Ensemble Learning for Oat Yield Prediction Using Multi-Growth Stage UAV Images

Ensemble Learning for Oat Yield Prediction Using Multi-Growth Stage UAV Images

Accurate crop yield prediction is crucial for optimizing cultivation practices and informing breeding decisions. Integrating UAV-acquired multispectral datasets with advanced machine learning methodologies has markedly refined the accuracy of crop yield forecasting. This study aimed to construct a r...

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Bibliographic Details
Main Authors: Pengpeng Zhang, Bing Lu, Jiali Shang, Xingyu Wang, Zhenwei Hou, Shujian Jin, Yadong Yang, Huadong Zang, Junyong Ge, Zhaohai Zeng
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Remote Sensing
Subjects:
oat
UAV
yield
multispectral
ensemble learning
Online Access:https://www.mdpi.com/2072-4292/16/23/4575

Internet

https://www.mdpi.com/2072-4292/16/23/4575

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