Spatial Resampling Infrastructure
Create a ggplot for spatial resamples.
Apply an inclusion radius and exclusion buffer to indices
Check that "v" is sensible
Objects exported from other packages
Spatial block cross-validation
Spatial Clustering Cross-Validation
Nearest neighbor distance matching (NNDM) cross-validation
V-Fold Cross-Validation with Buffering
spatialsample: Spatial Resampling Infrastructure
Functions and classes for spatial resampling to use with the 'rsample' package, such as spatial cross-validation (Brenning, 2012) <doi:10.1109/IGARSS.2012.6352393>. The scope of 'rsample' and 'spatialsample' is to provide the basic building blocks for creating and analyzing resamples of a spatial data set, but neither package includes functions for modeling or computing statistics. The resampled spatial data sets created by 'spatialsample' do not contain much overhead in memory.
Useful links