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Google AI Model Maps World in 10-Meter Squares for Machines

GLOBAL, JUL 30 – AlphaEarth Foundations reduces mapping errors by nearly 24% and uses 16 times less storage, enabling governments and organizations to monitor environmental changes with improved accuracy and speed.

  • On July 30, 2025, Google DeepMind announced AlphaEarth Foundations, an AI model mapping Earth in 10-meter squares to aid scientific analysis.
  • This launch responds to decades of challenges managing vast satellite data and scarce ground-truth labels that limit high-resolution mapping.
  • AlphaEarth Foundations integrates diverse Earth observation data into annual global embeddings used by over 50 organizations including MapBiomas for ecosystem monitoring.
  • The model reduces error rates by nearly 24% and requires 16 times less storage than prior methods, supporting detailed tracking of land cover, crops, and evapotranspiration.
  • This technology promises to advance environmental management, enabling real-time, continuous mapping that supports governments, researchers, and conservation efforts worldwide.
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The large volumes of information presented in the new tool provide dozens of different public sources, including optical satellite images, radar, laser mapping in 3D and climate simulations.

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Google's new DeepMind tool opens a new era for planetary observation: it unifies petabytes of satellite data to generate compact, accurate, and consistent digital representations of the Earth. Amazon will pay $20 million a year.

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VentureBeat broke the news in San Francisco, United States on Wednesday, July 30, 2025.
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