DFNet

July 10, 2025 | Applied Fruit Science |

The study, conducted by the University of Bahia State in Brazil, examined how tropical fruit production interacts with land use and native vegetation in the Cerrado, Caatinga, and Mata Atlantic regions. The researchers assessed agricultural trends from 2000 to 2023, evaluating changes in permanent crop areas, natural vegetation, and both planted and native pasture. Using machine learning analysis in R and Python, including k-means clustering, the study identified cacao and coffee as the dominant permanent crops in Bahia, while lemon and guava showed notable expansion over the study period. The findings indicated that sustainable tropical fruit production did not contribute to deforestation and was instead associated with maintaining natural vegetation. In contrast, increases in planted pasture corresponded with declines in natural pasture. Overall, the results suggest that tropical fruit cultivation in Bahia can be compatible with environmental preservation and can support both food production and landscape conservation.

Read more