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OlmoEarth v1.3 Base

OlmoEarth v1.3 Base is a satellite embedding model that reads annual radar and multispectral satellite time series. It produces a 128-dimensional vector for every 10-meter pixel on Earth, with the first 64 dimensions usable as a smaller embedding.

What it does

Use its embeddings to build maps and analyze changes in land cover, crops, fires, or other landscape features with small classifiers.

Availability
Released October 22, 2026
Pricing model
Not established
Deployment
Tutorial shows how to generate embeddings on your own compute
Privacy
Not established
Licence
OlmoEarth Artifact License
Capability
embeddingsanalysis
Modality
image
Access
open weights
Deployment
on-premises
Pricing
unknown
Target user
researcherdeveloperenterprise

Evidence

6 claims
  • OlmoEarth v1.3 produces one 128-dimensional vector for every 10-meter pixel on Earth. [1]
    OlmoEarth v1.3 reads a year of radar (Sentinel-1) and multispectral (Sentinel-2 and Landsat) satellite time series and produces one 128-dimensional vector for every 10-meter pixel on Earth; the first 64 dimensions also work on their own as a smaller embedding.
    Ai2. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The first 64 dimensions can be used as a smaller embedding. [1]
    OlmoEarth v1.3 reads a year of radar (Sentinel-1) and multispectral (Sentinel-2 and Landsat) satellite time series and produces one 128-dimensional vector for every 10-meter pixel on Earth; the first 64 dimensions also work on their own as a smaller embedding.
    Ai2. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The model reads radar and multispectral satellite time series. [1]
    OlmoEarth v1.3 reads a year of radar (Sentinel-1) and multispectral (Sentinel-2 and Landsat) satellite time series and produces one 128-dimensional vector for every 10-meter pixel on Earth; the first 64 dimensions also work on their own as a smaller embedding.
    Ai2. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The model weights, pretraining data, and pretraining code are open. [1]
    The weights, data, and code are all open.
    Ai2. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • OlmoEarth v1.3's 128-dimensional embeddings scored highest on 20 of 27 evaluations. [1]
    OlmoEarth’s 128-dimensional embeddings score highest on 20 of 27 evals and rank highest overall.
    Ai2. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The release is published under the OlmoEarth Artifact License. [1]
    Everything is published under the OlmoEarth Artifact License, the same open license as v1 and v1.2.
    Ai2. Quoted text is outside CC BY 4.0 and keeps its original rights.

Sources

1
1
Ai2Owner-controlled
https://allenai.org/blog/olmoearth-v1-3 Retrieved 2026-10-29 00:46 UTC
Verified

Versions

1
VersionEffectiveChangeChanged fieldsState
12026-10-26 00:03 UTCpublicationNoneCurrent

In briefs

1

Open in the catalog

Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.