Dataset

Open scholarly works, authors, institutions, and funders graph

Best for: Scholarly-publication context, author and institution disambiguation, funder and topic pivots, citation trails, and research-claim triage.

Aircraft tracking and ADS-B aviation data network

Best for: Public-interest flight tracking, aircraft movement context, aviation event reconstruction, historical track review, and airspace-awareness checks with safety safeguards.

Forest monitoring, satellite alerts, and environmental geospatial data

Best for: Environmental OSINT, deforestation monitoring, forest-change alerts, land-use context, and public-interest geospatial research.

Political violence and protest event data for public-interest research

Best for: Structured conflict, protest, political-violence, crisis, actor, and event-context research for journalism, civil society, and regional analysis.

Open ADS-B flight tracking and aviation data network

Best for: Public-interest flight tracking, aircraft movement context, aviation event reconstruction, and open ADS-B research with safety safeguards.

Open aerial imagery catalog for mapping workflows

Best for: Use it when a geospatial workflow needs open imagery that can be inspected or reused with licensing context.

Structured open knowledge graph

Best for: Use it when a person, organization, place, or concept needs identifiers and linked open-data context.

Curated public web archive collections

Best for: Use it when an investigation needs institutionally curated historical web context around public issues, governments, elections, or events.