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

Documentation


Team


Insights

Last 30 days

This package has been downloaded 235 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 11 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
5 downloadsMar 4, 2025
8 downloadsMar 5, 2025
5 downloadsMar 6, 2025
6 downloadsMar 7, 2025
5 downloadsMar 8, 2025
4 downloadsMar 9, 2025
8 downloadsMar 10, 2025
10 downloadsMar 11, 2025
6 downloadsMar 12, 2025
7 downloadsMar 13, 2025
6 downloadsMar 14, 2025
10 downloadsMar 15, 2025
6 downloadsMar 16, 2025
3 downloadsMar 17, 2025
12 downloadsMar 18, 2025
5 downloadsMar 19, 2025
29 downloadsMar 20, 2025
10 downloadsMar 21, 2025
6 downloadsMar 22, 2025
4 downloadsMar 23, 2025
9 downloadsMar 24, 2025
4 downloadsMar 25, 2025
6 downloadsMar 26, 2025
19 downloadsMar 27, 2025
7 downloadsMar 28, 2025
3 downloadsMar 29, 2025
8 downloadsMar 30, 2025
4 downloadsMar 31, 2025
9 downloadsApr 1, 2025
11 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
3
29

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,829 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 10, 2024 with 50 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Depends3 packages
  • Imports2 packages
  • Suggests3 packages