What could be the impact of climate change on cocoa in the Central America and Caribbean region? In the atlas “Climate Change Impact on Cocoa Production in Central America and the Caribbean,” developed by CIAT in collaboration with the World Cocoa Foundation (WCF) and Rikolto, we answer this question by using “machine learning” models such as Random Forests.