Land reformer Tasso Azevedo describes how the MapBiomas Network turns decades of satellite imagery into detailed, legally robust land-use maps to expose and curb deforestation in Brazil and other tropical regions. By integrating high-resolution imagery, property registries, and protected area data, the project has dramatically increased enforcement against illegal deforestation, redirected finance away from destructive operations, and supported a wide range of environmental and social applications. The talk also highlights successful action against illegal gold mining and outlines plans to expand this collaborative mapping approach to cover most of the world's tropical forests.
Satellite food security specialist Catherine Nakalembe explains how she uses satellite imagery and machine learning to map and monitor crops across African countries, and why many existing models fail when applied to smallholder farms. In a follow-up conversation with TED Fellows Program Director Lily James-Olds, she describes the gap between powerful data systems and farmers' realities, the importance of ground-based data and local context, and her efforts to build practical, human-centered ways to turn drought and flood information into action. She also shares a grassroots project to establish soil moisture calibration stations in Africa and reflects on the institutional and financial barriers, as well as the sources of hope that keep her pursuing this work.