From Coarse to Crisp: Enhancing Tree Species Maps with Deep Learning and Satellite Imagery

From Coarse to Crisp: Enhancing Tree Species Maps with Deep Learning and Satellite Imagery

Accurate, detailed, and up-to-date tree species distribution information is essential for effective forest management and environmental research. However, existing tree species maps face limitations in resolution and update cycle, making it difficult to meet modern demands. To overcome these limitat...

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Bibliographic Details
Main Authors: Taebin Choe, Seungpyo Jeon, Byeongcheol Kim, Seonyoung Park
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Remote Sensing
Subjects:
tree species classification
deep learning
remote sensing
Sentinel-2
PlanetScope
super-resolution
Online Access:https://www.mdpi.com/2072-4292/17/13/2222
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