Does Your Wildfire Prediction Model Actually Work, or Just Score Well?

Yangshuang Xu, Yuyang Dai, Liling Chang +2

Wildfire prediction is important for early warning and resource allocation, yet existing Earth foundation models (Earth FMs) are pretrained for general atmospheric and geophysical…