Automatic estimation of olive tree dendrometric parameters based on airborne laser scanning data using alpha-shape and principal component analysis

Automatic estimation of olive tree dendrometric parameters based on airborne laser scanning data using alpha-shape and principal component analysis

The aim of this study is to present an automatic approach for olive tree dendrometric parameter estimation from airborne laser scanning (ALS) data. The proposed method is based on a unique combination of the alpha-shape algorithm applied to normalized point cloud and principal component analysis. A...

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Bibliographic Details
Main Authors: Edyta Hadas, Andrzej Borkowski, Javier Estornell, Przemyslaw Tymkow
Format: Article
Language:English
Published: Taylor & Francis Group 2017-11-01
Series:GIScience & Remote Sensing
Subjects:
remote sensing
airborne laser scanning
alpha-shape
principal component analysis
agriculture
trees
Online Access:http://dx.doi.org/10.1080/15481603.2017.1351148

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