Climate Neurology Framework
The proposal presents four pillars integrating neurological health into climate early warning, offering interdisciplinary insights for researchers and policymakers.
Climate Neurology Framework
Climate Signals
Predictive Modeling
Systems Preparedness
Surveillance & Learning
Satellite and environmental monitoring networks detect heat, pollution, wildfire smoke, and flood exposure signals.
Integrated datasets allow forecasting of lagged neurological risk using climate and health indicators.
Hospitals and public health agencies activate anticipatory preparedness during forecast risk windows.
Real-time clinical data refines predictive models and improves future climate–health forecasting.
Framework in Focus
Climate change is altering environmental exposure patterns with measurable neurological consequences. Emerging evidence links extreme heat, air pollution, wildfire smoke, and infrastructure disruption to increased risks of stroke, seizure exacerbation, and neurovascular instability.
This framework proposes integrating neurological indicators into climate early warning systems to enable anticipatory public health responses.
Poster Highlights
AI-Enabled Integration of Neurological Health into Climate Early Warning Systems
American Academy of Neurology Annual Meeting, Chicago, 2026
Climate–Health Early Warning Resources
The proposed framework aligns with emerging international efforts to integrate health outcomes into climate adaptation and early warning systems.
Sahar Zahid | Climate–Neurology Early Warning Framework 