MMTSCNet: Multimodal Tree Species Classification Network for Classification of Multi-Source, Single-Tree LiDAR Point Clouds

MMTSCNet: Multimodal Tree Species Classification Network for Classification of Multi-Source, Single-Tree LiDAR Point Clouds

Trees play a critical role in climate regulation, biodiversity, and carbon storage as they cover approximately 30% of the global land area. Nowadays, Machine Learning (ML)is key to automating large-scale tree species classification based on active and passive sensing systems, with a recent trend fav...

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Bibliographic Details
Main Authors: Jan Richard Vahrenhold, Melanie Brandmeier, Markus Sebastian Müller
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Remote Sensing
Subjects:
multimodal
deep learning
classification
LiDAR
point clouds
tree species
Online Access:https://www.mdpi.com/2072-4292/17/7/1304
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