Maize Leaf Area Index Estimation Based on Machine Learning Algorithm and Computer Vision

Maize Leaf Area Index Estimation Based on Machine Learning Algorithm and Computer Vision

Precise estimation of the leaf area index (LAI) is vital in efficient maize growth monitoring and precision farming. Traditional LAI measurement methods are often destructive and labor-intensive, while techniques relying solely on spectral data suffer from limitations such as spectral saturation. To...

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Bibliographic Details
Main Authors: Wanna Fu, Zhen Chen, Qian Cheng, Yafeng Li, Weiguang Zhai, Fan Ding, Xiaohui Kuang, Deshan Chen, Fuyi Duan
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Agriculture
Subjects:
unmanned aerial vehicle
vegetation indices
machine learning
computer vision
leaf area index
Online Access:https://www.mdpi.com/2077-0472/15/12/1272
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