Description
Spatial Downscaling using the Dissever Algorithm.
Description
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. (2012) <doi:10.1016/j.cageo.2011.08.021>, and extended by Roudier et al. (2017) <doi:10.1016/j.compag.2017.08.021>.
README.md
dissever: a method for spatial downscaling
What is dissever?
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.
Installing dissever
To install the stable version of dissever:
install.packages('dissever')
To install the development version of dissever:
# install.packages('devtools')
devtools::install_github('pierreroudier/dissever')