)
dipw
Estimation of the average treatment effect when controlling for
high-dimensional confounders using ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Yuhao Wang (view profile)
kutils
Tools for data importation, recoding, and inspection.
There are functions to create new project
fo ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Paul Johnson (view profile)
aos
Trigger animation effects on scroll on any HTML element
of 'shiny' and 'rmarkdown', such as any tex ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Félix Luginbuhl (view profile)
appler
Using 'Apple App Store' web scraping and 'iTunes' API
...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Ashley Baldry (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
24,187
R Packages
207,311
Dependencies
65,312
Author Associations
24,143
Publication Badges
