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Distinguishing Volunteer Corn from Soybean at Seedling Stage Using Images and Machine Learning

Volunteer corn in soybean fields are harmful as they disrupt the benefits of corn-soybean rotation. Volunteer corn does not only reduce soybean yield by competing for water, nutrition and sunlight, but also interferes with pest control (e.g., corn rootworm). It is therefore critical to monitor the v...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Paulo FLORES, ZHANG Zhao, Jithin MATHEW, Nusrat JAHAN, John STENGER
Format: Artigo
Sprache:Inglês
Veröffentlicht: Editorial Office of Smart Agriculture 2020-09-01
Schriftenreihe:智慧农业
Schlagworte:
corn and soybean rotation
volunteer corn
image processing
machine learning
deep learning
support vector machine (svm)
Online-Zugang:http://www.smartag.net.cn/article/2020/2096-8094/2096-8094-2020-2-3-61.shtml
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