Apps & Visualisations

An interactive Shiny dashboard exploring the role of critical minerals in the global energy transition. Navigate mineral supply chains, production geographies, and demand projections across countries and sectors. Visualise which economies are most exposed to mineral dependency and how transition scenarios reshape resource flows.

A companion dashboard to the paper Under the Canopy. Explore the spatial relationship between mining activity and forest loss across Sub-Saharan Africa from 2001 to 2018. Visualise deforestation rates at cell and buffer-zone levels, compare mineral types and mine sizes, and examine indirect effects extending up to 80 km from mining sites.