A Multimodal Data Fusion and Deep Learning Framework for Large-Scale Wildfire Surface Fuel Mapping

A Multimodal Data Fusion and Deep Learning Framework for Large-Scale Wildfire Surface Fuel Mapping

Accurate estimation of fuels is essential for wildland fire simulations as well as decision-making related to land management. Numerous research efforts have leveraged remote sensing and machine learning for classifying land cover and mapping forest vegetation species. In most cases that focused on...

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Bibliographic Details
Main Authors: Mohamad Alipour, Inga La Puma, Joshua Picotte, Kasra Shamsaei, Eric Rowell, Adam Watts, Branko Kosovic, Hamed Ebrahimian, Ertugrul Taciroglu
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Fire
Subjects:
wildland fire
fuel mapping
remote sensing
artificial intelligence
machine learning
deep learning
Online Access:https://www.mdpi.com/2571-6255/6/2/36

Internet

https://www.mdpi.com/2571-6255/6/2/36

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