Amazonas fire regimes under climate change scenarios

• Code and Data for the paper

Saravia, L., Bond-Lamberty, B., & Suweis, S. (2021). Amazon fire regimes under climate change scenarios. EcoEvoRxiv. https://doi.org/10.32942/osf.io/nr23w

R Markdown files description

• AmazonasClusterSizeDistribution.Rmd :

  Estimation of monthly forest fires from modis data fire cluster size distribution, incluing analysis of Empirical dynamic modelling, ( Sugihara et al. 2012. Detecting causality in complex ecosystems.Science, 338: 496–500) not used in the paper.

• AmazonasModelFireParameters.Rmd

  From fire clusters size estiamate the ignition probability and GAM modelling for maxtemp and precipitation using RCP 4.5 & 8.5

• AmazonasFitNetLogo.Rmd:

  Using the DynamicFireForest.nlogo model at https://github.com/lsaravia/FireNL make latin hypercubic sampling to fit the model and make predictions up to 2060

• FireNLsimulations.Rmd

  Exploratory simulations of the DynamicFireForest.nlogo model

• R/test_ABC.R

  Validation of the use of max_total_patch (Anual maximum of monthly fire size) for parameter estimation with ABC

Folders

| 
+--- R: R code by L. Saravia

| +--- Source: Google Earth Engine Code to download the MODIS, Climaterra and NEX-GDDP CMIP5 proyections. | +--- Data: Saved R data with simulations, Fire, and Climate. (Attached in Release)