Estimation of Apple Leaf Nitrogen Concentration Using Hyperspectral Imaging-Based Wavelength Selection and Machine Learning

Estimation of Apple Leaf Nitrogen Concentration Using Hyperspectral Imaging-Based Wavelength Selection and Machine Learning

In apple cultivation, the total nitrogen content is an important indicator of plant growth, fruit quality, and yield. Timely monitoring of growth becomes imperative, since an imbalance, either in deficiency or excess nitrogen, can result in physiological disorders, adversely impacting both the quant...

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Bibliographic Details
Main Authors: Sihyeong Jang, Jeomhwa Han, Junggun Cho, Jaehoon Jung, Seulki Lee, Dongyong Lee, Jingook Kim
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Horticulturae
Subjects:
leaf nitrogen concentration
hyperspectral imaging
apple tree
machine learning
variable selection
Online Access:https://www.mdpi.com/2311-7524/10/1/35

Internet

https://www.mdpi.com/2311-7524/10/1/35

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