This repository contains data and code used to obtain results of the paper Mariani et al. (202?) - Co-benefits and trade-offs between Natural Climate Solutions and Sustainable Development Goals submitted in Nature Climate Change.
📁 rawdata directory contains the table of positive and negative links used to perform all analysis. See Material & Methods section of the paper for more details. This directory also contains SDG’s and NCS’s icons use in the figures of the paper.
📁 results directory contains all .RData
files generated during the analyses.
📁 R directory contains the functions used to
perform all the analyses. The 4 main importants .R files are:
- 📖 read_data.R contains functions to read data.
- 📦 format_data.R contains functions to format the data in the desired format to make the analyses and figures.
- 🔬 analysis.R contains functions to perform statistical analyses, mainly null models and correspondance analysis.
- 📊 plot_data.R contains all functions to obtain plots in the paper.
📁 figures directory contains all figures (format .png) in the paper.
📁 make_results contains detailled R scripts to produce figures and run analysis using all functions in R.
The 💼 make.R file allows to produce all analyses and render the corresponding plots by running R scripts in make_results.
The 🔨 dev_history.R file allows to rebuild our research compendium from scratch.
This research compendium has been developed using the statistical programming language R. To work with the compendium, you will need installed on your computer the following softwares:
- R: https://cloud.r-project.org/
- RStudio: https://rstudio.com/products/rstudio/download/
- Git: https://git-scm.com/
- Create a GitHub account: https://github.com/
You can download the compendium by cloning this
repository. You can follow
this
tutorial,
section “Clone the repository with RStudio” to clone the repository.
Once the compendium is cloned, follow these steps:
- open the
.Rprojfile in RStudio. - open make.R and run it to produce all analyses.
Note that R version 3.6.2 or later is required. Run this command
utils::sessionInfo() to check your R version.
You can uptade your
R version here.
utils::sessionInfo()
#> R version 4.1.0 (2021-05-18)
#> Platform: x86_64-w64-mingw32/x64 (64-bit)
#> Running under: Windows 10 x64 (build 19042)
#>
#> Matrix products: default
#>
#> locale:
#> [1] LC_COLLATE=French_France.1252 LC_CTYPE=French_France.1252
#> [3] LC_MONETARY=French_France.1252 LC_NUMERIC=C
#> [5] LC_TIME=French_France.1252
#>
#> attached base packages:
#> [1] stats graphics grDevices utils datasets methods base
#>
#> loaded via a namespace (and not attached):
#> [1] compiler_4.1.0 magrittr_2.0.1 tools_4.1.0 htmltools_0.5.1.1
#> [5] yaml_2.2.1 stringi_1.7.3 rmarkdown_2.9 knitr_1.33
#> [9] stringr_1.4.0 xfun_0.24 digest_0.6.27 rlang_0.4.11
#> [13] evaluate_0.14Text and figures: CC-BY-4.0
Code: See the DESCRIPTION file
Data: CC-0 attribution requested in reuse