“…According to Sol-Sánchez et al (2018), in Latin America, cocoa cultivation has been established under the shade of tree species remaining from the natural forest, which, sometimes, does not represent an economic value for the producers, but it has high ecological value. Agroforestry (AF) is widely considered an alternative to conventional agriculture that provides greater productive and ecological benefits, such as: functional diversity improvement (Abada Mbolo et al, 2016;Ambele et al, 2023;Navarro et al, 2012); carbon sequestration (Ma et al, 2020;Manaye et al, 2021); food administration, wood and fuel (Pocomucha et al, 2016;Soler et al, 2012;Suárez-Venero et al, 2019) and their contribution to microclimate (Shah et al, 2021) among other things. The structure and composition of traditional AFS is determined by the cultural heritage of the growers and the application of management practices during the production cycle (Chablé-Pascual et al, 2015;Cotta, 2017).…”