Discrimination of Leaves in a Multi-Layered Mediterranean Forest through Machine Learning Algorithms

Discrimination of Leaves in a Multi-Layered Mediterranean Forest through Machine Learning Algorithms

Terrestrial laser scanning (TLS) technology characterizes standing trees with millimetric precision. An important step to accurately quantify tree volume and above-ground biomass using TLS point clouds is the discrimination between timber and leaf components. This study evaluates the performance of...

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Bibliographic Details
Main Authors: Cesar Alvites, Mauro Maesano, Juan Alberto Molina-Valero, Bruno Lasserre, Marco Marchetti, Giovanni Santopuoli
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Remote Sensing
Subjects:
timber–leaf components
TLS point clouds
tree structure
machine learning
Mediterranean forests
supervised algorithms
Online Access:https://www.mdpi.com/2072-4292/15/18/4450

Internet

https://www.mdpi.com/2072-4292/15/18/4450

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