Wildfires are growing in intensity and severity, increasing the need for timely, high-resolution monitoring of wildfire risk factors. Live Fuel Moisture Content (LFMC) is a key variable for both research and operational response, but ground-based measurements are sparse and costly. This project uses a pretrained, multimodal Earth observation model to generate large-scale, spatially complete LFMC maps.
For more information, please see our paper.
The paper was accepted at the TerraBytes ICML 2025 workshop with PMLR proceedings.