This repository contains all R code to reproduce the analysis used for the paper Satellite monitoring underestimates the impact of drought on terrestrial primary production.

A detailed description of the scope, method, and algorithms is given by the RMarkdown file si_soilm_global.Rmd.

To get this repository, change into a suitable directory and clone by

cd <suitable-working-direcotry>
git clone https://github.com/stineb/soilm_global.git .

To render the RMarkdown file, execute all code, and thereby fully reproduce all analysis, simply enter the following command in RStudio (after making sure the 'rmarkdown' package is installed):

install.packages("rmarkdown", type = "source")
rmarkdown::render_site()

Please also note the data use policy, described in ./si_soilm_global.Rmd and ./LICENSE. When using this code, please cite the paper Stocker et al. (2019) Nature Geoscience. This code is released with a DOI on Zenodo, where the latest version corresponds to tag v1.0. Model outputs from site-scale and global simulations are available on Zenodo with doi:10.5281/zenodo.1423484.

beni stocker, 18.1.2019