Planetary Geospatial Foundation Models: A New Paradigm for Global Public Health

arXiv:2610.05699 · cs.LG, cs.CY · Submitted 2026-10-05 · Read on arXiv

cs.LG, cs.CY

Submitted: 2026-10-05

Updated: 2026-10-05

Code: https://github.com/google-research/population-d

Terminology

• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes

Sources

• General Geospatial Inference with a Population Dynamics Foundation Model
• Earth AI: Unlocking Geospatial Insights with Foundation Models and Cross-Modal Reasoning
• World-Time Compute with Verified Code World Models
• Voice biomarkers of perinatal depression: cross-sectional nationwide pilot study report

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