Smart Coffee: Machine Learning Techniques for Estimating Arabica Coffee Yield

Smart Coffee: Machine Learning Techniques for Estimating Arabica Coffee Yield

Coffee is a global commodity, with Brazil being a major producer, particularly in the Minas Gerais state. This study applied machine learning to predict the Arabica coffee yield in the region, analyzing two groups of cultivars (G1 and G2) using data from 1993 to 2020. The Factor Analysis of Mixed Da...

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Bibliographic Details
Main Authors: Cleverson Henrique de Freitas, Rubens Duarte Coelho, Jéfferson de Oliveira Costa, Paulo Cesar Sentelhas
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:AgriEngineering
Subjects:
<i>Coffea arabica</i>
exploratory analysis
productivity estimation
agricultural management
climatic conditions
crop modeling
Online Access:https://www.mdpi.com/2624-7402/6/4/281

Internet

https://www.mdpi.com/2624-7402/6/4/281

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