Advancing terrestrial laser scanning for 3D classification of Spanish moss (Tillandsia usneoides L.) using unsupervised, machine learning, and deep learning methods

Abstract Quantifying the distribution of Spanish moss (Tillandsia usneoides L.) is challenging because it grows suspended from high tree branches, limiting manual sampling. Terrestrial laser scanning (TLS) provides a non-destructive means of capturing vegetation structure in three dimensions. Howeve...

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Bibliografische gegevens

Hoofdauteurs:	Alexander J. Gaskins, Jinyi Xia, Inacio T. Bueno, Carlos A. Silva
Formaat:	Artigo
Taal:	Inglês
Gepubliceerd in:	Nature Portfolio 2026-04-01
Reeks:	Scientific Reports
Onderwerpen:	Point cloud LiDAR Graph DBSCAN Random forest KPConv
Online toegang:	https://doi.org/10.1038/s41598-026-49230-7
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