spatial subsampling - Greenstand/treetracker-gis GitHub Wiki
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https://desktop.arcgis.com/en/arcmap/10.3/tools/analysis-toolbox/near.htm
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https://cran.r-project.org/web/packages/spatialEco/spatialEco.pdf
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https://www.sciencedirect.com/topics/computer-science/spatial-sampling
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https://automating-gis-processes.github.io/site/develop/notebooks/L3/nearest-neighbor-faster.html
Describes the nearest neighbor approach used to generate the first subsample. -
https://jakevdp.github.io/blog/2013/04/29/benchmarking-nearest-neighbor-searches-in-python/
Describes the different params used to tweak the nearest neighbor approach.