gaia is an open-source R package designed to estimate crop yield shocks in response to annual temperature and precipitation variations and CO2 concentrations at the country scale for 12 major crops. gaia streamlines the workflow from raw climate data processing to the production of different forms of yield shocks, such as agricultural productivity changes at the region-basin level, which can be directly integrated into the latest Global Change Analysis Model (GCAM).
Zhao, M., Waldhoff, S., Tebaldi, C., Snyder, A. 2024. gaia: An R package to estimate crop yield responses to temperature and precipitation. (In progress) Journal of Open Source Software, DOI: XXXX
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Download and install:
- R (https://www.r-project.org/)
- R studio (https://www.rstudio.com/)
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Open R studio:
install.packages("devtools")
devtools::install_github("JGCRI/gaia")or
install.packages("remotes")
remotes::install_github("JGCRI/gaia")Additional steps for UBUNTU from a terminal
sudo add-apt-repository ppa:ubuntugis/ppa
sudo apt-get update
sudo apt-get install libudunits2-dev libgdal-dev libgeos-dev libproj-dev libmagick++-dev
Additional steps for MACOSX from a terminal
brew install pkg-config
brew install gdal
Waldhoff, S.T., Wing, I.S., Edmonds, J., Leng, G. and Zhang, X., 2020. Future climate impacts on global agricultural yields over the 21st century. Environmental Research Letters, 15(11), p.114010. https://doi.org/10.1088/1748-9326/abadcb
Whether you find a typo in the documentation, find a bug, or want to develop functionality that you think will make gaia more robust, you are welcome to contribute! The contributing page will walk you through processes to contribute to gaia.