A Deep Learning-Based Approach to Apple Tree Pruning and Evaluation with Multi-Modal Data for Enhanced Accuracy in Agricultural Practices

A Deep Learning-Based Approach to Apple Tree Pruning and Evaluation with Multi-Modal Data for Enhanced Accuracy in Agricultural Practices

A deep learning-based tree pruning evaluation system is proposed in this study, which integrates hyperspectral images, sensor data, and expert system rules. The system aims to enhance the accuracy and robustness of tree pruning tasks through multimodal data fusion and online learning strategies. Var...

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Bibliographic Details
Main Authors: Tong Hai, Wuxiong Wang, Fengyi Yan, Mingyu Liu, Chengze Li, Shengrong Li, Ruojia Hu, Chunli Lv
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Agronomy
Subjects:
agricultural management
tree pruning
sensor data evaluation
multi-modal data
deep learning
Online Access:https://www.mdpi.com/2073-4395/15/5/1242
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