lfmc

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---
license: apache-2.0
base_model:
- nasaharvest/galileo
---
# Live Fuel Moisture Content (LFMC) Mapping from Multimodal Earth Observation Data

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.

![A pipeline to produce LFMC map for a given spatiotemporal window](docs/images/pipeline.png)

For more information, please see our [paper](https://arxiv.org/abs/2506.20132).

## License

This model is licensed under Apache 2.0. It is intended for research and educational use in accordance with Ai2's [Responsible Use Guidelines](https://allenai.org/responsible-use).