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Detecting coffee leaf rust with UAV-based vegetation indices and decision tree machine learning models

Diego Bedin Marin, Gabriel Araújo e Silva Ferraz, Lucas Santos Santana, Brenon Diennevan Souza Barbosa, Rafael Alexandre Pena Barata, Lucas Prado Osco, Ana Paula Marques Ramos, Paulo Henrique Sales Guimarães

2021Computers and Electronics in Agriculture87 citationsDOI

Topics & Concepts

Rust (programming language)Vegetation (pathology)C4.5 algorithmRandom forestTree (set theory)Artificial intelligenceDecision treeRemote sensingComputer scienceMachine learningCartographyPattern recognition (psychology)MathematicsSupport vector machineGeographyNaive Bayes classifierMathematical analysisPathologyMedicineProgramming languageSmart Agriculture and AIRemote Sensing in AgricultureCoffee research and impacts
Detecting coffee leaf rust with UAV-based vegetation indices and decision tree machine learning models | Litcius