OlmoEarth Embeddings Explorer

Use it to explore landscape changes and create map classifications without setting up a local environment or using a GPU.

Availability

Available at launch; no account or setup required

Pricing model

Not established

Deployment

Not established

Privacy

Not established

Licence

OlmoEarth Artifact License

• The Explorer is a browser-based tool that requires no account or setup. ^[1]

  Alongside OlmoEarth v1.3, we’re sharing precomputed, annual embeddings for the whole planet (10m, 64- and 128-dimensions), plus a new browser-based tool to explore and customize maps based on those embeddings — the OlmoEarth Embeddings Explorer .

• Users can compare years and inspect underlying Sentinel-2 imagery. ^[1]

  Pan anywhere, flip between years to see how landscapes have changed, and pull up the underlying Sentinel-2 imagery to check the map against the real thing.

• Users can click a place to find other places that look similar. ^[1]

  Then start asking questions: click a place to find others that look similar, or drop a few labeled points and train a small classifier on the spot, then export the result as a GeoTIFF.

• Users can label points, train a small classifier, and export the result as a GeoTIFF. ^[1]

  Then start asking questions: click a place to find others that look similar, or drop a few labeled points and train a small classifier on the spot, then export the result as a GeoTIFF.

• The Explorer allows analysis of entire regions from a handful of labels without a GPU. ^[1]

  You can analyze entire regions from a handful of labels, no GPU needed.

• At launch, 2025, 2024, and 2023 embeddings are global; 2017 to 2022 embeddings cover select countries. ^[1]

  At launch, 2025, 2024, and 2023 are global, and 2017 to 2022 cover select countries, with more coverage on the way.

• A speech model adds multilingual transcription and translation Daily brief 2026-10-26