THE EVALUATION OF THE RGB AND MULTISPECTRAL CAMERA ON THE UNMANNED AERIAL VEHICLE (UAV) FOR THE MACHINE LEARNING CLASSIFICATION OF MAIZE

THE EVALUATION OF THE RGB AND MULTISPECTRAL CAMERA ON THE UNMANNED AERIAL VEHICLE (UAV) FOR THE MACHINE LEARNING CLASSIFICATION OF MAIZE

This study investigated a crop and soil classification applying the Random Forest machine learning algorithm based on the red-green-blue (RGB) and multispectral sensor imaging deploying an unmanned aerial vehicle (UAV). The study area covered two 10 x 10 m subsets of a maize-sown agricultural parcel...

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Bibliographic Details
Main Authors: Mladen Jurišić, Dorijan Radočaj, Ivan Plaščak, Daria Galić Subašić, Davor Petrović
Format: Article
Language:English
Published: Faculty of Agrobitechnical Sciences Osijek 2022-01-01
Series:Poljoprivreda
Subjects:
crop density
Random Forest
supervised classification
spectral analysis
normalized difference vegetation index (NDVI)
Online Access:https://hrcak.srce.hr/file/418535

Internet

https://hrcak.srce.hr/file/418535

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