somspace

Spatial Analysis with Self-Organizing Maps

CRAN Package

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).

  • Version1.2.4
  • R version≥ 3.5.0
  • LicenseGPL-3
  • Needs compilation?No
  • Last release04/28/2023

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  • Depends3 packages
  • Imports2 packages
  • Suggests3 packages