← Directory
software · Global
Google Geospatial Reasoning
Google Research Geospatial Reasoning: framework combining Gemini with geospatial foundation models (remote sensing, population dynamics, mobility) and Earth Engine/BigQuery data for multi-step geospatial analysis agents.
Claim this listing
Represent Google Geospatial Reasoning? Send a claim for review so we can discuss listing updates. Claims do not automatically grant ownership or verification.
What's in it
- Data offered docs-verified
- remote sensing foundation model embeddings for images and objects · fine-tunable remote sensing tasks: building and road mapping, post-disaster damage assessment, infrastructure location · Population Dynamics Foundation Model (PDFM) embeddings (experimental, selected partners) · agentic workflows over Earth Engine, BigQuery, Google Maps Platform and Google Cloud Storage data
- Coverage llm-inferred
- United States (PDFM embeddings); UK included only in an experimental expansion for selected partners
- Access docs-verified
- Trusted tester programme (enquiry-based access, not public); licence: Research / trusted tester
Useful for
- Use cases llm-inferred
- Post-flood or post-storm building damage screening from aerial imagery · Road and building footprint mapping from satellite or aerial imagery for asset or drainage baselines · Adding population-behaviour and environmental context layers to flood-risk prioritisation (experimental UK embeddings)
- Audience llm-inferred
- GIS analysts · remote sensing analysts · flood risk consultants · data scientists and developers building geospatial agents
Limitations
- Constraints docs-verified
- Framework still under development · Trusted tester access only; not publicly available · PDFM UK coverage is experimental, for selected partners only · Remote sensing models are for experimentation · Source is an April 2025 blog post; current status unverified
- Licence
- Research / trusted tester
- 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))