Alfalfa Yield Prediction Using UAV-Based Hyperspectral Imagery and Ensemble Learning

Alfalfa Yield Prediction Using UAV-Based Hyperspectral Imagery and Ensemble Learning

Alfalfa is a valuable and intensively produced forage crop in the United States, and the timely estimation of its yield can inform precision management decisions. However, traditional yield assessment approaches are laborious and time-consuming, and thus hinder the acquisition of timely information...

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Bibliographic Details
Main Authors: Luwei Feng, Zhou Zhang, Yuchi Ma, Qingyun Du, Parker Williams, Jessica Drewry, Brian Luck
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Remote Sensing
Subjects:
alfalfa
yield prediction
hyperspectral
unmanned aerial vehicle (UAV)
ensemble learning
vegetation index
Online Access:https://www.mdpi.com/2072-4292/12/12/2028

Internet

https://www.mdpi.com/2072-4292/12/12/2028

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