AlphaEarth Foundation

Creator

Creator

Seonglae Cho

Created

Created

2025 Aug 1 22:15

Editor

Editor

Seonglae Cho

Edited

Edited

2025 Oct 17 10:31

Refs

Refs

Image Embedding

Earth Embedding, Satellite Embedding

Paper

https://arxiv.org/pdf/2507.22291

AlphaEarth Foundations helps map our planet in unprecedented detail

New AI model integrates petabytes of Earth observation data to generate a unified data representation that revolutionizes global mapping and monitoring

https://deepmind.google/discover/blog/alphaearth-foundations-helps-map-our-planet-in-unprecedented-detail/

AlphaEarth Foundations helps map our planet in unprecedented detail

Satellite Embedding V1

notion image

Satellite Embedding V1

The Google Satellite Embedding dataset is a global, analysis-ready collection of learned geospatial embeddings. Each 10-meter pixel in this dataset is a 64-dimensional representation, or "embedding vector," that encodes temporal trajectories of surface conditions at and around that pixel as measured by various Earth observation instruments and datasets, over a …

Satellite Embedding V1

https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_SATELLITE_EMBEDDING_V1_ANNUAL

Satellite Embedding V1

AI-powered pixels: Introducing Google’s Satellite Embedding dataset

By Valerie Pasquarella, Research Scientist and Emily Schechter, Product Manager, Google

AI-powered pixels: Introducing Google’s Satellite Embedding dataset

https://medium.com/google-earth/ai-powered-pixels-introducing-googles-satellite-embedding-dataset-31744c1f4650

AI-powered pixels: Introducing Google’s Satellite Embedding dataset

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