#Science
AlphaEarth: Training AI to Interpret Earth Systems
The Planet as a Dataset
Every city leaves a fingerprint on the Earth's surface. The density of its roads, the geometry of its rooftops, the texture of its parks, the thermal signature of its industri…
Understanding Scale to Avoid GeoAI Failures
Imagine a model trained using ultra-high-resolution drone imagery over a small farming village. At this scale, objects like cars or tractors occupy thousands of pixels. The model learns fine details, …