Spatial downscaling of coarse grid mapping to fine grid
mapping using predictive covariates and a model fitted using the 'caret'
package. The original dissever algorithm was published by Malone et al.
dissever is a general method for spatial downscaling introduced by Malone et al. in their 2012 Computers & Geosciences paper. This method has been extended and generalised by Roudier et al. to use and leverage a wide range of regression methods.
This package implements the latter in R, and modifies it so numerous regression methods can be tested. It leverages the power of the
caret package to do so.
To install the stable version of
To install the development version of
# install.packages('devtools') devtools::install_github('pierreroudier/dissever')