Attention-Based Wildland Fire Spread Modeling Using Fire-Tracking Satellite Observations

Attention-Based Wildland Fire Spread Modeling Using Fire-Tracking Satellite Observations

Modeling the spread of wildland fires is essential for assessing and managing fire risks. However, this task remains challenging due to the partially stochastic nature of fire behavior and the limited availability of observational data with high spatial and temporal resolutions. Herein, we propose a...

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Bibliographic Details
Main Authors: Yufei Zou, Mojtaba Sadeghi, Yaling Liu, Alexandra Puchko, Son Le, Yang Chen, Niels Andela, Pierre Gentine
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Fire
Subjects:
wildfire modeling
deep learning
remote sensing
fire risk assessment
Online Access:https://www.mdpi.com/2571-6255/6/8/289

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