Climate intelligence depends on data that crosses ecological and political borders. Governance must protect communities while allowing responsible research collaboration.
This framework proposes shared documentation, purpose limitation, reciprocal audit rights, and public-interest access rules for international climate data partnerships.
The model is designed as a practical starting point for governments, research institutions, and civil-society organizations.
Research implications
This work is published to support replication, constructive critique, and responsible application. Research partners may contact GSAI for methods, collaboration, and accessible formats.