2026
FireScope: Wildfire Risk Raster Prediction With a Chain-of-Thought Oracle
CVPR 2026
Predicting wildfire risk is a reasoning-intensive spatial problem that requires the integration of visual, climatic, and geographic factors to infer continuous risk maps. Existing methods lack the causal reasoning and multimodal understanding required for reliable generalization. We introduce FireSc