Estimation of Canopy Structure of Field Crops Using Sentinel-2 Bands with Vegetation Indices and Machine Learning Algorithms

Estimation of Canopy Structure of Field Crops Using Sentinel-2 Bands with Vegetation Indices and Machine Learning Algorithms

Leaf angle distribution (LAD), or the leaf mean tilt angle (MTA) capturing its central value, is used to quantify the direction of the leaf surface in a canopy and is one of the most important canopy structuraltraits. Combined with the other important structure parameter, leaf area index (LAI), LAD...

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Bibliographic Details
Main Authors: Xiaochen Zou, Sunan Zhu, Matti Mõttus
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Remote Sensing
Subjects:
canopy structure
LAI
leaf angle distribution
Sentinel-2
vegetation indices
machine learning
Online Access:https://www.mdpi.com/2072-4292/14/12/2849

Internet

https://www.mdpi.com/2072-4292/14/12/2849

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