Finding Earth's Hidden Twins: Foundation Models Enable Global Terrain Search

Similar Earth demonstrates how foundation models like AlphaEarth unlock new possibilities for identifying matching terrain globally, with applications in agriculture, renewable energy, and conservation. Open-sourcing this geospatial search tool democratizes access to satellite-based analysis previously limited to proprietary systems. The project illustrates how embedding-based similarity search is fundamentally changing how we understand Earth's environmental patterns at scale.