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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')

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Install

install.packages('dissever')

Monthly Downloads

161

Version

0.2-3

License

GPL-2

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Maintainer

Pierre Roudier

Last Published

April 20th, 2018

Functions in dissever (0.2-3)

dissever-package

dissever
summary.dissever

Prints summary of the model used in the dissever procedure
print.dissever

Prints the performance of the dissever procedure
plot.dissever

Plots a dissever result
dissever

Spatial downscaling
generate_ci

Confidence intervals using bootstraping
edgeroi

Subset of the 1-km resolution soil carbon map and selected subset of environmental covariates for the Edgeroi District, NSW