Gradient Boosting Estimation of the Leaf Area Index of Apple Orchards in UAV Remote Sensing

Gradient Boosting Estimation of the Leaf Area Index of Apple Orchards in UAV Remote Sensing

The leaf area index (LAI) is a key parameter for describing the canopy structure of apple trees. This index is also employed in evaluating the amount of pesticide sprayed per unit volume of apple trees. Hence, numerous manual and automatic methods have been explored for LAI estimation. In this work,...

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Bibliographic Details
Main Authors: Zhijie Liu, Pengju Guo, Heng Liu, Pan Fan, Pengzong Zeng, Xiangyang Liu, Ce Feng, Wang Wang, Fuzeng Yang
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Remote Sensing
Subjects:
leaf area index
gradient-boosting decision trees
UAV remote sensing
apple orchards
vegetation index
Online Access:https://www.mdpi.com/2072-4292/13/16/3263

Internet

https://www.mdpi.com/2072-4292/13/16/3263

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