/ClimAdapt_RolesRespons_NatClimChan

Analysis code for Nature Climate Change paper: A global assessment of actors and their roles in climate change adaptation

Primary LanguageRCreative Commons Zero v1.0 UniversalCC0-1.0

A global assessment of actors and their roles in climate change adaptation

R script for calculating ordered logisitic regression of categorical data

  • Ordered logistic regression for data set based on
  • Global Adaptation Mapping Initiative (GAMI)

  1. Data manipulation

  2. Generation of binary encoded dummy data from categorical variables

  3. (Ordered) logistic regression of 1 dependent variable (depth) and several independent variables

  4. Model output export

R script for calculating chi-squared test for actor/ role combinations

python script producing graphics for regional distributions of actor types per geography type

Project Info

Paper: Petzold, J., Hawxwell, T., Jantke, K., Gonçalves Gresse, E., Mirbach, C., Ajibade, I., ... & Garschagen, M. (2023). A global assessment of actors and their roles in climate change adaptation. Nature climate change, 13(11), 1250-1257. https://doi.org/10.1038/s41558-023-01824-z

https://www.transcend-project.org/ Contact: Charlotta Mirbach