The impact of Climate change in cocoa production in Colombia, Ecuador and Perudoi:10.7910/DVN/LXBZMUHarvard Dataverse2022-11-151Castro, Fabio; Bunn, Christian, 2022, "The impact of Climate change in cocoa production in Colombia, Ecuador and Peru", https://doi.org/10.7910/DVN/LXBZMU, Harvard Dataverse, V1The impact of Climate change in cocoa production in Colombia, Ecuador and Perudoi:10.7910/DVN/LXBZMUCastro, FabioBunn, ChristianBioversity International and the International Center for Tropical AgricultureHarvard DataverseBioversity International and the International Center for Tropical AgricultureAlliance Data ManagementCastro, FabioBunn, ChristianCastaño, Silvia-Elena2022-11-082022-11-01Agricultural SciencesEarth and Environmental Sciencesclimate changecrop modellingmachine learninggeographical distributionagricultural researchrandom forestcacaoLatin America and the CaribbeanMultifunctional LandscapesClimate Actionclimate changecocoacrop modellinggeographical distribution<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>1970-012010-122020-012021-12ColombiaEcuadorPeru-81.7334-66.8501-4.2334713.39152Geospatial DataQuantitative DataGeographic DataMethodology: Random forest analysis.<P><a rel="license" href="http://creativecommons.org/licenses/by/4.0/" target="_blank"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by/4.0/88x31.png" /></a><br /> These data and documents are licensed under a <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank"> Creative Commons Attribution 4.0 International license.</a> You may copy, distribute and transmit the data as long as you acknowledge the source through proper <a href="http://best-practices.dataverse.org/data-citation/" target="_blank">data citation</a>.</P>01 RF_current_col.zipColombia suitability raster – baseline.application/zip02 RF_2060s_col.zipColombia suitability raster – 2040 - 2060.application/zip03 RF_2080s_col.zipColombia suitability raster – 2060 - 2080.application/zip04 IG_2060s_col.zipColombia impact gradient – baseline vs 2040 - 2060.application/zip05 IG_2080s_col.zipColombia impact gradient - baseline vs 2060 - 2080.application/zip06 RF_current_ecu.zipEcuador suitability raster – baseline.application/zip07 RF_2060s_ecu.zipEcuador suitability raster – 2040 - 2060.application/zip08 RF_2080s_ecu.zipEcuador suitability raster – 2060 - 2080.application/zip09 IG_2060s_ecu.zipEcuador impact gradient – baseline vs 2040 - 2060.application/zip10 IG_2080s_ecu.zipEcuador impact gradient - baseline vs 2060 - 2080.application/zip11 RF_current_per.zipPeru suitability raster – baseline.application/zip12 RF_2060s_per.zipPeru suitability raster – 2040 - 2060.application/zip13 RF_2080s_per.zipPeru suitability raster – 2060 - 2080.application/zip14 IG_2060s_per.zipPeru impact gradient – baseline vs 2040 - 2060.application/zip15 IG_2080s_per.zipPeru impact gradient - baseline vs 2060 - 2080.application/zip