Estimation of Anthocyanins in Apple Leaves Based on Ground Hyperspectral Imaging and Machine Learning Models

Estimation of Anthocyanins in Apple Leaves Based on Ground Hyperspectral Imaging and Machine Learning Models

The anthocyanins in apple leaves can indicate their growth status, and the health of apple leaves not only reveals the nutritional supply of the apple tree but also reflects the quality of the fruit. Therefore, real-time monitoring of anthocyanins in apple leaves can monitor apple growth, thereby pr...

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Bibliographic Details
Main Authors: Yu Zhang, Mi Zou, Yanjun Li, Qingrui Chang, Xing Chen, Zhiyong Dai, Weihao Yuan
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Agronomy
Subjects:
ground hyperspectral imaging
apple leaves
anthocyanins
spectral indices
machine learning
Online Access:https://www.mdpi.com/2073-4395/15/1/140
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