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AI Tools GeoData
Spinning Idea edited this page Jul 1, 2026
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Below is a list of AI powered geodata tools
- https://www.reddit.com/r/osinttools/comments/1qne5my/i_built_an_open_source_global_threat_map/
- REPO: https://github.com/unicodeveloper/globalthreatmap
Tech creator, TED technology curator/host, and a16z venture scout. Former Google Senior PM (6 years) who worked on 3D Maps, ARCore, and YouTube VR for 1B+ users. Re-mapped the world in 3D using satellite, aerial & ground-level sensors, and shipped Google Maps Immersive View. 1.6M+ subscribers and 500M+ views across platforms. Covers AI, spatial computing, geospatial 3D mapping, AR/VR, and robotics. Built "WorldView" / "God's Eye View" — a Palantir-like geospatial intelligence dashboard using AI agents, Google 3D tiles, live satellite tracking, ADS-B flight data, CCTV, and maritime tracking.
- WEB: https://bilawal.ai/
- WEB: https://www.spatialintelligence.ai/ — Substack: "Map the World"
- WEB: https://www.youtube.com/@bilawalsidhu — YouTube channel (1.6M+ subscribers)
- VIDEO: https://www.youtube.com/watch?v=0p8o7AeHDzg
- VIDEO: https://www.youtube.com/watch?v=rXvU7bPJ8n4 — Ex-Google Maps PM Vibe Coded Palantir In a Weekend (WorldView demo)
- VIDEO: https://www.youtube.com/watch?v=ccZzOGnT4Cg — Ex-Google PM Uses God's Eye to Reveal Iran's Chokehold on the World's Oil
- REPO: https://github.com/opengeos/geoai
- WEB: https://book.opengeoai.org
- Open source Python package for AI-powered geospatial data visualization, image segmentation, classification, and remote sensing foundation models. Includes interactive multi-layer visualization of vector and raster data, QGIS plugin, and 20+ remote sensing foundation models.
- REPO: https://github.com/microsoft/Planetary-Explorer
- AI-powered geospatial app for exploring and visualizing Earth science data using natural language. Multi-agent architecture built on Microsoft Agent Framework, Azure AI Agent Service, and Semantic Kernel. Supports 130+ STAC collections, MCP server, Teams/M365 Copilot integration.
- REPO: https://github.com/microsoft/Earth-Copilot
- AI-powered geospatial application to explore and visualize Earth science data using natural language. Generates STAC API queries, renders satellite data on Azure Maps. Inspired by NASA/Microsoft Earth Copilot prototype.
- REPO: https://github.com/microsoft/GeoFaham
- AI-powered geospatial analysis platform using Microsoft AutoGen multi-agent architecture. Natural language queries for satellite imagery (Sentinel-2, Landsat, SAR), OpenStreetMap features, PostGIS spatial queries, and raster analysis with automated Python code generation. Interactive map visualization via Leaflet.js.
- WEB: https://carto.com/builder/
- Cloud-native maps & data visualization with AI Agents. Translates natural-language prompts into map actions. Handles billions of points, polygons, and lines inside your cloud data lakehouse. No-code drag-and-drop interface with SQL Parameters for advanced users.
- WEB: https://felt.com/
- Cloud-native GIS platform with Felt AI. Build interactive map dashboards in seconds with no code. Supports all vector formats (up to 5GB), live connections to Postgres/PostGIS, Snowflake, Databricks, BigQuery, Redshift. H3 visualization support. Embeddable in Tableau, Power BI, Retool.
- WEB: https://kepler.gl/
- REPO: https://github.com/keplergl/kepler.gl
- Open source, WebGL-powered geospatial data visualization tool for large-scale datasets. Built on deck.gl and Mapbox GL. Now includes AI-powered assistance and DuckDB-enabled in-browser spatial analytics. Data-agnostic, can render millions of points. Jupyter notebook integration available.
- WEB: https://www.heavy.ai/
- GPU-accelerated geospatial data platform with HeavyIQ AI-powered conversational analytics. Visualize and cross-filter billions of data points with zero latency. Native OGC compliant SQL, multi-layer geo charts, supports shapefile, GDB, KML, GeoJSON, WKT CSV, PostGIS. Server-side rendering via Vega engine.
- WEB: https://elemnt.earth/
- AI-native geospatial data platform with native Model Context Protocol (MCP) support. Built for Claude, ChatGPT, and Gemini. Unified datastore (vector, raster, tile) via one OGC API. DuckDB + Apache Sedona for planetary-scale analytics. OpenStreetMap and Overture data built in.
- WEB: https://flypix.ai/
- AI agent-based geospatial analytics platform for satellite, aerial, and drone imagery analysis. Smart annotation toolkit for training AI models on your data. Object detection, change/anomaly detection, topographic analysis. Desktop app available for Mac and Windows.
- WEB: https://earthengine.google.com/
- Planetary-scale geospatial analysis platform with 90+ petabytes of satellite imagery and 1,000+ curated datasets. Now features AlphaEarth Foundations (Google DeepMind) - AI-powered Satellite Embedding dataset with 64-dimensional geospatial embeddings at 10m resolution. Python API with geemap library for visual workflows. Vertex AI model integration for predictions.
- WEB: https://www.esri.com/
- AI-powered assistants across ArcGIS products: Arcade assistant (generate expressions from natural language), Business Analyst assistant (reports, color-coded maps, site comparison), Hub assistant (natural language open data queries), Pro assistant (conversational GIS, SQL/graph query generation), StoryMaps assistant (summaries, alt text, theme generation). Integrates Microsoft Azure OpenAI Service. 90+ pretrained deep learning models in GeoAI toolbox.
- WEB: https://www.mapbox.com/
- WEB: https://www.mapbox.com/location-ai
- Mapping platform with Mapbox Location AI for equipping AI agents and LLMs with geospatial skills. Mapbox MCP DevKit integrates with AI coding tools for Mapbox development. 3D Globe View, extensive customization, Snowflake integration for geospatial analysis.
World Monitor aggregates 65+ external providers and APIs across geopolitics, finance, energy, climate, aviation, cyber, military, infrastructure, and news intelligence — surfaced through 500+ curated feeds. Full catalog at https://www.worldmonitor.app/docs/data-sources
Energy & Commodities:
- https://agsi.gie.eu/ — EU gas storage/inventory (AGSI)
- https://www.eia.gov/opendata/ — US Energy Information Administration API
Finance & Economics:
- https://data-api.ecb.europa.eu/ — European Central Bank rates
- https://ec.europa.eu/eurostat — Eurostat statistics
- https://fred.stlouisfed.org/ — Federal Reserve Economic Data (FRED)
- https://data.worldbank.org/ — World Bank Open Data
- https://stats.bis.org/ — Bank for International Settlements
- https://www.bls.gov/developers/ — US Bureau of Labor Statistics
- https://api.usaspending.gov/ — US federal spending data
- https://comtradeapi.un.org/ — UN Comtrade international trade
- https://www.coingecko.com/ — Crypto market data
Geopolitics & Conflict:
- https://acleddata.com/ — Armed Conflict Location & Event Data (ACLED)
- https://ucdp.uu.se/ — Uppsala Conflict Data Program (UCDP)
- https://www.gdeltproject.org/ — Global Database of Events, Language, and Tone (GDELT)
- https://portwatch.imf.org/ — IMF port monitoring
Environment & Disasters:
- https://earthquake.usgs.gov/ — USGS real-time earthquake data (M2.5+)
- https://firms.modaps.eosdis.nasa.gov/ — NASA FIRMS active fire/hotspot data
- https://eonet.gsfc.nasa.gov/ — NASA Earth Observatory Natural Event Tracker (EONET)
- https://www.gdacs.org/ — Global Disaster Alert and Coordination System
- https://open-meteo.com/ — Open-Meteo weather API
Infrastructure & Cyber:
- https://radar.cloudflare.com/ — Cloudflare Radar (internet traffic, outages)
- https://www.submarinecablemap.com/ — Submarine cable map (TeleGeography)
- https://www.abuseipdb.com/ — AbuseIPDB (IP threat reputation)
- https://celestrak.org/ — CelesTrak (satellite/orbital tracking)
Aviation:
- https://wingbits.com/ — Wingbits ADS-B flight data
- https://opensky-network.org/ — OpenSky Network (flight tracking)
- https://nasstatus.faa.gov/ — FAA NAS status (delays, NOTAMs)
- https://www.icao.int/ — ICAO aviation data
Intelligence Feeds:
- https://oref.org.il/ — OREF rocket alert integration (Israel)
- https://gpsjam.org/ — GPS/GNSS interference detection
Third-Eye provides 16 live data layers with real-time geospatial visualization. All core layers use public, keyless APIs.
| Domain | Data Points | Sources |
|---|---|---|
| Aviation | Commercial, Private, Military, Jets | OpenSky Network |
| Maritime | 39 Global Ports, 10 Chokepoints | Static Naval Intel |
| CCTV | 2,000+ Cameras | TfL, WSDOT, Caltrans, NYC DOT, VicRoads + more |
| Seismic | Real-time M2.5+ | USGS Earthquake API |
| Fires | Active Hotspots | NASA FIRMS |
| News | 24/7 Live Streams | 25+ Global Broadcasters |
| Weather | Severe Events | NASA EONET |
| Space | Solar Weather, Satellites | NOAA SWPC, N2YO |
| Cyber | CVE Threats, Vulnerability Scanning | NVD, Custom Scanner |
| Conflict | 13 Active Zones | Static OSINT Intel |
| Crypto | BTC + ETH Wallet Tracing, OFAC SDN Match | blockstream.info, Blockscout, OpenSanctions |
| Sanctions | Person / Org / Vessel SDN Search | OpenSanctions (US OFAC SDN mirror) |
| Telegram OSINT | Geoparsed Posts from Public Channels | t.me/s/ web preview |
Key data source links:
- https://opensky-network.org/ — OpenSky Network (aviation tracking)
- https://earthquake.usgs.gov/ — USGS earthquakes
- https://firms.modaps.eosdis.nasa.gov/ — NASA FIRMS fire data
- https://eonet.gsfc.nasa.gov/ — NASA EONET natural events
- https://www.n2yo.com/ — N2YO satellite tracking
- https://www.swpc.noaa.gov/ — NOAA Space Weather Prediction Center
- https://nvd.nist.gov/ — NIST National Vulnerability Database (CVE)
- https://blockstream.info/ — Blockstream Esplora (BTC blockchain API)
- https://blockscout.com/ — Blockscout (ETH blockchain explorer)
- https://www.opensanctions.org/ — OpenSanctions (OFAC SDN data)
- https://t.me/s/ — Telegram public channel web preview (OSINT)