Prediction of Soybean Plant Density Using a Machine Learning Model and Vegetation Indices Extracted from RGB Images Taken with a UAV

Prediction of Soybean Plant Density Using a Machine Learning Model and Vegetation Indices Extracted from RGB Images Taken with a UAV

Soybean plant density is an important factor of successful agricultural production. Due to the high number of plants per unit area, early plant overlapping and eventual plant loss, the estimation of soybean plant density in the later stages of development should enable the determination of the final...

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Bibliographic Details
Main Authors: Predrag Ranđelović, Vuk Đorđević, Stanko Milić, Svetlana Balešević-Tubić, Kristina Petrović, Jegor Miladinović, Vojin Đukić
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Agronomy
Subjects:
soybean
machine learning
vegetation indices
UAV
RGB images
Online Access:https://www.mdpi.com/2073-4395/10/8/1108

Internet

https://www.mdpi.com/2073-4395/10/8/1108

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