Skip to content

Data and R scripts accompanying the paper "Forecasting deforestation in the Brazilian Amazon to prioritize conservation efforts"

License

Notifications You must be signed in to change notification settings

rojaff/AmazonDeforestation

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

18 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

AmazonDeforestation

Data and R scripts accompanying the paper "Forecasting deforestation in the Brazilian Amazon to prioritize conservation efforts". This repository contains an RStudio Project with the following folders:

  • DataBase: Data sources and geospatial database. An updated geospatial database can be found here: https://drive.google.com/drive/folders/1v5WA52ZVZsRpNU4nM8oODx-rtnXZ-qpf?usp=sharing
  • Metrics: Set of functions to compute grid-level metrics and parallelization of grid-level metrics.
  • GridData: Example data used to run INLA-SPDE models.
  • Spatial_CV: Full model containing all 20 predictor variables & spatial blocks cross-validation, and assessment of model accuracy across temporal and spatial scales.
  • Predictions: Deforestation predictions based on the selected models, deforestation predictions in protected areas and indigenous lands, final effect plots, and interactive html map.
  • Utilities: Set of utility functions.
  • Subset_CV: Full models, spatial blocks cross-validation, and deforestation predictions for the Altamira region.

About

Data and R scripts accompanying the paper "Forecasting deforestation in the Brazilian Amazon to prioritize conservation efforts"

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published