Corrigendum on: Morales LV, Robiglio V, Baca M, Bunn C and Reyes M (2022) There is an error in the Funding statement. The correct Name for one of the Funding organizations is Camara Peruana del Café y Cacao. The authors apologize for this error and state that this does not change the scientific conclusions of the article in any way. The original article has been updated.In the original article, we neglected to include funding received under CGIAR's Research Program on Forests, Trees and Agroforestry (FTA) and Research Program on Climate Change, Agriculture and Food Security (CCAFS) by Valentina Robiglio, Maria Baca, Martin Reyes and Cristian Bunn. The authors apologize for this error and state that this does not change the scientific conclusions of the article in any way. The original article has been updated.