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NVIDIA Earth-2
NVIDIA Earth-2: family of open weather and climate AI models and tools: Medium Range (Atlas, 70+ variables to 15 days), Nowcasting (0–6 h), Global Data Assimilation, CorrDiff downscaling, FourCastNet 3; Earth2Studio framework.
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What's in it
- Data offered docs-verified
- Medium-range global forecast: 70+ weather variables up to 15 days (Atlas) · Nowcasting: 0–6 h hazardous weather forecasts from predicted satellite and radar imagery · Global data assimilation: initial atmospheric conditions · CorrDiff generative AI downscaling · FourCastNet 3 global AI weather forecasting · Earth2Studio framework for building, fine-tuning and deploying Earth-2 models
- Coverage docs-verified
- Global
- Access llm-inferred
- Open models and libraries with per-model licences (per ENTRY); self-hosted on the user's own infrastructure; no auth listed. Distributed via GitHub and Hugging Face.
Useful for
- Use cases llm-inferred
- Local rainfall downscaling from coarse global fields for FRA and drainage inputs (CorrDiff) · 0–6 h nowcasting for site-works and storm-event alerts · 15-day outlook for construction programme and temporary works weather risk · Probabilistic extreme-event ensembles for sensitivity-testing drainage design rainfall
- Audience llm-inferred
- flood risk consultants · hydrologists · drainage engineers · climate resilience analysts · GIS analysts
Limitations
- Constraints llm-inferred
- Docs are a marketing landing page; no API, data access or file format details · No UK or regional coverage stated; coverage described as global · No spatial or temporal resolution or update cadence stated · Performance figures (e.g. 500x, 10,000x, 20x) are vendor claims · Requires own GPU infrastructure; per-model licences need checking · No MCP tools (ENTRY tools list is empty)
- Licence
- Open models (per-model licences)
- 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 (NVIDIA Earth-2))