Other packages > Find by keyword >

somspace  

Spatial Analysis with Self-Organizing Maps
View on CRAN: Click here


Download and install somspace package within the R console
Install from CRAN:
install.packages("somspace")

Install from Github:
library("remotes")
install_github("cran/somspace")

Install by package version:
library("remotes")
install_version("somspace", "1.2.4")



Attach the package and use:
library("somspace")
Maintained by
Yannis Markonis
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-05-13
Latest Update: 2025-09-03
Description:
Application of the Self-Organizing Maps technique for spatial classification of time series. The package uses spatial data, point or gridded, to create clusters with similar characteristics. The clusters can be further refined to a smaller number of regions by hierarchical clustering and their spatial dependencies can be presented as complex networks. Thus, meaningful maps can be created, representing the regional heterogeneity of a single variable. More information and an example of implementation can be found in Markonis and Strnad (2020, <doi:10.1177/0959683620913924>).
How to cite:
Yannis Markonis (2019). somspace: Spatial Analysis with Self-Organizing Maps. R package version 1.2.4, https://cran.r-project.org/web/packages/somspace. Accessed 04 Jun. 2026.
Previous versions and publish date:
1.0.0 (2019-05-13 13:00), 1.2.4 (2023-04-28 19:40)
Other packages that cited somspace R package
View somspace citation profile
Other R packages that somspace depends, imports, suggests or enhances
Complete documentation for somspace
Functions, R codes and Examples using the somspace R package
Some associated functions: cnet . owda . plot_ts . regs . sominp . somregs . somsp . somspa . 
Some associated R codes: cnet.R . get_ts.R . owda.R . plot_regs.R . plot_somsp.R . plot_ts.R . regs_class.R . sominp.R . somregs.R . somsp_class.R . somspa.R . summary_somsp.R .  Full somspace package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
Download / Learn more Package Citations See dependency  
golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
crplyr  
A 'dplyr' Interface for Crunch
In order to facilitate analysis of datasets hosted on the Crunch data platform ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA