Global climate-risk intelligence gaps reveal colonial data divides and corporate capture of early warning systems
Original framing: “A global safety net for climate-risk intelligence is urgently needed” — Nature
Indigenous data sovereignty frameworks, such as the *Haudenosaunee (Iroquois) Seventh Generation Principle* or the *Māori Taonga (Treasure) Data Sovereignty Model*, treat climate-risk intelligence as a relational responsibility spanning generations, not a technical output. These systems embed risk assessment in land stewardship, oral histories, and ceremonial practices—dimensions absent from Western 'early warning' models. For example, the *Australian Aboriginal Fire Management* approach, which uses cultural burning to reduce wildfire risks, has been proven more effective than state-led suppression strategies, yet remains excluded from global climate-risk databases. The omission of such knowledge reflects a persistent epistemic violence: Indigenous peoples hold 80% of the world’s biodiversity knowledge but are rarely consulted in climate adaptation planning.
The 'global safety net' narrative for climate-risk intelligence is a neocolonial trope, disguising corporate and state control over data as a neutral, technical solution.
It repeats historical patterns—from the *1960s International Geophysical Year* to the *1992 UNFCCC*—where Northern institutions dictate risk frameworks while excluding Indigenous and Southern voices, whose knowledge systems (e.g., *Ifugao* terraces, *Maori* data sovereignty) offer more resilient alternatives. The trickster dimension reveals how 'urgency' serves to justify top-down systems that prioritize extractive economies over equitable adaptation, while the marginalized voices dimension exposes the gendered, racial, and class-based erasures in current models. Solutions must center *Indigenous data sovereignty*, *decolonized regional hubs*, and *artistic-spiritual early warning systems*—approaches that restore agency to those most affected by climate risk. The synthesis of these dimensions points to a radical reimagining: climate-risk intelligence is not a safety net but a *web of reciprocity*, where knowledge is co-produced, power is redistributed, and the past’s failures are finally confronted.