July 10, 2025 | Applied Fruit Science |
A study examining the relationship between tropical fruit production and land use changes in the Cerrado, Caatinga, and Mata Atlântica regions—emphasizing sustainability and environmental preservation—was conducted by the University of Bahia State, Brazil. The researchers hypothesized that sustainable tropical fruit cultivation has minimal impact on native vegetation.
The study analyzed agricultural production data from 2000 to 2023, focusing on permanent crops, natural vegetation, and both natural and planted pastures in the state of Bahia. Using R and Python with unsupervised machine learning (k-means clustering), the researchers evaluated patterns of land use change and their association with fruit cultivation.
The results showed that cacao (Theobroma cacao) and coffee (Coffea sp.) remained the main permanent crops, while lemon (Citrus aurantifolia var. Tahiti) and guava (Psidium guajava L.) production increased by 64% and 75%, respectively. Importantly, sustainable tropical fruit production was not associated with deforestation or loss of native pasture, but rather with the preservation of vegetation. In contrast, the expansion of planted pastures was linked to a reduction in natural pastures.
The findings indicate that tropical fruit production in Bahia can contribute to both food security and environmental conservation, supporting its role as a sustainable agricultural practice.
