SOMEnv
SOM Algorithm for the Analysis of Multivariate Environmental Data
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.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.1.2 |
rolling linux/jammy R-4.5 | SOMEnv_1.1.2.tar.gz |
151.3 KiB |
1.1.2 |
rolling linux/noble R-4.5 | SOMEnv_1.1.2.tar.gz |
151.0 KiB |
1.1.2 |
rolling source/ R- | SOMEnv_1.1.2.tar.gz |
45.3 KiB |
1.1.2 |
latest linux/jammy R-4.5 | SOMEnv_1.1.2.tar.gz |
151.3 KiB |
1.1.2 |
latest linux/noble R-4.5 | SOMEnv_1.1.2.tar.gz |
151.0 KiB |
1.1.2 |
latest source/ R- | SOMEnv_1.1.2.tar.gz |
45.3 KiB |
1.1.2 |
2026-04-26 source/ R- | SOMEnv_1.1.2.tar.gz |
45.3 KiB |
1.1.2 |
2026-04-23 source/ R- | SOMEnv_1.1.2.tar.gz |
45.3 KiB |
1.1.2 |
2026-04-09 windows/windows R-4.5 | SOMEnv_1.1.2.zip |
153.2 KiB |
1.1.2 |
2025-04-20 source/ R- | SOMEnv_1.1.2.tar.gz |
45.3 KiB |