Land8Fire: A Complete Study on Wildfire Segmentation Through Comprehensive Review, Human-Annotated Multispectral Dataset, and Extensive Benchmarking

Early and accurate wildfire detection is critical for minimizing environmental damage and ensuring a timely response. However, existing satellite-based wildfire datasets suffer from limitations such as coarse ground truth, poor spectral coverage, and class imbalance, which hinder progress in develop...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Anh Tran, Minh Tran, Esteban Marti, Jackson Cothren, Chase Rainwater, Sandra Eksioglu, Ngan Le
Format:	Article
Language:	English
Published:	MDPI AG 2025-08-01
Subjects:	remote sensing fire semantic segmentation fire dataset neural network Landsat-8 imagery
Online Access:	https://www.mdpi.com/2072-4292/17/16/2776