MATH · IN · MODELS

Earth-Observation / Remote-Sensing Foundation Model

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Structures found in this family (2)

Intrinsic-dimension profile across depth, Curvature profile of the representation manifold

By model (1)

AlphaEarth (satellite/Earth-observation foundation model) · 64d embedding
Intrinsic-dimension profile across depth, Curvature profile of the representation manifold

Observations (1)

AlphaEarth satellite embeddings occupy a low-dimensional, locally rotating manifold

Papers

Characterizing AlphaEarth Embedding Geometry for Agentic Environmental Reasoning (2026)