A Primer for Earth Data Embeddings

Published 27 October 2026

Geospatial foundation models convert satellite imagery and other Earth observation data into embeddings for similarity search, clustering, and change detection. The primer covers how these representations work and how to use existing datasets or generate embeddings with open-source models.