Change Detection for Forest Ecosystems Using Remote Sensing Images with Siamese Attention U-Net

Change Detection for Forest Ecosystems Using Remote Sensing Images with Siamese Attention U-Net

Forest ecosystems are critical components of Earth’s biodiversity and play vital roles in climate regulation and carbon sequestration. They face increasing threats from deforestation, wildfires, and other anthropogenic activities. Timely detection and monitoring of changes in forest landscapes pose...

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Bibliographic Details
Main Authors: Ashen Iranga Hewarathna, Luke Hamlin, Joseph Charles, Palanisamy Vigneshwaran, Romiyal George, Selvarajah Thuseethan, Chathrie Wimalasooriya, Bharanidharan Shanmugam
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Technologies
Subjects:
deforestation
change detection
Siamese attention mechanism
U-Net
Online Access:https://www.mdpi.com/2227-7080/12/9/160
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