Google recently released the AlphaEarth Foundations annual Satellite Embeddings dataset, a 64-dimensional vector representation of Earth’s surface that incorporates spectral reflectance, radar backscatter, climate, and topography in an analysis-ready format. Currently, the dataset is only available through Earth Engine, so if you want to work with it outside the platform, you’ll need to export it first1. Earth Engine stores the embeddings in 64-bit floating point images. Exporting as-is m...
