Comparing a gradient boosting algorithm to the GOES FDC for wildfire detection

arXiv:2610.01994 · cs.CV, cs.LG · Submitted 2026-10-01 · Read on arXiv

cs.CV, cs.LG

Submitted: 2026-10-01

Updated: 2026-10-01

Code: https://github.com/asafvanunu/GOES_wildfire_detection

Terminology

Accuracy — 17× in this paper · explained in 1 episode
F1 Score — 15× in this paper · explained in 3 episodes
Generalization — 5× in this paper · explained in 13 episodes
Transferability — 5× in this paper · explained in 4 episodes
False Negative — 3× in this paper
False Positive — 3× in this paper
Fire Index — 3× in this paper
Benchmark — 2× in this paper · explained in 2 episodes
GOES Fire Detection and Characterization — 2× in this paper
American Geostationary Operational Environmental Satellite — 1× in this paper
Ensemble Learning — 1× in this paper · explained in 2 episodes
European Meteosat Second Generation — 1× in this paper
GOES Advanced Baseline Imager — 1× in this paper
Japanese Himawari-8 Advanced Himawari Imager — 1× in this paper
LEO Visible Infrared Imaging Radiometer Suite — 1× in this paper
Low Earth Orbit — 1× in this paper
Multi-channel Cloud and Moisture Imagery — 1× in this paper
Regularization — 1× in this paper · explained in 3 episodes

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