Deforestation detection using deep learning-based semantic segmentation techniques: a systematic review

Deforestation poses a critical global threat to Earth’s ecosystem and biodiversity, necessitating effective monitoring and mitigation strategies. The integration of deep learning with remote sensing offers a promising solution for precise deforestation segmentation and detection. This paper provides...

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Bibliographic Details
Main Authors: Imran Md Jelas, Mohd Asyraf Zulkifley, Mardina Abdullah, Martin Spraggon
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Forests and Global Change
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/ffgc.2024.1300060/full