Google Updates Satellite Embedding Dataset for 2025
The Google Satellite Embedding dataset, powered by Google DeepMind’s AlphaEarth Foundations model, has been updated to include data for 2025, allowing for unprecedented change detection across the planet. This update is part of Google’s Earth AI initiative and provides a 64-dimensional embedding for every 10 meter pixel, distilling petabytes of multi-sensor data.
What Was Announced
The update includes 2025 data, now available on the Earth Engine Data Catalog and Google Cloud Storage, and enables unprecedented change detection due to the capture of subtle spectral, spatial, and temporal signatures. Google has also formalized its commitment to ongoing production of these annual layers.
Why Engineers Should Care
With this update, developers can leverage the Satellite Embedding dataset for various applications, including ecosystem mapping, agricultural crop-typing, and carbon stock prediction, and the formalized commitment to annual updates will have a significant implementation impact, as it will allow developers to rely on consistent and timely data releases to inform their projects and workflows.
