The Haute Dodo Agroforest has experienced a significant reduction in forest cover over the decades. In this context, the aim of this study is to analyze the dynamics of forest cover from 1986 to 2020 and from 2020 to 2050 for the land cover of the Haute Dodo Agro-forest. The methodological approach used is based on the use of geographic information systems (GIS) and prospective scenarios built using Land Change Modeler. The results show that crop-fallow and bare soil-habitat mosaics increase significantly, while wetlands and dense forests decrease significantly. The increase in bare soil-habitat mosaics and crop-fallow mosaics demonstrates the dominant role of human activities in land use dynamics. By 2050, the «Business As Usual» scenario shows a 6.82% decrease in dense forests, while the «Rapid Economic Growth» scenario shows an 8.41% decrease in dense forests. The «environmental sustainability coordinated» scenario, on the other hand, shows an 18.49% increase in the area of dense forest. These decision-support tools are relevant elements in the implementation of a policy aimed at reversing deforestation trends.