1. Cacao Research Center (CEPEC) at the Executive Commission for the Cacao Farming Plan (CEPLAC), Itabuna, Bahia, Brazil;
2. Department of Philosophy and Human Sciences at the State University of Santa Cruz (UESC), Ilhéus, Bahia, Brazil;
3. Doctorate in Environmental Sciences at the Faculty of Chemistry at the Autonomous University of the State of Mexico (UAEMéx), Toluca, México;
4. Department of Agricultural and Environmental Sciences at the UESC, Ilhéus, Bahia, Brazil;
5. Department of Biological Sciences at the UESC, Ilhéus, Bahia, Brazil;
6. Geomatics Area at the Faculty of Urban and Regional Planning at the (UAEMéx), Toluca, México;
7. USDA-ARS Beltsville Agricultural Research Center, Beltsville, Maryland, USA