Burned Area and Burn Severity Mapping With a Transformer-Based Change Detection Model

Burned Area and Burn Severity Mapping With a Transformer-Based Change Detection Model

Forest fires are significant disturbances to ecosystems, necessitating accurate mapping of burned areas and assessment of burn severity. First, we reconstruct a dataset whose label uses a more flexible classification method from Landsat imagery and establish auxiliary environmental datasets for fire...

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Bibliographic Details
Main Authors: Yuxin Han, Change Zheng, Xiaodong Liu, Ye Tian, Zixun Dong
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Burned area
burn severity
change detection
deep learning (DL)
Online Access:https://ieeexplore.ieee.org/document/10614827/

Internet

https://ieeexplore.ieee.org/document/10614827/

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