NASA Harvest

Maui LFMC Fire Risk Maps

Galileo-Tiny · Zero-shot transfer from CONUS · 100m resolution

Loading LFMC data...

⏳

Map generating...

This month's map is still being processed.
Check back soon.

Year

Month

Live Fuel Moisture Content

0% 60% 120% 180%

80% critical fire danger threshold

Map Statistics

Mean LFMC —

Min LFMC —

Max LFMC —

% Below 80% (danger) —

About

Live Fuel Moisture Content (LFMC) measures vegetation water content. Values below 80% indicate critical fire danger.

Maps generated using the Galileo-Tiny foundation model, trained on CONUS field data and applied zero-shot to Maui — no Hawaii training data exists.

The Lahaina fire of August 8, 2023 is marked with ★.

Model

Architecture Galileo-Tiny ViT

Parameters 5.3M

Training RMSE 27.06%

Inputs S2·S1·ERA5·SRTM

NASA Harvest Internship · University of Hawaii at Manoa · 2025 GitHub ↗