Enhancing corn yield prediction: Optimizing data quality or model complexity?

Enhancing corn yield prediction: Optimizing data quality or model complexity?

Field-scale corn yield prediction before harvest can assist farmers in better organizing their resources. Machine learning-based pipelines for analyzing remote sensing imagery offer an efficient solution to this problem. However, the cost of data acquisition and training requirements for machine or...

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Bibliographic Details
Main Authors: Yuting Zhou, Shengfang Ma, Huihui Zhang, Sathyanarayanan Aakur
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Smart Agricultural Technology
Subjects:
UAV
Multispectral
RGB
Yield prediction
Deep learning
Vision transformer
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375524002764
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