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 238 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 6 times.

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0 downloadsMar 2, 2025
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6 downloadsMar 7, 2025
5 downloadsMar 8, 2025
4 downloadsMar 9, 2025
8 downloadsMar 10, 2025
10 downloadsMar 11, 2025
6 downloadsMar 12, 2025
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29 downloadsMar 20, 2025
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6 downloadsMar 22, 2025
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7 downloadsMar 28, 2025
3 downloadsMar 29, 2025
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4 downloadsMar 31, 2025
9 downloadsApr 1, 2025
11 downloadsApr 2, 2025
6 downloadsApr 3, 2025
9 downloadsApr 4, 2025
6 downloadsApr 5, 2025
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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 2,824 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. 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