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Cover Image for Tree species classification from complex laser scanning data in Mediterranean forests using deep learning View Article
Tree species classification from complex laser scanning data in Mediterranean forests using deep learning
Matthew J Allen, Stuart WD Grieve, Harry JF Owen, Emily R Lines
Sep 19, 2022
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...
Biodiversity ecology Ecosystem ecology RESEARCH ARTICLE RESEARCH ARTICLES Convolutional neural networks data augmentation Deep learning forest monitoring Machine Learning Terrestrial Laser Scanning tree species classification water‐limited ecosystems
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