Data from: Integrating remotely sensed fires for predicting deforestation for REDD+

Armenteras D, Gibbes C, Anaya JA, Dávalos LM

Date Published: January 31, 2017

DOI: http://dx.doi.org/10.5061/dryad.1925k

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Content in the Dryad Digital Repository is offered "as is." By downloading files, you agree to the Dryad Terms of Service. To the extent possible under law, the authors have waived all copyright and related or neighboring rights to this data. CC0 (opens a new window) Open Data (opens a new window)

Title Spatial grid with fire and forest loss data
Downloaded 4 times
Description Spatial grid with fire and forest loss data, pixels are in decimal degrees. def = deforestation 0 no 1 loss, yloss = year of loss, fire =fire recorded 0 no 1 yes, yfire = year of fire, disedge09 = distance to forest edge in 2009.
Download bothgridandfire.csv (2.066 Mb)
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Title Veredas de Colombia
Downloaded 7 times
Description Submunicipal geographic units of Colombia (veredas) in shapefile format.
Download Veredas_de_Colombia.zip (221.5 Mb)
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Title R script for INLA deforestation modeling
Downloaded 6 times
Description R script to organize data and fit deforestation models, creates first version of file fires.Rdata to be analyzed further downstream requires files bothgridandfire.csv and Veredas_de_Colombia.shp in the same folder. Unzip Veredas_de_Colombia.zip to recreate the shapefile data.
Download fires.R (10.41 Kb)
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Title R script to make predictions based on INLA modeling
Downloaded 13 times
Description R script to make plots and predictions. Takes file fires.Rdata generated by fires.R and continues analyses, calculates AUC, makes plots.
Download predict.R (6.814 Kb)
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Title R script to compare models to forest loss alert system
Downloaded 4 times
Description R script to compare to the "Alertas Tempranas" system. Data from "Alertas Tempranas" are in a folder called /raster_alertas. Takes file fires.Rdata from predict.R and compares those results to results from the national deforestation alert system.
Download compare.R (3.44 Kb)
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Title 2013 and 2014 early warning system alerts
Downloaded 8 times
Description Zipped folder with 2013 and 2014 early warning alerts for the region of analysis in Colombia. Place folder in the folder with compare.R script to replicate analysis.
Download raster_alertas.zip (45.98 Kb)
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When using this data, please cite the original publication:

Armenteras D, Gibbes C, Anaya JA, Dávalos LM (2017) Integrating remotely sensed fires for predicting deforestation for REDD+. Ecological Applications 27(4): 1294–1304. http://dx.doi.org/10.1002/eap.1522

Additionally, please cite the Dryad data package:

Armenteras D, Gibbes C, Anaya JA, Dávalos LM (2017) Data from: Integrating remotely sensed fires for predicting deforestation for REDD+. Dryad Digital Repository. http://dx.doi.org/10.5061/dryad.1925k
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