Evaluating the Generalizability of Foundation Models for Extreme Environmental Events: Case Study of California Wildfire PM2.5

Yongcan Huang, Li Jiang, Ze Yu Liu

Wildfire smoke events produce extreme PM${}_{2.5}$ concentrations that pose severe public health risks, yet forecasting rare, hazardous-level spikes remains a fundamental challenge.…