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Google Earth AI
Google Earth AI: Google's family of geospatial AI models and datasets (imagery, population, weather/floods/hazards) with geospatial reasoning, offered via Google Earth, Google Cloud and Earth Engine.
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What's in it
- Data offered docs-verified
- riverine flood forecast (up to 7 days) · urban flash flood prediction · global weather forecast (WeatherNext) · tropical cyclone prediction · air quality (AQI) forecast · pollen forecast (UPI) · wildfire detection and tracking · building footprints and heights (Open Buildings) · natural forest baseline map (Natural Forests of the World 2020) · deforestation risk forecast · satellite imagery object detection and change detection (Imagery models)
- Coverage docs-verified
- River basins in over 100 countries worldwide (Flood Hub)
- Resolution docs-verified
- Up to 500 m for AQI forecasts; 10 m for the Natural Forests of the World 2020 map; up to 1-hour for WeatherNext weather forecasts
- Access docs-verified
- Mixed. Some models are described as open-source (SpeciesNet, NeuralGCM) and Open Buildings is an open dataset. Several capabilities need sign-up or 'Express interest', and some Google Earth AI features are limited to US Professional tiers. Licence per ENTRY: Commercial / research.
Useful for
- Use cases llm-inferred
- FRA flood-risk context using Flood Hub river flood forecasts for the catchment · Urban flash flood screening for drainage strategy and site risk review · Pre-development screening using Open Buildings footprints and heights · Habitat and woodland context for BNG baselines using the natural forest map
- Audience llm-inferred
- flood consultants · hydrologists · drainage engineers · ecologists · GIS analysts · planners
Limitations
- Constraints llm-inferred
- Several capabilities are marked experimental (planetary prediction engine, Geospatial Reasoning agent, Gemini-based satellite search) · Google Earth satellite search is US-only and limited to Professional and Professional Advanced users · Many features require sign-up or 'Express interest', so access is not guaranteed · Flood Hub is river-basin based and the flash flood model is for urban areas, so neither is site-specific · UK-specific coverage, resolution and data vintage are not stated in the docs · Product names, tiers and availability may change over time
- Licence
- Commercial / research
- Authentication
- Unknown — review source docs
- GitHub stars
- Unknown
- Last commit
- Unknown
- Last successful page check
- 14/10/2026
- Page health
- healthy
- Package
- Not recorded
- Verification
- Not independently verified
Provenance & evidence
Verified 2026-10-15 via curl (HTTP 200).
Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (Chris sources (Google Research geospatial))