Tree species classification from complex laser scanning data in Mediterranean forests using deep learning

Abstract Recent advances in terrestrial laser scanning (TLS) technology have enabled the automatic capture of three‐dimensional vegetation structure at high resolution, but the scalability of using these data for large‐scale forest monitoring is limited by reliance on intensive manual data processin...

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Bibliographic Details

Published in:	Methods in Ecology and Evolution
Main Authors:	Matthew J. Allen, Stuart W. D. Grieve, Harry J. F. Owen, Emily R. Lines
Format:	Article
Language:	English
Published:	Wiley 2023-07-01
Subjects:	convolutional neural networks data augmentation deep learning forest monitoring machine learning terrestrial laser scanning
Online Access:	https://doi.org/10.1111/2041-210X.13981