Our large-scale open dataset contains 1.8 billion building detections across Africa, South Asia, South-East Asia, Latin America and the Caribbean. Organizations are using the dataset for post-disaster humanitarian response, urban planning, population mapping and environmental science. Additionally, our new 2.5D Temporal dataset quantifies changes over time in the urban environment.