Estimating Coffee Plant Yield Based on Multispectral Images and Machine Learning Models

Estimating Coffee Plant Yield Based on Multispectral Images and Machine Learning Models

The coffee plant is one of the main crops grown in Brazil. However, strategies to estimate its yield are questionable given the characteristics of this crop; in this context, robust techniques, such as those based on machine learning, may be an alternative. Thus, the aim of the present study was to...

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Bibliographic Details
Main Authors: Carlos Alberto Matias de Abreu Júnior, George Deroco Martins, Laura Cristina Moura Xavier, Bruno Sérgio Vieira, Rodrigo Bezerra de Araújo Gallis, Eusimio Felisbino Fraga Junior, Rafaela Souza Martins, Alice Pedro Bom Paes, Rafael Cordeiro Pereira Mendonça, João Victor do Nascimento Lima
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Agronomy
Subjects:
coffee crop
yield
prediction models
spatial distribution of yield
Online Access:https://www.mdpi.com/2073-4395/12/12/3195

Internet

https://www.mdpi.com/2073-4395/12/12/3195

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