Hyperspectral Analysis for Discriminating Herbicide Site of Action: A Novel Approach for Accelerating Herbicide Research

Hyperspectral Analysis for Discriminating Herbicide Site of Action: A Novel Approach for Accelerating Herbicide Research

In agricultural weed management, herbicides are indispensable, yet innovation in their modes of action (MOA)—the general mechanisms affecting plant processes—has slowed. A finer classification within MOA is the site of action (SOA), the specific biochemical pathway in plants targeted by herbicides....

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Bibliographic Details
Main Authors: Zhongzhong Niu, Tanzeel Rehman, Julie Young, William G. Johnson, Takayuki Yokoo, Bryan Young, Jian Jin
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Sensors
Subjects:
hyperspectral imaging
herbicide
site of action
machine learning
support vector machines (SVM)
partial least squares discriminant analysis (PLS-DA)
Online Access:https://www.mdpi.com/1424-8220/23/23/9300

Internet

https://www.mdpi.com/1424-8220/23/23/9300

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