10.7910/DVN/LXBZMUCastro, FabioFabioCastro0000-0001-5908-7225International Center for Tropical Agriculture (CIAT)Bunn, ChristianChristianBunn0000-0003-2175-8745International Center for Tropical Agriculture (CIAT)Harvard Dataverse2022Agricultural SciencesEarth and Environmental Sciencesclimate changecrop modellingmachine learninggeographical distributionagricultural researchrandom forestcacaoLatin America and the CaribbeanMultifunctional LandscapesClimate Actionclimate changecocoacrop modellinggeographical distributionAlliance Data ManagementThe Alliance of Bioversity International and CIATCastro, FabioFabioCastroInternational Center for Tropical Agriculture (CIAT)Bunn, ChristianChristianBunnInternational Center for Tropical Agriculture (CIAT)Bioversity International and the International Center for Tropical AgricultureBioversity International and the International Center for Tropical Agriculture2022-11-012022-11-082024-01-312020-01/2021-12Geospatial Data1443685351425139643431333499171564324704048273118205117668152162162317155380315582319620application/zipapplication/zipapplication/zipapplication/zipapplication/zipapplication/zipapplication/zipapplication/zipapplication/zipapplication/zipapplication/zipapplication/zipapplication/zipapplication/zipapplication/zip1.1<P>These data contain spatial information on agroclimatic zones for cocoa farming in Colombia, Ecuador and Peru, as well as impact gradient layers that illustrate the effect that climate change might have on cocoa crops in the same three countries. <br> <br> View list and description of files:<br> 01 RF_current_col.tif Colombia suitability raster – baseline <br> 02 RF_2060s_col.tif Colombia suitability raster – 2040 - 2060 <br> 03 RF_2080s_col.tif Colombia suitability raster – 2060 - 2080 <br> 04 IG_2060s_col.tif Colombia impact gradient – baseline vs 2040 - 2060 <br> 05 IG_2080s_col.tif Colombia impact gradient - baseline vs 2060 - 2080 <br> 06 RF_current_ecu.tif Ecuador suitability raster – baseline <br> 07 RF_2060s_ecu.tif Ecuador suitability raster – 2040 - 2060 <br> 08 RF_2080s_ecu.tif Ecuador suitability raster – 2060 - 2080 <br> 09 IG_2060s_ecu.tif Ecuador impact gradient – baseline vs 2040 - 2060 <br> 10 IG_2080s_ecu.tif Ecuador impact gradient - baseline vs 2060 - 2080 <br> 11 RF_current_per.tif Peru suitability raster – baseline <br> 12 RF_2060s_per.tif Peru suitability raster – 2040 - 2060 <br> 13 RF_2080s_per.tif Peru suitability raster – 2060 - 2080 <br> 14 IG_2060s_per.tif Peru impact gradient – baseline vs 2040 - 2060 <br> 15 IG_2080s_per.tif Peru impact gradient - baseline vs 2060 - 2080<br> <br> Estos datos contienen información espacial de las zonas agroclimaticas para el cultivo de cacao en Colombia, Ecuador y Perú, así como también las capas de gradiente de impacto que ilustran el efecto que tendrá el cambio climático sobre el cultivo de cacao para los mismos tres países..</P>Methodology: Random forest analysis.-66.8501-4.2334713.39152-81.7334-75.2001-5.01681.4581-81.3334-0.0334-18.3501-68.6501-81.3334DESIRA program of the European Commission